diff --git a/book/_build/.doctrees/confidenceintervals.doctree b/book/_build/.doctrees/confidenceintervals.doctree
index 886d0f4..21e9bbf 100644
Binary files a/book/_build/.doctrees/confidenceintervals.doctree and b/book/_build/.doctrees/confidenceintervals.doctree differ
diff --git a/book/_build/.doctrees/environment.pickle b/book/_build/.doctrees/environment.pickle
index b9ca098..f4aa910 100644
Binary files a/book/_build/.doctrees/environment.pickle and b/book/_build/.doctrees/environment.pickle differ
diff --git a/book/_build/html/_images/bernoulliCLT.svg b/book/_build/html/_images/bernoulliCLT.svg
index 20e1d21..9421531 100644
--- a/book/_build/html/_images/bernoulliCLT.svg
+++ b/book/_build/html/_images/bernoulliCLT.svg
@@ -6,7 +6,7 @@
   <rdf:RDF xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:cc="http://creativecommons.org/ns#" xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#">
    <cc:Work>
     <dc:type rdf:resource="http://purl.org/dc/dcmitype/StillImage"/>
-    <dc:date>2024-03-23T19:40:22.246766</dc:date>
+    <dc:date>2024-03-23T19:48:56.247129</dc:date>
     <dc:format>image/svg+xml</dc:format>
     <dc:creator>
      <cc:Agent>
@@ -49,7 +49,7 @@ L 216 25.570909
 L 216 13.222742 
 L 199.636364 13.222742 
 z
-" clip-path="url(#pfcfd466b28)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p2e5f9366d3)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_4">
     <path d="M 216 25.570909 
@@ -57,14 +57,14 @@ L 232.363636 25.570909
 L 232.363636 22.288485 
 L 216 22.288485 
 z
-" clip-path="url(#pfcfd466b28)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p2e5f9366d3)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_1"/>
    <g id="matplotlib.axis_2"/>
    <g id="line2d_1">
     <path d="M 198 22.288485 
 L 234 22.288485 
-" clip-path="url(#pfcfd466b28)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p2e5f9366d3)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_5">
     <path d="M 198 25.570909 
@@ -249,7 +249,7 @@ L 216 51.141818
 L 216 38.793651 
 L 199.636364 38.793651 
 z
-" clip-path="url(#p834aa369c6)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pc67c6a2aec)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_11">
     <path d="M 216 51.141818 
@@ -257,14 +257,14 @@ L 232.363636 51.141818
 L 232.363636 47.859394 
 L 216 47.859394 
 z
-" clip-path="url(#p834aa369c6)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pc67c6a2aec)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_3"/>
    <g id="matplotlib.axis_4"/>
    <g id="line2d_2">
     <path d="M 198 47.859394 
 L 234 47.859394 
-" clip-path="url(#p834aa369c6)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pc67c6a2aec)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_12">
     <path d="M 198 51.141818 
@@ -323,7 +323,7 @@ L 216 76.712727
 L 216 64.36456 
 L 199.636364 64.36456 
 z
-" clip-path="url(#p293cddccf7)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pebe2ac8293)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_18">
     <path d="M 216 76.712727 
@@ -331,14 +331,14 @@ L 232.363636 76.712727
 L 232.363636 73.430303 
 L 216 73.430303 
 z
-" clip-path="url(#p293cddccf7)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pebe2ac8293)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_5"/>
    <g id="matplotlib.axis_6"/>
    <g id="line2d_3">
     <path d="M 198 73.430303 
 L 234 73.430303 
-" clip-path="url(#p293cddccf7)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pebe2ac8293)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_19">
     <path d="M 198 76.712727 
@@ -397,7 +397,7 @@ L 216 102.283636
 L 216 89.935469 
 L 199.636364 89.935469 
 z
-" clip-path="url(#pefab83ca76)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pc05385d284)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_25">
     <path d="M 216 102.283636 
@@ -405,14 +405,14 @@ L 232.363636 102.283636
 L 232.363636 99.001212 
 L 216 99.001212 
 z
-" clip-path="url(#pefab83ca76)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pc05385d284)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_7"/>
    <g id="matplotlib.axis_8"/>
    <g id="line2d_4">
     <path d="M 198 99.001212 
 L 234 99.001212 
-" clip-path="url(#pefab83ca76)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pc05385d284)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_26">
     <path d="M 198 102.283636 
@@ -471,7 +471,7 @@ L 216 127.854545
 L 216 115.506378 
 L 199.636364 115.506378 
 z
-" clip-path="url(#p48b2d3cd54)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p220cd0a01f)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_32">
     <path d="M 216 127.854545 
@@ -479,14 +479,14 @@ L 232.363636 127.854545
 L 232.363636 124.572121 
 L 216 124.572121 
 z
-" clip-path="url(#p48b2d3cd54)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p220cd0a01f)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_9"/>
    <g id="matplotlib.axis_10"/>
    <g id="line2d_5">
     <path d="M 198 124.572121 
 L 234 124.572121 
-" clip-path="url(#p48b2d3cd54)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p220cd0a01f)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_33">
     <path d="M 198 127.854545 
@@ -545,7 +545,7 @@ L 216 153.425455
 L 216 141.077287 
 L 199.636364 141.077287 
 z
-" clip-path="url(#pdcedb9ee12)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p120c77170f)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_39">
     <path d="M 216 153.425455 
@@ -553,14 +553,14 @@ L 232.363636 153.425455
 L 232.363636 150.14303 
 L 216 150.14303 
 z
-" clip-path="url(#pdcedb9ee12)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p120c77170f)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_11"/>
    <g id="matplotlib.axis_12"/>
    <g id="line2d_6">
     <path d="M 198 150.14303 
 L 234 150.14303 
-" clip-path="url(#pdcedb9ee12)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p120c77170f)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_40">
     <path d="M 198 153.425455 
@@ -619,7 +619,7 @@ L 216 178.996364
 L 216 166.648196 
 L 199.636364 166.648196 
 z
-" clip-path="url(#pd6caf8ed7c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pb4a2ecdad5)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_46">
     <path d="M 216 178.996364 
@@ -627,14 +627,14 @@ L 232.363636 178.996364
 L 232.363636 175.713939 
 L 216 175.713939 
 z
-" clip-path="url(#pd6caf8ed7c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pb4a2ecdad5)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_13"/>
    <g id="matplotlib.axis_14"/>
    <g id="line2d_7">
     <path d="M 198 175.713939 
 L 234 175.713939 
-" clip-path="url(#pd6caf8ed7c)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pb4a2ecdad5)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_47">
     <path d="M 198 178.996364 
@@ -693,7 +693,7 @@ L 216 204.567273
 L 216 192.219105 
 L 199.636364 192.219105 
 z
-" clip-path="url(#p1c2c0bf30e)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p4cc34b3d93)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_53">
     <path d="M 216 204.567273 
@@ -701,14 +701,14 @@ L 232.363636 204.567273
 L 232.363636 201.284848 
 L 216 201.284848 
 z
-" clip-path="url(#p1c2c0bf30e)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p4cc34b3d93)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_15"/>
    <g id="matplotlib.axis_16"/>
    <g id="line2d_8">
     <path d="M 198 201.284848 
 L 234 201.284848 
-" clip-path="url(#p1c2c0bf30e)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p4cc34b3d93)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_54">
     <path d="M 198 204.567273 
@@ -767,7 +767,7 @@ L 216 230.138182
 L 216 217.790014 
 L 199.636364 217.790014 
 z
-" clip-path="url(#pc6df20572d)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p880bc84bc9)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_60">
     <path d="M 216 230.138182 
@@ -775,14 +775,14 @@ L 232.363636 230.138182
 L 232.363636 226.855758 
 L 216 226.855758 
 z
-" clip-path="url(#pc6df20572d)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p880bc84bc9)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_17"/>
    <g id="matplotlib.axis_18"/>
    <g id="line2d_9">
     <path d="M 198 226.855758 
 L 234 226.855758 
-" clip-path="url(#pc6df20572d)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p880bc84bc9)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_61">
     <path d="M 198 230.138182 
@@ -841,7 +841,7 @@ L 216 255.709091
 L 216 243.360924 
 L 199.636364 243.360924 
 z
-" clip-path="url(#p2e5ea5ed4f)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p00e3a38e8e)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_67">
     <path d="M 216 255.709091 
@@ -849,14 +849,14 @@ L 232.363636 255.709091
 L 232.363636 252.426667 
 L 216 252.426667 
 z
-" clip-path="url(#p2e5ea5ed4f)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p00e3a38e8e)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_19"/>
    <g id="matplotlib.axis_20"/>
    <g id="line2d_10">
     <path d="M 198 252.426667 
 L 234 252.426667 
-" clip-path="url(#p2e5ea5ed4f)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p00e3a38e8e)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_68">
     <path d="M 198 255.709091 
@@ -915,7 +915,7 @@ L 216 281.28
 L 216 268.931833 
 L 199.636364 268.931833 
 z
-" clip-path="url(#p2a1f445129)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pfd82febc11)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_74">
     <path d="M 216 281.28 
@@ -923,14 +923,14 @@ L 232.363636 281.28
 L 232.363636 277.997576 
 L 216 277.997576 
 z
-" clip-path="url(#p2a1f445129)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pfd82febc11)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_21"/>
    <g id="matplotlib.axis_22"/>
    <g id="line2d_11">
     <path d="M 198 277.997576 
 L 234 277.997576 
-" clip-path="url(#p2a1f445129)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pfd82febc11)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_75">
     <path d="M 198 281.28 
@@ -989,7 +989,7 @@ L 216 306.850909
 L 216 294.502742 
 L 199.636364 294.502742 
 z
-" clip-path="url(#p1b3007d466)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p707c98626d)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_81">
     <path d="M 216 306.850909 
@@ -997,14 +997,14 @@ L 232.363636 306.850909
 L 232.363636 303.568485 
 L 216 303.568485 
 z
-" clip-path="url(#p1b3007d466)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p707c98626d)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_23"/>
    <g id="matplotlib.axis_24"/>
    <g id="line2d_12">
     <path d="M 198 303.568485 
 L 234 303.568485 
-" clip-path="url(#p1b3007d466)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p707c98626d)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_82">
     <path d="M 198 306.850909 
@@ -1063,7 +1063,7 @@ L 216 332.421818
 L 216 319.917345 
 L 199.636364 319.917345 
 z
-" clip-path="url(#p3b24622cbf)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p8cb9f37d31)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_88">
     <path d="M 216 332.421818 
@@ -1071,14 +1071,14 @@ L 232.363636 332.421818
 L 232.363636 329.2957 
 L 216 329.2957 
 z
-" clip-path="url(#p3b24622cbf)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p8cb9f37d31)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_25"/>
    <g id="matplotlib.axis_26"/>
    <g id="line2d_13">
     <path d="M 198 329.2957 
 L 234 329.2957 
-" clip-path="url(#p3b24622cbf)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p8cb9f37d31)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_89">
     <path d="M 198 332.421818 
@@ -1137,7 +1137,7 @@ L 216 357.992727
 L 216 345.488254 
 L 199.636364 345.488254 
 z
-" clip-path="url(#p5cd0a53fbb)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pf32047098f)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_95">
     <path d="M 216 357.992727 
@@ -1145,14 +1145,14 @@ L 232.363636 357.992727
 L 232.363636 354.866609 
 L 216 354.866609 
 z
-" clip-path="url(#p5cd0a53fbb)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pf32047098f)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_27"/>
    <g id="matplotlib.axis_28"/>
    <g id="line2d_14">
     <path d="M 198 354.866609 
 L 234 354.866609 
-" clip-path="url(#p5cd0a53fbb)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pf32047098f)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_96">
     <path d="M 198 357.992727 
@@ -1211,7 +1211,7 @@ L 216 383.563636
 L 216 371.059163 
 L 199.636364 371.059163 
 z
-" clip-path="url(#p6ead5bf568)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p5bc7e2d57a)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_102">
     <path d="M 216 383.563636 
@@ -1219,14 +1219,14 @@ L 232.363636 383.563636
 L 232.363636 380.437518 
 L 216 380.437518 
 z
-" clip-path="url(#p6ead5bf568)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p5bc7e2d57a)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_29"/>
    <g id="matplotlib.axis_30"/>
    <g id="line2d_15">
     <path d="M 198 380.437518 
 L 234 380.437518 
-" clip-path="url(#p6ead5bf568)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p5bc7e2d57a)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_103">
     <path d="M 198 383.563636 
@@ -1283,7 +1283,7 @@ L 122.4 409.134545
 L 122.4 396.004848 
 L 106.036364 396.004848 
 z
-" clip-path="url(#p6d755d4f6b)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p005cfb53ec)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_109">
     <path d="M 122.4 409.134545 
@@ -1291,14 +1291,14 @@ L 138.763636 409.134545
 L 138.763636 406.633651 
 L 122.4 406.633651 
 z
-" clip-path="url(#p6d755d4f6b)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p005cfb53ec)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_31"/>
    <g id="matplotlib.axis_32"/>
    <g id="line2d_16">
     <path d="M 104.4 406.633651 
 L 140.4 406.633651 
-" clip-path="url(#p6d755d4f6b)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p005cfb53ec)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_110">
     <path d="M 104.4 409.134545 
@@ -1382,7 +1382,7 @@ L 216 409.134545
 L 216 396.630072 
 L 199.636364 396.630072 
 z
-" clip-path="url(#pf46d2e8176)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p5f490948f3)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_116">
     <path d="M 216 409.134545 
@@ -1390,14 +1390,14 @@ L 232.363636 409.134545
 L 232.363636 406.008427 
 L 216 406.008427 
 z
-" clip-path="url(#pf46d2e8176)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p5f490948f3)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_33"/>
    <g id="matplotlib.axis_34"/>
    <g id="line2d_17">
     <path d="M 198 406.008427 
 L 234 406.008427 
-" clip-path="url(#pf46d2e8176)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p5f490948f3)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_117">
     <path d="M 198 409.134545 
@@ -1454,7 +1454,7 @@ L 122.4 434.705455
 L 122.4 421.575758 
 L 106.036364 421.575758 
 z
-" clip-path="url(#pa74b9ed2e7)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pa9eec6a85a)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_123">
     <path d="M 122.4 434.705455 
@@ -1462,14 +1462,14 @@ L 138.763636 434.705455
 L 138.763636 432.20456 
 L 122.4 432.20456 
 z
-" clip-path="url(#pa74b9ed2e7)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pa9eec6a85a)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_35"/>
    <g id="matplotlib.axis_36"/>
    <g id="line2d_18">
     <path d="M 104.4 432.20456 
 L 140.4 432.20456 
-" clip-path="url(#pa74b9ed2e7)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pa9eec6a85a)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_124">
     <path d="M 104.4 434.705455 
@@ -1521,7 +1521,7 @@ L 216 434.705455
 L 216 422.200981 
 L 199.636364 422.200981 
 z
-" clip-path="url(#pa7f3fcdfaa)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p0fa021aec6)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_130">
     <path d="M 216 434.705455 
@@ -1529,14 +1529,14 @@ L 232.363636 434.705455
 L 232.363636 431.579336 
 L 216 431.579336 
 z
-" clip-path="url(#pa7f3fcdfaa)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p0fa021aec6)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_37"/>
    <g id="matplotlib.axis_38"/>
    <g id="line2d_19">
     <path d="M 198 431.579336 
 L 234 431.579336 
-" clip-path="url(#pa7f3fcdfaa)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p0fa021aec6)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_131">
     <path d="M 198 434.705455 
@@ -1593,7 +1593,7 @@ L 122.4 460.276364
 L 122.4 447.146667 
 L 106.036364 447.146667 
 z
-" clip-path="url(#pcbc27e0527)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pf16e1c0ac7)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_137">
     <path d="M 122.4 460.276364 
@@ -1601,14 +1601,14 @@ L 138.763636 460.276364
 L 138.763636 457.775469 
 L 122.4 457.775469 
 z
-" clip-path="url(#pcbc27e0527)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pf16e1c0ac7)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_39"/>
    <g id="matplotlib.axis_40"/>
    <g id="line2d_20">
     <path d="M 104.4 457.775469 
 L 140.4 457.775469 
-" clip-path="url(#pcbc27e0527)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pf16e1c0ac7)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_138">
     <path d="M 104.4 460.276364 
@@ -1660,7 +1660,7 @@ L 216 460.276364
 L 216 447.77189 
 L 199.636364 447.77189 
 z
-" clip-path="url(#p8ebcc6c991)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pd2c6adde68)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_144">
     <path d="M 216 460.276364 
@@ -1668,14 +1668,14 @@ L 232.363636 460.276364
 L 232.363636 457.150245 
 L 216 457.150245 
 z
-" clip-path="url(#p8ebcc6c991)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pd2c6adde68)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_41"/>
    <g id="matplotlib.axis_42"/>
    <g id="line2d_21">
     <path d="M 198 457.150245 
 L 234 457.150245 
-" clip-path="url(#p8ebcc6c991)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pd2c6adde68)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_145">
     <path d="M 198 460.276364 
@@ -1732,7 +1732,7 @@ L 122.4 485.847273
 L 122.4 472.717576 
 L 106.036364 472.717576 
 z
-" clip-path="url(#p02df18887e)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p9c3ab947b9)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_151">
     <path d="M 122.4 485.847273 
@@ -1740,14 +1740,14 @@ L 138.763636 485.847273
 L 138.763636 483.346378 
 L 122.4 483.346378 
 z
-" clip-path="url(#p02df18887e)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p9c3ab947b9)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_43"/>
    <g id="matplotlib.axis_44"/>
    <g id="line2d_22">
     <path d="M 104.4 483.346378 
 L 140.4 483.346378 
-" clip-path="url(#p02df18887e)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p9c3ab947b9)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_152">
     <path d="M 104.4 485.847273 
@@ -1799,7 +1799,7 @@ L 216 485.847273
 L 216 473.342799 
 L 199.636364 473.342799 
 z
-" clip-path="url(#pc86cba1d29)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p31a820baf6)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_158">
     <path d="M 216 485.847273 
@@ -1807,14 +1807,14 @@ L 232.363636 485.847273
 L 232.363636 482.721154 
 L 216 482.721154 
 z
-" clip-path="url(#pc86cba1d29)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p31a820baf6)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_45"/>
    <g id="matplotlib.axis_46"/>
    <g id="line2d_23">
     <path d="M 198 482.721154 
 L 234 482.721154 
-" clip-path="url(#pc86cba1d29)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p31a820baf6)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_159">
     <path d="M 198 485.847273 
@@ -1871,7 +1871,7 @@ L 122.4 511.418182
 L 122.4 498.288485 
 L 106.036364 498.288485 
 z
-" clip-path="url(#pa2c97f66ae)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pa6605e9360)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_165">
     <path d="M 122.4 511.418182 
@@ -1879,14 +1879,14 @@ L 138.763636 511.418182
 L 138.763636 508.917287 
 L 122.4 508.917287 
 z
-" clip-path="url(#pa2c97f66ae)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pa6605e9360)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_47"/>
    <g id="matplotlib.axis_48"/>
    <g id="line2d_24">
     <path d="M 104.4 508.917287 
 L 140.4 508.917287 
-" clip-path="url(#pa2c97f66ae)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pa6605e9360)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_166">
     <path d="M 104.4 511.418182 
@@ -1938,7 +1938,7 @@ L 216 511.418182
 L 216 498.913709 
 L 199.636364 498.913709 
 z
-" clip-path="url(#pcd290b3349)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pbe84e8d65a)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_172">
     <path d="M 216 511.418182 
@@ -1946,14 +1946,14 @@ L 232.363636 511.418182
 L 232.363636 508.292063 
 L 216 508.292063 
 z
-" clip-path="url(#pcd290b3349)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pbe84e8d65a)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_49"/>
    <g id="matplotlib.axis_50"/>
    <g id="line2d_25">
     <path d="M 198 508.292063 
 L 234 508.292063 
-" clip-path="url(#pcd290b3349)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pbe84e8d65a)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_173">
     <path d="M 198 511.418182 
@@ -2010,7 +2010,7 @@ L 122.4 536.989091
 L 122.4 523.859394 
 L 106.036364 523.859394 
 z
-" clip-path="url(#p379fd87287)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pb285b8abfc)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_179">
     <path d="M 122.4 536.989091 
@@ -2018,14 +2018,14 @@ L 138.763636 536.989091
 L 138.763636 534.488196 
 L 122.4 534.488196 
 z
-" clip-path="url(#p379fd87287)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pb285b8abfc)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_51"/>
    <g id="matplotlib.axis_52"/>
    <g id="line2d_26">
     <path d="M 104.4 534.488196 
 L 140.4 534.488196 
-" clip-path="url(#p379fd87287)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pb285b8abfc)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_180">
     <path d="M 104.4 536.989091 
@@ -2077,7 +2077,7 @@ L 216 536.989091
 L 216 524.484618 
 L 199.636364 524.484618 
 z
-" clip-path="url(#p9cda384c2c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p113c39012d)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_186">
     <path d="M 216 536.989091 
@@ -2085,14 +2085,14 @@ L 232.363636 536.989091
 L 232.363636 533.862973 
 L 216 533.862973 
 z
-" clip-path="url(#p9cda384c2c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p113c39012d)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_53"/>
    <g id="matplotlib.axis_54"/>
    <g id="line2d_27">
     <path d="M 198 533.862973 
 L 234 533.862973 
-" clip-path="url(#p9cda384c2c)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p113c39012d)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_187">
     <path d="M 198 536.989091 
@@ -2149,7 +2149,7 @@ L 122.4 562.56
 L 122.4 549.273997 
 L 106.036364 549.273997 
 z
-" clip-path="url(#pd91362760f)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p4844ea397f)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_193">
     <path d="M 122.4 562.56 
@@ -2157,14 +2157,14 @@ L 138.763636 562.56
 L 138.763636 560.215411 
 L 122.4 560.215411 
 z
-" clip-path="url(#pd91362760f)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p4844ea397f)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_55"/>
    <g id="matplotlib.axis_56"/>
    <g id="line2d_28">
     <path d="M 104.4 560.215411 
 L 140.4 560.215411 
-" clip-path="url(#pd91362760f)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p4844ea397f)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_194">
     <path d="M 104.4 562.56 
@@ -2243,7 +2243,7 @@ L 216 562.56
 L 216 550.055527 
 L 199.636364 550.055527 
 z
-" clip-path="url(#pc02c161056)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p2348e1800c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_200">
     <path d="M 216 562.56 
@@ -2251,14 +2251,14 @@ L 232.363636 562.56
 L 232.363636 559.433882 
 L 216 559.433882 
 z
-" clip-path="url(#pc02c161056)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p2348e1800c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_57"/>
    <g id="matplotlib.axis_58"/>
    <g id="line2d_29">
     <path d="M 198 559.433882 
 L 234 559.433882 
-" clip-path="url(#pc02c161056)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p2348e1800c)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_201">
     <path d="M 198 562.56 
@@ -2309,7 +2309,7 @@ L 262.8 562.56
 L 262.8 550.524444 
 L 246.436364 550.524444 
 z
-" clip-path="url(#p919b3158ff)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p59e775ea10)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_207">
     <path d="M 262.8 562.56 
@@ -2317,14 +2317,14 @@ L 279.163636 562.56
 L 279.163636 558.964964 
 L 262.8 558.964964 
 z
-" clip-path="url(#p919b3158ff)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p59e775ea10)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_59"/>
    <g id="matplotlib.axis_60"/>
    <g id="line2d_30">
     <path d="M 244.8 558.964964 
 L 280.8 558.964964 
-" clip-path="url(#p919b3158ff)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p59e775ea10)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_208">
     <path d="M 244.8 562.56 
@@ -2414,7 +2414,7 @@ L 122.4 588.130909
 L 122.4 574.844906 
 L 106.036364 574.844906 
 z
-" clip-path="url(#p57016086f3)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p9be58d8e80)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_214">
     <path d="M 122.4 588.130909 
@@ -2422,14 +2422,14 @@ L 138.763636 588.130909
 L 138.763636 585.78632 
 L 122.4 585.78632 
 z
-" clip-path="url(#p57016086f3)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p9be58d8e80)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_61"/>
    <g id="matplotlib.axis_62"/>
    <g id="line2d_31">
     <path d="M 104.4 585.78632 
 L 140.4 585.78632 
-" clip-path="url(#p57016086f3)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p9be58d8e80)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_215">
     <path d="M 104.4 588.130909 
@@ -2481,7 +2481,7 @@ L 216 588.130909
 L 216 575.626436 
 L 199.636364 575.626436 
 z
-" clip-path="url(#p4b1042db5d)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pb7756a881f)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_221">
     <path d="M 216 588.130909 
@@ -2489,14 +2489,14 @@ L 232.363636 588.130909
 L 232.363636 585.004791 
 L 216 585.004791 
 z
-" clip-path="url(#p4b1042db5d)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pb7756a881f)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_63"/>
    <g id="matplotlib.axis_64"/>
    <g id="line2d_32">
     <path d="M 198 585.004791 
 L 234 585.004791 
-" clip-path="url(#p4b1042db5d)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pb7756a881f)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_222">
     <path d="M 198 588.130909 
@@ -2547,7 +2547,7 @@ L 262.8 588.130909
 L 262.8 576.095354 
 L 246.436364 576.095354 
 z
-" clip-path="url(#p6a1b3e8053)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pf5d25b8629)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_228">
     <path d="M 262.8 588.130909 
@@ -2555,14 +2555,14 @@ L 279.163636 588.130909
 L 279.163636 584.535873 
 L 262.8 584.535873 
 z
-" clip-path="url(#p6a1b3e8053)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pf5d25b8629)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_65"/>
    <g id="matplotlib.axis_66"/>
    <g id="line2d_33">
     <path d="M 244.8 584.535873 
 L 280.8 584.535873 
-" clip-path="url(#p6a1b3e8053)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pf5d25b8629)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_229">
     <path d="M 244.8 588.130909 
@@ -2618,7 +2618,7 @@ L 122.4 613.701818
 L 122.4 600.415815 
 L 106.036364 600.415815 
 z
-" clip-path="url(#p8d3e4dbece)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p944ef282d6)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_235">
     <path d="M 122.4 613.701818 
@@ -2626,14 +2626,14 @@ L 138.763636 613.701818
 L 138.763636 611.357229 
 L 122.4 611.357229 
 z
-" clip-path="url(#p8d3e4dbece)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p944ef282d6)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_67"/>
    <g id="matplotlib.axis_68"/>
    <g id="line2d_34">
     <path d="M 104.4 611.357229 
 L 140.4 611.357229 
-" clip-path="url(#p8d3e4dbece)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p944ef282d6)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_236">
     <path d="M 104.4 613.701818 
@@ -2685,7 +2685,7 @@ L 216 613.701818
 L 216 601.197345 
 L 199.636364 601.197345 
 z
-" clip-path="url(#p871ed17635)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pf6e79e8222)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_242">
     <path d="M 216 613.701818 
@@ -2693,14 +2693,14 @@ L 232.363636 613.701818
 L 232.363636 610.5757 
 L 216 610.5757 
 z
-" clip-path="url(#p871ed17635)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pf6e79e8222)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_69"/>
    <g id="matplotlib.axis_70"/>
    <g id="line2d_35">
     <path d="M 198 610.5757 
 L 234 610.5757 
-" clip-path="url(#p871ed17635)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pf6e79e8222)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_243">
     <path d="M 198 613.701818 
@@ -2751,7 +2751,7 @@ L 262.8 613.701818
 L 262.8 601.666263 
 L 246.436364 601.666263 
 z
-" clip-path="url(#p3a93199357)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pcf91c90191)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_249">
     <path d="M 262.8 613.701818 
@@ -2759,14 +2759,14 @@ L 279.163636 613.701818
 L 279.163636 610.106782 
 L 262.8 610.106782 
 z
-" clip-path="url(#p3a93199357)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pcf91c90191)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_71"/>
    <g id="matplotlib.axis_72"/>
    <g id="line2d_36">
     <path d="M 244.8 610.106782 
 L 280.8 610.106782 
-" clip-path="url(#p3a93199357)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pcf91c90191)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_250">
     <path d="M 244.8 613.701818 
@@ -2822,7 +2822,7 @@ L 122.4 639.272727
 L 122.4 625.986724 
 L 106.036364 625.986724 
 z
-" clip-path="url(#p3061335aa2)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pc34d0cca53)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_256">
     <path d="M 122.4 639.272727 
@@ -2830,14 +2830,14 @@ L 138.763636 639.272727
 L 138.763636 636.928139 
 L 122.4 636.928139 
 z
-" clip-path="url(#p3061335aa2)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pc34d0cca53)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_73"/>
    <g id="matplotlib.axis_74"/>
    <g id="line2d_37">
     <path d="M 104.4 636.928139 
 L 140.4 636.928139 
-" clip-path="url(#p3061335aa2)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pc34d0cca53)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_257">
     <path d="M 104.4 639.272727 
@@ -2888,7 +2888,7 @@ L 169.2 639.272727
 L 169.2 626.455642 
 L 152.836364 626.455642 
 z
-" clip-path="url(#pba627abe7c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#paa87d48716)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_263">
     <path d="M 169.2 639.272727 
@@ -2896,14 +2896,14 @@ L 185.563636 639.272727
 L 185.563636 636.459221 
 L 169.2 636.459221 
 z
-" clip-path="url(#pba627abe7c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#paa87d48716)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_75"/>
    <g id="matplotlib.axis_76"/>
    <g id="line2d_38">
     <path d="M 151.2 636.459221 
 L 187.2 636.459221 
-" clip-path="url(#pba627abe7c)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#paa87d48716)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_264">
     <path d="M 151.2 639.272727 
@@ -2995,7 +2995,7 @@ L 216 639.272727
 L 216 626.768254 
 L 199.636364 626.768254 
 z
-" clip-path="url(#p9a296a241c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p15896ac6f3)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_270">
     <path d="M 216 639.272727 
@@ -3003,14 +3003,14 @@ L 232.363636 639.272727
 L 232.363636 636.146609 
 L 216 636.146609 
 z
-" clip-path="url(#p9a296a241c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p15896ac6f3)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_77"/>
    <g id="matplotlib.axis_78"/>
    <g id="line2d_39">
     <path d="M 198 636.146609 
 L 234 636.146609 
-" clip-path="url(#p9a296a241c)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p15896ac6f3)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_271">
     <path d="M 198 639.272727 
@@ -3061,7 +3061,7 @@ L 262.8 639.272727
 L 262.8 627.237172 
 L 246.436364 627.237172 
 z
-" clip-path="url(#pe0a63c99dc)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p5d42a6d19c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_277">
     <path d="M 262.8 639.272727 
@@ -3069,14 +3069,14 @@ L 279.163636 639.272727
 L 279.163636 635.677691 
 L 262.8 635.677691 
 z
-" clip-path="url(#pe0a63c99dc)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p5d42a6d19c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_79"/>
    <g id="matplotlib.axis_80"/>
    <g id="line2d_40">
     <path d="M 244.8 635.677691 
 L 280.8 635.677691 
-" clip-path="url(#pe0a63c99dc)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p5d42a6d19c)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_278">
     <path d="M 244.8 639.272727 
@@ -3132,7 +3132,7 @@ L 122.4 664.843636
 L 122.4 651.557633 
 L 106.036364 651.557633 
 z
-" clip-path="url(#p0d8f9e11af)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#paf38f104c4)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_284">
     <path d="M 122.4 664.843636 
@@ -3140,14 +3140,14 @@ L 138.763636 664.843636
 L 138.763636 662.499048 
 L 122.4 662.499048 
 z
-" clip-path="url(#p0d8f9e11af)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#paf38f104c4)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_81"/>
    <g id="matplotlib.axis_82"/>
    <g id="line2d_41">
     <path d="M 104.4 662.499048 
 L 140.4 662.499048 
-" clip-path="url(#p0d8f9e11af)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#paf38f104c4)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_285">
     <path d="M 104.4 664.843636 
@@ -3198,7 +3198,7 @@ L 169.2 664.843636
 L 169.2 652.026551 
 L 152.836364 652.026551 
 z
-" clip-path="url(#pfa7f8c6d82)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p439822ed22)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_291">
     <path d="M 169.2 664.843636 
@@ -3206,14 +3206,14 @@ L 185.563636 664.843636
 L 185.563636 662.03013 
 L 169.2 662.03013 
 z
-" clip-path="url(#pfa7f8c6d82)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p439822ed22)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_83"/>
    <g id="matplotlib.axis_84"/>
    <g id="line2d_42">
     <path d="M 151.2 662.03013 
 L 187.2 662.03013 
-" clip-path="url(#pfa7f8c6d82)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p439822ed22)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_292">
     <path d="M 151.2 664.843636 
@@ -3264,7 +3264,7 @@ L 216 664.843636
 L 216 652.182857 
 L 199.636364 652.182857 
 z
-" clip-path="url(#pbbbc1601f6)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p185ca499a9)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_298">
     <path d="M 216 664.843636 
@@ -3272,14 +3272,14 @@ L 232.363636 664.843636
 L 232.363636 661.873824 
 L 216 661.873824 
 z
-" clip-path="url(#pbbbc1601f6)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p185ca499a9)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_85"/>
    <g id="matplotlib.axis_86"/>
    <g id="line2d_43">
     <path d="M 198 661.873824 
 L 234 661.873824 
-" clip-path="url(#pbbbc1601f6)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p185ca499a9)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_299">
     <path d="M 198 664.843636 
@@ -3362,7 +3362,7 @@ L 262.8 664.843636
 L 262.8 652.651775 
 L 246.436364 652.651775 
 z
-" clip-path="url(#p09b6216be1)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pd79367b75c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_305">
     <path d="M 262.8 664.843636 
@@ -3370,14 +3370,14 @@ L 279.163636 664.843636
 L 279.163636 661.404906 
 L 262.8 661.404906 
 z
-" clip-path="url(#p09b6216be1)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pd79367b75c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_87"/>
    <g id="matplotlib.axis_88"/>
    <g id="line2d_44">
     <path d="M 244.8 661.404906 
 L 280.8 661.404906 
-" clip-path="url(#p09b6216be1)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pd79367b75c)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_306">
     <path d="M 244.8 664.843636 
@@ -3428,7 +3428,7 @@ L 309.6 664.843636
 L 309.6 653.120693 
 L 293.236364 653.120693 
 z
-" clip-path="url(#p08fac75855)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p46e5cc4a41)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_312">
     <path d="M 309.6 664.843636 
@@ -3436,14 +3436,14 @@ L 325.963636 664.843636
 L 325.963636 660.935988 
 L 309.6 660.935988 
 z
-" clip-path="url(#p08fac75855)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p46e5cc4a41)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_89"/>
    <g id="matplotlib.axis_90"/>
    <g id="line2d_45">
     <path d="M 291.6 660.935988 
 L 327.6 660.935988 
-" clip-path="url(#p08fac75855)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p46e5cc4a41)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_313">
     <path d="M 291.6 664.843636 
@@ -3494,7 +3494,7 @@ L 356.4 664.843636
 L 356.4 653.433304 
 L 340.036364 653.433304 
 z
-" clip-path="url(#p935535468a)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pb5a3c87180)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_319">
     <path d="M 356.4 664.843636 
@@ -3502,14 +3502,14 @@ L 372.763636 664.843636
 L 372.763636 660.623377 
 L 356.4 660.623377 
 z
-" clip-path="url(#p935535468a)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pb5a3c87180)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_91"/>
    <g id="matplotlib.axis_92"/>
    <g id="line2d_46">
     <path d="M 338.4 660.623377 
 L 374.4 660.623377 
-" clip-path="url(#p935535468a)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pb5a3c87180)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_320">
     <path d="M 338.4 664.843636 
@@ -3574,7 +3574,7 @@ L 75.6 690.414545
 L 75.6 676.972237 
 L 59.236364 676.972237 
 z
-" clip-path="url(#pcdc889b748)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pd876b4e1bd)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_326">
     <path d="M 75.6 690.414545 
@@ -3582,14 +3582,14 @@ L 91.963636 690.414545
 L 91.963636 688.226263 
 L 75.6 688.226263 
 z
-" clip-path="url(#pcdc889b748)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pd876b4e1bd)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_93"/>
    <g id="matplotlib.axis_94"/>
    <g id="line2d_47">
     <path d="M 57.6 688.226263 
 L 93.6 688.226263 
-" clip-path="url(#pcdc889b748)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pd876b4e1bd)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_327">
     <path d="M 57.6 690.414545 
@@ -3661,7 +3661,7 @@ L 122.4 690.414545
 L 122.4 677.128543 
 L 106.036364 677.128543 
 z
-" clip-path="url(#p1676018767)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p69fdb9554a)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_333">
     <path d="M 122.4 690.414545 
@@ -3669,14 +3669,14 @@ L 138.763636 690.414545
 L 138.763636 688.069957 
 L 122.4 688.069957 
 z
-" clip-path="url(#p1676018767)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p69fdb9554a)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_95"/>
    <g id="matplotlib.axis_96"/>
    <g id="line2d_48">
     <path d="M 104.4 688.069957 
 L 140.4 688.069957 
-" clip-path="url(#p1676018767)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p69fdb9554a)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_334">
     <path d="M 104.4 690.414545 
@@ -3727,7 +3727,7 @@ L 169.2 690.414545
 L 169.2 677.59746 
 L 152.836364 677.59746 
 z
-" clip-path="url(#p5a6b22a62b)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p5d83c7e068)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_340">
     <path d="M 169.2 690.414545 
@@ -3735,14 +3735,14 @@ L 185.563636 690.414545
 L 185.563636 687.601039 
 L 169.2 687.601039 
 z
-" clip-path="url(#p5a6b22a62b)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p5d83c7e068)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_97"/>
    <g id="matplotlib.axis_98"/>
    <g id="line2d_49">
     <path d="M 151.2 687.601039 
 L 187.2 687.601039 
-" clip-path="url(#p5a6b22a62b)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p5d83c7e068)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_341">
     <path d="M 151.2 690.414545 
@@ -3793,7 +3793,7 @@ L 216 690.414545
 L 216 677.753766 
 L 199.636364 677.753766 
 z
-" clip-path="url(#p0260ece8d6)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pffcfb55ea5)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_347">
     <path d="M 216 690.414545 
@@ -3801,14 +3801,14 @@ L 232.363636 690.414545
 L 232.363636 687.444733 
 L 216 687.444733 
 z
-" clip-path="url(#p0260ece8d6)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pffcfb55ea5)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_99"/>
    <g id="matplotlib.axis_100"/>
    <g id="line2d_50">
     <path d="M 198 687.444733 
 L 234 687.444733 
-" clip-path="url(#p0260ece8d6)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pffcfb55ea5)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_348">
     <path d="M 198 690.414545 
@@ -3859,7 +3859,7 @@ L 262.8 690.414545
 L 262.8 678.222684 
 L 246.436364 678.222684 
 z
-" clip-path="url(#pb8e7dad883)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pc1e61dd94d)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_354">
     <path d="M 262.8 690.414545 
@@ -3867,14 +3867,14 @@ L 279.163636 690.414545
 L 279.163636 686.975815 
 L 262.8 686.975815 
 z
-" clip-path="url(#pb8e7dad883)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pc1e61dd94d)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_101"/>
    <g id="matplotlib.axis_102"/>
    <g id="line2d_51">
     <path d="M 244.8 686.975815 
 L 280.8 686.975815 
-" clip-path="url(#pb8e7dad883)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pc1e61dd94d)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_355">
     <path d="M 244.8 690.414545 
@@ -3925,7 +3925,7 @@ L 309.6 690.414545
 L 309.6 678.691602 
 L 293.236364 678.691602 
 z
-" clip-path="url(#p2254778c42)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p4b884f67d4)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_361">
     <path d="M 309.6 690.414545 
@@ -3933,14 +3933,14 @@ L 325.963636 690.414545
 L 325.963636 686.506898 
 L 309.6 686.506898 
 z
-" clip-path="url(#p2254778c42)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p4b884f67d4)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_103"/>
    <g id="matplotlib.axis_104"/>
    <g id="line2d_52">
     <path d="M 291.6 686.506898 
 L 327.6 686.506898 
-" clip-path="url(#p2254778c42)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p4b884f67d4)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_362">
     <path d="M 291.6 690.414545 
@@ -3991,7 +3991,7 @@ L 356.4 690.414545
 L 356.4 679.004214 
 L 340.036364 679.004214 
 z
-" clip-path="url(#p91b81263f4)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p641358f8bf)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_368">
     <path d="M 356.4 690.414545 
@@ -3999,14 +3999,14 @@ L 372.763636 690.414545
 L 372.763636 686.194286 
 L 356.4 686.194286 
 z
-" clip-path="url(#p91b81263f4)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p641358f8bf)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_105"/>
    <g id="matplotlib.axis_106"/>
    <g id="line2d_53">
     <path d="M 338.4 686.194286 
 L 374.4 686.194286 
-" clip-path="url(#p91b81263f4)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p641358f8bf)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_369">
     <path d="M 338.4 690.414545 
@@ -4059,7 +4059,7 @@ L 75.6 715.985455
 L 75.6 702.543146 
 L 59.236364 702.543146 
 z
-" clip-path="url(#pec524e99e9)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p3e9f842c94)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_375">
     <path d="M 75.6 715.985455 
@@ -4067,14 +4067,14 @@ L 91.963636 715.985455
 L 91.963636 713.797172 
 L 75.6 713.797172 
 z
-" clip-path="url(#pec524e99e9)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p3e9f842c94)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_107"/>
    <g id="matplotlib.axis_108"/>
    <g id="line2d_54">
     <path d="M 57.6 713.797172 
 L 93.6 713.797172 
-" clip-path="url(#pec524e99e9)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p3e9f842c94)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_376">
     <path d="M 57.6 715.985455 
@@ -4125,7 +4125,7 @@ L 122.4 715.985455
 L 122.4 702.699452 
 L 106.036364 702.699452 
 z
-" clip-path="url(#p5bc46a9a8d)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p70c7b28ab3)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_382">
     <path d="M 122.4 715.985455 
@@ -4133,14 +4133,14 @@ L 138.763636 715.985455
 L 138.763636 713.640866 
 L 122.4 713.640866 
 z
-" clip-path="url(#p5bc46a9a8d)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p70c7b28ab3)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_109"/>
    <g id="matplotlib.axis_110"/>
    <g id="line2d_55">
     <path d="M 104.4 713.640866 
 L 140.4 713.640866 
-" clip-path="url(#p5bc46a9a8d)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p70c7b28ab3)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_383">
     <path d="M 104.4 715.985455 
@@ -4191,7 +4191,7 @@ L 169.2 715.985455
 L 169.2 703.168369 
 L 152.836364 703.168369 
 z
-" clip-path="url(#paf4c346e0f)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pd31ee20560)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_389">
     <path d="M 169.2 715.985455 
@@ -4199,14 +4199,14 @@ L 185.563636 715.985455
 L 185.563636 713.171948 
 L 169.2 713.171948 
 z
-" clip-path="url(#paf4c346e0f)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pd31ee20560)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_111"/>
    <g id="matplotlib.axis_112"/>
    <g id="line2d_56">
     <path d="M 151.2 713.171948 
 L 187.2 713.171948 
-" clip-path="url(#paf4c346e0f)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pd31ee20560)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_390">
     <path d="M 151.2 715.985455 
@@ -4257,7 +4257,7 @@ L 216 715.985455
 L 216 703.324675 
 L 199.636364 703.324675 
 z
-" clip-path="url(#pea272c228f)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p7fdf391165)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_396">
     <path d="M 216 715.985455 
@@ -4265,14 +4265,14 @@ L 232.363636 715.985455
 L 232.363636 713.015642 
 L 216 713.015642 
 z
-" clip-path="url(#pea272c228f)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p7fdf391165)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_113"/>
    <g id="matplotlib.axis_114"/>
    <g id="line2d_57">
     <path d="M 198 713.015642 
 L 234 713.015642 
-" clip-path="url(#pea272c228f)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p7fdf391165)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_397">
     <path d="M 198 715.985455 
@@ -4323,7 +4323,7 @@ L 262.8 715.985455
 L 262.8 703.793593 
 L 246.436364 703.793593 
 z
-" clip-path="url(#p163f1cad02)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pac1258ed50)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_403">
     <path d="M 262.8 715.985455 
@@ -4331,14 +4331,14 @@ L 279.163636 715.985455
 L 279.163636 712.546724 
 L 262.8 712.546724 
 z
-" clip-path="url(#p163f1cad02)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pac1258ed50)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_115"/>
    <g id="matplotlib.axis_116"/>
    <g id="line2d_58">
     <path d="M 244.8 712.546724 
 L 280.8 712.546724 
-" clip-path="url(#p163f1cad02)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pac1258ed50)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_404">
     <path d="M 244.8 715.985455 
@@ -4389,7 +4389,7 @@ L 309.6 715.985455
 L 309.6 704.262511 
 L 293.236364 704.262511 
 z
-" clip-path="url(#pa7ef6aee5c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p123377dacd)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_410">
     <path d="M 309.6 715.985455 
@@ -4397,14 +4397,14 @@ L 325.963636 715.985455
 L 325.963636 712.077807 
 L 309.6 712.077807 
 z
-" clip-path="url(#pa7ef6aee5c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p123377dacd)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_117"/>
    <g id="matplotlib.axis_118"/>
    <g id="line2d_59">
     <path d="M 291.6 712.077807 
 L 327.6 712.077807 
-" clip-path="url(#pa7ef6aee5c)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p123377dacd)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_411">
     <path d="M 291.6 715.985455 
@@ -4455,7 +4455,7 @@ L 356.4 715.985455
 L 356.4 704.575123 
 L 340.036364 704.575123 
 z
-" clip-path="url(#pa8e95705d5)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pfe5504380a)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_417">
     <path d="M 356.4 715.985455 
@@ -4463,14 +4463,14 @@ L 372.763636 715.985455
 L 372.763636 711.765195 
 L 356.4 711.765195 
 z
-" clip-path="url(#pa8e95705d5)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pfe5504380a)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_119"/>
    <g id="matplotlib.axis_120"/>
    <g id="line2d_60">
     <path d="M 338.4 711.765195 
 L 374.4 711.765195 
-" clip-path="url(#pa8e95705d5)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pfe5504380a)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_418">
     <path d="M 338.4 715.985455 
@@ -4523,7 +4523,7 @@ L 75.6 741.556364
 L 75.6 728.114055 
 L 59.236364 728.114055 
 z
-" clip-path="url(#pf68cb0fd8b)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p1d83215244)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_424">
     <path d="M 75.6 741.556364 
@@ -4531,14 +4531,14 @@ L 91.963636 741.556364
 L 91.963636 739.368081 
 L 75.6 739.368081 
 z
-" clip-path="url(#pf68cb0fd8b)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p1d83215244)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_121"/>
    <g id="matplotlib.axis_122"/>
    <g id="line2d_61">
     <path d="M 57.6 739.368081 
 L 93.6 739.368081 
-" clip-path="url(#pf68cb0fd8b)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p1d83215244)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_425">
     <path d="M 57.6 741.556364 
@@ -4589,7 +4589,7 @@ L 122.4 741.556364
 L 122.4 728.270361 
 L 106.036364 728.270361 
 z
-" clip-path="url(#p6d68654cb0)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pe6d131e85e)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_431">
     <path d="M 122.4 741.556364 
@@ -4597,14 +4597,14 @@ L 138.763636 741.556364
 L 138.763636 739.211775 
 L 122.4 739.211775 
 z
-" clip-path="url(#p6d68654cb0)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pe6d131e85e)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_123"/>
    <g id="matplotlib.axis_124"/>
    <g id="line2d_62">
     <path d="M 104.4 739.211775 
 L 140.4 739.211775 
-" clip-path="url(#p6d68654cb0)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pe6d131e85e)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_432">
     <path d="M 104.4 741.556364 
@@ -4655,7 +4655,7 @@ L 169.2 741.556364
 L 169.2 728.739278 
 L 152.836364 728.739278 
 z
-" clip-path="url(#pd6ae6793e4)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p4ab1c6a32f)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_438">
     <path d="M 169.2 741.556364 
@@ -4663,14 +4663,14 @@ L 185.563636 741.556364
 L 185.563636 738.742857 
 L 169.2 738.742857 
 z
-" clip-path="url(#pd6ae6793e4)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p4ab1c6a32f)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_125"/>
    <g id="matplotlib.axis_126"/>
    <g id="line2d_63">
     <path d="M 151.2 738.742857 
 L 187.2 738.742857 
-" clip-path="url(#pd6ae6793e4)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p4ab1c6a32f)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_439">
     <path d="M 151.2 741.556364 
@@ -4721,7 +4721,7 @@ L 216 741.556364
 L 216 728.895584 
 L 199.636364 728.895584 
 z
-" clip-path="url(#p237f3843cc)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p4aeb76fe5f)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_445">
     <path d="M 216 741.556364 
@@ -4729,14 +4729,14 @@ L 232.363636 741.556364
 L 232.363636 738.586551 
 L 216 738.586551 
 z
-" clip-path="url(#p237f3843cc)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p4aeb76fe5f)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_127"/>
    <g id="matplotlib.axis_128"/>
    <g id="line2d_64">
     <path d="M 198 738.586551 
 L 234 738.586551 
-" clip-path="url(#p237f3843cc)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p4aeb76fe5f)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_446">
     <path d="M 198 741.556364 
@@ -4787,7 +4787,7 @@ L 262.8 741.556364
 L 262.8 729.364502 
 L 246.436364 729.364502 
 z
-" clip-path="url(#p0be3232dfb)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pe30426a7a7)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_452">
     <path d="M 262.8 741.556364 
@@ -4795,14 +4795,14 @@ L 279.163636 741.556364
 L 279.163636 738.117633 
 L 262.8 738.117633 
 z
-" clip-path="url(#p0be3232dfb)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pe30426a7a7)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_129"/>
    <g id="matplotlib.axis_130"/>
    <g id="line2d_65">
     <path d="M 244.8 738.117633 
 L 280.8 738.117633 
-" clip-path="url(#p0be3232dfb)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pe30426a7a7)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_453">
     <path d="M 244.8 741.556364 
@@ -4853,7 +4853,7 @@ L 309.6 741.556364
 L 309.6 729.677114 
 L 293.236364 729.677114 
 z
-" clip-path="url(#p95620c60e7)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p99e5e42aad)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_459">
     <path d="M 309.6 741.556364 
@@ -4861,14 +4861,14 @@ L 325.963636 741.556364
 L 325.963636 737.805022 
 L 309.6 737.805022 
 z
-" clip-path="url(#p95620c60e7)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p99e5e42aad)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_131"/>
    <g id="matplotlib.axis_132"/>
    <g id="line2d_66">
     <path d="M 291.6 737.805022 
 L 327.6 737.805022 
-" clip-path="url(#p95620c60e7)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p99e5e42aad)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_460">
     <path d="M 291.6 741.556364 
@@ -4919,7 +4919,7 @@ L 356.4 741.556364
 L 356.4 729.989726 
 L 340.036364 729.989726 
 z
-" clip-path="url(#p8ba890a7ec)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pc96fa1d891)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_466">
     <path d="M 356.4 741.556364 
@@ -4927,14 +4927,14 @@ L 372.763636 741.556364
 L 372.763636 737.49241 
 L 356.4 737.49241 
 z
-" clip-path="url(#p8ba890a7ec)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pc96fa1d891)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_133"/>
    <g id="matplotlib.axis_134"/>
    <g id="line2d_67">
     <path d="M 338.4 737.49241 
 L 374.4 737.49241 
-" clip-path="url(#p8ba890a7ec)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pc96fa1d891)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_467">
     <path d="M 338.4 741.556364 
@@ -4987,7 +4987,7 @@ L 75.6 767.127273
 L 75.6 753.684964 
 L 59.236364 753.684964 
 z
-" clip-path="url(#p1763cda27c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p848b50fa14)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_473">
     <path d="M 75.6 767.127273 
@@ -4995,14 +4995,14 @@ L 91.963636 767.127273
 L 91.963636 764.93899 
 L 75.6 764.93899 
 z
-" clip-path="url(#p1763cda27c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p848b50fa14)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_135"/>
    <g id="matplotlib.axis_136"/>
    <g id="line2d_68">
     <path d="M 57.6 764.93899 
 L 93.6 764.93899 
-" clip-path="url(#p1763cda27c)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p848b50fa14)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_474">
     <path d="M 57.6 767.127273 
@@ -5053,7 +5053,7 @@ L 122.4 767.127273
 L 122.4 753.84127 
 L 106.036364 753.84127 
 z
-" clip-path="url(#p5fea3811df)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p0dea575f16)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_480">
     <path d="M 122.4 767.127273 
@@ -5061,14 +5061,14 @@ L 138.763636 767.127273
 L 138.763636 764.782684 
 L 122.4 764.782684 
 z
-" clip-path="url(#p5fea3811df)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p0dea575f16)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_137"/>
    <g id="matplotlib.axis_138"/>
    <g id="line2d_69">
     <path d="M 104.4 764.782684 
 L 140.4 764.782684 
-" clip-path="url(#p5fea3811df)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p0dea575f16)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_481">
     <path d="M 104.4 767.127273 
@@ -5119,7 +5119,7 @@ L 169.2 767.127273
 L 169.2 754.310188 
 L 152.836364 754.310188 
 z
-" clip-path="url(#pfe84c13838)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pcaaa22d943)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_487">
     <path d="M 169.2 767.127273 
@@ -5127,14 +5127,14 @@ L 185.563636 767.127273
 L 185.563636 764.313766 
 L 169.2 764.313766 
 z
-" clip-path="url(#pfe84c13838)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pcaaa22d943)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_139"/>
    <g id="matplotlib.axis_140"/>
    <g id="line2d_70">
     <path d="M 151.2 764.313766 
 L 187.2 764.313766 
-" clip-path="url(#pfe84c13838)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pcaaa22d943)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_488">
     <path d="M 151.2 767.127273 
@@ -5185,7 +5185,7 @@ L 216 767.127273
 L 216 754.466494 
 L 199.636364 754.466494 
 z
-" clip-path="url(#p8d8dfb3f9c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p4445a0fe19)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_494">
     <path d="M 216 767.127273 
@@ -5193,14 +5193,14 @@ L 232.363636 767.127273
 L 232.363636 764.15746 
 L 216 764.15746 
 z
-" clip-path="url(#p8d8dfb3f9c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p4445a0fe19)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_141"/>
    <g id="matplotlib.axis_142"/>
    <g id="line2d_71">
     <path d="M 198 764.15746 
 L 234 764.15746 
-" clip-path="url(#p8d8dfb3f9c)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p4445a0fe19)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_495">
     <path d="M 198 767.127273 
@@ -5251,7 +5251,7 @@ L 262.8 767.127273
 L 262.8 754.935411 
 L 246.436364 754.935411 
 z
-" clip-path="url(#paaeda69379)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p9c5138930e)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_501">
     <path d="M 262.8 767.127273 
@@ -5259,14 +5259,14 @@ L 279.163636 767.127273
 L 279.163636 763.688543 
 L 262.8 763.688543 
 z
-" clip-path="url(#paaeda69379)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p9c5138930e)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_143"/>
    <g id="matplotlib.axis_144"/>
    <g id="line2d_72">
     <path d="M 244.8 763.688543 
 L 280.8 763.688543 
-" clip-path="url(#paaeda69379)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p9c5138930e)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_502">
     <path d="M 244.8 767.127273 
@@ -5317,7 +5317,7 @@ L 309.6 767.127273
 L 309.6 755.248023 
 L 293.236364 755.248023 
 z
-" clip-path="url(#p5ad376f6f9)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pf0dda1b8f5)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_508">
     <path d="M 309.6 767.127273 
@@ -5325,14 +5325,14 @@ L 325.963636 767.127273
 L 325.963636 763.375931 
 L 309.6 763.375931 
 z
-" clip-path="url(#p5ad376f6f9)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pf0dda1b8f5)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_145"/>
    <g id="matplotlib.axis_146"/>
    <g id="line2d_73">
     <path d="M 291.6 763.375931 
 L 327.6 763.375931 
-" clip-path="url(#p5ad376f6f9)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pf0dda1b8f5)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_509">
     <path d="M 291.6 767.127273 
@@ -5383,7 +5383,7 @@ L 356.4 767.127273
 L 356.4 755.560635 
 L 340.036364 755.560635 
 z
-" clip-path="url(#p3d6a2c2143)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pca4d9ce46e)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_515">
     <path d="M 356.4 767.127273 
@@ -5391,14 +5391,14 @@ L 372.763636 767.127273
 L 372.763636 763.063319 
 L 356.4 763.063319 
 z
-" clip-path="url(#p3d6a2c2143)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pca4d9ce46e)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_147"/>
    <g id="matplotlib.axis_148"/>
    <g id="line2d_74">
     <path d="M 338.4 763.063319 
 L 374.4 763.063319 
-" clip-path="url(#p3d6a2c2143)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pca4d9ce46e)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_516">
     <path d="M 338.4 767.127273 
@@ -5450,7 +5450,7 @@ L 28.8 792.698182
 L 28.8 778.943261 
 L 12.436364 778.943261 
 z
-" clip-path="url(#p56fe5d87c9)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p8c63538c48)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_522">
     <path d="M 28.8 792.698182 
@@ -5458,14 +5458,14 @@ L 45.163636 792.698182
 L 45.163636 790.822511 
 L 28.8 790.822511 
 z
-" clip-path="url(#p56fe5d87c9)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p8c63538c48)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_149"/>
    <g id="matplotlib.axis_150"/>
    <g id="line2d_75">
     <path d="M 10.8 790.822511 
 L 46.8 790.822511 
-" clip-path="url(#p56fe5d87c9)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p8c63538c48)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_523">
     <path d="M 10.8 792.698182 
@@ -5516,7 +5516,7 @@ L 75.6 792.698182
 L 75.6 779.255873 
 L 59.236364 779.255873 
 z
-" clip-path="url(#pd9e9d2eb81)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pa2ca76add1)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_529">
     <path d="M 75.6 792.698182 
@@ -5524,14 +5524,14 @@ L 91.963636 792.698182
 L 91.963636 790.509899 
 L 75.6 790.509899 
 z
-" clip-path="url(#pd9e9d2eb81)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pa2ca76add1)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_151"/>
    <g id="matplotlib.axis_152"/>
    <g id="line2d_76">
     <path d="M 57.6 790.509899 
 L 93.6 790.509899 
-" clip-path="url(#pd9e9d2eb81)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pa2ca76add1)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_530">
     <path d="M 57.6 792.698182 
@@ -5582,7 +5582,7 @@ L 122.4 792.698182
 L 122.4 779.412179 
 L 106.036364 779.412179 
 z
-" clip-path="url(#p889f12856e)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p2eb4bbd709)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_536">
     <path d="M 122.4 792.698182 
@@ -5590,14 +5590,14 @@ L 138.763636 792.698182
 L 138.763636 790.353593 
 L 122.4 790.353593 
 z
-" clip-path="url(#p889f12856e)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p2eb4bbd709)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_153"/>
    <g id="matplotlib.axis_154"/>
    <g id="line2d_77">
     <path d="M 104.4 790.353593 
 L 140.4 790.353593 
-" clip-path="url(#p889f12856e)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p2eb4bbd709)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_537">
     <path d="M 104.4 792.698182 
@@ -5648,7 +5648,7 @@ L 169.2 792.698182
 L 169.2 779.724791 
 L 152.836364 779.724791 
 z
-" clip-path="url(#pd31e6533d4)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p7f8b031300)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_543">
     <path d="M 169.2 792.698182 
@@ -5656,14 +5656,14 @@ L 185.563636 792.698182
 L 185.563636 790.040981 
 L 169.2 790.040981 
 z
-" clip-path="url(#pd31e6533d4)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p7f8b031300)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_155"/>
    <g id="matplotlib.axis_156"/>
    <g id="line2d_78">
     <path d="M 151.2 790.040981 
 L 187.2 790.040981 
-" clip-path="url(#pd31e6533d4)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p7f8b031300)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_544">
     <path d="M 151.2 792.698182 
@@ -5714,7 +5714,7 @@ L 216 792.698182
 L 216 780.037403 
 L 199.636364 780.037403 
 z
-" clip-path="url(#p790cfb6f65)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p9c58ca1749)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_550">
     <path d="M 216 792.698182 
@@ -5722,14 +5722,14 @@ L 232.363636 792.698182
 L 232.363636 789.728369 
 L 216 789.728369 
 z
-" clip-path="url(#p790cfb6f65)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p9c58ca1749)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_157"/>
    <g id="matplotlib.axis_158"/>
    <g id="line2d_79">
     <path d="M 198 789.728369 
 L 234 789.728369 
-" clip-path="url(#p790cfb6f65)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p9c58ca1749)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_551">
     <path d="M 198 792.698182 
@@ -5780,7 +5780,7 @@ L 262.8 792.698182
 L 262.8 780.50632 
 L 246.436364 780.50632 
 z
-" clip-path="url(#p99289104ea)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pfa76b8ff6b)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_557">
     <path d="M 262.8 792.698182 
@@ -5788,14 +5788,14 @@ L 279.163636 792.698182
 L 279.163636 789.259452 
 L 262.8 789.259452 
 z
-" clip-path="url(#p99289104ea)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pfa76b8ff6b)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_159"/>
    <g id="matplotlib.axis_160"/>
    <g id="line2d_80">
     <path d="M 244.8 789.259452 
 L 280.8 789.259452 
-" clip-path="url(#p99289104ea)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pfa76b8ff6b)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_558">
     <path d="M 244.8 792.698182 
@@ -5846,7 +5846,7 @@ L 309.6 792.698182
 L 309.6 780.818932 
 L 293.236364 780.818932 
 z
-" clip-path="url(#pfc2d373a19)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pfe6ec4528d)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_564">
     <path d="M 309.6 792.698182 
@@ -5854,14 +5854,14 @@ L 325.963636 792.698182
 L 325.963636 788.94684 
 L 309.6 788.94684 
 z
-" clip-path="url(#pfc2d373a19)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pfe6ec4528d)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_161"/>
    <g id="matplotlib.axis_162"/>
    <g id="line2d_81">
     <path d="M 291.6 788.94684 
 L 327.6 788.94684 
-" clip-path="url(#pfc2d373a19)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pfe6ec4528d)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_565">
     <path d="M 291.6 792.698182 
@@ -5912,7 +5912,7 @@ L 356.4 792.698182
 L 356.4 781.131544 
 L 340.036364 781.131544 
 z
-" clip-path="url(#p71626b020c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p7b7536e04c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_571">
     <path d="M 356.4 792.698182 
@@ -5920,14 +5920,14 @@ L 372.763636 792.698182
 L 372.763636 788.634228 
 L 356.4 788.634228 
 z
-" clip-path="url(#p71626b020c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p7b7536e04c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_163"/>
    <g id="matplotlib.axis_164"/>
    <g id="line2d_82">
     <path d="M 338.4 788.634228 
 L 374.4 788.634228 
-" clip-path="url(#p71626b020c)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p7b7536e04c)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_572">
     <path d="M 338.4 792.698182 
@@ -5979,7 +5979,7 @@ L 28.8 818.269091
 L 28.8 804.201558 
 L 12.436364 804.201558 
 z
-" clip-path="url(#p706a5117fb)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pd2f173e367)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_578">
     <path d="M 28.8 818.269091 
@@ -5987,14 +5987,14 @@ L 45.163636 818.269091
 L 45.163636 816.706032 
 L 28.8 816.706032 
 z
-" clip-path="url(#p706a5117fb)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pd2f173e367)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_165"/>
    <g id="matplotlib.axis_166"/>
    <g id="line2d_83">
     <path d="M 10.8 816.706032 
 L 46.8 816.706032 
-" clip-path="url(#p706a5117fb)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pd2f173e367)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_579">
     <path d="M 10.8 818.269091 
@@ -6045,7 +6045,7 @@ L 75.6 818.269091
 L 75.6 804.826782 
 L 59.236364 804.826782 
 z
-" clip-path="url(#p4bace106ac)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p91c01cdaec)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_585">
     <path d="M 75.6 818.269091 
@@ -6053,14 +6053,14 @@ L 91.963636 818.269091
 L 91.963636 816.080808 
 L 75.6 816.080808 
 z
-" clip-path="url(#p4bace106ac)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p91c01cdaec)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_167"/>
    <g id="matplotlib.axis_168"/>
    <g id="line2d_84">
     <path d="M 57.6 816.080808 
 L 93.6 816.080808 
-" clip-path="url(#p4bace106ac)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p91c01cdaec)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_586">
     <path d="M 57.6 818.269091 
@@ -6111,7 +6111,7 @@ L 122.4 818.269091
 L 122.4 804.983088 
 L 106.036364 804.983088 
 z
-" clip-path="url(#pa67b01fe1d)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pdb5d6acea9)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_592">
     <path d="M 122.4 818.269091 
@@ -6119,14 +6119,14 @@ L 138.763636 818.269091
 L 138.763636 815.924502 
 L 122.4 815.924502 
 z
-" clip-path="url(#pa67b01fe1d)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pdb5d6acea9)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_169"/>
    <g id="matplotlib.axis_170"/>
    <g id="line2d_85">
     <path d="M 104.4 815.924502 
 L 140.4 815.924502 
-" clip-path="url(#pa67b01fe1d)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pdb5d6acea9)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_593">
     <path d="M 104.4 818.269091 
@@ -6177,7 +6177,7 @@ L 169.2 818.269091
 L 169.2 805.2957 
 L 152.836364 805.2957 
 z
-" clip-path="url(#p346c36dd1c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pd8b24ed97e)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_599">
     <path d="M 169.2 818.269091 
@@ -6185,14 +6185,14 @@ L 185.563636 818.269091
 L 185.563636 815.61189 
 L 169.2 815.61189 
 z
-" clip-path="url(#p346c36dd1c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pd8b24ed97e)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_171"/>
    <g id="matplotlib.axis_172"/>
    <g id="line2d_86">
     <path d="M 151.2 815.61189 
 L 187.2 815.61189 
-" clip-path="url(#p346c36dd1c)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pd8b24ed97e)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_600">
     <path d="M 151.2 818.269091 
@@ -6243,7 +6243,7 @@ L 216 818.269091
 L 216 805.608312 
 L 199.636364 805.608312 
 z
-" clip-path="url(#pfd0301c01d)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p6bd7eb4528)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_606">
     <path d="M 216 818.269091 
@@ -6251,14 +6251,14 @@ L 232.363636 818.269091
 L 232.363636 815.299278 
 L 216 815.299278 
 z
-" clip-path="url(#pfd0301c01d)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p6bd7eb4528)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_173"/>
    <g id="matplotlib.axis_174"/>
    <g id="line2d_87">
     <path d="M 198 815.299278 
 L 234 815.299278 
-" clip-path="url(#pfd0301c01d)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p6bd7eb4528)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_607">
     <path d="M 198 818.269091 
@@ -6309,7 +6309,7 @@ L 262.8 818.269091
 L 262.8 806.077229 
 L 246.436364 806.077229 
 z
-" clip-path="url(#p070c132187)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pf363f6f74e)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_613">
     <path d="M 262.8 818.269091 
@@ -6317,14 +6317,14 @@ L 279.163636 818.269091
 L 279.163636 814.830361 
 L 262.8 814.830361 
 z
-" clip-path="url(#p070c132187)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pf363f6f74e)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_175"/>
    <g id="matplotlib.axis_176"/>
    <g id="line2d_88">
     <path d="M 244.8 814.830361 
 L 280.8 814.830361 
-" clip-path="url(#p070c132187)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pf363f6f74e)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_614">
     <path d="M 244.8 818.269091 
@@ -6375,7 +6375,7 @@ L 309.6 818.269091
 L 309.6 806.389841 
 L 293.236364 806.389841 
 z
-" clip-path="url(#pce5b25f96d)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pbcb7c9f303)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_620">
     <path d="M 309.6 818.269091 
@@ -6383,14 +6383,14 @@ L 325.963636 818.269091
 L 325.963636 814.517749 
 L 309.6 814.517749 
 z
-" clip-path="url(#pce5b25f96d)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pbcb7c9f303)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_177"/>
    <g id="matplotlib.axis_178"/>
    <g id="line2d_89">
     <path d="M 291.6 814.517749 
 L 327.6 814.517749 
-" clip-path="url(#pce5b25f96d)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pbcb7c9f303)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_621">
     <path d="M 291.6 818.269091 
@@ -6441,7 +6441,7 @@ L 356.4 818.269091
 L 356.4 806.702453 
 L 340.036364 806.702453 
 z
-" clip-path="url(#p14d67814dc)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p0a63a98b57)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_627">
     <path d="M 356.4 818.269091 
@@ -6449,14 +6449,14 @@ L 372.763636 818.269091
 L 372.763636 814.205137 
 L 356.4 814.205137 
 z
-" clip-path="url(#p14d67814dc)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p0a63a98b57)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_179"/>
    <g id="matplotlib.axis_180"/>
    <g id="line2d_90">
     <path d="M 338.4 814.205137 
 L 374.4 814.205137 
-" clip-path="url(#p14d67814dc)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p0a63a98b57)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_628">
     <path d="M 338.4 818.269091 
@@ -6507,7 +6507,7 @@ L 403.2 818.269091
 L 403.2 807.171371 
 L 386.836364 807.171371 
 z
-" clip-path="url(#pb161005ac5)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p4ac2ec1fc9)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_634">
     <path d="M 403.2 818.269091 
@@ -6515,14 +6515,14 @@ L 419.563636 818.269091
 L 419.563636 813.736219 
 L 403.2 813.736219 
 z
-" clip-path="url(#pb161005ac5)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p4ac2ec1fc9)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_181"/>
    <g id="matplotlib.axis_182"/>
    <g id="line2d_91">
     <path d="M 385.2 813.736219 
 L 421.2 813.736219 
-" clip-path="url(#pb161005ac5)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p4ac2ec1fc9)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_635">
     <path d="M 385.2 818.269091 
@@ -6573,7 +6573,7 @@ L 28.8 843.84
 L 28.8 829.772468 
 L 12.436364 829.772468 
 z
-" clip-path="url(#p7faaced475)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p8093cc0c3c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_641">
     <path d="M 28.8 843.84 
@@ -6581,14 +6581,14 @@ L 45.163636 843.84
 L 45.163636 842.276941 
 L 28.8 842.276941 
 z
-" clip-path="url(#p7faaced475)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p8093cc0c3c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_183"/>
    <g id="matplotlib.axis_184"/>
    <g id="line2d_92">
     <path d="M 10.8 842.276941 
 L 46.8 842.276941 
-" clip-path="url(#p7faaced475)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p8093cc0c3c)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_642">
     <path d="M 10.8 843.84 
@@ -6650,7 +6650,7 @@ L 75.6 843.84
 L 75.6 830.241385 
 L 59.236364 830.241385 
 z
-" clip-path="url(#p1710a8b87a)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p4e0a6b604c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_648">
     <path d="M 75.6 843.84 
@@ -6658,14 +6658,14 @@ L 91.963636 843.84
 L 91.963636 841.808023 
 L 75.6 841.808023 
 z
-" clip-path="url(#p1710a8b87a)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p4e0a6b604c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_185"/>
    <g id="matplotlib.axis_186"/>
    <g id="line2d_93">
     <path d="M 57.6 841.808023 
 L 93.6 841.808023 
-" clip-path="url(#p1710a8b87a)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p4e0a6b604c)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_649">
     <path d="M 57.6 843.84 
@@ -6727,7 +6727,7 @@ L 122.4 843.84
 L 122.4 830.553997 
 L 106.036364 830.553997 
 z
-" clip-path="url(#p57bc57383f)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#paf1fabb814)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_655">
     <path d="M 122.4 843.84 
@@ -6735,14 +6735,14 @@ L 138.763636 843.84
 L 138.763636 841.495411 
 L 122.4 841.495411 
 z
-" clip-path="url(#p57bc57383f)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#paf1fabb814)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_187"/>
    <g id="matplotlib.axis_188"/>
    <g id="line2d_94">
     <path d="M 104.4 841.495411 
 L 140.4 841.495411 
-" clip-path="url(#p57bc57383f)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#paf1fabb814)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_656">
     <path d="M 104.4 843.84 
@@ -6804,7 +6804,7 @@ L 169.2 843.84
 L 169.2 830.866609 
 L 152.836364 830.866609 
 z
-" clip-path="url(#p990b8d646c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p1e27552404)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_662">
     <path d="M 169.2 843.84 
@@ -6812,14 +6812,14 @@ L 185.563636 843.84
 L 185.563636 841.182799 
 L 169.2 841.182799 
 z
-" clip-path="url(#p990b8d646c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p1e27552404)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_189"/>
    <g id="matplotlib.axis_190"/>
    <g id="line2d_95">
     <path d="M 151.2 841.182799 
 L 187.2 841.182799 
-" clip-path="url(#p990b8d646c)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p1e27552404)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_663">
     <path d="M 151.2 843.84 
@@ -6881,7 +6881,7 @@ L 216 843.84
 L 216 831.179221 
 L 199.636364 831.179221 
 z
-" clip-path="url(#p845effba56)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p9deafdd187)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_669">
     <path d="M 216 843.84 
@@ -6889,14 +6889,14 @@ L 232.363636 843.84
 L 232.363636 840.870188 
 L 216 840.870188 
 z
-" clip-path="url(#p845effba56)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p9deafdd187)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_191"/>
    <g id="matplotlib.axis_192"/>
    <g id="line2d_96">
     <path d="M 198 840.870188 
 L 234 840.870188 
-" clip-path="url(#p845effba56)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p9deafdd187)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_670">
     <path d="M 198 843.84 
@@ -6958,7 +6958,7 @@ L 262.8 843.84
 L 262.8 831.648139 
 L 246.436364 831.648139 
 z
-" clip-path="url(#p0620b4f830)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p965e8aac91)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_676">
     <path d="M 262.8 843.84 
@@ -6966,14 +6966,14 @@ L 279.163636 843.84
 L 279.163636 840.40127 
 L 262.8 840.40127 
 z
-" clip-path="url(#p0620b4f830)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p965e8aac91)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_193"/>
    <g id="matplotlib.axis_194"/>
    <g id="line2d_97">
     <path d="M 244.8 840.40127 
 L 280.8 840.40127 
-" clip-path="url(#p0620b4f830)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p965e8aac91)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_677">
     <path d="M 244.8 843.84 
@@ -7035,7 +7035,7 @@ L 309.6 843.84
 L 309.6 831.96075 
 L 293.236364 831.96075 
 z
-" clip-path="url(#p9e65670639)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p6b616c493e)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_683">
     <path d="M 309.6 843.84 
@@ -7043,14 +7043,14 @@ L 325.963636 843.84
 L 325.963636 840.088658 
 L 309.6 840.088658 
 z
-" clip-path="url(#p9e65670639)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p6b616c493e)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_195"/>
    <g id="matplotlib.axis_196"/>
    <g id="line2d_98">
     <path d="M 291.6 840.088658 
 L 327.6 840.088658 
-" clip-path="url(#p9e65670639)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p6b616c493e)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_684">
     <path d="M 291.6 843.84 
@@ -7112,7 +7112,7 @@ L 356.4 843.84
 L 356.4 832.273362 
 L 340.036364 832.273362 
 z
-" clip-path="url(#pd4da15aa10)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p557cbc76e1)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_690">
     <path d="M 356.4 843.84 
@@ -7120,14 +7120,14 @@ L 372.763636 843.84
 L 372.763636 839.776046 
 L 356.4 839.776046 
 z
-" clip-path="url(#pd4da15aa10)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p557cbc76e1)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_197"/>
    <g id="matplotlib.axis_198"/>
    <g id="line2d_99">
     <path d="M 338.4 839.776046 
 L 374.4 839.776046 
-" clip-path="url(#pd4da15aa10)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p557cbc76e1)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_691">
     <path d="M 338.4 843.84 
@@ -7189,7 +7189,7 @@ L 403.2 843.84
 L 403.2 832.585974 
 L 386.836364 832.585974 
 z
-" clip-path="url(#p1561e13eaf)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pae9973ecb1)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_697">
     <path d="M 403.2 843.84 
@@ -7197,14 +7197,14 @@ L 419.563636 843.84
 L 419.563636 839.463434 
 L 403.2 839.463434 
 z
-" clip-path="url(#p1561e13eaf)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pae9973ecb1)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_199"/>
    <g id="matplotlib.axis_200"/>
    <g id="line2d_100">
     <path d="M 385.2 839.463434 
 L 421.2 839.463434 
-" clip-path="url(#p1561e13eaf)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pae9973ecb1)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_698">
     <path d="M 385.2 843.84 
@@ -7252,304 +7252,304 @@ L 421.2 829.069091
   </g>
  </g>
  <defs>
-  <clipPath id="pfcfd466b28">
+  <clipPath id="p2e5f9366d3">
    <rect x="198" y="10.8" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p834aa369c6">
+  <clipPath id="pc67c6a2aec">
    <rect x="198" y="36.370909" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p293cddccf7">
+  <clipPath id="pebe2ac8293">
    <rect x="198" y="61.941818" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pefab83ca76">
+  <clipPath id="pc05385d284">
    <rect x="198" y="87.512727" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p48b2d3cd54">
+  <clipPath id="p220cd0a01f">
    <rect x="198" y="113.083636" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pdcedb9ee12">
+  <clipPath id="p120c77170f">
    <rect x="198" y="138.654545" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pd6caf8ed7c">
+  <clipPath id="pb4a2ecdad5">
    <rect x="198" y="164.225455" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p1c2c0bf30e">
+  <clipPath id="p4cc34b3d93">
    <rect x="198" y="189.796364" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pc6df20572d">
+  <clipPath id="p880bc84bc9">
    <rect x="198" y="215.367273" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p2e5ea5ed4f">
+  <clipPath id="p00e3a38e8e">
    <rect x="198" y="240.938182" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p2a1f445129">
+  <clipPath id="pfd82febc11">
    <rect x="198" y="266.509091" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p1b3007d466">
+  <clipPath id="p707c98626d">
    <rect x="198" y="292.08" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p3b24622cbf">
+  <clipPath id="p8cb9f37d31">
    <rect x="198" y="317.650909" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p5cd0a53fbb">
+  <clipPath id="pf32047098f">
    <rect x="198" y="343.221818" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p6ead5bf568">
+  <clipPath id="p5bc7e2d57a">
    <rect x="198" y="368.792727" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p6d755d4f6b">
+  <clipPath id="p005cfb53ec">
    <rect x="104.4" y="394.363636" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pf46d2e8176">
+  <clipPath id="p5f490948f3">
    <rect x="198" y="394.363636" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pa74b9ed2e7">
+  <clipPath id="pa9eec6a85a">
    <rect x="104.4" y="419.934545" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pa7f3fcdfaa">
+  <clipPath id="p0fa021aec6">
    <rect x="198" y="419.934545" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pcbc27e0527">
+  <clipPath id="pf16e1c0ac7">
    <rect x="104.4" y="445.505455" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p8ebcc6c991">
+  <clipPath id="pd2c6adde68">
    <rect x="198" y="445.505455" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p02df18887e">
+  <clipPath id="p9c3ab947b9">
    <rect x="104.4" y="471.076364" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pc86cba1d29">
+  <clipPath id="p31a820baf6">
    <rect x="198" y="471.076364" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pa2c97f66ae">
+  <clipPath id="pa6605e9360">
    <rect x="104.4" y="496.647273" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pcd290b3349">
+  <clipPath id="pbe84e8d65a">
    <rect x="198" y="496.647273" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p379fd87287">
+  <clipPath id="pb285b8abfc">
    <rect x="104.4" y="522.218182" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p9cda384c2c">
+  <clipPath id="p113c39012d">
    <rect x="198" y="522.218182" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pd91362760f">
+  <clipPath id="p4844ea397f">
    <rect x="104.4" y="547.789091" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pc02c161056">
+  <clipPath id="p2348e1800c">
    <rect x="198" y="547.789091" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p919b3158ff">
+  <clipPath id="p59e775ea10">
    <rect x="244.8" y="547.789091" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p57016086f3">
+  <clipPath id="p9be58d8e80">
    <rect x="104.4" y="573.36" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p4b1042db5d">
+  <clipPath id="pb7756a881f">
    <rect x="198" y="573.36" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p6a1b3e8053">
+  <clipPath id="pf5d25b8629">
    <rect x="244.8" y="573.36" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p8d3e4dbece">
+  <clipPath id="p944ef282d6">
    <rect x="104.4" y="598.930909" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p871ed17635">
+  <clipPath id="pf6e79e8222">
    <rect x="198" y="598.930909" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p3a93199357">
+  <clipPath id="pcf91c90191">
    <rect x="244.8" y="598.930909" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p3061335aa2">
+  <clipPath id="pc34d0cca53">
    <rect x="104.4" y="624.501818" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pba627abe7c">
+  <clipPath id="paa87d48716">
    <rect x="151.2" y="624.501818" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p9a296a241c">
+  <clipPath id="p15896ac6f3">
    <rect x="198" y="624.501818" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pe0a63c99dc">
+  <clipPath id="p5d42a6d19c">
    <rect x="244.8" y="624.501818" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p0d8f9e11af">
+  <clipPath id="paf38f104c4">
    <rect x="104.4" y="650.072727" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pfa7f8c6d82">
+  <clipPath id="p439822ed22">
    <rect x="151.2" y="650.072727" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pbbbc1601f6">
+  <clipPath id="p185ca499a9">
    <rect x="198" y="650.072727" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p09b6216be1">
+  <clipPath id="pd79367b75c">
    <rect x="244.8" y="650.072727" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p08fac75855">
+  <clipPath id="p46e5cc4a41">
    <rect x="291.6" y="650.072727" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p935535468a">
+  <clipPath id="pb5a3c87180">
    <rect x="338.4" y="650.072727" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pcdc889b748">
+  <clipPath id="pd876b4e1bd">
    <rect x="57.6" y="675.643636" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p1676018767">
+  <clipPath id="p69fdb9554a">
    <rect x="104.4" y="675.643636" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p5a6b22a62b">
+  <clipPath id="p5d83c7e068">
    <rect x="151.2" y="675.643636" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p0260ece8d6">
+  <clipPath id="pffcfb55ea5">
    <rect x="198" y="675.643636" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pb8e7dad883">
+  <clipPath id="pc1e61dd94d">
    <rect x="244.8" y="675.643636" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p2254778c42">
+  <clipPath id="p4b884f67d4">
    <rect x="291.6" y="675.643636" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p91b81263f4">
+  <clipPath id="p641358f8bf">
    <rect x="338.4" y="675.643636" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pec524e99e9">
+  <clipPath id="p3e9f842c94">
    <rect x="57.6" y="701.214545" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p5bc46a9a8d">
+  <clipPath id="p70c7b28ab3">
    <rect x="104.4" y="701.214545" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="paf4c346e0f">
+  <clipPath id="pd31ee20560">
    <rect x="151.2" y="701.214545" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pea272c228f">
+  <clipPath id="p7fdf391165">
    <rect x="198" y="701.214545" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p163f1cad02">
+  <clipPath id="pac1258ed50">
    <rect x="244.8" y="701.214545" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pa7ef6aee5c">
+  <clipPath id="p123377dacd">
    <rect x="291.6" y="701.214545" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pa8e95705d5">
+  <clipPath id="pfe5504380a">
    <rect x="338.4" y="701.214545" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pf68cb0fd8b">
+  <clipPath id="p1d83215244">
    <rect x="57.6" y="726.785455" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p6d68654cb0">
+  <clipPath id="pe6d131e85e">
    <rect x="104.4" y="726.785455" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pd6ae6793e4">
+  <clipPath id="p4ab1c6a32f">
    <rect x="151.2" y="726.785455" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p237f3843cc">
+  <clipPath id="p4aeb76fe5f">
    <rect x="198" y="726.785455" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p0be3232dfb">
+  <clipPath id="pe30426a7a7">
    <rect x="244.8" y="726.785455" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p95620c60e7">
+  <clipPath id="p99e5e42aad">
    <rect x="291.6" y="726.785455" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p8ba890a7ec">
+  <clipPath id="pc96fa1d891">
    <rect x="338.4" y="726.785455" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p1763cda27c">
+  <clipPath id="p848b50fa14">
    <rect x="57.6" y="752.356364" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p5fea3811df">
+  <clipPath id="p0dea575f16">
    <rect x="104.4" y="752.356364" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pfe84c13838">
+  <clipPath id="pcaaa22d943">
    <rect x="151.2" y="752.356364" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p8d8dfb3f9c">
+  <clipPath id="p4445a0fe19">
    <rect x="198" y="752.356364" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="paaeda69379">
+  <clipPath id="p9c5138930e">
    <rect x="244.8" y="752.356364" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p5ad376f6f9">
+  <clipPath id="pf0dda1b8f5">
    <rect x="291.6" y="752.356364" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p3d6a2c2143">
+  <clipPath id="pca4d9ce46e">
    <rect x="338.4" y="752.356364" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p56fe5d87c9">
+  <clipPath id="p8c63538c48">
    <rect x="10.8" y="777.927273" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pd9e9d2eb81">
+  <clipPath id="pa2ca76add1">
    <rect x="57.6" y="777.927273" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p889f12856e">
+  <clipPath id="p2eb4bbd709">
    <rect x="104.4" y="777.927273" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pd31e6533d4">
+  <clipPath id="p7f8b031300">
    <rect x="151.2" y="777.927273" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p790cfb6f65">
+  <clipPath id="p9c58ca1749">
    <rect x="198" y="777.927273" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p99289104ea">
+  <clipPath id="pfa76b8ff6b">
    <rect x="244.8" y="777.927273" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pfc2d373a19">
+  <clipPath id="pfe6ec4528d">
    <rect x="291.6" y="777.927273" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p71626b020c">
+  <clipPath id="p7b7536e04c">
    <rect x="338.4" y="777.927273" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p706a5117fb">
+  <clipPath id="pd2f173e367">
    <rect x="10.8" y="803.498182" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p4bace106ac">
+  <clipPath id="p91c01cdaec">
    <rect x="57.6" y="803.498182" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pa67b01fe1d">
+  <clipPath id="pdb5d6acea9">
    <rect x="104.4" y="803.498182" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p346c36dd1c">
+  <clipPath id="pd8b24ed97e">
    <rect x="151.2" y="803.498182" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pfd0301c01d">
+  <clipPath id="p6bd7eb4528">
    <rect x="198" y="803.498182" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p070c132187">
+  <clipPath id="pf363f6f74e">
    <rect x="244.8" y="803.498182" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pce5b25f96d">
+  <clipPath id="pbcb7c9f303">
    <rect x="291.6" y="803.498182" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p14d67814dc">
+  <clipPath id="p0a63a98b57">
    <rect x="338.4" y="803.498182" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pb161005ac5">
+  <clipPath id="p4ac2ec1fc9">
    <rect x="385.2" y="803.498182" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p7faaced475">
+  <clipPath id="p8093cc0c3c">
    <rect x="10.8" y="829.069091" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p1710a8b87a">
+  <clipPath id="p4e0a6b604c">
    <rect x="57.6" y="829.069091" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p57bc57383f">
+  <clipPath id="paf1fabb814">
    <rect x="104.4" y="829.069091" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p990b8d646c">
+  <clipPath id="p1e27552404">
    <rect x="151.2" y="829.069091" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p845effba56">
+  <clipPath id="p9deafdd187">
    <rect x="198" y="829.069091" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p0620b4f830">
+  <clipPath id="p965e8aac91">
    <rect x="244.8" y="829.069091" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p9e65670639">
+  <clipPath id="p6b616c493e">
    <rect x="291.6" y="829.069091" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pd4da15aa10">
+  <clipPath id="p557cbc76e1">
    <rect x="338.4" y="829.069091" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p1561e13eaf">
+  <clipPath id="pae9973ecb1">
    <rect x="385.2" y="829.069091" width="36" height="14.770909"/>
   </clipPath>
  </defs>
diff --git a/book/_build/html/_images/bernoulliCLT2.svg b/book/_build/html/_images/bernoulliCLT2.svg
index 1e19dce..fb898ab 100644
--- a/book/_build/html/_images/bernoulliCLT2.svg
+++ b/book/_build/html/_images/bernoulliCLT2.svg
@@ -6,7 +6,7 @@
   <rdf:RDF xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:cc="http://creativecommons.org/ns#" xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#">
    <cc:Work>
     <dc:type rdf:resource="http://purl.org/dc/dcmitype/StillImage"/>
-    <dc:date>2024-03-23T19:41:07.543345</dc:date>
+    <dc:date>2024-03-23T19:49:41.516113</dc:date>
     <dc:format>image/svg+xml</dc:format>
     <dc:creator>
      <cc:Agent>
@@ -49,7 +49,7 @@ L 216 19.996981
 L 216 11.927438 
 L 199.636364 11.927438 
 z
-" clip-path="url(#pc0774b831d)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p3fb5b89670)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_4">
     <path d="M 216 19.996981 
@@ -57,14 +57,14 @@ L 232.363636 19.996981
 L 232.363636 17.851913 
 L 216 17.851913 
 z
-" clip-path="url(#pc0774b831d)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p3fb5b89670)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_1"/>
    <g id="matplotlib.axis_2"/>
    <g id="line2d_1">
     <path d="M 198 17.851913 
 L 234 17.851913 
-" clip-path="url(#pc0774b831d)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p3fb5b89670)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_5">
     <path d="M 198 19.996981 
@@ -250,7 +250,7 @@ L 216 39.993962
 L 216 31.924419 
 L 199.636364 31.924419 
 z
-" clip-path="url(#p6d1fa1d84e)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p1d9649120e)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_11">
     <path d="M 216 39.993962 
@@ -258,14 +258,14 @@ L 232.363636 39.993962
 L 232.363636 37.848894 
 L 216 37.848894 
 z
-" clip-path="url(#p6d1fa1d84e)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p1d9649120e)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_3"/>
    <g id="matplotlib.axis_4"/>
    <g id="line2d_2">
     <path d="M 198 37.848894 
 L 234 37.848894 
-" clip-path="url(#p6d1fa1d84e)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p1d9649120e)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_12">
     <path d="M 198 39.993962 
@@ -325,7 +325,7 @@ L 216 59.990943
 L 216 51.9214 
 L 199.636364 51.9214 
 z
-" clip-path="url(#pb3bdafcedf)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p18abca00d1)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_18">
     <path d="M 216 59.990943 
@@ -333,14 +333,14 @@ L 232.363636 59.990943
 L 232.363636 57.845875 
 L 216 57.845875 
 z
-" clip-path="url(#pb3bdafcedf)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p18abca00d1)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_5"/>
    <g id="matplotlib.axis_6"/>
    <g id="line2d_3">
     <path d="M 198 57.845875 
 L 234 57.845875 
-" clip-path="url(#pb3bdafcedf)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p18abca00d1)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_19">
     <path d="M 198 59.990943 
@@ -400,7 +400,7 @@ L 216 79.987925
 L 216 71.918381 
 L 199.636364 71.918381 
 z
-" clip-path="url(#p062aa0b51d)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p5a377f0952)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_25">
     <path d="M 216 79.987925 
@@ -408,14 +408,14 @@ L 232.363636 79.987925
 L 232.363636 77.842856 
 L 216 77.842856 
 z
-" clip-path="url(#p062aa0b51d)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p5a377f0952)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_7"/>
    <g id="matplotlib.axis_8"/>
    <g id="line2d_4">
     <path d="M 198 77.842856 
 L 234 77.842856 
-" clip-path="url(#p062aa0b51d)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p5a377f0952)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_26">
     <path d="M 198 79.987925 
@@ -475,7 +475,7 @@ L 216 99.984906
 L 216 91.889826 
 L 199.636364 91.889826 
 z
-" clip-path="url(#p1401ab9d86)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p7236b91180)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_32">
     <path d="M 216 99.984906 
@@ -483,14 +483,14 @@ L 232.363636 99.984906
 L 232.363636 97.865374 
 L 216 97.865374 
 z
-" clip-path="url(#p1401ab9d86)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p7236b91180)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_9"/>
    <g id="matplotlib.axis_10"/>
    <g id="line2d_5">
     <path d="M 198 97.865374 
 L 234 97.865374 
-" clip-path="url(#p1401ab9d86)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p7236b91180)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_33">
     <path d="M 198 99.984906 
@@ -562,7 +562,7 @@ L 216 119.981887
 L 216 111.886807 
 L 199.636364 111.886807 
 z
-" clip-path="url(#pf74466c8d8)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pc9fa9e8f18)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_39">
     <path d="M 216 119.981887 
@@ -570,14 +570,14 @@ L 232.363636 119.981887
 L 232.363636 117.862355 
 L 216 117.862355 
 z
-" clip-path="url(#pf74466c8d8)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pc9fa9e8f18)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_11"/>
    <g id="matplotlib.axis_12"/>
    <g id="line2d_6">
     <path d="M 198 117.862355 
 L 234 117.862355 
-" clip-path="url(#pf74466c8d8)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pc9fa9e8f18)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_40">
     <path d="M 198 119.981887 
@@ -637,7 +637,7 @@ L 216 139.978868
 L 216 131.883788 
 L 199.636364 131.883788 
 z
-" clip-path="url(#p4f089856b8)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pa4a54148c8)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_46">
     <path d="M 216 139.978868 
@@ -645,14 +645,14 @@ L 232.363636 139.978868
 L 232.363636 137.859336 
 L 216 137.859336 
 z
-" clip-path="url(#p4f089856b8)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pa4a54148c8)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_13"/>
    <g id="matplotlib.axis_14"/>
    <g id="line2d_7">
     <path d="M 198 137.859336 
 L 234 137.859336 
-" clip-path="url(#p4f089856b8)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pa4a54148c8)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_47">
     <path d="M 198 139.978868 
@@ -712,7 +712,7 @@ L 216 159.975849
 L 216 151.880769 
 L 199.636364 151.880769 
 z
-" clip-path="url(#pcda628c8d2)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p8b0d659611)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_53">
     <path d="M 216 159.975849 
@@ -720,14 +720,14 @@ L 232.363636 159.975849
 L 232.363636 157.856317 
 L 216 157.856317 
 z
-" clip-path="url(#pcda628c8d2)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p8b0d659611)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_15"/>
    <g id="matplotlib.axis_16"/>
    <g id="line2d_8">
     <path d="M 198 157.856317 
 L 234 157.856317 
-" clip-path="url(#pcda628c8d2)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p8b0d659611)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_54">
     <path d="M 198 159.975849 
@@ -787,7 +787,7 @@ L 216 179.97283
 L 216 171.87775 
 L 199.636364 171.87775 
 z
-" clip-path="url(#pdfc42a8bad)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pb969a477df)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_60">
     <path d="M 216 179.97283 
@@ -795,14 +795,14 @@ L 232.363636 179.97283
 L 232.363636 177.853298 
 L 216 177.853298 
 z
-" clip-path="url(#pdfc42a8bad)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pb969a477df)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_17"/>
    <g id="matplotlib.axis_18"/>
    <g id="line2d_9">
     <path d="M 198 177.853298 
 L 234 177.853298 
-" clip-path="url(#pdfc42a8bad)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pb969a477df)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_61">
     <path d="M 198 179.97283 
@@ -862,7 +862,7 @@ L 216 199.969811
 L 216 191.874731 
 L 199.636364 191.874731 
 z
-" clip-path="url(#pd6f5fe1907)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pb162b36527)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_67">
     <path d="M 216 199.969811 
@@ -870,14 +870,14 @@ L 232.363636 199.969811
 L 232.363636 197.850279 
 L 216 197.850279 
 z
-" clip-path="url(#pd6f5fe1907)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pb162b36527)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_19"/>
    <g id="matplotlib.axis_20"/>
    <g id="line2d_10">
     <path d="M 198 197.850279 
 L 234 197.850279 
-" clip-path="url(#pd6f5fe1907)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pb162b36527)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_68">
     <path d="M 198 199.969811 
@@ -937,7 +937,7 @@ L 216 219.966792
 L 216 211.871713 
 L 199.636364 211.871713 
 z
-" clip-path="url(#p1f0026351f)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p67a88f3f7e)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_74">
     <path d="M 216 219.966792 
@@ -945,14 +945,14 @@ L 232.363636 219.966792
 L 232.363636 217.84726 
 L 216 217.84726 
 z
-" clip-path="url(#p1f0026351f)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p67a88f3f7e)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_21"/>
    <g id="matplotlib.axis_22"/>
    <g id="line2d_11">
     <path d="M 198 217.84726 
 L 234 217.84726 
-" clip-path="url(#p1f0026351f)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p67a88f3f7e)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_75">
     <path d="M 198 219.966792 
@@ -1012,7 +1012,7 @@ L 216 239.963774
 L 216 231.868694 
 L 199.636364 231.868694 
 z
-" clip-path="url(#pcee4a8ec09)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pb5e661e13d)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_81">
     <path d="M 216 239.963774 
@@ -1020,14 +1020,14 @@ L 232.363636 239.963774
 L 232.363636 237.844242 
 L 216 237.844242 
 z
-" clip-path="url(#pcee4a8ec09)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pb5e661e13d)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_23"/>
    <g id="matplotlib.axis_24"/>
    <g id="line2d_12">
     <path d="M 198 237.844242 
 L 234 237.844242 
-" clip-path="url(#pcee4a8ec09)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pb5e661e13d)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_82">
     <path d="M 198 239.963774 
@@ -1087,7 +1087,7 @@ L 216 259.960755
 L 216 251.865675 
 L 199.636364 251.865675 
 z
-" clip-path="url(#p75df7f8b1b)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pb14b249d91)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_88">
     <path d="M 216 259.960755 
@@ -1095,14 +1095,14 @@ L 232.363636 259.960755
 L 232.363636 257.841223 
 L 216 257.841223 
 z
-" clip-path="url(#p75df7f8b1b)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pb14b249d91)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_25"/>
    <g id="matplotlib.axis_26"/>
    <g id="line2d_13">
     <path d="M 198 257.841223 
 L 234 257.841223 
-" clip-path="url(#p75df7f8b1b)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pb14b249d91)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_89">
     <path d="M 198 259.960755 
@@ -1162,7 +1162,7 @@ L 216 279.957736
 L 216 271.837119 
 L 199.636364 271.837119 
 z
-" clip-path="url(#p876bc8f7d7)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pa22e965ec0)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_95">
     <path d="M 216 279.957736 
@@ -1170,14 +1170,14 @@ L 232.363636 279.957736
 L 232.363636 277.86374 
 L 216 277.86374 
 z
-" clip-path="url(#p876bc8f7d7)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pa22e965ec0)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_27"/>
    <g id="matplotlib.axis_28"/>
    <g id="line2d_14">
     <path d="M 198 277.86374 
 L 234 277.86374 
-" clip-path="url(#p876bc8f7d7)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pa22e965ec0)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_96">
     <path d="M 198 279.957736 
@@ -1264,7 +1264,7 @@ L 216 299.954717
 L 216 291.834101 
 L 199.636364 291.834101 
 z
-" clip-path="url(#p664cbf186f)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p18473ac6a8)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_102">
     <path d="M 216 299.954717 
@@ -1272,14 +1272,14 @@ L 232.363636 299.954717
 L 232.363636 297.860722 
 L 216 297.860722 
 z
-" clip-path="url(#p664cbf186f)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p18473ac6a8)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_29"/>
    <g id="matplotlib.axis_30"/>
    <g id="line2d_15">
     <path d="M 198 297.860722 
 L 234 297.860722 
-" clip-path="url(#p664cbf186f)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p18473ac6a8)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_103">
     <path d="M 198 299.954717 
@@ -1339,7 +1339,7 @@ L 216 319.951698
 L 216 311.831082 
 L 199.636364 311.831082 
 z
-" clip-path="url(#pfb64d9dd97)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pc4299a3c93)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_109">
     <path d="M 216 319.951698 
@@ -1347,14 +1347,14 @@ L 232.363636 319.951698
 L 232.363636 317.857703 
 L 216 317.857703 
 z
-" clip-path="url(#pfb64d9dd97)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pc4299a3c93)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_31"/>
    <g id="matplotlib.axis_32"/>
    <g id="line2d_16">
     <path d="M 198 317.857703 
 L 234 317.857703 
-" clip-path="url(#pfb64d9dd97)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pc4299a3c93)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_110">
     <path d="M 198 319.951698 
@@ -1414,7 +1414,7 @@ L 216 339.948679
 L 216 331.828063 
 L 199.636364 331.828063 
 z
-" clip-path="url(#p4ec8068514)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p2c9e515807)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_116">
     <path d="M 216 339.948679 
@@ -1422,14 +1422,14 @@ L 232.363636 339.948679
 L 232.363636 337.854684 
 L 216 337.854684 
 z
-" clip-path="url(#p4ec8068514)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p2c9e515807)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_33"/>
    <g id="matplotlib.axis_34"/>
    <g id="line2d_17">
     <path d="M 198 337.854684 
 L 234 337.854684 
-" clip-path="url(#p4ec8068514)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p2c9e515807)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_117">
     <path d="M 198 339.948679 
@@ -1489,7 +1489,7 @@ L 216 359.94566
 L 216 351.825044 
 L 199.636364 351.825044 
 z
-" clip-path="url(#p2a1fcaec4a)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pad34c1a446)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_123">
     <path d="M 216 359.94566 
@@ -1497,14 +1497,14 @@ L 232.363636 359.94566
 L 232.363636 357.851665 
 L 216 357.851665 
 z
-" clip-path="url(#p2a1fcaec4a)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pad34c1a446)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_35"/>
    <g id="matplotlib.axis_36"/>
    <g id="line2d_18">
     <path d="M 198 357.851665 
 L 234 357.851665 
-" clip-path="url(#p2a1fcaec4a)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pad34c1a446)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_124">
     <path d="M 198 359.94566 
@@ -1564,7 +1564,7 @@ L 216 379.942642
 L 216 371.796489 
 L 199.636364 371.796489 
 z
-" clip-path="url(#p401f0a7c85)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p3e4c114e2e)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_130">
     <path d="M 216 379.942642 
@@ -1572,14 +1572,14 @@ L 232.363636 379.942642
 L 232.363636 377.874183 
 L 216 377.874183 
 z
-" clip-path="url(#p401f0a7c85)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p3e4c114e2e)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_37"/>
    <g id="matplotlib.axis_38"/>
    <g id="line2d_19">
     <path d="M 198 377.874183 
 L 234 377.874183 
-" clip-path="url(#p401f0a7c85)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p3e4c114e2e)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_131">
     <path d="M 198 379.942642 
@@ -1673,7 +1673,7 @@ L 216 399.939623
 L 216 391.79347 
 L 199.636364 391.79347 
 z
-" clip-path="url(#p3e61fa439a)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p644319d574)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_137">
     <path d="M 216 399.939623 
@@ -1681,14 +1681,14 @@ L 232.363636 399.939623
 L 232.363636 397.871164 
 L 216 397.871164 
 z
-" clip-path="url(#p3e61fa439a)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p644319d574)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_39"/>
    <g id="matplotlib.axis_40"/>
    <g id="line2d_20">
     <path d="M 198 397.871164 
 L 234 397.871164 
-" clip-path="url(#p3e61fa439a)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p644319d574)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_138">
     <path d="M 198 399.939623 
@@ -1748,7 +1748,7 @@ L 216 419.936604
 L 216 411.790451 
 L 199.636364 411.790451 
 z
-" clip-path="url(#p2118548915)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p70e1adbe63)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_144">
     <path d="M 216 419.936604 
@@ -1756,14 +1756,14 @@ L 232.363636 419.936604
 L 232.363636 417.868145 
 L 216 417.868145 
 z
-" clip-path="url(#p2118548915)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p70e1adbe63)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_41"/>
    <g id="matplotlib.axis_42"/>
    <g id="line2d_21">
     <path d="M 198 417.868145 
 L 234 417.868145 
-" clip-path="url(#p2118548915)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p70e1adbe63)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_145">
     <path d="M 198 419.936604 
@@ -1823,7 +1823,7 @@ L 216 439.933585
 L 216 431.787432 
 L 199.636364 431.787432 
 z
-" clip-path="url(#pd4d4deefe1)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p5013a13ff4)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_151">
     <path d="M 216 439.933585 
@@ -1831,14 +1831,14 @@ L 232.363636 439.933585
 L 232.363636 437.865126 
 L 216 437.865126 
 z
-" clip-path="url(#pd4d4deefe1)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p5013a13ff4)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_43"/>
    <g id="matplotlib.axis_44"/>
    <g id="line2d_22">
     <path d="M 198 437.865126 
 L 234 437.865126 
-" clip-path="url(#pd4d4deefe1)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p5013a13ff4)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_152">
     <path d="M 198 439.933585 
@@ -1898,7 +1898,7 @@ L 216 459.930566
 L 216 451.784413 
 L 199.636364 451.784413 
 z
-" clip-path="url(#p501654e282)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pd3091411eb)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_158">
     <path d="M 216 459.930566 
@@ -1906,14 +1906,14 @@ L 232.363636 459.930566
 L 232.363636 457.862107 
 L 216 457.862107 
 z
-" clip-path="url(#p501654e282)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pd3091411eb)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_45"/>
    <g id="matplotlib.axis_46"/>
    <g id="line2d_23">
     <path d="M 198 457.862107 
 L 234 457.862107 
-" clip-path="url(#p501654e282)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pd3091411eb)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_159">
     <path d="M 198 459.930566 
@@ -1973,7 +1973,7 @@ L 216 479.927547
 L 216 471.781394 
 L 199.636364 471.781394 
 z
-" clip-path="url(#p9c522cb1e9)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p5a363d094b)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_165">
     <path d="M 216 479.927547 
@@ -1981,14 +1981,14 @@ L 232.363636 479.927547
 L 232.363636 477.859088 
 L 216 477.859088 
 z
-" clip-path="url(#p9c522cb1e9)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p5a363d094b)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_47"/>
    <g id="matplotlib.axis_48"/>
    <g id="line2d_24">
     <path d="M 198 477.859088 
 L 234 477.859088 
-" clip-path="url(#p9c522cb1e9)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p5a363d094b)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_166">
     <path d="M 198 479.927547 
@@ -2048,7 +2048,7 @@ L 216 499.924528
 L 216 491.752839 
 L 199.636364 491.752839 
 z
-" clip-path="url(#p790a34b533)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p700e7eb1f9)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_172">
     <path d="M 216 499.924528 
@@ -2056,14 +2056,14 @@ L 232.363636 499.924528
 L 232.363636 497.881606 
 L 216 497.881606 
 z
-" clip-path="url(#p790a34b533)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p700e7eb1f9)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_49"/>
    <g id="matplotlib.axis_50"/>
    <g id="line2d_25">
     <path d="M 198 497.881606 
 L 234 497.881606 
-" clip-path="url(#p790a34b533)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p700e7eb1f9)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_173">
     <path d="M 198 499.924528 
@@ -2123,7 +2123,7 @@ L 216 519.921509
 L 216 511.74982 
 L 199.636364 511.74982 
 z
-" clip-path="url(#p13aee46801)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p37eec78787)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_179">
     <path d="M 216 519.921509 
@@ -2131,14 +2131,14 @@ L 232.363636 519.921509
 L 232.363636 517.878587 
 L 216 517.878587 
 z
-" clip-path="url(#p13aee46801)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p37eec78787)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_51"/>
    <g id="matplotlib.axis_52"/>
    <g id="line2d_26">
     <path d="M 198 517.878587 
 L 234 517.878587 
-" clip-path="url(#p13aee46801)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p37eec78787)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_180">
     <path d="M 198 519.921509 
@@ -2198,7 +2198,7 @@ L 216 539.918491
 L 216 531.746801 
 L 199.636364 531.746801 
 z
-" clip-path="url(#pd5e36d62d9)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p098dd50a35)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_186">
     <path d="M 216 539.918491 
@@ -2206,14 +2206,14 @@ L 232.363636 539.918491
 L 232.363636 537.875568 
 L 216 537.875568 
 z
-" clip-path="url(#pd5e36d62d9)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p098dd50a35)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_53"/>
    <g id="matplotlib.axis_54"/>
    <g id="line2d_27">
     <path d="M 198 537.875568 
 L 234 537.875568 
-" clip-path="url(#pd5e36d62d9)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p098dd50a35)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_187">
     <path d="M 198 539.918491 
@@ -2273,7 +2273,7 @@ L 216 559.915472
 L 216 551.743782 
 L 199.636364 551.743782 
 z
-" clip-path="url(#pf89f20fc82)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pb758575b59)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_193">
     <path d="M 216 559.915472 
@@ -2281,14 +2281,14 @@ L 232.363636 559.915472
 L 232.363636 557.872549 
 L 216 557.872549 
 z
-" clip-path="url(#pf89f20fc82)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pb758575b59)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_55"/>
    <g id="matplotlib.axis_56"/>
    <g id="line2d_28">
     <path d="M 198 557.872549 
 L 234 557.872549 
-" clip-path="url(#pf89f20fc82)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pb758575b59)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_194">
     <path d="M 198 559.915472 
@@ -2348,7 +2348,7 @@ L 216 579.912453
 L 216 571.740763 
 L 199.636364 571.740763 
 z
-" clip-path="url(#pfe4b4db2ec)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p817a76f588)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_200">
     <path d="M 216 579.912453 
@@ -2356,14 +2356,14 @@ L 232.363636 579.912453
 L 232.363636 577.86953 
 L 216 577.86953 
 z
-" clip-path="url(#pfe4b4db2ec)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p817a76f588)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_57"/>
    <g id="matplotlib.axis_58"/>
    <g id="line2d_29">
     <path d="M 198 577.86953 
 L 234 577.86953 
-" clip-path="url(#pfe4b4db2ec)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p817a76f588)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_201">
     <path d="M 198 579.912453 
@@ -2423,7 +2423,7 @@ L 216 599.909434
 L 216 591.737744 
 L 199.636364 591.737744 
 z
-" clip-path="url(#p2eb289bbcf)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p4b416284ca)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_207">
     <path d="M 216 599.909434 
@@ -2431,14 +2431,14 @@ L 232.363636 599.909434
 L 232.363636 597.866512 
 L 216 597.866512 
 z
-" clip-path="url(#p2eb289bbcf)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p4b416284ca)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_59"/>
    <g id="matplotlib.axis_60"/>
    <g id="line2d_30">
     <path d="M 198 597.866512 
 L 234 597.866512 
-" clip-path="url(#p2eb289bbcf)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p4b416284ca)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_208">
     <path d="M 198 599.909434 
@@ -2498,7 +2498,7 @@ L 216 619.906415
 L 216 611.734726 
 L 199.636364 611.734726 
 z
-" clip-path="url(#pae635ca35e)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pfc3869a87f)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_214">
     <path d="M 216 619.906415 
@@ -2506,14 +2506,14 @@ L 232.363636 619.906415
 L 232.363636 617.863493 
 L 216 617.863493 
 z
-" clip-path="url(#pae635ca35e)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pfc3869a87f)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_61"/>
    <g id="matplotlib.axis_62"/>
    <g id="line2d_31">
     <path d="M 198 617.863493 
 L 234 617.863493 
-" clip-path="url(#pae635ca35e)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pfc3869a87f)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_215">
     <path d="M 198 619.906415 
@@ -2573,7 +2573,7 @@ L 216 639.903396
 L 216 631.731707 
 L 199.636364 631.731707 
 z
-" clip-path="url(#p4aa39cd697)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p7a5d10b3f9)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_221">
     <path d="M 216 639.903396 
@@ -2581,14 +2581,14 @@ L 232.363636 639.903396
 L 232.363636 637.860474 
 L 216 637.860474 
 z
-" clip-path="url(#p4aa39cd697)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p7a5d10b3f9)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_63"/>
    <g id="matplotlib.axis_64"/>
    <g id="line2d_32">
     <path d="M 198 637.860474 
 L 234 637.860474 
-" clip-path="url(#p4aa39cd697)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p7a5d10b3f9)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_222">
     <path d="M 198 639.903396 
@@ -2648,7 +2648,7 @@ L 216 659.900377
 L 216 651.703151 
 L 199.636364 651.703151 
 z
-" clip-path="url(#p7709b801ab)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p6d60391fb9)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_228">
     <path d="M 216 659.900377 
@@ -2656,14 +2656,14 @@ L 232.363636 659.900377
 L 232.363636 657.882992 
 L 216 657.882992 
 z
-" clip-path="url(#p7709b801ab)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p6d60391fb9)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_65"/>
    <g id="matplotlib.axis_66"/>
    <g id="line2d_33">
     <path d="M 198 657.882992 
 L 234 657.882992 
-" clip-path="url(#p7709b801ab)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p6d60391fb9)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_229">
     <path d="M 198 659.900377 
@@ -2786,7 +2786,7 @@ L 262.8 659.900377
 L 262.8 652.060663 
 L 246.436364 652.060663 
 z
-" clip-path="url(#pebbf408a75)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p047cc4f676)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_235">
     <path d="M 262.8 659.900377 
@@ -2794,14 +2794,14 @@ L 279.163636 659.900377
 L 279.163636 657.52548 
 L 262.8 657.52548 
 z
-" clip-path="url(#pebbf408a75)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p047cc4f676)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_67"/>
    <g id="matplotlib.axis_68"/>
    <g id="line2d_34">
     <path d="M 244.8 657.52548 
 L 280.8 657.52548 
-" clip-path="url(#pebbf408a75)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p047cc4f676)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_236">
     <path d="M 244.8 659.900377 
@@ -2860,7 +2860,7 @@ L 216 679.897358
 L 216 671.700132 
 L 199.636364 671.700132 
 z
-" clip-path="url(#p1c0dc9ff7e)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p4e6028820f)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_242">
     <path d="M 216 679.897358 
@@ -2868,14 +2868,14 @@ L 232.363636 679.897358
 L 232.363636 677.879973 
 L 216 677.879973 
 z
-" clip-path="url(#p1c0dc9ff7e)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p4e6028820f)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_69"/>
    <g id="matplotlib.axis_70"/>
    <g id="line2d_35">
     <path d="M 198 677.879973 
 L 234 677.879973 
-" clip-path="url(#p1c0dc9ff7e)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p4e6028820f)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_243">
     <path d="M 198 679.897358 
@@ -2927,7 +2927,7 @@ L 262.8 679.897358
 L 262.8 672.057644 
 L 246.436364 672.057644 
 z
-" clip-path="url(#p2e464705f3)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pcf0f264891)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_249">
     <path d="M 262.8 679.897358 
@@ -2935,14 +2935,14 @@ L 279.163636 679.897358
 L 279.163636 677.522461 
 L 262.8 677.522461 
 z
-" clip-path="url(#p2e464705f3)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pcf0f264891)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_71"/>
    <g id="matplotlib.axis_72"/>
    <g id="line2d_36">
     <path d="M 244.8 677.522461 
 L 280.8 677.522461 
-" clip-path="url(#p2e464705f3)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pcf0f264891)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_250">
     <path d="M 244.8 679.897358 
@@ -3001,7 +3001,7 @@ L 216 699.89434
 L 216 691.697114 
 L 199.636364 691.697114 
 z
-" clip-path="url(#p4ba23e3544)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p03868971a8)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_256">
     <path d="M 216 699.89434 
@@ -3009,14 +3009,14 @@ L 232.363636 699.89434
 L 232.363636 697.876954 
 L 216 697.876954 
 z
-" clip-path="url(#p4ba23e3544)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p03868971a8)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_73"/>
    <g id="matplotlib.axis_74"/>
    <g id="line2d_37">
     <path d="M 198 697.876954 
 L 234 697.876954 
-" clip-path="url(#p4ba23e3544)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p03868971a8)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_257">
     <path d="M 198 699.89434 
@@ -3068,7 +3068,7 @@ L 262.8 699.89434
 L 262.8 692.054625 
 L 246.436364 692.054625 
 z
-" clip-path="url(#p93463388ec)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p70bd4a0af4)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_263">
     <path d="M 262.8 699.89434 
@@ -3076,14 +3076,14 @@ L 279.163636 699.89434
 L 279.163636 697.519442 
 L 262.8 697.519442 
 z
-" clip-path="url(#p93463388ec)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p70bd4a0af4)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_75"/>
    <g id="matplotlib.axis_76"/>
    <g id="line2d_38">
     <path d="M 244.8 697.519442 
 L 280.8 697.519442 
-" clip-path="url(#p93463388ec)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p70bd4a0af4)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_264">
     <path d="M 244.8 699.89434 
@@ -3142,7 +3142,7 @@ L 216 719.891321
 L 216 711.694095 
 L 199.636364 711.694095 
 z
-" clip-path="url(#p59709c6744)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p1199a15c4c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_270">
     <path d="M 216 719.891321 
@@ -3150,14 +3150,14 @@ L 232.363636 719.891321
 L 232.363636 717.873935 
 L 216 717.873935 
 z
-" clip-path="url(#p59709c6744)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p1199a15c4c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_77"/>
    <g id="matplotlib.axis_78"/>
    <g id="line2d_39">
     <path d="M 198 717.873935 
 L 234 717.873935 
-" clip-path="url(#p59709c6744)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p1199a15c4c)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_271">
     <path d="M 198 719.891321 
@@ -3209,7 +3209,7 @@ L 262.8 719.891321
 L 262.8 712.02607 
 L 246.436364 712.02607 
 z
-" clip-path="url(#pfe9927f484)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p166bbd992c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_277">
     <path d="M 262.8 719.891321 
@@ -3217,14 +3217,14 @@ L 279.163636 719.891321
 L 279.163636 717.54196 
 L 262.8 717.54196 
 z
-" clip-path="url(#pfe9927f484)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p166bbd992c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_79"/>
    <g id="matplotlib.axis_80"/>
    <g id="line2d_40">
     <path d="M 244.8 717.54196 
 L 280.8 717.54196 
-" clip-path="url(#pfe9927f484)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p166bbd992c)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_278">
     <path d="M 244.8 719.891321 
@@ -3282,7 +3282,7 @@ L 169.2 739.888302
 L 169.2 731.58893 
 L 152.836364 731.58893 
 z
-" clip-path="url(#p7c4711fce4)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p7be56fc495)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_284">
     <path d="M 169.2 739.888302 
@@ -3290,14 +3290,14 @@ L 185.563636 739.888302
 L 185.563636 737.973062 
 L 169.2 737.973062 
 z
-" clip-path="url(#p7c4711fce4)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p7be56fc495)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_81"/>
    <g id="matplotlib.axis_82"/>
    <g id="line2d_41">
     <path d="M 151.2 737.973062 
 L 187.2 737.973062 
-" clip-path="url(#p7c4711fce4)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p7be56fc495)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_285">
     <path d="M 151.2 739.888302 
@@ -3349,7 +3349,7 @@ L 216 739.888302
 L 216 731.691076 
 L 199.636364 731.691076 
 z
-" clip-path="url(#pc06e1e208b)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p4314e19e25)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_291">
     <path d="M 216 739.888302 
@@ -3357,14 +3357,14 @@ L 232.363636 739.888302
 L 232.363636 737.870916 
 L 216 737.870916 
 z
-" clip-path="url(#pc06e1e208b)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p4314e19e25)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_83"/>
    <g id="matplotlib.axis_84"/>
    <g id="line2d_42">
     <path d="M 198 737.870916 
 L 234 737.870916 
-" clip-path="url(#pc06e1e208b)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p4314e19e25)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_292">
     <path d="M 198 739.888302 
@@ -3416,7 +3416,7 @@ L 262.8 739.888302
 L 262.8 732.023051 
 L 246.436364 732.023051 
 z
-" clip-path="url(#pe87d142517)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pa8011077c9)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_298">
     <path d="M 262.8 739.888302 
@@ -3424,14 +3424,14 @@ L 279.163636 739.888302
 L 279.163636 737.538941 
 L 262.8 737.538941 
 z
-" clip-path="url(#pe87d142517)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pa8011077c9)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_85"/>
    <g id="matplotlib.axis_86"/>
    <g id="line2d_43">
     <path d="M 244.8 737.538941 
 L 280.8 737.538941 
-" clip-path="url(#pe87d142517)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pa8011077c9)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_299">
     <path d="M 244.8 739.888302 
@@ -3489,7 +3489,7 @@ L 169.2 759.885283
 L 169.2 751.585911 
 L 152.836364 751.585911 
 z
-" clip-path="url(#p2c7456d0e5)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p3cd2c6ba85)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_305">
     <path d="M 169.2 759.885283 
@@ -3497,14 +3497,14 @@ L 185.563636 759.885283
 L 185.563636 757.970043 
 L 169.2 757.970043 
 z
-" clip-path="url(#p2c7456d0e5)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p3cd2c6ba85)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_87"/>
    <g id="matplotlib.axis_88"/>
    <g id="line2d_44">
     <path d="M 151.2 757.970043 
 L 187.2 757.970043 
-" clip-path="url(#p2c7456d0e5)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p3cd2c6ba85)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_306">
     <path d="M 151.2 759.885283 
@@ -3556,7 +3556,7 @@ L 216 759.885283
 L 216 751.66252 
 L 199.636364 751.66252 
 z
-" clip-path="url(#p46cb3a223e)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pa8df44235e)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_312">
     <path d="M 216 759.885283 
@@ -3564,14 +3564,14 @@ L 232.363636 759.885283
 L 232.363636 757.893434 
 L 216 757.893434 
 z
-" clip-path="url(#p46cb3a223e)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pa8df44235e)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_89"/>
    <g id="matplotlib.axis_90"/>
    <g id="line2d_45">
     <path d="M 198 757.893434 
 L 234 757.893434 
-" clip-path="url(#p46cb3a223e)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pa8df44235e)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_313">
     <path d="M 198 759.885283 
@@ -3623,7 +3623,7 @@ L 262.8 759.885283
 L 262.8 752.020032 
 L 246.436364 752.020032 
 z
-" clip-path="url(#p00234f90a2)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p50d1cfb0c5)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_319">
     <path d="M 262.8 759.885283 
@@ -3631,14 +3631,14 @@ L 279.163636 759.885283
 L 279.163636 757.535922 
 L 262.8 757.535922 
 z
-" clip-path="url(#p00234f90a2)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p50d1cfb0c5)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_91"/>
    <g id="matplotlib.axis_92"/>
    <g id="line2d_46">
     <path d="M 244.8 757.535922 
 L 280.8 757.535922 
-" clip-path="url(#p00234f90a2)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p50d1cfb0c5)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_320">
     <path d="M 244.8 759.885283 
@@ -3696,7 +3696,7 @@ L 169.2 779.882264
 L 169.2 771.582892 
 L 152.836364 771.582892 
 z
-" clip-path="url(#p3de7697532)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p6e44e203d9)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_326">
     <path d="M 169.2 779.882264 
@@ -3704,14 +3704,14 @@ L 185.563636 779.882264
 L 185.563636 777.967024 
 L 169.2 777.967024 
 z
-" clip-path="url(#p3de7697532)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p6e44e203d9)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_93"/>
    <g id="matplotlib.axis_94"/>
    <g id="line2d_47">
     <path d="M 151.2 777.967024 
 L 187.2 777.967024 
-" clip-path="url(#p3de7697532)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p6e44e203d9)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_327">
     <path d="M 151.2 779.882264 
@@ -3763,7 +3763,7 @@ L 216 779.882264
 L 216 771.659502 
 L 199.636364 771.659502 
 z
-" clip-path="url(#p159567b5d2)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p3a2e6d6e42)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_333">
     <path d="M 216 779.882264 
@@ -3771,14 +3771,14 @@ L 232.363636 779.882264
 L 232.363636 777.890415 
 L 216 777.890415 
 z
-" clip-path="url(#p159567b5d2)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p3a2e6d6e42)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_95"/>
    <g id="matplotlib.axis_96"/>
    <g id="line2d_48">
     <path d="M 198 777.890415 
 L 234 777.890415 
-" clip-path="url(#p159567b5d2)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p3a2e6d6e42)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_334">
     <path d="M 198 779.882264 
@@ -3830,7 +3830,7 @@ L 262.8 779.882264
 L 262.8 771.991477 
 L 246.436364 771.991477 
 z
-" clip-path="url(#p8c2ce21362)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p9958b720f3)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_340">
     <path d="M 262.8 779.882264 
@@ -3838,14 +3838,14 @@ L 279.163636 779.882264
 L 279.163636 777.55844 
 L 262.8 777.55844 
 z
-" clip-path="url(#p8c2ce21362)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p9958b720f3)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_97"/>
    <g id="matplotlib.axis_98"/>
    <g id="line2d_49">
     <path d="M 244.8 777.55844 
 L 280.8 777.55844 
-" clip-path="url(#p8c2ce21362)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p9958b720f3)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_341">
     <path d="M 244.8 779.882264 
@@ -3903,7 +3903,7 @@ L 169.2 799.879245
 L 169.2 791.5288 
 L 152.836364 791.5288 
 z
-" clip-path="url(#pb42481855d)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p7a8e29ab58)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_347">
     <path d="M 169.2 799.879245 
@@ -3911,14 +3911,14 @@ L 185.563636 799.879245
 L 185.563636 798.015079 
 L 169.2 798.015079 
 z
-" clip-path="url(#pb42481855d)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p7a8e29ab58)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_99"/>
    <g id="matplotlib.axis_100"/>
    <g id="line2d_50">
     <path d="M 151.2 798.015079 
 L 187.2 798.015079 
-" clip-path="url(#pb42481855d)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p7a8e29ab58)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_348">
     <path d="M 151.2 799.879245 
@@ -3970,7 +3970,7 @@ L 216 799.879245
 L 216 791.656483 
 L 199.636364 791.656483 
 z
-" clip-path="url(#pa5fbb5cc6a)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p48574fb926)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_354">
     <path d="M 216 799.879245 
@@ -3978,14 +3978,14 @@ L 232.363636 799.879245
 L 232.363636 797.887396 
 L 216 797.887396 
 z
-" clip-path="url(#pa5fbb5cc6a)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p48574fb926)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_101"/>
    <g id="matplotlib.axis_102"/>
    <g id="line2d_51">
     <path d="M 198 797.887396 
 L 234 797.887396 
-" clip-path="url(#pa5fbb5cc6a)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p48574fb926)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_355">
     <path d="M 198 799.879245 
@@ -4037,7 +4037,7 @@ L 262.8 799.879245
 L 262.8 791.988458 
 L 246.436364 791.988458 
 z
-" clip-path="url(#p75b1893fa7)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pdd13208446)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_361">
     <path d="M 262.8 799.879245 
@@ -4045,14 +4045,14 @@ L 279.163636 799.879245
 L 279.163636 797.555421 
 L 262.8 797.555421 
 z
-" clip-path="url(#p75b1893fa7)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pdd13208446)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_103"/>
    <g id="matplotlib.axis_104"/>
    <g id="line2d_52">
     <path d="M 244.8 797.555421 
 L 280.8 797.555421 
-" clip-path="url(#p75b1893fa7)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pdd13208446)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_362">
     <path d="M 244.8 799.879245 
@@ -4110,7 +4110,7 @@ L 169.2 819.876226
 L 169.2 811.525781 
 L 152.836364 811.525781 
 z
-" clip-path="url(#pd347b846dd)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p9ff1f98c29)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_368">
     <path d="M 169.2 819.876226 
@@ -4118,14 +4118,14 @@ L 185.563636 819.876226
 L 185.563636 818.01206 
 L 169.2 818.01206 
 z
-" clip-path="url(#pd347b846dd)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p9ff1f98c29)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_105"/>
    <g id="matplotlib.axis_106"/>
    <g id="line2d_53">
     <path d="M 151.2 818.01206 
 L 187.2 818.01206 
-" clip-path="url(#pd347b846dd)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p9ff1f98c29)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_369">
     <path d="M 151.2 819.876226 
@@ -4177,7 +4177,7 @@ L 216 819.876226
 L 216 811.653464 
 L 199.636364 811.653464 
 z
-" clip-path="url(#pe16a373077)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pfc07ecca9b)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_375">
     <path d="M 216 819.876226 
@@ -4185,14 +4185,14 @@ L 232.363636 819.876226
 L 232.363636 817.884377 
 L 216 817.884377 
 z
-" clip-path="url(#pe16a373077)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pfc07ecca9b)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_107"/>
    <g id="matplotlib.axis_108"/>
    <g id="line2d_54">
     <path d="M 198 817.884377 
 L 234 817.884377 
-" clip-path="url(#pe16a373077)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pfc07ecca9b)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_376">
     <path d="M 198 819.876226 
@@ -4244,7 +4244,7 @@ L 262.8 819.876226
 L 262.8 811.959902 
 L 246.436364 811.959902 
 z
-" clip-path="url(#pf64036cc60)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p17ea95658c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_382">
     <path d="M 262.8 819.876226 
@@ -4252,14 +4252,14 @@ L 279.163636 819.876226
 L 279.163636 817.577939 
 L 262.8 817.577939 
 z
-" clip-path="url(#pf64036cc60)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p17ea95658c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_109"/>
    <g id="matplotlib.axis_110"/>
    <g id="line2d_55">
     <path d="M 244.8 817.577939 
 L 280.8 817.577939 
-" clip-path="url(#pf64036cc60)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p17ea95658c)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_383">
     <path d="M 244.8 819.876226 
@@ -4317,7 +4317,7 @@ L 169.2 839.873208
 L 169.2 831.522762 
 L 152.836364 831.522762 
 z
-" clip-path="url(#p25f31ef1f0)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pf0b1b1fd1d)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_389">
     <path d="M 169.2 839.873208 
@@ -4325,14 +4325,14 @@ L 185.563636 839.873208
 L 185.563636 838.009041 
 L 169.2 838.009041 
 z
-" clip-path="url(#p25f31ef1f0)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pf0b1b1fd1d)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_111"/>
    <g id="matplotlib.axis_112"/>
    <g id="line2d_56">
     <path d="M 151.2 838.009041 
 L 187.2 838.009041 
-" clip-path="url(#p25f31ef1f0)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pf0b1b1fd1d)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_390">
     <path d="M 151.2 839.873208 
@@ -4384,7 +4384,7 @@ L 216 839.873208
 L 216 831.650445 
 L 199.636364 831.650445 
 z
-" clip-path="url(#p7b11b28183)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p6dbbce31ed)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_396">
     <path d="M 216 839.873208 
@@ -4392,14 +4392,14 @@ L 232.363636 839.873208
 L 232.363636 837.881358 
 L 216 837.881358 
 z
-" clip-path="url(#p7b11b28183)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p6dbbce31ed)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_113"/>
    <g id="matplotlib.axis_114"/>
    <g id="line2d_57">
     <path d="M 198 837.881358 
 L 234 837.881358 
-" clip-path="url(#p7b11b28183)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p6dbbce31ed)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_397">
     <path d="M 198 839.873208 
@@ -4451,7 +4451,7 @@ L 262.8 839.873208
 L 262.8 831.956883 
 L 246.436364 831.956883 
 z
-" clip-path="url(#p6edb826060)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p7b6e6285da)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_403">
     <path d="M 262.8 839.873208 
@@ -4459,14 +4459,14 @@ L 279.163636 839.873208
 L 279.163636 837.57492 
 L 262.8 837.57492 
 z
-" clip-path="url(#p6edb826060)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p7b6e6285da)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_115"/>
    <g id="matplotlib.axis_116"/>
    <g id="line2d_58">
     <path d="M 244.8 837.57492 
 L 280.8 837.57492 
-" clip-path="url(#p6edb826060)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p7b6e6285da)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_404">
     <path d="M 244.8 839.873208 
@@ -4524,7 +4524,7 @@ L 169.2 859.870189
 L 169.2 851.519744 
 L 152.836364 851.519744 
 z
-" clip-path="url(#pcaa5abe9ed)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p51a0494ab4)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_410">
     <path d="M 169.2 859.870189 
@@ -4532,14 +4532,14 @@ L 185.563636 859.870189
 L 185.563636 858.006022 
 L 169.2 858.006022 
 z
-" clip-path="url(#pcaa5abe9ed)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p51a0494ab4)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_117"/>
    <g id="matplotlib.axis_118"/>
    <g id="line2d_59">
     <path d="M 151.2 858.006022 
 L 187.2 858.006022 
-" clip-path="url(#pcaa5abe9ed)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p51a0494ab4)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_411">
     <path d="M 151.2 859.870189 
@@ -4591,7 +4591,7 @@ L 216 859.870189
 L 216 851.647426 
 L 199.636364 851.647426 
 z
-" clip-path="url(#p9fbbca66f4)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p662f6c552c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_417">
     <path d="M 216 859.870189 
@@ -4599,14 +4599,14 @@ L 232.363636 859.870189
 L 232.363636 857.878339 
 L 216 857.878339 
 z
-" clip-path="url(#p9fbbca66f4)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p662f6c552c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_119"/>
    <g id="matplotlib.axis_120"/>
    <g id="line2d_60">
     <path d="M 198 857.878339 
 L 234 857.878339 
-" clip-path="url(#p9fbbca66f4)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p662f6c552c)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_418">
     <path d="M 198 859.870189 
@@ -4658,7 +4658,7 @@ L 262.8 859.870189
 L 262.8 851.928328 
 L 246.436364 851.928328 
 z
-" clip-path="url(#p909000fc83)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p455afa8741)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_424">
     <path d="M 262.8 859.870189 
@@ -4666,14 +4666,14 @@ L 279.163636 859.870189
 L 279.163636 857.597438 
 L 262.8 857.597438 
 z
-" clip-path="url(#p909000fc83)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p455afa8741)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_121"/>
    <g id="matplotlib.axis_122"/>
    <g id="line2d_61">
     <path d="M 244.8 857.597438 
 L 280.8 857.597438 
-" clip-path="url(#p909000fc83)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p455afa8741)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_425">
     <path d="M 244.8 859.870189 
@@ -4731,7 +4731,7 @@ L 169.2 879.86717
 L 169.2 871.491188 
 L 152.836364 871.491188 
 z
-" clip-path="url(#p75fa7e5818)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p573adf7634)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_431">
     <path d="M 169.2 879.86717 
@@ -4739,14 +4739,14 @@ L 185.563636 879.86717
 L 185.563636 878.02854 
 L 169.2 878.02854 
 z
-" clip-path="url(#p75fa7e5818)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p573adf7634)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_123"/>
    <g id="matplotlib.axis_124"/>
    <g id="line2d_62">
     <path d="M 151.2 878.02854 
 L 187.2 878.02854 
-" clip-path="url(#p75fa7e5818)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p573adf7634)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_432">
     <path d="M 151.2 879.86717 
@@ -4798,7 +4798,7 @@ L 216 879.86717
 L 216 871.644407 
 L 199.636364 871.644407 
 z
-" clip-path="url(#pd71de3bce1)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#ped483c4995)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_438">
     <path d="M 216 879.86717 
@@ -4806,14 +4806,14 @@ L 232.363636 879.86717
 L 232.363636 877.875321 
 L 216 877.875321 
 z
-" clip-path="url(#pd71de3bce1)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#ped483c4995)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_125"/>
    <g id="matplotlib.axis_126"/>
    <g id="line2d_63">
     <path d="M 198 877.875321 
 L 234 877.875321 
-" clip-path="url(#pd71de3bce1)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#ped483c4995)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_439">
     <path d="M 198 879.86717 
@@ -4865,7 +4865,7 @@ L 262.8 879.86717
 L 262.8 871.925309 
 L 246.436364 871.925309 
 z
-" clip-path="url(#pc661c61728)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pe5ef699d36)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_445">
     <path d="M 262.8 879.86717 
@@ -4873,14 +4873,14 @@ L 279.163636 879.86717
 L 279.163636 877.594419 
 L 262.8 877.594419 
 z
-" clip-path="url(#pc661c61728)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pe5ef699d36)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_127"/>
    <g id="matplotlib.axis_128"/>
    <g id="line2d_64">
     <path d="M 244.8 877.594419 
 L 280.8 877.594419 
-" clip-path="url(#pc661c61728)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pe5ef699d36)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_446">
     <path d="M 244.8 879.86717 
@@ -4938,7 +4938,7 @@ L 169.2 899.864151
 L 169.2 891.462633 
 L 152.836364 891.462633 
 z
-" clip-path="url(#p89f8e01f9a)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p65eca0fe4f)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_452">
     <path d="M 169.2 899.864151 
@@ -4946,14 +4946,14 @@ L 185.563636 899.864151
 L 185.563636 898.051057 
 L 169.2 898.051057 
 z
-" clip-path="url(#p89f8e01f9a)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p65eca0fe4f)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_129"/>
    <g id="matplotlib.axis_130"/>
    <g id="line2d_65">
     <path d="M 151.2 898.051057 
 L 187.2 898.051057 
-" clip-path="url(#p89f8e01f9a)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p65eca0fe4f)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_453">
     <path d="M 151.2 899.864151 
@@ -5005,7 +5005,7 @@ L 216 899.864151
 L 216 891.615852 
 L 199.636364 891.615852 
 z
-" clip-path="url(#p67935cf73f)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p00f1eefbdf)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_459">
     <path d="M 216 899.864151 
@@ -5013,14 +5013,14 @@ L 232.363636 899.864151
 L 232.363636 897.897838 
 L 216 897.897838 
 z
-" clip-path="url(#p67935cf73f)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p00f1eefbdf)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_131"/>
    <g id="matplotlib.axis_132"/>
    <g id="line2d_66">
     <path d="M 198 897.897838 
 L 234 897.897838 
-" clip-path="url(#p67935cf73f)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p00f1eefbdf)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_460">
     <path d="M 198 899.864151 
@@ -5072,7 +5072,7 @@ L 262.8 899.864151
 L 262.8 891.92229 
 L 246.436364 891.92229 
 z
-" clip-path="url(#pa53162655c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p3afcc5c890)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_466">
     <path d="M 262.8 899.864151 
@@ -5080,14 +5080,14 @@ L 279.163636 899.864151
 L 279.163636 897.5914 
 L 262.8 897.5914 
 z
-" clip-path="url(#pa53162655c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p3afcc5c890)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_133"/>
    <g id="matplotlib.axis_134"/>
    <g id="line2d_67">
     <path d="M 244.8 897.5914 
 L 280.8 897.5914 
-" clip-path="url(#pa53162655c)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p3afcc5c890)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_467">
     <path d="M 244.8 899.864151 
@@ -5145,7 +5145,7 @@ L 169.2 919.861132
 L 169.2 911.459614 
 L 152.836364 911.459614 
 z
-" clip-path="url(#p37693610a8)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pbfb1b6b64c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_473">
     <path d="M 169.2 919.861132 
@@ -5153,14 +5153,14 @@ L 185.563636 919.861132
 L 185.563636 918.048038 
 L 169.2 918.048038 
 z
-" clip-path="url(#p37693610a8)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pbfb1b6b64c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_135"/>
    <g id="matplotlib.axis_136"/>
    <g id="line2d_68">
     <path d="M 151.2 918.048038 
 L 187.2 918.048038 
-" clip-path="url(#p37693610a8)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pbfb1b6b64c)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_474">
     <path d="M 151.2 919.861132 
@@ -5212,7 +5212,7 @@ L 216 919.861132
 L 216 911.612833 
 L 199.636364 911.612833 
 z
-" clip-path="url(#pad8a66d7d0)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p3f9f524e4e)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_480">
     <path d="M 216 919.861132 
@@ -5220,14 +5220,14 @@ L 232.363636 919.861132
 L 232.363636 917.894819 
 L 216 917.894819 
 z
-" clip-path="url(#pad8a66d7d0)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p3f9f524e4e)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_137"/>
    <g id="matplotlib.axis_138"/>
    <g id="line2d_69">
     <path d="M 198 917.894819 
 L 234 917.894819 
-" clip-path="url(#pad8a66d7d0)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p3f9f524e4e)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_481">
     <path d="M 198 919.861132 
@@ -5279,7 +5279,7 @@ L 262.8 919.861132
 L 262.8 911.919271 
 L 246.436364 911.919271 
 z
-" clip-path="url(#p71add07eff)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p2f239cfb05)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_487">
     <path d="M 262.8 919.861132 
@@ -5287,14 +5287,14 @@ L 279.163636 919.861132
 L 279.163636 917.588381 
 L 262.8 917.588381 
 z
-" clip-path="url(#p71add07eff)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p2f239cfb05)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_139"/>
    <g id="matplotlib.axis_140"/>
    <g id="line2d_70">
     <path d="M 244.8 917.588381 
 L 280.8 917.588381 
-" clip-path="url(#p71add07eff)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p2f239cfb05)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_488">
     <path d="M 244.8 919.861132 
@@ -5352,7 +5352,7 @@ L 169.2 939.858113
 L 169.2 931.456595 
 L 152.836364 931.456595 
 z
-" clip-path="url(#p2fa0f8bfa9)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p4f9cf5b472)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_494">
     <path d="M 169.2 939.858113 
@@ -5360,14 +5360,14 @@ L 185.563636 939.858113
 L 185.563636 938.04502 
 L 169.2 938.04502 
 z
-" clip-path="url(#p2fa0f8bfa9)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p4f9cf5b472)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_141"/>
    <g id="matplotlib.axis_142"/>
    <g id="line2d_71">
     <path d="M 151.2 938.04502 
 L 187.2 938.04502 
-" clip-path="url(#p2fa0f8bfa9)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p4f9cf5b472)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_495">
     <path d="M 151.2 939.858113 
@@ -5419,7 +5419,7 @@ L 216 939.858113
 L 216 931.584278 
 L 199.636364 931.584278 
 z
-" clip-path="url(#p6f1e516251)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pd163f00171)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_501">
     <path d="M 216 939.858113 
@@ -5427,14 +5427,14 @@ L 232.363636 939.858113
 L 232.363636 937.917337 
 L 216 937.917337 
 z
-" clip-path="url(#p6f1e516251)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pd163f00171)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_143"/>
    <g id="matplotlib.axis_144"/>
    <g id="line2d_72">
     <path d="M 198 937.917337 
 L 234 937.917337 
-" clip-path="url(#p6f1e516251)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pd163f00171)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_502">
     <path d="M 198 939.858113 
@@ -5486,7 +5486,7 @@ L 262.8 939.858113
 L 262.8 931.890716 
 L 246.436364 931.890716 
 z
-" clip-path="url(#p37f139807c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pe90160339c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_508">
     <path d="M 262.8 939.858113 
@@ -5494,14 +5494,14 @@ L 279.163636 939.858113
 L 279.163636 937.610899 
 L 262.8 937.610899 
 z
-" clip-path="url(#p37f139807c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pe90160339c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_145"/>
    <g id="matplotlib.axis_146"/>
    <g id="line2d_73">
     <path d="M 244.8 937.610899 
 L 280.8 937.610899 
-" clip-path="url(#p37f139807c)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pe90160339c)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_509">
     <path d="M 244.8 939.858113 
@@ -5559,7 +5559,7 @@ L 169.2 959.855094
 L 169.2 951.453576 
 L 152.836364 951.453576 
 z
-" clip-path="url(#p13ff172fb7)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pec53a5058c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_515">
     <path d="M 169.2 959.855094 
@@ -5567,14 +5567,14 @@ L 185.563636 959.855094
 L 185.563636 958.042001 
 L 169.2 958.042001 
 z
-" clip-path="url(#p13ff172fb7)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pec53a5058c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_147"/>
    <g id="matplotlib.axis_148"/>
    <g id="line2d_74">
     <path d="M 151.2 958.042001 
 L 187.2 958.042001 
-" clip-path="url(#p13ff172fb7)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pec53a5058c)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_516">
     <path d="M 151.2 959.855094 
@@ -5626,7 +5626,7 @@ L 216 959.855094
 L 216 951.581259 
 L 199.636364 951.581259 
 z
-" clip-path="url(#pbf9fb0a0f1)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pec8f58019e)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_522">
     <path d="M 216 959.855094 
@@ -5634,14 +5634,14 @@ L 232.363636 959.855094
 L 232.363636 957.914318 
 L 216 957.914318 
 z
-" clip-path="url(#pbf9fb0a0f1)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pec8f58019e)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_149"/>
    <g id="matplotlib.axis_150"/>
    <g id="line2d_75">
     <path d="M 198 957.914318 
 L 234 957.914318 
-" clip-path="url(#pbf9fb0a0f1)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pec8f58019e)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_523">
     <path d="M 198 959.855094 
@@ -5693,7 +5693,7 @@ L 262.8 959.855094
 L 262.8 951.862161 
 L 246.436364 951.862161 
 z
-" clip-path="url(#pb220c4b91c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p3330981494)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_529">
     <path d="M 262.8 959.855094 
@@ -5701,14 +5701,14 @@ L 279.163636 959.855094
 L 279.163636 957.633416 
 L 262.8 957.633416 
 z
-" clip-path="url(#pb220c4b91c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p3330981494)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_151"/>
    <g id="matplotlib.axis_152"/>
    <g id="line2d_76">
     <path d="M 244.8 957.633416 
 L 280.8 957.633416 
-" clip-path="url(#pb220c4b91c)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p3330981494)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_530">
     <path d="M 244.8 959.855094 
@@ -5765,7 +5765,7 @@ L 122.4 979.852075
 L 122.4 971.322875 
 L 106.036364 971.322875 
 z
-" clip-path="url(#p65efe438f9)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p6d14512f85)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_536">
     <path d="M 122.4 979.852075 
@@ -5773,14 +5773,14 @@ L 138.763636 979.852075
 L 138.763636 978.166665 
 L 122.4 978.166665 
 z
-" clip-path="url(#p65efe438f9)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p6d14512f85)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_153"/>
    <g id="matplotlib.axis_154"/>
    <g id="line2d_77">
     <path d="M 104.4 978.166665 
 L 140.4 978.166665 
-" clip-path="url(#p65efe438f9)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p6d14512f85)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_537">
     <path d="M 104.4 979.852075 
@@ -5864,7 +5864,7 @@ L 169.2 979.852075
 L 169.2 971.425021 
 L 152.836364 971.425021 
 z
-" clip-path="url(#p1a2d73c3e2)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p391bc20f62)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_543">
     <path d="M 169.2 979.852075 
@@ -5872,14 +5872,14 @@ L 185.563636 979.852075
 L 185.563636 978.064518 
 L 169.2 978.064518 
 z
-" clip-path="url(#p1a2d73c3e2)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p391bc20f62)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_155"/>
    <g id="matplotlib.axis_156"/>
    <g id="line2d_78">
     <path d="M 151.2 978.064518 
 L 187.2 978.064518 
-" clip-path="url(#p1a2d73c3e2)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p391bc20f62)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_544">
     <path d="M 151.2 979.852075 
@@ -5931,7 +5931,7 @@ L 216 979.852075
 L 216 971.57824 
 L 199.636364 971.57824 
 z
-" clip-path="url(#pa8ee5fd4f2)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p3fb9aa0444)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_550">
     <path d="M 216 979.852075 
@@ -5939,14 +5939,14 @@ L 232.363636 979.852075
 L 232.363636 977.911299 
 L 216 977.911299 
 z
-" clip-path="url(#pa8ee5fd4f2)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p3fb9aa0444)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_157"/>
    <g id="matplotlib.axis_158"/>
    <g id="line2d_79">
     <path d="M 198 977.911299 
 L 234 977.911299 
-" clip-path="url(#pa8ee5fd4f2)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p3fb9aa0444)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_551">
     <path d="M 198 979.852075 
@@ -5998,7 +5998,7 @@ L 262.8 979.852075
 L 262.8 971.833605 
 L 246.436364 971.833605 
 z
-" clip-path="url(#p9a6574f1bd)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p0988e2dc62)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_557">
     <path d="M 262.8 979.852075 
@@ -6006,14 +6006,14 @@ L 279.163636 979.852075
 L 279.163636 977.655934 
 L 262.8 977.655934 
 z
-" clip-path="url(#p9a6574f1bd)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p0988e2dc62)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_159"/>
    <g id="matplotlib.axis_160"/>
    <g id="line2d_80">
     <path d="M 244.8 977.655934 
 L 280.8 977.655934 
-" clip-path="url(#p9a6574f1bd)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p0988e2dc62)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_558">
     <path d="M 244.8 979.852075 
@@ -6070,7 +6070,7 @@ L 122.4 999.849057
 L 122.4 991.319856 
 L 106.036364 991.319856 
 z
-" clip-path="url(#p9dd7fe88b5)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p5930246dfc)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_564">
     <path d="M 122.4 999.849057 
@@ -6078,14 +6078,14 @@ L 138.763636 999.849057
 L 138.763636 998.163646 
 L 122.4 998.163646 
 z
-" clip-path="url(#p9dd7fe88b5)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p5930246dfc)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_161"/>
    <g id="matplotlib.axis_162"/>
    <g id="line2d_81">
     <path d="M 104.4 998.163646 
 L 140.4 998.163646 
-" clip-path="url(#p9dd7fe88b5)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p5930246dfc)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_565">
     <path d="M 104.4 999.849057 
@@ -6137,7 +6137,7 @@ L 169.2 999.849057
 L 169.2 991.422002 
 L 152.836364 991.422002 
 z
-" clip-path="url(#p374e80cc01)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p63569077bc)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_571">
     <path d="M 169.2 999.849057 
@@ -6145,14 +6145,14 @@ L 185.563636 999.849057
 L 185.563636 998.0615 
 L 169.2 998.0615 
 z
-" clip-path="url(#p374e80cc01)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p63569077bc)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_163"/>
    <g id="matplotlib.axis_164"/>
    <g id="line2d_82">
     <path d="M 151.2 998.0615 
 L 187.2 998.0615 
-" clip-path="url(#p374e80cc01)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p63569077bc)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_572">
     <path d="M 151.2 999.849057 
@@ -6204,7 +6204,7 @@ L 216 999.849057
 L 216 991.575221 
 L 199.636364 991.575221 
 z
-" clip-path="url(#pec4302614a)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p2cb3e8f084)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_578">
     <path d="M 216 999.849057 
@@ -6212,14 +6212,14 @@ L 232.363636 999.849057
 L 232.363636 997.90828 
 L 216 997.90828 
 z
-" clip-path="url(#pec4302614a)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p2cb3e8f084)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_165"/>
    <g id="matplotlib.axis_166"/>
    <g id="line2d_83">
     <path d="M 198 997.90828 
 L 234 997.90828 
-" clip-path="url(#pec4302614a)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p2cb3e8f084)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_579">
     <path d="M 198 999.849057 
@@ -6271,7 +6271,7 @@ L 262.8 999.849057
 L 262.8 991.80505 
 L 246.436364 991.80505 
 z
-" clip-path="url(#p978d204cc3)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p7a93ac0aa0)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_585">
     <path d="M 262.8 999.849057 
@@ -6279,14 +6279,14 @@ L 279.163636 999.849057
 L 279.163636 997.678452 
 L 262.8 997.678452 
 z
-" clip-path="url(#p978d204cc3)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p7a93ac0aa0)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_167"/>
    <g id="matplotlib.axis_168"/>
    <g id="line2d_84">
     <path d="M 244.8 997.678452 
 L 280.8 997.678452 
-" clip-path="url(#p978d204cc3)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p7a93ac0aa0)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_586">
     <path d="M 244.8 999.849057 
@@ -6343,7 +6343,7 @@ L 122.4 1019.846038
 L 122.4 1011.316837 
 L 106.036364 1011.316837 
 z
-" clip-path="url(#pf9331412d8)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p6584a2c634)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_592">
     <path d="M 122.4 1019.846038 
@@ -6351,14 +6351,14 @@ L 138.763636 1019.846038
 L 138.763636 1018.160627 
 L 122.4 1018.160627 
 z
-" clip-path="url(#pf9331412d8)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p6584a2c634)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_169"/>
    <g id="matplotlib.axis_170"/>
    <g id="line2d_85">
     <path d="M 104.4 1018.160627 
 L 140.4 1018.160627 
-" clip-path="url(#pf9331412d8)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p6584a2c634)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_593">
     <path d="M 104.4 1019.846038 
@@ -6410,7 +6410,7 @@ L 169.2 1019.846038
 L 169.2 1011.36791 
 L 152.836364 1011.36791 
 z
-" clip-path="url(#p130ada3e62)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p0f45a9957f)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_599">
     <path d="M 169.2 1019.846038 
@@ -6418,14 +6418,14 @@ L 185.563636 1019.846038
 L 185.563636 1018.109554 
 L 169.2 1018.109554 
 z
-" clip-path="url(#p130ada3e62)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p0f45a9957f)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_171"/>
    <g id="matplotlib.axis_172"/>
    <g id="line2d_86">
     <path d="M 151.2 1018.109554 
 L 187.2 1018.109554 
-" clip-path="url(#p130ada3e62)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p0f45a9957f)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_600">
     <path d="M 151.2 1019.846038 
@@ -6477,7 +6477,7 @@ L 216 1019.846038
 L 216 1011.572202 
 L 199.636364 1011.572202 
 z
-" clip-path="url(#p655b872517)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pcdf72e8b80)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_606">
     <path d="M 216 1019.846038 
@@ -6485,14 +6485,14 @@ L 232.363636 1019.846038
 L 232.363636 1017.905261 
 L 216 1017.905261 
 z
-" clip-path="url(#p655b872517)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pcdf72e8b80)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_173"/>
    <g id="matplotlib.axis_174"/>
    <g id="line2d_87">
     <path d="M 198 1017.905261 
 L 234 1017.905261 
-" clip-path="url(#p655b872517)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pcdf72e8b80)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_607">
     <path d="M 198 1019.846038 
@@ -6544,7 +6544,7 @@ L 262.8 1019.846038
 L 262.8 1011.802031 
 L 246.436364 1011.802031 
 z
-" clip-path="url(#p9c7f5c6e93)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pdc18fd00e0)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_613">
     <path d="M 262.8 1019.846038 
@@ -6552,14 +6552,14 @@ L 279.163636 1019.846038
 L 279.163636 1017.675433 
 L 262.8 1017.675433 
 z
-" clip-path="url(#p9c7f5c6e93)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pdc18fd00e0)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_175"/>
    <g id="matplotlib.axis_176"/>
    <g id="line2d_88">
     <path d="M 244.8 1017.675433 
 L 280.8 1017.675433 
-" clip-path="url(#p9c7f5c6e93)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pdc18fd00e0)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_614">
     <path d="M 244.8 1019.846038 
@@ -6611,7 +6611,7 @@ L 309.6 1019.846038
 L 309.6 1012.210615 
 L 293.236364 1012.210615 
 z
-" clip-path="url(#paf5115b357)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p054762cfd5)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_620">
     <path d="M 309.6 1019.846038 
@@ -6619,14 +6619,14 @@ L 325.963636 1019.846038
 L 325.963636 1017.266848 
 L 309.6 1017.266848 
 z
-" clip-path="url(#paf5115b357)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p054762cfd5)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_177"/>
    <g id="matplotlib.axis_178"/>
    <g id="line2d_89">
     <path d="M 291.6 1017.266848 
 L 327.6 1017.266848 
-" clip-path="url(#paf5115b357)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p054762cfd5)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_621">
     <path d="M 291.6 1019.846038 
@@ -6682,7 +6682,7 @@ L 122.4 1039.843019
 L 122.4 1031.288281 
 L 106.036364 1031.288281 
 z
-" clip-path="url(#pf6d6037f37)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p7562faf729)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_627">
     <path d="M 122.4 1039.843019 
@@ -6690,14 +6690,14 @@ L 138.763636 1039.843019
 L 138.763636 1038.183144 
 L 122.4 1038.183144 
 z
-" clip-path="url(#pf6d6037f37)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p7562faf729)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_179"/>
    <g id="matplotlib.axis_180"/>
    <g id="line2d_90">
     <path d="M 104.4 1038.183144 
 L 140.4 1038.183144 
-" clip-path="url(#pf6d6037f37)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p7562faf729)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_628">
     <path d="M 104.4 1039.843019 
@@ -6749,7 +6749,7 @@ L 169.2 1039.843019
 L 169.2 1031.364891 
 L 152.836364 1031.364891 
 z
-" clip-path="url(#p0571b156e8)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pae8457c785)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_634">
     <path d="M 169.2 1039.843019 
@@ -6757,14 +6757,14 @@ L 185.563636 1039.843019
 L 185.563636 1038.106535 
 L 169.2 1038.106535 
 z
-" clip-path="url(#p0571b156e8)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pae8457c785)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_181"/>
    <g id="matplotlib.axis_182"/>
    <g id="line2d_91">
     <path d="M 151.2 1038.106535 
 L 187.2 1038.106535 
-" clip-path="url(#p0571b156e8)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pae8457c785)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_635">
     <path d="M 151.2 1039.843019 
@@ -6816,7 +6816,7 @@ L 216 1039.843019
 L 216 1031.569183 
 L 199.636364 1031.569183 
 z
-" clip-path="url(#p831879d82d)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pcd78d7526a)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_641">
     <path d="M 216 1039.843019 
@@ -6824,14 +6824,14 @@ L 232.363636 1039.843019
 L 232.363636 1037.902243 
 L 216 1037.902243 
 z
-" clip-path="url(#p831879d82d)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pcd78d7526a)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_183"/>
    <g id="matplotlib.axis_184"/>
    <g id="line2d_92">
     <path d="M 198 1037.902243 
 L 234 1037.902243 
-" clip-path="url(#p831879d82d)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pcd78d7526a)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_642">
     <path d="M 198 1039.843019 
@@ -6883,7 +6883,7 @@ L 262.8 1039.843019
 L 262.8 1031.799012 
 L 246.436364 1031.799012 
 z
-" clip-path="url(#pfb0dfed09e)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p44d96b1d97)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_648">
     <path d="M 262.8 1039.843019 
@@ -6891,14 +6891,14 @@ L 279.163636 1039.843019
 L 279.163636 1037.672414 
 L 262.8 1037.672414 
 z
-" clip-path="url(#pfb0dfed09e)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p44d96b1d97)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_185"/>
    <g id="matplotlib.axis_186"/>
    <g id="line2d_93">
     <path d="M 244.8 1037.672414 
 L 280.8 1037.672414 
-" clip-path="url(#pfb0dfed09e)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p44d96b1d97)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_649">
     <path d="M 244.8 1039.843019 
@@ -6950,7 +6950,7 @@ L 309.6 1039.843019
 L 309.6 1032.10545 
 L 293.236364 1032.10545 
 z
-" clip-path="url(#pd6b0d04538)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p13311f0225)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_655">
     <path d="M 309.6 1039.843019 
@@ -6958,14 +6958,14 @@ L 325.963636 1039.843019
 L 325.963636 1037.365975 
 L 309.6 1037.365975 
 z
-" clip-path="url(#pd6b0d04538)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p13311f0225)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_187"/>
    <g id="matplotlib.axis_188"/>
    <g id="line2d_94">
     <path d="M 291.6 1037.365975 
 L 327.6 1037.365975 
-" clip-path="url(#pd6b0d04538)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p13311f0225)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_656">
     <path d="M 291.6 1039.843019 
@@ -7053,7 +7053,7 @@ L 75.6 1059.84
 L 75.6 1051.08097 
 L 59.236364 1051.08097 
 z
-" clip-path="url(#p95ebfc8462)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p78071f4db0)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_662">
     <path d="M 75.6 1059.84 
@@ -7061,14 +7061,14 @@ L 91.963636 1059.84
 L 91.963636 1058.384418 
 L 75.6 1058.384418 
 z
-" clip-path="url(#p95ebfc8462)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p78071f4db0)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_189"/>
    <g id="matplotlib.axis_190"/>
    <g id="line2d_95">
     <path d="M 57.6 1058.384418 
 L 93.6 1058.384418 
-" clip-path="url(#p95ebfc8462)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p78071f4db0)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_663">
     <path d="M 57.6 1059.84 
@@ -7131,7 +7131,7 @@ L 122.4 1059.84
 L 122.4 1051.23419 
 L 106.036364 1051.23419 
 z
-" clip-path="url(#p9a766371ee)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p36da6fe491)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_669">
     <path d="M 122.4 1059.84 
@@ -7139,14 +7139,14 @@ L 138.763636 1059.84
 L 138.763636 1058.231199 
 L 122.4 1058.231199 
 z
-" clip-path="url(#p9a766371ee)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p36da6fe491)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_191"/>
    <g id="matplotlib.axis_192"/>
    <g id="line2d_96">
     <path d="M 104.4 1058.231199 
 L 140.4 1058.231199 
-" clip-path="url(#p9a766371ee)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p36da6fe491)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_670">
     <path d="M 104.4 1059.84 
@@ -7209,7 +7209,7 @@ L 169.2 1059.84
 L 169.2 1051.336336 
 L 152.836364 1051.336336 
 z
-" clip-path="url(#p26260b49f8)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p6fb92844d6)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_676">
     <path d="M 169.2 1059.84 
@@ -7217,14 +7217,14 @@ L 185.563636 1059.84
 L 185.563636 1058.129053 
 L 169.2 1058.129053 
 z
-" clip-path="url(#p26260b49f8)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p6fb92844d6)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_193"/>
    <g id="matplotlib.axis_194"/>
    <g id="line2d_97">
     <path d="M 151.2 1058.129053 
 L 187.2 1058.129053 
-" clip-path="url(#p26260b49f8)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p6fb92844d6)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_677">
     <path d="M 151.2 1059.84 
@@ -7287,7 +7287,7 @@ L 216 1059.84
 L 216 1051.566164 
 L 199.636364 1051.566164 
 z
-" clip-path="url(#p208edf8f5d)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pd3a7101391)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_683">
     <path d="M 216 1059.84 
@@ -7295,14 +7295,14 @@ L 232.363636 1059.84
 L 232.363636 1057.899224 
 L 216 1057.899224 
 z
-" clip-path="url(#p208edf8f5d)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pd3a7101391)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_195"/>
    <g id="matplotlib.axis_196"/>
    <g id="line2d_98">
     <path d="M 198 1057.899224 
 L 234 1057.899224 
-" clip-path="url(#p208edf8f5d)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#pd3a7101391)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_684">
     <path d="M 198 1059.84 
@@ -7365,7 +7365,7 @@ L 262.8 1059.84
 L 262.8 1051.795993 
 L 246.436364 1051.795993 
 z
-" clip-path="url(#pfe9d592612)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p5f85a8d47f)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_690">
     <path d="M 262.8 1059.84 
@@ -7373,14 +7373,14 @@ L 279.163636 1059.84
 L 279.163636 1057.669395 
 L 262.8 1057.669395 
 z
-" clip-path="url(#pfe9d592612)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p5f85a8d47f)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_197"/>
    <g id="matplotlib.axis_198"/>
    <g id="line2d_99">
     <path d="M 244.8 1057.669395 
 L 280.8 1057.669395 
-" clip-path="url(#pfe9d592612)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p5f85a8d47f)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_691">
     <path d="M 244.8 1059.84 
@@ -7443,7 +7443,7 @@ L 309.6 1059.84
 L 309.6 1052.025822 
 L 293.236364 1052.025822 
 z
-" clip-path="url(#p12989f25bf)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p5d1b6ee43e)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="patch_697">
     <path d="M 309.6 1059.84 
@@ -7451,14 +7451,14 @@ L 325.963636 1059.84
 L 325.963636 1057.439566 
 L 309.6 1057.439566 
 z
-" clip-path="url(#p12989f25bf)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p5d1b6ee43e)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
    </g>
    <g id="matplotlib.axis_199"/>
    <g id="matplotlib.axis_200"/>
    <g id="line2d_100">
     <path d="M 291.6 1057.439566 
 L 327.6 1057.439566 
-" clip-path="url(#p12989f25bf)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+" clip-path="url(#p5d1b6ee43e)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="patch_698">
     <path d="M 291.6 1059.84 
@@ -7533,304 +7533,304 @@ L 327.6 1050.643019
   </g>
  </g>
  <defs>
-  <clipPath id="pc0774b831d">
+  <clipPath id="p3fb5b89670">
    <rect x="198" y="10.8" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p6d1fa1d84e">
+  <clipPath id="p1d9649120e">
    <rect x="198" y="30.796981" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pb3bdafcedf">
+  <clipPath id="p18abca00d1">
    <rect x="198" y="50.793962" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p062aa0b51d">
+  <clipPath id="p5a377f0952">
    <rect x="198" y="70.790943" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p1401ab9d86">
+  <clipPath id="p7236b91180">
    <rect x="198" y="90.787925" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pf74466c8d8">
+  <clipPath id="pc9fa9e8f18">
    <rect x="198" y="110.784906" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p4f089856b8">
+  <clipPath id="pa4a54148c8">
    <rect x="198" y="130.781887" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pcda628c8d2">
+  <clipPath id="p8b0d659611">
    <rect x="198" y="150.778868" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pdfc42a8bad">
+  <clipPath id="pb969a477df">
    <rect x="198" y="170.775849" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pd6f5fe1907">
+  <clipPath id="pb162b36527">
    <rect x="198" y="190.77283" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p1f0026351f">
+  <clipPath id="p67a88f3f7e">
    <rect x="198" y="210.769811" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pcee4a8ec09">
+  <clipPath id="pb5e661e13d">
    <rect x="198" y="230.766792" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p75df7f8b1b">
+  <clipPath id="pb14b249d91">
    <rect x="198" y="250.763774" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p876bc8f7d7">
+  <clipPath id="pa22e965ec0">
    <rect x="198" y="270.760755" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p664cbf186f">
+  <clipPath id="p18473ac6a8">
    <rect x="198" y="290.757736" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pfb64d9dd97">
+  <clipPath id="pc4299a3c93">
    <rect x="198" y="310.754717" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p4ec8068514">
+  <clipPath id="p2c9e515807">
    <rect x="198" y="330.751698" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p2a1fcaec4a">
+  <clipPath id="pad34c1a446">
    <rect x="198" y="350.748679" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p401f0a7c85">
+  <clipPath id="p3e4c114e2e">
    <rect x="198" y="370.74566" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p3e61fa439a">
+  <clipPath id="p644319d574">
    <rect x="198" y="390.742642" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p2118548915">
+  <clipPath id="p70e1adbe63">
    <rect x="198" y="410.739623" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pd4d4deefe1">
+  <clipPath id="p5013a13ff4">
    <rect x="198" y="430.736604" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p501654e282">
+  <clipPath id="pd3091411eb">
    <rect x="198" y="450.733585" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p9c522cb1e9">
+  <clipPath id="p5a363d094b">
    <rect x="198" y="470.730566" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p790a34b533">
+  <clipPath id="p700e7eb1f9">
    <rect x="198" y="490.727547" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p13aee46801">
+  <clipPath id="p37eec78787">
    <rect x="198" y="510.724528" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pd5e36d62d9">
+  <clipPath id="p098dd50a35">
    <rect x="198" y="530.721509" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pf89f20fc82">
+  <clipPath id="pb758575b59">
    <rect x="198" y="550.718491" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pfe4b4db2ec">
+  <clipPath id="p817a76f588">
    <rect x="198" y="570.715472" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p2eb289bbcf">
+  <clipPath id="p4b416284ca">
    <rect x="198" y="590.712453" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pae635ca35e">
+  <clipPath id="pfc3869a87f">
    <rect x="198" y="610.709434" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p4aa39cd697">
+  <clipPath id="p7a5d10b3f9">
    <rect x="198" y="630.706415" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p7709b801ab">
+  <clipPath id="p6d60391fb9">
    <rect x="198" y="650.703396" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pebbf408a75">
+  <clipPath id="p047cc4f676">
    <rect x="244.8" y="650.703396" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p1c0dc9ff7e">
+  <clipPath id="p4e6028820f">
    <rect x="198" y="670.700377" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p2e464705f3">
+  <clipPath id="pcf0f264891">
    <rect x="244.8" y="670.700377" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p4ba23e3544">
+  <clipPath id="p03868971a8">
    <rect x="198" y="690.697358" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p93463388ec">
+  <clipPath id="p70bd4a0af4">
    <rect x="244.8" y="690.697358" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p59709c6744">
+  <clipPath id="p1199a15c4c">
    <rect x="198" y="710.69434" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pfe9927f484">
+  <clipPath id="p166bbd992c">
    <rect x="244.8" y="710.69434" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p7c4711fce4">
+  <clipPath id="p7be56fc495">
    <rect x="151.2" y="730.691321" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pc06e1e208b">
+  <clipPath id="p4314e19e25">
    <rect x="198" y="730.691321" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pe87d142517">
+  <clipPath id="pa8011077c9">
    <rect x="244.8" y="730.691321" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p2c7456d0e5">
+  <clipPath id="p3cd2c6ba85">
    <rect x="151.2" y="750.688302" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p46cb3a223e">
+  <clipPath id="pa8df44235e">
    <rect x="198" y="750.688302" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p00234f90a2">
+  <clipPath id="p50d1cfb0c5">
    <rect x="244.8" y="750.688302" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p3de7697532">
+  <clipPath id="p6e44e203d9">
    <rect x="151.2" y="770.685283" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p159567b5d2">
+  <clipPath id="p3a2e6d6e42">
    <rect x="198" y="770.685283" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p8c2ce21362">
+  <clipPath id="p9958b720f3">
    <rect x="244.8" y="770.685283" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pb42481855d">
+  <clipPath id="p7a8e29ab58">
    <rect x="151.2" y="790.682264" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pa5fbb5cc6a">
+  <clipPath id="p48574fb926">
    <rect x="198" y="790.682264" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p75b1893fa7">
+  <clipPath id="pdd13208446">
    <rect x="244.8" y="790.682264" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pd347b846dd">
+  <clipPath id="p9ff1f98c29">
    <rect x="151.2" y="810.679245" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pe16a373077">
+  <clipPath id="pfc07ecca9b">
    <rect x="198" y="810.679245" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pf64036cc60">
+  <clipPath id="p17ea95658c">
    <rect x="244.8" y="810.679245" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p25f31ef1f0">
+  <clipPath id="pf0b1b1fd1d">
    <rect x="151.2" y="830.676226" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p7b11b28183">
+  <clipPath id="p6dbbce31ed">
    <rect x="198" y="830.676226" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p6edb826060">
+  <clipPath id="p7b6e6285da">
    <rect x="244.8" y="830.676226" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pcaa5abe9ed">
+  <clipPath id="p51a0494ab4">
    <rect x="151.2" y="850.673208" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p9fbbca66f4">
+  <clipPath id="p662f6c552c">
    <rect x="198" y="850.673208" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p909000fc83">
+  <clipPath id="p455afa8741">
    <rect x="244.8" y="850.673208" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p75fa7e5818">
+  <clipPath id="p573adf7634">
    <rect x="151.2" y="870.670189" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pd71de3bce1">
+  <clipPath id="ped483c4995">
    <rect x="198" y="870.670189" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pc661c61728">
+  <clipPath id="pe5ef699d36">
    <rect x="244.8" y="870.670189" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p89f8e01f9a">
+  <clipPath id="p65eca0fe4f">
    <rect x="151.2" y="890.66717" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p67935cf73f">
+  <clipPath id="p00f1eefbdf">
    <rect x="198" y="890.66717" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pa53162655c">
+  <clipPath id="p3afcc5c890">
    <rect x="244.8" y="890.66717" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p37693610a8">
+  <clipPath id="pbfb1b6b64c">
    <rect x="151.2" y="910.664151" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pad8a66d7d0">
+  <clipPath id="p3f9f524e4e">
    <rect x="198" y="910.664151" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p71add07eff">
+  <clipPath id="p2f239cfb05">
    <rect x="244.8" y="910.664151" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p2fa0f8bfa9">
+  <clipPath id="p4f9cf5b472">
    <rect x="151.2" y="930.661132" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p6f1e516251">
+  <clipPath id="pd163f00171">
    <rect x="198" y="930.661132" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p37f139807c">
+  <clipPath id="pe90160339c">
    <rect x="244.8" y="930.661132" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p13ff172fb7">
+  <clipPath id="pec53a5058c">
    <rect x="151.2" y="950.658113" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pbf9fb0a0f1">
+  <clipPath id="pec8f58019e">
    <rect x="198" y="950.658113" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pb220c4b91c">
+  <clipPath id="p3330981494">
    <rect x="244.8" y="950.658113" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p65efe438f9">
+  <clipPath id="p6d14512f85">
    <rect x="104.4" y="970.655094" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p1a2d73c3e2">
+  <clipPath id="p391bc20f62">
    <rect x="151.2" y="970.655094" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pa8ee5fd4f2">
+  <clipPath id="p3fb9aa0444">
    <rect x="198" y="970.655094" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p9a6574f1bd">
+  <clipPath id="p0988e2dc62">
    <rect x="244.8" y="970.655094" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p9dd7fe88b5">
+  <clipPath id="p5930246dfc">
    <rect x="104.4" y="990.652075" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p374e80cc01">
+  <clipPath id="p63569077bc">
    <rect x="151.2" y="990.652075" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pec4302614a">
+  <clipPath id="p2cb3e8f084">
    <rect x="198" y="990.652075" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p978d204cc3">
+  <clipPath id="p7a93ac0aa0">
    <rect x="244.8" y="990.652075" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pf9331412d8">
+  <clipPath id="p6584a2c634">
    <rect x="104.4" y="1010.649057" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p130ada3e62">
+  <clipPath id="p0f45a9957f">
    <rect x="151.2" y="1010.649057" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p655b872517">
+  <clipPath id="pcdf72e8b80">
    <rect x="198" y="1010.649057" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p9c7f5c6e93">
+  <clipPath id="pdc18fd00e0">
    <rect x="244.8" y="1010.649057" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="paf5115b357">
+  <clipPath id="p054762cfd5">
    <rect x="291.6" y="1010.649057" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pf6d6037f37">
+  <clipPath id="p7562faf729">
    <rect x="104.4" y="1030.646038" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p0571b156e8">
+  <clipPath id="pae8457c785">
    <rect x="151.2" y="1030.646038" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p831879d82d">
+  <clipPath id="pcd78d7526a">
    <rect x="198" y="1030.646038" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pfb0dfed09e">
+  <clipPath id="p44d96b1d97">
    <rect x="244.8" y="1030.646038" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pd6b0d04538">
+  <clipPath id="p13311f0225">
    <rect x="291.6" y="1030.646038" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p95ebfc8462">
+  <clipPath id="p78071f4db0">
    <rect x="57.6" y="1050.643019" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p9a766371ee">
+  <clipPath id="p36da6fe491">
    <rect x="104.4" y="1050.643019" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p26260b49f8">
+  <clipPath id="p6fb92844d6">
    <rect x="151.2" y="1050.643019" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p208edf8f5d">
+  <clipPath id="pd3a7101391">
    <rect x="198" y="1050.643019" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pfe9d592612">
+  <clipPath id="p5f85a8d47f">
    <rect x="244.8" y="1050.643019" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p12989f25bf">
+  <clipPath id="p5d1b6ee43e">
    <rect x="291.6" y="1050.643019" width="36" height="9.196981"/>
   </clipPath>
  </defs>
diff --git a/book/_build/html/_images/bernoulliCLT2wCI.svg b/book/_build/html/_images/bernoulliCLT2wCI.svg
index 980dc17..83cb16c 100644
--- a/book/_build/html/_images/bernoulliCLT2wCI.svg
+++ b/book/_build/html/_images/bernoulliCLT2wCI.svg
@@ -6,7 +6,7 @@
   <rdf:RDF xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:cc="http://creativecommons.org/ns#" xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#">
    <cc:Work>
     <dc:type rdf:resource="http://purl.org/dc/dcmitype/StillImage"/>
-    <dc:date>2024-03-23T19:46:40.278932</dc:date>
+    <dc:date>2024-03-23T19:50:19.664808</dc:date>
     <dc:format>image/svg+xml</dc:format>
     <dc:creator>
      <cc:Agent>
@@ -47,7 +47,7 @@ L 216 19.996981
 L 216 11.927438 
 L 199.636364 11.927438 
 z
-" clip-path="url(#pa7da8957dc)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p23dfd62160)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_4">
     <path d="M 216 19.996981 
@@ -55,7 +55,7 @@ L 232.363636 19.996981
 L 232.363636 17.851913 
 L 216 17.851913 
 z
-" clip-path="url(#pa7da8957dc)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p23dfd62160)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_5">
     <path d="M 198 18.259641 
@@ -63,14 +63,14 @@ L 198 17.444184
 L 234 17.444184 
 L 234 18.259641 
 z
-" clip-path="url(#pa7da8957dc)" style="fill: #ffe5cf"/>
+" clip-path="url(#p23dfd62160)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_1"/>
    <g id="matplotlib.axis_2"/>
    <g id="line2d_1">
     <path d="M 198 17.954059 
 L 234 17.954059 
-" clip-path="url(#pa7da8957dc)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p23dfd62160)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_6">
     <path d="M 198 19.996981 
@@ -225,7 +225,7 @@ L 216 39.993962
 L 216 31.924419 
 L 199.636364 31.924419 
 z
-" clip-path="url(#p0ca2dae649)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pfd77d909cf)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_12">
     <path d="M 216 39.993962 
@@ -233,7 +233,7 @@ L 232.363636 39.993962
 L 232.363636 37.848894 
 L 216 37.848894 
 z
-" clip-path="url(#p0ca2dae649)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pfd77d909cf)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_13">
     <path d="M 198 38.256622 
@@ -241,14 +241,14 @@ L 198 37.441165
 L 234 37.441165 
 L 234 38.256622 
 z
-" clip-path="url(#p0ca2dae649)" style="fill: #ffe5cf"/>
+" clip-path="url(#pfd77d909cf)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_3"/>
    <g id="matplotlib.axis_4"/>
    <g id="line2d_2">
     <path d="M 198 37.95104 
 L 234 37.95104 
-" clip-path="url(#p0ca2dae649)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pfd77d909cf)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_14">
     <path d="M 198 39.993962 
@@ -304,7 +304,7 @@ L 216 59.990943
 L 216 51.9214 
 L 199.636364 51.9214 
 z
-" clip-path="url(#p00de528b88)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p08dc54293e)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_20">
     <path d="M 216 59.990943 
@@ -312,7 +312,7 @@ L 232.363636 59.990943
 L 232.363636 57.845875 
 L 216 57.845875 
 z
-" clip-path="url(#p00de528b88)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p08dc54293e)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_21">
     <path d="M 198 58.253603 
@@ -320,14 +320,14 @@ L 198 57.438146
 L 234 57.438146 
 L 234 58.253603 
 z
-" clip-path="url(#p00de528b88)" style="fill: #ffe5cf"/>
+" clip-path="url(#p08dc54293e)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_5"/>
    <g id="matplotlib.axis_6"/>
    <g id="line2d_3">
     <path d="M 198 57.948021 
 L 234 57.948021 
-" clip-path="url(#p00de528b88)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p08dc54293e)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_22">
     <path d="M 198 59.990943 
@@ -383,7 +383,7 @@ L 216 79.987925
 L 216 71.918381 
 L 199.636364 71.918381 
 z
-" clip-path="url(#pa9423ec00b)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p35ac429f04)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_28">
     <path d="M 216 79.987925 
@@ -391,7 +391,7 @@ L 232.363636 79.987925
 L 232.363636 77.842856 
 L 216 77.842856 
 z
-" clip-path="url(#pa9423ec00b)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p35ac429f04)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_29">
     <path d="M 198 78.250585 
@@ -399,14 +399,14 @@ L 198 77.435127
 L 234 77.435127 
 L 234 78.250585 
 z
-" clip-path="url(#pa9423ec00b)" style="fill: #ffe5cf"/>
+" clip-path="url(#p35ac429f04)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_7"/>
    <g id="matplotlib.axis_8"/>
    <g id="line2d_4">
     <path d="M 198 77.945002 
 L 234 77.945002 
-" clip-path="url(#pa9423ec00b)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p35ac429f04)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_30">
     <path d="M 198 79.987925 
@@ -462,7 +462,7 @@ L 216 99.984906
 L 216 91.889826 
 L 199.636364 91.889826 
 z
-" clip-path="url(#p81f3759101)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pc608f18155)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_36">
     <path d="M 216 99.984906 
@@ -470,7 +470,7 @@ L 232.363636 99.984906
 L 232.363636 97.865374 
 L 216 97.865374 
 z
-" clip-path="url(#p81f3759101)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pc608f18155)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_37">
     <path d="M 198 98.271309 
@@ -478,14 +478,14 @@ L 198 97.459439
 L 234 97.459439 
 L 234 98.271309 
 z
-" clip-path="url(#p81f3759101)" style="fill: #ffe5cf"/>
+" clip-path="url(#pc608f18155)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_9"/>
    <g id="matplotlib.axis_10"/>
    <g id="line2d_5">
     <path d="M 198 97.941983 
 L 234 97.941983 
-" clip-path="url(#p81f3759101)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pc608f18155)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_38">
     <path d="M 198 99.984906 
@@ -541,7 +541,7 @@ L 216 119.981887
 L 216 111.886807 
 L 199.636364 111.886807 
 z
-" clip-path="url(#pbd5bc78d90)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p076ad0cbcf)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_44">
     <path d="M 216 119.981887 
@@ -549,7 +549,7 @@ L 232.363636 119.981887
 L 232.363636 117.862355 
 L 216 117.862355 
 z
-" clip-path="url(#pbd5bc78d90)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p076ad0cbcf)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_45">
     <path d="M 198 118.26829 
@@ -557,14 +557,14 @@ L 198 117.45642
 L 234 117.45642 
 L 234 118.26829 
 z
-" clip-path="url(#pbd5bc78d90)" style="fill: #ffe5cf"/>
+" clip-path="url(#p076ad0cbcf)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_11"/>
    <g id="matplotlib.axis_12"/>
    <g id="line2d_6">
     <path d="M 198 117.938964 
 L 234 117.938964 
-" clip-path="url(#pbd5bc78d90)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p076ad0cbcf)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_46">
     <path d="M 198 119.981887 
@@ -620,7 +620,7 @@ L 216 139.978868
 L 216 131.883788 
 L 199.636364 131.883788 
 z
-" clip-path="url(#p9eaface291)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p41856b7b49)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_52">
     <path d="M 216 139.978868 
@@ -628,7 +628,7 @@ L 232.363636 139.978868
 L 232.363636 137.859336 
 L 216 137.859336 
 z
-" clip-path="url(#p9eaface291)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p41856b7b49)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_53">
     <path d="M 198 138.265271 
@@ -636,14 +636,14 @@ L 198 137.453401
 L 234 137.453401 
 L 234 138.265271 
 z
-" clip-path="url(#p9eaface291)" style="fill: #ffe5cf"/>
+" clip-path="url(#p41856b7b49)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_13"/>
    <g id="matplotlib.axis_14"/>
    <g id="line2d_7">
     <path d="M 198 137.935946 
 L 234 137.935946 
-" clip-path="url(#p9eaface291)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p41856b7b49)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_54">
     <path d="M 198 139.978868 
@@ -699,7 +699,7 @@ L 216 159.975849
 L 216 151.880769 
 L 199.636364 151.880769 
 z
-" clip-path="url(#pe52d6e99bf)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p6727325c60)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_60">
     <path d="M 216 159.975849 
@@ -707,7 +707,7 @@ L 232.363636 159.975849
 L 232.363636 157.856317 
 L 216 157.856317 
 z
-" clip-path="url(#pe52d6e99bf)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p6727325c60)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_61">
     <path d="M 198 158.262252 
@@ -715,14 +715,14 @@ L 198 157.450382
 L 234 157.450382 
 L 234 158.262252 
 z
-" clip-path="url(#pe52d6e99bf)" style="fill: #ffe5cf"/>
+" clip-path="url(#p6727325c60)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_15"/>
    <g id="matplotlib.axis_16"/>
    <g id="line2d_8">
     <path d="M 198 157.932927 
 L 234 157.932927 
-" clip-path="url(#pe52d6e99bf)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p6727325c60)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_62">
     <path d="M 198 159.975849 
@@ -778,7 +778,7 @@ L 216 179.97283
 L 216 171.87775 
 L 199.636364 171.87775 
 z
-" clip-path="url(#p0d1d604d49)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pda74947164)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_68">
     <path d="M 216 179.97283 
@@ -786,7 +786,7 @@ L 232.363636 179.97283
 L 232.363636 177.853298 
 L 216 177.853298 
 z
-" clip-path="url(#p0d1d604d49)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pda74947164)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_69">
     <path d="M 198 178.259233 
@@ -794,14 +794,14 @@ L 198 177.447363
 L 234 177.447363 
 L 234 178.259233 
 z
-" clip-path="url(#p0d1d604d49)" style="fill: #ffe5cf"/>
+" clip-path="url(#pda74947164)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_17"/>
    <g id="matplotlib.axis_18"/>
    <g id="line2d_9">
     <path d="M 198 177.929908 
 L 234 177.929908 
-" clip-path="url(#p0d1d604d49)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pda74947164)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_70">
     <path d="M 198 179.97283 
@@ -857,7 +857,7 @@ L 216 199.969811
 L 216 191.874731 
 L 199.636364 191.874731 
 z
-" clip-path="url(#p0ad52885b3)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pa47910c9b5)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_76">
     <path d="M 216 199.969811 
@@ -865,7 +865,7 @@ L 232.363636 199.969811
 L 232.363636 197.850279 
 L 216 197.850279 
 z
-" clip-path="url(#p0ad52885b3)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pa47910c9b5)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_77">
     <path d="M 198 198.256214 
@@ -873,14 +873,14 @@ L 198 197.444344
 L 234 197.444344 
 L 234 198.256214 
 z
-" clip-path="url(#p0ad52885b3)" style="fill: #ffe5cf"/>
+" clip-path="url(#pa47910c9b5)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_19"/>
    <g id="matplotlib.axis_20"/>
    <g id="line2d_10">
     <path d="M 198 197.926889 
 L 234 197.926889 
-" clip-path="url(#p0ad52885b3)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pa47910c9b5)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_78">
     <path d="M 198 199.969811 
@@ -936,7 +936,7 @@ L 216 219.966792
 L 216 211.871713 
 L 199.636364 211.871713 
 z
-" clip-path="url(#p5a68c84ab5)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p6acf944531)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_84">
     <path d="M 216 219.966792 
@@ -944,7 +944,7 @@ L 232.363636 219.966792
 L 232.363636 217.84726 
 L 216 217.84726 
 z
-" clip-path="url(#p5a68c84ab5)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p6acf944531)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_85">
     <path d="M 198 218.253196 
@@ -952,14 +952,14 @@ L 198 217.441325
 L 234 217.441325 
 L 234 218.253196 
 z
-" clip-path="url(#p5a68c84ab5)" style="fill: #ffe5cf"/>
+" clip-path="url(#p6acf944531)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_21"/>
    <g id="matplotlib.axis_22"/>
    <g id="line2d_11">
     <path d="M 198 217.92387 
 L 234 217.92387 
-" clip-path="url(#p5a68c84ab5)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p6acf944531)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_86">
     <path d="M 198 219.966792 
@@ -1015,7 +1015,7 @@ L 216 239.963774
 L 216 231.868694 
 L 199.636364 231.868694 
 z
-" clip-path="url(#p46c237b681)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pea105bf739)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_92">
     <path d="M 216 239.963774 
@@ -1023,7 +1023,7 @@ L 232.363636 239.963774
 L 232.363636 237.844242 
 L 216 237.844242 
 z
-" clip-path="url(#p46c237b681)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pea105bf739)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_93">
     <path d="M 198 238.250177 
@@ -1031,14 +1031,14 @@ L 198 237.438307
 L 234 237.438307 
 L 234 238.250177 
 z
-" clip-path="url(#p46c237b681)" style="fill: #ffe5cf"/>
+" clip-path="url(#pea105bf739)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_23"/>
    <g id="matplotlib.axis_24"/>
    <g id="line2d_12">
     <path d="M 198 237.920851 
 L 234 237.920851 
-" clip-path="url(#p46c237b681)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pea105bf739)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_94">
     <path d="M 198 239.963774 
@@ -1094,7 +1094,7 @@ L 216 259.960755
 L 216 251.865675 
 L 199.636364 251.865675 
 z
-" clip-path="url(#p101cd1ac45)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pe3533705b8)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_100">
     <path d="M 216 259.960755 
@@ -1102,7 +1102,7 @@ L 232.363636 259.960755
 L 232.363636 257.841223 
 L 216 257.841223 
 z
-" clip-path="url(#p101cd1ac45)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pe3533705b8)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_101">
     <path d="M 198 258.247158 
@@ -1110,14 +1110,14 @@ L 198 257.435288
 L 234 257.435288 
 L 234 258.247158 
 z
-" clip-path="url(#p101cd1ac45)" style="fill: #ffe5cf"/>
+" clip-path="url(#pe3533705b8)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_25"/>
    <g id="matplotlib.axis_26"/>
    <g id="line2d_13">
     <path d="M 198 257.917832 
 L 234 257.917832 
-" clip-path="url(#p101cd1ac45)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pe3533705b8)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_102">
     <path d="M 198 259.960755 
@@ -1173,7 +1173,7 @@ L 216 279.957736
 L 216 271.837119 
 L 199.636364 271.837119 
 z
-" clip-path="url(#pd1386f31e0)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pec5aa1f50e)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_108">
     <path d="M 216 279.957736 
@@ -1181,7 +1181,7 @@ L 232.363636 279.957736
 L 232.363636 277.86374 
 L 216 277.86374 
 z
-" clip-path="url(#pd1386f31e0)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pec5aa1f50e)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_109">
     <path d="M 198 278.267859 
@@ -1189,14 +1189,14 @@ L 198 277.459622
 L 234 277.459622 
 L 234 278.267859 
 z
-" clip-path="url(#pd1386f31e0)" style="fill: #ffe5cf"/>
+" clip-path="url(#pec5aa1f50e)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_27"/>
    <g id="matplotlib.axis_28"/>
    <g id="line2d_14">
     <path d="M 198 277.914813 
 L 234 277.914813 
-" clip-path="url(#pd1386f31e0)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pec5aa1f50e)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_110">
     <path d="M 198 279.957736 
@@ -1252,7 +1252,7 @@ L 216 299.954717
 L 216 291.834101 
 L 199.636364 291.834101 
 z
-" clip-path="url(#p06cad1910e)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p5c6bbed8b5)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_116">
     <path d="M 216 299.954717 
@@ -1260,7 +1260,7 @@ L 232.363636 299.954717
 L 232.363636 297.860722 
 L 216 297.860722 
 z
-" clip-path="url(#p06cad1910e)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p5c6bbed8b5)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_117">
     <path d="M 198 298.26484 
@@ -1268,14 +1268,14 @@ L 198 297.456603
 L 234 297.456603 
 L 234 298.26484 
 z
-" clip-path="url(#p06cad1910e)" style="fill: #ffe5cf"/>
+" clip-path="url(#p5c6bbed8b5)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_29"/>
    <g id="matplotlib.axis_30"/>
    <g id="line2d_15">
     <path d="M 198 297.911795 
 L 234 297.911795 
-" clip-path="url(#p06cad1910e)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p5c6bbed8b5)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_118">
     <path d="M 198 299.954717 
@@ -1331,7 +1331,7 @@ L 216 319.951698
 L 216 311.831082 
 L 199.636364 311.831082 
 z
-" clip-path="url(#pc04fbadc26)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p90e4cf4596)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_124">
     <path d="M 216 319.951698 
@@ -1339,7 +1339,7 @@ L 232.363636 319.951698
 L 232.363636 317.857703 
 L 216 317.857703 
 z
-" clip-path="url(#pc04fbadc26)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p90e4cf4596)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_125">
     <path d="M 198 318.261821 
@@ -1347,14 +1347,14 @@ L 198 317.453584
 L 234 317.453584 
 L 234 318.261821 
 z
-" clip-path="url(#pc04fbadc26)" style="fill: #ffe5cf"/>
+" clip-path="url(#p90e4cf4596)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_31"/>
    <g id="matplotlib.axis_32"/>
    <g id="line2d_16">
     <path d="M 198 317.908776 
 L 234 317.908776 
-" clip-path="url(#pc04fbadc26)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p90e4cf4596)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_126">
     <path d="M 198 319.951698 
@@ -1410,7 +1410,7 @@ L 216 339.948679
 L 216 331.828063 
 L 199.636364 331.828063 
 z
-" clip-path="url(#pb0e93cfbcc)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pd7461d610b)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_132">
     <path d="M 216 339.948679 
@@ -1418,7 +1418,7 @@ L 232.363636 339.948679
 L 232.363636 337.854684 
 L 216 337.854684 
 z
-" clip-path="url(#pb0e93cfbcc)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pd7461d610b)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_133">
     <path d="M 198 338.258802 
@@ -1426,14 +1426,14 @@ L 198 337.450566
 L 234 337.450566 
 L 234 338.258802 
 z
-" clip-path="url(#pb0e93cfbcc)" style="fill: #ffe5cf"/>
+" clip-path="url(#pd7461d610b)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_33"/>
    <g id="matplotlib.axis_34"/>
    <g id="line2d_17">
     <path d="M 198 337.905757 
 L 234 337.905757 
-" clip-path="url(#pb0e93cfbcc)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pd7461d610b)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_134">
     <path d="M 198 339.948679 
@@ -1489,7 +1489,7 @@ L 216 359.94566
 L 216 351.825044 
 L 199.636364 351.825044 
 z
-" clip-path="url(#p9d7b6a6bfe)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p7be09db45f)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_140">
     <path d="M 216 359.94566 
@@ -1497,7 +1497,7 @@ L 232.363636 359.94566
 L 232.363636 357.851665 
 L 216 357.851665 
 z
-" clip-path="url(#p9d7b6a6bfe)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p7be09db45f)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_141">
     <path d="M 198 358.255783 
@@ -1505,14 +1505,14 @@ L 198 357.447547
 L 234 357.447547 
 L 234 358.255783 
 z
-" clip-path="url(#p9d7b6a6bfe)" style="fill: #ffe5cf"/>
+" clip-path="url(#p7be09db45f)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_35"/>
    <g id="matplotlib.axis_36"/>
    <g id="line2d_18">
     <path d="M 198 357.902738 
 L 234 357.902738 
-" clip-path="url(#p9d7b6a6bfe)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p7be09db45f)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_142">
     <path d="M 198 359.94566 
@@ -1568,7 +1568,7 @@ L 216 379.942642
 L 216 371.796489 
 L 199.636364 371.796489 
 z
-" clip-path="url(#pec77f8a634)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p2f6f5f1ca8)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_148">
     <path d="M 216 379.942642 
@@ -1576,7 +1576,7 @@ L 232.363636 379.942642
 L 232.363636 377.874183 
 L 216 377.874183 
 z
-" clip-path="url(#pec77f8a634)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p2f6f5f1ca8)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_149">
     <path d="M 198 378.27646 
@@ -1584,14 +1584,14 @@ L 198 377.471905
 L 234 377.471905 
 L 234 378.27646 
 z
-" clip-path="url(#pec77f8a634)" style="fill: #ffe5cf"/>
+" clip-path="url(#p2f6f5f1ca8)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_37"/>
    <g id="matplotlib.axis_38"/>
    <g id="line2d_19">
     <path d="M 198 377.899719 
 L 234 377.899719 
-" clip-path="url(#pec77f8a634)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p2f6f5f1ca8)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_150">
     <path d="M 198 379.942642 
@@ -1647,7 +1647,7 @@ L 216 399.939623
 L 216 391.79347 
 L 199.636364 391.79347 
 z
-" clip-path="url(#p18aaca7672)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pb0ac5e4b27)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_156">
     <path d="M 216 399.939623 
@@ -1655,7 +1655,7 @@ L 232.363636 399.939623
 L 232.363636 397.871164 
 L 216 397.871164 
 z
-" clip-path="url(#p18aaca7672)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pb0ac5e4b27)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_157">
     <path d="M 198 398.273441 
@@ -1663,14 +1663,14 @@ L 198 397.468886
 L 234 397.468886 
 L 234 398.273441 
 z
-" clip-path="url(#p18aaca7672)" style="fill: #ffe5cf"/>
+" clip-path="url(#pb0ac5e4b27)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_39"/>
    <g id="matplotlib.axis_40"/>
    <g id="line2d_20">
     <path d="M 198 397.8967 
 L 234 397.8967 
-" clip-path="url(#p18aaca7672)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pb0ac5e4b27)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_158">
     <path d="M 198 399.939623 
@@ -1726,7 +1726,7 @@ L 216 419.936604
 L 216 411.790451 
 L 199.636364 411.790451 
 z
-" clip-path="url(#pc9bde747f3)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pdea3229450)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_164">
     <path d="M 216 419.936604 
@@ -1734,7 +1734,7 @@ L 232.363636 419.936604
 L 232.363636 417.868145 
 L 216 417.868145 
 z
-" clip-path="url(#pc9bde747f3)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pdea3229450)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_165">
     <path d="M 198 418.270422 
@@ -1742,14 +1742,14 @@ L 198 417.465867
 L 234 417.465867 
 L 234 418.270422 
 z
-" clip-path="url(#pc9bde747f3)" style="fill: #ffe5cf"/>
+" clip-path="url(#pdea3229450)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_41"/>
    <g id="matplotlib.axis_42"/>
    <g id="line2d_21">
     <path d="M 198 417.893681 
 L 234 417.893681 
-" clip-path="url(#pc9bde747f3)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pdea3229450)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_166">
     <path d="M 198 419.936604 
@@ -1805,7 +1805,7 @@ L 216 439.933585
 L 216 431.787432 
 L 199.636364 431.787432 
 z
-" clip-path="url(#pd5678b3265)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pe96916c833)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_172">
     <path d="M 216 439.933585 
@@ -1813,7 +1813,7 @@ L 232.363636 439.933585
 L 232.363636 437.865126 
 L 216 437.865126 
 z
-" clip-path="url(#pd5678b3265)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pe96916c833)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_173">
     <path d="M 198 438.267404 
@@ -1821,14 +1821,14 @@ L 198 437.462848
 L 234 437.462848 
 L 234 438.267404 
 z
-" clip-path="url(#pd5678b3265)" style="fill: #ffe5cf"/>
+" clip-path="url(#pe96916c833)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_43"/>
    <g id="matplotlib.axis_44"/>
    <g id="line2d_22">
     <path d="M 198 437.890663 
 L 234 437.890663 
-" clip-path="url(#pd5678b3265)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pe96916c833)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_174">
     <path d="M 198 439.933585 
@@ -1884,7 +1884,7 @@ L 216 459.930566
 L 216 451.784413 
 L 199.636364 451.784413 
 z
-" clip-path="url(#p2ee7f22e73)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pa7040d53c8)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_180">
     <path d="M 216 459.930566 
@@ -1892,7 +1892,7 @@ L 232.363636 459.930566
 L 232.363636 457.862107 
 L 216 457.862107 
 z
-" clip-path="url(#p2ee7f22e73)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pa7040d53c8)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_181">
     <path d="M 198 458.264385 
@@ -1900,14 +1900,14 @@ L 198 457.45983
 L 234 457.45983 
 L 234 458.264385 
 z
-" clip-path="url(#p2ee7f22e73)" style="fill: #ffe5cf"/>
+" clip-path="url(#pa7040d53c8)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_45"/>
    <g id="matplotlib.axis_46"/>
    <g id="line2d_23">
     <path d="M 198 457.887644 
 L 234 457.887644 
-" clip-path="url(#p2ee7f22e73)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pa7040d53c8)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_182">
     <path d="M 198 459.930566 
@@ -1963,7 +1963,7 @@ L 216 479.927547
 L 216 471.781394 
 L 199.636364 471.781394 
 z
-" clip-path="url(#pd84c42314e)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p22615f386d)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_188">
     <path d="M 216 479.927547 
@@ -1971,7 +1971,7 @@ L 232.363636 479.927547
 L 232.363636 477.859088 
 L 216 477.859088 
 z
-" clip-path="url(#pd84c42314e)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p22615f386d)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_189">
     <path d="M 198 478.261366 
@@ -1979,14 +1979,14 @@ L 198 477.456811
 L 234 477.456811 
 L 234 478.261366 
 z
-" clip-path="url(#pd84c42314e)" style="fill: #ffe5cf"/>
+" clip-path="url(#p22615f386d)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_47"/>
    <g id="matplotlib.axis_48"/>
    <g id="line2d_24">
     <path d="M 198 477.884625 
 L 234 477.884625 
-" clip-path="url(#pd84c42314e)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p22615f386d)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_190">
     <path d="M 198 479.927547 
@@ -2042,7 +2042,7 @@ L 216 499.924528
 L 216 491.752839 
 L 199.636364 491.752839 
 z
-" clip-path="url(#p18da17920f)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p79852eb8b5)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_196">
     <path d="M 216 499.924528 
@@ -2050,7 +2050,7 @@ L 232.363636 499.924528
 L 232.363636 497.881606 
 L 216 497.881606 
 z
-" clip-path="url(#p18da17920f)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p79852eb8b5)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_197">
     <path d="M 198 498.282019 
@@ -2058,14 +2058,14 @@ L 198 497.481193
 L 234 497.481193 
 L 234 498.282019 
 z
-" clip-path="url(#p18da17920f)" style="fill: #ffe5cf"/>
+" clip-path="url(#p79852eb8b5)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_49"/>
    <g id="matplotlib.axis_50"/>
    <g id="line2d_25">
     <path d="M 198 497.881606 
 L 234 497.881606 
-" clip-path="url(#p18da17920f)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p79852eb8b5)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_198">
     <path d="M 198 499.924528 
@@ -2121,7 +2121,7 @@ L 216 519.921509
 L 216 511.74982 
 L 199.636364 511.74982 
 z
-" clip-path="url(#p72faa85ee3)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pdd6c8aac57)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_204">
     <path d="M 216 519.921509 
@@ -2129,7 +2129,7 @@ L 232.363636 519.921509
 L 232.363636 517.878587 
 L 216 517.878587 
 z
-" clip-path="url(#p72faa85ee3)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pdd6c8aac57)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_205">
     <path d="M 198 518.279 
@@ -2137,14 +2137,14 @@ L 198 517.478174
 L 234 517.478174 
 L 234 518.279 
 z
-" clip-path="url(#p72faa85ee3)" style="fill: #ffe5cf"/>
+" clip-path="url(#pdd6c8aac57)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_51"/>
    <g id="matplotlib.axis_52"/>
    <g id="line2d_26">
     <path d="M 198 517.878587 
 L 234 517.878587 
-" clip-path="url(#p72faa85ee3)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pdd6c8aac57)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_206">
     <path d="M 198 519.921509 
@@ -2200,7 +2200,7 @@ L 216 539.918491
 L 216 531.746801 
 L 199.636364 531.746801 
 z
-" clip-path="url(#p51e326c00b)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p038d698801)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_212">
     <path d="M 216 539.918491 
@@ -2208,7 +2208,7 @@ L 232.363636 539.918491
 L 232.363636 537.875568 
 L 216 537.875568 
 z
-" clip-path="url(#p51e326c00b)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p038d698801)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_213">
     <path d="M 198 538.275981 
@@ -2216,14 +2216,14 @@ L 198 537.475155
 L 234 537.475155 
 L 234 538.275981 
 z
-" clip-path="url(#p51e326c00b)" style="fill: #ffe5cf"/>
+" clip-path="url(#p038d698801)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_53"/>
    <g id="matplotlib.axis_54"/>
    <g id="line2d_27">
     <path d="M 198 537.875568 
 L 234 537.875568 
-" clip-path="url(#p51e326c00b)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p038d698801)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_214">
     <path d="M 198 539.918491 
@@ -2279,7 +2279,7 @@ L 216 559.915472
 L 216 551.743782 
 L 199.636364 551.743782 
 z
-" clip-path="url(#pd1d2d06d0a)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p9bda99391d)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_220">
     <path d="M 216 559.915472 
@@ -2287,7 +2287,7 @@ L 232.363636 559.915472
 L 232.363636 557.872549 
 L 216 557.872549 
 z
-" clip-path="url(#pd1d2d06d0a)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p9bda99391d)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_221">
     <path d="M 198 558.272962 
@@ -2295,14 +2295,14 @@ L 198 557.472137
 L 234 557.472137 
 L 234 558.272962 
 z
-" clip-path="url(#pd1d2d06d0a)" style="fill: #ffe5cf"/>
+" clip-path="url(#p9bda99391d)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_55"/>
    <g id="matplotlib.axis_56"/>
    <g id="line2d_28">
     <path d="M 198 557.872549 
 L 234 557.872549 
-" clip-path="url(#pd1d2d06d0a)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p9bda99391d)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_222">
     <path d="M 198 559.915472 
@@ -2358,7 +2358,7 @@ L 216 579.912453
 L 216 571.740763 
 L 199.636364 571.740763 
 z
-" clip-path="url(#pbe683f7bf0)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pc77e1c91a6)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_228">
     <path d="M 216 579.912453 
@@ -2366,7 +2366,7 @@ L 232.363636 579.912453
 L 232.363636 577.86953 
 L 216 577.86953 
 z
-" clip-path="url(#pbe683f7bf0)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pc77e1c91a6)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_229">
     <path d="M 198 578.269943 
@@ -2374,14 +2374,14 @@ L 198 577.469118
 L 234 577.469118 
 L 234 578.269943 
 z
-" clip-path="url(#pbe683f7bf0)" style="fill: #ffe5cf"/>
+" clip-path="url(#pc77e1c91a6)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_57"/>
    <g id="matplotlib.axis_58"/>
    <g id="line2d_29">
     <path d="M 198 577.86953 
 L 234 577.86953 
-" clip-path="url(#pbe683f7bf0)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pc77e1c91a6)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_230">
     <path d="M 198 579.912453 
@@ -2437,7 +2437,7 @@ L 216 599.909434
 L 216 591.737744 
 L 199.636364 591.737744 
 z
-" clip-path="url(#pb090cd1d45)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pc4b9f7998d)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_236">
     <path d="M 216 599.909434 
@@ -2445,7 +2445,7 @@ L 232.363636 599.909434
 L 232.363636 597.866512 
 L 216 597.866512 
 z
-" clip-path="url(#pb090cd1d45)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pc4b9f7998d)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_237">
     <path d="M 198 598.266924 
@@ -2453,14 +2453,14 @@ L 198 597.466099
 L 234 597.466099 
 L 234 598.266924 
 z
-" clip-path="url(#pb090cd1d45)" style="fill: #ffe5cf"/>
+" clip-path="url(#pc4b9f7998d)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_59"/>
    <g id="matplotlib.axis_60"/>
    <g id="line2d_30">
     <path d="M 198 597.866512 
 L 234 597.866512 
-" clip-path="url(#pb090cd1d45)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pc4b9f7998d)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_238">
     <path d="M 198 599.909434 
@@ -2516,7 +2516,7 @@ L 216 619.906415
 L 216 611.734726 
 L 199.636364 611.734726 
 z
-" clip-path="url(#p3d9ca8d786)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p56dbf8ccc1)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_244">
     <path d="M 216 619.906415 
@@ -2524,7 +2524,7 @@ L 232.363636 619.906415
 L 232.363636 617.863493 
 L 216 617.863493 
 z
-" clip-path="url(#p3d9ca8d786)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p56dbf8ccc1)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_245">
     <path d="M 198 618.263906 
@@ -2532,14 +2532,14 @@ L 198 617.46308
 L 234 617.46308 
 L 234 618.263906 
 z
-" clip-path="url(#p3d9ca8d786)" style="fill: #ffe5cf"/>
+" clip-path="url(#p56dbf8ccc1)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_61"/>
    <g id="matplotlib.axis_62"/>
    <g id="line2d_31">
     <path d="M 198 617.863493 
 L 234 617.863493 
-" clip-path="url(#p3d9ca8d786)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p56dbf8ccc1)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_246">
     <path d="M 198 619.906415 
@@ -2595,7 +2595,7 @@ L 216 639.903396
 L 216 631.731707 
 L 199.636364 631.731707 
 z
-" clip-path="url(#p31b547e452)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pedc9737e1d)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_252">
     <path d="M 216 639.903396 
@@ -2603,7 +2603,7 @@ L 232.363636 639.903396
 L 232.363636 637.860474 
 L 216 637.860474 
 z
-" clip-path="url(#p31b547e452)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pedc9737e1d)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_253">
     <path d="M 198 638.260887 
@@ -2611,14 +2611,14 @@ L 198 637.460061
 L 234 637.460061 
 L 234 638.260887 
 z
-" clip-path="url(#p31b547e452)" style="fill: #ffe5cf"/>
+" clip-path="url(#pedc9737e1d)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_63"/>
    <g id="matplotlib.axis_64"/>
    <g id="line2d_32">
     <path d="M 198 637.860474 
 L 234 637.860474 
-" clip-path="url(#p31b547e452)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pedc9737e1d)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_254">
     <path d="M 198 639.903396 
@@ -2674,7 +2674,7 @@ L 216 659.900377
 L 216 651.703151 
 L 199.636364 651.703151 
 z
-" clip-path="url(#p503303bc38)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pfdc6efaa9b)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_260">
     <path d="M 216 659.900377 
@@ -2682,7 +2682,7 @@ L 232.363636 659.900377
 L 232.363636 657.882992 
 L 216 657.882992 
 z
-" clip-path="url(#p503303bc38)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pfdc6efaa9b)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_261">
     <path d="M 198 658.281515 
@@ -2690,14 +2690,14 @@ L 198 657.484468
 L 234 657.484468 
 L 234 658.281515 
 z
-" clip-path="url(#p503303bc38)" style="fill: #ffe5cf"/>
+" clip-path="url(#pfdc6efaa9b)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_65"/>
    <g id="matplotlib.axis_66"/>
    <g id="line2d_33">
     <path d="M 198 657.857455 
 L 234 657.857455 
-" clip-path="url(#p503303bc38)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pfdc6efaa9b)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_262">
     <path d="M 198 659.900377 
@@ -2745,7 +2745,7 @@ L 262.8 659.900377
 L 262.8 652.060663 
 L 246.436364 652.060663 
 z
-" clip-path="url(#p97e4d4dc64)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pe4e2416bfc)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_268">
     <path d="M 262.8 659.900377 
@@ -2753,7 +2753,7 @@ L 279.163636 659.900377
 L 279.163636 657.52548 
 L 262.8 657.52548 
 z
-" clip-path="url(#p97e4d4dc64)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pe4e2416bfc)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_269">
     <path d="M 244.8 657.948342 
@@ -2761,14 +2761,14 @@ L 244.8 657.102618
 L 280.8 657.102618 
 L 280.8 657.948342 
 z
-" clip-path="url(#p97e4d4dc64)" style="fill: #ffe5cf"/>
+" clip-path="url(#pe4e2416bfc)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_67"/>
    <g id="matplotlib.axis_68"/>
    <g id="line2d_34">
     <path d="M 244.8 657.857455 
 L 280.8 657.857455 
-" clip-path="url(#p97e4d4dc64)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pe4e2416bfc)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_270">
     <path d="M 244.8 659.900377 
@@ -2823,7 +2823,7 @@ L 216 679.897358
 L 216 671.700132 
 L 199.636364 671.700132 
 z
-" clip-path="url(#p26306735cd)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p5ca40225dc)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_276">
     <path d="M 216 679.897358 
@@ -2831,7 +2831,7 @@ L 232.363636 679.897358
 L 232.363636 677.879973 
 L 216 677.879973 
 z
-" clip-path="url(#p26306735cd)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p5ca40225dc)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_277">
     <path d="M 198 678.278496 
@@ -2839,14 +2839,14 @@ L 198 677.481449
 L 234 677.481449 
 L 234 678.278496 
 z
-" clip-path="url(#p26306735cd)" style="fill: #ffe5cf"/>
+" clip-path="url(#p5ca40225dc)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_69"/>
    <g id="matplotlib.axis_70"/>
    <g id="line2d_35">
     <path d="M 198 677.854436 
 L 234 677.854436 
-" clip-path="url(#p26306735cd)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p5ca40225dc)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_278">
     <path d="M 198 679.897358 
@@ -2894,7 +2894,7 @@ L 262.8 679.897358
 L 262.8 672.057644 
 L 246.436364 672.057644 
 z
-" clip-path="url(#p1227434726)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p3a07285eba)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_284">
     <path d="M 262.8 679.897358 
@@ -2902,7 +2902,7 @@ L 279.163636 679.897358
 L 279.163636 677.522461 
 L 262.8 677.522461 
 z
-" clip-path="url(#p1227434726)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p3a07285eba)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_285">
     <path d="M 244.8 677.945323 
@@ -2910,14 +2910,14 @@ L 244.8 677.099599
 L 280.8 677.099599 
 L 280.8 677.945323 
 z
-" clip-path="url(#p1227434726)" style="fill: #ffe5cf"/>
+" clip-path="url(#p3a07285eba)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_71"/>
    <g id="matplotlib.axis_72"/>
    <g id="line2d_36">
     <path d="M 244.8 677.854436 
 L 280.8 677.854436 
-" clip-path="url(#p1227434726)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p3a07285eba)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_286">
     <path d="M 244.8 679.897358 
@@ -2972,7 +2972,7 @@ L 216 699.89434
 L 216 691.697114 
 L 199.636364 691.697114 
 z
-" clip-path="url(#p73753c9961)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pddbb88fb66)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_292">
     <path d="M 216 699.89434 
@@ -2980,7 +2980,7 @@ L 232.363636 699.89434
 L 232.363636 697.876954 
 L 216 697.876954 
 z
-" clip-path="url(#p73753c9961)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pddbb88fb66)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_293">
     <path d="M 198 698.275477 
@@ -2988,14 +2988,14 @@ L 198 697.47843
 L 234 697.47843 
 L 234 698.275477 
 z
-" clip-path="url(#p73753c9961)" style="fill: #ffe5cf"/>
+" clip-path="url(#pddbb88fb66)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_73"/>
    <g id="matplotlib.axis_74"/>
    <g id="line2d_37">
     <path d="M 198 697.851417 
 L 234 697.851417 
-" clip-path="url(#p73753c9961)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pddbb88fb66)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_294">
     <path d="M 198 699.89434 
@@ -3043,7 +3043,7 @@ L 262.8 699.89434
 L 262.8 692.054625 
 L 246.436364 692.054625 
 z
-" clip-path="url(#p74625b9af8)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p2d9a363553)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_300">
     <path d="M 262.8 699.89434 
@@ -3051,7 +3051,7 @@ L 279.163636 699.89434
 L 279.163636 697.519442 
 L 262.8 697.519442 
 z
-" clip-path="url(#p74625b9af8)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p2d9a363553)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_301">
     <path d="M 244.8 697.942304 
@@ -3059,14 +3059,14 @@ L 244.8 697.09658
 L 280.8 697.09658 
 L 280.8 697.942304 
 z
-" clip-path="url(#p74625b9af8)" style="fill: #ffe5cf"/>
+" clip-path="url(#p2d9a363553)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_75"/>
    <g id="matplotlib.axis_76"/>
    <g id="line2d_38">
     <path d="M 244.8 697.851417 
 L 280.8 697.851417 
-" clip-path="url(#p74625b9af8)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p2d9a363553)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_302">
     <path d="M 244.8 699.89434 
@@ -3121,7 +3121,7 @@ L 216 719.891321
 L 216 711.694095 
 L 199.636364 711.694095 
 z
-" clip-path="url(#pa2008d50b5)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p1509343b87)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_308">
     <path d="M 216 719.891321 
@@ -3129,7 +3129,7 @@ L 232.363636 719.891321
 L 232.363636 717.873935 
 L 216 717.873935 
 z
-" clip-path="url(#pa2008d50b5)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p1509343b87)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_309">
     <path d="M 198 718.272458 
@@ -3137,14 +3137,14 @@ L 198 717.475411
 L 234 717.475411 
 L 234 718.272458 
 z
-" clip-path="url(#pa2008d50b5)" style="fill: #ffe5cf"/>
+" clip-path="url(#p1509343b87)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_77"/>
    <g id="matplotlib.axis_78"/>
    <g id="line2d_39">
     <path d="M 198 717.848398 
 L 234 717.848398 
-" clip-path="url(#pa2008d50b5)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p1509343b87)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_310">
     <path d="M 198 719.891321 
@@ -3192,7 +3192,7 @@ L 262.8 719.891321
 L 262.8 712.02607 
 L 246.436364 712.02607 
 z
-" clip-path="url(#p418d67ccb0)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pad718ae6f7)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_316">
     <path d="M 262.8 719.891321 
@@ -3200,7 +3200,7 @@ L 279.163636 719.891321
 L 279.163636 717.54196 
 L 262.8 717.54196 
 z
-" clip-path="url(#p418d67ccb0)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pad718ae6f7)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_317">
     <path d="M 244.8 717.963227 
@@ -3208,14 +3208,14 @@ L 244.8 717.120693
 L 280.8 717.120693 
 L 280.8 717.963227 
 z
-" clip-path="url(#p418d67ccb0)" style="fill: #ffe5cf"/>
+" clip-path="url(#pad718ae6f7)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_79"/>
    <g id="matplotlib.axis_80"/>
    <g id="line2d_40">
     <path d="M 244.8 717.848398 
 L 280.8 717.848398 
-" clip-path="url(#p418d67ccb0)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pad718ae6f7)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_318">
     <path d="M 244.8 719.891321 
@@ -3269,7 +3269,7 @@ L 169.2 739.888302
 L 169.2 731.58893 
 L 152.836364 731.58893 
 z
-" clip-path="url(#p02ad6ab5fa)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pec33160138)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_324">
     <path d="M 169.2 739.888302 
@@ -3277,7 +3277,7 @@ L 185.563636 739.888302
 L 185.563636 737.973062 
 L 169.2 737.973062 
 z
-" clip-path="url(#p02ad6ab5fa)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pec33160138)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_325">
     <path d="M 151.2 738.363777 
@@ -3285,14 +3285,14 @@ L 151.2 737.582347
 L 187.2 737.582347 
 L 187.2 738.363777 
 z
-" clip-path="url(#p02ad6ab5fa)" style="fill: #ffe5cf"/>
+" clip-path="url(#pec33160138)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_81"/>
    <g id="matplotlib.axis_82"/>
    <g id="line2d_41">
     <path d="M 151.2 737.84538 
 L 187.2 737.84538 
-" clip-path="url(#p02ad6ab5fa)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pec33160138)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_326">
     <path d="M 151.2 739.888302 
@@ -3340,7 +3340,7 @@ L 216 739.888302
 L 216 731.691076 
 L 199.636364 731.691076 
 z
-" clip-path="url(#p61aa95228b)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p969c5cfc83)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_332">
     <path d="M 216 739.888302 
@@ -3348,7 +3348,7 @@ L 232.363636 739.888302
 L 232.363636 737.870916 
 L 216 737.870916 
 z
-" clip-path="url(#p61aa95228b)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p969c5cfc83)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_333">
     <path d="M 198 738.26944 
@@ -3356,14 +3356,14 @@ L 198 737.472392
 L 234 737.472392 
 L 234 738.26944 
 z
-" clip-path="url(#p61aa95228b)" style="fill: #ffe5cf"/>
+" clip-path="url(#p969c5cfc83)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_83"/>
    <g id="matplotlib.axis_84"/>
    <g id="line2d_42">
     <path d="M 198 737.84538 
 L 234 737.84538 
-" clip-path="url(#p61aa95228b)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p969c5cfc83)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_334">
     <path d="M 198 739.888302 
@@ -3411,7 +3411,7 @@ L 262.8 739.888302
 L 262.8 732.023051 
 L 246.436364 732.023051 
 z
-" clip-path="url(#p9a3fff35da)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pec69356866)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_340">
     <path d="M 262.8 739.888302 
@@ -3419,7 +3419,7 @@ L 279.163636 739.888302
 L 279.163636 737.538941 
 L 262.8 737.538941 
 z
-" clip-path="url(#p9a3fff35da)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pec69356866)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_341">
     <path d="M 244.8 737.960208 
@@ -3427,14 +3427,14 @@ L 244.8 737.117674
 L 280.8 737.117674 
 L 280.8 737.960208 
 z
-" clip-path="url(#p9a3fff35da)" style="fill: #ffe5cf"/>
+" clip-path="url(#pec69356866)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_85"/>
    <g id="matplotlib.axis_86"/>
    <g id="line2d_43">
     <path d="M 244.8 737.84538 
 L 280.8 737.84538 
-" clip-path="url(#p9a3fff35da)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pec69356866)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_342">
     <path d="M 244.8 739.888302 
@@ -3488,7 +3488,7 @@ L 169.2 759.885283
 L 169.2 751.585911 
 L 152.836364 751.585911 
 z
-" clip-path="url(#p3c1ed9a657)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p62010398b4)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_348">
     <path d="M 169.2 759.885283 
@@ -3496,7 +3496,7 @@ L 185.563636 759.885283
 L 185.563636 757.970043 
 L 169.2 757.970043 
 z
-" clip-path="url(#p3c1ed9a657)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p62010398b4)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_349">
     <path d="M 151.2 758.360758 
@@ -3504,14 +3504,14 @@ L 151.2 757.579328
 L 187.2 757.579328 
 L 187.2 758.360758 
 z
-" clip-path="url(#p3c1ed9a657)" style="fill: #ffe5cf"/>
+" clip-path="url(#p62010398b4)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_87"/>
    <g id="matplotlib.axis_88"/>
    <g id="line2d_44">
     <path d="M 151.2 757.842361 
 L 187.2 757.842361 
-" clip-path="url(#p3c1ed9a657)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p62010398b4)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_350">
     <path d="M 151.2 759.885283 
@@ -3559,7 +3559,7 @@ L 216 759.885283
 L 216 751.66252 
 L 199.636364 751.66252 
 z
-" clip-path="url(#pfe4bca0e23)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p3996812493)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_356">
     <path d="M 216 759.885283 
@@ -3567,7 +3567,7 @@ L 232.363636 759.885283
 L 232.363636 757.893434 
 L 216 757.893434 
 z
-" clip-path="url(#pfe4bca0e23)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p3996812493)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_357">
     <path d="M 198 758.290043 
@@ -3575,14 +3575,14 @@ L 198 757.496824
 L 234 757.496824 
 L 234 758.290043 
 z
-" clip-path="url(#pfe4bca0e23)" style="fill: #ffe5cf"/>
+" clip-path="url(#p3996812493)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_89"/>
    <g id="matplotlib.axis_90"/>
    <g id="line2d_45">
     <path d="M 198 757.842361 
 L 234 757.842361 
-" clip-path="url(#pfe4bca0e23)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p3996812493)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_358">
     <path d="M 198 759.885283 
@@ -3630,7 +3630,7 @@ L 262.8 759.885283
 L 262.8 752.020032 
 L 246.436364 752.020032 
 z
-" clip-path="url(#p7a9859f4e6)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p72603c7bcb)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_364">
     <path d="M 262.8 759.885283 
@@ -3638,7 +3638,7 @@ L 279.163636 759.885283
 L 279.163636 757.535922 
 L 262.8 757.535922 
 z
-" clip-path="url(#p7a9859f4e6)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p72603c7bcb)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_365">
     <path d="M 244.8 757.957189 
@@ -3646,14 +3646,14 @@ L 244.8 757.114656
 L 280.8 757.114656 
 L 280.8 757.957189 
 z
-" clip-path="url(#p7a9859f4e6)" style="fill: #ffe5cf"/>
+" clip-path="url(#p72603c7bcb)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_91"/>
    <g id="matplotlib.axis_92"/>
    <g id="line2d_46">
     <path d="M 244.8 757.842361 
 L 280.8 757.842361 
-" clip-path="url(#p7a9859f4e6)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p72603c7bcb)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_366">
     <path d="M 244.8 759.885283 
@@ -3707,7 +3707,7 @@ L 169.2 779.882264
 L 169.2 771.582892 
 L 152.836364 771.582892 
 z
-" clip-path="url(#p0c86746dd2)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p42235fdc64)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_372">
     <path d="M 169.2 779.882264 
@@ -3715,7 +3715,7 @@ L 185.563636 779.882264
 L 185.563636 777.967024 
 L 169.2 777.967024 
 z
-" clip-path="url(#p0c86746dd2)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p42235fdc64)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_373">
     <path d="M 151.2 778.35774 
@@ -3723,14 +3723,14 @@ L 151.2 777.576309
 L 187.2 777.576309 
 L 187.2 778.35774 
 z
-" clip-path="url(#p0c86746dd2)" style="fill: #ffe5cf"/>
+" clip-path="url(#p42235fdc64)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_93"/>
    <g id="matplotlib.axis_94"/>
    <g id="line2d_47">
     <path d="M 151.2 777.839342 
 L 187.2 777.839342 
-" clip-path="url(#p0c86746dd2)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p42235fdc64)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_374">
     <path d="M 151.2 779.882264 
@@ -3778,7 +3778,7 @@ L 216 779.882264
 L 216 771.659502 
 L 199.636364 771.659502 
 z
-" clip-path="url(#pd6ca2e260f)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p7ff3723fa0)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_380">
     <path d="M 216 779.882264 
@@ -3786,7 +3786,7 @@ L 232.363636 779.882264
 L 232.363636 777.890415 
 L 216 777.890415 
 z
-" clip-path="url(#pd6ca2e260f)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p7ff3723fa0)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_381">
     <path d="M 198 778.287024 
@@ -3794,14 +3794,14 @@ L 198 777.493805
 L 234 777.493805 
 L 234 778.287024 
 z
-" clip-path="url(#pd6ca2e260f)" style="fill: #ffe5cf"/>
+" clip-path="url(#p7ff3723fa0)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_95"/>
    <g id="matplotlib.axis_96"/>
    <g id="line2d_48">
     <path d="M 198 777.839342 
 L 234 777.839342 
-" clip-path="url(#pd6ca2e260f)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p7ff3723fa0)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_382">
     <path d="M 198 779.882264 
@@ -3849,7 +3849,7 @@ L 262.8 779.882264
 L 262.8 771.991477 
 L 246.436364 771.991477 
 z
-" clip-path="url(#p1be757f8e1)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p44141dc310)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_388">
     <path d="M 262.8 779.882264 
@@ -3857,7 +3857,7 @@ L 279.163636 779.882264
 L 279.163636 777.55844 
 L 262.8 777.55844 
 z
-" clip-path="url(#p1be757f8e1)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p44141dc310)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_389">
     <path d="M 244.8 777.978091 
@@ -3865,14 +3865,14 @@ L 244.8 777.138789
 L 280.8 777.138789 
 L 280.8 777.978091 
 z
-" clip-path="url(#p1be757f8e1)" style="fill: #ffe5cf"/>
+" clip-path="url(#p44141dc310)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_97"/>
    <g id="matplotlib.axis_98"/>
    <g id="line2d_49">
     <path d="M 244.8 777.839342 
 L 280.8 777.839342 
-" clip-path="url(#p1be757f8e1)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p44141dc310)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_390">
     <path d="M 244.8 779.882264 
@@ -3926,7 +3926,7 @@ L 169.2 799.879245
 L 169.2 791.5288 
 L 152.836364 791.5288 
 z
-" clip-path="url(#p771479d25b)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p99e0ab9f3b)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_396">
     <path d="M 169.2 799.879245 
@@ -3934,7 +3934,7 @@ L 185.563636 799.879245
 L 185.563636 798.015079 
 L 169.2 798.015079 
 z
-" clip-path="url(#p771479d25b)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p99e0ab9f3b)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_397">
     <path d="M 151.2 798.401733 
@@ -3942,14 +3942,14 @@ L 151.2 797.628424
 L 187.2 797.628424 
 L 187.2 798.401733 
 z
-" clip-path="url(#p771479d25b)" style="fill: #ffe5cf"/>
+" clip-path="url(#p99e0ab9f3b)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_99"/>
    <g id="matplotlib.axis_100"/>
    <g id="line2d_50">
     <path d="M 151.2 797.836323 
 L 187.2 797.836323 
-" clip-path="url(#p771479d25b)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p99e0ab9f3b)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_398">
     <path d="M 151.2 799.879245 
@@ -3997,7 +3997,7 @@ L 216 799.879245
 L 216 791.656483 
 L 199.636364 791.656483 
 z
-" clip-path="url(#p2c8334b231)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p885dfafd75)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_404">
     <path d="M 216 799.879245 
@@ -4005,7 +4005,7 @@ L 232.363636 799.879245
 L 232.363636 797.887396 
 L 216 797.887396 
 z
-" clip-path="url(#p2c8334b231)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p885dfafd75)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_405">
     <path d="M 198 798.284006 
@@ -4013,14 +4013,14 @@ L 198 797.490786
 L 234 797.490786 
 L 234 798.284006 
 z
-" clip-path="url(#p2c8334b231)" style="fill: #ffe5cf"/>
+" clip-path="url(#p885dfafd75)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_101"/>
    <g id="matplotlib.axis_102"/>
    <g id="line2d_51">
     <path d="M 198 797.836323 
 L 234 797.836323 
-" clip-path="url(#p2c8334b231)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p885dfafd75)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_406">
     <path d="M 198 799.879245 
@@ -4068,7 +4068,7 @@ L 262.8 799.879245
 L 262.8 791.988458 
 L 246.436364 791.988458 
 z
-" clip-path="url(#p6425c5f0f3)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p2cebd5ac7f)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_412">
     <path d="M 262.8 799.879245 
@@ -4076,7 +4076,7 @@ L 279.163636 799.879245
 L 279.163636 797.555421 
 L 262.8 797.555421 
 z
-" clip-path="url(#p6425c5f0f3)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p2cebd5ac7f)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_413">
     <path d="M 244.8 797.975072 
@@ -4084,14 +4084,14 @@ L 244.8 797.13577
 L 280.8 797.13577 
 L 280.8 797.975072 
 z
-" clip-path="url(#p6425c5f0f3)" style="fill: #ffe5cf"/>
+" clip-path="url(#p2cebd5ac7f)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_103"/>
    <g id="matplotlib.axis_104"/>
    <g id="line2d_52">
     <path d="M 244.8 797.836323 
 L 280.8 797.836323 
-" clip-path="url(#p6425c5f0f3)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p2cebd5ac7f)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_414">
     <path d="M 244.8 799.879245 
@@ -4145,7 +4145,7 @@ L 169.2 819.876226
 L 169.2 811.525781 
 L 152.836364 811.525781 
 z
-" clip-path="url(#pf4a6609aca)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p359196b1bb)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_420">
     <path d="M 169.2 819.876226 
@@ -4153,7 +4153,7 @@ L 185.563636 819.876226
 L 185.563636 818.01206 
 L 169.2 818.01206 
 z
-" clip-path="url(#pf4a6609aca)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p359196b1bb)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_421">
     <path d="M 151.2 818.398714 
@@ -4161,14 +4161,14 @@ L 151.2 817.625405
 L 187.2 817.625405 
 L 187.2 818.398714 
 z
-" clip-path="url(#pf4a6609aca)" style="fill: #ffe5cf"/>
+" clip-path="url(#p359196b1bb)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_105"/>
    <g id="matplotlib.axis_106"/>
    <g id="line2d_53">
     <path d="M 151.2 817.833304 
 L 187.2 817.833304 
-" clip-path="url(#pf4a6609aca)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p359196b1bb)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_422">
     <path d="M 151.2 819.876226 
@@ -4216,7 +4216,7 @@ L 216 819.876226
 L 216 811.653464 
 L 199.636364 811.653464 
 z
-" clip-path="url(#p290acb7529)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pf92907c4fe)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_428">
     <path d="M 216 819.876226 
@@ -4224,7 +4224,7 @@ L 232.363636 819.876226
 L 232.363636 817.884377 
 L 216 817.884377 
 z
-" clip-path="url(#p290acb7529)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pf92907c4fe)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_429">
     <path d="M 198 818.280987 
@@ -4232,14 +4232,14 @@ L 198 817.487768
 L 234 817.487768 
 L 234 818.280987 
 z
-" clip-path="url(#p290acb7529)" style="fill: #ffe5cf"/>
+" clip-path="url(#pf92907c4fe)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_107"/>
    <g id="matplotlib.axis_108"/>
    <g id="line2d_54">
     <path d="M 198 817.833304 
 L 234 817.833304 
-" clip-path="url(#p290acb7529)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pf92907c4fe)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_430">
     <path d="M 198 819.876226 
@@ -4287,7 +4287,7 @@ L 262.8 819.876226
 L 262.8 811.959902 
 L 246.436364 811.959902 
 z
-" clip-path="url(#p9bd6b3b42a)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pe1547b791f)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_436">
     <path d="M 262.8 819.876226 
@@ -4295,7 +4295,7 @@ L 279.163636 819.876226
 L 279.163636 817.577939 
 L 262.8 817.577939 
 z
-" clip-path="url(#p9bd6b3b42a)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pe1547b791f)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_437">
     <path d="M 244.8 817.995952 
@@ -4303,14 +4303,14 @@ L 244.8 817.159925
 L 280.8 817.159925 
 L 280.8 817.995952 
 z
-" clip-path="url(#p9bd6b3b42a)" style="fill: #ffe5cf"/>
+" clip-path="url(#pe1547b791f)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_109"/>
    <g id="matplotlib.axis_110"/>
    <g id="line2d_55">
     <path d="M 244.8 817.833304 
 L 280.8 817.833304 
-" clip-path="url(#p9bd6b3b42a)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pe1547b791f)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_438">
     <path d="M 244.8 819.876226 
@@ -4364,7 +4364,7 @@ L 169.2 839.873208
 L 169.2 831.522762 
 L 152.836364 831.522762 
 z
-" clip-path="url(#pba9ae4d320)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pf404dc17e7)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_444">
     <path d="M 169.2 839.873208 
@@ -4372,7 +4372,7 @@ L 185.563636 839.873208
 L 185.563636 838.009041 
 L 169.2 838.009041 
 z
-" clip-path="url(#pba9ae4d320)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pf404dc17e7)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_445">
     <path d="M 151.2 838.395696 
@@ -4380,14 +4380,14 @@ L 151.2 837.622386
 L 187.2 837.622386 
 L 187.2 838.395696 
 z
-" clip-path="url(#pba9ae4d320)" style="fill: #ffe5cf"/>
+" clip-path="url(#pf404dc17e7)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_111"/>
    <g id="matplotlib.axis_112"/>
    <g id="line2d_56">
     <path d="M 151.2 837.830285 
 L 187.2 837.830285 
-" clip-path="url(#pba9ae4d320)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pf404dc17e7)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_446">
     <path d="M 151.2 839.873208 
@@ -4435,7 +4435,7 @@ L 216 839.873208
 L 216 831.650445 
 L 199.636364 831.650445 
 z
-" clip-path="url(#p4d74c69f94)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p01c3bb26f2)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_452">
     <path d="M 216 839.873208 
@@ -4443,7 +4443,7 @@ L 232.363636 839.873208
 L 232.363636 837.881358 
 L 216 837.881358 
 z
-" clip-path="url(#p4d74c69f94)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p01c3bb26f2)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_453">
     <path d="M 198 838.277968 
@@ -4451,14 +4451,14 @@ L 198 837.484749
 L 234 837.484749 
 L 234 838.277968 
 z
-" clip-path="url(#p4d74c69f94)" style="fill: #ffe5cf"/>
+" clip-path="url(#p01c3bb26f2)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_113"/>
    <g id="matplotlib.axis_114"/>
    <g id="line2d_57">
     <path d="M 198 837.830285 
 L 234 837.830285 
-" clip-path="url(#p4d74c69f94)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p01c3bb26f2)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_454">
     <path d="M 198 839.873208 
@@ -4506,7 +4506,7 @@ L 262.8 839.873208
 L 262.8 831.956883 
 L 246.436364 831.956883 
 z
-" clip-path="url(#pc07624f3d7)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p42f5709097)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_460">
     <path d="M 262.8 839.873208 
@@ -4514,7 +4514,7 @@ L 279.163636 839.873208
 L 279.163636 837.57492 
 L 262.8 837.57492 
 z
-" clip-path="url(#pc07624f3d7)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p42f5709097)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_461">
     <path d="M 244.8 837.992933 
@@ -4522,14 +4522,14 @@ L 244.8 837.156907
 L 280.8 837.156907 
 L 280.8 837.992933 
 z
-" clip-path="url(#pc07624f3d7)" style="fill: #ffe5cf"/>
+" clip-path="url(#p42f5709097)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_115"/>
    <g id="matplotlib.axis_116"/>
    <g id="line2d_58">
     <path d="M 244.8 837.830285 
 L 280.8 837.830285 
-" clip-path="url(#pc07624f3d7)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p42f5709097)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_462">
     <path d="M 244.8 839.873208 
@@ -4583,7 +4583,7 @@ L 169.2 859.870189
 L 169.2 851.519744 
 L 152.836364 851.519744 
 z
-" clip-path="url(#pb0cf652734)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pdbfc06ddd5)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_468">
     <path d="M 169.2 859.870189 
@@ -4591,7 +4591,7 @@ L 185.563636 859.870189
 L 185.563636 858.006022 
 L 169.2 858.006022 
 z
-" clip-path="url(#pb0cf652734)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pdbfc06ddd5)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_469">
     <path d="M 151.2 858.392677 
@@ -4599,14 +4599,14 @@ L 151.2 857.619367
 L 187.2 857.619367 
 L 187.2 858.392677 
 z
-" clip-path="url(#pb0cf652734)" style="fill: #ffe5cf"/>
+" clip-path="url(#pdbfc06ddd5)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_117"/>
    <g id="matplotlib.axis_118"/>
    <g id="line2d_59">
     <path d="M 151.2 857.827266 
 L 187.2 857.827266 
-" clip-path="url(#pb0cf652734)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pdbfc06ddd5)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_470">
     <path d="M 151.2 859.870189 
@@ -4654,7 +4654,7 @@ L 216 859.870189
 L 216 851.647426 
 L 199.636364 851.647426 
 z
-" clip-path="url(#p4f1dba5752)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p3b9c655c64)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_476">
     <path d="M 216 859.870189 
@@ -4662,7 +4662,7 @@ L 232.363636 859.870189
 L 232.363636 857.878339 
 L 216 857.878339 
 z
-" clip-path="url(#p4f1dba5752)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p3b9c655c64)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_477">
     <path d="M 198 858.274949 
@@ -4670,14 +4670,14 @@ L 198 857.48173
 L 234 857.48173 
 L 234 858.274949 
 z
-" clip-path="url(#p4f1dba5752)" style="fill: #ffe5cf"/>
+" clip-path="url(#p3b9c655c64)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_119"/>
    <g id="matplotlib.axis_120"/>
    <g id="line2d_60">
     <path d="M 198 857.827266 
 L 234 857.827266 
-" clip-path="url(#p4f1dba5752)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p3b9c655c64)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_478">
     <path d="M 198 859.870189 
@@ -4725,7 +4725,7 @@ L 262.8 859.870189
 L 262.8 851.928328 
 L 246.436364 851.928328 
 z
-" clip-path="url(#p5f559c652a)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p9760bd152c)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_484">
     <path d="M 262.8 859.870189 
@@ -4733,7 +4733,7 @@ L 279.163636 859.870189
 L 279.163636 857.597438 
 L 262.8 857.597438 
 z
-" clip-path="url(#p5f559c652a)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p9760bd152c)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_485">
     <path d="M 244.8 858.013792 
@@ -4741,14 +4741,14 @@ L 244.8 857.181083
 L 280.8 857.181083 
 L 280.8 858.013792 
 z
-" clip-path="url(#p5f559c652a)" style="fill: #ffe5cf"/>
+" clip-path="url(#p9760bd152c)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_121"/>
    <g id="matplotlib.axis_122"/>
    <g id="line2d_61">
     <path d="M 244.8 857.827266 
 L 280.8 857.827266 
-" clip-path="url(#p5f559c652a)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p9760bd152c)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_486">
     <path d="M 244.8 859.870189 
@@ -4802,7 +4802,7 @@ L 169.2 879.86717
 L 169.2 871.491188 
 L 152.836364 871.491188 
 z
-" clip-path="url(#p235fbd6200)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p71570c511b)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_492">
     <path d="M 169.2 879.86717 
@@ -4810,7 +4810,7 @@ L 185.563636 879.86717
 L 185.563636 878.02854 
 L 169.2 878.02854 
 z
-" clip-path="url(#p235fbd6200)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p71570c511b)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_493">
     <path d="M 151.2 878.413124 
@@ -4818,14 +4818,14 @@ L 151.2 877.643956
 L 187.2 877.643956 
 L 187.2 878.413124 
 z
-" clip-path="url(#p235fbd6200)" style="fill: #ffe5cf"/>
+" clip-path="url(#p71570c511b)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_123"/>
    <g id="matplotlib.axis_124"/>
    <g id="line2d_62">
     <path d="M 151.2 877.824247 
 L 187.2 877.824247 
-" clip-path="url(#p235fbd6200)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p71570c511b)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_494">
     <path d="M 151.2 879.86717 
@@ -4873,7 +4873,7 @@ L 216 879.86717
 L 216 871.644407 
 L 199.636364 871.644407 
 z
-" clip-path="url(#pfac5f7e6a4)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p7b9cb4dae6)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_500">
     <path d="M 216 879.86717 
@@ -4881,7 +4881,7 @@ L 232.363636 879.86717
 L 232.363636 877.875321 
 L 216 877.875321 
 z
-" clip-path="url(#pfac5f7e6a4)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p7b9cb4dae6)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_501">
     <path d="M 198 878.27193 
@@ -4889,14 +4889,14 @@ L 198 877.478711
 L 234 877.478711 
 L 234 878.27193 
 z
-" clip-path="url(#pfac5f7e6a4)" style="fill: #ffe5cf"/>
+" clip-path="url(#p7b9cb4dae6)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_125"/>
    <g id="matplotlib.axis_126"/>
    <g id="line2d_63">
     <path d="M 198 877.824247 
 L 234 877.824247 
-" clip-path="url(#pfac5f7e6a4)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p7b9cb4dae6)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_502">
     <path d="M 198 879.86717 
@@ -4944,7 +4944,7 @@ L 262.8 879.86717
 L 262.8 871.925309 
 L 246.436364 871.925309 
 z
-" clip-path="url(#p5d06d220dc)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p341a834e0c)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_508">
     <path d="M 262.8 879.86717 
@@ -4952,7 +4952,7 @@ L 279.163636 879.86717
 L 279.163636 877.594419 
 L 262.8 877.594419 
 z
-" clip-path="url(#p5d06d220dc)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p341a834e0c)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_509">
     <path d="M 244.8 878.010773 
@@ -4960,14 +4960,14 @@ L 244.8 877.178064
 L 280.8 877.178064 
 L 280.8 878.010773 
 z
-" clip-path="url(#p5d06d220dc)" style="fill: #ffe5cf"/>
+" clip-path="url(#p341a834e0c)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_127"/>
    <g id="matplotlib.axis_128"/>
    <g id="line2d_64">
     <path d="M 244.8 877.824247 
 L 280.8 877.824247 
-" clip-path="url(#p5d06d220dc)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p341a834e0c)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_510">
     <path d="M 244.8 879.86717 
@@ -5021,7 +5021,7 @@ L 169.2 899.864151
 L 169.2 891.462633 
 L 152.836364 891.462633 
 z
-" clip-path="url(#p837a687065)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pef69a64fb9)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_516">
     <path d="M 169.2 899.864151 
@@ -5029,7 +5029,7 @@ L 185.563636 899.864151
 L 185.563636 898.051057 
 L 169.2 898.051057 
 z
-" clip-path="url(#p837a687065)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pef69a64fb9)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_517">
     <path d="M 151.2 898.433543 
@@ -5037,14 +5037,14 @@ L 151.2 897.668572
 L 187.2 897.668572 
 L 187.2 898.433543 
 z
-" clip-path="url(#p837a687065)" style="fill: #ffe5cf"/>
+" clip-path="url(#pef69a64fb9)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_129"/>
    <g id="matplotlib.axis_130"/>
    <g id="line2d_65">
     <path d="M 151.2 897.821229 
 L 187.2 897.821229 
-" clip-path="url(#p837a687065)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pef69a64fb9)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_518">
     <path d="M 151.2 899.864151 
@@ -5092,7 +5092,7 @@ L 216 899.864151
 L 216 891.615852 
 L 199.636364 891.615852 
 z
-" clip-path="url(#pbd996b9251)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p10cf751330)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_524">
     <path d="M 216 899.864151 
@@ -5100,7 +5100,7 @@ L 232.363636 899.864151
 L 232.363636 897.897838 
 L 216 897.897838 
 z
-" clip-path="url(#pbd996b9251)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p10cf751330)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_525">
     <path d="M 198 898.292509 
@@ -5108,14 +5108,14 @@ L 198 897.503168
 L 234 897.503168 
 L 234 898.292509 
 z
-" clip-path="url(#pbd996b9251)" style="fill: #ffe5cf"/>
+" clip-path="url(#p10cf751330)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_131"/>
    <g id="matplotlib.axis_132"/>
    <g id="line2d_66">
     <path d="M 198 897.821229 
 L 234 897.821229 
-" clip-path="url(#pbd996b9251)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p10cf751330)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_526">
     <path d="M 198 899.864151 
@@ -5163,7 +5163,7 @@ L 262.8 899.864151
 L 262.8 891.92229 
 L 246.436364 891.92229 
 z
-" clip-path="url(#p2c915555e6)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p663d8a364d)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_532">
     <path d="M 262.8 899.864151 
@@ -5171,7 +5171,7 @@ L 279.163636 899.864151
 L 279.163636 897.5914 
 L 262.8 897.5914 
 z
-" clip-path="url(#p2c915555e6)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p663d8a364d)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_533">
     <path d="M 244.8 898.007754 
@@ -5179,14 +5179,14 @@ L 244.8 897.175045
 L 280.8 897.175045 
 L 280.8 898.007754 
 z
-" clip-path="url(#p2c915555e6)" style="fill: #ffe5cf"/>
+" clip-path="url(#p663d8a364d)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_133"/>
    <g id="matplotlib.axis_134"/>
    <g id="line2d_67">
     <path d="M 244.8 897.821229 
 L 280.8 897.821229 
-" clip-path="url(#p2c915555e6)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p663d8a364d)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_534">
     <path d="M 244.8 899.864151 
@@ -5240,7 +5240,7 @@ L 169.2 919.861132
 L 169.2 911.459614 
 L 152.836364 911.459614 
 z
-" clip-path="url(#p24670565af)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pa6463112c0)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_540">
     <path d="M 169.2 919.861132 
@@ -5248,7 +5248,7 @@ L 185.563636 919.861132
 L 185.563636 918.048038 
 L 169.2 918.048038 
 z
-" clip-path="url(#p24670565af)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pa6463112c0)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_541">
     <path d="M 151.2 918.430524 
@@ -5256,14 +5256,14 @@ L 151.2 917.665553
 L 187.2 917.665553 
 L 187.2 918.430524 
 z
-" clip-path="url(#p24670565af)" style="fill: #ffe5cf"/>
+" clip-path="url(#pa6463112c0)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_135"/>
    <g id="matplotlib.axis_136"/>
    <g id="line2d_68">
     <path d="M 151.2 917.81821 
 L 187.2 917.81821 
-" clip-path="url(#p24670565af)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pa6463112c0)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_542">
     <path d="M 151.2 919.861132 
@@ -5311,7 +5311,7 @@ L 216 919.861132
 L 216 911.612833 
 L 199.636364 911.612833 
 z
-" clip-path="url(#p96614f5e5c)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p6fa071bed8)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_548">
     <path d="M 216 919.861132 
@@ -5319,7 +5319,7 @@ L 232.363636 919.861132
 L 232.363636 917.894819 
 L 216 917.894819 
 z
-" clip-path="url(#p96614f5e5c)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p6fa071bed8)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_549">
     <path d="M 198 918.28949 
@@ -5327,14 +5327,14 @@ L 198 917.500149
 L 234 917.500149 
 L 234 918.28949 
 z
-" clip-path="url(#p96614f5e5c)" style="fill: #ffe5cf"/>
+" clip-path="url(#p6fa071bed8)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_137"/>
    <g id="matplotlib.axis_138"/>
    <g id="line2d_69">
     <path d="M 198 917.81821 
 L 234 917.81821 
-" clip-path="url(#p96614f5e5c)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p6fa071bed8)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_550">
     <path d="M 198 919.861132 
@@ -5382,7 +5382,7 @@ L 262.8 919.861132
 L 262.8 911.919271 
 L 246.436364 911.919271 
 z
-" clip-path="url(#pbb541e067c)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p2bd73852dd)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_556">
     <path d="M 262.8 919.861132 
@@ -5390,7 +5390,7 @@ L 279.163636 919.861132
 L 279.163636 917.588381 
 L 262.8 917.588381 
 z
-" clip-path="url(#pbb541e067c)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p2bd73852dd)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_557">
     <path d="M 244.8 918.004735 
@@ -5398,14 +5398,14 @@ L 244.8 917.172027
 L 280.8 917.172027 
 L 280.8 918.004735 
 z
-" clip-path="url(#pbb541e067c)" style="fill: #ffe5cf"/>
+" clip-path="url(#p2bd73852dd)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_139"/>
    <g id="matplotlib.axis_140"/>
    <g id="line2d_70">
     <path d="M 244.8 917.81821 
 L 280.8 917.81821 
-" clip-path="url(#pbb541e067c)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p2bd73852dd)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_558">
     <path d="M 244.8 919.861132 
@@ -5459,7 +5459,7 @@ L 169.2 939.858113
 L 169.2 931.456595 
 L 152.836364 931.456595 
 z
-" clip-path="url(#p5bd22bc104)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pd20498774b)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_564">
     <path d="M 169.2 939.858113 
@@ -5467,7 +5467,7 @@ L 185.563636 939.858113
 L 185.563636 938.04502 
 L 169.2 938.04502 
 z
-" clip-path="url(#p5bd22bc104)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pd20498774b)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_565">
     <path d="M 151.2 938.427505 
@@ -5475,14 +5475,14 @@ L 151.2 937.662534
 L 187.2 937.662534 
 L 187.2 938.427505 
 z
-" clip-path="url(#p5bd22bc104)" style="fill: #ffe5cf"/>
+" clip-path="url(#pd20498774b)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_141"/>
    <g id="matplotlib.axis_142"/>
    <g id="line2d_71">
     <path d="M 151.2 937.815191 
 L 187.2 937.815191 
-" clip-path="url(#p5bd22bc104)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pd20498774b)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_566">
     <path d="M 151.2 939.858113 
@@ -5530,7 +5530,7 @@ L 216 939.858113
 L 216 931.584278 
 L 199.636364 931.584278 
 z
-" clip-path="url(#pcd6db37747)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p1c9c0d1143)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_572">
     <path d="M 216 939.858113 
@@ -5538,7 +5538,7 @@ L 232.363636 939.858113
 L 232.363636 937.917337 
 L 216 937.917337 
 z
-" clip-path="url(#pcd6db37747)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p1c9c0d1143)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_573">
     <path d="M 198 938.310043 
@@ -5546,14 +5546,14 @@ L 198 937.524631
 L 234 937.524631 
 L 234 938.310043 
 z
-" clip-path="url(#pcd6db37747)" style="fill: #ffe5cf"/>
+" clip-path="url(#p1c9c0d1143)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_143"/>
    <g id="matplotlib.axis_144"/>
    <g id="line2d_72">
     <path d="M 198 937.815191 
 L 234 937.815191 
-" clip-path="url(#pcd6db37747)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p1c9c0d1143)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_574">
     <path d="M 198 939.858113 
@@ -5601,7 +5601,7 @@ L 262.8 939.858113
 L 262.8 931.890716 
 L 246.436364 931.890716 
 z
-" clip-path="url(#pdecc2fa0fe)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p9e39929c4f)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_580">
     <path d="M 262.8 939.858113 
@@ -5609,7 +5609,7 @@ L 279.163636 939.858113
 L 279.163636 937.610899 
 L 262.8 937.610899 
 z
-" clip-path="url(#pdecc2fa0fe)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p9e39929c4f)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_581">
     <path d="M 244.8 938.025572 
@@ -5617,14 +5617,14 @@ L 244.8 937.196225
 L 280.8 937.196225 
 L 280.8 938.025572 
 z
-" clip-path="url(#pdecc2fa0fe)" style="fill: #ffe5cf"/>
+" clip-path="url(#p9e39929c4f)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_145"/>
    <g id="matplotlib.axis_146"/>
    <g id="line2d_73">
     <path d="M 244.8 937.815191 
 L 280.8 937.815191 
-" clip-path="url(#pdecc2fa0fe)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p9e39929c4f)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_582">
     <path d="M 244.8 939.858113 
@@ -5678,7 +5678,7 @@ L 169.2 959.855094
 L 169.2 951.453576 
 L 152.836364 951.453576 
 z
-" clip-path="url(#p676bee9b7b)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pbdfa3d49ee)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_588">
     <path d="M 169.2 959.855094 
@@ -5686,7 +5686,7 @@ L 185.563636 959.855094
 L 185.563636 958.042001 
 L 169.2 958.042001 
 z
-" clip-path="url(#p676bee9b7b)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pbdfa3d49ee)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_589">
     <path d="M 151.2 958.424486 
@@ -5694,14 +5694,14 @@ L 151.2 957.659515
 L 187.2 957.659515 
 L 187.2 958.424486 
 z
-" clip-path="url(#p676bee9b7b)" style="fill: #ffe5cf"/>
+" clip-path="url(#pbdfa3d49ee)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_147"/>
    <g id="matplotlib.axis_148"/>
    <g id="line2d_74">
     <path d="M 151.2 957.812172 
 L 187.2 957.812172 
-" clip-path="url(#p676bee9b7b)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pbdfa3d49ee)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_590">
     <path d="M 151.2 959.855094 
@@ -5749,7 +5749,7 @@ L 216 959.855094
 L 216 951.581259 
 L 199.636364 951.581259 
 z
-" clip-path="url(#pc265d0e38c)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p7ce3140bbb)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_596">
     <path d="M 216 959.855094 
@@ -5757,7 +5757,7 @@ L 232.363636 959.855094
 L 232.363636 957.914318 
 L 216 957.914318 
 z
-" clip-path="url(#pc265d0e38c)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p7ce3140bbb)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_597">
     <path d="M 198 958.307024 
@@ -5765,14 +5765,14 @@ L 198 957.521612
 L 234 957.521612 
 L 234 958.307024 
 z
-" clip-path="url(#pc265d0e38c)" style="fill: #ffe5cf"/>
+" clip-path="url(#p7ce3140bbb)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_149"/>
    <g id="matplotlib.axis_150"/>
    <g id="line2d_75">
     <path d="M 198 957.812172 
 L 234 957.812172 
-" clip-path="url(#pc265d0e38c)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p7ce3140bbb)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_598">
     <path d="M 198 959.855094 
@@ -5820,7 +5820,7 @@ L 262.8 959.855094
 L 262.8 951.862161 
 L 246.436364 951.862161 
 z
-" clip-path="url(#pfab9c31362)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p47ed3629d1)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_604">
     <path d="M 262.8 959.855094 
@@ -5828,7 +5828,7 @@ L 279.163636 959.855094
 L 279.163636 957.633416 
 L 262.8 957.633416 
 z
-" clip-path="url(#pfab9c31362)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p47ed3629d1)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_605">
     <path d="M 244.8 958.046387 
@@ -5836,14 +5836,14 @@ L 244.8 957.220445
 L 280.8 957.220445 
 L 280.8 958.046387 
 z
-" clip-path="url(#pfab9c31362)" style="fill: #ffe5cf"/>
+" clip-path="url(#p47ed3629d1)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_151"/>
    <g id="matplotlib.axis_152"/>
    <g id="line2d_76">
     <path d="M 244.8 957.812172 
 L 280.8 957.812172 
-" clip-path="url(#pfab9c31362)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p47ed3629d1)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_606">
     <path d="M 244.8 959.855094 
@@ -5896,7 +5896,7 @@ L 122.4 979.852075
 L 122.4 971.322875 
 L 106.036364 971.322875 
 z
-" clip-path="url(#p5f34f8661b)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p0c9cd94e62)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_612">
     <path d="M 122.4 979.852075 
@@ -5904,7 +5904,7 @@ L 138.763636 979.852075
 L 138.763636 978.166665 
 L 122.4 978.166665 
 z
-" clip-path="url(#p5f34f8661b)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p0c9cd94e62)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_613">
     <path d="M 104.4 978.538228 
@@ -5912,14 +5912,14 @@ L 104.4 977.795101
 L 140.4 977.795101 
 L 140.4 978.538228 
 z
-" clip-path="url(#p5f34f8661b)" style="fill: #ffe5cf"/>
+" clip-path="url(#p0c9cd94e62)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_153"/>
    <g id="matplotlib.axis_154"/>
    <g id="line2d_77">
     <path d="M 104.4 977.809153 
 L 140.4 977.809153 
-" clip-path="url(#p5f34f8661b)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p0c9cd94e62)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_614">
     <path d="M 104.4 979.852075 
@@ -5967,7 +5967,7 @@ L 169.2 979.852075
 L 169.2 971.425021 
 L 152.836364 971.425021 
 z
-" clip-path="url(#p64a96aaa28)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p100fd21980)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_620">
     <path d="M 169.2 979.852075 
@@ -5975,7 +5975,7 @@ L 185.563636 979.852075
 L 185.563636 978.064518 
 L 169.2 978.064518 
 z
-" clip-path="url(#p64a96aaa28)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p100fd21980)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_621">
     <path d="M 151.2 978.444878 
@@ -5983,14 +5983,14 @@ L 151.2 977.684159
 L 187.2 977.684159 
 L 187.2 978.444878 
 z
-" clip-path="url(#p64a96aaa28)" style="fill: #ffe5cf"/>
+" clip-path="url(#p100fd21980)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_155"/>
    <g id="matplotlib.axis_156"/>
    <g id="line2d_78">
     <path d="M 151.2 977.809153 
 L 187.2 977.809153 
-" clip-path="url(#p64a96aaa28)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p100fd21980)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_622">
     <path d="M 151.2 979.852075 
@@ -6038,7 +6038,7 @@ L 216 979.852075
 L 216 971.57824 
 L 199.636364 971.57824 
 z
-" clip-path="url(#pae528f04d5)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p1b9fe70e91)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_628">
     <path d="M 216 979.852075 
@@ -6046,7 +6046,7 @@ L 232.363636 979.852075
 L 232.363636 977.911299 
 L 216 977.911299 
 z
-" clip-path="url(#pae528f04d5)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p1b9fe70e91)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_629">
     <path d="M 198 978.304005 
@@ -6054,14 +6054,14 @@ L 198 977.518593
 L 234 977.518593 
 L 234 978.304005 
 z
-" clip-path="url(#pae528f04d5)" style="fill: #ffe5cf"/>
+" clip-path="url(#p1b9fe70e91)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_157"/>
    <g id="matplotlib.axis_158"/>
    <g id="line2d_79">
     <path d="M 198 977.809153 
 L 234 977.809153 
-" clip-path="url(#pae528f04d5)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p1b9fe70e91)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_630">
     <path d="M 198 979.852075 
@@ -6109,7 +6109,7 @@ L 262.8 979.852075
 L 262.8 971.833605 
 L 246.436364 971.833605 
 z
-" clip-path="url(#p25cfc09b8e)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pb272fc0926)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_636">
     <path d="M 262.8 979.852075 
@@ -6117,7 +6117,7 @@ L 279.163636 979.852075
 L 279.163636 977.655934 
 L 262.8 977.655934 
 z
-" clip-path="url(#p25cfc09b8e)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pb272fc0926)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_637">
     <path d="M 244.8 978.06718 
@@ -6125,14 +6125,14 @@ L 244.8 977.244688
 L 280.8 977.244688 
 L 280.8 978.06718 
 z
-" clip-path="url(#p25cfc09b8e)" style="fill: #ffe5cf"/>
+" clip-path="url(#pb272fc0926)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_159"/>
    <g id="matplotlib.axis_160"/>
    <g id="line2d_80">
     <path d="M 244.8 977.809153 
 L 280.8 977.809153 
-" clip-path="url(#p25cfc09b8e)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pb272fc0926)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_638">
     <path d="M 244.8 979.852075 
@@ -6185,7 +6185,7 @@ L 122.4 999.849057
 L 122.4 991.319856 
 L 106.036364 991.319856 
 z
-" clip-path="url(#p541a8938b8)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pc5dfedcf9f)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_644">
     <path d="M 122.4 999.849057 
@@ -6193,7 +6193,7 @@ L 138.763636 999.849057
 L 138.763636 998.163646 
 L 122.4 998.163646 
 z
-" clip-path="url(#p541a8938b8)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pc5dfedcf9f)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_645">
     <path d="M 104.4 998.535209 
@@ -6201,14 +6201,14 @@ L 104.4 997.792082
 L 140.4 997.792082 
 L 140.4 998.535209 
 z
-" clip-path="url(#p541a8938b8)" style="fill: #ffe5cf"/>
+" clip-path="url(#pc5dfedcf9f)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_161"/>
    <g id="matplotlib.axis_162"/>
    <g id="line2d_81">
     <path d="M 104.4 997.806134 
 L 140.4 997.806134 
-" clip-path="url(#p541a8938b8)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pc5dfedcf9f)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_646">
     <path d="M 104.4 999.849057 
@@ -6256,7 +6256,7 @@ L 169.2 999.849057
 L 169.2 991.422002 
 L 152.836364 991.422002 
 z
-" clip-path="url(#pe70a068d40)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p32dffd9509)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_652">
     <path d="M 169.2 999.849057 
@@ -6264,7 +6264,7 @@ L 185.563636 999.849057
 L 185.563636 998.0615 
 L 169.2 998.0615 
 z
-" clip-path="url(#pe70a068d40)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p32dffd9509)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_653">
     <path d="M 151.2 998.441859 
@@ -6272,14 +6272,14 @@ L 151.2 997.68114
 L 187.2 997.68114 
 L 187.2 998.441859 
 z
-" clip-path="url(#pe70a068d40)" style="fill: #ffe5cf"/>
+" clip-path="url(#p32dffd9509)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_163"/>
    <g id="matplotlib.axis_164"/>
    <g id="line2d_82">
     <path d="M 151.2 997.806134 
 L 187.2 997.806134 
-" clip-path="url(#pe70a068d40)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p32dffd9509)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_654">
     <path d="M 151.2 999.849057 
@@ -6327,7 +6327,7 @@ L 216 999.849057
 L 216 991.575221 
 L 199.636364 991.575221 
 z
-" clip-path="url(#p2171387e9c)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pb59feef746)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_660">
     <path d="M 216 999.849057 
@@ -6335,7 +6335,7 @@ L 232.363636 999.849057
 L 232.363636 997.90828 
 L 216 997.90828 
 z
-" clip-path="url(#p2171387e9c)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pb59feef746)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_661">
     <path d="M 198 998.300986 
@@ -6343,14 +6343,14 @@ L 198 997.515575
 L 234 997.515575 
 L 234 998.300986 
 z
-" clip-path="url(#p2171387e9c)" style="fill: #ffe5cf"/>
+" clip-path="url(#pb59feef746)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_165"/>
    <g id="matplotlib.axis_166"/>
    <g id="line2d_83">
     <path d="M 198 997.806134 
 L 234 997.806134 
-" clip-path="url(#p2171387e9c)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pb59feef746)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_662">
     <path d="M 198 999.849057 
@@ -6398,7 +6398,7 @@ L 262.8 999.849057
 L 262.8 991.80505 
 L 246.436364 991.80505 
 z
-" clip-path="url(#p97fe2c9455)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p588559a579)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_668">
     <path d="M 262.8 999.849057 
@@ -6406,7 +6406,7 @@ L 279.163636 999.849057
 L 279.163636 997.678452 
 L 262.8 997.678452 
 z
-" clip-path="url(#p97fe2c9455)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p588559a579)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_669">
     <path d="M 244.8 998.08795 
@@ -6414,14 +6414,14 @@ L 244.8 997.268953
 L 280.8 997.268953 
 L 280.8 998.08795 
 z
-" clip-path="url(#p97fe2c9455)" style="fill: #ffe5cf"/>
+" clip-path="url(#p588559a579)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_167"/>
    <g id="matplotlib.axis_168"/>
    <g id="line2d_84">
     <path d="M 244.8 997.806134 
 L 280.8 997.806134 
-" clip-path="url(#p97fe2c9455)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p588559a579)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_670">
     <path d="M 244.8 999.849057 
@@ -6474,7 +6474,7 @@ L 122.4 1019.846038
 L 122.4 1011.316837 
 L 106.036364 1011.316837 
 z
-" clip-path="url(#p7e43d2fc23)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p030f13ad25)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_676">
     <path d="M 122.4 1019.846038 
@@ -6482,7 +6482,7 @@ L 138.763636 1019.846038
 L 138.763636 1018.160627 
 L 122.4 1018.160627 
 z
-" clip-path="url(#p7e43d2fc23)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p030f13ad25)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_677">
     <path d="M 104.4 1018.53219 
@@ -6490,14 +6490,14 @@ L 104.4 1017.789063
 L 140.4 1017.789063 
 L 140.4 1018.53219 
 z
-" clip-path="url(#p7e43d2fc23)" style="fill: #ffe5cf"/>
+" clip-path="url(#p030f13ad25)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_169"/>
    <g id="matplotlib.axis_170"/>
    <g id="line2d_85">
     <path d="M 104.4 1017.803115 
 L 140.4 1017.803115 
-" clip-path="url(#p7e43d2fc23)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p030f13ad25)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_678">
     <path d="M 104.4 1019.846038 
@@ -6545,7 +6545,7 @@ L 169.2 1019.846038
 L 169.2 1011.36791 
 L 152.836364 1011.36791 
 z
-" clip-path="url(#p3288d92228)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p1be6d440c6)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_684">
     <path d="M 169.2 1019.846038 
@@ -6553,7 +6553,7 @@ L 185.563636 1019.846038
 L 185.563636 1018.109554 
 L 169.2 1018.109554 
 z
-" clip-path="url(#p3288d92228)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p1be6d440c6)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_685">
     <path d="M 151.2 1018.485574 
@@ -6561,14 +6561,14 @@ L 151.2 1017.733533
 L 187.2 1017.733533 
 L 187.2 1018.485574 
 z
-" clip-path="url(#p3288d92228)" style="fill: #ffe5cf"/>
+" clip-path="url(#p1be6d440c6)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_171"/>
    <g id="matplotlib.axis_172"/>
    <g id="line2d_86">
     <path d="M 151.2 1017.803115 
 L 187.2 1017.803115 
-" clip-path="url(#p3288d92228)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p1be6d440c6)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_686">
     <path d="M 151.2 1019.846038 
@@ -6616,7 +6616,7 @@ L 216 1019.846038
 L 216 1011.572202 
 L 199.636364 1011.572202 
 z
-" clip-path="url(#p6dc2a6c530)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p5ea37d6bde)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_692">
     <path d="M 216 1019.846038 
@@ -6624,7 +6624,7 @@ L 232.363636 1019.846038
 L 232.363636 1017.905261 
 L 216 1017.905261 
 z
-" clip-path="url(#p6dc2a6c530)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p5ea37d6bde)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_693">
     <path d="M 198 1018.297967 
@@ -6632,14 +6632,14 @@ L 198 1017.512556
 L 234 1017.512556 
 L 234 1018.297967 
 z
-" clip-path="url(#p6dc2a6c530)" style="fill: #ffe5cf"/>
+" clip-path="url(#p5ea37d6bde)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_173"/>
    <g id="matplotlib.axis_174"/>
    <g id="line2d_87">
     <path d="M 198 1017.803115 
 L 234 1017.803115 
-" clip-path="url(#p6dc2a6c530)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p5ea37d6bde)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_694">
     <path d="M 198 1019.846038 
@@ -6687,7 +6687,7 @@ L 262.8 1019.846038
 L 262.8 1011.802031 
 L 246.436364 1011.802031 
 z
-" clip-path="url(#p637227e42e)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p53e7d59f12)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_700">
     <path d="M 262.8 1019.846038 
@@ -6695,7 +6695,7 @@ L 279.163636 1019.846038
 L 279.163636 1017.675433 
 L 262.8 1017.675433 
 z
-" clip-path="url(#p637227e42e)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p53e7d59f12)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_701">
     <path d="M 244.8 1018.084932 
@@ -6703,14 +6703,14 @@ L 244.8 1017.265934
 L 280.8 1017.265934 
 L 280.8 1018.084932 
 z
-" clip-path="url(#p637227e42e)" style="fill: #ffe5cf"/>
+" clip-path="url(#p53e7d59f12)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_175"/>
    <g id="matplotlib.axis_176"/>
    <g id="line2d_88">
     <path d="M 244.8 1017.803115 
 L 280.8 1017.803115 
-" clip-path="url(#p637227e42e)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p53e7d59f12)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_702">
     <path d="M 244.8 1019.846038 
@@ -6758,7 +6758,7 @@ L 309.6 1019.846038
 L 309.6 1012.210615 
 L 293.236364 1012.210615 
 z
-" clip-path="url(#p8a0a21808c)" style="fill: #999999; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p5a3525ca7c)" style="fill: #999999; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_708">
     <path d="M 309.6 1019.846038 
@@ -6766,7 +6766,7 @@ L 325.963636 1019.846038
 L 325.963636 1017.266848 
 L 309.6 1017.266848 
 z
-" clip-path="url(#p8a0a21808c)" style="fill: #999999; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p5a3525ca7c)" style="fill: #999999; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_709">
     <path d="M 291.6 1017.701743 
@@ -6774,14 +6774,14 @@ L 291.6 1016.831953
 L 327.6 1016.831953 
 L 327.6 1017.701743 
 z
-" clip-path="url(#p8a0a21808c)" style="fill: #ffe5cf"/>
+" clip-path="url(#p5a3525ca7c)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_177"/>
    <g id="matplotlib.axis_178"/>
    <g id="line2d_89">
     <path d="M 291.6 1017.803115 
 L 327.6 1017.803115 
-" clip-path="url(#p8a0a21808c)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p5a3525ca7c)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_710">
     <path d="M 291.6 1019.846038 
@@ -6833,7 +6833,7 @@ L 122.4 1039.843019
 L 122.4 1031.288281 
 L 106.036364 1031.288281 
 z
-" clip-path="url(#p970ccc6938)" style="fill: #999999; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p4582b1c565)" style="fill: #999999; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_716">
     <path d="M 122.4 1039.843019 
@@ -6841,7 +6841,7 @@ L 138.763636 1039.843019
 L 138.763636 1038.183144 
 L 122.4 1038.183144 
 z
-" clip-path="url(#p970ccc6938)" style="fill: #999999; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p4582b1c565)" style="fill: #999999; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_717">
     <path d="M 104.4 1038.552434 
@@ -6849,14 +6849,14 @@ L 104.4 1037.813855
 L 140.4 1037.813855 
 L 140.4 1038.552434 
 z
-" clip-path="url(#p970ccc6938)" style="fill: #ffe5cf"/>
+" clip-path="url(#p4582b1c565)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_179"/>
    <g id="matplotlib.axis_180"/>
    <g id="line2d_90">
     <path d="M 104.4 1037.800097 
 L 140.4 1037.800097 
-" clip-path="url(#p970ccc6938)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p4582b1c565)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_718">
     <path d="M 104.4 1039.843019 
@@ -6904,7 +6904,7 @@ L 169.2 1039.843019
 L 169.2 1031.364891 
 L 152.836364 1031.364891 
 z
-" clip-path="url(#p7461a9f7e4)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pf84bc03b47)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_724">
     <path d="M 169.2 1039.843019 
@@ -6912,7 +6912,7 @@ L 185.563636 1039.843019
 L 185.563636 1038.106535 
 L 169.2 1038.106535 
 z
-" clip-path="url(#p7461a9f7e4)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pf84bc03b47)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_725">
     <path d="M 151.2 1038.482555 
@@ -6920,14 +6920,14 @@ L 151.2 1037.730514
 L 187.2 1037.730514 
 L 187.2 1038.482555 
 z
-" clip-path="url(#p7461a9f7e4)" style="fill: #ffe5cf"/>
+" clip-path="url(#pf84bc03b47)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_181"/>
    <g id="matplotlib.axis_182"/>
    <g id="line2d_91">
     <path d="M 151.2 1037.800097 
 L 187.2 1037.800097 
-" clip-path="url(#p7461a9f7e4)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pf84bc03b47)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_726">
     <path d="M 151.2 1039.843019 
@@ -6975,7 +6975,7 @@ L 216 1039.843019
 L 216 1031.569183 
 L 199.636364 1031.569183 
 z
-" clip-path="url(#p56b1a25d09)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p8ab7413652)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_732">
     <path d="M 216 1039.843019 
@@ -6983,7 +6983,7 @@ L 232.363636 1039.843019
 L 232.363636 1037.902243 
 L 216 1037.902243 
 z
-" clip-path="url(#p56b1a25d09)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p8ab7413652)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_733">
     <path d="M 198 1038.294948 
@@ -6991,14 +6991,14 @@ L 198 1037.509537
 L 234 1037.509537 
 L 234 1038.294948 
 z
-" clip-path="url(#p56b1a25d09)" style="fill: #ffe5cf"/>
+" clip-path="url(#p8ab7413652)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_183"/>
    <g id="matplotlib.axis_184"/>
    <g id="line2d_92">
     <path d="M 198 1037.800097 
 L 234 1037.800097 
-" clip-path="url(#p56b1a25d09)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p8ab7413652)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_734">
     <path d="M 198 1039.843019 
@@ -7046,7 +7046,7 @@ L 262.8 1039.843019
 L 262.8 1031.799012 
 L 246.436364 1031.799012 
 z
-" clip-path="url(#pbd3f48c64d)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p95a1c0431b)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_740">
     <path d="M 262.8 1039.843019 
@@ -7054,7 +7054,7 @@ L 279.163636 1039.843019
 L 279.163636 1037.672414 
 L 262.8 1037.672414 
 z
-" clip-path="url(#pbd3f48c64d)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p95a1c0431b)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_741">
     <path d="M 244.8 1038.081913 
@@ -7062,14 +7062,14 @@ L 244.8 1037.262915
 L 280.8 1037.262915 
 L 280.8 1038.081913 
 z
-" clip-path="url(#pbd3f48c64d)" style="fill: #ffe5cf"/>
+" clip-path="url(#p95a1c0431b)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_185"/>
    <g id="matplotlib.axis_186"/>
    <g id="line2d_93">
     <path d="M 244.8 1037.800097 
 L 280.8 1037.800097 
-" clip-path="url(#pbd3f48c64d)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p95a1c0431b)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_742">
     <path d="M 244.8 1039.843019 
@@ -7117,7 +7117,7 @@ L 309.6 1039.843019
 L 309.6 1032.10545 
 L 293.236364 1032.10545 
 z
-" clip-path="url(#p3b632f76ab)" style="fill: #999999; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pa776fd39c4)" style="fill: #999999; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_748">
     <path d="M 309.6 1039.843019 
@@ -7125,7 +7125,7 @@ L 325.963636 1039.843019
 L 325.963636 1037.365975 
 L 309.6 1037.365975 
 z
-" clip-path="url(#p3b632f76ab)" style="fill: #999999; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pa776fd39c4)" style="fill: #999999; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_749">
     <path d="M 291.6 1037.795013 
@@ -7133,14 +7133,14 @@ L 291.6 1036.936938
 L 327.6 1036.936938 
 L 327.6 1037.795013 
 z
-" clip-path="url(#p3b632f76ab)" style="fill: #ffe5cf"/>
+" clip-path="url(#pa776fd39c4)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_187"/>
    <g id="matplotlib.axis_188"/>
    <g id="line2d_94">
     <path d="M 291.6 1037.800097 
 L 327.6 1037.800097 
-" clip-path="url(#p3b632f76ab)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pa776fd39c4)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_750">
     <path d="M 291.6 1039.843019 
@@ -7219,7 +7219,7 @@ L 75.6 1059.84
 L 75.6 1051.08097 
 L 59.236364 1051.08097 
 z
-" clip-path="url(#p328e6d8af5)" style="fill: #999999; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pfd02e8a17d)" style="fill: #999999; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_756">
     <path d="M 75.6 1059.84 
@@ -7227,7 +7227,7 @@ L 91.963636 1059.84
 L 91.963636 1058.384418 
 L 75.6 1058.384418 
 z
-" clip-path="url(#p328e6d8af5)" style="fill: #999999; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pfd02e8a17d)" style="fill: #999999; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_757">
     <path d="M 57.6 1058.734341 
@@ -7235,14 +7235,14 @@ L 57.6 1058.034495
 L 93.6 1058.034495 
 L 93.6 1058.734341 
 z
-" clip-path="url(#p328e6d8af5)" style="fill: #ffe5cf"/>
+" clip-path="url(#pfd02e8a17d)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_189"/>
    <g id="matplotlib.axis_190"/>
    <g id="line2d_95">
     <path d="M 57.6 1057.797078 
 L 93.6 1057.797078 
-" clip-path="url(#p328e6d8af5)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pfd02e8a17d)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_758">
     <path d="M 57.6 1059.84 
@@ -7335,7 +7335,7 @@ L 122.4 1059.84
 L 122.4 1051.23419 
 L 106.036364 1051.23419 
 z
-" clip-path="url(#p172a76e8b3)" style="fill: #999999; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p2bb4acd841)" style="fill: #999999; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_764">
     <path d="M 122.4 1059.84 
@@ -7343,7 +7343,7 @@ L 138.763636 1059.84
 L 138.763636 1058.231199 
 L 122.4 1058.231199 
 z
-" clip-path="url(#p172a76e8b3)" style="fill: #999999; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p2bb4acd841)" style="fill: #999999; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_765">
     <path d="M 104.4 1058.595846 
@@ -7351,14 +7351,14 @@ L 104.4 1057.866551
 L 140.4 1057.866551 
 L 140.4 1058.595846 
 z
-" clip-path="url(#p172a76e8b3)" style="fill: #ffe5cf"/>
+" clip-path="url(#p2bb4acd841)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_191"/>
    <g id="matplotlib.axis_192"/>
    <g id="line2d_96">
     <path d="M 104.4 1057.797078 
 L 140.4 1057.797078 
-" clip-path="url(#p172a76e8b3)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p2bb4acd841)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_766">
     <path d="M 104.4 1059.84 
@@ -7449,7 +7449,7 @@ L 169.2 1059.84
 L 169.2 1051.336336 
 L 152.836364 1051.336336 
 z
-" clip-path="url(#p507876b93e)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p1cd027b998)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_772">
     <path d="M 169.2 1059.84 
@@ -7457,7 +7457,7 @@ L 185.563636 1059.84
 L 185.563636 1058.129053 
 L 169.2 1058.129053 
 z
-" clip-path="url(#p507876b93e)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p1cd027b998)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_773">
     <path d="M 151.2 1058.50286 
@@ -7465,14 +7465,14 @@ L 151.2 1057.755245
 L 187.2 1057.755245 
 L 187.2 1058.50286 
 z
-" clip-path="url(#p507876b93e)" style="fill: #ffe5cf"/>
+" clip-path="url(#p1cd027b998)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_193"/>
    <g id="matplotlib.axis_194"/>
    <g id="line2d_97">
     <path d="M 151.2 1057.797078 
 L 187.2 1057.797078 
-" clip-path="url(#p507876b93e)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p1cd027b998)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_774">
     <path d="M 151.2 1059.84 
@@ -7572,7 +7572,7 @@ L 216 1059.84
 L 216 1051.566164 
 L 199.636364 1051.566164 
 z
-" clip-path="url(#p7b9cdec6be)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p8ba26bc05c)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_780">
     <path d="M 216 1059.84 
@@ -7580,7 +7580,7 @@ L 232.363636 1059.84
 L 232.363636 1057.899224 
 L 216 1057.899224 
 z
-" clip-path="url(#p7b9cdec6be)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p8ba26bc05c)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_781">
     <path d="M 198 1058.291929 
@@ -7588,14 +7588,14 @@ L 198 1057.506518
 L 234 1057.506518 
 L 234 1058.291929 
 z
-" clip-path="url(#p7b9cdec6be)" style="fill: #ffe5cf"/>
+" clip-path="url(#p8ba26bc05c)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_195"/>
    <g id="matplotlib.axis_196"/>
    <g id="line2d_98">
     <path d="M 198 1057.797078 
 L 234 1057.797078 
-" clip-path="url(#p7b9cdec6be)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p8ba26bc05c)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_782">
     <path d="M 198 1059.84 
@@ -7654,7 +7654,7 @@ L 262.8 1059.84
 L 262.8 1051.795993 
 L 246.436364 1051.795993 
 z
-" clip-path="url(#p54c9825f9d)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p326286e9c8)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_788">
     <path d="M 262.8 1059.84 
@@ -7662,7 +7662,7 @@ L 279.163636 1059.84
 L 279.163636 1057.669395 
 L 262.8 1057.669395 
 z
-" clip-path="url(#p54c9825f9d)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p326286e9c8)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_789">
     <path d="M 244.8 1058.078894 
@@ -7670,14 +7670,14 @@ L 244.8 1057.259896
 L 280.8 1057.259896 
 L 280.8 1058.078894 
 z
-" clip-path="url(#p54c9825f9d)" style="fill: #ffe5cf"/>
+" clip-path="url(#p326286e9c8)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_197"/>
    <g id="matplotlib.axis_198"/>
    <g id="line2d_99">
     <path d="M 244.8 1057.797078 
 L 280.8 1057.797078 
-" clip-path="url(#p54c9825f9d)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p326286e9c8)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_790">
     <path d="M 244.8 1059.84 
@@ -7736,7 +7736,7 @@ L 309.6 1059.84
 L 309.6 1052.025822 
 L 293.236364 1052.025822 
 z
-" clip-path="url(#pee5f1b4052)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p64eaf7adf0)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_796">
     <path d="M 309.6 1059.84 
@@ -7744,7 +7744,7 @@ L 325.963636 1059.84
 L 325.963636 1057.439566 
 L 309.6 1057.439566 
 z
-" clip-path="url(#pee5f1b4052)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p64eaf7adf0)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_797">
     <path d="M 291.6 1057.864003 
@@ -7752,14 +7752,14 @@ L 291.6 1057.01513
 L 327.6 1057.01513 
 L 327.6 1057.864003 
 z
-" clip-path="url(#pee5f1b4052)" style="fill: #ffe5cf"/>
+" clip-path="url(#p64eaf7adf0)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_199"/>
    <g id="matplotlib.axis_200"/>
    <g id="line2d_100">
     <path d="M 291.6 1057.797078 
 L 327.6 1057.797078 
-" clip-path="url(#pee5f1b4052)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p64eaf7adf0)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_798">
     <path d="M 291.6 1059.84 
@@ -7896,304 +7896,304 @@ z
   </g>
  </g>
  <defs>
-  <clipPath id="pa7da8957dc">
+  <clipPath id="p23dfd62160">
    <rect x="198" y="10.8" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p0ca2dae649">
+  <clipPath id="pfd77d909cf">
    <rect x="198" y="30.796981" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p00de528b88">
+  <clipPath id="p08dc54293e">
    <rect x="198" y="50.793962" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pa9423ec00b">
+  <clipPath id="p35ac429f04">
    <rect x="198" y="70.790943" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p81f3759101">
+  <clipPath id="pc608f18155">
    <rect x="198" y="90.787925" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pbd5bc78d90">
+  <clipPath id="p076ad0cbcf">
    <rect x="198" y="110.784906" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p9eaface291">
+  <clipPath id="p41856b7b49">
    <rect x="198" y="130.781887" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pe52d6e99bf">
+  <clipPath id="p6727325c60">
    <rect x="198" y="150.778868" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p0d1d604d49">
+  <clipPath id="pda74947164">
    <rect x="198" y="170.775849" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p0ad52885b3">
+  <clipPath id="pa47910c9b5">
    <rect x="198" y="190.77283" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p5a68c84ab5">
+  <clipPath id="p6acf944531">
    <rect x="198" y="210.769811" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p46c237b681">
+  <clipPath id="pea105bf739">
    <rect x="198" y="230.766792" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p101cd1ac45">
+  <clipPath id="pe3533705b8">
    <rect x="198" y="250.763774" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pd1386f31e0">
+  <clipPath id="pec5aa1f50e">
    <rect x="198" y="270.760755" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p06cad1910e">
+  <clipPath id="p5c6bbed8b5">
    <rect x="198" y="290.757736" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pc04fbadc26">
+  <clipPath id="p90e4cf4596">
    <rect x="198" y="310.754717" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pb0e93cfbcc">
+  <clipPath id="pd7461d610b">
    <rect x="198" y="330.751698" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p9d7b6a6bfe">
+  <clipPath id="p7be09db45f">
    <rect x="198" y="350.748679" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pec77f8a634">
+  <clipPath id="p2f6f5f1ca8">
    <rect x="198" y="370.74566" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p18aaca7672">
+  <clipPath id="pb0ac5e4b27">
    <rect x="198" y="390.742642" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pc9bde747f3">
+  <clipPath id="pdea3229450">
    <rect x="198" y="410.739623" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pd5678b3265">
+  <clipPath id="pe96916c833">
    <rect x="198" y="430.736604" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p2ee7f22e73">
+  <clipPath id="pa7040d53c8">
    <rect x="198" y="450.733585" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pd84c42314e">
+  <clipPath id="p22615f386d">
    <rect x="198" y="470.730566" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p18da17920f">
+  <clipPath id="p79852eb8b5">
    <rect x="198" y="490.727547" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p72faa85ee3">
+  <clipPath id="pdd6c8aac57">
    <rect x="198" y="510.724528" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p51e326c00b">
+  <clipPath id="p038d698801">
    <rect x="198" y="530.721509" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pd1d2d06d0a">
+  <clipPath id="p9bda99391d">
    <rect x="198" y="550.718491" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pbe683f7bf0">
+  <clipPath id="pc77e1c91a6">
    <rect x="198" y="570.715472" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pb090cd1d45">
+  <clipPath id="pc4b9f7998d">
    <rect x="198" y="590.712453" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p3d9ca8d786">
+  <clipPath id="p56dbf8ccc1">
    <rect x="198" y="610.709434" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p31b547e452">
+  <clipPath id="pedc9737e1d">
    <rect x="198" y="630.706415" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p503303bc38">
+  <clipPath id="pfdc6efaa9b">
    <rect x="198" y="650.703396" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p97e4d4dc64">
+  <clipPath id="pe4e2416bfc">
    <rect x="244.8" y="650.703396" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p26306735cd">
+  <clipPath id="p5ca40225dc">
    <rect x="198" y="670.700377" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p1227434726">
+  <clipPath id="p3a07285eba">
    <rect x="244.8" y="670.700377" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p73753c9961">
+  <clipPath id="pddbb88fb66">
    <rect x="198" y="690.697358" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p74625b9af8">
+  <clipPath id="p2d9a363553">
    <rect x="244.8" y="690.697358" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pa2008d50b5">
+  <clipPath id="p1509343b87">
    <rect x="198" y="710.69434" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p418d67ccb0">
+  <clipPath id="pad718ae6f7">
    <rect x="244.8" y="710.69434" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p02ad6ab5fa">
+  <clipPath id="pec33160138">
    <rect x="151.2" y="730.691321" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p61aa95228b">
+  <clipPath id="p969c5cfc83">
    <rect x="198" y="730.691321" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p9a3fff35da">
+  <clipPath id="pec69356866">
    <rect x="244.8" y="730.691321" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p3c1ed9a657">
+  <clipPath id="p62010398b4">
    <rect x="151.2" y="750.688302" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pfe4bca0e23">
+  <clipPath id="p3996812493">
    <rect x="198" y="750.688302" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p7a9859f4e6">
+  <clipPath id="p72603c7bcb">
    <rect x="244.8" y="750.688302" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p0c86746dd2">
+  <clipPath id="p42235fdc64">
    <rect x="151.2" y="770.685283" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pd6ca2e260f">
+  <clipPath id="p7ff3723fa0">
    <rect x="198" y="770.685283" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p1be757f8e1">
+  <clipPath id="p44141dc310">
    <rect x="244.8" y="770.685283" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p771479d25b">
+  <clipPath id="p99e0ab9f3b">
    <rect x="151.2" y="790.682264" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p2c8334b231">
+  <clipPath id="p885dfafd75">
    <rect x="198" y="790.682264" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p6425c5f0f3">
+  <clipPath id="p2cebd5ac7f">
    <rect x="244.8" y="790.682264" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pf4a6609aca">
+  <clipPath id="p359196b1bb">
    <rect x="151.2" y="810.679245" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p290acb7529">
+  <clipPath id="pf92907c4fe">
    <rect x="198" y="810.679245" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p9bd6b3b42a">
+  <clipPath id="pe1547b791f">
    <rect x="244.8" y="810.679245" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pba9ae4d320">
+  <clipPath id="pf404dc17e7">
    <rect x="151.2" y="830.676226" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p4d74c69f94">
+  <clipPath id="p01c3bb26f2">
    <rect x="198" y="830.676226" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pc07624f3d7">
+  <clipPath id="p42f5709097">
    <rect x="244.8" y="830.676226" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pb0cf652734">
+  <clipPath id="pdbfc06ddd5">
    <rect x="151.2" y="850.673208" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p4f1dba5752">
+  <clipPath id="p3b9c655c64">
    <rect x="198" y="850.673208" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p5f559c652a">
+  <clipPath id="p9760bd152c">
    <rect x="244.8" y="850.673208" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p235fbd6200">
+  <clipPath id="p71570c511b">
    <rect x="151.2" y="870.670189" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pfac5f7e6a4">
+  <clipPath id="p7b9cb4dae6">
    <rect x="198" y="870.670189" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p5d06d220dc">
+  <clipPath id="p341a834e0c">
    <rect x="244.8" y="870.670189" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p837a687065">
+  <clipPath id="pef69a64fb9">
    <rect x="151.2" y="890.66717" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pbd996b9251">
+  <clipPath id="p10cf751330">
    <rect x="198" y="890.66717" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p2c915555e6">
+  <clipPath id="p663d8a364d">
    <rect x="244.8" y="890.66717" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p24670565af">
+  <clipPath id="pa6463112c0">
    <rect x="151.2" y="910.664151" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p96614f5e5c">
+  <clipPath id="p6fa071bed8">
    <rect x="198" y="910.664151" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pbb541e067c">
+  <clipPath id="p2bd73852dd">
    <rect x="244.8" y="910.664151" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p5bd22bc104">
+  <clipPath id="pd20498774b">
    <rect x="151.2" y="930.661132" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pcd6db37747">
+  <clipPath id="p1c9c0d1143">
    <rect x="198" y="930.661132" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pdecc2fa0fe">
+  <clipPath id="p9e39929c4f">
    <rect x="244.8" y="930.661132" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p676bee9b7b">
+  <clipPath id="pbdfa3d49ee">
    <rect x="151.2" y="950.658113" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pc265d0e38c">
+  <clipPath id="p7ce3140bbb">
    <rect x="198" y="950.658113" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pfab9c31362">
+  <clipPath id="p47ed3629d1">
    <rect x="244.8" y="950.658113" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p5f34f8661b">
+  <clipPath id="p0c9cd94e62">
    <rect x="104.4" y="970.655094" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p64a96aaa28">
+  <clipPath id="p100fd21980">
    <rect x="151.2" y="970.655094" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pae528f04d5">
+  <clipPath id="p1b9fe70e91">
    <rect x="198" y="970.655094" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p25cfc09b8e">
+  <clipPath id="pb272fc0926">
    <rect x="244.8" y="970.655094" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p541a8938b8">
+  <clipPath id="pc5dfedcf9f">
    <rect x="104.4" y="990.652075" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pe70a068d40">
+  <clipPath id="p32dffd9509">
    <rect x="151.2" y="990.652075" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p2171387e9c">
+  <clipPath id="pb59feef746">
    <rect x="198" y="990.652075" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p97fe2c9455">
+  <clipPath id="p588559a579">
    <rect x="244.8" y="990.652075" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p7e43d2fc23">
+  <clipPath id="p030f13ad25">
    <rect x="104.4" y="1010.649057" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p3288d92228">
+  <clipPath id="p1be6d440c6">
    <rect x="151.2" y="1010.649057" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p6dc2a6c530">
+  <clipPath id="p5ea37d6bde">
    <rect x="198" y="1010.649057" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p637227e42e">
+  <clipPath id="p53e7d59f12">
    <rect x="244.8" y="1010.649057" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p8a0a21808c">
+  <clipPath id="p5a3525ca7c">
    <rect x="291.6" y="1010.649057" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p970ccc6938">
+  <clipPath id="p4582b1c565">
    <rect x="104.4" y="1030.646038" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p7461a9f7e4">
+  <clipPath id="pf84bc03b47">
    <rect x="151.2" y="1030.646038" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p56b1a25d09">
+  <clipPath id="p8ab7413652">
    <rect x="198" y="1030.646038" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pbd3f48c64d">
+  <clipPath id="p95a1c0431b">
    <rect x="244.8" y="1030.646038" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p3b632f76ab">
+  <clipPath id="pa776fd39c4">
    <rect x="291.6" y="1030.646038" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p328e6d8af5">
+  <clipPath id="pfd02e8a17d">
    <rect x="57.6" y="1050.643019" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p172a76e8b3">
+  <clipPath id="p2bb4acd841">
    <rect x="104.4" y="1050.643019" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p507876b93e">
+  <clipPath id="p1cd027b998">
    <rect x="151.2" y="1050.643019" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p7b9cdec6be">
+  <clipPath id="p8ba26bc05c">
    <rect x="198" y="1050.643019" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p54c9825f9d">
+  <clipPath id="p326286e9c8">
    <rect x="244.8" y="1050.643019" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pee5f1b4052">
+  <clipPath id="p64eaf7adf0">
    <rect x="291.6" y="1050.643019" width="36" height="9.196981"/>
   </clipPath>
  </defs>
diff --git a/book/_build/html/_images/bernoulliCLTwCI.svg b/book/_build/html/_images/bernoulliCLTwCI.svg
index 5f89183..a4a8c0c 100644
--- a/book/_build/html/_images/bernoulliCLTwCI.svg
+++ b/book/_build/html/_images/bernoulliCLTwCI.svg
@@ -6,7 +6,7 @@
   <rdf:RDF xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:cc="http://creativecommons.org/ns#" xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#">
    <cc:Work>
     <dc:type rdf:resource="http://purl.org/dc/dcmitype/StillImage"/>
-    <dc:date>2024-03-23T19:43:59.452197</dc:date>
+    <dc:date>2024-03-23T19:49:11.977236</dc:date>
     <dc:format>image/svg+xml</dc:format>
     <dc:creator>
      <cc:Agent>
@@ -34,62 +34,62 @@ z
   <g id="axes_4"/>
   <g id="axes_5">
    <g id="patch_2">
-    <path d="M 198 15.921509 
-L 234 15.921509 
+    <path d="M 198 25.570909 
+L 234 25.570909 
 L 234 10.8 
 L 198 10.8 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_3">
-    <path d="M 199.636364 15.921509 
-L 216 15.921509 
-L 216 11.427835 
-L 199.636364 11.427835 
+    <path d="M 199.636364 25.570909 
+L 216 25.570909 
+L 216 13.222742 
+L 199.636364 13.222742 
 z
-" clip-path="url(#p2fb150abab)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p450ea6b8ea)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_4">
-    <path d="M 216 15.921509 
-L 232.363636 15.921509 
-L 232.363636 14.726988 
-L 216 14.726988 
+    <path d="M 216 25.570909 
+L 232.363636 25.570909 
+L 232.363636 22.288485 
+L 216 22.288485 
 z
-" clip-path="url(#p2fb150abab)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p450ea6b8ea)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_5">
-    <path d="M 198 14.954039 
-L 198 14.499937 
-L 234 14.499937 
-L 234 14.954039 
+    <path d="M 198 23.536313 
+L 198 21.040657 
+L 234 21.040657 
+L 234 23.536313 
 z
-" clip-path="url(#p2fb150abab)" style="fill: #ffe5cf"/>
+" clip-path="url(#p450ea6b8ea)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_1"/>
    <g id="matplotlib.axis_2"/>
    <g id="line2d_1">
-    <path d="M 198 14.726988 
-L 234 14.726988 
-" clip-path="url(#p2fb150abab)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 198 22.288485 
+L 234 22.288485 
+" clip-path="url(#p450ea6b8ea)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_2">
-    <path d="M 198 14.78387 
-L 234 14.78387 
-" clip-path="url(#p2fb150abab)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 198 22.444791 
+L 234 22.444791 
+" clip-path="url(#p450ea6b8ea)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_6">
-    <path d="M 198 15.921509 
+    <path d="M 198 25.570909 
 L 198 10.8 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_7">
-    <path d="M 234 15.921509 
+    <path d="M 234 25.570909 
 L 234 10.8 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_8">
-    <path d="M 198 15.921509 
-L 234 15.921509 
+    <path d="M 198 25.570909 
+L 234 25.570909 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_9">
@@ -99,7 +99,7 @@ L 234 10.8
    </g>
    <g id="text_1">
     <!-- $p=$0.2 -->
-    <g transform="translate(212.6 14.36387) scale(0.02 -0.02)">
+    <g transform="translate(212.6 22.024791) scale(0.02 -0.02)">
      <defs>
       <path id="DejaVuSans-Oblique-70" d="M 3175 2156 
 Q 3175 2616 2975 2859 
@@ -217,72 +217,72 @@ z
   <g id="axes_13"/>
   <g id="axes_14">
    <g id="patch_10">
-    <path d="M 198 31.843019 
-L 234 31.843019 
-L 234 26.721509 
-L 198 26.721509 
+    <path d="M 198 51.141818 
+L 234 51.141818 
+L 234 36.370909 
+L 198 36.370909 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_11">
-    <path d="M 199.636364 31.843019 
-L 216 31.843019 
-L 216 27.349344 
-L 199.636364 27.349344 
+    <path d="M 199.636364 51.141818 
+L 216 51.141818 
+L 216 38.793651 
+L 199.636364 38.793651 
 z
-" clip-path="url(#pfed8bd937c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p251bad500a)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_12">
-    <path d="M 216 31.843019 
-L 232.363636 31.843019 
-L 232.363636 30.648498 
-L 216 30.648498 
+    <path d="M 216 51.141818 
+L 232.363636 51.141818 
+L 232.363636 47.859394 
+L 216 47.859394 
 z
-" clip-path="url(#pfed8bd937c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p251bad500a)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_13">
-    <path d="M 198 30.875549 
-L 198 30.421447 
-L 234 30.421447 
-L 234 30.875549 
+    <path d="M 198 49.107222 
+L 198 46.611566 
+L 234 46.611566 
+L 234 49.107222 
 z
-" clip-path="url(#pfed8bd937c)" style="fill: #ffe5cf"/>
+" clip-path="url(#p251bad500a)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_3"/>
    <g id="matplotlib.axis_4"/>
    <g id="line2d_3">
-    <path d="M 198 30.648498 
-L 234 30.648498 
-" clip-path="url(#pfed8bd937c)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 198 47.859394 
+L 234 47.859394 
+" clip-path="url(#p251bad500a)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_4">
-    <path d="M 198 30.70538 
-L 234 30.70538 
-" clip-path="url(#pfed8bd937c)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 198 48.0157 
+L 234 48.0157 
+" clip-path="url(#p251bad500a)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_14">
-    <path d="M 198 31.843019 
-L 198 26.721509 
+    <path d="M 198 51.141818 
+L 198 36.370909 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_15">
-    <path d="M 234 31.843019 
-L 234 26.721509 
+    <path d="M 234 51.141818 
+L 234 36.370909 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_16">
-    <path d="M 198 31.843019 
-L 234 31.843019 
+    <path d="M 198 51.141818 
+L 234 51.141818 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_17">
-    <path d="M 198 26.721509 
-L 234 26.721509 
+    <path d="M 198 36.370909 
+L 234 36.370909 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_2">
     <!-- $p=$0.2 -->
-    <g transform="translate(212.6 30.28538) scale(0.02 -0.02)">
+    <g transform="translate(212.6 47.5957) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -301,72 +301,72 @@ L 234 26.721509
   <g id="axes_22"/>
   <g id="axes_23">
    <g id="patch_18">
-    <path d="M 198 47.764528 
-L 234 47.764528 
-L 234 42.643019 
-L 198 42.643019 
+    <path d="M 198 76.712727 
+L 234 76.712727 
+L 234 61.941818 
+L 198 61.941818 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_19">
-    <path d="M 199.636364 47.764528 
-L 216 47.764528 
-L 216 43.270853 
-L 199.636364 43.270853 
+    <path d="M 199.636364 76.712727 
+L 216 76.712727 
+L 216 64.36456 
+L 199.636364 64.36456 
 z
-" clip-path="url(#pffa06f6510)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p460f0873dc)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_20">
-    <path d="M 216 47.764528 
-L 232.363636 47.764528 
-L 232.363636 46.570007 
-L 216 46.570007 
+    <path d="M 216 76.712727 
+L 232.363636 76.712727 
+L 232.363636 73.430303 
+L 216 73.430303 
 z
-" clip-path="url(#pffa06f6510)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p460f0873dc)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_21">
-    <path d="M 198 46.797058 
-L 198 46.342956 
-L 234 46.342956 
-L 234 46.797058 
+    <path d="M 198 74.678131 
+L 198 72.182475 
+L 234 72.182475 
+L 234 74.678131 
 z
-" clip-path="url(#pffa06f6510)" style="fill: #ffe5cf"/>
+" clip-path="url(#p460f0873dc)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_5"/>
    <g id="matplotlib.axis_6"/>
    <g id="line2d_5">
-    <path d="M 198 46.570007 
-L 234 46.570007 
-" clip-path="url(#pffa06f6510)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 198 73.430303 
+L 234 73.430303 
+" clip-path="url(#p460f0873dc)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_6">
-    <path d="M 198 46.626889 
-L 234 46.626889 
-" clip-path="url(#pffa06f6510)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 198 73.586609 
+L 234 73.586609 
+" clip-path="url(#p460f0873dc)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_22">
-    <path d="M 198 47.764528 
-L 198 42.643019 
+    <path d="M 198 76.712727 
+L 198 61.941818 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_23">
-    <path d="M 234 47.764528 
-L 234 42.643019 
+    <path d="M 234 76.712727 
+L 234 61.941818 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_24">
-    <path d="M 198 47.764528 
-L 234 47.764528 
+    <path d="M 198 76.712727 
+L 234 76.712727 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_25">
-    <path d="M 198 42.643019 
-L 234 42.643019 
+    <path d="M 198 61.941818 
+L 234 61.941818 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_3">
     <!-- $p=$0.2 -->
-    <g transform="translate(212.6 46.206889) scale(0.02 -0.02)">
+    <g transform="translate(212.6 73.166609) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -385,72 +385,72 @@ L 234 42.643019
   <g id="axes_31"/>
   <g id="axes_32">
    <g id="patch_26">
-    <path d="M 198 63.686038 
-L 234 63.686038 
-L 234 58.564528 
-L 198 58.564528 
+    <path d="M 198 102.283636 
+L 234 102.283636 
+L 234 87.512727 
+L 198 87.512727 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_27">
-    <path d="M 199.636364 63.686038 
-L 216 63.686038 
-L 216 59.192363 
-L 199.636364 59.192363 
+    <path d="M 199.636364 102.283636 
+L 216 102.283636 
+L 216 89.935469 
+L 199.636364 89.935469 
 z
-" clip-path="url(#pe57fc1f40d)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pa753d5de16)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_28">
-    <path d="M 216 63.686038 
-L 232.363636 63.686038 
-L 232.363636 62.491517 
-L 216 62.491517 
+    <path d="M 216 102.283636 
+L 232.363636 102.283636 
+L 232.363636 99.001212 
+L 216 99.001212 
 z
-" clip-path="url(#pe57fc1f40d)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pa753d5de16)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_29">
-    <path d="M 198 62.718568 
-L 198 62.264465 
-L 234 62.264465 
-L 234 62.718568 
+    <path d="M 198 100.24904 
+L 198 97.753384 
+L 234 97.753384 
+L 234 100.24904 
 z
-" clip-path="url(#pe57fc1f40d)" style="fill: #ffe5cf"/>
+" clip-path="url(#pa753d5de16)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_7"/>
    <g id="matplotlib.axis_8"/>
    <g id="line2d_7">
-    <path d="M 198 62.491517 
-L 234 62.491517 
-" clip-path="url(#pe57fc1f40d)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 198 99.001212 
+L 234 99.001212 
+" clip-path="url(#pa753d5de16)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_8">
-    <path d="M 198 62.548399 
-L 234 62.548399 
-" clip-path="url(#pe57fc1f40d)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 198 99.157518 
+L 234 99.157518 
+" clip-path="url(#pa753d5de16)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_30">
-    <path d="M 198 63.686038 
-L 198 58.564528 
+    <path d="M 198 102.283636 
+L 198 87.512727 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_31">
-    <path d="M 234 63.686038 
-L 234 58.564528 
+    <path d="M 234 102.283636 
+L 234 87.512727 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_32">
-    <path d="M 198 63.686038 
-L 234 63.686038 
+    <path d="M 198 102.283636 
+L 234 102.283636 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_33">
-    <path d="M 198 58.564528 
-L 234 58.564528 
+    <path d="M 198 87.512727 
+L 234 87.512727 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_4">
     <!-- $p=$0.2 -->
-    <g transform="translate(212.6 62.128399) scale(0.02 -0.02)">
+    <g transform="translate(212.6 98.737518) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -469,72 +469,72 @@ L 234 58.564528
   <g id="axes_40"/>
   <g id="axes_41">
    <g id="patch_34">
-    <path d="M 198 79.607547 
-L 234 79.607547 
-L 234 74.486038 
-L 198 74.486038 
+    <path d="M 198 127.854545 
+L 234 127.854545 
+L 234 113.083636 
+L 198 113.083636 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_35">
-    <path d="M 199.636364 79.607547 
-L 216 79.607547 
-L 216 75.099652 
-L 199.636364 75.099652 
+    <path d="M 199.636364 127.854545 
+L 216 127.854545 
+L 216 115.506378 
+L 199.636364 115.506378 
 z
-" clip-path="url(#p775e36e9c3)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pf1b90b6c41)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_36">
-    <path d="M 216 79.607547 
-L 232.363636 79.607547 
-L 232.363636 78.427247 
-L 216 78.427247 
+    <path d="M 216 127.854545 
+L 232.363636 127.854545 
+L 232.363636 124.572121 
+L 216 124.572121 
 z
-" clip-path="url(#p775e36e9c3)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pf1b90b6c41)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_37">
-    <path d="M 198 78.653299 
-L 198 78.201194 
-L 234 78.201194 
-L 234 78.653299 
+    <path d="M 198 125.819949 
+L 198 123.324293 
+L 234 123.324293 
+L 234 125.819949 
 z
-" clip-path="url(#p775e36e9c3)" style="fill: #ffe5cf"/>
+" clip-path="url(#pf1b90b6c41)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_9"/>
    <g id="matplotlib.axis_10"/>
    <g id="line2d_9">
-    <path d="M 198 78.427247 
-L 234 78.427247 
-" clip-path="url(#p775e36e9c3)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 198 124.572121 
+L 234 124.572121 
+" clip-path="url(#pf1b90b6c41)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_10">
-    <path d="M 198 78.469908 
-L 234 78.469908 
-" clip-path="url(#p775e36e9c3)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 198 124.728427 
+L 234 124.728427 
+" clip-path="url(#pf1b90b6c41)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_38">
-    <path d="M 198 79.607547 
-L 198 74.486038 
+    <path d="M 198 127.854545 
+L 198 113.083636 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_39">
-    <path d="M 234 79.607547 
-L 234 74.486038 
+    <path d="M 234 127.854545 
+L 234 113.083636 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_40">
-    <path d="M 198 79.607547 
-L 234 79.607547 
+    <path d="M 198 127.854545 
+L 234 127.854545 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_41">
-    <path d="M 198 74.486038 
-L 234 74.486038 
+    <path d="M 198 113.083636 
+L 234 113.083636 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_5">
     <!-- $p=$0.2 -->
-    <g transform="translate(212.6 78.049908) scale(0.02 -0.02)">
+    <g transform="translate(212.6 124.308427) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -553,72 +553,72 @@ L 234 74.486038
   <g id="axes_49"/>
   <g id="axes_50">
    <g id="patch_42">
-    <path d="M 198 95.529057 
-L 234 95.529057 
-L 234 90.407547 
-L 198 90.407547 
+    <path d="M 198 153.425455 
+L 234 153.425455 
+L 234 138.654545 
+L 198 138.654545 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_43">
-    <path d="M 199.636364 95.529057 
-L 216 95.529057 
-L 216 91.021161 
-L 199.636364 91.021161 
+    <path d="M 199.636364 153.425455 
+L 216 153.425455 
+L 216 141.077287 
+L 199.636364 141.077287 
 z
-" clip-path="url(#p66b6da0401)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p7146bf5dfa)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_44">
-    <path d="M 216 95.529057 
-L 232.363636 95.529057 
-L 232.363636 94.348756 
-L 216 94.348756 
+    <path d="M 216 153.425455 
+L 232.363636 153.425455 
+L 232.363636 150.14303 
+L 216 150.14303 
 z
-" clip-path="url(#p66b6da0401)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p7146bf5dfa)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_45">
-    <path d="M 198 94.574808 
-L 198 94.122703 
-L 234 94.122703 
-L 234 94.574808 
+    <path d="M 198 151.390858 
+L 198 148.895202 
+L 234 148.895202 
+L 234 151.390858 
 z
-" clip-path="url(#p66b6da0401)" style="fill: #ffe5cf"/>
+" clip-path="url(#p7146bf5dfa)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_11"/>
    <g id="matplotlib.axis_12"/>
    <g id="line2d_11">
-    <path d="M 198 94.348756 
-L 234 94.348756 
-" clip-path="url(#p66b6da0401)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 198 150.14303 
+L 234 150.14303 
+" clip-path="url(#p7146bf5dfa)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_12">
-    <path d="M 198 94.391417 
-L 234 94.391417 
-" clip-path="url(#p66b6da0401)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 198 150.299336 
+L 234 150.299336 
+" clip-path="url(#p7146bf5dfa)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_46">
-    <path d="M 198 95.529057 
-L 198 90.407547 
+    <path d="M 198 153.425455 
+L 198 138.654545 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_47">
-    <path d="M 234 95.529057 
-L 234 90.407547 
+    <path d="M 234 153.425455 
+L 234 138.654545 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_48">
-    <path d="M 198 95.529057 
-L 234 95.529057 
+    <path d="M 198 153.425455 
+L 234 153.425455 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_49">
-    <path d="M 198 90.407547 
-L 234 90.407547 
+    <path d="M 198 138.654545 
+L 234 138.654545 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_6">
     <!-- $p=$0.2 -->
-    <g transform="translate(212.6 93.971417) scale(0.02 -0.02)">
+    <g transform="translate(212.6 149.879336) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -637,72 +637,72 @@ L 234 90.407547
   <g id="axes_58"/>
   <g id="axes_59">
    <g id="patch_50">
-    <path d="M 198 111.450566 
-L 234 111.450566 
-L 234 106.329057 
-L 198 106.329057 
+    <path d="M 198 178.996364 
+L 234 178.996364 
+L 234 164.225455 
+L 198 164.225455 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_51">
-    <path d="M 199.636364 111.450566 
-L 216 111.450566 
-L 216 106.942671 
-L 199.636364 106.942671 
+    <path d="M 199.636364 178.996364 
+L 216 178.996364 
+L 216 166.648196 
+L 199.636364 166.648196 
 z
-" clip-path="url(#pfa4365a0f2)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p58827f1132)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_52">
-    <path d="M 216 111.450566 
-L 232.363636 111.450566 
-L 232.363636 110.270265 
-L 216 110.270265 
+    <path d="M 216 178.996364 
+L 232.363636 178.996364 
+L 232.363636 175.713939 
+L 216 175.713939 
 z
-" clip-path="url(#pfa4365a0f2)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p58827f1132)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_53">
-    <path d="M 198 110.496318 
-L 198 110.044213 
-L 234 110.044213 
-L 234 110.496318 
+    <path d="M 198 176.961767 
+L 198 174.466112 
+L 234 174.466112 
+L 234 176.961767 
 z
-" clip-path="url(#pfa4365a0f2)" style="fill: #ffe5cf"/>
+" clip-path="url(#p58827f1132)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_13"/>
    <g id="matplotlib.axis_14"/>
    <g id="line2d_13">
-    <path d="M 198 110.270265 
-L 234 110.270265 
-" clip-path="url(#pfa4365a0f2)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 198 175.713939 
+L 234 175.713939 
+" clip-path="url(#p58827f1132)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_14">
-    <path d="M 198 110.312927 
-L 234 110.312927 
-" clip-path="url(#pfa4365a0f2)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 198 175.870245 
+L 234 175.870245 
+" clip-path="url(#p58827f1132)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_54">
-    <path d="M 198 111.450566 
-L 198 106.329057 
+    <path d="M 198 178.996364 
+L 198 164.225455 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_55">
-    <path d="M 234 111.450566 
-L 234 106.329057 
+    <path d="M 234 178.996364 
+L 234 164.225455 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_56">
-    <path d="M 198 111.450566 
-L 234 111.450566 
+    <path d="M 198 178.996364 
+L 234 178.996364 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_57">
-    <path d="M 198 106.329057 
-L 234 106.329057 
+    <path d="M 198 164.225455 
+L 234 164.225455 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_7">
     <!-- $p=$0.2 -->
-    <g transform="translate(212.6 109.892927) scale(0.02 -0.02)">
+    <g transform="translate(212.6 175.450245) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -721,72 +721,72 @@ L 234 106.329057
   <g id="axes_67"/>
   <g id="axes_68">
    <g id="patch_58">
-    <path d="M 198 127.372075 
-L 234 127.372075 
-L 234 122.250566 
-L 198 122.250566 
+    <path d="M 198 204.567273 
+L 234 204.567273 
+L 234 189.796364 
+L 198 189.796364 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_59">
-    <path d="M 199.636364 127.372075 
-L 216 127.372075 
-L 216 122.86418 
-L 199.636364 122.86418 
+    <path d="M 199.636364 204.567273 
+L 216 204.567273 
+L 216 192.219105 
+L 199.636364 192.219105 
 z
-" clip-path="url(#p00c9367d07)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pf5596afeb1)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_60">
-    <path d="M 216 127.372075 
-L 232.363636 127.372075 
-L 232.363636 126.191775 
-L 216 126.191775 
+    <path d="M 216 204.567273 
+L 232.363636 204.567273 
+L 232.363636 201.284848 
+L 216 201.284848 
 z
-" clip-path="url(#p00c9367d07)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pf5596afeb1)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_61">
-    <path d="M 198 126.417827 
-L 198 125.965722 
-L 234 125.965722 
-L 234 126.417827 
+    <path d="M 198 202.532676 
+L 198 200.037021 
+L 234 200.037021 
+L 234 202.532676 
 z
-" clip-path="url(#p00c9367d07)" style="fill: #ffe5cf"/>
+" clip-path="url(#pf5596afeb1)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_15"/>
    <g id="matplotlib.axis_16"/>
    <g id="line2d_15">
-    <path d="M 198 126.191775 
-L 234 126.191775 
-" clip-path="url(#p00c9367d07)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 198 201.284848 
+L 234 201.284848 
+" clip-path="url(#pf5596afeb1)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_16">
-    <path d="M 198 126.234436 
-L 234 126.234436 
-" clip-path="url(#p00c9367d07)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 198 201.441154 
+L 234 201.441154 
+" clip-path="url(#pf5596afeb1)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_62">
-    <path d="M 198 127.372075 
-L 198 122.250566 
+    <path d="M 198 204.567273 
+L 198 189.796364 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_63">
-    <path d="M 234 127.372075 
-L 234 122.250566 
+    <path d="M 234 204.567273 
+L 234 189.796364 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_64">
-    <path d="M 198 127.372075 
-L 234 127.372075 
+    <path d="M 198 204.567273 
+L 234 204.567273 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_65">
-    <path d="M 198 122.250566 
-L 234 122.250566 
+    <path d="M 198 189.796364 
+L 234 189.796364 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_8">
     <!-- $p=$0.2 -->
-    <g transform="translate(212.6 125.814436) scale(0.02 -0.02)">
+    <g transform="translate(212.6 201.021154) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -805,72 +805,72 @@ L 234 122.250566
   <g id="axes_76"/>
   <g id="axes_77">
    <g id="patch_66">
-    <path d="M 198 143.293585 
-L 234 143.293585 
-L 234 138.172075 
-L 198 138.172075 
+    <path d="M 198 230.138182 
+L 234 230.138182 
+L 234 215.367273 
+L 198 215.367273 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_67">
-    <path d="M 199.636364 143.293585 
-L 216 143.293585 
-L 216 138.78569 
-L 199.636364 138.78569 
+    <path d="M 199.636364 230.138182 
+L 216 230.138182 
+L 216 217.790014 
+L 199.636364 217.790014 
 z
-" clip-path="url(#p65632a31c3)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p85377cdc95)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_68">
-    <path d="M 216 143.293585 
-L 232.363636 143.293585 
-L 232.363636 142.113284 
-L 216 142.113284 
+    <path d="M 216 230.138182 
+L 232.363636 230.138182 
+L 232.363636 226.855758 
+L 216 226.855758 
 z
-" clip-path="url(#p65632a31c3)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p85377cdc95)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_69">
-    <path d="M 198 142.339337 
-L 198 141.887232 
-L 234 141.887232 
-L 234 142.339337 
+    <path d="M 198 228.103585 
+L 198 225.60793 
+L 234 225.60793 
+L 234 228.103585 
 z
-" clip-path="url(#p65632a31c3)" style="fill: #ffe5cf"/>
+" clip-path="url(#p85377cdc95)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_17"/>
    <g id="matplotlib.axis_18"/>
    <g id="line2d_17">
-    <path d="M 198 142.113284 
-L 234 142.113284 
-" clip-path="url(#p65632a31c3)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 198 226.855758 
+L 234 226.855758 
+" clip-path="url(#p85377cdc95)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_18">
-    <path d="M 198 142.155946 
-L 234 142.155946 
-" clip-path="url(#p65632a31c3)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 198 227.012063 
+L 234 227.012063 
+" clip-path="url(#p85377cdc95)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_70">
-    <path d="M 198 143.293585 
-L 198 138.172075 
+    <path d="M 198 230.138182 
+L 198 215.367273 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_71">
-    <path d="M 234 143.293585 
-L 234 138.172075 
+    <path d="M 234 230.138182 
+L 234 215.367273 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_72">
-    <path d="M 198 143.293585 
-L 234 143.293585 
+    <path d="M 198 230.138182 
+L 234 230.138182 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_73">
-    <path d="M 198 138.172075 
-L 234 138.172075 
+    <path d="M 198 215.367273 
+L 234 215.367273 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_9">
     <!-- $p=$0.2 -->
-    <g transform="translate(212.6 141.735946) scale(0.02 -0.02)">
+    <g transform="translate(212.6 226.592063) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -889,72 +889,72 @@ L 234 138.172075
   <g id="axes_85"/>
   <g id="axes_86">
    <g id="patch_74">
-    <path d="M 198 159.215094 
-L 234 159.215094 
-L 234 154.093585 
-L 198 154.093585 
+    <path d="M 198 255.709091 
+L 234 255.709091 
+L 234 240.938182 
+L 198 240.938182 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_75">
-    <path d="M 199.636364 159.215094 
-L 216 159.215094 
-L 216 154.707199 
-L 199.636364 154.707199 
+    <path d="M 199.636364 255.709091 
+L 216 255.709091 
+L 216 243.360924 
+L 199.636364 243.360924 
 z
-" clip-path="url(#pdd5fa60875)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p8c2723d615)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_76">
-    <path d="M 216 159.215094 
-L 232.363636 159.215094 
-L 232.363636 158.034794 
-L 216 158.034794 
+    <path d="M 216 255.709091 
+L 232.363636 255.709091 
+L 232.363636 252.426667 
+L 216 252.426667 
 z
-" clip-path="url(#pdd5fa60875)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p8c2723d615)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_77">
-    <path d="M 198 158.260846 
-L 198 157.808741 
-L 234 157.808741 
-L 234 158.260846 
+    <path d="M 198 253.674495 
+L 198 251.178839 
+L 234 251.178839 
+L 234 253.674495 
 z
-" clip-path="url(#pdd5fa60875)" style="fill: #ffe5cf"/>
+" clip-path="url(#p8c2723d615)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_19"/>
    <g id="matplotlib.axis_20"/>
    <g id="line2d_19">
-    <path d="M 198 158.034794 
-L 234 158.034794 
-" clip-path="url(#pdd5fa60875)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 198 252.426667 
+L 234 252.426667 
+" clip-path="url(#p8c2723d615)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_20">
-    <path d="M 198 158.077455 
-L 234 158.077455 
-" clip-path="url(#pdd5fa60875)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 198 252.582973 
+L 234 252.582973 
+" clip-path="url(#p8c2723d615)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_78">
-    <path d="M 198 159.215094 
-L 198 154.093585 
+    <path d="M 198 255.709091 
+L 198 240.938182 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_79">
-    <path d="M 234 159.215094 
-L 234 154.093585 
+    <path d="M 234 255.709091 
+L 234 240.938182 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_80">
-    <path d="M 198 159.215094 
-L 234 159.215094 
+    <path d="M 198 255.709091 
+L 234 255.709091 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_81">
-    <path d="M 198 154.093585 
-L 234 154.093585 
+    <path d="M 198 240.938182 
+L 234 240.938182 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_10">
     <!-- $p=$0.2 -->
-    <g transform="translate(212.6 157.657455) scale(0.02 -0.02)">
+    <g transform="translate(212.6 252.162973) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -973,72 +973,72 @@ L 234 154.093585
   <g id="axes_94"/>
   <g id="axes_95">
    <g id="patch_82">
-    <path d="M 198 175.136604 
-L 234 175.136604 
-L 234 170.015094 
-L 198 170.015094 
+    <path d="M 198 281.28 
+L 234 281.28 
+L 234 266.509091 
+L 198 266.509091 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_83">
-    <path d="M 199.636364 175.136604 
-L 216 175.136604 
-L 216 170.628708 
-L 199.636364 170.628708 
+    <path d="M 199.636364 281.28 
+L 216 281.28 
+L 216 268.931833 
+L 199.636364 268.931833 
 z
-" clip-path="url(#pe8694cf0df)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p30795d8e2e)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_84">
-    <path d="M 216 175.136604 
-L 232.363636 175.136604 
-L 232.363636 173.956303 
-L 216 173.956303 
+    <path d="M 216 281.28 
+L 232.363636 281.28 
+L 232.363636 277.997576 
+L 216 277.997576 
 z
-" clip-path="url(#pe8694cf0df)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p30795d8e2e)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_85">
-    <path d="M 198 174.182356 
-L 198 173.730251 
-L 234 173.730251 
-L 234 174.182356 
+    <path d="M 198 279.245404 
+L 198 276.749748 
+L 234 276.749748 
+L 234 279.245404 
 z
-" clip-path="url(#pe8694cf0df)" style="fill: #ffe5cf"/>
+" clip-path="url(#p30795d8e2e)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_21"/>
    <g id="matplotlib.axis_22"/>
    <g id="line2d_21">
-    <path d="M 198 173.956303 
-L 234 173.956303 
-" clip-path="url(#pe8694cf0df)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 198 277.997576 
+L 234 277.997576 
+" clip-path="url(#p30795d8e2e)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_22">
-    <path d="M 198 173.998965 
-L 234 173.998965 
-" clip-path="url(#pe8694cf0df)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 198 278.153882 
+L 234 278.153882 
+" clip-path="url(#p30795d8e2e)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_86">
-    <path d="M 198 175.136604 
-L 198 170.015094 
+    <path d="M 198 281.28 
+L 198 266.509091 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_87">
-    <path d="M 234 175.136604 
-L 234 170.015094 
+    <path d="M 234 281.28 
+L 234 266.509091 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_88">
-    <path d="M 198 175.136604 
-L 234 175.136604 
+    <path d="M 198 281.28 
+L 234 281.28 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_89">
-    <path d="M 198 170.015094 
-L 234 170.015094 
+    <path d="M 198 266.509091 
+L 234 266.509091 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_11">
     <!-- $p=$0.2 -->
-    <g transform="translate(212.6 173.578965) scale(0.02 -0.02)">
+    <g transform="translate(212.6 277.733882) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -1057,72 +1057,72 @@ L 234 170.015094
   <g id="axes_103"/>
   <g id="axes_104">
    <g id="patch_90">
-    <path d="M 198 191.058113 
-L 234 191.058113 
-L 234 185.936604 
-L 198 185.936604 
+    <path d="M 198 306.850909 
+L 234 306.850909 
+L 234 292.08 
+L 198 292.08 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_91">
-    <path d="M 199.636364 191.058113 
-L 216 191.058113 
-L 216 186.550218 
-L 199.636364 186.550218 
+    <path d="M 199.636364 306.850909 
+L 216 306.850909 
+L 216 294.502742 
+L 199.636364 294.502742 
 z
-" clip-path="url(#pe73ca9ca12)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p25d5b2b308)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_92">
-    <path d="M 216 191.058113 
-L 232.363636 191.058113 
-L 232.363636 189.877813 
-L 216 189.877813 
+    <path d="M 216 306.850909 
+L 232.363636 306.850909 
+L 232.363636 303.568485 
+L 216 303.568485 
 z
-" clip-path="url(#pe73ca9ca12)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p25d5b2b308)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_93">
-    <path d="M 198 190.103865 
-L 198 189.65176 
-L 234 189.65176 
-L 234 190.103865 
+    <path d="M 198 304.816313 
+L 198 302.320657 
+L 234 302.320657 
+L 234 304.816313 
 z
-" clip-path="url(#pe73ca9ca12)" style="fill: #ffe5cf"/>
+" clip-path="url(#p25d5b2b308)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_23"/>
    <g id="matplotlib.axis_24"/>
    <g id="line2d_23">
-    <path d="M 198 189.877813 
-L 234 189.877813 
-" clip-path="url(#pe73ca9ca12)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 198 303.568485 
+L 234 303.568485 
+" clip-path="url(#p25d5b2b308)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_24">
-    <path d="M 198 189.920474 
-L 234 189.920474 
-" clip-path="url(#pe73ca9ca12)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 198 303.724791 
+L 234 303.724791 
+" clip-path="url(#p25d5b2b308)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_94">
-    <path d="M 198 191.058113 
-L 198 185.936604 
+    <path d="M 198 306.850909 
+L 198 292.08 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_95">
-    <path d="M 234 191.058113 
-L 234 185.936604 
+    <path d="M 234 306.850909 
+L 234 292.08 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_96">
-    <path d="M 198 191.058113 
-L 234 191.058113 
+    <path d="M 198 306.850909 
+L 234 306.850909 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_97">
-    <path d="M 198 185.936604 
-L 234 185.936604 
+    <path d="M 198 292.08 
+L 234 292.08 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_12">
     <!-- $p=$0.2 -->
-    <g transform="translate(212.6 189.500474) scale(0.02 -0.02)">
+    <g transform="translate(212.6 303.304791) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -1141,72 +1141,72 @@ L 234 185.936604
   <g id="axes_112"/>
   <g id="axes_113">
    <g id="patch_98">
-    <path d="M 198 206.979623 
-L 234 206.979623 
-L 234 201.858113 
-L 198 201.858113 
+    <path d="M 198 332.421818 
+L 234 332.421818 
+L 234 317.650909 
+L 198 317.650909 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_99">
-    <path d="M 199.636364 206.979623 
-L 216 206.979623 
-L 216 202.471727 
-L 199.636364 202.471727 
+    <path d="M 199.636364 332.421818 
+L 216 332.421818 
+L 216 319.917345 
+L 199.636364 319.917345 
 z
-" clip-path="url(#pfcebd032a9)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p4ec63535bf)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_100">
-    <path d="M 216 206.979623 
-L 232.363636 206.979623 
-L 232.363636 205.799322 
-L 216 205.799322 
+    <path d="M 216 332.421818 
+L 232.363636 332.421818 
+L 232.363636 329.2957 
+L 216 329.2957 
 z
-" clip-path="url(#pfcebd032a9)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p4ec63535bf)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_101">
-    <path d="M 198 206.025374 
-L 198 205.573269 
-L 234 205.573269 
-L 234 206.025374 
+    <path d="M 198 330.521138 
+L 198 328.070261 
+L 234 328.070261 
+L 234 330.521138 
 z
-" clip-path="url(#pfcebd032a9)" style="fill: #ffe5cf"/>
+" clip-path="url(#p4ec63535bf)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_25"/>
    <g id="matplotlib.axis_26"/>
    <g id="line2d_25">
-    <path d="M 198 205.799322 
-L 234 205.799322 
-" clip-path="url(#pfcebd032a9)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 198 329.2957 
+L 234 329.2957 
+" clip-path="url(#p4ec63535bf)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_26">
-    <path d="M 198 205.841983 
-L 234 205.841983 
-" clip-path="url(#pfcebd032a9)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 198 329.2957 
+L 234 329.2957 
+" clip-path="url(#p4ec63535bf)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_102">
-    <path d="M 198 206.979623 
-L 198 201.858113 
+    <path d="M 198 332.421818 
+L 198 317.650909 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_103">
-    <path d="M 234 206.979623 
-L 234 201.858113 
+    <path d="M 234 332.421818 
+L 234 317.650909 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_104">
-    <path d="M 198 206.979623 
-L 234 206.979623 
+    <path d="M 198 332.421818 
+L 234 332.421818 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_105">
-    <path d="M 198 201.858113 
-L 234 201.858113 
+    <path d="M 198 317.650909 
+L 234 317.650909 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_13">
     <!-- $p=$0.2 -->
-    <g transform="translate(212.6 205.421983) scale(0.02 -0.02)">
+    <g transform="translate(212.6 328.8757) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -1225,72 +1225,72 @@ L 234 201.858113
   <g id="axes_121"/>
   <g id="axes_122">
    <g id="patch_106">
-    <path d="M 198 222.901132 
-L 234 222.901132 
-L 234 217.779623 
-L 198 217.779623 
+    <path d="M 198 357.992727 
+L 234 357.992727 
+L 234 343.221818 
+L 198 343.221818 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_107">
-    <path d="M 199.636364 222.901132 
-L 216 222.901132 
-L 216 218.379016 
-L 199.636364 218.379016 
+    <path d="M 199.636364 357.992727 
+L 216 357.992727 
+L 216 345.488254 
+L 199.636364 345.488254 
 z
-" clip-path="url(#pd59a5db9f2)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p7d8e7300fd)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_108">
-    <path d="M 216 222.901132 
-L 232.363636 222.901132 
-L 232.363636 221.735052 
-L 216 221.735052 
+    <path d="M 216 357.992727 
+L 232.363636 357.992727 
+L 232.363636 354.866609 
+L 216 354.866609 
 z
-" clip-path="url(#pd59a5db9f2)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p7d8e7300fd)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_109">
-    <path d="M 198 221.960093 
-L 198 221.510011 
-L 234 221.510011 
-L 234 221.960093 
+    <path d="M 198 356.092047 
+L 198 353.641171 
+L 234 353.641171 
+L 234 356.092047 
 z
-" clip-path="url(#pd59a5db9f2)" style="fill: #ffe5cf"/>
+" clip-path="url(#p7d8e7300fd)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_27"/>
    <g id="matplotlib.axis_28"/>
    <g id="line2d_27">
-    <path d="M 198 221.735052 
-L 234 221.735052 
-" clip-path="url(#pd59a5db9f2)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 198 354.866609 
+L 234 354.866609 
+" clip-path="url(#p7d8e7300fd)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_28">
-    <path d="M 198 221.763493 
-L 234 221.763493 
-" clip-path="url(#pd59a5db9f2)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 198 354.866609 
+L 234 354.866609 
+" clip-path="url(#p7d8e7300fd)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_110">
-    <path d="M 198 222.901132 
-L 198 217.779623 
+    <path d="M 198 357.992727 
+L 198 343.221818 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_111">
-    <path d="M 234 222.901132 
-L 234 217.779623 
+    <path d="M 234 357.992727 
+L 234 343.221818 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_112">
-    <path d="M 198 222.901132 
-L 234 222.901132 
+    <path d="M 198 357.992727 
+L 234 357.992727 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_113">
-    <path d="M 198 217.779623 
-L 234 217.779623 
+    <path d="M 198 343.221818 
+L 234 343.221818 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_14">
     <!-- $p=$0.2 -->
-    <g transform="translate(212.6 221.343493) scale(0.02 -0.02)">
+    <g transform="translate(212.6 354.446609) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -1309,72 +1309,72 @@ L 234 217.779623
   <g id="axes_130"/>
   <g id="axes_131">
    <g id="patch_114">
-    <path d="M 198 238.822642 
-L 234 238.822642 
-L 234 233.701132 
-L 198 233.701132 
+    <path d="M 198 383.563636 
+L 234 383.563636 
+L 234 368.792727 
+L 198 368.792727 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_115">
-    <path d="M 199.636364 238.822642 
-L 216 238.822642 
-L 216 234.300526 
-L 199.636364 234.300526 
+    <path d="M 199.636364 383.563636 
+L 216 383.563636 
+L 216 371.059163 
+L 199.636364 371.059163 
 z
-" clip-path="url(#pce51b869d7)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p0fff57a20e)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_116">
-    <path d="M 216 238.822642 
-L 232.363636 238.822642 
-L 232.363636 237.656561 
-L 216 237.656561 
+    <path d="M 216 383.563636 
+L 232.363636 383.563636 
+L 232.363636 380.437518 
+L 216 380.437518 
 z
-" clip-path="url(#pce51b869d7)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p0fff57a20e)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_117">
-    <path d="M 198 237.881602 
-L 198 237.431521 
-L 234 237.431521 
-L 234 237.881602 
+    <path d="M 198 381.662956 
+L 198 379.21208 
+L 234 379.21208 
+L 234 381.662956 
 z
-" clip-path="url(#pce51b869d7)" style="fill: #ffe5cf"/>
+" clip-path="url(#p0fff57a20e)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_29"/>
    <g id="matplotlib.axis_30"/>
    <g id="line2d_29">
-    <path d="M 198 237.656561 
-L 234 237.656561 
-" clip-path="url(#pce51b869d7)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 198 380.437518 
+L 234 380.437518 
+" clip-path="url(#p0fff57a20e)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_30">
-    <path d="M 198 237.685002 
-L 234 237.685002 
-" clip-path="url(#pce51b869d7)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 198 380.437518 
+L 234 380.437518 
+" clip-path="url(#p0fff57a20e)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_118">
-    <path d="M 198 238.822642 
-L 198 233.701132 
+    <path d="M 198 383.563636 
+L 198 368.792727 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_119">
-    <path d="M 234 238.822642 
-L 234 233.701132 
+    <path d="M 234 383.563636 
+L 234 368.792727 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_120">
-    <path d="M 198 238.822642 
-L 234 238.822642 
+    <path d="M 198 383.563636 
+L 234 383.563636 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_121">
-    <path d="M 198 233.701132 
-L 234 233.701132 
+    <path d="M 198 368.792727 
+L 234 368.792727 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_15">
     <!-- $p=$0.2 -->
-    <g transform="translate(212.6 237.265002) scale(0.02 -0.02)">
+    <g transform="translate(212.6 380.017518) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -1389,76 +1389,74 @@ L 234 233.701132
   <g id="axes_135"/>
   <g id="axes_136"/>
   <g id="axes_137"/>
-  <g id="axes_138"/>
-  <g id="axes_139"/>
-  <g id="axes_140">
+  <g id="axes_138">
    <g id="patch_122">
-    <path d="M 198 254.744151 
-L 234 254.744151 
-L 234 249.622642 
-L 198 249.622642 
+    <path d="M 104.4 409.134545 
+L 140.4 409.134545 
+L 140.4 394.363636 
+L 104.4 394.363636 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_123">
-    <path d="M 199.636364 254.744151 
-L 216 254.744151 
-L 216 250.222035 
-L 199.636364 250.222035 
+    <path d="M 106.036364 409.134545 
+L 122.4 409.134545 
+L 122.4 396.004848 
+L 106.036364 396.004848 
 z
-" clip-path="url(#p7cbad718f7)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pda1254ca5c)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_124">
-    <path d="M 216 254.744151 
-L 232.363636 254.744151 
-L 232.363636 253.578071 
-L 216 253.578071 
+    <path d="M 122.4 409.134545 
+L 138.763636 409.134545 
+L 138.763636 406.633651 
+L 122.4 406.633651 
 z
-" clip-path="url(#p7cbad718f7)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pda1254ca5c)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_125">
-    <path d="M 198 253.803111 
-L 198 253.35303 
-L 234 253.35303 
-L 234 253.803111 
+    <path d="M 104.4 407.756784 
+L 104.4 405.510518 
+L 140.4 405.510518 
+L 140.4 407.756784 
 z
-" clip-path="url(#p7cbad718f7)" style="fill: #ffe5cf"/>
+" clip-path="url(#pda1254ca5c)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_31"/>
    <g id="matplotlib.axis_32"/>
    <g id="line2d_31">
-    <path d="M 198 253.578071 
-L 234 253.578071 
-" clip-path="url(#p7cbad718f7)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 104.4 406.633651 
+L 140.4 406.633651 
+" clip-path="url(#pda1254ca5c)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_32">
-    <path d="M 198 253.606512 
-L 234 253.606512 
-" clip-path="url(#p7cbad718f7)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 104.4 406.008427 
+L 140.4 406.008427 
+" clip-path="url(#pda1254ca5c)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_126">
-    <path d="M 198 254.744151 
-L 198 249.622642 
+    <path d="M 104.4 409.134545 
+L 104.4 394.363636 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_127">
-    <path d="M 234 254.744151 
-L 234 249.622642 
+    <path d="M 140.4 409.134545 
+L 140.4 394.363636 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_128">
-    <path d="M 198 254.744151 
-L 234 254.744151 
+    <path d="M 104.4 409.134545 
+L 140.4 409.134545 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_129">
-    <path d="M 198 249.622642 
-L 234 249.622642 
+    <path d="M 104.4 394.363636 
+L 140.4 394.363636 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_16">
     <!-- $p=$0.2 -->
-    <g transform="translate(212.6 253.186512) scale(0.02 -0.02)">
+    <g transform="translate(119 405.588427) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -1467,82 +1465,75 @@ L 234 249.622642
     </g>
    </g>
   </g>
-  <g id="axes_141"/>
-  <g id="axes_142"/>
-  <g id="axes_143"/>
-  <g id="axes_144"/>
-  <g id="axes_145"/>
-  <g id="axes_146"/>
-  <g id="axes_147"/>
-  <g id="axes_148"/>
-  <g id="axes_149">
+  <g id="axes_139"/>
+  <g id="axes_140">
    <g id="patch_130">
-    <path d="M 198 270.66566 
-L 234 270.66566 
-L 234 265.544151 
-L 198 265.544151 
+    <path d="M 198 409.134545 
+L 234 409.134545 
+L 234 394.363636 
+L 198 394.363636 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_131">
-    <path d="M 199.636364 270.66566 
-L 216 270.66566 
-L 216 266.143545 
-L 199.636364 266.143545 
+    <path d="M 199.636364 409.134545 
+L 216 409.134545 
+L 216 396.630072 
+L 199.636364 396.630072 
 z
-" clip-path="url(#pf29a5dce57)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p54d5b1cd3f)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_132">
-    <path d="M 216 270.66566 
-L 232.363636 270.66566 
-L 232.363636 269.49958 
-L 216 269.49958 
+    <path d="M 216 409.134545 
+L 232.363636 409.134545 
+L 232.363636 406.008427 
+L 216 406.008427 
 z
-" clip-path="url(#pf29a5dce57)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p54d5b1cd3f)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_133">
-    <path d="M 198 269.724621 
-L 198 269.274539 
-L 234 269.274539 
-L 234 269.724621 
+    <path d="M 198 407.233866 
+L 198 404.782989 
+L 234 404.782989 
+L 234 407.233866 
 z
-" clip-path="url(#pf29a5dce57)" style="fill: #ffe5cf"/>
+" clip-path="url(#p54d5b1cd3f)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_33"/>
    <g id="matplotlib.axis_34"/>
    <g id="line2d_33">
-    <path d="M 198 269.49958 
-L 234 269.49958 
-" clip-path="url(#pf29a5dce57)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 198 406.008427 
+L 234 406.008427 
+" clip-path="url(#p54d5b1cd3f)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_34">
-    <path d="M 198 269.528021 
-L 234 269.528021 
-" clip-path="url(#pf29a5dce57)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 198 406.008427 
+L 234 406.008427 
+" clip-path="url(#p54d5b1cd3f)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_134">
-    <path d="M 198 270.66566 
-L 198 265.544151 
+    <path d="M 198 409.134545 
+L 198 394.363636 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_135">
-    <path d="M 234 270.66566 
-L 234 265.544151 
+    <path d="M 234 409.134545 
+L 234 394.363636 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_136">
-    <path d="M 198 270.66566 
-L 234 270.66566 
+    <path d="M 198 409.134545 
+L 234 409.134545 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_137">
-    <path d="M 198 265.544151 
-L 234 265.544151 
+    <path d="M 198 394.363636 
+L 234 394.363636 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_17">
     <!-- $p=$0.2 -->
-    <g transform="translate(212.6 269.108021) scale(0.02 -0.02)">
+    <g transform="translate(212.6 405.588427) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -1551,82 +1542,80 @@ L 234 265.544151
     </g>
    </g>
   </g>
-  <g id="axes_150"/>
-  <g id="axes_151"/>
-  <g id="axes_152"/>
-  <g id="axes_153"/>
-  <g id="axes_154"/>
-  <g id="axes_155"/>
-  <g id="axes_156"/>
-  <g id="axes_157"/>
-  <g id="axes_158">
+  <g id="axes_141"/>
+  <g id="axes_142"/>
+  <g id="axes_143"/>
+  <g id="axes_144"/>
+  <g id="axes_145"/>
+  <g id="axes_146"/>
+  <g id="axes_147">
    <g id="patch_138">
-    <path d="M 198 286.58717 
-L 234 286.58717 
-L 234 281.46566 
-L 198 281.46566 
+    <path d="M 104.4 434.705455 
+L 140.4 434.705455 
+L 140.4 419.934545 
+L 104.4 419.934545 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_139">
-    <path d="M 199.636364 286.58717 
-L 216 286.58717 
-L 216 282.065054 
-L 199.636364 282.065054 
+    <path d="M 106.036364 434.705455 
+L 122.4 434.705455 
+L 122.4 421.575758 
+L 106.036364 421.575758 
 z
-" clip-path="url(#p1cc3336841)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pdb5cc27f2f)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_140">
-    <path d="M 216 286.58717 
-L 232.363636 286.58717 
-L 232.363636 285.42109 
-L 216 285.42109 
+    <path d="M 122.4 434.705455 
+L 138.763636 434.705455 
+L 138.763636 432.20456 
+L 122.4 432.20456 
 z
-" clip-path="url(#p1cc3336841)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pdb5cc27f2f)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_141">
-    <path d="M 198 285.64613 
-L 198 285.196049 
-L 234 285.196049 
-L 234 285.64613 
+    <path d="M 104.4 433.327693 
+L 104.4 431.081427 
+L 140.4 431.081427 
+L 140.4 433.327693 
 z
-" clip-path="url(#p1cc3336841)" style="fill: #ffe5cf"/>
+" clip-path="url(#pdb5cc27f2f)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_35"/>
    <g id="matplotlib.axis_36"/>
    <g id="line2d_35">
-    <path d="M 198 285.42109 
-L 234 285.42109 
-" clip-path="url(#p1cc3336841)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 104.4 432.20456 
+L 140.4 432.20456 
+" clip-path="url(#pdb5cc27f2f)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_36">
-    <path d="M 198 285.449531 
-L 234 285.449531 
-" clip-path="url(#p1cc3336841)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 104.4 431.579336 
+L 140.4 431.579336 
+" clip-path="url(#pdb5cc27f2f)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_142">
-    <path d="M 198 286.58717 
-L 198 281.46566 
+    <path d="M 104.4 434.705455 
+L 104.4 419.934545 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_143">
-    <path d="M 234 286.58717 
-L 234 281.46566 
+    <path d="M 140.4 434.705455 
+L 140.4 419.934545 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_144">
-    <path d="M 198 286.58717 
-L 234 286.58717 
+    <path d="M 104.4 434.705455 
+L 140.4 434.705455 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_145">
-    <path d="M 198 281.46566 
-L 234 281.46566 
+    <path d="M 104.4 419.934545 
+L 140.4 419.934545 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_18">
     <!-- $p=$0.2 -->
-    <g transform="translate(212.6 285.029531) scale(0.02 -0.02)">
+    <g transform="translate(119 431.159336) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -1635,82 +1624,75 @@ L 234 281.46566
     </g>
    </g>
   </g>
-  <g id="axes_159"/>
-  <g id="axes_160"/>
-  <g id="axes_161"/>
-  <g id="axes_162"/>
-  <g id="axes_163"/>
-  <g id="axes_164"/>
-  <g id="axes_165"/>
-  <g id="axes_166"/>
-  <g id="axes_167">
+  <g id="axes_148"/>
+  <g id="axes_149">
    <g id="patch_146">
-    <path d="M 198 302.508679 
-L 234 302.508679 
-L 234 297.38717 
-L 198 297.38717 
+    <path d="M 198 434.705455 
+L 234 434.705455 
+L 234 419.934545 
+L 198 419.934545 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_147">
-    <path d="M 199.636364 302.508679 
-L 216 302.508679 
-L 216 297.972343 
-L 199.636364 297.972343 
+    <path d="M 199.636364 434.705455 
+L 216 434.705455 
+L 216 422.200981 
+L 199.636364 422.200981 
 z
-" clip-path="url(#p2dcfc5b5ae)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p63f6d45903)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_148">
-    <path d="M 216 302.508679 
-L 232.363636 302.508679 
-L 232.363636 301.35682 
-L 216 301.35682 
+    <path d="M 216 434.705455 
+L 232.363636 434.705455 
+L 232.363636 431.579336 
+L 216 431.579336 
 z
-" clip-path="url(#p2dcfc5b5ae)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p63f6d45903)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_149">
-    <path d="M 198 301.580835 
-L 198 301.132804 
-L 234 301.132804 
-L 234 301.580835 
+    <path d="M 198 432.804775 
+L 198 430.353898 
+L 234 430.353898 
+L 234 432.804775 
 z
-" clip-path="url(#p2dcfc5b5ae)" style="fill: #ffe5cf"/>
+" clip-path="url(#p63f6d45903)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_37"/>
    <g id="matplotlib.axis_38"/>
    <g id="line2d_37">
-    <path d="M 198 301.35682 
-L 234 301.35682 
-" clip-path="url(#p2dcfc5b5ae)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 198 431.579336 
+L 234 431.579336 
+" clip-path="url(#p63f6d45903)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_38">
-    <path d="M 198 301.37104 
-L 234 301.37104 
-" clip-path="url(#p2dcfc5b5ae)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 198 431.579336 
+L 234 431.579336 
+" clip-path="url(#p63f6d45903)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_150">
-    <path d="M 198 302.508679 
-L 198 297.38717 
+    <path d="M 198 434.705455 
+L 198 419.934545 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_151">
-    <path d="M 234 302.508679 
-L 234 297.38717 
+    <path d="M 234 434.705455 
+L 234 419.934545 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_152">
-    <path d="M 198 302.508679 
-L 234 302.508679 
+    <path d="M 198 434.705455 
+L 234 434.705455 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_153">
-    <path d="M 198 297.38717 
-L 234 297.38717 
+    <path d="M 198 419.934545 
+L 234 419.934545 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_19">
     <!-- $p=$0.2 -->
-    <g transform="translate(212.6 300.95104) scale(0.02 -0.02)">
+    <g transform="translate(212.6 431.159336) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -1719,82 +1701,80 @@ L 234 297.38717
     </g>
    </g>
   </g>
-  <g id="axes_168"/>
-  <g id="axes_169"/>
-  <g id="axes_170"/>
-  <g id="axes_171"/>
-  <g id="axes_172"/>
-  <g id="axes_173"/>
-  <g id="axes_174"/>
-  <g id="axes_175"/>
-  <g id="axes_176">
+  <g id="axes_150"/>
+  <g id="axes_151"/>
+  <g id="axes_152"/>
+  <g id="axes_153"/>
+  <g id="axes_154"/>
+  <g id="axes_155"/>
+  <g id="axes_156">
    <g id="patch_154">
-    <path d="M 198 318.430189 
-L 234 318.430189 
-L 234 313.308679 
-L 198 313.308679 
+    <path d="M 104.4 460.276364 
+L 140.4 460.276364 
+L 140.4 445.505455 
+L 104.4 445.505455 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_155">
-    <path d="M 199.636364 318.430189 
-L 216 318.430189 
-L 216 313.893852 
-L 199.636364 313.893852 
+    <path d="M 106.036364 460.276364 
+L 122.4 460.276364 
+L 122.4 447.146667 
+L 106.036364 447.146667 
 z
-" clip-path="url(#p6688160cdd)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p5cc87ab6f2)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_156">
-    <path d="M 216 318.430189 
-L 232.363636 318.430189 
-L 232.363636 317.278329 
-L 216 317.278329 
+    <path d="M 122.4 460.276364 
+L 138.763636 460.276364 
+L 138.763636 457.775469 
+L 122.4 457.775469 
 z
-" clip-path="url(#p6688160cdd)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p5cc87ab6f2)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_157">
-    <path d="M 198 317.502345 
-L 198 317.054313 
-L 234 317.054313 
-L 234 317.502345 
+    <path d="M 104.4 458.898602 
+L 104.4 456.652336 
+L 140.4 456.652336 
+L 140.4 458.898602 
 z
-" clip-path="url(#p6688160cdd)" style="fill: #ffe5cf"/>
+" clip-path="url(#p5cc87ab6f2)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_39"/>
    <g id="matplotlib.axis_40"/>
    <g id="line2d_39">
-    <path d="M 198 317.278329 
-L 234 317.278329 
-" clip-path="url(#p6688160cdd)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 104.4 457.775469 
+L 140.4 457.775469 
+" clip-path="url(#p5cc87ab6f2)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_40">
-    <path d="M 198 317.292549 
-L 234 317.292549 
-" clip-path="url(#p6688160cdd)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 104.4 457.150245 
+L 140.4 457.150245 
+" clip-path="url(#p5cc87ab6f2)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_158">
-    <path d="M 198 318.430189 
-L 198 313.308679 
+    <path d="M 104.4 460.276364 
+L 104.4 445.505455 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_159">
-    <path d="M 234 318.430189 
-L 234 313.308679 
+    <path d="M 140.4 460.276364 
+L 140.4 445.505455 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_160">
-    <path d="M 198 318.430189 
-L 234 318.430189 
+    <path d="M 104.4 460.276364 
+L 140.4 460.276364 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_161">
-    <path d="M 198 313.308679 
-L 234 313.308679 
+    <path d="M 104.4 445.505455 
+L 140.4 445.505455 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_20">
     <!-- $p=$0.2 -->
-    <g transform="translate(212.6 316.872549) scale(0.02 -0.02)">
+    <g transform="translate(119 456.730245) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -1803,82 +1783,75 @@ L 234 313.308679
     </g>
    </g>
   </g>
-  <g id="axes_177"/>
-  <g id="axes_178"/>
-  <g id="axes_179"/>
-  <g id="axes_180"/>
-  <g id="axes_181"/>
-  <g id="axes_182"/>
-  <g id="axes_183"/>
-  <g id="axes_184"/>
-  <g id="axes_185">
+  <g id="axes_157"/>
+  <g id="axes_158">
    <g id="patch_162">
-    <path d="M 198 334.351698 
-L 234 334.351698 
-L 234 329.230189 
-L 198 329.230189 
+    <path d="M 198 460.276364 
+L 234 460.276364 
+L 234 445.505455 
+L 198 445.505455 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_163">
-    <path d="M 199.636364 334.351698 
-L 216 334.351698 
-L 216 329.815362 
-L 199.636364 329.815362 
+    <path d="M 199.636364 460.276364 
+L 216 460.276364 
+L 216 447.77189 
+L 199.636364 447.77189 
 z
-" clip-path="url(#pd1d157dbef)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pec9f60132d)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_164">
-    <path d="M 216 334.351698 
-L 232.363636 334.351698 
-L 232.363636 333.199838 
-L 216 333.199838 
+    <path d="M 216 460.276364 
+L 232.363636 460.276364 
+L 232.363636 457.150245 
+L 216 457.150245 
 z
-" clip-path="url(#pd1d157dbef)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pec9f60132d)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_165">
-    <path d="M 198 333.423854 
-L 198 332.975823 
-L 234 332.975823 
-L 234 333.423854 
+    <path d="M 198 458.375684 
+L 198 455.924807 
+L 234 455.924807 
+L 234 458.375684 
 z
-" clip-path="url(#pd1d157dbef)" style="fill: #ffe5cf"/>
+" clip-path="url(#pec9f60132d)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_41"/>
    <g id="matplotlib.axis_42"/>
    <g id="line2d_41">
-    <path d="M 198 333.199838 
-L 234 333.199838 
-" clip-path="url(#pd1d157dbef)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 198 457.150245 
+L 234 457.150245 
+" clip-path="url(#pec9f60132d)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_42">
-    <path d="M 198 333.214059 
-L 234 333.214059 
-" clip-path="url(#pd1d157dbef)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 198 457.150245 
+L 234 457.150245 
+" clip-path="url(#pec9f60132d)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_166">
-    <path d="M 198 334.351698 
-L 198 329.230189 
+    <path d="M 198 460.276364 
+L 198 445.505455 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_167">
-    <path d="M 234 334.351698 
-L 234 329.230189 
+    <path d="M 234 460.276364 
+L 234 445.505455 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_168">
-    <path d="M 198 334.351698 
-L 234 334.351698 
+    <path d="M 198 460.276364 
+L 234 460.276364 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_169">
-    <path d="M 198 329.230189 
-L 234 329.230189 
+    <path d="M 198 445.505455 
+L 234 445.505455 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_21">
     <!-- $p=$0.2 -->
-    <g transform="translate(212.6 332.794059) scale(0.02 -0.02)">
+    <g transform="translate(212.6 456.730245) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -1887,82 +1860,80 @@ L 234 329.230189
     </g>
    </g>
   </g>
-  <g id="axes_186"/>
-  <g id="axes_187"/>
-  <g id="axes_188"/>
-  <g id="axes_189"/>
-  <g id="axes_190"/>
-  <g id="axes_191"/>
-  <g id="axes_192"/>
-  <g id="axes_193"/>
-  <g id="axes_194">
+  <g id="axes_159"/>
+  <g id="axes_160"/>
+  <g id="axes_161"/>
+  <g id="axes_162"/>
+  <g id="axes_163"/>
+  <g id="axes_164"/>
+  <g id="axes_165">
    <g id="patch_170">
-    <path d="M 198 350.273208 
-L 234 350.273208 
-L 234 345.151698 
-L 198 345.151698 
+    <path d="M 104.4 485.847273 
+L 140.4 485.847273 
+L 140.4 471.076364 
+L 104.4 471.076364 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_171">
-    <path d="M 199.636364 350.273208 
-L 216 350.273208 
-L 216 345.736871 
-L 199.636364 345.736871 
+    <path d="M 106.036364 485.847273 
+L 122.4 485.847273 
+L 122.4 472.717576 
+L 106.036364 472.717576 
 z
-" clip-path="url(#p99d1102eb1)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p64b67fa26d)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_172">
-    <path d="M 216 350.273208 
-L 232.363636 350.273208 
-L 232.363636 349.121348 
-L 216 349.121348 
+    <path d="M 122.4 485.847273 
+L 138.763636 485.847273 
+L 138.763636 483.346378 
+L 122.4 483.346378 
 z
-" clip-path="url(#p99d1102eb1)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p64b67fa26d)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_173">
-    <path d="M 198 349.345364 
-L 198 348.897332 
-L 234 348.897332 
-L 234 349.345364 
+    <path d="M 104.4 484.469511 
+L 104.4 482.223245 
+L 140.4 482.223245 
+L 140.4 484.469511 
 z
-" clip-path="url(#p99d1102eb1)" style="fill: #ffe5cf"/>
+" clip-path="url(#p64b67fa26d)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_43"/>
    <g id="matplotlib.axis_44"/>
    <g id="line2d_43">
-    <path d="M 198 349.121348 
-L 234 349.121348 
-" clip-path="url(#p99d1102eb1)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 104.4 483.346378 
+L 140.4 483.346378 
+" clip-path="url(#p64b67fa26d)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_44">
-    <path d="M 198 349.135568 
-L 234 349.135568 
-" clip-path="url(#p99d1102eb1)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 104.4 482.721154 
+L 140.4 482.721154 
+" clip-path="url(#p64b67fa26d)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_174">
-    <path d="M 198 350.273208 
-L 198 345.151698 
+    <path d="M 104.4 485.847273 
+L 104.4 471.076364 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_175">
-    <path d="M 234 350.273208 
-L 234 345.151698 
+    <path d="M 140.4 485.847273 
+L 140.4 471.076364 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_176">
-    <path d="M 198 350.273208 
-L 234 350.273208 
+    <path d="M 104.4 485.847273 
+L 140.4 485.847273 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_177">
-    <path d="M 198 345.151698 
-L 234 345.151698 
+    <path d="M 104.4 471.076364 
+L 140.4 471.076364 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_22">
     <!-- $p=$0.2 -->
-    <g transform="translate(212.6 348.715568) scale(0.02 -0.02)">
+    <g transform="translate(119 482.301154) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -1971,82 +1942,75 @@ L 234 345.151698
     </g>
    </g>
   </g>
-  <g id="axes_195"/>
-  <g id="axes_196"/>
-  <g id="axes_197"/>
-  <g id="axes_198"/>
-  <g id="axes_199"/>
-  <g id="axes_200"/>
-  <g id="axes_201"/>
-  <g id="axes_202"/>
-  <g id="axes_203">
+  <g id="axes_166"/>
+  <g id="axes_167">
    <g id="patch_178">
-    <path d="M 198 366.194717 
-L 234 366.194717 
-L 234 361.073208 
-L 198 361.073208 
+    <path d="M 198 485.847273 
+L 234 485.847273 
+L 234 471.076364 
+L 198 471.076364 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_179">
-    <path d="M 199.636364 366.194717 
-L 216 366.194717 
-L 216 361.658381 
-L 199.636364 361.658381 
+    <path d="M 199.636364 485.847273 
+L 216 485.847273 
+L 216 473.342799 
+L 199.636364 473.342799 
 z
-" clip-path="url(#p5ccc4401e5)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p16e31709c0)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_180">
-    <path d="M 216 366.194717 
-L 232.363636 366.194717 
-L 232.363636 365.042857 
-L 216 365.042857 
+    <path d="M 216 485.847273 
+L 232.363636 485.847273 
+L 232.363636 482.721154 
+L 216 482.721154 
 z
-" clip-path="url(#p5ccc4401e5)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p16e31709c0)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_181">
-    <path d="M 198 365.266873 
-L 198 364.818842 
-L 234 364.818842 
-L 234 365.266873 
+    <path d="M 198 483.946593 
+L 198 481.495716 
+L 234 481.495716 
+L 234 483.946593 
 z
-" clip-path="url(#p5ccc4401e5)" style="fill: #ffe5cf"/>
+" clip-path="url(#p16e31709c0)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_45"/>
    <g id="matplotlib.axis_46"/>
    <g id="line2d_45">
-    <path d="M 198 365.042857 
-L 234 365.042857 
-" clip-path="url(#p5ccc4401e5)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 198 482.721154 
+L 234 482.721154 
+" clip-path="url(#p16e31709c0)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_46">
-    <path d="M 198 365.057078 
-L 234 365.057078 
-" clip-path="url(#p5ccc4401e5)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 198 482.721154 
+L 234 482.721154 
+" clip-path="url(#p16e31709c0)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_182">
-    <path d="M 198 366.194717 
-L 198 361.073208 
+    <path d="M 198 485.847273 
+L 198 471.076364 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_183">
-    <path d="M 234 366.194717 
-L 234 361.073208 
+    <path d="M 234 485.847273 
+L 234 471.076364 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_184">
-    <path d="M 198 366.194717 
-L 234 366.194717 
+    <path d="M 198 485.847273 
+L 234 485.847273 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_185">
-    <path d="M 198 361.073208 
-L 234 361.073208 
+    <path d="M 198 471.076364 
+L 234 471.076364 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_23">
     <!-- $p=$0.2 -->
-    <g transform="translate(212.6 364.637078) scale(0.02 -0.02)">
+    <g transform="translate(212.6 482.301154) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -2055,82 +2019,80 @@ L 234 361.073208
     </g>
    </g>
   </g>
-  <g id="axes_204"/>
-  <g id="axes_205"/>
-  <g id="axes_206"/>
-  <g id="axes_207"/>
-  <g id="axes_208"/>
-  <g id="axes_209"/>
-  <g id="axes_210"/>
-  <g id="axes_211"/>
-  <g id="axes_212">
+  <g id="axes_168"/>
+  <g id="axes_169"/>
+  <g id="axes_170"/>
+  <g id="axes_171"/>
+  <g id="axes_172"/>
+  <g id="axes_173"/>
+  <g id="axes_174">
    <g id="patch_186">
-    <path d="M 198 382.116226 
-L 234 382.116226 
-L 234 376.994717 
-L 198 376.994717 
+    <path d="M 104.4 511.418182 
+L 140.4 511.418182 
+L 140.4 496.647273 
+L 104.4 496.647273 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_187">
-    <path d="M 199.636364 382.116226 
-L 216 382.116226 
-L 216 377.57989 
-L 199.636364 377.57989 
+    <path d="M 106.036364 511.418182 
+L 122.4 511.418182 
+L 122.4 498.288485 
+L 106.036364 498.288485 
 z
-" clip-path="url(#p384aa313ec)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p286d35fa19)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_188">
-    <path d="M 216 382.116226 
-L 232.363636 382.116226 
-L 232.363636 380.964367 
-L 216 380.964367 
+    <path d="M 122.4 511.418182 
+L 138.763636 511.418182 
+L 138.763636 508.917287 
+L 122.4 508.917287 
 z
-" clip-path="url(#p384aa313ec)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p286d35fa19)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_189">
-    <path d="M 198 381.188382 
-L 198 380.740351 
-L 234 380.740351 
-L 234 381.188382 
+    <path d="M 104.4 510.04042 
+L 104.4 507.794154 
+L 140.4 507.794154 
+L 140.4 510.04042 
 z
-" clip-path="url(#p384aa313ec)" style="fill: #ffe5cf"/>
+" clip-path="url(#p286d35fa19)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_47"/>
    <g id="matplotlib.axis_48"/>
    <g id="line2d_47">
-    <path d="M 198 380.964367 
-L 234 380.964367 
-" clip-path="url(#p384aa313ec)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 104.4 508.917287 
+L 140.4 508.917287 
+" clip-path="url(#p286d35fa19)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_48">
-    <path d="M 198 380.978587 
-L 234 380.978587 
-" clip-path="url(#p384aa313ec)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 104.4 508.292063 
+L 140.4 508.292063 
+" clip-path="url(#p286d35fa19)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_190">
-    <path d="M 198 382.116226 
-L 198 376.994717 
+    <path d="M 104.4 511.418182 
+L 104.4 496.647273 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_191">
-    <path d="M 234 382.116226 
-L 234 376.994717 
+    <path d="M 140.4 511.418182 
+L 140.4 496.647273 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_192">
-    <path d="M 198 382.116226 
-L 234 382.116226 
+    <path d="M 104.4 511.418182 
+L 140.4 511.418182 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_193">
-    <path d="M 198 376.994717 
-L 234 376.994717 
+    <path d="M 104.4 496.647273 
+L 140.4 496.647273 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_24">
     <!-- $p=$0.2 -->
-    <g transform="translate(212.6 380.558587) scale(0.02 -0.02)">
+    <g transform="translate(119 507.872063) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -2139,82 +2101,75 @@ L 234 376.994717
     </g>
    </g>
   </g>
-  <g id="axes_213"/>
-  <g id="axes_214"/>
-  <g id="axes_215"/>
-  <g id="axes_216"/>
-  <g id="axes_217"/>
-  <g id="axes_218"/>
-  <g id="axes_219"/>
-  <g id="axes_220"/>
-  <g id="axes_221">
+  <g id="axes_175"/>
+  <g id="axes_176">
    <g id="patch_194">
-    <path d="M 198 398.037736 
-L 234 398.037736 
-L 234 392.916226 
-L 198 392.916226 
+    <path d="M 198 511.418182 
+L 234 511.418182 
+L 234 496.647273 
+L 198 496.647273 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_195">
-    <path d="M 199.636364 398.037736 
-L 216 398.037736 
-L 216 393.487179 
-L 199.636364 393.487179 
+    <path d="M 199.636364 511.418182 
+L 216 511.418182 
+L 216 498.913709 
+L 199.636364 498.913709 
 z
-" clip-path="url(#p004c35812d)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p298c8860f1)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_196">
-    <path d="M 216 398.037736 
-L 232.363636 398.037736 
-L 232.363636 396.900097 
-L 216 396.900097 
+    <path d="M 216 511.418182 
+L 232.363636 511.418182 
+L 232.363636 508.292063 
+L 216 508.292063 
 z
-" clip-path="url(#p004c35812d)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p298c8860f1)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_197">
-    <path d="M 198 397.123074 
-L 198 396.677119 
-L 234 396.677119 
-L 234 397.123074 
+    <path d="M 198 509.517502 
+L 198 507.066625 
+L 234 507.066625 
+L 234 509.517502 
 z
-" clip-path="url(#p004c35812d)" style="fill: #ffe5cf"/>
+" clip-path="url(#p298c8860f1)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_49"/>
    <g id="matplotlib.axis_50"/>
    <g id="line2d_49">
-    <path d="M 198 396.900097 
-L 234 396.900097 
-" clip-path="url(#p004c35812d)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 198 508.292063 
+L 234 508.292063 
+" clip-path="url(#p298c8860f1)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_50">
-    <path d="M 198 396.900097 
-L 234 396.900097 
-" clip-path="url(#p004c35812d)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 198 508.292063 
+L 234 508.292063 
+" clip-path="url(#p298c8860f1)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_198">
-    <path d="M 198 398.037736 
-L 198 392.916226 
+    <path d="M 198 511.418182 
+L 198 496.647273 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_199">
-    <path d="M 234 398.037736 
-L 234 392.916226 
+    <path d="M 234 511.418182 
+L 234 496.647273 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_200">
-    <path d="M 198 398.037736 
-L 234 398.037736 
+    <path d="M 198 511.418182 
+L 234 511.418182 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_201">
-    <path d="M 198 392.916226 
-L 234 392.916226 
+    <path d="M 198 496.647273 
+L 234 496.647273 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_25">
     <!-- $p=$0.2 -->
-    <g transform="translate(212.6 396.480097) scale(0.02 -0.02)">
+    <g transform="translate(212.6 507.872063) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -2223,82 +2178,80 @@ L 234 392.916226
     </g>
    </g>
   </g>
-  <g id="axes_222"/>
-  <g id="axes_223"/>
-  <g id="axes_224"/>
-  <g id="axes_225"/>
-  <g id="axes_226"/>
-  <g id="axes_227"/>
-  <g id="axes_228"/>
-  <g id="axes_229"/>
-  <g id="axes_230">
+  <g id="axes_177"/>
+  <g id="axes_178"/>
+  <g id="axes_179"/>
+  <g id="axes_180"/>
+  <g id="axes_181"/>
+  <g id="axes_182"/>
+  <g id="axes_183">
    <g id="patch_202">
-    <path d="M 198 413.959245 
-L 234 413.959245 
-L 234 408.837736 
-L 198 408.837736 
+    <path d="M 104.4 536.989091 
+L 140.4 536.989091 
+L 140.4 522.218182 
+L 104.4 522.218182 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_203">
-    <path d="M 199.636364 413.959245 
-L 216 413.959245 
-L 216 409.408689 
-L 199.636364 409.408689 
+    <path d="M 106.036364 536.989091 
+L 122.4 536.989091 
+L 122.4 523.859394 
+L 106.036364 523.859394 
 z
-" clip-path="url(#p3b6fcb2e46)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#peff46441cd)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_204">
-    <path d="M 216 413.959245 
-L 232.363636 413.959245 
-L 232.363636 412.821606 
-L 216 412.821606 
+    <path d="M 122.4 536.989091 
+L 138.763636 536.989091 
+L 138.763636 534.488196 
+L 122.4 534.488196 
 z
-" clip-path="url(#p3b6fcb2e46)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#peff46441cd)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_205">
-    <path d="M 198 413.044583 
-L 198 412.598629 
-L 234 412.598629 
-L 234 413.044583 
+    <path d="M 104.4 535.611329 
+L 104.4 533.365063 
+L 140.4 533.365063 
+L 140.4 535.611329 
 z
-" clip-path="url(#p3b6fcb2e46)" style="fill: #ffe5cf"/>
+" clip-path="url(#peff46441cd)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_51"/>
    <g id="matplotlib.axis_52"/>
    <g id="line2d_51">
-    <path d="M 198 412.821606 
-L 234 412.821606 
-" clip-path="url(#p3b6fcb2e46)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 104.4 534.488196 
+L 140.4 534.488196 
+" clip-path="url(#peff46441cd)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_52">
-    <path d="M 198 412.821606 
-L 234 412.821606 
-" clip-path="url(#p3b6fcb2e46)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 104.4 533.862973 
+L 140.4 533.862973 
+" clip-path="url(#peff46441cd)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_206">
-    <path d="M 198 413.959245 
-L 198 408.837736 
+    <path d="M 104.4 536.989091 
+L 104.4 522.218182 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_207">
-    <path d="M 234 413.959245 
-L 234 408.837736 
+    <path d="M 140.4 536.989091 
+L 140.4 522.218182 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_208">
-    <path d="M 198 413.959245 
-L 234 413.959245 
+    <path d="M 104.4 536.989091 
+L 140.4 536.989091 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_209">
-    <path d="M 198 408.837736 
-L 234 408.837736 
+    <path d="M 104.4 522.218182 
+L 140.4 522.218182 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_26">
     <!-- $p=$0.2 -->
-    <g transform="translate(212.6 412.401606) scale(0.02 -0.02)">
+    <g transform="translate(119 533.442973) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -2307,82 +2260,75 @@ L 234 408.837736
     </g>
    </g>
   </g>
-  <g id="axes_231"/>
-  <g id="axes_232"/>
-  <g id="axes_233"/>
-  <g id="axes_234"/>
-  <g id="axes_235"/>
-  <g id="axes_236"/>
-  <g id="axes_237"/>
-  <g id="axes_238"/>
-  <g id="axes_239">
+  <g id="axes_184"/>
+  <g id="axes_185">
    <g id="patch_210">
-    <path d="M 198 429.880755 
-L 234 429.880755 
-L 234 424.759245 
-L 198 424.759245 
+    <path d="M 198 536.989091 
+L 234 536.989091 
+L 234 522.218182 
+L 198 522.218182 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_211">
-    <path d="M 199.636364 429.880755 
-L 216 429.880755 
-L 216 425.330198 
-L 199.636364 425.330198 
+    <path d="M 199.636364 536.989091 
+L 216 536.989091 
+L 216 524.484618 
+L 199.636364 524.484618 
 z
-" clip-path="url(#pf968510c8c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pf5783348d6)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_212">
-    <path d="M 216 429.880755 
-L 232.363636 429.880755 
-L 232.363636 428.743116 
-L 216 428.743116 
+    <path d="M 216 536.989091 
+L 232.363636 536.989091 
+L 232.363636 533.862973 
+L 216 533.862973 
 z
-" clip-path="url(#pf968510c8c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pf5783348d6)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_213">
-    <path d="M 198 428.966093 
-L 198 428.520138 
-L 234 428.520138 
-L 234 428.966093 
+    <path d="M 198 535.088411 
+L 198 532.637534 
+L 234 532.637534 
+L 234 535.088411 
 z
-" clip-path="url(#pf968510c8c)" style="fill: #ffe5cf"/>
+" clip-path="url(#pf5783348d6)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_53"/>
    <g id="matplotlib.axis_54"/>
    <g id="line2d_53">
-    <path d="M 198 428.743116 
-L 234 428.743116 
-" clip-path="url(#pf968510c8c)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 198 533.862973 
+L 234 533.862973 
+" clip-path="url(#pf5783348d6)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_54">
-    <path d="M 198 428.743116 
-L 234 428.743116 
-" clip-path="url(#pf968510c8c)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 198 533.862973 
+L 234 533.862973 
+" clip-path="url(#pf5783348d6)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_214">
-    <path d="M 198 429.880755 
-L 198 424.759245 
+    <path d="M 198 536.989091 
+L 198 522.218182 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_215">
-    <path d="M 234 429.880755 
-L 234 424.759245 
+    <path d="M 234 536.989091 
+L 234 522.218182 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_216">
-    <path d="M 198 429.880755 
-L 234 429.880755 
+    <path d="M 198 536.989091 
+L 234 536.989091 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_217">
-    <path d="M 198 424.759245 
-L 234 424.759245 
+    <path d="M 198 522.218182 
+L 234 522.218182 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_27">
     <!-- $p=$0.2 -->
-    <g transform="translate(212.6 428.323116) scale(0.02 -0.02)">
+    <g transform="translate(212.6 533.442973) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -2391,82 +2337,80 @@ L 234 424.759245
     </g>
    </g>
   </g>
-  <g id="axes_240"/>
-  <g id="axes_241"/>
-  <g id="axes_242"/>
-  <g id="axes_243"/>
-  <g id="axes_244"/>
-  <g id="axes_245"/>
-  <g id="axes_246"/>
-  <g id="axes_247"/>
-  <g id="axes_248">
+  <g id="axes_186"/>
+  <g id="axes_187"/>
+  <g id="axes_188"/>
+  <g id="axes_189"/>
+  <g id="axes_190"/>
+  <g id="axes_191"/>
+  <g id="axes_192">
    <g id="patch_218">
-    <path d="M 198 445.802264 
-L 234 445.802264 
-L 234 440.680755 
-L 198 440.680755 
+    <path d="M 104.4 562.56 
+L 140.4 562.56 
+L 140.4 547.789091 
+L 104.4 547.789091 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_219">
-    <path d="M 199.636364 445.802264 
-L 216 445.802264 
-L 216 441.251707 
-L 199.636364 441.251707 
+    <path d="M 106.036364 562.56 
+L 122.4 562.56 
+L 122.4 549.273997 
+L 106.036364 549.273997 
 z
-" clip-path="url(#pfbb9eaa2ff)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pb11423453b)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_220">
-    <path d="M 216 445.802264 
-L 232.363636 445.802264 
-L 232.363636 444.664625 
-L 216 444.664625 
+    <path d="M 122.4 562.56 
+L 138.763636 562.56 
+L 138.763636 560.215411 
+L 122.4 560.215411 
 z
-" clip-path="url(#pfbb9eaa2ff)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pb11423453b)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_221">
-    <path d="M 198 444.887602 
-L 198 444.441648 
-L 234 444.441648 
-L 234 444.887602 
+    <path d="M 104.4 561.309334 
+L 104.4 559.121489 
+L 140.4 559.121489 
+L 140.4 561.309334 
 z
-" clip-path="url(#pfbb9eaa2ff)" style="fill: #ffe5cf"/>
+" clip-path="url(#pb11423453b)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_55"/>
    <g id="matplotlib.axis_56"/>
    <g id="line2d_55">
-    <path d="M 198 444.664625 
-L 234 444.664625 
-" clip-path="url(#pfbb9eaa2ff)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 104.4 560.215411 
+L 140.4 560.215411 
+" clip-path="url(#pb11423453b)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_56">
-    <path d="M 198 444.664625 
-L 234 444.664625 
-" clip-path="url(#pfbb9eaa2ff)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 104.4 559.433882 
+L 140.4 559.433882 
+" clip-path="url(#pb11423453b)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_222">
-    <path d="M 198 445.802264 
-L 198 440.680755 
+    <path d="M 104.4 562.56 
+L 104.4 547.789091 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_223">
-    <path d="M 234 445.802264 
-L 234 440.680755 
+    <path d="M 140.4 562.56 
+L 140.4 547.789091 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_224">
-    <path d="M 198 445.802264 
-L 234 445.802264 
+    <path d="M 104.4 562.56 
+L 140.4 562.56 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_225">
-    <path d="M 198 440.680755 
-L 234 440.680755 
+    <path d="M 104.4 547.789091 
+L 140.4 547.789091 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_28">
     <!-- $p=$0.2 -->
-    <g transform="translate(212.6 444.244625) scale(0.02 -0.02)">
+    <g transform="translate(119 559.013882) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -2475,82 +2419,75 @@ L 234 440.680755
     </g>
    </g>
   </g>
-  <g id="axes_249"/>
-  <g id="axes_250"/>
-  <g id="axes_251"/>
-  <g id="axes_252"/>
-  <g id="axes_253"/>
-  <g id="axes_254"/>
-  <g id="axes_255"/>
-  <g id="axes_256"/>
-  <g id="axes_257">
+  <g id="axes_193"/>
+  <g id="axes_194">
    <g id="patch_226">
-    <path d="M 198 461.723774 
-L 234 461.723774 
-L 234 456.602264 
-L 198 456.602264 
+    <path d="M 198 562.56 
+L 234 562.56 
+L 234 547.789091 
+L 198 547.789091 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_227">
-    <path d="M 199.636364 461.723774 
-L 216 461.723774 
-L 216 457.173217 
-L 199.636364 457.173217 
+    <path d="M 199.636364 562.56 
+L 216 562.56 
+L 216 550.055527 
+L 199.636364 550.055527 
 z
-" clip-path="url(#peabcb82c4e)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p36a2e4ce5a)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_228">
-    <path d="M 216 461.723774 
-L 232.363636 461.723774 
-L 232.363636 460.586134 
-L 216 460.586134 
+    <path d="M 216 562.56 
+L 232.363636 562.56 
+L 232.363636 559.433882 
+L 216 559.433882 
 z
-" clip-path="url(#peabcb82c4e)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p36a2e4ce5a)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_229">
-    <path d="M 198 460.809112 
-L 198 460.363157 
-L 234 460.363157 
-L 234 460.809112 
+    <path d="M 198 560.65932 
+L 198 558.208443 
+L 234 558.208443 
+L 234 560.65932 
 z
-" clip-path="url(#peabcb82c4e)" style="fill: #ffe5cf"/>
+" clip-path="url(#p36a2e4ce5a)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_57"/>
    <g id="matplotlib.axis_58"/>
    <g id="line2d_57">
-    <path d="M 198 460.586134 
-L 234 460.586134 
-" clip-path="url(#peabcb82c4e)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 198 559.433882 
+L 234 559.433882 
+" clip-path="url(#p36a2e4ce5a)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_58">
-    <path d="M 198 460.586134 
-L 234 460.586134 
-" clip-path="url(#peabcb82c4e)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 198 559.433882 
+L 234 559.433882 
+" clip-path="url(#p36a2e4ce5a)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_230">
-    <path d="M 198 461.723774 
-L 198 456.602264 
+    <path d="M 198 562.56 
+L 198 547.789091 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_231">
-    <path d="M 234 461.723774 
-L 234 456.602264 
+    <path d="M 234 562.56 
+L 234 547.789091 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_232">
-    <path d="M 198 461.723774 
-L 234 461.723774 
+    <path d="M 198 562.56 
+L 234 562.56 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_233">
-    <path d="M 198 456.602264 
-L 234 456.602264 
+    <path d="M 198 547.789091 
+L 234 547.789091 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_29">
     <!-- $p=$0.2 -->
-    <g transform="translate(212.6 460.166134) scale(0.02 -0.02)">
+    <g transform="translate(212.6 559.013882) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -2559,82 +2496,74 @@ L 234 456.602264
     </g>
    </g>
   </g>
-  <g id="axes_258"/>
-  <g id="axes_259"/>
-  <g id="axes_260"/>
-  <g id="axes_261"/>
-  <g id="axes_262"/>
-  <g id="axes_263"/>
-  <g id="axes_264"/>
-  <g id="axes_265"/>
-  <g id="axes_266">
+  <g id="axes_195">
    <g id="patch_234">
-    <path d="M 198 477.645283 
-L 234 477.645283 
-L 234 472.523774 
-L 198 472.523774 
+    <path d="M 244.8 562.56 
+L 280.8 562.56 
+L 280.8 547.789091 
+L 244.8 547.789091 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_235">
-    <path d="M 199.636364 477.645283 
-L 216 477.645283 
-L 216 473.094726 
-L 199.636364 473.094726 
+    <path d="M 246.436364 562.56 
+L 262.8 562.56 
+L 262.8 550.524444 
+L 246.436364 550.524444 
 z
-" clip-path="url(#pca0522eed2)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p69806e25d1)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_236">
-    <path d="M 216 477.645283 
-L 232.363636 477.645283 
-L 232.363636 476.507644 
-L 216 476.507644 
+    <path d="M 262.8 562.56 
+L 279.163636 562.56 
+L 279.163636 558.964964 
+L 262.8 558.964964 
 z
-" clip-path="url(#pca0522eed2)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p69806e25d1)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_237">
-    <path d="M 198 476.730621 
-L 198 476.284667 
-L 234 476.284667 
-L 234 476.730621 
+    <path d="M 244.8 560.254225 
+L 244.8 557.675703 
+L 280.8 557.675703 
+L 280.8 560.254225 
 z
-" clip-path="url(#pca0522eed2)" style="fill: #ffe5cf"/>
+" clip-path="url(#p69806e25d1)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_59"/>
    <g id="matplotlib.axis_60"/>
    <g id="line2d_59">
-    <path d="M 198 476.507644 
-L 234 476.507644 
-" clip-path="url(#pca0522eed2)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 244.8 558.964964 
+L 280.8 558.964964 
+" clip-path="url(#p69806e25d1)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_60">
-    <path d="M 198 476.507644 
-L 234 476.507644 
-" clip-path="url(#pca0522eed2)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 244.8 559.433882 
+L 280.8 559.433882 
+" clip-path="url(#p69806e25d1)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_238">
-    <path d="M 198 477.645283 
-L 198 472.523774 
+    <path d="M 244.8 562.56 
+L 244.8 547.789091 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_239">
-    <path d="M 234 477.645283 
-L 234 472.523774 
+    <path d="M 280.8 562.56 
+L 280.8 547.789091 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_240">
-    <path d="M 198 477.645283 
-L 234 477.645283 
+    <path d="M 244.8 562.56 
+L 280.8 562.56 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_241">
-    <path d="M 198 472.523774 
-L 234 472.523774 
+    <path d="M 244.8 547.789091 
+L 280.8 547.789091 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_30">
     <!-- $p=$0.2 -->
-    <g transform="translate(212.6 476.087644) scale(0.02 -0.02)">
+    <g transform="translate(259.4 559.013882) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -2643,82 +2572,79 @@ L 234 472.523774
     </g>
    </g>
   </g>
-  <g id="axes_267"/>
-  <g id="axes_268"/>
-  <g id="axes_269"/>
-  <g id="axes_270"/>
-  <g id="axes_271"/>
-  <g id="axes_272"/>
-  <g id="axes_273"/>
-  <g id="axes_274"/>
-  <g id="axes_275">
+  <g id="axes_196"/>
+  <g id="axes_197"/>
+  <g id="axes_198"/>
+  <g id="axes_199"/>
+  <g id="axes_200"/>
+  <g id="axes_201">
    <g id="patch_242">
-    <path d="M 198 493.566792 
-L 234 493.566792 
-L 234 488.445283 
-L 198 488.445283 
+    <path d="M 104.4 588.130909 
+L 140.4 588.130909 
+L 140.4 573.36 
+L 104.4 573.36 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_243">
-    <path d="M 199.636364 493.566792 
-L 216 493.566792 
-L 216 489.016236 
-L 199.636364 489.016236 
+    <path d="M 106.036364 588.130909 
+L 122.4 588.130909 
+L 122.4 574.844906 
+L 106.036364 574.844906 
 z
-" clip-path="url(#p12a2a1dc2c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pc3edb78238)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_244">
-    <path d="M 216 493.566792 
-L 232.363636 493.566792 
-L 232.363636 492.429153 
-L 216 492.429153 
+    <path d="M 122.4 588.130909 
+L 138.763636 588.130909 
+L 138.763636 585.78632 
+L 122.4 585.78632 
 z
-" clip-path="url(#p12a2a1dc2c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pc3edb78238)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_245">
-    <path d="M 198 492.652131 
-L 198 492.206176 
-L 234 492.206176 
-L 234 492.652131 
+    <path d="M 104.4 586.880243 
+L 104.4 584.692398 
+L 140.4 584.692398 
+L 140.4 586.880243 
 z
-" clip-path="url(#p12a2a1dc2c)" style="fill: #ffe5cf"/>
+" clip-path="url(#pc3edb78238)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_61"/>
    <g id="matplotlib.axis_62"/>
    <g id="line2d_61">
-    <path d="M 198 492.429153 
-L 234 492.429153 
-" clip-path="url(#p12a2a1dc2c)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 104.4 585.78632 
+L 140.4 585.78632 
+" clip-path="url(#pc3edb78238)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_62">
-    <path d="M 198 492.429153 
-L 234 492.429153 
-" clip-path="url(#p12a2a1dc2c)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 104.4 585.004791 
+L 140.4 585.004791 
+" clip-path="url(#pc3edb78238)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_246">
-    <path d="M 198 493.566792 
-L 198 488.445283 
+    <path d="M 104.4 588.130909 
+L 104.4 573.36 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_247">
-    <path d="M 234 493.566792 
-L 234 488.445283 
+    <path d="M 140.4 588.130909 
+L 140.4 573.36 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_248">
-    <path d="M 198 493.566792 
-L 234 493.566792 
+    <path d="M 104.4 588.130909 
+L 140.4 588.130909 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_249">
-    <path d="M 198 488.445283 
-L 234 488.445283 
+    <path d="M 104.4 573.36 
+L 140.4 573.36 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_31">
     <!-- $p=$0.2 -->
-    <g transform="translate(212.6 492.009153) scale(0.02 -0.02)">
+    <g transform="translate(119 584.584791) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -2727,82 +2653,75 @@ L 234 488.445283
     </g>
    </g>
   </g>
-  <g id="axes_276"/>
-  <g id="axes_277"/>
-  <g id="axes_278"/>
-  <g id="axes_279"/>
-  <g id="axes_280"/>
-  <g id="axes_281"/>
-  <g id="axes_282"/>
-  <g id="axes_283"/>
-  <g id="axes_284">
+  <g id="axes_202"/>
+  <g id="axes_203">
    <g id="patch_250">
-    <path d="M 198 509.488302 
-L 234 509.488302 
-L 234 504.366792 
-L 198 504.366792 
+    <path d="M 198 588.130909 
+L 234 588.130909 
+L 234 573.36 
+L 198 573.36 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_251">
-    <path d="M 199.636364 509.488302 
-L 216 509.488302 
-L 216 504.937745 
-L 199.636364 504.937745 
+    <path d="M 199.636364 588.130909 
+L 216 588.130909 
+L 216 575.626436 
+L 199.636364 575.626436 
 z
-" clip-path="url(#p2b4f87fc67)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p3b0db850f7)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_252">
-    <path d="M 216 509.488302 
-L 232.363636 509.488302 
-L 232.363636 508.350663 
-L 216 508.350663 
+    <path d="M 216 588.130909 
+L 232.363636 588.130909 
+L 232.363636 585.004791 
+L 216 585.004791 
 z
-" clip-path="url(#p2b4f87fc67)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p3b0db850f7)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_253">
-    <path d="M 198 508.57364 
-L 198 508.127685 
-L 234 508.127685 
-L 234 508.57364 
+    <path d="M 198 586.230229 
+L 198 583.779352 
+L 234 583.779352 
+L 234 586.230229 
 z
-" clip-path="url(#p2b4f87fc67)" style="fill: #ffe5cf"/>
+" clip-path="url(#p3b0db850f7)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_63"/>
    <g id="matplotlib.axis_64"/>
    <g id="line2d_63">
-    <path d="M 198 508.350663 
-L 234 508.350663 
-" clip-path="url(#p2b4f87fc67)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 198 585.004791 
+L 234 585.004791 
+" clip-path="url(#p3b0db850f7)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_64">
-    <path d="M 198 508.350663 
-L 234 508.350663 
-" clip-path="url(#p2b4f87fc67)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 198 585.004791 
+L 234 585.004791 
+" clip-path="url(#p3b0db850f7)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_254">
-    <path d="M 198 509.488302 
-L 198 504.366792 
+    <path d="M 198 588.130909 
+L 198 573.36 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_255">
-    <path d="M 234 509.488302 
-L 234 504.366792 
+    <path d="M 234 588.130909 
+L 234 573.36 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_256">
-    <path d="M 198 509.488302 
-L 234 509.488302 
+    <path d="M 198 588.130909 
+L 234 588.130909 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_257">
-    <path d="M 198 504.366792 
-L 234 504.366792 
+    <path d="M 198 573.36 
+L 234 573.36 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_32">
     <!-- $p=$0.2 -->
-    <g transform="translate(212.6 507.930663) scale(0.02 -0.02)">
+    <g transform="translate(212.6 584.584791) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -2811,82 +2730,74 @@ L 234 504.366792
     </g>
    </g>
   </g>
-  <g id="axes_285"/>
-  <g id="axes_286"/>
-  <g id="axes_287"/>
-  <g id="axes_288"/>
-  <g id="axes_289"/>
-  <g id="axes_290"/>
-  <g id="axes_291"/>
-  <g id="axes_292"/>
-  <g id="axes_293">
+  <g id="axes_204">
    <g id="patch_258">
-    <path d="M 198 525.409811 
-L 234 525.409811 
-L 234 520.288302 
-L 198 520.288302 
+    <path d="M 244.8 588.130909 
+L 280.8 588.130909 
+L 280.8 573.36 
+L 244.8 573.36 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_259">
-    <path d="M 199.636364 525.409811 
-L 216 525.409811 
-L 216 520.845034 
-L 199.636364 520.845034 
+    <path d="M 246.436364 588.130909 
+L 262.8 588.130909 
+L 262.8 576.095354 
+L 246.436364 576.095354 
 z
-" clip-path="url(#p8d4a156b7f)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p4e727f8679)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_260">
-    <path d="M 216 525.409811 
-L 232.363636 525.409811 
-L 232.363636 524.286393 
-L 216 524.286393 
+    <path d="M 262.8 588.130909 
+L 279.163636 588.130909 
+L 279.163636 584.535873 
+L 262.8 584.535873 
 z
-" clip-path="url(#p8d4a156b7f)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p4e727f8679)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_261">
-    <path d="M 198 524.508318 
-L 198 524.064467 
-L 234 524.064467 
-L 234 524.508318 
+    <path d="M 244.8 585.825134 
+L 244.8 583.246612 
+L 280.8 583.246612 
+L 280.8 585.825134 
 z
-" clip-path="url(#p8d4a156b7f)" style="fill: #ffe5cf"/>
+" clip-path="url(#p4e727f8679)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_65"/>
    <g id="matplotlib.axis_66"/>
    <g id="line2d_65">
-    <path d="M 198 524.286393 
-L 234 524.286393 
-" clip-path="url(#p8d4a156b7f)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 244.8 584.535873 
+L 280.8 584.535873 
+" clip-path="url(#p4e727f8679)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_66">
-    <path d="M 198 524.272172 
-L 234 524.272172 
-" clip-path="url(#p8d4a156b7f)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 244.8 585.004791 
+L 280.8 585.004791 
+" clip-path="url(#p4e727f8679)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_262">
-    <path d="M 198 525.409811 
-L 198 520.288302 
+    <path d="M 244.8 588.130909 
+L 244.8 573.36 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_263">
-    <path d="M 234 525.409811 
-L 234 520.288302 
+    <path d="M 280.8 588.130909 
+L 280.8 573.36 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_264">
-    <path d="M 198 525.409811 
-L 234 525.409811 
+    <path d="M 244.8 588.130909 
+L 280.8 588.130909 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_265">
-    <path d="M 198 520.288302 
-L 234 520.288302 
+    <path d="M 244.8 573.36 
+L 280.8 573.36 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_33">
     <!-- $p=$0.2 -->
-    <g transform="translate(212.6 523.852172) scale(0.02 -0.02)">
+    <g transform="translate(259.4 584.584791) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -2895,74 +2806,79 @@ L 234 520.288302
     </g>
    </g>
   </g>
-  <g id="axes_294">
+  <g id="axes_205"/>
+  <g id="axes_206"/>
+  <g id="axes_207"/>
+  <g id="axes_208"/>
+  <g id="axes_209"/>
+  <g id="axes_210">
    <g id="patch_266">
-    <path d="M 244.8 525.409811 
-L 280.8 525.409811 
-L 280.8 520.288302 
-L 244.8 520.288302 
+    <path d="M 104.4 613.701818 
+L 140.4 613.701818 
+L 140.4 598.930909 
+L 104.4 598.930909 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_267">
-    <path d="M 246.436364 525.409811 
-L 262.8 525.409811 
-L 262.8 521.044121 
-L 246.436364 521.044121 
+    <path d="M 106.036364 613.701818 
+L 122.4 613.701818 
+L 122.4 600.415815 
+L 106.036364 600.415815 
 z
-" clip-path="url(#pf9453acfa9)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p55211bd53a)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_268">
-    <path d="M 262.8 525.409811 
-L 279.163636 525.409811 
-L 279.163636 524.087306 
-L 262.8 524.087306 
+    <path d="M 122.4 613.701818 
+L 138.763636 613.701818 
+L 138.763636 611.357229 
+L 122.4 611.357229 
 z
-" clip-path="url(#pf9453acfa9)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p55211bd53a)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_269">
-    <path d="M 244.8 524.322784 
-L 244.8 523.851827 
-L 280.8 523.851827 
-L 280.8 524.322784 
+    <path d="M 104.4 612.451152 
+L 104.4 610.263307 
+L 140.4 610.263307 
+L 140.4 612.451152 
 z
-" clip-path="url(#pf9453acfa9)" style="fill: #ffe5cf"/>
+" clip-path="url(#p55211bd53a)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_67"/>
    <g id="matplotlib.axis_68"/>
    <g id="line2d_67">
-    <path d="M 244.8 524.087306 
-L 280.8 524.087306 
-" clip-path="url(#pf9453acfa9)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 104.4 611.357229 
+L 140.4 611.357229 
+" clip-path="url(#p55211bd53a)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_68">
-    <path d="M 244.8 524.272172 
-L 280.8 524.272172 
-" clip-path="url(#pf9453acfa9)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 104.4 610.5757 
+L 140.4 610.5757 
+" clip-path="url(#p55211bd53a)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_270">
-    <path d="M 244.8 525.409811 
-L 244.8 520.288302 
+    <path d="M 104.4 613.701818 
+L 104.4 598.930909 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_271">
-    <path d="M 280.8 525.409811 
-L 280.8 520.288302 
+    <path d="M 140.4 613.701818 
+L 140.4 598.930909 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_272">
-    <path d="M 244.8 525.409811 
-L 280.8 525.409811 
+    <path d="M 104.4 613.701818 
+L 140.4 613.701818 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_273">
-    <path d="M 244.8 520.288302 
-L 280.8 520.288302 
+    <path d="M 104.4 598.930909 
+L 140.4 598.930909 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_34">
     <!-- $p=$0.2 -->
-    <g transform="translate(259.4 523.852172) scale(0.02 -0.02)">
+    <g transform="translate(119 610.1557) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -2971,81 +2887,75 @@ L 280.8 520.288302
     </g>
    </g>
   </g>
-  <g id="axes_295"/>
-  <g id="axes_296"/>
-  <g id="axes_297"/>
-  <g id="axes_298"/>
-  <g id="axes_299"/>
-  <g id="axes_300"/>
-  <g id="axes_301"/>
-  <g id="axes_302">
+  <g id="axes_211"/>
+  <g id="axes_212">
    <g id="patch_274">
-    <path d="M 198 541.331321 
-L 234 541.331321 
-L 234 536.209811 
-L 198 536.209811 
+    <path d="M 198 613.701818 
+L 234 613.701818 
+L 234 598.930909 
+L 198 598.930909 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_275">
-    <path d="M 199.636364 541.331321 
-L 216 541.331321 
-L 216 536.766543 
-L 199.636364 536.766543 
+    <path d="M 199.636364 613.701818 
+L 216 613.701818 
+L 216 601.197345 
+L 199.636364 601.197345 
 z
-" clip-path="url(#pf371fa5826)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p9d74afec14)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_276">
-    <path d="M 216 541.331321 
-L 232.363636 541.331321 
-L 232.363636 540.207902 
-L 216 540.207902 
+    <path d="M 216 613.701818 
+L 232.363636 613.701818 
+L 232.363636 610.5757 
+L 216 610.5757 
 z
-" clip-path="url(#pf371fa5826)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p9d74afec14)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_277">
-    <path d="M 198 540.429827 
-L 198 539.985977 
-L 234 539.985977 
-L 234 540.429827 
+    <path d="M 198 611.801138 
+L 198 609.350261 
+L 234 609.350261 
+L 234 611.801138 
 z
-" clip-path="url(#pf371fa5826)" style="fill: #ffe5cf"/>
+" clip-path="url(#p9d74afec14)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_69"/>
    <g id="matplotlib.axis_70"/>
    <g id="line2d_69">
-    <path d="M 198 540.207902 
-L 234 540.207902 
-" clip-path="url(#pf371fa5826)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 198 610.5757 
+L 234 610.5757 
+" clip-path="url(#p9d74afec14)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_70">
-    <path d="M 198 540.193682 
-L 234 540.193682 
-" clip-path="url(#pf371fa5826)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 198 610.5757 
+L 234 610.5757 
+" clip-path="url(#p9d74afec14)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_278">
-    <path d="M 198 541.331321 
-L 198 536.209811 
+    <path d="M 198 613.701818 
+L 198 598.930909 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_279">
-    <path d="M 234 541.331321 
-L 234 536.209811 
+    <path d="M 234 613.701818 
+L 234 598.930909 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_280">
-    <path d="M 198 541.331321 
-L 234 541.331321 
+    <path d="M 198 613.701818 
+L 234 613.701818 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_281">
-    <path d="M 198 536.209811 
-L 234 536.209811 
+    <path d="M 198 598.930909 
+L 234 598.930909 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_35">
     <!-- $p=$0.2 -->
-    <g transform="translate(212.6 539.773682) scale(0.02 -0.02)">
+    <g transform="translate(212.6 610.1557) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -3054,74 +2964,74 @@ L 234 536.209811
     </g>
    </g>
   </g>
-  <g id="axes_303">
+  <g id="axes_213">
    <g id="patch_282">
-    <path d="M 244.8 541.331321 
-L 280.8 541.331321 
-L 280.8 536.209811 
-L 244.8 536.209811 
+    <path d="M 244.8 613.701818 
+L 280.8 613.701818 
+L 280.8 598.930909 
+L 244.8 598.930909 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_283">
-    <path d="M 246.436364 541.331321 
-L 262.8 541.331321 
-L 262.8 536.96563 
-L 246.436364 536.96563 
+    <path d="M 246.436364 613.701818 
+L 262.8 613.701818 
+L 262.8 601.666263 
+L 246.436364 601.666263 
 z
-" clip-path="url(#pa917b5eea8)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pbf4350e410)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_284">
-    <path d="M 262.8 541.331321 
-L 279.163636 541.331321 
-L 279.163636 540.008815 
-L 262.8 540.008815 
+    <path d="M 262.8 613.701818 
+L 279.163636 613.701818 
+L 279.163636 610.106782 
+L 262.8 610.106782 
 z
-" clip-path="url(#pa917b5eea8)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pbf4350e410)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_285">
-    <path d="M 244.8 540.244294 
-L 244.8 539.773337 
-L 280.8 539.773337 
-L 280.8 540.244294 
+    <path d="M 244.8 611.396043 
+L 244.8 608.817521 
+L 280.8 608.817521 
+L 280.8 611.396043 
 z
-" clip-path="url(#pa917b5eea8)" style="fill: #ffe5cf"/>
+" clip-path="url(#pbf4350e410)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_71"/>
    <g id="matplotlib.axis_72"/>
    <g id="line2d_71">
-    <path d="M 244.8 540.008815 
-L 280.8 540.008815 
-" clip-path="url(#pa917b5eea8)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 244.8 610.106782 
+L 280.8 610.106782 
+" clip-path="url(#pbf4350e410)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_72">
-    <path d="M 244.8 540.193682 
-L 280.8 540.193682 
-" clip-path="url(#pa917b5eea8)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 244.8 610.5757 
+L 280.8 610.5757 
+" clip-path="url(#pbf4350e410)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_286">
-    <path d="M 244.8 541.331321 
-L 244.8 536.209811 
+    <path d="M 244.8 613.701818 
+L 244.8 598.930909 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_287">
-    <path d="M 280.8 541.331321 
-L 280.8 536.209811 
+    <path d="M 280.8 613.701818 
+L 280.8 598.930909 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_288">
-    <path d="M 244.8 541.331321 
-L 280.8 541.331321 
+    <path d="M 244.8 613.701818 
+L 280.8 613.701818 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_289">
-    <path d="M 244.8 536.209811 
-L 280.8 536.209811 
+    <path d="M 244.8 598.930909 
+L 280.8 598.930909 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_36">
     <!-- $p=$0.2 -->
-    <g transform="translate(259.4 539.773682) scale(0.02 -0.02)">
+    <g transform="translate(259.4 610.1557) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -3130,81 +3040,79 @@ L 280.8 536.209811
     </g>
    </g>
   </g>
-  <g id="axes_304"/>
-  <g id="axes_305"/>
-  <g id="axes_306"/>
-  <g id="axes_307"/>
-  <g id="axes_308"/>
-  <g id="axes_309"/>
-  <g id="axes_310"/>
-  <g id="axes_311">
+  <g id="axes_214"/>
+  <g id="axes_215"/>
+  <g id="axes_216"/>
+  <g id="axes_217"/>
+  <g id="axes_218"/>
+  <g id="axes_219">
    <g id="patch_290">
-    <path d="M 198 557.25283 
-L 234 557.25283 
-L 234 552.131321 
-L 198 552.131321 
+    <path d="M 104.4 639.272727 
+L 140.4 639.272727 
+L 140.4 624.501818 
+L 104.4 624.501818 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_291">
-    <path d="M 199.636364 557.25283 
-L 216 557.25283 
-L 216 552.688053 
-L 199.636364 552.688053 
+    <path d="M 106.036364 639.272727 
+L 122.4 639.272727 
+L 122.4 625.986724 
+L 106.036364 625.986724 
 z
-" clip-path="url(#p6d1b4c7d57)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pa3799c1f4d)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_292">
-    <path d="M 216 557.25283 
-L 232.363636 557.25283 
-L 232.363636 556.129411 
-L 216 556.129411 
+    <path d="M 122.4 639.272727 
+L 138.763636 639.272727 
+L 138.763636 636.928139 
+L 122.4 636.928139 
 z
-" clip-path="url(#p6d1b4c7d57)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pa3799c1f4d)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_293">
-    <path d="M 198 556.351337 
-L 198 555.907486 
-L 234 555.907486 
-L 234 556.351337 
+    <path d="M 104.4 638.022061 
+L 104.4 635.834216 
+L 140.4 635.834216 
+L 140.4 638.022061 
 z
-" clip-path="url(#p6d1b4c7d57)" style="fill: #ffe5cf"/>
+" clip-path="url(#pa3799c1f4d)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_73"/>
    <g id="matplotlib.axis_74"/>
    <g id="line2d_73">
-    <path d="M 198 556.129411 
-L 234 556.129411 
-" clip-path="url(#p6d1b4c7d57)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 104.4 636.928139 
+L 140.4 636.928139 
+" clip-path="url(#pa3799c1f4d)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_74">
-    <path d="M 198 556.115191 
-L 234 556.115191 
-" clip-path="url(#p6d1b4c7d57)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 104.4 636.146609 
+L 140.4 636.146609 
+" clip-path="url(#pa3799c1f4d)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_294">
-    <path d="M 198 557.25283 
-L 198 552.131321 
+    <path d="M 104.4 639.272727 
+L 104.4 624.501818 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_295">
-    <path d="M 234 557.25283 
-L 234 552.131321 
+    <path d="M 140.4 639.272727 
+L 140.4 624.501818 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_296">
-    <path d="M 198 557.25283 
-L 234 557.25283 
+    <path d="M 104.4 639.272727 
+L 140.4 639.272727 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_297">
-    <path d="M 198 552.131321 
-L 234 552.131321 
+    <path d="M 104.4 624.501818 
+L 140.4 624.501818 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_37">
     <!-- $p=$0.2 -->
-    <g transform="translate(212.6 555.695191) scale(0.02 -0.02)">
+    <g transform="translate(119 635.726609) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -3213,74 +3121,74 @@ L 234 552.131321
     </g>
    </g>
   </g>
-  <g id="axes_312">
+  <g id="axes_220">
    <g id="patch_298">
-    <path d="M 244.8 557.25283 
-L 280.8 557.25283 
-L 280.8 552.131321 
-L 244.8 552.131321 
+    <path d="M 151.2 639.272727 
+L 187.2 639.272727 
+L 187.2 624.501818 
+L 151.2 624.501818 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_299">
-    <path d="M 246.436364 557.25283 
-L 262.8 557.25283 
-L 262.8 552.88714 
-L 246.436364 552.88714 
+    <path d="M 152.836364 639.272727 
+L 169.2 639.272727 
+L 169.2 626.455642 
+L 152.836364 626.455642 
 z
-" clip-path="url(#pa0bf91d127)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pb688958a54)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_300">
-    <path d="M 262.8 557.25283 
-L 279.163636 557.25283 
-L 279.163636 555.930325 
-L 262.8 555.930325 
+    <path d="M 169.2 639.272727 
+L 185.563636 639.272727 
+L 185.563636 636.459221 
+L 169.2 636.459221 
 z
-" clip-path="url(#pa0bf91d127)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pb688958a54)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_301">
-    <path d="M 244.8 556.165803 
-L 244.8 555.694846 
-L 280.8 555.694846 
-L 280.8 556.165803 
+    <path d="M 151.2 637.636216 
+L 151.2 635.282226 
+L 187.2 635.282226 
+L 187.2 637.636216 
 z
-" clip-path="url(#pa0bf91d127)" style="fill: #ffe5cf"/>
+" clip-path="url(#pb688958a54)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_75"/>
    <g id="matplotlib.axis_76"/>
    <g id="line2d_75">
-    <path d="M 244.8 555.930325 
-L 280.8 555.930325 
-" clip-path="url(#pa0bf91d127)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 151.2 636.459221 
+L 187.2 636.459221 
+" clip-path="url(#pb688958a54)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_76">
-    <path d="M 244.8 556.115191 
-L 280.8 556.115191 
-" clip-path="url(#pa0bf91d127)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 151.2 636.146609 
+L 187.2 636.146609 
+" clip-path="url(#pb688958a54)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_302">
-    <path d="M 244.8 557.25283 
-L 244.8 552.131321 
+    <path d="M 151.2 639.272727 
+L 151.2 624.501818 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_303">
-    <path d="M 280.8 557.25283 
-L 280.8 552.131321 
+    <path d="M 187.2 639.272727 
+L 187.2 624.501818 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_304">
-    <path d="M 244.8 557.25283 
-L 280.8 557.25283 
+    <path d="M 151.2 639.272727 
+L 187.2 639.272727 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_305">
-    <path d="M 244.8 552.131321 
-L 280.8 552.131321 
+    <path d="M 151.2 624.501818 
+L 187.2 624.501818 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_38">
     <!-- $p=$0.2 -->
-    <g transform="translate(259.4 555.695191) scale(0.02 -0.02)">
+    <g transform="translate(165.8 635.726609) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -3289,81 +3197,74 @@ L 280.8 552.131321
     </g>
    </g>
   </g>
-  <g id="axes_313"/>
-  <g id="axes_314"/>
-  <g id="axes_315"/>
-  <g id="axes_316"/>
-  <g id="axes_317"/>
-  <g id="axes_318"/>
-  <g id="axes_319"/>
-  <g id="axes_320">
+  <g id="axes_221">
    <g id="patch_306">
-    <path d="M 198 573.17434 
-L 234 573.17434 
-L 234 568.05283 
-L 198 568.05283 
+    <path d="M 198 639.272727 
+L 234 639.272727 
+L 234 624.501818 
+L 198 624.501818 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_307">
-    <path d="M 199.636364 573.17434 
-L 216 573.17434 
-L 216 568.609562 
-L 199.636364 568.609562 
+    <path d="M 199.636364 639.272727 
+L 216 639.272727 
+L 216 626.768254 
+L 199.636364 626.768254 
 z
-" clip-path="url(#p6e052f86f9)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pe240fefacc)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_308">
-    <path d="M 216 573.17434 
-L 232.363636 573.17434 
-L 232.363636 572.050921 
-L 216 572.050921 
+    <path d="M 216 639.272727 
+L 232.363636 639.272727 
+L 232.363636 636.146609 
+L 216 636.146609 
 z
-" clip-path="url(#p6e052f86f9)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pe240fefacc)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_309">
-    <path d="M 198 572.272846 
-L 198 571.828996 
-L 234 571.828996 
-L 234 572.272846 
+    <path d="M 198 637.372047 
+L 198 634.921171 
+L 234 634.921171 
+L 234 637.372047 
 z
-" clip-path="url(#p6e052f86f9)" style="fill: #ffe5cf"/>
+" clip-path="url(#pe240fefacc)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_77"/>
    <g id="matplotlib.axis_78"/>
    <g id="line2d_77">
-    <path d="M 198 572.050921 
-L 234 572.050921 
-" clip-path="url(#p6e052f86f9)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 198 636.146609 
+L 234 636.146609 
+" clip-path="url(#pe240fefacc)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_78">
-    <path d="M 198 572.0367 
-L 234 572.0367 
-" clip-path="url(#p6e052f86f9)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 198 636.146609 
+L 234 636.146609 
+" clip-path="url(#pe240fefacc)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_310">
-    <path d="M 198 573.17434 
-L 198 568.05283 
+    <path d="M 198 639.272727 
+L 198 624.501818 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_311">
-    <path d="M 234 573.17434 
-L 234 568.05283 
+    <path d="M 234 639.272727 
+L 234 624.501818 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_312">
-    <path d="M 198 573.17434 
-L 234 573.17434 
+    <path d="M 198 639.272727 
+L 234 639.272727 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_313">
-    <path d="M 198 568.05283 
-L 234 568.05283 
+    <path d="M 198 624.501818 
+L 234 624.501818 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_39">
     <!-- $p=$0.2 -->
-    <g transform="translate(212.6 571.6167) scale(0.02 -0.02)">
+    <g transform="translate(212.6 635.726609) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -3372,74 +3273,74 @@ L 234 568.05283
     </g>
    </g>
   </g>
-  <g id="axes_321">
+  <g id="axes_222">
    <g id="patch_314">
-    <path d="M 244.8 573.17434 
-L 280.8 573.17434 
-L 280.8 568.05283 
-L 244.8 568.05283 
+    <path d="M 244.8 639.272727 
+L 280.8 639.272727 
+L 280.8 624.501818 
+L 244.8 624.501818 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_315">
-    <path d="M 246.436364 573.17434 
-L 262.8 573.17434 
-L 262.8 568.794429 
-L 246.436364 568.794429 
+    <path d="M 246.436364 639.272727 
+L 262.8 639.272727 
+L 262.8 627.237172 
+L 246.436364 627.237172 
 z
-" clip-path="url(#p8d3037e8d1)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p3de3400257)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_316">
-    <path d="M 262.8 573.17434 
-L 279.163636 573.17434 
-L 279.163636 571.866055 
-L 262.8 571.866055 
+    <path d="M 262.8 639.272727 
+L 279.163636 639.272727 
+L 279.163636 635.677691 
+L 262.8 635.677691 
 z
-" clip-path="url(#p8d3037e8d1)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p3de3400257)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_317">
-    <path d="M 244.8 572.100645 
-L 244.8 571.631464 
-L 280.8 571.631464 
-L 280.8 572.100645 
+    <path d="M 244.8 636.966952 
+L 244.8 634.38843 
+L 280.8 634.38843 
+L 280.8 636.966952 
 z
-" clip-path="url(#p8d3037e8d1)" style="fill: #ffe5cf"/>
+" clip-path="url(#p3de3400257)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_79"/>
    <g id="matplotlib.axis_80"/>
    <g id="line2d_79">
-    <path d="M 244.8 571.866055 
-L 280.8 571.866055 
-" clip-path="url(#p8d3037e8d1)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 244.8 635.677691 
+L 280.8 635.677691 
+" clip-path="url(#p3de3400257)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_80">
-    <path d="M 244.8 572.0367 
-L 280.8 572.0367 
-" clip-path="url(#p8d3037e8d1)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 244.8 636.146609 
+L 280.8 636.146609 
+" clip-path="url(#p3de3400257)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_318">
-    <path d="M 244.8 573.17434 
-L 244.8 568.05283 
+    <path d="M 244.8 639.272727 
+L 244.8 624.501818 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_319">
-    <path d="M 280.8 573.17434 
-L 280.8 568.05283 
+    <path d="M 280.8 639.272727 
+L 280.8 624.501818 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_320">
-    <path d="M 244.8 573.17434 
-L 280.8 573.17434 
+    <path d="M 244.8 639.272727 
+L 280.8 639.272727 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_321">
-    <path d="M 244.8 568.05283 
-L 280.8 568.05283 
+    <path d="M 244.8 624.501818 
+L 280.8 624.501818 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_40">
     <!-- $p=$0.2 -->
-    <g transform="translate(259.4 571.6167) scale(0.02 -0.02)">
+    <g transform="translate(259.4 635.726609) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -3448,80 +3349,79 @@ L 280.8 568.05283
     </g>
    </g>
   </g>
-  <g id="axes_322"/>
-  <g id="axes_323"/>
-  <g id="axes_324"/>
-  <g id="axes_325"/>
-  <g id="axes_326"/>
-  <g id="axes_327"/>
-  <g id="axes_328">
+  <g id="axes_223"/>
+  <g id="axes_224"/>
+  <g id="axes_225"/>
+  <g id="axes_226"/>
+  <g id="axes_227"/>
+  <g id="axes_228">
    <g id="patch_322">
-    <path d="M 151.2 589.095849 
-L 187.2 589.095849 
-L 187.2 583.97434 
-L 151.2 583.97434 
+    <path d="M 104.4 664.843636 
+L 140.4 664.843636 
+L 140.4 650.072727 
+L 104.4 650.072727 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_323">
-    <path d="M 152.836364 589.095849 
-L 169.2 589.095849 
-L 169.2 584.47419 
-L 152.836364 584.47419 
+    <path d="M 106.036364 664.843636 
+L 122.4 664.843636 
+L 122.4 651.557633 
+L 106.036364 651.557633 
 z
-" clip-path="url(#p01d3e904c5)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pe88860486c)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_324">
-    <path d="M 169.2 589.095849 
-L 185.563636 589.095849 
-L 185.563636 588.029312 
-L 169.2 588.029312 
+    <path d="M 122.4 664.843636 
+L 138.763636 664.843636 
+L 138.763636 662.499048 
+L 122.4 662.499048 
 z
-" clip-path="url(#p01d3e904c5)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pe88860486c)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_325">
-    <path d="M 151.2 588.246889 
-L 151.2 587.811735 
-L 187.2 587.811735 
-L 187.2 588.246889 
+    <path d="M 104.4 663.59297 
+L 104.4 661.405125 
+L 140.4 661.405125 
+L 140.4 663.59297 
 z
-" clip-path="url(#p01d3e904c5)" style="fill: #ffe5cf"/>
+" clip-path="url(#pe88860486c)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_81"/>
    <g id="matplotlib.axis_82"/>
    <g id="line2d_81">
-    <path d="M 151.2 588.029312 
-L 187.2 588.029312 
-" clip-path="url(#p01d3e904c5)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 104.4 662.499048 
+L 140.4 662.499048 
+" clip-path="url(#pe88860486c)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_82">
-    <path d="M 151.2 587.95821 
-L 187.2 587.95821 
-" clip-path="url(#p01d3e904c5)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 104.4 661.717518 
+L 140.4 661.717518 
+" clip-path="url(#pe88860486c)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_326">
-    <path d="M 151.2 589.095849 
-L 151.2 583.97434 
+    <path d="M 104.4 664.843636 
+L 104.4 650.072727 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_327">
-    <path d="M 187.2 589.095849 
-L 187.2 583.97434 
+    <path d="M 140.4 664.843636 
+L 140.4 650.072727 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_328">
-    <path d="M 151.2 589.095849 
-L 187.2 589.095849 
+    <path d="M 104.4 664.843636 
+L 140.4 664.843636 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_329">
-    <path d="M 151.2 583.97434 
-L 187.2 583.97434 
+    <path d="M 104.4 650.072727 
+L 140.4 650.072727 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_41">
     <!-- $p=$0.2 -->
-    <g transform="translate(165.8 587.53821) scale(0.02 -0.02)">
+    <g transform="translate(119 661.297518) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -3530,74 +3430,74 @@ L 187.2 583.97434
     </g>
    </g>
   </g>
-  <g id="axes_329">
+  <g id="axes_229">
    <g id="patch_330">
-    <path d="M 198 589.095849 
-L 234 589.095849 
-L 234 583.97434 
-L 198 583.97434 
+    <path d="M 151.2 664.843636 
+L 187.2 664.843636 
+L 187.2 650.072727 
+L 151.2 650.072727 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_331">
-    <path d="M 199.636364 589.095849 
-L 216 589.095849 
-L 216 584.531072 
-L 199.636364 584.531072 
+    <path d="M 152.836364 664.843636 
+L 169.2 664.843636 
+L 169.2 652.026551 
+L 152.836364 652.026551 
 z
-" clip-path="url(#p365fb1be2c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p484d8e40ef)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_332">
-    <path d="M 216 589.095849 
-L 232.363636 589.095849 
-L 232.363636 587.97243 
-L 216 587.97243 
+    <path d="M 169.2 664.843636 
+L 185.563636 664.843636 
+L 185.563636 662.03013 
+L 169.2 662.03013 
 z
-" clip-path="url(#p365fb1be2c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p484d8e40ef)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_333">
-    <path d="M 198 588.194356 
-L 198 587.750505 
-L 234 587.750505 
-L 234 588.194356 
+    <path d="M 151.2 663.207125 
+L 151.2 660.853135 
+L 187.2 660.853135 
+L 187.2 663.207125 
 z
-" clip-path="url(#p365fb1be2c)" style="fill: #ffe5cf"/>
+" clip-path="url(#p484d8e40ef)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_83"/>
    <g id="matplotlib.axis_84"/>
    <g id="line2d_83">
-    <path d="M 198 587.97243 
-L 234 587.97243 
-" clip-path="url(#p365fb1be2c)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 151.2 662.03013 
+L 187.2 662.03013 
+" clip-path="url(#p484d8e40ef)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_84">
-    <path d="M 198 587.95821 
-L 234 587.95821 
-" clip-path="url(#p365fb1be2c)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 151.2 661.717518 
+L 187.2 661.717518 
+" clip-path="url(#p484d8e40ef)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_334">
-    <path d="M 198 589.095849 
-L 198 583.97434 
+    <path d="M 151.2 664.843636 
+L 151.2 650.072727 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_335">
-    <path d="M 234 589.095849 
-L 234 583.97434 
+    <path d="M 187.2 664.843636 
+L 187.2 650.072727 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_336">
-    <path d="M 198 589.095849 
-L 234 589.095849 
+    <path d="M 151.2 664.843636 
+L 187.2 664.843636 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_337">
-    <path d="M 198 583.97434 
-L 234 583.97434 
+    <path d="M 151.2 650.072727 
+L 187.2 650.072727 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_42">
     <!-- $p=$0.2 -->
-    <g transform="translate(212.6 587.53821) scale(0.02 -0.02)">
+    <g transform="translate(165.8 661.297518) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -3606,74 +3506,74 @@ L 234 583.97434
     </g>
    </g>
   </g>
-  <g id="axes_330">
+  <g id="axes_230">
    <g id="patch_338">
-    <path d="M 244.8 589.095849 
-L 280.8 589.095849 
-L 280.8 583.97434 
-L 244.8 583.97434 
+    <path d="M 198 664.843636 
+L 234 664.843636 
+L 234 650.072727 
+L 198 650.072727 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_339">
-    <path d="M 246.436364 589.095849 
-L 262.8 589.095849 
-L 262.8 584.715938 
-L 246.436364 584.715938 
+    <path d="M 199.636364 664.843636 
+L 216 664.843636 
+L 216 652.182857 
+L 199.636364 652.182857 
 z
-" clip-path="url(#p3750eafb37)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p70dafd8f12)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_340">
-    <path d="M 262.8 589.095849 
-L 279.163636 589.095849 
-L 279.163636 587.787564 
-L 262.8 587.787564 
+    <path d="M 216 664.843636 
+L 232.363636 664.843636 
+L 232.363636 661.873824 
+L 216 661.873824 
 z
-" clip-path="url(#p3750eafb37)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p70dafd8f12)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_341">
-    <path d="M 244.8 588.022154 
-L 244.8 587.552974 
-L 280.8 587.552974 
-L 280.8 588.022154 
+    <path d="M 198 663.075675 
+L 198 660.671972 
+L 234 660.671972 
+L 234 663.075675 
 z
-" clip-path="url(#p3750eafb37)" style="fill: #ffe5cf"/>
+" clip-path="url(#p70dafd8f12)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_85"/>
    <g id="matplotlib.axis_86"/>
    <g id="line2d_85">
-    <path d="M 244.8 587.787564 
-L 280.8 587.787564 
-" clip-path="url(#p3750eafb37)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 198 661.873824 
+L 234 661.873824 
+" clip-path="url(#p70dafd8f12)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_86">
-    <path d="M 244.8 587.95821 
-L 280.8 587.95821 
-" clip-path="url(#p3750eafb37)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 198 661.717518 
+L 234 661.717518 
+" clip-path="url(#p70dafd8f12)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_342">
-    <path d="M 244.8 589.095849 
-L 244.8 583.97434 
+    <path d="M 198 664.843636 
+L 198 650.072727 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_343">
-    <path d="M 280.8 589.095849 
-L 280.8 583.97434 
+    <path d="M 234 664.843636 
+L 234 650.072727 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_344">
-    <path d="M 244.8 589.095849 
-L 280.8 589.095849 
+    <path d="M 198 664.843636 
+L 234 664.843636 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_345">
-    <path d="M 244.8 583.97434 
-L 280.8 583.97434 
+    <path d="M 198 650.072727 
+L 234 650.072727 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_43">
     <!-- $p=$0.2 -->
-    <g transform="translate(259.4 587.53821) scale(0.02 -0.02)">
+    <g transform="translate(212.6 661.297518) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -3682,80 +3582,74 @@ L 280.8 583.97434
     </g>
    </g>
   </g>
-  <g id="axes_331"/>
-  <g id="axes_332"/>
-  <g id="axes_333"/>
-  <g id="axes_334"/>
-  <g id="axes_335"/>
-  <g id="axes_336"/>
-  <g id="axes_337">
+  <g id="axes_231">
    <g id="patch_346">
-    <path d="M 151.2 605.017358 
-L 187.2 605.017358 
-L 187.2 599.895849 
-L 151.2 599.895849 
+    <path d="M 244.8 664.843636 
+L 280.8 664.843636 
+L 280.8 650.072727 
+L 244.8 650.072727 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_347">
-    <path d="M 152.836364 605.017358 
-L 169.2 605.017358 
-L 169.2 600.395699 
-L 152.836364 600.395699 
+    <path d="M 246.436364 664.843636 
+L 262.8 664.843636 
+L 262.8 652.651775 
+L 246.436364 652.651775 
 z
-" clip-path="url(#pbaf9f0ff38)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p3443672fd2)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_348">
-    <path d="M 169.2 605.017358 
-L 185.563636 605.017358 
-L 185.563636 603.950822 
-L 169.2 603.950822 
+    <path d="M 262.8 664.843636 
+L 279.163636 664.843636 
+L 279.163636 661.404906 
+L 262.8 661.404906 
 z
-" clip-path="url(#pbaf9f0ff38)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p3443672fd2)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_349">
-    <path d="M 151.2 604.168399 
-L 151.2 603.733245 
-L 187.2 603.733245 
-L 187.2 604.168399 
+    <path d="M 244.8 662.67399 
+L 244.8 660.135823 
+L 280.8 660.135823 
+L 280.8 662.67399 
 z
-" clip-path="url(#pbaf9f0ff38)" style="fill: #ffe5cf"/>
+" clip-path="url(#p3443672fd2)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_87"/>
    <g id="matplotlib.axis_88"/>
    <g id="line2d_87">
-    <path d="M 151.2 603.950822 
-L 187.2 603.950822 
-" clip-path="url(#pbaf9f0ff38)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 244.8 661.404906 
+L 280.8 661.404906 
+" clip-path="url(#p3443672fd2)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_88">
-    <path d="M 151.2 603.879719 
-L 187.2 603.879719 
-" clip-path="url(#pbaf9f0ff38)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 244.8 661.717518 
+L 280.8 661.717518 
+" clip-path="url(#p3443672fd2)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_350">
-    <path d="M 151.2 605.017358 
-L 151.2 599.895849 
+    <path d="M 244.8 664.843636 
+L 244.8 650.072727 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_351">
-    <path d="M 187.2 605.017358 
-L 187.2 599.895849 
+    <path d="M 280.8 664.843636 
+L 280.8 650.072727 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_352">
-    <path d="M 151.2 605.017358 
-L 187.2 605.017358 
+    <path d="M 244.8 664.843636 
+L 280.8 664.843636 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_353">
-    <path d="M 151.2 599.895849 
-L 187.2 599.895849 
+    <path d="M 244.8 650.072727 
+L 280.8 650.072727 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_44">
     <!-- $p=$0.2 -->
-    <g transform="translate(165.8 603.459719) scale(0.02 -0.02)">
+    <g transform="translate(259.4 661.297518) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -3764,74 +3658,74 @@ L 187.2 599.895849
     </g>
    </g>
   </g>
-  <g id="axes_338">
+  <g id="axes_232">
    <g id="patch_354">
-    <path d="M 198 605.017358 
-L 234 605.017358 
-L 234 599.895849 
-L 198 599.895849 
+    <path d="M 291.6 664.843636 
+L 327.6 664.843636 
+L 327.6 650.072727 
+L 291.6 650.072727 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_355">
-    <path d="M 199.636364 605.017358 
-L 216 605.017358 
-L 216 600.438361 
-L 199.636364 600.438361 
+    <path d="M 293.236364 664.843636 
+L 309.6 664.843636 
+L 309.6 653.120693 
+L 293.236364 653.120693 
 z
-" clip-path="url(#p72e8bfc5c2)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p4ee8da11a4)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_356">
-    <path d="M 216 605.017358 
-L 232.363636 605.017358 
-L 232.363636 603.90816 
-L 216 603.90816 
+    <path d="M 309.6 664.843636 
+L 325.963636 664.843636 
+L 325.963636 660.935988 
+L 309.6 660.935988 
 z
-" clip-path="url(#p72e8bfc5c2)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p4ee8da11a4)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_357">
-    <path d="M 198 604.12902 
-L 198 603.687301 
-L 234 603.687301 
-L 234 604.12902 
+    <path d="M 291.6 662.262564 
+L 291.6 659.609412 
+L 327.6 659.609412 
+L 327.6 662.262564 
 z
-" clip-path="url(#p72e8bfc5c2)" style="fill: #ffe5cf"/>
+" clip-path="url(#p4ee8da11a4)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_89"/>
    <g id="matplotlib.axis_90"/>
    <g id="line2d_89">
-    <path d="M 198 603.90816 
-L 234 603.90816 
-" clip-path="url(#p72e8bfc5c2)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 291.6 660.935988 
+L 327.6 660.935988 
+" clip-path="url(#p4ee8da11a4)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_90">
-    <path d="M 198 603.879719 
-L 234 603.879719 
-" clip-path="url(#p72e8bfc5c2)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 291.6 661.717518 
+L 327.6 661.717518 
+" clip-path="url(#p4ee8da11a4)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_358">
-    <path d="M 198 605.017358 
-L 198 599.895849 
+    <path d="M 291.6 664.843636 
+L 291.6 650.072727 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_359">
-    <path d="M 234 605.017358 
-L 234 599.895849 
+    <path d="M 327.6 664.843636 
+L 327.6 650.072727 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_360">
-    <path d="M 198 605.017358 
-L 234 605.017358 
+    <path d="M 291.6 664.843636 
+L 327.6 664.843636 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_361">
-    <path d="M 198 599.895849 
-L 234 599.895849 
+    <path d="M 291.6 650.072727 
+L 327.6 650.072727 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_45">
     <!-- $p=$0.2 -->
-    <g transform="translate(212.6 603.459719) scale(0.02 -0.02)">
+    <g transform="translate(306.2 661.297518) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -3840,74 +3734,74 @@ L 234 599.895849
     </g>
    </g>
   </g>
-  <g id="axes_339">
+  <g id="axes_233">
    <g id="patch_362">
-    <path d="M 244.8 605.017358 
-L 280.8 605.017358 
-L 280.8 599.895849 
-L 244.8 599.895849 
+    <path d="M 338.4 664.843636 
+L 374.4 664.843636 
+L 374.4 650.072727 
+L 338.4 650.072727 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_363">
-    <path d="M 246.436364 605.017358 
-L 262.8 605.017358 
-L 262.8 600.637448 
-L 246.436364 600.637448 
+    <path d="M 340.036364 664.843636 
+L 356.4 664.843636 
+L 356.4 653.433304 
+L 340.036364 653.433304 
 z
-" clip-path="url(#p329c97d9e5)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p78f93e7989)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_364">
-    <path d="M 262.8 605.017358 
-L 279.163636 605.017358 
-L 279.163636 603.709073 
-L 262.8 603.709073 
+    <path d="M 356.4 664.843636 
+L 372.763636 664.843636 
+L 372.763636 660.623377 
+L 356.4 660.623377 
 z
-" clip-path="url(#p329c97d9e5)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p78f93e7989)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_365">
-    <path d="M 244.8 603.943664 
-L 244.8 603.474483 
-L 280.8 603.474483 
-L 280.8 603.943664 
+    <path d="M 338.4 661.983489 
+L 338.4 659.263264 
+L 374.4 659.263264 
+L 374.4 661.983489 
 z
-" clip-path="url(#p329c97d9e5)" style="fill: #ffe5cf"/>
+" clip-path="url(#p78f93e7989)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_91"/>
    <g id="matplotlib.axis_92"/>
    <g id="line2d_91">
-    <path d="M 244.8 603.709073 
-L 280.8 603.709073 
-" clip-path="url(#p329c97d9e5)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 338.4 660.623377 
+L 374.4 660.623377 
+" clip-path="url(#p78f93e7989)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_92">
-    <path d="M 244.8 603.879719 
-L 280.8 603.879719 
-" clip-path="url(#p329c97d9e5)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 338.4 661.717518 
+L 374.4 661.717518 
+" clip-path="url(#p78f93e7989)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_366">
-    <path d="M 244.8 605.017358 
-L 244.8 599.895849 
+    <path d="M 338.4 664.843636 
+L 338.4 650.072727 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_367">
-    <path d="M 280.8 605.017358 
-L 280.8 599.895849 
+    <path d="M 374.4 664.843636 
+L 374.4 650.072727 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_368">
-    <path d="M 244.8 605.017358 
-L 280.8 605.017358 
+    <path d="M 338.4 664.843636 
+L 374.4 664.843636 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_369">
-    <path d="M 244.8 599.895849 
-L 280.8 599.895849 
+    <path d="M 338.4 650.072727 
+L 374.4 650.072727 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_46">
     <!-- $p=$0.2 -->
-    <g transform="translate(259.4 603.459719) scale(0.02 -0.02)">
+    <g transform="translate(353 661.297518) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -3916,80 +3810,76 @@ L 280.8 599.895849
     </g>
    </g>
   </g>
-  <g id="axes_340"/>
-  <g id="axes_341"/>
-  <g id="axes_342"/>
-  <g id="axes_343"/>
-  <g id="axes_344"/>
-  <g id="axes_345"/>
-  <g id="axes_346">
+  <g id="axes_234"/>
+  <g id="axes_235"/>
+  <g id="axes_236">
    <g id="patch_370">
-    <path d="M 151.2 620.938868 
-L 187.2 620.938868 
-L 187.2 615.817358 
-L 151.2 615.817358 
+    <path d="M 57.6 690.414545 
+L 93.6 690.414545 
+L 93.6 675.643636 
+L 57.6 675.643636 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_371">
-    <path d="M 152.836364 620.938868 
-L 169.2 620.938868 
-L 169.2 616.317209 
-L 152.836364 616.317209 
+    <path d="M 59.236364 690.414545 
+L 75.6 690.414545 
+L 75.6 676.972237 
+L 59.236364 676.972237 
 z
-" clip-path="url(#p9637dc40a7)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pf0d7a775c1)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_372">
-    <path d="M 169.2 620.938868 
-L 185.563636 620.938868 
-L 185.563636 619.872331 
-L 169.2 619.872331 
+    <path d="M 75.6 690.414545 
+L 91.963636 690.414545 
+L 91.963636 688.226263 
+L 75.6 688.226263 
 z
-" clip-path="url(#p9637dc40a7)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pf0d7a775c1)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_373">
-    <path d="M 151.2 620.089908 
-L 151.2 619.654754 
-L 187.2 619.654754 
-L 187.2 620.089908 
+    <path d="M 57.6 689.289291 
+L 57.6 687.163235 
+L 93.6 687.163235 
+L 93.6 689.289291 
 z
-" clip-path="url(#p9637dc40a7)" style="fill: #ffe5cf"/>
+" clip-path="url(#pf0d7a775c1)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_93"/>
    <g id="matplotlib.axis_94"/>
    <g id="line2d_93">
-    <path d="M 151.2 619.872331 
-L 187.2 619.872331 
-" clip-path="url(#p9637dc40a7)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 57.6 688.226263 
+L 93.6 688.226263 
+" clip-path="url(#pf0d7a775c1)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_94">
-    <path d="M 151.2 619.801229 
-L 187.2 619.801229 
-" clip-path="url(#p9637dc40a7)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 57.6 687.288427 
+L 93.6 687.288427 
+" clip-path="url(#pf0d7a775c1)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_374">
-    <path d="M 151.2 620.938868 
-L 151.2 615.817358 
+    <path d="M 57.6 690.414545 
+L 57.6 675.643636 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_375">
-    <path d="M 187.2 620.938868 
-L 187.2 615.817358 
+    <path d="M 93.6 690.414545 
+L 93.6 675.643636 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_376">
-    <path d="M 151.2 620.938868 
-L 187.2 620.938868 
+    <path d="M 57.6 690.414545 
+L 93.6 690.414545 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_377">
-    <path d="M 151.2 615.817358 
-L 187.2 615.817358 
+    <path d="M 57.6 675.643636 
+L 93.6 675.643636 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_47">
     <!-- $p=$0.2 -->
-    <g transform="translate(165.8 619.381229) scale(0.02 -0.02)">
+    <g transform="translate(72.2 686.868427) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -3998,74 +3888,74 @@ L 187.2 615.817358
     </g>
    </g>
   </g>
-  <g id="axes_347">
+  <g id="axes_237">
    <g id="patch_378">
-    <path d="M 198 620.938868 
-L 234 620.938868 
-L 234 615.817358 
-L 198 615.817358 
+    <path d="M 104.4 690.414545 
+L 140.4 690.414545 
+L 140.4 675.643636 
+L 104.4 675.643636 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_379">
-    <path d="M 199.636364 620.938868 
-L 216 620.938868 
-L 216 616.35987 
-L 199.636364 616.35987 
+    <path d="M 106.036364 690.414545 
+L 122.4 690.414545 
+L 122.4 677.128543 
+L 106.036364 677.128543 
 z
-" clip-path="url(#pa4f9cc172b)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p2f7a5a7876)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_380">
-    <path d="M 216 620.938868 
-L 232.363636 620.938868 
-L 232.363636 619.82967 
-L 216 619.82967 
+    <path d="M 122.4 690.414545 
+L 138.763636 690.414545 
+L 138.763636 688.069957 
+L 122.4 688.069957 
 z
-" clip-path="url(#pa4f9cc172b)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p2f7a5a7876)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_381">
-    <path d="M 198 620.050529 
-L 198 619.60881 
-L 234 619.60881 
-L 234 620.050529 
+    <path d="M 104.4 689.163879 
+L 104.4 686.976034 
+L 140.4 686.976034 
+L 140.4 689.163879 
 z
-" clip-path="url(#pa4f9cc172b)" style="fill: #ffe5cf"/>
+" clip-path="url(#p2f7a5a7876)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_95"/>
    <g id="matplotlib.axis_96"/>
    <g id="line2d_95">
-    <path d="M 198 619.82967 
-L 234 619.82967 
-" clip-path="url(#pa4f9cc172b)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 104.4 688.069957 
+L 140.4 688.069957 
+" clip-path="url(#p2f7a5a7876)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_96">
-    <path d="M 198 619.801229 
-L 234 619.801229 
-" clip-path="url(#pa4f9cc172b)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 104.4 687.288427 
+L 140.4 687.288427 
+" clip-path="url(#p2f7a5a7876)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_382">
-    <path d="M 198 620.938868 
-L 198 615.817358 
+    <path d="M 104.4 690.414545 
+L 104.4 675.643636 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_383">
-    <path d="M 234 620.938868 
-L 234 615.817358 
+    <path d="M 140.4 690.414545 
+L 140.4 675.643636 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_384">
-    <path d="M 198 620.938868 
-L 234 620.938868 
+    <path d="M 104.4 690.414545 
+L 140.4 690.414545 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_385">
-    <path d="M 198 615.817358 
-L 234 615.817358 
+    <path d="M 104.4 675.643636 
+L 140.4 675.643636 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_48">
     <!-- $p=$0.2 -->
-    <g transform="translate(212.6 619.381229) scale(0.02 -0.02)">
+    <g transform="translate(119 686.868427) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -4074,74 +3964,74 @@ L 234 615.817358
     </g>
    </g>
   </g>
-  <g id="axes_348">
+  <g id="axes_238">
    <g id="patch_386">
-    <path d="M 244.8 620.938868 
-L 280.8 620.938868 
-L 280.8 615.817358 
-L 244.8 615.817358 
+    <path d="M 151.2 690.414545 
+L 187.2 690.414545 
+L 187.2 675.643636 
+L 151.2 675.643636 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_387">
-    <path d="M 246.436364 620.938868 
-L 262.8 620.938868 
-L 262.8 616.544737 
-L 246.436364 616.544737 
+    <path d="M 152.836364 690.414545 
+L 169.2 690.414545 
+L 169.2 677.59746 
+L 152.836364 677.59746 
 z
-" clip-path="url(#pd6daad1474)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#ped3ac1982d)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_388">
-    <path d="M 262.8 620.938868 
-L 279.163636 620.938868 
-L 279.163636 619.644803 
-L 262.8 619.644803 
+    <path d="M 169.2 690.414545 
+L 185.563636 690.414545 
+L 185.563636 687.601039 
+L 169.2 687.601039 
 z
-" clip-path="url(#pd6daad1474)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#ped3ac1982d)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_389">
-    <path d="M 244.8 619.878494 
-L 244.8 619.411113 
-L 280.8 619.411113 
-L 280.8 619.878494 
+    <path d="M 151.2 688.778034 
+L 151.2 686.424044 
+L 187.2 686.424044 
+L 187.2 688.778034 
 z
-" clip-path="url(#pd6daad1474)" style="fill: #ffe5cf"/>
+" clip-path="url(#ped3ac1982d)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_97"/>
    <g id="matplotlib.axis_98"/>
    <g id="line2d_97">
-    <path d="M 244.8 619.644803 
-L 280.8 619.644803 
-" clip-path="url(#pd6daad1474)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 151.2 687.601039 
+L 187.2 687.601039 
+" clip-path="url(#ped3ac1982d)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_98">
-    <path d="M 244.8 619.801229 
-L 280.8 619.801229 
-" clip-path="url(#pd6daad1474)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 151.2 687.288427 
+L 187.2 687.288427 
+" clip-path="url(#ped3ac1982d)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_390">
-    <path d="M 244.8 620.938868 
-L 244.8 615.817358 
+    <path d="M 151.2 690.414545 
+L 151.2 675.643636 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_391">
-    <path d="M 280.8 620.938868 
-L 280.8 615.817358 
+    <path d="M 187.2 690.414545 
+L 187.2 675.643636 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_392">
-    <path d="M 244.8 620.938868 
-L 280.8 620.938868 
+    <path d="M 151.2 690.414545 
+L 187.2 690.414545 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_393">
-    <path d="M 244.8 615.817358 
-L 280.8 615.817358 
+    <path d="M 151.2 675.643636 
+L 187.2 675.643636 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_49">
     <!-- $p=$0.2 -->
-    <g transform="translate(259.4 619.381229) scale(0.02 -0.02)">
+    <g transform="translate(165.8 686.868427) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -4150,80 +4040,74 @@ L 280.8 615.817358
     </g>
    </g>
   </g>
-  <g id="axes_349"/>
-  <g id="axes_350"/>
-  <g id="axes_351"/>
-  <g id="axes_352"/>
-  <g id="axes_353"/>
-  <g id="axes_354"/>
-  <g id="axes_355">
+  <g id="axes_239">
    <g id="patch_394">
-    <path d="M 151.2 636.860377 
-L 187.2 636.860377 
-L 187.2 631.738868 
-L 151.2 631.738868 
+    <path d="M 198 690.414545 
+L 234 690.414545 
+L 234 675.643636 
+L 198 675.643636 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_395">
-    <path d="M 152.836364 636.860377 
-L 169.2 636.860377 
-L 169.2 632.210277 
-L 152.836364 632.210277 
+    <path d="M 199.636364 690.414545 
+L 216 690.414545 
+L 216 677.753766 
+L 199.636364 677.753766 
 z
-" clip-path="url(#p726128aa99)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p5716f627ff)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_396">
-    <path d="M 169.2 636.860377 
-L 185.563636 636.860377 
-L 185.563636 635.822282 
-L 169.2 635.822282 
+    <path d="M 216 690.414545 
+L 232.363636 690.414545 
+L 232.363636 687.444733 
+L 216 687.444733 
 z
-" clip-path="url(#p726128aa99)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p5716f627ff)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_397">
-    <path d="M 151.2 636.037597 
-L 151.2 635.606966 
-L 187.2 635.606966 
-L 187.2 636.037597 
+    <path d="M 198 688.646585 
+L 198 686.242882 
+L 234 686.242882 
+L 234 688.646585 
 z
-" clip-path="url(#p726128aa99)" style="fill: #ffe5cf"/>
+" clip-path="url(#p5716f627ff)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_99"/>
    <g id="matplotlib.axis_100"/>
    <g id="line2d_99">
-    <path d="M 151.2 635.822282 
-L 187.2 635.822282 
-" clip-path="url(#p726128aa99)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 198 687.444733 
+L 234 687.444733 
+" clip-path="url(#p5716f627ff)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_100">
-    <path d="M 151.2 635.722738 
-L 187.2 635.722738 
-" clip-path="url(#p726128aa99)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 198 687.288427 
+L 234 687.288427 
+" clip-path="url(#p5716f627ff)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_398">
-    <path d="M 151.2 636.860377 
-L 151.2 631.738868 
+    <path d="M 198 690.414545 
+L 198 675.643636 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_399">
-    <path d="M 187.2 636.860377 
-L 187.2 631.738868 
+    <path d="M 234 690.414545 
+L 234 675.643636 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_400">
-    <path d="M 151.2 636.860377 
-L 187.2 636.860377 
+    <path d="M 198 690.414545 
+L 234 690.414545 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_401">
-    <path d="M 151.2 631.738868 
-L 187.2 631.738868 
+    <path d="M 198 675.643636 
+L 234 675.643636 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_50">
     <!-- $p=$0.2 -->
-    <g transform="translate(165.8 635.302738) scale(0.02 -0.02)">
+    <g transform="translate(212.6 686.868427) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -4232,74 +4116,74 @@ L 187.2 631.738868
     </g>
    </g>
   </g>
-  <g id="axes_356">
+  <g id="axes_240">
    <g id="patch_402">
-    <path d="M 198 636.860377 
-L 234 636.860377 
-L 234 631.738868 
-L 198 631.738868 
+    <path d="M 244.8 690.414545 
+L 280.8 690.414545 
+L 280.8 675.643636 
+L 244.8 675.643636 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_403">
-    <path d="M 199.636364 636.860377 
-L 216 636.860377 
-L 216 632.28138 
-L 199.636364 632.28138 
+    <path d="M 246.436364 690.414545 
+L 262.8 690.414545 
+L 262.8 678.222684 
+L 246.436364 678.222684 
 z
-" clip-path="url(#p14274117ff)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pf2d702651a)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_404">
-    <path d="M 216 636.860377 
-L 232.363636 636.860377 
-L 232.363636 635.751179 
-L 216 635.751179 
+    <path d="M 262.8 690.414545 
+L 279.163636 690.414545 
+L 279.163636 686.975815 
+L 262.8 686.975815 
 z
-" clip-path="url(#p14274117ff)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pf2d702651a)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_405">
-    <path d="M 198 635.972039 
-L 198 635.53032 
-L 234 635.53032 
-L 234 635.972039 
+    <path d="M 244.8 688.244899 
+L 244.8 685.706732 
+L 280.8 685.706732 
+L 280.8 688.244899 
 z
-" clip-path="url(#p14274117ff)" style="fill: #ffe5cf"/>
+" clip-path="url(#pf2d702651a)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_101"/>
    <g id="matplotlib.axis_102"/>
    <g id="line2d_101">
-    <path d="M 198 635.751179 
-L 234 635.751179 
-" clip-path="url(#p14274117ff)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 244.8 686.975815 
+L 280.8 686.975815 
+" clip-path="url(#pf2d702651a)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_102">
-    <path d="M 198 635.722738 
-L 234 635.722738 
-" clip-path="url(#p14274117ff)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 244.8 687.288427 
+L 280.8 687.288427 
+" clip-path="url(#pf2d702651a)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_406">
-    <path d="M 198 636.860377 
-L 198 631.738868 
+    <path d="M 244.8 690.414545 
+L 244.8 675.643636 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_407">
-    <path d="M 234 636.860377 
-L 234 631.738868 
+    <path d="M 280.8 690.414545 
+L 280.8 675.643636 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_408">
-    <path d="M 198 636.860377 
-L 234 636.860377 
+    <path d="M 244.8 690.414545 
+L 280.8 690.414545 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_409">
-    <path d="M 198 631.738868 
-L 234 631.738868 
+    <path d="M 244.8 675.643636 
+L 280.8 675.643636 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_51">
     <!-- $p=$0.2 -->
-    <g transform="translate(212.6 635.302738) scale(0.02 -0.02)">
+    <g transform="translate(259.4 686.868427) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -4308,74 +4192,74 @@ L 234 631.738868
     </g>
    </g>
   </g>
-  <g id="axes_357">
+  <g id="axes_241">
    <g id="patch_410">
-    <path d="M 244.8 636.860377 
-L 280.8 636.860377 
-L 280.8 631.738868 
-L 244.8 631.738868 
+    <path d="M 291.6 690.414545 
+L 327.6 690.414545 
+L 327.6 675.643636 
+L 291.6 675.643636 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_411">
-    <path d="M 246.436364 636.860377 
-L 262.8 636.860377 
-L 262.8 632.466246 
-L 246.436364 632.466246 
+    <path d="M 293.236364 690.414545 
+L 309.6 690.414545 
+L 309.6 678.691602 
+L 293.236364 678.691602 
 z
-" clip-path="url(#pabfc204864)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p231896ea38)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_412">
-    <path d="M 262.8 636.860377 
-L 279.163636 636.860377 
-L 279.163636 635.566313 
-L 262.8 635.566313 
+    <path d="M 309.6 690.414545 
+L 325.963636 690.414545 
+L 325.963636 686.506898 
+L 309.6 686.506898 
 z
-" clip-path="url(#pabfc204864)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p231896ea38)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_413">
-    <path d="M 244.8 635.800003 
-L 244.8 635.332623 
-L 280.8 635.332623 
-L 280.8 635.800003 
+    <path d="M 291.6 687.833474 
+L 291.6 685.180322 
+L 327.6 685.180322 
+L 327.6 687.833474 
 z
-" clip-path="url(#pabfc204864)" style="fill: #ffe5cf"/>
+" clip-path="url(#p231896ea38)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_103"/>
    <g id="matplotlib.axis_104"/>
    <g id="line2d_103">
-    <path d="M 244.8 635.566313 
-L 280.8 635.566313 
-" clip-path="url(#pabfc204864)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 291.6 686.506898 
+L 327.6 686.506898 
+" clip-path="url(#p231896ea38)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_104">
-    <path d="M 244.8 635.722738 
-L 280.8 635.722738 
-" clip-path="url(#pabfc204864)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 291.6 687.288427 
+L 327.6 687.288427 
+" clip-path="url(#p231896ea38)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_414">
-    <path d="M 244.8 636.860377 
-L 244.8 631.738868 
+    <path d="M 291.6 690.414545 
+L 291.6 675.643636 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_415">
-    <path d="M 280.8 636.860377 
-L 280.8 631.738868 
+    <path d="M 327.6 690.414545 
+L 327.6 675.643636 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_416">
-    <path d="M 244.8 636.860377 
-L 280.8 636.860377 
+    <path d="M 291.6 690.414545 
+L 327.6 690.414545 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_417">
-    <path d="M 244.8 631.738868 
-L 280.8 631.738868 
+    <path d="M 291.6 675.643636 
+L 327.6 675.643636 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_52">
     <!-- $p=$0.2 -->
-    <g transform="translate(259.4 635.302738) scale(0.02 -0.02)">
+    <g transform="translate(306.2 686.868427) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -4384,80 +4268,74 @@ L 280.8 631.738868
     </g>
    </g>
   </g>
-  <g id="axes_358"/>
-  <g id="axes_359"/>
-  <g id="axes_360"/>
-  <g id="axes_361"/>
-  <g id="axes_362"/>
-  <g id="axes_363"/>
-  <g id="axes_364">
+  <g id="axes_242">
    <g id="patch_418">
-    <path d="M 151.2 652.781887 
-L 187.2 652.781887 
-L 187.2 647.660377 
-L 151.2 647.660377 
+    <path d="M 338.4 690.414545 
+L 374.4 690.414545 
+L 374.4 675.643636 
+L 338.4 675.643636 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_419">
-    <path d="M 152.836364 652.781887 
-L 169.2 652.781887 
-L 169.2 648.131787 
-L 152.836364 648.131787 
+    <path d="M 340.036364 690.414545 
+L 356.4 690.414545 
+L 356.4 679.004214 
+L 340.036364 679.004214 
 z
-" clip-path="url(#pf5a2f4d94f)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pf880fbca7b)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_420">
-    <path d="M 169.2 652.781887 
-L 185.563636 652.781887 
-L 185.563636 651.743791 
-L 169.2 651.743791 
+    <path d="M 356.4 690.414545 
+L 372.763636 690.414545 
+L 372.763636 686.194286 
+L 356.4 686.194286 
 z
-" clip-path="url(#pf5a2f4d94f)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pf880fbca7b)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_421">
-    <path d="M 151.2 651.959107 
-L 151.2 651.528475 
-L 187.2 651.528475 
-L 187.2 651.959107 
+    <path d="M 338.4 687.554398 
+L 338.4 684.834173 
+L 374.4 684.834173 
+L 374.4 687.554398 
 z
-" clip-path="url(#pf5a2f4d94f)" style="fill: #ffe5cf"/>
+" clip-path="url(#pf880fbca7b)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_105"/>
    <g id="matplotlib.axis_106"/>
    <g id="line2d_105">
-    <path d="M 151.2 651.743791 
-L 187.2 651.743791 
-" clip-path="url(#pf5a2f4d94f)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 338.4 686.194286 
+L 374.4 686.194286 
+" clip-path="url(#pf880fbca7b)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_106">
-    <path d="M 151.2 651.644248 
-L 187.2 651.644248 
-" clip-path="url(#pf5a2f4d94f)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 338.4 687.288427 
+L 374.4 687.288427 
+" clip-path="url(#pf880fbca7b)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_422">
-    <path d="M 151.2 652.781887 
-L 151.2 647.660377 
+    <path d="M 338.4 690.414545 
+L 338.4 675.643636 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_423">
-    <path d="M 187.2 652.781887 
-L 187.2 647.660377 
+    <path d="M 374.4 690.414545 
+L 374.4 675.643636 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_424">
-    <path d="M 151.2 652.781887 
-L 187.2 652.781887 
+    <path d="M 338.4 690.414545 
+L 374.4 690.414545 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_425">
-    <path d="M 151.2 647.660377 
-L 187.2 647.660377 
+    <path d="M 338.4 675.643636 
+L 374.4 675.643636 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_53">
     <!-- $p=$0.2 -->
-    <g transform="translate(165.8 651.224248) scale(0.02 -0.02)">
+    <g transform="translate(353 686.868427) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -4466,74 +4344,76 @@ L 187.2 647.660377
     </g>
    </g>
   </g>
-  <g id="axes_365">
+  <g id="axes_243"/>
+  <g id="axes_244"/>
+  <g id="axes_245">
    <g id="patch_426">
-    <path d="M 198 652.781887 
-L 234 652.781887 
-L 234 647.660377 
-L 198 647.660377 
+    <path d="M 57.6 715.985455 
+L 93.6 715.985455 
+L 93.6 701.214545 
+L 57.6 701.214545 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_427">
-    <path d="M 199.636364 652.781887 
-L 216 652.781887 
-L 216 648.202889 
-L 199.636364 648.202889 
+    <path d="M 59.236364 715.985455 
+L 75.6 715.985455 
+L 75.6 702.543146 
+L 59.236364 702.543146 
 z
-" clip-path="url(#p3e77f96634)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p9ee3c5bbfb)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_428">
-    <path d="M 216 652.781887 
-L 232.363636 652.781887 
-L 232.363636 651.672689 
-L 216 651.672689 
+    <path d="M 75.6 715.985455 
+L 91.963636 715.985455 
+L 91.963636 713.797172 
+L 75.6 713.797172 
 z
-" clip-path="url(#p3e77f96634)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p9ee3c5bbfb)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_429">
-    <path d="M 198 651.893548 
-L 198 651.451829 
-L 234 651.451829 
-L 234 651.893548 
+    <path d="M 57.6 714.8602 
+L 57.6 712.734144 
+L 93.6 712.734144 
+L 93.6 714.8602 
 z
-" clip-path="url(#p3e77f96634)" style="fill: #ffe5cf"/>
+" clip-path="url(#p9ee3c5bbfb)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_107"/>
    <g id="matplotlib.axis_108"/>
    <g id="line2d_107">
-    <path d="M 198 651.672689 
-L 234 651.672689 
-" clip-path="url(#p3e77f96634)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 57.6 713.797172 
+L 93.6 713.797172 
+" clip-path="url(#p9ee3c5bbfb)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_108">
-    <path d="M 198 651.644248 
-L 234 651.644248 
-" clip-path="url(#p3e77f96634)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 57.6 712.859336 
+L 93.6 712.859336 
+" clip-path="url(#p9ee3c5bbfb)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_430">
-    <path d="M 198 652.781887 
-L 198 647.660377 
+    <path d="M 57.6 715.985455 
+L 57.6 701.214545 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_431">
-    <path d="M 234 652.781887 
-L 234 647.660377 
+    <path d="M 93.6 715.985455 
+L 93.6 701.214545 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_432">
-    <path d="M 198 652.781887 
-L 234 652.781887 
+    <path d="M 57.6 715.985455 
+L 93.6 715.985455 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_433">
-    <path d="M 198 647.660377 
-L 234 647.660377 
+    <path d="M 57.6 701.214545 
+L 93.6 701.214545 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_54">
     <!-- $p=$0.2 -->
-    <g transform="translate(212.6 651.224248) scale(0.02 -0.02)">
+    <g transform="translate(72.2 712.439336) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -4542,74 +4422,74 @@ L 234 647.660377
     </g>
    </g>
   </g>
-  <g id="axes_366">
+  <g id="axes_246">
    <g id="patch_434">
-    <path d="M 244.8 652.781887 
-L 280.8 652.781887 
-L 280.8 647.660377 
-L 244.8 647.660377 
+    <path d="M 104.4 715.985455 
+L 140.4 715.985455 
+L 140.4 701.214545 
+L 104.4 701.214545 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_435">
-    <path d="M 246.436364 652.781887 
-L 262.8 652.781887 
-L 262.8 648.373535 
-L 246.436364 648.373535 
+    <path d="M 106.036364 715.985455 
+L 122.4 715.985455 
+L 122.4 702.699452 
+L 106.036364 702.699452 
 z
-" clip-path="url(#p3042aa0ea3)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p4d63b407f2)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_436">
-    <path d="M 262.8 652.781887 
-L 279.163636 652.781887 
-L 279.163636 651.502043 
-L 262.8 651.502043 
+    <path d="M 122.4 715.985455 
+L 138.763636 715.985455 
+L 138.763636 713.640866 
+L 122.4 713.640866 
 z
-" clip-path="url(#p3042aa0ea3)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p4d63b407f2)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_437">
-    <path d="M 244.8 651.734821 
-L 244.8 651.269264 
-L 280.8 651.269264 
-L 280.8 651.734821 
+    <path d="M 104.4 714.734788 
+L 104.4 712.546943 
+L 140.4 712.546943 
+L 140.4 714.734788 
 z
-" clip-path="url(#p3042aa0ea3)" style="fill: #ffe5cf"/>
+" clip-path="url(#p4d63b407f2)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_109"/>
    <g id="matplotlib.axis_110"/>
    <g id="line2d_109">
-    <path d="M 244.8 651.502043 
-L 280.8 651.502043 
-" clip-path="url(#p3042aa0ea3)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 104.4 713.640866 
+L 140.4 713.640866 
+" clip-path="url(#p4d63b407f2)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_110">
-    <path d="M 244.8 651.644248 
-L 280.8 651.644248 
-" clip-path="url(#p3042aa0ea3)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 104.4 712.859336 
+L 140.4 712.859336 
+" clip-path="url(#p4d63b407f2)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_438">
-    <path d="M 244.8 652.781887 
-L 244.8 647.660377 
+    <path d="M 104.4 715.985455 
+L 104.4 701.214545 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_439">
-    <path d="M 280.8 652.781887 
-L 280.8 647.660377 
+    <path d="M 140.4 715.985455 
+L 140.4 701.214545 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_440">
-    <path d="M 244.8 652.781887 
-L 280.8 652.781887 
+    <path d="M 104.4 715.985455 
+L 140.4 715.985455 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_441">
-    <path d="M 244.8 647.660377 
-L 280.8 647.660377 
+    <path d="M 104.4 701.214545 
+L 140.4 701.214545 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_55">
     <!-- $p=$0.2 -->
-    <g transform="translate(259.4 651.224248) scale(0.02 -0.02)">
+    <g transform="translate(119 712.439336) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -4618,80 +4498,74 @@ L 280.8 647.660377
     </g>
    </g>
   </g>
-  <g id="axes_367"/>
-  <g id="axes_368"/>
-  <g id="axes_369"/>
-  <g id="axes_370"/>
-  <g id="axes_371"/>
-  <g id="axes_372"/>
-  <g id="axes_373">
+  <g id="axes_247">
    <g id="patch_442">
-    <path d="M 151.2 668.703396 
-L 187.2 668.703396 
-L 187.2 663.581887 
-L 151.2 663.581887 
+    <path d="M 151.2 715.985455 
+L 187.2 715.985455 
+L 187.2 701.214545 
+L 151.2 701.214545 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_443">
-    <path d="M 152.836364 668.703396 
-L 169.2 668.703396 
-L 169.2 664.053296 
-L 152.836364 664.053296 
+    <path d="M 152.836364 715.985455 
+L 169.2 715.985455 
+L 169.2 703.168369 
+L 152.836364 703.168369 
 z
-" clip-path="url(#p4f3ba414ac)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p75e1aa8a3b)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_444">
-    <path d="M 169.2 668.703396 
-L 185.563636 668.703396 
-L 185.563636 667.6653 
-L 169.2 667.6653 
+    <path d="M 169.2 715.985455 
+L 185.563636 715.985455 
+L 185.563636 713.171948 
+L 169.2 713.171948 
 z
-" clip-path="url(#p4f3ba414ac)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p75e1aa8a3b)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_445">
-    <path d="M 151.2 667.880616 
-L 151.2 667.449985 
-L 187.2 667.449985 
-L 187.2 667.880616 
+    <path d="M 151.2 714.348943 
+L 151.2 711.994953 
+L 187.2 711.994953 
+L 187.2 714.348943 
 z
-" clip-path="url(#p4f3ba414ac)" style="fill: #ffe5cf"/>
+" clip-path="url(#p75e1aa8a3b)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_111"/>
    <g id="matplotlib.axis_112"/>
    <g id="line2d_111">
-    <path d="M 151.2 667.6653 
-L 187.2 667.6653 
-" clip-path="url(#p4f3ba414ac)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 151.2 713.171948 
+L 187.2 713.171948 
+" clip-path="url(#p75e1aa8a3b)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_112">
-    <path d="M 151.2 667.565757 
-L 187.2 667.565757 
-" clip-path="url(#p4f3ba414ac)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 151.2 712.859336 
+L 187.2 712.859336 
+" clip-path="url(#p75e1aa8a3b)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_446">
-    <path d="M 151.2 668.703396 
-L 151.2 663.581887 
+    <path d="M 151.2 715.985455 
+L 151.2 701.214545 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_447">
-    <path d="M 187.2 668.703396 
-L 187.2 663.581887 
+    <path d="M 187.2 715.985455 
+L 187.2 701.214545 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_448">
-    <path d="M 151.2 668.703396 
-L 187.2 668.703396 
+    <path d="M 151.2 715.985455 
+L 187.2 715.985455 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_449">
-    <path d="M 151.2 663.581887 
-L 187.2 663.581887 
+    <path d="M 151.2 701.214545 
+L 187.2 701.214545 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_56">
     <!-- $p=$0.2 -->
-    <g transform="translate(165.8 667.145757) scale(0.02 -0.02)">
+    <g transform="translate(165.8 712.439336) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -4700,74 +4574,74 @@ L 187.2 663.581887
     </g>
    </g>
   </g>
-  <g id="axes_374">
+  <g id="axes_248">
    <g id="patch_450">
-    <path d="M 198 668.703396 
-L 234 668.703396 
-L 234 663.581887 
-L 198 663.581887 
+    <path d="M 198 715.985455 
+L 234 715.985455 
+L 234 701.214545 
+L 198 701.214545 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_451">
-    <path d="M 199.636364 668.703396 
-L 216 668.703396 
-L 216 664.124398 
-L 199.636364 664.124398 
+    <path d="M 199.636364 715.985455 
+L 216 715.985455 
+L 216 703.324675 
+L 199.636364 703.324675 
 z
-" clip-path="url(#pb8817a7a2b)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p76776319cb)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_452">
-    <path d="M 216 668.703396 
-L 232.363636 668.703396 
-L 232.363636 667.594198 
-L 216 667.594198 
+    <path d="M 216 715.985455 
+L 232.363636 715.985455 
+L 232.363636 713.015642 
+L 216 713.015642 
 z
-" clip-path="url(#pb8817a7a2b)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p76776319cb)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_453">
-    <path d="M 198 667.815057 
-L 198 667.373339 
-L 234 667.373339 
-L 234 667.815057 
+    <path d="M 198 714.217494 
+L 198 711.813791 
+L 234 711.813791 
+L 234 714.217494 
 z
-" clip-path="url(#pb8817a7a2b)" style="fill: #ffe5cf"/>
+" clip-path="url(#p76776319cb)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_113"/>
    <g id="matplotlib.axis_114"/>
    <g id="line2d_113">
-    <path d="M 198 667.594198 
-L 234 667.594198 
-" clip-path="url(#pb8817a7a2b)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 198 713.015642 
+L 234 713.015642 
+" clip-path="url(#p76776319cb)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_114">
-    <path d="M 198 667.565757 
-L 234 667.565757 
-" clip-path="url(#pb8817a7a2b)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 198 712.859336 
+L 234 712.859336 
+" clip-path="url(#p76776319cb)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_454">
-    <path d="M 198 668.703396 
-L 198 663.581887 
+    <path d="M 198 715.985455 
+L 198 701.214545 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_455">
-    <path d="M 234 668.703396 
-L 234 663.581887 
+    <path d="M 234 715.985455 
+L 234 701.214545 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_456">
-    <path d="M 198 668.703396 
-L 234 668.703396 
+    <path d="M 198 715.985455 
+L 234 715.985455 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_457">
-    <path d="M 198 663.581887 
-L 234 663.581887 
+    <path d="M 198 701.214545 
+L 234 701.214545 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_57">
     <!-- $p=$0.2 -->
-    <g transform="translate(212.6 667.145757) scale(0.02 -0.02)">
+    <g transform="translate(212.6 712.439336) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -4776,74 +4650,74 @@ L 234 663.581887
     </g>
    </g>
   </g>
-  <g id="axes_375">
+  <g id="axes_249">
    <g id="patch_458">
-    <path d="M 244.8 668.703396 
-L 280.8 668.703396 
-L 280.8 663.581887 
-L 244.8 663.581887 
+    <path d="M 244.8 715.985455 
+L 280.8 715.985455 
+L 280.8 701.214545 
+L 244.8 701.214545 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_459">
-    <path d="M 246.436364 668.703396 
-L 262.8 668.703396 
-L 262.8 664.295044 
-L 246.436364 664.295044 
+    <path d="M 246.436364 715.985455 
+L 262.8 715.985455 
+L 262.8 703.793593 
+L 246.436364 703.793593 
 z
-" clip-path="url(#pc26694c8d3)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pd64f4457af)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_460">
-    <path d="M 262.8 668.703396 
-L 279.163636 668.703396 
-L 279.163636 667.423552 
-L 262.8 667.423552 
+    <path d="M 262.8 715.985455 
+L 279.163636 715.985455 
+L 279.163636 712.546724 
+L 262.8 712.546724 
 z
-" clip-path="url(#pc26694c8d3)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pd64f4457af)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_461">
-    <path d="M 244.8 667.656331 
-L 244.8 667.190774 
-L 280.8 667.190774 
-L 280.8 667.656331 
+    <path d="M 244.8 713.815808 
+L 244.8 711.277641 
+L 280.8 711.277641 
+L 280.8 713.815808 
 z
-" clip-path="url(#pc26694c8d3)" style="fill: #ffe5cf"/>
+" clip-path="url(#pd64f4457af)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_115"/>
    <g id="matplotlib.axis_116"/>
    <g id="line2d_115">
-    <path d="M 244.8 667.423552 
-L 280.8 667.423552 
-" clip-path="url(#pc26694c8d3)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 244.8 712.546724 
+L 280.8 712.546724 
+" clip-path="url(#pd64f4457af)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_116">
-    <path d="M 244.8 667.565757 
-L 280.8 667.565757 
-" clip-path="url(#pc26694c8d3)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 244.8 712.859336 
+L 280.8 712.859336 
+" clip-path="url(#pd64f4457af)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_462">
-    <path d="M 244.8 668.703396 
-L 244.8 663.581887 
+    <path d="M 244.8 715.985455 
+L 244.8 701.214545 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_463">
-    <path d="M 280.8 668.703396 
-L 280.8 663.581887 
+    <path d="M 280.8 715.985455 
+L 280.8 701.214545 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_464">
-    <path d="M 244.8 668.703396 
-L 280.8 668.703396 
+    <path d="M 244.8 715.985455 
+L 280.8 715.985455 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_465">
-    <path d="M 244.8 663.581887 
-L 280.8 663.581887 
+    <path d="M 244.8 701.214545 
+L 280.8 701.214545 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_58">
     <!-- $p=$0.2 -->
-    <g transform="translate(259.4 667.145757) scale(0.02 -0.02)">
+    <g transform="translate(259.4 712.439336) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -4852,80 +4726,74 @@ L 280.8 663.581887
     </g>
    </g>
   </g>
-  <g id="axes_376"/>
-  <g id="axes_377"/>
-  <g id="axes_378"/>
-  <g id="axes_379"/>
-  <g id="axes_380"/>
-  <g id="axes_381"/>
-  <g id="axes_382">
+  <g id="axes_250">
    <g id="patch_466">
-    <path d="M 151.2 684.624906 
-L 187.2 684.624906 
-L 187.2 679.503396 
-L 151.2 679.503396 
+    <path d="M 291.6 715.985455 
+L 327.6 715.985455 
+L 327.6 701.214545 
+L 291.6 701.214545 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_467">
-    <path d="M 152.836364 684.624906 
-L 169.2 684.624906 
-L 169.2 679.974805 
-L 152.836364 679.974805 
+    <path d="M 293.236364 715.985455 
+L 309.6 715.985455 
+L 309.6 704.262511 
+L 293.236364 704.262511 
 z
-" clip-path="url(#p42a4f484f9)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p03887f1583)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_468">
-    <path d="M 169.2 684.624906 
-L 185.563636 684.624906 
-L 185.563636 683.58681 
-L 169.2 683.58681 
+    <path d="M 309.6 715.985455 
+L 325.963636 715.985455 
+L 325.963636 712.077807 
+L 309.6 712.077807 
 z
-" clip-path="url(#p42a4f484f9)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p03887f1583)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_469">
-    <path d="M 151.2 683.802126 
-L 151.2 683.371494 
-L 187.2 683.371494 
-L 187.2 683.802126 
+    <path d="M 291.6 713.404383 
+L 291.6 710.751231 
+L 327.6 710.751231 
+L 327.6 713.404383 
 z
-" clip-path="url(#p42a4f484f9)" style="fill: #ffe5cf"/>
+" clip-path="url(#p03887f1583)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_117"/>
    <g id="matplotlib.axis_118"/>
    <g id="line2d_117">
-    <path d="M 151.2 683.58681 
-L 187.2 683.58681 
-" clip-path="url(#p42a4f484f9)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 291.6 712.077807 
+L 327.6 712.077807 
+" clip-path="url(#p03887f1583)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_118">
-    <path d="M 151.2 683.487266 
-L 187.2 683.487266 
-" clip-path="url(#p42a4f484f9)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 291.6 712.859336 
+L 327.6 712.859336 
+" clip-path="url(#p03887f1583)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_470">
-    <path d="M 151.2 684.624906 
-L 151.2 679.503396 
+    <path d="M 291.6 715.985455 
+L 291.6 701.214545 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_471">
-    <path d="M 187.2 684.624906 
-L 187.2 679.503396 
+    <path d="M 327.6 715.985455 
+L 327.6 701.214545 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_472">
-    <path d="M 151.2 684.624906 
-L 187.2 684.624906 
+    <path d="M 291.6 715.985455 
+L 327.6 715.985455 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_473">
-    <path d="M 151.2 679.503396 
-L 187.2 679.503396 
+    <path d="M 291.6 701.214545 
+L 327.6 701.214545 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_59">
     <!-- $p=$0.2 -->
-    <g transform="translate(165.8 683.067266) scale(0.02 -0.02)">
+    <g transform="translate(306.2 712.439336) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -4934,74 +4802,74 @@ L 187.2 679.503396
     </g>
    </g>
   </g>
-  <g id="axes_383">
+  <g id="axes_251">
    <g id="patch_474">
-    <path d="M 198 684.624906 
-L 234 684.624906 
-L 234 679.503396 
-L 198 679.503396 
+    <path d="M 338.4 715.985455 
+L 374.4 715.985455 
+L 374.4 701.214545 
+L 338.4 701.214545 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_475">
-    <path d="M 199.636364 684.624906 
-L 216 684.624906 
-L 216 680.045908 
-L 199.636364 680.045908 
+    <path d="M 340.036364 715.985455 
+L 356.4 715.985455 
+L 356.4 704.575123 
+L 340.036364 704.575123 
 z
-" clip-path="url(#p52a9fe618b)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pfed3e4c0a4)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_476">
-    <path d="M 216 684.624906 
-L 232.363636 684.624906 
-L 232.363636 683.515707 
-L 216 683.515707 
+    <path d="M 356.4 715.985455 
+L 372.763636 715.985455 
+L 372.763636 711.765195 
+L 356.4 711.765195 
 z
-" clip-path="url(#p52a9fe618b)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pfed3e4c0a4)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_477">
-    <path d="M 198 683.736567 
-L 198 683.294848 
-L 234 683.294848 
-L 234 683.736567 
+    <path d="M 338.4 713.125307 
+L 338.4 710.405082 
+L 374.4 710.405082 
+L 374.4 713.125307 
 z
-" clip-path="url(#p52a9fe618b)" style="fill: #ffe5cf"/>
+" clip-path="url(#pfed3e4c0a4)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_119"/>
    <g id="matplotlib.axis_120"/>
    <g id="line2d_119">
-    <path d="M 198 683.515707 
-L 234 683.515707 
-" clip-path="url(#p52a9fe618b)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 338.4 711.765195 
+L 374.4 711.765195 
+" clip-path="url(#pfed3e4c0a4)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_120">
-    <path d="M 198 683.487266 
-L 234 683.487266 
-" clip-path="url(#p52a9fe618b)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 338.4 712.859336 
+L 374.4 712.859336 
+" clip-path="url(#pfed3e4c0a4)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_478">
-    <path d="M 198 684.624906 
-L 198 679.503396 
+    <path d="M 338.4 715.985455 
+L 338.4 701.214545 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_479">
-    <path d="M 234 684.624906 
-L 234 679.503396 
+    <path d="M 374.4 715.985455 
+L 374.4 701.214545 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_480">
-    <path d="M 198 684.624906 
-L 234 684.624906 
+    <path d="M 338.4 715.985455 
+L 374.4 715.985455 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_481">
-    <path d="M 198 679.503396 
-L 234 679.503396 
+    <path d="M 338.4 701.214545 
+L 374.4 701.214545 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_60">
     <!-- $p=$0.2 -->
-    <g transform="translate(212.6 683.067266) scale(0.02 -0.02)">
+    <g transform="translate(353 712.439336) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -5010,74 +4878,76 @@ L 234 679.503396
     </g>
    </g>
   </g>
-  <g id="axes_384">
+  <g id="axes_252"/>
+  <g id="axes_253"/>
+  <g id="axes_254">
    <g id="patch_482">
-    <path d="M 244.8 684.624906 
-L 280.8 684.624906 
-L 280.8 679.503396 
-L 244.8 679.503396 
+    <path d="M 57.6 741.556364 
+L 93.6 741.556364 
+L 93.6 726.785455 
+L 57.6 726.785455 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_483">
-    <path d="M 246.436364 684.624906 
-L 262.8 684.624906 
-L 262.8 680.202333 
-L 246.436364 680.202333 
+    <path d="M 59.236364 741.556364 
+L 75.6 741.556364 
+L 75.6 728.114055 
+L 59.236364 728.114055 
 z
-" clip-path="url(#pe73d26e843)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p63f01fa6e0)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_484">
-    <path d="M 262.8 684.624906 
-L 279.163636 684.624906 
-L 279.163636 683.359282 
-L 262.8 683.359282 
+    <path d="M 75.6 741.556364 
+L 91.963636 741.556364 
+L 91.963636 739.368081 
+L 75.6 739.368081 
 z
-" clip-path="url(#pe73d26e843)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p63f01fa6e0)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_485">
-    <path d="M 244.8 683.591137 
-L 244.8 683.127427 
-L 280.8 683.127427 
-L 280.8 683.591137 
+    <path d="M 57.6 740.431109 
+L 57.6 738.305053 
+L 93.6 738.305053 
+L 93.6 740.431109 
 z
-" clip-path="url(#pe73d26e843)" style="fill: #ffe5cf"/>
+" clip-path="url(#p63f01fa6e0)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_121"/>
    <g id="matplotlib.axis_122"/>
    <g id="line2d_121">
-    <path d="M 244.8 683.359282 
-L 280.8 683.359282 
-" clip-path="url(#pe73d26e843)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 57.6 739.368081 
+L 93.6 739.368081 
+" clip-path="url(#p63f01fa6e0)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_122">
-    <path d="M 244.8 683.487266 
-L 280.8 683.487266 
-" clip-path="url(#pe73d26e843)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 57.6 738.430245 
+L 93.6 738.430245 
+" clip-path="url(#p63f01fa6e0)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_486">
-    <path d="M 244.8 684.624906 
-L 244.8 679.503396 
+    <path d="M 57.6 741.556364 
+L 57.6 726.785455 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_487">
-    <path d="M 280.8 684.624906 
-L 280.8 679.503396 
+    <path d="M 93.6 741.556364 
+L 93.6 726.785455 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_488">
-    <path d="M 244.8 684.624906 
-L 280.8 684.624906 
+    <path d="M 57.6 741.556364 
+L 93.6 741.556364 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_489">
-    <path d="M 244.8 679.503396 
-L 280.8 679.503396 
+    <path d="M 57.6 726.785455 
+L 93.6 726.785455 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_61">
     <!-- $p=$0.2 -->
-    <g transform="translate(259.4 683.067266) scale(0.02 -0.02)">
+    <g transform="translate(72.2 738.010245) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -5086,80 +4956,74 @@ L 280.8 679.503396
     </g>
    </g>
   </g>
-  <g id="axes_385"/>
-  <g id="axes_386"/>
-  <g id="axes_387"/>
-  <g id="axes_388"/>
-  <g id="axes_389"/>
-  <g id="axes_390"/>
-  <g id="axes_391">
+  <g id="axes_255">
    <g id="patch_490">
-    <path d="M 151.2 700.546415 
-L 187.2 700.546415 
-L 187.2 695.424906 
-L 151.2 695.424906 
+    <path d="M 104.4 741.556364 
+L 140.4 741.556364 
+L 140.4 726.785455 
+L 104.4 726.785455 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_491">
-    <path d="M 152.836364 700.546415 
-L 169.2 700.546415 
-L 169.2 695.882094 
-L 152.836364 695.882094 
+    <path d="M 106.036364 741.556364 
+L 122.4 741.556364 
+L 122.4 728.270361 
+L 106.036364 728.270361 
 z
-" clip-path="url(#p9b12d987fe)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p75a5f7d5f9)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_492">
-    <path d="M 169.2 700.546415 
-L 185.563636 700.546415 
-L 185.563636 699.52254 
-L 169.2 699.52254 
+    <path d="M 122.4 741.556364 
+L 138.763636 741.556364 
+L 138.763636 739.211775 
+L 122.4 739.211775 
 z
-" clip-path="url(#p9b12d987fe)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p75a5f7d5f9)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_493">
-    <path d="M 151.2 699.736703 
-L 151.2 699.308377 
-L 187.2 699.308377 
-L 187.2 699.736703 
+    <path d="M 104.4 740.305697 
+L 104.4 738.117852 
+L 140.4 738.117852 
+L 140.4 740.305697 
 z
-" clip-path="url(#p9b12d987fe)" style="fill: #ffe5cf"/>
+" clip-path="url(#p75a5f7d5f9)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_123"/>
    <g id="matplotlib.axis_124"/>
    <g id="line2d_123">
-    <path d="M 151.2 699.52254 
-L 187.2 699.52254 
-" clip-path="url(#p9b12d987fe)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 104.4 739.211775 
+L 140.4 739.211775 
+" clip-path="url(#p75a5f7d5f9)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_124">
-    <path d="M 151.2 699.408776 
-L 187.2 699.408776 
-" clip-path="url(#p9b12d987fe)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 104.4 738.430245 
+L 140.4 738.430245 
+" clip-path="url(#p75a5f7d5f9)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_494">
-    <path d="M 151.2 700.546415 
-L 151.2 695.424906 
+    <path d="M 104.4 741.556364 
+L 104.4 726.785455 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_495">
-    <path d="M 187.2 700.546415 
-L 187.2 695.424906 
+    <path d="M 140.4 741.556364 
+L 140.4 726.785455 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_496">
-    <path d="M 151.2 700.546415 
-L 187.2 700.546415 
+    <path d="M 104.4 741.556364 
+L 140.4 741.556364 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_497">
-    <path d="M 151.2 695.424906 
-L 187.2 695.424906 
+    <path d="M 104.4 726.785455 
+L 140.4 726.785455 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_62">
     <!-- $p=$0.2 -->
-    <g transform="translate(165.8 698.988776) scale(0.02 -0.02)">
+    <g transform="translate(119 738.010245) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -5168,74 +5032,74 @@ L 187.2 695.424906
     </g>
    </g>
   </g>
-  <g id="axes_392">
+  <g id="axes_256">
    <g id="patch_498">
-    <path d="M 198 700.546415 
-L 234 700.546415 
-L 234 695.424906 
-L 198 695.424906 
+    <path d="M 151.2 741.556364 
+L 187.2 741.556364 
+L 187.2 726.785455 
+L 151.2 726.785455 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_499">
-    <path d="M 199.636364 700.546415 
-L 216 700.546415 
-L 216 695.967417 
-L 199.636364 695.967417 
+    <path d="M 152.836364 741.556364 
+L 169.2 741.556364 
+L 169.2 728.739278 
+L 152.836364 728.739278 
 z
-" clip-path="url(#pcaf9b24ff8)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pfe0fe7d302)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_500">
-    <path d="M 216 700.546415 
-L 232.363636 700.546415 
-L 232.363636 699.437217 
-L 216 699.437217 
+    <path d="M 169.2 741.556364 
+L 185.563636 741.556364 
+L 185.563636 738.742857 
+L 169.2 738.742857 
 z
-" clip-path="url(#pcaf9b24ff8)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pfe0fe7d302)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_501">
-    <path d="M 198 699.658076 
-L 198 699.216357 
-L 234 699.216357 
-L 234 699.658076 
+    <path d="M 151.2 739.919852 
+L 151.2 737.565862 
+L 187.2 737.565862 
+L 187.2 739.919852 
 z
-" clip-path="url(#pcaf9b24ff8)" style="fill: #ffe5cf"/>
+" clip-path="url(#pfe0fe7d302)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_125"/>
    <g id="matplotlib.axis_126"/>
    <g id="line2d_125">
-    <path d="M 198 699.437217 
-L 234 699.437217 
-" clip-path="url(#pcaf9b24ff8)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 151.2 738.742857 
+L 187.2 738.742857 
+" clip-path="url(#pfe0fe7d302)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_126">
-    <path d="M 198 699.408776 
-L 234 699.408776 
-" clip-path="url(#pcaf9b24ff8)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 151.2 738.430245 
+L 187.2 738.430245 
+" clip-path="url(#pfe0fe7d302)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_502">
-    <path d="M 198 700.546415 
-L 198 695.424906 
+    <path d="M 151.2 741.556364 
+L 151.2 726.785455 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_503">
-    <path d="M 234 700.546415 
-L 234 695.424906 
+    <path d="M 187.2 741.556364 
+L 187.2 726.785455 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_504">
-    <path d="M 198 700.546415 
-L 234 700.546415 
+    <path d="M 151.2 741.556364 
+L 187.2 741.556364 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_505">
-    <path d="M 198 695.424906 
-L 234 695.424906 
+    <path d="M 151.2 726.785455 
+L 187.2 726.785455 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_63">
     <!-- $p=$0.2 -->
-    <g transform="translate(212.6 698.988776) scale(0.02 -0.02)">
+    <g transform="translate(165.8 738.010245) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -5244,74 +5108,74 @@ L 234 695.424906
     </g>
    </g>
   </g>
-  <g id="axes_393">
+  <g id="axes_257">
    <g id="patch_506">
-    <path d="M 244.8 700.546415 
-L 280.8 700.546415 
-L 280.8 695.424906 
-L 244.8 695.424906 
+    <path d="M 198 741.556364 
+L 234 741.556364 
+L 234 726.785455 
+L 198 726.785455 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_507">
-    <path d="M 246.436364 700.546415 
-L 262.8 700.546415 
-L 262.8 696.123843 
-L 246.436364 696.123843 
+    <path d="M 199.636364 741.556364 
+L 216 741.556364 
+L 216 728.895584 
+L 199.636364 728.895584 
 z
-" clip-path="url(#p3180c9d681)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p7c01d5f2b3)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_508">
-    <path d="M 262.8 700.546415 
-L 279.163636 700.546415 
-L 279.163636 699.280791 
-L 262.8 699.280791 
+    <path d="M 216 741.556364 
+L 232.363636 741.556364 
+L 232.363636 738.586551 
+L 216 738.586551 
 z
-" clip-path="url(#p3180c9d681)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p7c01d5f2b3)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_509">
-    <path d="M 244.8 699.512646 
-L 244.8 699.048937 
-L 280.8 699.048937 
-L 280.8 699.512646 
+    <path d="M 198 739.788403 
+L 198 737.3847 
+L 234 737.3847 
+L 234 739.788403 
 z
-" clip-path="url(#p3180c9d681)" style="fill: #ffe5cf"/>
+" clip-path="url(#p7c01d5f2b3)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_127"/>
    <g id="matplotlib.axis_128"/>
    <g id="line2d_127">
-    <path d="M 244.8 699.280791 
-L 280.8 699.280791 
-" clip-path="url(#p3180c9d681)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 198 738.586551 
+L 234 738.586551 
+" clip-path="url(#p7c01d5f2b3)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_128">
-    <path d="M 244.8 699.408776 
-L 280.8 699.408776 
-" clip-path="url(#p3180c9d681)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 198 738.430245 
+L 234 738.430245 
+" clip-path="url(#p7c01d5f2b3)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_510">
-    <path d="M 244.8 700.546415 
-L 244.8 695.424906 
+    <path d="M 198 741.556364 
+L 198 726.785455 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_511">
-    <path d="M 280.8 700.546415 
-L 280.8 695.424906 
+    <path d="M 234 741.556364 
+L 234 726.785455 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_512">
-    <path d="M 244.8 700.546415 
-L 280.8 700.546415 
+    <path d="M 198 741.556364 
+L 234 741.556364 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_513">
-    <path d="M 244.8 695.424906 
-L 280.8 695.424906 
+    <path d="M 198 726.785455 
+L 234 726.785455 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_64">
     <!-- $p=$0.2 -->
-    <g transform="translate(259.4 698.988776) scale(0.02 -0.02)">
+    <g transform="translate(212.6 738.010245) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -5320,80 +5184,74 @@ L 280.8 695.424906
     </g>
    </g>
   </g>
-  <g id="axes_394"/>
-  <g id="axes_395"/>
-  <g id="axes_396"/>
-  <g id="axes_397"/>
-  <g id="axes_398"/>
-  <g id="axes_399"/>
-  <g id="axes_400">
+  <g id="axes_258">
    <g id="patch_514">
-    <path d="M 151.2 716.467925 
-L 187.2 716.467925 
-L 187.2 711.346415 
-L 151.2 711.346415 
+    <path d="M 244.8 741.556364 
+L 280.8 741.556364 
+L 280.8 726.785455 
+L 244.8 726.785455 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_515">
-    <path d="M 152.836364 716.467925 
-L 169.2 716.467925 
-L 169.2 711.789383 
-L 152.836364 711.789383 
+    <path d="M 246.436364 741.556364 
+L 262.8 741.556364 
+L 262.8 729.364502 
+L 246.436364 729.364502 
 z
-" clip-path="url(#pd32e898e19)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p3373a1b25a)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_516">
-    <path d="M 169.2 716.467925 
-L 185.563636 716.467925 
-L 185.563636 715.45827 
-L 169.2 715.45827 
+    <path d="M 262.8 741.556364 
+L 279.163636 741.556364 
+L 279.163636 738.117633 
+L 262.8 738.117633 
 z
-" clip-path="url(#pd32e898e19)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p3373a1b25a)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_517">
-    <path d="M 151.2 715.671264 
-L 151.2 715.245276 
-L 187.2 715.245276 
-L 187.2 715.671264 
+    <path d="M 244.8 739.386717 
+L 244.8 736.84855 
+L 280.8 736.84855 
+L 280.8 739.386717 
 z
-" clip-path="url(#pd32e898e19)" style="fill: #ffe5cf"/>
+" clip-path="url(#p3373a1b25a)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_129"/>
    <g id="matplotlib.axis_130"/>
    <g id="line2d_129">
-    <path d="M 151.2 715.45827 
-L 187.2 715.45827 
-" clip-path="url(#pd32e898e19)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 244.8 738.117633 
+L 280.8 738.117633 
+" clip-path="url(#p3373a1b25a)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_130">
-    <path d="M 151.2 715.330285 
-L 187.2 715.330285 
-" clip-path="url(#pd32e898e19)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 244.8 738.430245 
+L 280.8 738.430245 
+" clip-path="url(#p3373a1b25a)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_518">
-    <path d="M 151.2 716.467925 
-L 151.2 711.346415 
+    <path d="M 244.8 741.556364 
+L 244.8 726.785455 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_519">
-    <path d="M 187.2 716.467925 
-L 187.2 711.346415 
+    <path d="M 280.8 741.556364 
+L 280.8 726.785455 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_520">
-    <path d="M 151.2 716.467925 
-L 187.2 716.467925 
+    <path d="M 244.8 741.556364 
+L 280.8 741.556364 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_521">
-    <path d="M 151.2 711.346415 
-L 187.2 711.346415 
+    <path d="M 244.8 726.785455 
+L 280.8 726.785455 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_65">
     <!-- $p=$0.2 -->
-    <g transform="translate(165.8 714.910285) scale(0.02 -0.02)">
+    <g transform="translate(259.4 738.010245) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -5402,74 +5260,74 @@ L 187.2 711.346415
     </g>
    </g>
   </g>
-  <g id="axes_401">
+  <g id="axes_259">
    <g id="patch_522">
-    <path d="M 198 716.467925 
-L 234 716.467925 
-L 234 711.346415 
-L 198 711.346415 
+    <path d="M 291.6 741.556364 
+L 327.6 741.556364 
+L 327.6 726.785455 
+L 291.6 726.785455 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_523">
-    <path d="M 199.636364 716.467925 
-L 216 716.467925 
-L 216 711.874706 
-L 199.636364 711.874706 
+    <path d="M 293.236364 741.556364 
+L 309.6 741.556364 
+L 309.6 729.677114 
+L 293.236364 729.677114 
 z
-" clip-path="url(#p6580e329ac)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p0abaa276db)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_524">
-    <path d="M 216 716.467925 
-L 232.363636 716.467925 
-L 232.363636 715.372947 
-L 216 715.372947 
+    <path d="M 309.6 741.556364 
+L 325.963636 741.556364 
+L 325.963636 737.805022 
+L 309.6 737.805022 
 z
-" clip-path="url(#p6580e329ac)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p0abaa276db)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_525">
-    <path d="M 198 715.592726 
-L 198 715.153167 
-L 234 715.153167 
-L 234 715.592726 
+    <path d="M 291.6 739.113432 
+L 291.6 736.496611 
+L 327.6 736.496611 
+L 327.6 739.113432 
 z
-" clip-path="url(#p6580e329ac)" style="fill: #ffe5cf"/>
+" clip-path="url(#p0abaa276db)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_131"/>
    <g id="matplotlib.axis_132"/>
    <g id="line2d_131">
-    <path d="M 198 715.372947 
-L 234 715.372947 
-" clip-path="url(#p6580e329ac)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 291.6 737.805022 
+L 327.6 737.805022 
+" clip-path="url(#p0abaa276db)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_132">
-    <path d="M 198 715.330285 
-L 234 715.330285 
-" clip-path="url(#p6580e329ac)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 291.6 738.430245 
+L 327.6 738.430245 
+" clip-path="url(#p0abaa276db)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_526">
-    <path d="M 198 716.467925 
-L 198 711.346415 
+    <path d="M 291.6 741.556364 
+L 291.6 726.785455 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_527">
-    <path d="M 234 716.467925 
-L 234 711.346415 
+    <path d="M 327.6 741.556364 
+L 327.6 726.785455 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_528">
-    <path d="M 198 716.467925 
-L 234 716.467925 
+    <path d="M 291.6 741.556364 
+L 327.6 741.556364 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_529">
-    <path d="M 198 711.346415 
-L 234 711.346415 
+    <path d="M 291.6 726.785455 
+L 327.6 726.785455 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_66">
     <!-- $p=$0.2 -->
-    <g transform="translate(212.6 714.910285) scale(0.02 -0.02)">
+    <g transform="translate(306.2 738.010245) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -5478,74 +5336,74 @@ L 234 711.346415
     </g>
    </g>
   </g>
-  <g id="axes_402">
+  <g id="axes_260">
    <g id="patch_530">
-    <path d="M 244.8 716.467925 
-L 280.8 716.467925 
-L 280.8 711.346415 
-L 244.8 711.346415 
+    <path d="M 338.4 741.556364 
+L 374.4 741.556364 
+L 374.4 726.785455 
+L 338.4 726.785455 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_531">
-    <path d="M 246.436364 716.467925 
-L 262.8 716.467925 
-L 262.8 712.045352 
-L 246.436364 712.045352 
+    <path d="M 340.036364 741.556364 
+L 356.4 741.556364 
+L 356.4 729.989726 
+L 340.036364 729.989726 
 z
-" clip-path="url(#pfa18daaaba)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pad09c6e523)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_532">
-    <path d="M 262.8 716.467925 
-L 279.163636 716.467925 
-L 279.163636 715.202301 
-L 262.8 715.202301 
+    <path d="M 356.4 741.556364 
+L 372.763636 741.556364 
+L 372.763636 737.49241 
+L 356.4 737.49241 
 z
-" clip-path="url(#pfa18daaaba)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pad09c6e523)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_533">
-    <path d="M 244.8 715.434156 
-L 244.8 714.970446 
-L 280.8 714.970446 
-L 280.8 715.434156 
+    <path d="M 338.4 738.836208 
+L 338.4 736.148612 
+L 374.4 736.148612 
+L 374.4 738.836208 
 z
-" clip-path="url(#pfa18daaaba)" style="fill: #ffe5cf"/>
+" clip-path="url(#pad09c6e523)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_133"/>
    <g id="matplotlib.axis_134"/>
    <g id="line2d_133">
-    <path d="M 244.8 715.202301 
-L 280.8 715.202301 
-" clip-path="url(#pfa18daaaba)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 338.4 737.49241 
+L 374.4 737.49241 
+" clip-path="url(#pad09c6e523)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_134">
-    <path d="M 244.8 715.330285 
-L 280.8 715.330285 
-" clip-path="url(#pfa18daaaba)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 338.4 738.430245 
+L 374.4 738.430245 
+" clip-path="url(#pad09c6e523)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_534">
-    <path d="M 244.8 716.467925 
-L 244.8 711.346415 
+    <path d="M 338.4 741.556364 
+L 338.4 726.785455 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_535">
-    <path d="M 280.8 716.467925 
-L 280.8 711.346415 
+    <path d="M 374.4 741.556364 
+L 374.4 726.785455 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_536">
-    <path d="M 244.8 716.467925 
-L 280.8 716.467925 
+    <path d="M 338.4 741.556364 
+L 374.4 741.556364 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_537">
-    <path d="M 244.8 711.346415 
-L 280.8 711.346415 
+    <path d="M 338.4 726.785455 
+L 374.4 726.785455 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_67">
     <!-- $p=$0.2 -->
-    <g transform="translate(259.4 714.910285) scale(0.02 -0.02)">
+    <g transform="translate(353 738.010245) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -5554,80 +5412,76 @@ L 280.8 711.346415
     </g>
    </g>
   </g>
-  <g id="axes_403"/>
-  <g id="axes_404"/>
-  <g id="axes_405"/>
-  <g id="axes_406"/>
-  <g id="axes_407"/>
-  <g id="axes_408"/>
-  <g id="axes_409">
+  <g id="axes_261"/>
+  <g id="axes_262"/>
+  <g id="axes_263">
    <g id="patch_538">
-    <path d="M 151.2 732.389434 
-L 187.2 732.389434 
-L 187.2 727.267925 
-L 151.2 727.267925 
+    <path d="M 57.6 767.127273 
+L 93.6 767.127273 
+L 93.6 752.356364 
+L 57.6 752.356364 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_539">
-    <path d="M 152.836364 732.389434 
-L 169.2 732.389434 
-L 169.2 727.710893 
-L 152.836364 727.710893 
+    <path d="M 59.236364 767.127273 
+L 75.6 767.127273 
+L 75.6 753.684964 
+L 59.236364 753.684964 
 z
-" clip-path="url(#pa87d51dd54)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pcd259a5d2f)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_540">
-    <path d="M 169.2 732.389434 
-L 185.563636 732.389434 
-L 185.563636 731.379779 
-L 169.2 731.379779 
+    <path d="M 75.6 767.127273 
+L 91.963636 767.127273 
+L 91.963636 764.93899 
+L 75.6 764.93899 
 z
-" clip-path="url(#pa87d51dd54)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pcd259a5d2f)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_541">
-    <path d="M 151.2 731.592773 
-L 151.2 731.166785 
-L 187.2 731.166785 
-L 187.2 731.592773 
+    <path d="M 57.6 766.002018 
+L 57.6 763.875962 
+L 93.6 763.875962 
+L 93.6 766.002018 
 z
-" clip-path="url(#pa87d51dd54)" style="fill: #ffe5cf"/>
+" clip-path="url(#pcd259a5d2f)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_135"/>
    <g id="matplotlib.axis_136"/>
    <g id="line2d_135">
-    <path d="M 151.2 731.379779 
-L 187.2 731.379779 
-" clip-path="url(#pa87d51dd54)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 57.6 764.93899 
+L 93.6 764.93899 
+" clip-path="url(#pcd259a5d2f)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_136">
-    <path d="M 151.2 731.251795 
-L 187.2 731.251795 
-" clip-path="url(#pa87d51dd54)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 57.6 764.001154 
+L 93.6 764.001154 
+" clip-path="url(#pcd259a5d2f)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_542">
-    <path d="M 151.2 732.389434 
-L 151.2 727.267925 
+    <path d="M 57.6 767.127273 
+L 57.6 752.356364 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_543">
-    <path d="M 187.2 732.389434 
-L 187.2 727.267925 
+    <path d="M 93.6 767.127273 
+L 93.6 752.356364 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_544">
-    <path d="M 151.2 732.389434 
-L 187.2 732.389434 
+    <path d="M 57.6 767.127273 
+L 93.6 767.127273 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_545">
-    <path d="M 151.2 727.267925 
-L 187.2 727.267925 
+    <path d="M 57.6 752.356364 
+L 93.6 752.356364 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_68">
     <!-- $p=$0.2 -->
-    <g transform="translate(165.8 730.831795) scale(0.02 -0.02)">
+    <g transform="translate(72.2 763.581154) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -5636,74 +5490,74 @@ L 187.2 727.267925
     </g>
    </g>
   </g>
-  <g id="axes_410">
+  <g id="axes_264">
    <g id="patch_546">
-    <path d="M 198 732.389434 
-L 234 732.389434 
-L 234 727.267925 
-L 198 727.267925 
+    <path d="M 104.4 767.127273 
+L 140.4 767.127273 
+L 140.4 752.356364 
+L 104.4 752.356364 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_547">
-    <path d="M 199.636364 732.389434 
-L 216 732.389434 
-L 216 727.796216 
-L 199.636364 727.796216 
+    <path d="M 106.036364 767.127273 
+L 122.4 767.127273 
+L 122.4 753.84127 
+L 106.036364 753.84127 
 z
-" clip-path="url(#p2f0b506621)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pe4529d5e0c)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_548">
-    <path d="M 216 732.389434 
-L 232.363636 732.389434 
-L 232.363636 731.294456 
-L 216 731.294456 
+    <path d="M 122.4 767.127273 
+L 138.763636 767.127273 
+L 138.763636 764.782684 
+L 122.4 764.782684 
 z
-" clip-path="url(#p2f0b506621)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pe4529d5e0c)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_549">
-    <path d="M 198 731.514236 
-L 198 731.074677 
-L 234 731.074677 
-L 234 731.514236 
+    <path d="M 104.4 765.876607 
+L 104.4 763.688761 
+L 140.4 763.688761 
+L 140.4 765.876607 
 z
-" clip-path="url(#p2f0b506621)" style="fill: #ffe5cf"/>
+" clip-path="url(#pe4529d5e0c)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_137"/>
    <g id="matplotlib.axis_138"/>
    <g id="line2d_137">
-    <path d="M 198 731.294456 
-L 234 731.294456 
-" clip-path="url(#p2f0b506621)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 104.4 764.782684 
+L 140.4 764.782684 
+" clip-path="url(#pe4529d5e0c)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_138">
-    <path d="M 198 731.251795 
-L 234 731.251795 
-" clip-path="url(#p2f0b506621)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 104.4 764.001154 
+L 140.4 764.001154 
+" clip-path="url(#pe4529d5e0c)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_550">
-    <path d="M 198 732.389434 
-L 198 727.267925 
+    <path d="M 104.4 767.127273 
+L 104.4 752.356364 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_551">
-    <path d="M 234 732.389434 
-L 234 727.267925 
+    <path d="M 140.4 767.127273 
+L 140.4 752.356364 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_552">
-    <path d="M 198 732.389434 
-L 234 732.389434 
+    <path d="M 104.4 767.127273 
+L 140.4 767.127273 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_553">
-    <path d="M 198 727.267925 
-L 234 727.267925 
+    <path d="M 104.4 752.356364 
+L 140.4 752.356364 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_69">
     <!-- $p=$0.2 -->
-    <g transform="translate(212.6 730.831795) scale(0.02 -0.02)">
+    <g transform="translate(119 763.581154) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -5712,74 +5566,74 @@ L 234 727.267925
     </g>
    </g>
   </g>
-  <g id="axes_411">
+  <g id="axes_265">
    <g id="patch_554">
-    <path d="M 244.8 732.389434 
-L 280.8 732.389434 
-L 280.8 727.267925 
-L 244.8 727.267925 
+    <path d="M 151.2 767.127273 
+L 187.2 767.127273 
+L 187.2 752.356364 
+L 151.2 752.356364 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_555">
-    <path d="M 246.436364 732.389434 
-L 262.8 732.389434 
-L 262.8 727.966862 
-L 246.436364 727.966862 
+    <path d="M 152.836364 767.127273 
+L 169.2 767.127273 
+L 169.2 754.310188 
+L 152.836364 754.310188 
 z
-" clip-path="url(#pd07bc8f259)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p7288034177)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_556">
-    <path d="M 262.8 732.389434 
-L 279.163636 732.389434 
-L 279.163636 731.12381 
-L 262.8 731.12381 
+    <path d="M 169.2 767.127273 
+L 185.563636 767.127273 
+L 185.563636 764.313766 
+L 169.2 764.313766 
 z
-" clip-path="url(#pd07bc8f259)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p7288034177)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_557">
-    <path d="M 244.8 731.355665 
-L 244.8 730.891956 
-L 280.8 730.891956 
-L 280.8 731.355665 
+    <path d="M 151.2 765.490761 
+L 151.2 763.136771 
+L 187.2 763.136771 
+L 187.2 765.490761 
 z
-" clip-path="url(#pd07bc8f259)" style="fill: #ffe5cf"/>
+" clip-path="url(#p7288034177)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_139"/>
    <g id="matplotlib.axis_140"/>
    <g id="line2d_139">
-    <path d="M 244.8 731.12381 
-L 280.8 731.12381 
-" clip-path="url(#pd07bc8f259)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 151.2 764.313766 
+L 187.2 764.313766 
+" clip-path="url(#p7288034177)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_140">
-    <path d="M 244.8 731.251795 
-L 280.8 731.251795 
-" clip-path="url(#pd07bc8f259)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 151.2 764.001154 
+L 187.2 764.001154 
+" clip-path="url(#p7288034177)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_558">
-    <path d="M 244.8 732.389434 
-L 244.8 727.267925 
+    <path d="M 151.2 767.127273 
+L 151.2 752.356364 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_559">
-    <path d="M 280.8 732.389434 
-L 280.8 727.267925 
+    <path d="M 187.2 767.127273 
+L 187.2 752.356364 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_560">
-    <path d="M 244.8 732.389434 
-L 280.8 732.389434 
+    <path d="M 151.2 767.127273 
+L 187.2 767.127273 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_561">
-    <path d="M 244.8 727.267925 
-L 280.8 727.267925 
+    <path d="M 151.2 752.356364 
+L 187.2 752.356364 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_70">
     <!-- $p=$0.2 -->
-    <g transform="translate(259.4 730.831795) scale(0.02 -0.02)">
+    <g transform="translate(165.8 763.581154) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -5788,80 +5642,74 @@ L 280.8 727.267925
     </g>
    </g>
   </g>
-  <g id="axes_412"/>
-  <g id="axes_413"/>
-  <g id="axes_414"/>
-  <g id="axes_415"/>
-  <g id="axes_416"/>
-  <g id="axes_417"/>
-  <g id="axes_418">
+  <g id="axes_266">
    <g id="patch_562">
-    <path d="M 151.2 748.310943 
-L 187.2 748.310943 
-L 187.2 743.189434 
-L 151.2 743.189434 
+    <path d="M 198 767.127273 
+L 234 767.127273 
+L 234 752.356364 
+L 198 752.356364 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_563">
-    <path d="M 152.836364 748.310943 
-L 169.2 748.310943 
-L 169.2 743.632402 
-L 152.836364 743.632402 
+    <path d="M 199.636364 767.127273 
+L 216 767.127273 
+L 216 754.466494 
+L 199.636364 754.466494 
 z
-" clip-path="url(#p0510ca4537)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pa8380fc050)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_564">
-    <path d="M 169.2 748.310943 
-L 185.563636 748.310943 
-L 185.563636 747.301289 
-L 169.2 747.301289 
+    <path d="M 216 767.127273 
+L 232.363636 767.127273 
+L 232.363636 764.15746 
+L 216 764.15746 
 z
-" clip-path="url(#p0510ca4537)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pa8380fc050)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_565">
-    <path d="M 151.2 747.514283 
-L 151.2 747.088294 
-L 187.2 747.088294 
-L 187.2 747.514283 
+    <path d="M 198 765.359312 
+L 198 762.955609 
+L 234 762.955609 
+L 234 765.359312 
 z
-" clip-path="url(#p0510ca4537)" style="fill: #ffe5cf"/>
+" clip-path="url(#pa8380fc050)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_141"/>
    <g id="matplotlib.axis_142"/>
    <g id="line2d_141">
-    <path d="M 151.2 747.301289 
-L 187.2 747.301289 
-" clip-path="url(#p0510ca4537)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 198 764.15746 
+L 234 764.15746 
+" clip-path="url(#pa8380fc050)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_142">
-    <path d="M 151.2 747.173304 
-L 187.2 747.173304 
-" clip-path="url(#p0510ca4537)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 198 764.001154 
+L 234 764.001154 
+" clip-path="url(#pa8380fc050)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_566">
-    <path d="M 151.2 748.310943 
-L 151.2 743.189434 
+    <path d="M 198 767.127273 
+L 198 752.356364 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_567">
-    <path d="M 187.2 748.310943 
-L 187.2 743.189434 
+    <path d="M 234 767.127273 
+L 234 752.356364 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_568">
-    <path d="M 151.2 748.310943 
-L 187.2 748.310943 
+    <path d="M 198 767.127273 
+L 234 767.127273 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_569">
-    <path d="M 151.2 743.189434 
-L 187.2 743.189434 
+    <path d="M 198 752.356364 
+L 234 752.356364 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_71">
     <!-- $p=$0.2 -->
-    <g transform="translate(165.8 746.753304) scale(0.02 -0.02)">
+    <g transform="translate(212.6 763.581154) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -5870,74 +5718,74 @@ L 187.2 743.189434
     </g>
    </g>
   </g>
-  <g id="axes_419">
+  <g id="axes_267">
    <g id="patch_570">
-    <path d="M 198 748.310943 
-L 234 748.310943 
-L 234 743.189434 
-L 198 743.189434 
+    <path d="M 244.8 767.127273 
+L 280.8 767.127273 
+L 280.8 752.356364 
+L 244.8 752.356364 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_571">
-    <path d="M 199.636364 748.310943 
-L 216 748.310943 
-L 216 743.703505 
-L 199.636364 743.703505 
+    <path d="M 246.436364 767.127273 
+L 262.8 767.127273 
+L 262.8 754.935411 
+L 246.436364 754.935411 
 z
-" clip-path="url(#pab30dfe345)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p39e8a45e1e)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_572">
-    <path d="M 216 748.310943 
-L 232.363636 748.310943 
-L 232.363636 747.230186 
-L 216 747.230186 
+    <path d="M 262.8 767.127273 
+L 279.163636 767.127273 
+L 279.163636 763.688543 
+L 262.8 763.688543 
 z
-" clip-path="url(#pab30dfe345)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p39e8a45e1e)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_573">
-    <path d="M 198 747.448872 
-L 198 747.011501 
-L 234 747.011501 
-L 234 747.448872 
+    <path d="M 244.8 764.957626 
+L 244.8 762.419459 
+L 280.8 762.419459 
+L 280.8 764.957626 
 z
-" clip-path="url(#pab30dfe345)" style="fill: #ffe5cf"/>
+" clip-path="url(#p39e8a45e1e)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_143"/>
    <g id="matplotlib.axis_144"/>
    <g id="line2d_143">
-    <path d="M 198 747.230186 
-L 234 747.230186 
-" clip-path="url(#pab30dfe345)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 244.8 763.688543 
+L 280.8 763.688543 
+" clip-path="url(#p39e8a45e1e)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_144">
-    <path d="M 198 747.173304 
-L 234 747.173304 
-" clip-path="url(#pab30dfe345)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 244.8 764.001154 
+L 280.8 764.001154 
+" clip-path="url(#p39e8a45e1e)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_574">
-    <path d="M 198 748.310943 
-L 198 743.189434 
+    <path d="M 244.8 767.127273 
+L 244.8 752.356364 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_575">
-    <path d="M 234 748.310943 
-L 234 743.189434 
+    <path d="M 280.8 767.127273 
+L 280.8 752.356364 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_576">
-    <path d="M 198 748.310943 
-L 234 748.310943 
+    <path d="M 244.8 767.127273 
+L 280.8 767.127273 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_577">
-    <path d="M 198 743.189434 
-L 234 743.189434 
+    <path d="M 244.8 752.356364 
+L 280.8 752.356364 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_72">
     <!-- $p=$0.2 -->
-    <g transform="translate(212.6 746.753304) scale(0.02 -0.02)">
+    <g transform="translate(259.4 763.581154) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -5946,74 +5794,74 @@ L 234 743.189434
     </g>
    </g>
   </g>
-  <g id="axes_420">
+  <g id="axes_268">
    <g id="patch_578">
-    <path d="M 244.8 748.310943 
-L 280.8 748.310943 
-L 280.8 743.189434 
-L 244.8 743.189434 
+    <path d="M 291.6 767.127273 
+L 327.6 767.127273 
+L 327.6 752.356364 
+L 291.6 752.356364 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_579">
-    <path d="M 246.436364 748.310943 
-L 262.8 748.310943 
-L 262.8 743.874151 
-L 246.436364 743.874151 
+    <path d="M 293.236364 767.127273 
+L 309.6 767.127273 
+L 309.6 755.248023 
+L 293.236364 755.248023 
 z
-" clip-path="url(#p687a9a0193)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pa41e5951f3)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_580">
-    <path d="M 262.8 748.310943 
-L 279.163636 748.310943 
-L 279.163636 747.05954 
-L 262.8 747.05954 
+    <path d="M 309.6 767.127273 
+L 325.963636 767.127273 
+L 325.963636 763.375931 
+L 309.6 763.375931 
 z
-" clip-path="url(#p687a9a0193)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pa41e5951f3)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_581">
-    <path d="M 244.8 747.290459 
-L 244.8 746.828621 
-L 280.8 746.828621 
-L 280.8 747.290459 
+    <path d="M 291.6 764.684341 
+L 291.6 762.067521 
+L 327.6 762.067521 
+L 327.6 764.684341 
 z
-" clip-path="url(#p687a9a0193)" style="fill: #ffe5cf"/>
+" clip-path="url(#pa41e5951f3)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_145"/>
    <g id="matplotlib.axis_146"/>
    <g id="line2d_145">
-    <path d="M 244.8 747.05954 
-L 280.8 747.05954 
-" clip-path="url(#p687a9a0193)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 291.6 763.375931 
+L 327.6 763.375931 
+" clip-path="url(#pa41e5951f3)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_146">
-    <path d="M 244.8 747.173304 
-L 280.8 747.173304 
-" clip-path="url(#p687a9a0193)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 291.6 764.001154 
+L 327.6 764.001154 
+" clip-path="url(#pa41e5951f3)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_582">
-    <path d="M 244.8 748.310943 
-L 244.8 743.189434 
+    <path d="M 291.6 767.127273 
+L 291.6 752.356364 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_583">
-    <path d="M 280.8 748.310943 
-L 280.8 743.189434 
+    <path d="M 327.6 767.127273 
+L 327.6 752.356364 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_584">
-    <path d="M 244.8 748.310943 
-L 280.8 748.310943 
+    <path d="M 291.6 767.127273 
+L 327.6 767.127273 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_585">
-    <path d="M 244.8 743.189434 
-L 280.8 743.189434 
+    <path d="M 291.6 752.356364 
+L 327.6 752.356364 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_73">
     <!-- $p=$0.2 -->
-    <g transform="translate(259.4 746.753304) scale(0.02 -0.02)">
+    <g transform="translate(306.2 763.581154) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -6022,80 +5870,74 @@ L 280.8 743.189434
     </g>
    </g>
   </g>
-  <g id="axes_421"/>
-  <g id="axes_422"/>
-  <g id="axes_423"/>
-  <g id="axes_424"/>
-  <g id="axes_425"/>
-  <g id="axes_426"/>
-  <g id="axes_427">
+  <g id="axes_269">
    <g id="patch_586">
-    <path d="M 151.2 764.232453 
-L 187.2 764.232453 
-L 187.2 759.110943 
-L 151.2 759.110943 
+    <path d="M 338.4 767.127273 
+L 374.4 767.127273 
+L 374.4 752.356364 
+L 338.4 752.356364 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_587">
-    <path d="M 152.836364 764.232453 
-L 169.2 764.232453 
-L 169.2 759.553912 
-L 152.836364 759.553912 
+    <path d="M 340.036364 767.127273 
+L 356.4 767.127273 
+L 356.4 755.560635 
+L 340.036364 755.560635 
 z
-" clip-path="url(#pbd61c23f20)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p62af5a3017)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_588">
-    <path d="M 169.2 764.232453 
-L 185.563636 764.232453 
-L 185.563636 763.222798 
-L 169.2 763.222798 
+    <path d="M 356.4 767.127273 
+L 372.763636 767.127273 
+L 372.763636 763.063319 
+L 356.4 763.063319 
 z
-" clip-path="url(#pbd61c23f20)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p62af5a3017)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_589">
-    <path d="M 151.2 763.435792 
-L 151.2 763.009804 
-L 187.2 763.009804 
-L 187.2 763.435792 
+    <path d="M 338.4 764.407117 
+L 338.4 761.719521 
+L 374.4 761.719521 
+L 374.4 764.407117 
 z
-" clip-path="url(#pbd61c23f20)" style="fill: #ffe5cf"/>
+" clip-path="url(#p62af5a3017)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_147"/>
    <g id="matplotlib.axis_148"/>
    <g id="line2d_147">
-    <path d="M 151.2 763.222798 
-L 187.2 763.222798 
-" clip-path="url(#pbd61c23f20)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 338.4 763.063319 
+L 374.4 763.063319 
+" clip-path="url(#p62af5a3017)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_148">
-    <path d="M 151.2 763.094814 
-L 187.2 763.094814 
-" clip-path="url(#pbd61c23f20)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 338.4 764.001154 
+L 374.4 764.001154 
+" clip-path="url(#p62af5a3017)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_590">
-    <path d="M 151.2 764.232453 
-L 151.2 759.110943 
+    <path d="M 338.4 767.127273 
+L 338.4 752.356364 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_591">
-    <path d="M 187.2 764.232453 
-L 187.2 759.110943 
+    <path d="M 374.4 767.127273 
+L 374.4 752.356364 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_592">
-    <path d="M 151.2 764.232453 
-L 187.2 764.232453 
+    <path d="M 338.4 767.127273 
+L 374.4 767.127273 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_593">
-    <path d="M 151.2 759.110943 
-L 187.2 759.110943 
+    <path d="M 338.4 752.356364 
+L 374.4 752.356364 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_74">
     <!-- $p=$0.2 -->
-    <g transform="translate(165.8 762.674814) scale(0.02 -0.02)">
+    <g transform="translate(353 763.581154) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -6104,74 +5946,75 @@ L 187.2 759.110943
     </g>
    </g>
   </g>
-  <g id="axes_428">
+  <g id="axes_270"/>
+  <g id="axes_271">
    <g id="patch_594">
-    <path d="M 198 764.232453 
-L 234 764.232453 
-L 234 759.110943 
-L 198 759.110943 
+    <path d="M 10.8 792.698182 
+L 46.8 792.698182 
+L 46.8 777.927273 
+L 10.8 777.927273 
 z
-" style="fill: #eaf6ea"/>
+" style="fill: #666666"/>
    </g>
    <g id="patch_595">
-    <path d="M 199.636364 764.232453 
-L 216 764.232453 
-L 216 759.625014 
-L 199.636364 759.625014 
+    <path d="M 12.436364 792.698182 
+L 28.8 792.698182 
+L 28.8 778.943261 
+L 12.436364 778.943261 
 z
-" clip-path="url(#p26eacedc7f)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pa70e9a5678)" style="fill: #999999; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_596">
-    <path d="M 216 764.232453 
-L 232.363636 764.232453 
-L 232.363636 763.151696 
-L 216 763.151696 
+    <path d="M 28.8 792.698182 
+L 45.163636 792.698182 
+L 45.163636 790.822511 
+L 28.8 790.822511 
 z
-" clip-path="url(#p26eacedc7f)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pa70e9a5678)" style="fill: #999999; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_597">
-    <path d="M 198 763.370381 
-L 198 762.93301 
-L 234 762.93301 
-L 234 763.370381 
+    <path d="M 10.8 791.818062 
+L 10.8 789.82696 
+L 46.8 789.82696 
+L 46.8 791.818062 
 z
-" clip-path="url(#p26eacedc7f)" style="fill: #ffe5cf"/>
+" clip-path="url(#pa70e9a5678)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_149"/>
    <g id="matplotlib.axis_150"/>
    <g id="line2d_149">
-    <path d="M 198 763.151696 
-L 234 763.151696 
-" clip-path="url(#p26eacedc7f)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 10.8 790.822511 
+L 46.8 790.822511 
+" clip-path="url(#pa70e9a5678)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_150">
-    <path d="M 198 763.094814 
-L 234 763.094814 
-" clip-path="url(#p26eacedc7f)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 10.8 789.572063 
+L 46.8 789.572063 
+" clip-path="url(#pa70e9a5678)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_598">
-    <path d="M 198 764.232453 
-L 198 759.110943 
+    <path d="M 10.8 792.698182 
+L 10.8 777.927273 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_599">
-    <path d="M 234 764.232453 
-L 234 759.110943 
+    <path d="M 46.8 792.698182 
+L 46.8 777.927273 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_600">
-    <path d="M 198 764.232453 
-L 234 764.232453 
+    <path d="M 10.8 792.698182 
+L 46.8 792.698182 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_601">
-    <path d="M 198 759.110943 
-L 234 759.110943 
+    <path d="M 10.8 777.927273 
+L 46.8 777.927273 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_75">
     <!-- $p=$0.2 -->
-    <g transform="translate(212.6 762.674814) scale(0.02 -0.02)">
+    <g transform="translate(25.4 789.152063) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -6180,74 +6023,74 @@ L 234 759.110943
     </g>
    </g>
   </g>
-  <g id="axes_429">
+  <g id="axes_272">
    <g id="patch_602">
-    <path d="M 244.8 764.232453 
-L 280.8 764.232453 
-L 280.8 759.110943 
-L 244.8 759.110943 
+    <path d="M 57.6 792.698182 
+L 93.6 792.698182 
+L 93.6 777.927273 
+L 57.6 777.927273 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_603">
-    <path d="M 246.436364 764.232453 
-L 262.8 764.232453 
-L 262.8 759.781439 
-L 246.436364 759.781439 
+    <path d="M 59.236364 792.698182 
+L 75.6 792.698182 
+L 75.6 779.255873 
+L 59.236364 779.255873 
 z
-" clip-path="url(#p26b032d361)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pb289550025)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_604">
-    <path d="M 262.8 764.232453 
-L 279.163636 764.232453 
-L 279.163636 762.99527 
-L 262.8 762.99527 
+    <path d="M 75.6 792.698182 
+L 91.963636 792.698182 
+L 91.963636 790.509899 
+L 75.6 790.509899 
 z
-" clip-path="url(#p26b032d361)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pb289550025)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_605">
-    <path d="M 244.8 763.225241 
-L 244.8 762.7653 
-L 280.8 762.7653 
-L 280.8 763.225241 
+    <path d="M 57.6 791.572927 
+L 57.6 789.446871 
+L 93.6 789.446871 
+L 93.6 791.572927 
 z
-" clip-path="url(#p26b032d361)" style="fill: #ffe5cf"/>
+" clip-path="url(#pb289550025)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_151"/>
    <g id="matplotlib.axis_152"/>
    <g id="line2d_151">
-    <path d="M 244.8 762.99527 
-L 280.8 762.99527 
-" clip-path="url(#p26b032d361)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 57.6 790.509899 
+L 93.6 790.509899 
+" clip-path="url(#pb289550025)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_152">
-    <path d="M 244.8 763.094814 
-L 280.8 763.094814 
-" clip-path="url(#p26b032d361)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 57.6 789.572063 
+L 93.6 789.572063 
+" clip-path="url(#pb289550025)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_606">
-    <path d="M 244.8 764.232453 
-L 244.8 759.110943 
+    <path d="M 57.6 792.698182 
+L 57.6 777.927273 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_607">
-    <path d="M 280.8 764.232453 
-L 280.8 759.110943 
+    <path d="M 93.6 792.698182 
+L 93.6 777.927273 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_608">
-    <path d="M 244.8 764.232453 
-L 280.8 764.232453 
+    <path d="M 57.6 792.698182 
+L 93.6 792.698182 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_609">
-    <path d="M 244.8 759.110943 
-L 280.8 759.110943 
+    <path d="M 57.6 777.927273 
+L 93.6 777.927273 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_76">
     <!-- $p=$0.2 -->
-    <g transform="translate(259.4 762.674814) scale(0.02 -0.02)">
+    <g transform="translate(72.2 789.152063) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -6256,79 +6099,74 @@ L 280.8 759.110943
     </g>
    </g>
   </g>
-  <g id="axes_430"/>
-  <g id="axes_431"/>
-  <g id="axes_432"/>
-  <g id="axes_433"/>
-  <g id="axes_434"/>
-  <g id="axes_435">
+  <g id="axes_273">
    <g id="patch_610">
-    <path d="M 104.4 780.153962 
-L 140.4 780.153962 
-L 140.4 775.032453 
-L 104.4 775.032453 
+    <path d="M 104.4 792.698182 
+L 140.4 792.698182 
+L 140.4 777.927273 
+L 104.4 777.927273 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_611">
-    <path d="M 106.036364 780.153962 
-L 122.4 780.153962 
-L 122.4 775.404319 
-L 106.036364 775.404319 
+    <path d="M 106.036364 792.698182 
+L 122.4 792.698182 
+L 122.4 779.412179 
+L 106.036364 779.412179 
 z
-" clip-path="url(#pd3f87edc4e)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p78826f218f)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_612">
-    <path d="M 122.4 780.153962 
-L 138.763636 780.153962 
-L 138.763636 779.21541 
-L 122.4 779.21541 
+    <path d="M 122.4 792.698182 
+L 138.763636 792.698182 
+L 138.763636 790.353593 
+L 122.4 790.353593 
 z
-" clip-path="url(#pd3f87edc4e)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p78826f218f)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_613">
-    <path d="M 104.4 779.422322 
-L 104.4 779.008498 
-L 140.4 779.008498 
-L 140.4 779.422322 
+    <path d="M 104.4 791.447516 
+L 104.4 789.259671 
+L 140.4 789.259671 
+L 140.4 791.447516 
 z
-" clip-path="url(#pd3f87edc4e)" style="fill: #ffe5cf"/>
+" clip-path="url(#p78826f218f)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_153"/>
    <g id="matplotlib.axis_154"/>
    <g id="line2d_153">
-    <path d="M 104.4 779.21541 
-L 140.4 779.21541 
-" clip-path="url(#pd3f87edc4e)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 104.4 790.353593 
+L 140.4 790.353593 
+" clip-path="url(#p78826f218f)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_154">
-    <path d="M 104.4 779.016323 
-L 140.4 779.016323 
-" clip-path="url(#pd3f87edc4e)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 104.4 789.572063 
+L 140.4 789.572063 
+" clip-path="url(#p78826f218f)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_614">
-    <path d="M 104.4 780.153962 
-L 104.4 775.032453 
+    <path d="M 104.4 792.698182 
+L 104.4 777.927273 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_615">
-    <path d="M 140.4 780.153962 
-L 140.4 775.032453 
+    <path d="M 140.4 792.698182 
+L 140.4 777.927273 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_616">
-    <path d="M 104.4 780.153962 
-L 140.4 780.153962 
+    <path d="M 104.4 792.698182 
+L 140.4 792.698182 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_617">
-    <path d="M 104.4 775.032453 
-L 140.4 775.032453 
+    <path d="M 104.4 777.927273 
+L 140.4 777.927273 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_77">
     <!-- $p=$0.2 -->
-    <g transform="translate(119 778.596323) scale(0.02 -0.02)">
+    <g transform="translate(119 789.152063) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -6337,74 +6175,74 @@ L 140.4 775.032453
     </g>
    </g>
   </g>
-  <g id="axes_436">
+  <g id="axes_274">
    <g id="patch_618">
-    <path d="M 151.2 780.153962 
-L 187.2 780.153962 
-L 187.2 775.032453 
-L 151.2 775.032453 
+    <path d="M 151.2 792.698182 
+L 187.2 792.698182 
+L 187.2 777.927273 
+L 151.2 777.927273 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_619">
-    <path d="M 152.836364 780.153962 
-L 169.2 780.153962 
-L 169.2 775.461201 
-L 152.836364 775.461201 
+    <path d="M 152.836364 792.698182 
+L 169.2 792.698182 
+L 169.2 779.724791 
+L 152.836364 779.724791 
 z
-" clip-path="url(#p4f652e476d)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pc56fc947ca)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_620">
-    <path d="M 169.2 780.153962 
-L 185.563636 780.153962 
-L 185.563636 779.158528 
-L 169.2 779.158528 
+    <path d="M 169.2 792.698182 
+L 185.563636 792.698182 
+L 185.563636 790.040981 
+L 169.2 790.040981 
 z
-" clip-path="url(#p4f652e476d)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pc56fc947ca)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_621">
-    <path d="M 151.2 779.370338 
-L 151.2 778.946718 
-L 187.2 778.946718 
-L 187.2 779.370338 
+    <path d="M 151.2 791.191768 
+L 151.2 788.890194 
+L 187.2 788.890194 
+L 187.2 791.191768 
 z
-" clip-path="url(#p4f652e476d)" style="fill: #ffe5cf"/>
+" clip-path="url(#pc56fc947ca)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_155"/>
    <g id="matplotlib.axis_156"/>
    <g id="line2d_155">
-    <path d="M 151.2 779.158528 
-L 187.2 779.158528 
-" clip-path="url(#p4f652e476d)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 151.2 790.040981 
+L 187.2 790.040981 
+" clip-path="url(#pc56fc947ca)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_156">
-    <path d="M 151.2 779.016323 
-L 187.2 779.016323 
-" clip-path="url(#p4f652e476d)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 151.2 789.572063 
+L 187.2 789.572063 
+" clip-path="url(#pc56fc947ca)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_622">
-    <path d="M 151.2 780.153962 
-L 151.2 775.032453 
+    <path d="M 151.2 792.698182 
+L 151.2 777.927273 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_623">
-    <path d="M 187.2 780.153962 
-L 187.2 775.032453 
+    <path d="M 187.2 792.698182 
+L 187.2 777.927273 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_624">
-    <path d="M 151.2 780.153962 
-L 187.2 780.153962 
+    <path d="M 151.2 792.698182 
+L 187.2 792.698182 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_625">
-    <path d="M 151.2 775.032453 
-L 187.2 775.032453 
+    <path d="M 151.2 777.927273 
+L 187.2 777.927273 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_78">
     <!-- $p=$0.2 -->
-    <g transform="translate(165.8 778.596323) scale(0.02 -0.02)">
+    <g transform="translate(165.8 789.152063) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -6413,74 +6251,74 @@ L 187.2 775.032453
     </g>
    </g>
   </g>
-  <g id="axes_437">
+  <g id="axes_275">
    <g id="patch_626">
-    <path d="M 198 780.153962 
-L 234 780.153962 
-L 234 775.032453 
-L 198 775.032453 
+    <path d="M 198 792.698182 
+L 234 792.698182 
+L 234 777.927273 
+L 198 777.927273 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_627">
-    <path d="M 199.636364 780.153962 
-L 216 780.153962 
-L 216 775.546524 
-L 199.636364 775.546524 
+    <path d="M 199.636364 792.698182 
+L 216 792.698182 
+L 216 780.037403 
+L 199.636364 780.037403 
 z
-" clip-path="url(#p0548c81f64)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p5fe5d50cef)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_628">
-    <path d="M 216 780.153962 
-L 232.363636 780.153962 
-L 232.363636 779.073205 
-L 216 779.073205 
+    <path d="M 216 792.698182 
+L 232.363636 792.698182 
+L 232.363636 789.728369 
+L 216 789.728369 
 z
-" clip-path="url(#p0548c81f64)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p5fe5d50cef)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_629">
-    <path d="M 198 779.291891 
-L 198 778.85452 
-L 234 778.85452 
-L 234 779.291891 
+    <path d="M 198 790.930221 
+L 198 788.526518 
+L 234 788.526518 
+L 234 790.930221 
 z
-" clip-path="url(#p0548c81f64)" style="fill: #ffe5cf"/>
+" clip-path="url(#p5fe5d50cef)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_157"/>
    <g id="matplotlib.axis_158"/>
    <g id="line2d_157">
-    <path d="M 198 779.073205 
-L 234 779.073205 
-" clip-path="url(#p0548c81f64)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 198 789.728369 
+L 234 789.728369 
+" clip-path="url(#p5fe5d50cef)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_158">
-    <path d="M 198 779.016323 
-L 234 779.016323 
-" clip-path="url(#p0548c81f64)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 198 789.572063 
+L 234 789.572063 
+" clip-path="url(#p5fe5d50cef)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_630">
-    <path d="M 198 780.153962 
-L 198 775.032453 
+    <path d="M 198 792.698182 
+L 198 777.927273 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_631">
-    <path d="M 234 780.153962 
-L 234 775.032453 
+    <path d="M 234 792.698182 
+L 234 777.927273 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_632">
-    <path d="M 198 780.153962 
-L 234 780.153962 
+    <path d="M 198 792.698182 
+L 234 792.698182 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_633">
-    <path d="M 198 775.032453 
-L 234 775.032453 
+    <path d="M 198 777.927273 
+L 234 777.927273 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_79">
     <!-- $p=$0.2 -->
-    <g transform="translate(212.6 778.596323) scale(0.02 -0.02)">
+    <g transform="translate(212.6 789.152063) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -6489,74 +6327,74 @@ L 234 775.032453
     </g>
    </g>
   </g>
-  <g id="axes_438">
+  <g id="axes_276">
    <g id="patch_634">
-    <path d="M 244.8 780.153962 
-L 280.8 780.153962 
-L 280.8 775.032453 
-L 244.8 775.032453 
+    <path d="M 244.8 792.698182 
+L 280.8 792.698182 
+L 280.8 777.927273 
+L 244.8 777.927273 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_635">
-    <path d="M 246.436364 780.153962 
-L 262.8 780.153962 
-L 262.8 775.688728 
-L 246.436364 775.688728 
+    <path d="M 246.436364 792.698182 
+L 262.8 792.698182 
+L 262.8 780.50632 
+L 246.436364 780.50632 
 z
-" clip-path="url(#p8a3cf5e277)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pdaa9a6550e)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_636">
-    <path d="M 262.8 780.153962 
-L 279.163636 780.153962 
-L 279.163636 778.931 
-L 262.8 778.931 
+    <path d="M 262.8 792.698182 
+L 279.163636 792.698182 
+L 279.163636 789.259452 
+L 262.8 789.259452 
 z
-" clip-path="url(#p8a3cf5e277)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pdaa9a6550e)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_637">
-    <path d="M 244.8 779.16001 
-L 244.8 778.70199 
-L 280.8 778.70199 
-L 280.8 779.16001 
+    <path d="M 244.8 790.528535 
+L 244.8 787.990368 
+L 280.8 787.990368 
+L 280.8 790.528535 
 z
-" clip-path="url(#p8a3cf5e277)" style="fill: #ffe5cf"/>
+" clip-path="url(#pdaa9a6550e)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_159"/>
    <g id="matplotlib.axis_160"/>
    <g id="line2d_159">
-    <path d="M 244.8 778.931 
-L 280.8 778.931 
-" clip-path="url(#p8a3cf5e277)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 244.8 789.259452 
+L 280.8 789.259452 
+" clip-path="url(#pdaa9a6550e)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_160">
-    <path d="M 244.8 779.016323 
-L 280.8 779.016323 
-" clip-path="url(#p8a3cf5e277)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 244.8 789.572063 
+L 280.8 789.572063 
+" clip-path="url(#pdaa9a6550e)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_638">
-    <path d="M 244.8 780.153962 
-L 244.8 775.032453 
+    <path d="M 244.8 792.698182 
+L 244.8 777.927273 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_639">
-    <path d="M 280.8 780.153962 
-L 280.8 775.032453 
+    <path d="M 280.8 792.698182 
+L 280.8 777.927273 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_640">
-    <path d="M 244.8 780.153962 
-L 280.8 780.153962 
+    <path d="M 244.8 792.698182 
+L 280.8 792.698182 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_641">
-    <path d="M 244.8 775.032453 
-L 280.8 775.032453 
+    <path d="M 244.8 777.927273 
+L 280.8 777.927273 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_80">
     <!-- $p=$0.2 -->
-    <g transform="translate(259.4 778.596323) scale(0.02 -0.02)">
+    <g transform="translate(259.4 789.152063) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -6565,79 +6403,74 @@ L 280.8 775.032453
     </g>
    </g>
   </g>
-  <g id="axes_439"/>
-  <g id="axes_440"/>
-  <g id="axes_441"/>
-  <g id="axes_442"/>
-  <g id="axes_443"/>
-  <g id="axes_444">
+  <g id="axes_277">
    <g id="patch_642">
-    <path d="M 104.4 796.075472 
-L 140.4 796.075472 
-L 140.4 790.953962 
-L 104.4 790.953962 
+    <path d="M 291.6 792.698182 
+L 327.6 792.698182 
+L 327.6 777.927273 
+L 291.6 777.927273 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_643">
-    <path d="M 106.036364 796.075472 
-L 122.4 796.075472 
-L 122.4 791.325828 
-L 106.036364 791.325828 
+    <path d="M 293.236364 792.698182 
+L 309.6 792.698182 
+L 309.6 780.818932 
+L 293.236364 780.818932 
 z
-" clip-path="url(#p88e953a855)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p052004f516)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_644">
-    <path d="M 122.4 796.075472 
-L 138.763636 796.075472 
-L 138.763636 795.136919 
-L 122.4 795.136919 
+    <path d="M 309.6 792.698182 
+L 325.963636 792.698182 
+L 325.963636 788.94684 
+L 309.6 788.94684 
 z
-" clip-path="url(#p88e953a855)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p052004f516)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_645">
-    <path d="M 104.4 795.343831 
-L 104.4 794.930007 
-L 140.4 794.930007 
-L 140.4 795.343831 
+    <path d="M 291.6 790.25525 
+L 291.6 787.63843 
+L 327.6 787.63843 
+L 327.6 790.25525 
 z
-" clip-path="url(#p88e953a855)" style="fill: #ffe5cf"/>
+" clip-path="url(#p052004f516)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_161"/>
    <g id="matplotlib.axis_162"/>
    <g id="line2d_161">
-    <path d="M 104.4 795.136919 
-L 140.4 795.136919 
-" clip-path="url(#p88e953a855)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 291.6 788.94684 
+L 327.6 788.94684 
+" clip-path="url(#p052004f516)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_162">
-    <path d="M 104.4 794.937833 
-L 140.4 794.937833 
-" clip-path="url(#p88e953a855)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 291.6 789.572063 
+L 327.6 789.572063 
+" clip-path="url(#p052004f516)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_646">
-    <path d="M 104.4 796.075472 
-L 104.4 790.953962 
+    <path d="M 291.6 792.698182 
+L 291.6 777.927273 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_647">
-    <path d="M 140.4 796.075472 
-L 140.4 790.953962 
+    <path d="M 327.6 792.698182 
+L 327.6 777.927273 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_648">
-    <path d="M 104.4 796.075472 
-L 140.4 796.075472 
+    <path d="M 291.6 792.698182 
+L 327.6 792.698182 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_649">
-    <path d="M 104.4 790.953962 
-L 140.4 790.953962 
+    <path d="M 291.6 777.927273 
+L 327.6 777.927273 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_81">
     <!-- $p=$0.2 -->
-    <g transform="translate(119 794.517833) scale(0.02 -0.02)">
+    <g transform="translate(306.2 789.152063) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -6646,74 +6479,74 @@ L 140.4 790.953962
     </g>
    </g>
   </g>
-  <g id="axes_445">
+  <g id="axes_278">
    <g id="patch_650">
-    <path d="M 151.2 796.075472 
-L 187.2 796.075472 
-L 187.2 790.953962 
-L 151.2 790.953962 
+    <path d="M 338.4 792.698182 
+L 374.4 792.698182 
+L 374.4 777.927273 
+L 338.4 777.927273 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_651">
-    <path d="M 152.836364 796.075472 
-L 169.2 796.075472 
-L 169.2 791.38271 
-L 152.836364 791.38271 
+    <path d="M 340.036364 792.698182 
+L 356.4 792.698182 
+L 356.4 781.131544 
+L 340.036364 781.131544 
 z
-" clip-path="url(#p39b615fd00)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p0d445636d1)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_652">
-    <path d="M 169.2 796.075472 
-L 185.563636 796.075472 
-L 185.563636 795.080037 
-L 169.2 795.080037 
+    <path d="M 356.4 792.698182 
+L 372.763636 792.698182 
+L 372.763636 788.634228 
+L 356.4 788.634228 
 z
-" clip-path="url(#p39b615fd00)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p0d445636d1)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_653">
-    <path d="M 151.2 795.291847 
-L 151.2 794.868227 
-L 187.2 794.868227 
-L 187.2 795.291847 
+    <path d="M 338.4 789.978026 
+L 338.4 787.29043 
+L 374.4 787.29043 
+L 374.4 789.978026 
 z
-" clip-path="url(#p39b615fd00)" style="fill: #ffe5cf"/>
+" clip-path="url(#p0d445636d1)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_163"/>
    <g id="matplotlib.axis_164"/>
    <g id="line2d_163">
-    <path d="M 151.2 795.080037 
-L 187.2 795.080037 
-" clip-path="url(#p39b615fd00)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 338.4 788.634228 
+L 374.4 788.634228 
+" clip-path="url(#p0d445636d1)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_164">
-    <path d="M 151.2 794.937833 
-L 187.2 794.937833 
-" clip-path="url(#p39b615fd00)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 338.4 789.572063 
+L 374.4 789.572063 
+" clip-path="url(#p0d445636d1)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_654">
-    <path d="M 151.2 796.075472 
-L 151.2 790.953962 
+    <path d="M 338.4 792.698182 
+L 338.4 777.927273 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_655">
-    <path d="M 187.2 796.075472 
-L 187.2 790.953962 
+    <path d="M 374.4 792.698182 
+L 374.4 777.927273 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_656">
-    <path d="M 151.2 796.075472 
-L 187.2 796.075472 
+    <path d="M 338.4 792.698182 
+L 374.4 792.698182 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_657">
-    <path d="M 151.2 790.953962 
-L 187.2 790.953962 
+    <path d="M 338.4 777.927273 
+L 374.4 777.927273 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_82">
     <!-- $p=$0.2 -->
-    <g transform="translate(165.8 794.517833) scale(0.02 -0.02)">
+    <g transform="translate(353 789.152063) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -6722,74 +6555,75 @@ L 187.2 790.953962
     </g>
    </g>
   </g>
-  <g id="axes_446">
+  <g id="axes_279"/>
+  <g id="axes_280">
    <g id="patch_658">
-    <path d="M 198 796.075472 
-L 234 796.075472 
-L 234 790.953962 
-L 198 790.953962 
+    <path d="M 10.8 818.269091 
+L 46.8 818.269091 
+L 46.8 803.498182 
+L 10.8 803.498182 
 z
-" style="fill: #eaf6ea"/>
+" style="fill: #666666"/>
    </g>
    <g id="patch_659">
-    <path d="M 199.636364 796.075472 
-L 216 796.075472 
-L 216 791.468033 
-L 199.636364 791.468033 
+    <path d="M 12.436364 818.269091 
+L 28.8 818.269091 
+L 28.8 804.201558 
+L 12.436364 804.201558 
 z
-" clip-path="url(#p98036b34ff)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pa510b1e87d)" style="fill: #999999; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_660">
-    <path d="M 216 796.075472 
-L 232.363636 796.075472 
-L 232.363636 794.994714 
-L 216 794.994714 
+    <path d="M 28.8 818.269091 
+L 45.163636 818.269091 
+L 45.163636 816.706032 
+L 28.8 816.706032 
 z
-" clip-path="url(#p98036b34ff)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pa510b1e87d)" style="fill: #999999; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_661">
-    <path d="M 198 795.2134 
-L 198 794.776029 
-L 234 794.776029 
-L 234 795.2134 
+    <path d="M 10.8 817.625111 
+L 10.8 815.786953 
+L 46.8 815.786953 
+L 46.8 817.625111 
 z
-" clip-path="url(#p98036b34ff)" style="fill: #ffe5cf"/>
+" clip-path="url(#pa510b1e87d)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_165"/>
    <g id="matplotlib.axis_166"/>
    <g id="line2d_165">
-    <path d="M 198 794.994714 
-L 234 794.994714 
-" clip-path="url(#p98036b34ff)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 10.8 816.706032 
+L 46.8 816.706032 
+" clip-path="url(#pa510b1e87d)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_166">
-    <path d="M 198 794.937833 
-L 234 794.937833 
-" clip-path="url(#p98036b34ff)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 10.8 815.142973 
+L 46.8 815.142973 
+" clip-path="url(#pa510b1e87d)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_662">
-    <path d="M 198 796.075472 
-L 198 790.953962 
+    <path d="M 10.8 818.269091 
+L 10.8 803.498182 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_663">
-    <path d="M 234 796.075472 
-L 234 790.953962 
+    <path d="M 46.8 818.269091 
+L 46.8 803.498182 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_664">
-    <path d="M 198 796.075472 
-L 234 796.075472 
+    <path d="M 10.8 818.269091 
+L 46.8 818.269091 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_665">
-    <path d="M 198 790.953962 
-L 234 790.953962 
+    <path d="M 10.8 803.498182 
+L 46.8 803.498182 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_83">
     <!-- $p=$0.2 -->
-    <g transform="translate(212.6 794.517833) scale(0.02 -0.02)">
+    <g transform="translate(25.4 814.722973) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -6798,74 +6632,74 @@ L 234 790.953962
     </g>
    </g>
   </g>
-  <g id="axes_447">
+  <g id="axes_281">
    <g id="patch_666">
-    <path d="M 244.8 796.075472 
-L 280.8 796.075472 
-L 280.8 790.953962 
-L 244.8 790.953962 
+    <path d="M 57.6 818.269091 
+L 93.6 818.269091 
+L 93.6 803.498182 
+L 57.6 803.498182 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_667">
-    <path d="M 246.436364 796.075472 
-L 262.8 796.075472 
-L 262.8 791.596017 
-L 246.436364 791.596017 
+    <path d="M 59.236364 818.269091 
+L 75.6 818.269091 
+L 75.6 804.826782 
+L 59.236364 804.826782 
 z
-" clip-path="url(#p3857bc7885)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p810396a3e2)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_668">
-    <path d="M 262.8 796.075472 
-L 279.163636 796.075472 
-L 279.163636 794.86673 
-L 262.8 794.86673 
+    <path d="M 75.6 818.269091 
+L 91.963636 818.269091 
+L 91.963636 816.080808 
+L 75.6 816.080808 
 z
-" clip-path="url(#p3857bc7885)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p810396a3e2)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_669">
-    <path d="M 244.8 795.094767 
-L 244.8 794.638693 
-L 280.8 794.638693 
-L 280.8 795.094767 
+    <path d="M 57.6 817.143836 
+L 57.6 815.01778 
+L 93.6 815.01778 
+L 93.6 817.143836 
 z
-" clip-path="url(#p3857bc7885)" style="fill: #ffe5cf"/>
+" clip-path="url(#p810396a3e2)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_167"/>
    <g id="matplotlib.axis_168"/>
    <g id="line2d_167">
-    <path d="M 244.8 794.86673 
-L 280.8 794.86673 
-" clip-path="url(#p3857bc7885)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 57.6 816.080808 
+L 93.6 816.080808 
+" clip-path="url(#p810396a3e2)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_168">
-    <path d="M 244.8 794.937833 
-L 280.8 794.937833 
-" clip-path="url(#p3857bc7885)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 57.6 815.142973 
+L 93.6 815.142973 
+" clip-path="url(#p810396a3e2)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_670">
-    <path d="M 244.8 796.075472 
-L 244.8 790.953962 
+    <path d="M 57.6 818.269091 
+L 57.6 803.498182 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_671">
-    <path d="M 280.8 796.075472 
-L 280.8 790.953962 
+    <path d="M 93.6 818.269091 
+L 93.6 803.498182 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_672">
-    <path d="M 244.8 796.075472 
-L 280.8 796.075472 
+    <path d="M 57.6 818.269091 
+L 93.6 818.269091 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_673">
-    <path d="M 244.8 790.953962 
-L 280.8 790.953962 
+    <path d="M 57.6 803.498182 
+L 93.6 803.498182 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_84">
     <!-- $p=$0.2 -->
-    <g transform="translate(259.4 794.517833) scale(0.02 -0.02)">
+    <g transform="translate(72.2 814.722973) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -6874,79 +6708,74 @@ L 280.8 790.953962
     </g>
    </g>
   </g>
-  <g id="axes_448"/>
-  <g id="axes_449"/>
-  <g id="axes_450"/>
-  <g id="axes_451"/>
-  <g id="axes_452"/>
-  <g id="axes_453">
+  <g id="axes_282">
    <g id="patch_674">
-    <path d="M 104.4 811.996981 
-L 140.4 811.996981 
-L 140.4 806.875472 
-L 104.4 806.875472 
+    <path d="M 104.4 818.269091 
+L 140.4 818.269091 
+L 140.4 803.498182 
+L 104.4 803.498182 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_675">
-    <path d="M 106.036364 811.996981 
-L 122.4 811.996981 
-L 122.4 807.247338 
-L 106.036364 807.247338 
+    <path d="M 106.036364 818.269091 
+L 122.4 818.269091 
+L 122.4 804.983088 
+L 106.036364 804.983088 
 z
-" clip-path="url(#p0ed0e49b13)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p331a47ea55)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_676">
-    <path d="M 122.4 811.996981 
-L 138.763636 811.996981 
-L 138.763636 811.058429 
-L 122.4 811.058429 
+    <path d="M 122.4 818.269091 
+L 138.763636 818.269091 
+L 138.763636 815.924502 
+L 122.4 815.924502 
 z
-" clip-path="url(#p0ed0e49b13)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p331a47ea55)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_677">
-    <path d="M 104.4 811.265341 
-L 104.4 810.851517 
-L 140.4 810.851517 
-L 140.4 811.265341 
+    <path d="M 104.4 817.018425 
+L 104.4 814.83058 
+L 140.4 814.83058 
+L 140.4 817.018425 
 z
-" clip-path="url(#p0ed0e49b13)" style="fill: #ffe5cf"/>
+" clip-path="url(#p331a47ea55)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_169"/>
    <g id="matplotlib.axis_170"/>
    <g id="line2d_169">
-    <path d="M 104.4 811.058429 
-L 140.4 811.058429 
-" clip-path="url(#p0ed0e49b13)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 104.4 815.924502 
+L 140.4 815.924502 
+" clip-path="url(#p331a47ea55)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_170">
-    <path d="M 104.4 810.859342 
-L 140.4 810.859342 
-" clip-path="url(#p0ed0e49b13)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 104.4 815.142973 
+L 140.4 815.142973 
+" clip-path="url(#p331a47ea55)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_678">
-    <path d="M 104.4 811.996981 
-L 104.4 806.875472 
+    <path d="M 104.4 818.269091 
+L 104.4 803.498182 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_679">
-    <path d="M 140.4 811.996981 
-L 140.4 806.875472 
+    <path d="M 140.4 818.269091 
+L 140.4 803.498182 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_680">
-    <path d="M 104.4 811.996981 
-L 140.4 811.996981 
+    <path d="M 104.4 818.269091 
+L 140.4 818.269091 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_681">
-    <path d="M 104.4 806.875472 
-L 140.4 806.875472 
+    <path d="M 104.4 803.498182 
+L 140.4 803.498182 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_85">
     <!-- $p=$0.2 -->
-    <g transform="translate(119 810.439342) scale(0.02 -0.02)">
+    <g transform="translate(119 814.722973) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -6955,74 +6784,74 @@ L 140.4 806.875472
     </g>
    </g>
   </g>
-  <g id="axes_454">
+  <g id="axes_283">
    <g id="patch_682">
-    <path d="M 151.2 811.996981 
-L 187.2 811.996981 
-L 187.2 806.875472 
-L 151.2 806.875472 
+    <path d="M 151.2 818.269091 
+L 187.2 818.269091 
+L 187.2 803.498182 
+L 151.2 803.498182 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_683">
-    <path d="M 152.836364 811.996981 
-L 169.2 811.996981 
-L 169.2 807.275778 
-L 152.836364 807.275778 
+    <path d="M 152.836364 818.269091 
+L 169.2 818.269091 
+L 169.2 805.2957 
+L 152.836364 805.2957 
 z
-" clip-path="url(#p30a975ffa8)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p9b98840f2b)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_684">
-    <path d="M 169.2 811.996981 
-L 185.563636 811.996981 
-L 185.563636 811.029988 
-L 169.2 811.029988 
+    <path d="M 169.2 818.269091 
+L 185.563636 818.269091 
+L 185.563636 815.61189 
+L 169.2 815.61189 
 z
-" clip-path="url(#p30a975ffa8)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p9b98840f2b)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_685">
-    <path d="M 151.2 811.239382 
-L 151.2 810.820594 
-L 187.2 810.820594 
-L 187.2 811.239382 
+    <path d="M 151.2 816.762677 
+L 151.2 814.461103 
+L 187.2 814.461103 
+L 187.2 816.762677 
 z
-" clip-path="url(#p30a975ffa8)" style="fill: #ffe5cf"/>
+" clip-path="url(#p9b98840f2b)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_171"/>
    <g id="matplotlib.axis_172"/>
    <g id="line2d_171">
-    <path d="M 151.2 811.029988 
-L 187.2 811.029988 
-" clip-path="url(#p30a975ffa8)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 151.2 815.61189 
+L 187.2 815.61189 
+" clip-path="url(#p9b98840f2b)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_172">
-    <path d="M 151.2 810.859342 
-L 187.2 810.859342 
-" clip-path="url(#p30a975ffa8)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 151.2 815.142973 
+L 187.2 815.142973 
+" clip-path="url(#p9b98840f2b)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_686">
-    <path d="M 151.2 811.996981 
-L 151.2 806.875472 
+    <path d="M 151.2 818.269091 
+L 151.2 803.498182 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_687">
-    <path d="M 187.2 811.996981 
-L 187.2 806.875472 
+    <path d="M 187.2 818.269091 
+L 187.2 803.498182 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_688">
-    <path d="M 151.2 811.996981 
-L 187.2 811.996981 
+    <path d="M 151.2 818.269091 
+L 187.2 818.269091 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_689">
-    <path d="M 151.2 806.875472 
-L 187.2 806.875472 
+    <path d="M 151.2 803.498182 
+L 187.2 803.498182 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_86">
     <!-- $p=$0.2 -->
-    <g transform="translate(165.8 810.439342) scale(0.02 -0.02)">
+    <g transform="translate(165.8 814.722973) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -7031,74 +6860,74 @@ L 187.2 806.875472
     </g>
    </g>
   </g>
-  <g id="axes_455">
+  <g id="axes_284">
    <g id="patch_690">
-    <path d="M 198 811.996981 
-L 234 811.996981 
-L 234 806.875472 
-L 198 806.875472 
+    <path d="M 198 818.269091 
+L 234 818.269091 
+L 234 803.498182 
+L 198 803.498182 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_691">
-    <path d="M 199.636364 811.996981 
-L 216 811.996981 
-L 216 807.389542 
-L 199.636364 807.389542 
+    <path d="M 199.636364 818.269091 
+L 216 818.269091 
+L 216 805.608312 
+L 199.636364 805.608312 
 z
-" clip-path="url(#pee4a8ec63c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p2041f96efa)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_692">
-    <path d="M 216 811.996981 
-L 232.363636 811.996981 
-L 232.363636 810.916224 
-L 216 810.916224 
+    <path d="M 216 818.269091 
+L 232.363636 818.269091 
+L 232.363636 815.299278 
+L 216 815.299278 
 z
-" clip-path="url(#pee4a8ec63c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p2041f96efa)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_693">
-    <path d="M 198 811.134909 
-L 198 810.697538 
-L 234 810.697538 
-L 234 811.134909 
+    <path d="M 198 816.50113 
+L 198 814.097427 
+L 234 814.097427 
+L 234 816.50113 
 z
-" clip-path="url(#pee4a8ec63c)" style="fill: #ffe5cf"/>
+" clip-path="url(#p2041f96efa)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_173"/>
    <g id="matplotlib.axis_174"/>
    <g id="line2d_173">
-    <path d="M 198 810.916224 
-L 234 810.916224 
-" clip-path="url(#pee4a8ec63c)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 198 815.299278 
+L 234 815.299278 
+" clip-path="url(#p2041f96efa)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_174">
-    <path d="M 198 810.859342 
-L 234 810.859342 
-" clip-path="url(#pee4a8ec63c)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 198 815.142973 
+L 234 815.142973 
+" clip-path="url(#p2041f96efa)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_694">
-    <path d="M 198 811.996981 
-L 198 806.875472 
+    <path d="M 198 818.269091 
+L 198 803.498182 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_695">
-    <path d="M 234 811.996981 
-L 234 806.875472 
+    <path d="M 234 818.269091 
+L 234 803.498182 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_696">
-    <path d="M 198 811.996981 
-L 234 811.996981 
+    <path d="M 198 818.269091 
+L 234 818.269091 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_697">
-    <path d="M 198 806.875472 
-L 234 806.875472 
+    <path d="M 198 803.498182 
+L 234 803.498182 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_87">
     <!-- $p=$0.2 -->
-    <g transform="translate(212.6 810.439342) scale(0.02 -0.02)">
+    <g transform="translate(212.6 814.722973) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -7107,74 +6936,74 @@ L 234 806.875472
     </g>
    </g>
   </g>
-  <g id="axes_456">
+  <g id="axes_285">
    <g id="patch_698">
-    <path d="M 244.8 811.996981 
-L 280.8 811.996981 
-L 280.8 806.875472 
-L 244.8 806.875472 
+    <path d="M 244.8 818.269091 
+L 280.8 818.269091 
+L 280.8 803.498182 
+L 244.8 803.498182 
 z
 " style="fill: #eaf6ea"/>
    </g>
    <g id="patch_699">
-    <path d="M 246.436364 811.996981 
-L 262.8 811.996981 
-L 262.8 807.517527 
-L 246.436364 807.517527 
+    <path d="M 246.436364 818.269091 
+L 262.8 818.269091 
+L 262.8 806.077229 
+L 246.436364 806.077229 
 z
-" clip-path="url(#p330f0cb449)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pe96098a764)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_700">
-    <path d="M 262.8 811.996981 
-L 279.163636 811.996981 
-L 279.163636 810.788239 
-L 262.8 810.788239 
+    <path d="M 262.8 818.269091 
+L 279.163636 818.269091 
+L 279.163636 814.830361 
+L 262.8 814.830361 
 z
-" clip-path="url(#p330f0cb449)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#pe96098a764)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_701">
-    <path d="M 244.8 811.016277 
-L 244.8 810.560202 
-L 280.8 810.560202 
-L 280.8 811.016277 
+    <path d="M 244.8 816.099444 
+L 244.8 813.561277 
+L 280.8 813.561277 
+L 280.8 816.099444 
 z
-" clip-path="url(#p330f0cb449)" style="fill: #ffe5cf"/>
+" clip-path="url(#pe96098a764)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_175"/>
    <g id="matplotlib.axis_176"/>
    <g id="line2d_175">
-    <path d="M 244.8 810.788239 
-L 280.8 810.788239 
-" clip-path="url(#p330f0cb449)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 244.8 814.830361 
+L 280.8 814.830361 
+" clip-path="url(#pe96098a764)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_176">
-    <path d="M 244.8 810.859342 
-L 280.8 810.859342 
-" clip-path="url(#p330f0cb449)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 244.8 815.142973 
+L 280.8 815.142973 
+" clip-path="url(#pe96098a764)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_702">
-    <path d="M 244.8 811.996981 
-L 244.8 806.875472 
+    <path d="M 244.8 818.269091 
+L 244.8 803.498182 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_703">
-    <path d="M 280.8 811.996981 
-L 280.8 806.875472 
+    <path d="M 280.8 818.269091 
+L 280.8 803.498182 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_704">
-    <path d="M 244.8 811.996981 
-L 280.8 811.996981 
+    <path d="M 244.8 818.269091 
+L 280.8 818.269091 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_705">
-    <path d="M 244.8 806.875472 
-L 280.8 806.875472 
+    <path d="M 244.8 803.498182 
+L 280.8 803.498182 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_88">
     <!-- $p=$0.2 -->
-    <g transform="translate(259.4 810.439342) scale(0.02 -0.02)">
+    <g transform="translate(259.4 814.722973) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -7183,74 +7012,74 @@ L 280.8 806.875472
     </g>
    </g>
   </g>
-  <g id="axes_457">
+  <g id="axes_286">
    <g id="patch_706">
-    <path d="M 291.6 811.996981 
-L 327.6 811.996981 
-L 327.6 806.875472 
-L 291.6 806.875472 
+    <path d="M 291.6 818.269091 
+L 327.6 818.269091 
+L 327.6 803.498182 
+L 291.6 803.498182 
 z
-" style="fill: #666666"/>
+" style="fill: #eaf6ea"/>
    </g>
    <g id="patch_707">
-    <path d="M 293.236364 811.996981 
-L 309.6 811.996981 
-L 309.6 807.745055 
-L 293.236364 807.745055 
+    <path d="M 293.236364 818.269091 
+L 309.6 818.269091 
+L 309.6 806.389841 
+L 293.236364 806.389841 
 z
-" clip-path="url(#p8655a8fc74)" style="fill: #999999; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p4cad7adcb1)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_708">
-    <path d="M 309.6 811.996981 
-L 325.963636 811.996981 
-L 325.963636 810.560712 
-L 309.6 810.560712 
+    <path d="M 309.6 818.269091 
+L 325.963636 818.269091 
+L 325.963636 814.517749 
+L 309.6 814.517749 
 z
-" clip-path="url(#p8655a8fc74)" style="fill: #999999; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p4cad7adcb1)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_709">
-    <path d="M 291.6 810.802891 
-L 291.6 810.318532 
-L 327.6 810.318532 
-L 327.6 810.802891 
+    <path d="M 291.6 815.826159 
+L 291.6 813.209339 
+L 327.6 813.209339 
+L 327.6 815.826159 
 z
-" clip-path="url(#p8655a8fc74)" style="fill: #ffe5cf"/>
+" clip-path="url(#p4cad7adcb1)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_177"/>
    <g id="matplotlib.axis_178"/>
    <g id="line2d_177">
-    <path d="M 291.6 810.560712 
-L 327.6 810.560712 
-" clip-path="url(#p8655a8fc74)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 291.6 814.517749 
+L 327.6 814.517749 
+" clip-path="url(#p4cad7adcb1)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_178">
-    <path d="M 291.6 810.859342 
-L 327.6 810.859342 
-" clip-path="url(#p8655a8fc74)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 291.6 815.142973 
+L 327.6 815.142973 
+" clip-path="url(#p4cad7adcb1)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_710">
-    <path d="M 291.6 811.996981 
-L 291.6 806.875472 
+    <path d="M 291.6 818.269091 
+L 291.6 803.498182 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_711">
-    <path d="M 327.6 811.996981 
-L 327.6 806.875472 
+    <path d="M 327.6 818.269091 
+L 327.6 803.498182 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_712">
-    <path d="M 291.6 811.996981 
-L 327.6 811.996981 
+    <path d="M 291.6 818.269091 
+L 327.6 818.269091 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_713">
-    <path d="M 291.6 806.875472 
-L 327.6 806.875472 
+    <path d="M 291.6 803.498182 
+L 327.6 803.498182 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_89">
     <!-- $p=$0.2 -->
-    <g transform="translate(306.2 810.439342) scale(0.02 -0.02)">
+    <g transform="translate(306.2 814.722973) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -7259,78 +7088,74 @@ L 327.6 806.875472
     </g>
    </g>
   </g>
-  <g id="axes_458"/>
-  <g id="axes_459"/>
-  <g id="axes_460"/>
-  <g id="axes_461"/>
-  <g id="axes_462">
+  <g id="axes_287">
    <g id="patch_714">
-    <path d="M 104.4 827.918491 
-L 140.4 827.918491 
-L 140.4 822.796981 
-L 104.4 822.796981 
+    <path d="M 338.4 818.269091 
+L 374.4 818.269091 
+L 374.4 803.498182 
+L 338.4 803.498182 
 z
-" style="fill: #666666"/>
+" style="fill: #eaf6ea"/>
    </g>
    <g id="patch_715">
-    <path d="M 106.036364 827.918491 
-L 122.4 827.918491 
-L 122.4 823.154626 
-L 106.036364 823.154626 
+    <path d="M 340.036364 818.269091 
+L 356.4 818.269091 
+L 356.4 806.702453 
+L 340.036364 806.702453 
 z
-" clip-path="url(#pae6011909d)" style="fill: #999999; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p928f3e66c5)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_716">
-    <path d="M 122.4 827.918491 
-L 138.763636 827.918491 
-L 138.763636 826.994159 
-L 122.4 826.994159 
+    <path d="M 356.4 818.269091 
+L 372.763636 818.269091 
+L 372.763636 814.205137 
+L 356.4 814.205137 
 z
-" clip-path="url(#pae6011909d)" style="fill: #999999; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p928f3e66c5)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_717">
-    <path d="M 104.4 827.199804 
-L 104.4 826.788513 
-L 140.4 826.788513 
-L 140.4 827.199804 
+    <path d="M 338.4 815.548935 
+L 338.4 812.861339 
+L 374.4 812.861339 
+L 374.4 815.548935 
 z
-" clip-path="url(#pae6011909d)" style="fill: #ffe5cf"/>
+" clip-path="url(#p928f3e66c5)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_179"/>
    <g id="matplotlib.axis_180"/>
    <g id="line2d_179">
-    <path d="M 104.4 826.994159 
-L 140.4 826.994159 
-" clip-path="url(#pae6011909d)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 338.4 814.205137 
+L 374.4 814.205137 
+" clip-path="url(#p928f3e66c5)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_180">
-    <path d="M 104.4 826.780851 
-L 140.4 826.780851 
-" clip-path="url(#pae6011909d)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 338.4 815.142973 
+L 374.4 815.142973 
+" clip-path="url(#p928f3e66c5)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_718">
-    <path d="M 104.4 827.918491 
-L 104.4 822.796981 
+    <path d="M 338.4 818.269091 
+L 338.4 803.498182 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_719">
-    <path d="M 140.4 827.918491 
-L 140.4 822.796981 
+    <path d="M 374.4 818.269091 
+L 374.4 803.498182 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_720">
-    <path d="M 104.4 827.918491 
-L 140.4 827.918491 
+    <path d="M 338.4 818.269091 
+L 374.4 818.269091 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_721">
-    <path d="M 104.4 822.796981 
-L 140.4 822.796981 
+    <path d="M 338.4 803.498182 
+L 374.4 803.498182 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_90">
     <!-- $p=$0.2 -->
-    <g transform="translate(119 826.360851) scale(0.02 -0.02)">
+    <g transform="translate(353 814.722973) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -7339,74 +7164,74 @@ L 140.4 822.796981
     </g>
    </g>
   </g>
-  <g id="axes_463">
+  <g id="axes_288">
    <g id="patch_722">
-    <path d="M 151.2 827.918491 
-L 187.2 827.918491 
-L 187.2 822.796981 
-L 151.2 822.796981 
+    <path d="M 385.2 818.269091 
+L 421.2 818.269091 
+L 421.2 803.498182 
+L 385.2 803.498182 
 z
-" style="fill: #eaf6ea"/>
+" style="fill: #666666"/>
    </g>
    <g id="patch_723">
-    <path d="M 152.836364 827.918491 
-L 169.2 827.918491 
-L 169.2 823.197288 
-L 152.836364 823.197288 
+    <path d="M 386.836364 818.269091 
+L 403.2 818.269091 
+L 403.2 807.171371 
+L 386.836364 807.171371 
 z
-" clip-path="url(#p45817e9459)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p363ea6af0f)" style="fill: #999999; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_724">
-    <path d="M 169.2 827.918491 
-L 185.563636 827.918491 
-L 185.563636 826.951497 
-L 169.2 826.951497 
+    <path d="M 403.2 818.269091 
+L 419.563636 818.269091 
+L 419.563636 813.736219 
+L 403.2 813.736219 
 z
-" clip-path="url(#p45817e9459)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p363ea6af0f)" style="fill: #999999; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_725">
-    <path d="M 151.2 827.160891 
-L 151.2 826.742103 
-L 187.2 826.742103 
-L 187.2 827.160891 
+    <path d="M 385.2 815.126363 
+L 385.2 812.346076 
+L 421.2 812.346076 
+L 421.2 815.126363 
 z
-" clip-path="url(#p45817e9459)" style="fill: #ffe5cf"/>
+" clip-path="url(#p363ea6af0f)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_181"/>
    <g id="matplotlib.axis_182"/>
    <g id="line2d_181">
-    <path d="M 151.2 826.951497 
-L 187.2 826.951497 
-" clip-path="url(#p45817e9459)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 385.2 813.736219 
+L 421.2 813.736219 
+" clip-path="url(#p363ea6af0f)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_182">
-    <path d="M 151.2 826.780851 
-L 187.2 826.780851 
-" clip-path="url(#p45817e9459)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 385.2 815.142973 
+L 421.2 815.142973 
+" clip-path="url(#p363ea6af0f)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_726">
-    <path d="M 151.2 827.918491 
-L 151.2 822.796981 
+    <path d="M 385.2 818.269091 
+L 385.2 803.498182 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_727">
-    <path d="M 187.2 827.918491 
-L 187.2 822.796981 
+    <path d="M 421.2 818.269091 
+L 421.2 803.498182 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_728">
-    <path d="M 151.2 827.918491 
-L 187.2 827.918491 
+    <path d="M 385.2 818.269091 
+L 421.2 818.269091 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_729">
-    <path d="M 151.2 822.796981 
-L 187.2 822.796981 
+    <path d="M 385.2 803.498182 
+L 421.2 803.498182 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_91">
     <!-- $p=$0.2 -->
-    <g transform="translate(165.8 826.360851) scale(0.02 -0.02)">
+    <g transform="translate(399.8 814.722973) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -7415,74 +7240,101 @@ L 187.2 822.796981
     </g>
    </g>
   </g>
-  <g id="axes_464">
+  <g id="axes_289">
    <g id="patch_730">
-    <path d="M 198 827.918491 
-L 234 827.918491 
-L 234 822.796981 
-L 198 822.796981 
+    <path d="M 10.8 843.84 
+L 46.8 843.84 
+L 46.8 829.069091 
+L 10.8 829.069091 
 z
-" style="fill: #eaf6ea"/>
+" style="fill: #666666"/>
    </g>
    <g id="patch_731">
-    <path d="M 199.636364 827.918491 
-L 216 827.918491 
-L 216 823.311052 
-L 199.636364 823.311052 
+    <path d="M 12.436364 843.84 
+L 28.8 843.84 
+L 28.8 829.772468 
+L 12.436364 829.772468 
 z
-" clip-path="url(#p7fc9ef5cd9)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p61171ff28e)" style="fill: #999999; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_732">
-    <path d="M 216 827.918491 
-L 232.363636 827.918491 
-L 232.363636 826.837733 
-L 216 826.837733 
+    <path d="M 28.8 843.84 
+L 45.163636 843.84 
+L 45.163636 842.276941 
+L 28.8 842.276941 
 z
-" clip-path="url(#p7fc9ef5cd9)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p61171ff28e)" style="fill: #999999; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_733">
-    <path d="M 198 827.056419 
-L 198 826.619048 
-L 234 826.619048 
-L 234 827.056419 
+    <path d="M 10.8 843.19602 
+L 10.8 841.357862 
+L 46.8 841.357862 
+L 46.8 843.19602 
 z
-" clip-path="url(#p7fc9ef5cd9)" style="fill: #ffe5cf"/>
+" clip-path="url(#p61171ff28e)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_183"/>
    <g id="matplotlib.axis_184"/>
    <g id="line2d_183">
-    <path d="M 198 826.837733 
-L 234 826.837733 
-" clip-path="url(#p7fc9ef5cd9)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 10.8 842.276941 
+L 46.8 842.276941 
+" clip-path="url(#p61171ff28e)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_184">
-    <path d="M 198 826.780851 
-L 234 826.780851 
-" clip-path="url(#p7fc9ef5cd9)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 10.8 840.713882 
+L 46.8 840.713882 
+" clip-path="url(#p61171ff28e)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_734">
-    <path d="M 198 827.918491 
-L 198 822.796981 
+    <path d="M 10.8 843.84 
+L 10.8 829.069091 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_735">
-    <path d="M 234 827.918491 
-L 234 822.796981 
+    <path d="M 46.8 843.84 
+L 46.8 829.069091 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_736">
-    <path d="M 198 827.918491 
-L 234 827.918491 
+    <path d="M 10.8 843.84 
+L 46.8 843.84 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_737">
-    <path d="M 198 822.796981 
-L 234 822.796981 
+    <path d="M 10.8 829.069091 
+L 46.8 829.069091 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_92">
+    <!--  -->
+    <g transform="translate(28.8 847.639219) scale(0.05 -0.05)"/>
+    <!-- 0.11 -->
+    <g transform="translate(23.233594 853.238125) scale(0.05 -0.05)">
+     <defs>
+      <path id="DejaVuSans-31" d="M 794 531 
+L 1825 531 
+L 1825 4091 
+L 703 3866 
+L 703 4441 
+L 1819 4666 
+L 2450 4666 
+L 2450 531 
+L 3481 531 
+L 3481 0 
+L 794 0 
+L 794 531 
+z
+" transform="scale(0.015625)"/>
+     </defs>
+     <use xlink:href="#DejaVuSans-30"/>
+     <use xlink:href="#DejaVuSans-2e" x="63.623047"/>
+     <use xlink:href="#DejaVuSans-31" x="95.410156"/>
+     <use xlink:href="#DejaVuSans-31" x="159.033203"/>
+    </g>
+   </g>
+   <g id="text_93">
     <!-- $p=$0.2 -->
-    <g transform="translate(212.6 826.360851) scale(0.02 -0.02)">
+    <g transform="translate(25.4 840.293882) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -7491,255 +7343,72 @@ L 234 822.796981
     </g>
    </g>
   </g>
-  <g id="axes_465">
+  <g id="axes_290">
    <g id="patch_738">
-    <path d="M 244.8 827.918491 
-L 280.8 827.918491 
-L 280.8 822.796981 
-L 244.8 822.796981 
+    <path d="M 57.6 843.84 
+L 93.6 843.84 
+L 93.6 829.069091 
+L 57.6 829.069091 
 z
-" style="fill: #eaf6ea"/>
+" style="fill: #666666"/>
    </g>
    <g id="patch_739">
-    <path d="M 246.436364 827.918491 
-L 262.8 827.918491 
-L 262.8 823.439036 
-L 246.436364 823.439036 
+    <path d="M 59.236364 843.84 
+L 75.6 843.84 
+L 75.6 830.241385 
+L 59.236364 830.241385 
 z
-" clip-path="url(#pdd58bdf4c4)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p08a6e5048c)" style="fill: #999999; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_740">
-    <path d="M 262.8 827.918491 
-L 279.163636 827.918491 
-L 279.163636 826.709749 
-L 262.8 826.709749 
+    <path d="M 75.6 843.84 
+L 91.963636 843.84 
+L 91.963636 841.808023 
+L 75.6 841.808023 
 z
-" clip-path="url(#pdd58bdf4c4)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p08a6e5048c)" style="fill: #999999; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_741">
-    <path d="M 244.8 826.937786 
-L 244.8 826.481712 
-L 280.8 826.481712 
-L 280.8 826.937786 
+    <path d="M 57.6 842.838321 
+L 57.6 840.777725 
+L 93.6 840.777725 
+L 93.6 842.838321 
 z
-" clip-path="url(#pdd58bdf4c4)" style="fill: #ffe5cf"/>
+" clip-path="url(#p08a6e5048c)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_185"/>
    <g id="matplotlib.axis_186"/>
    <g id="line2d_185">
-    <path d="M 244.8 826.709749 
-L 280.8 826.709749 
-" clip-path="url(#pdd58bdf4c4)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+    <path d="M 57.6 841.808023 
+L 93.6 841.808023 
+" clip-path="url(#p08a6e5048c)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
    <g id="line2d_186">
-    <path d="M 244.8 826.780851 
-L 280.8 826.780851 
-" clip-path="url(#pdd58bdf4c4)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+    <path d="M 57.6 840.713882 
+L 93.6 840.713882 
+" clip-path="url(#p08a6e5048c)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_742">
-    <path d="M 244.8 827.918491 
-L 244.8 822.796981 
+    <path d="M 57.6 843.84 
+L 57.6 829.069091 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_743">
-    <path d="M 280.8 827.918491 
-L 280.8 822.796981 
+    <path d="M 93.6 843.84 
+L 93.6 829.069091 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_744">
-    <path d="M 244.8 827.918491 
-L 280.8 827.918491 
+    <path d="M 57.6 843.84 
+L 93.6 843.84 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="patch_745">
-    <path d="M 244.8 822.796981 
-L 280.8 822.796981 
-" style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
-   </g>
-   <g id="text_93">
-    <!-- $p=$0.2 -->
-    <g transform="translate(259.4 826.360851) scale(0.02 -0.02)">
-     <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
-     <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
-     <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
-     <use xlink:href="#DejaVuSans-2e" transform="translate(249.853516 0.78125)"/>
-     <use xlink:href="#DejaVuSans-32" transform="translate(276.140625 0.78125)"/>
-    </g>
-   </g>
-  </g>
-  <g id="axes_466">
-   <g id="patch_746">
-    <path d="M 291.6 827.918491 
-L 327.6 827.918491 
-L 327.6 822.796981 
-L 291.6 822.796981 
-z
-" style="fill: #666666"/>
-   </g>
-   <g id="patch_747">
-    <path d="M 293.236364 827.918491 
-L 309.6 827.918491 
-L 309.6 823.609682 
-L 293.236364 823.609682 
-z
-" clip-path="url(#p8d405c5a3e)" style="fill: #999999; stroke: #000000; stroke-linejoin: miter"/>
-   </g>
-   <g id="patch_748">
-    <path d="M 309.6 827.918491 
-L 325.963636 827.918491 
-L 325.963636 826.539103 
-L 309.6 826.539103 
-z
-" clip-path="url(#p8d405c5a3e)" style="fill: #999999; stroke: #000000; stroke-linejoin: miter"/>
-   </g>
-   <g id="patch_749">
-    <path d="M 291.6 826.77802 
-L 291.6 826.300186 
-L 327.6 826.300186 
-L 327.6 826.77802 
-z
-" clip-path="url(#p8d405c5a3e)" style="fill: #ffe5cf"/>
-   </g>
-   <g id="matplotlib.axis_187"/>
-   <g id="matplotlib.axis_188"/>
-   <g id="line2d_187">
-    <path d="M 291.6 826.539103 
-L 327.6 826.539103 
-" clip-path="url(#p8d405c5a3e)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
-   </g>
-   <g id="line2d_188">
-    <path d="M 291.6 826.780851 
-L 327.6 826.780851 
-" clip-path="url(#p8d405c5a3e)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
-   </g>
-   <g id="patch_750">
-    <path d="M 291.6 827.918491 
-L 291.6 822.796981 
-" style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
-   </g>
-   <g id="patch_751">
-    <path d="M 327.6 827.918491 
-L 327.6 822.796981 
-" style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
-   </g>
-   <g id="patch_752">
-    <path d="M 291.6 827.918491 
-L 327.6 827.918491 
-" style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
-   </g>
-   <g id="patch_753">
-    <path d="M 291.6 822.796981 
-L 327.6 822.796981 
+    <path d="M 57.6 829.069091 
+L 93.6 829.069091 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
    <g id="text_94">
-    <!-- $p=$0.2 -->
-    <g transform="translate(306.2 826.360851) scale(0.02 -0.02)">
-     <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
-     <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
-     <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
-     <use xlink:href="#DejaVuSans-2e" transform="translate(249.853516 0.78125)"/>
-     <use xlink:href="#DejaVuSans-32" transform="translate(276.140625 0.78125)"/>
-    </g>
-   </g>
-  </g>
-  <g id="axes_467"/>
-  <g id="axes_468"/>
-  <g id="axes_469">
-   <g id="text_95">
-    <!--  -->
-    <g transform="translate(28.8 847.639219) scale(0.05 -0.05)"/>
-    <!-- 0.11 -->
-    <g transform="translate(23.233594 853.238125) scale(0.05 -0.05)">
-     <defs>
-      <path id="DejaVuSans-31" d="M 794 531 
-L 1825 531 
-L 1825 4091 
-L 703 3866 
-L 703 4441 
-L 1819 4666 
-L 2450 4666 
-L 2450 531 
-L 3481 531 
-L 3481 0 
-L 794 0 
-L 794 531 
-z
-" transform="scale(0.015625)"/>
-     </defs>
-     <use xlink:href="#DejaVuSans-30"/>
-     <use xlink:href="#DejaVuSans-2e" x="63.623047"/>
-     <use xlink:href="#DejaVuSans-31" x="95.410156"/>
-     <use xlink:href="#DejaVuSans-31" x="159.033203"/>
-    </g>
-   </g>
-  </g>
-  <g id="axes_470">
-   <g id="patch_754">
-    <path d="M 57.6 843.84 
-L 93.6 843.84 
-L 93.6 838.718491 
-L 57.6 838.718491 
-z
-" style="fill: #666666"/>
-   </g>
-   <g id="patch_755">
-    <path d="M 59.236364 843.84 
-L 75.6 843.84 
-L 75.6 838.962372 
-L 59.236364 838.962372 
-z
-" clip-path="url(#pd9502b85dd)" style="fill: #999999; stroke: #000000; stroke-linejoin: miter"/>
-   </g>
-   <g id="patch_756">
-    <path d="M 75.6 843.84 
-L 91.963636 843.84 
-L 91.963636 843.029432 
-L 75.6 843.029432 
-z
-" clip-path="url(#pd9502b85dd)" style="fill: #999999; stroke: #000000; stroke-linejoin: miter"/>
-   </g>
-   <g id="patch_757">
-    <path d="M 57.6 843.224293 
-L 57.6 842.834571 
-L 93.6 842.834571 
-L 93.6 843.224293 
-z
-" clip-path="url(#pd9502b85dd)" style="fill: #ffe5cf"/>
-   </g>
-   <g id="matplotlib.axis_189"/>
-   <g id="matplotlib.axis_190"/>
-   <g id="line2d_189">
-    <path d="M 57.6 843.029432 
-L 93.6 843.029432 
-" clip-path="url(#pd9502b85dd)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
-   </g>
-   <g id="line2d_190">
-    <path d="M 57.6 842.702361 
-L 93.6 842.702361 
-" clip-path="url(#pd9502b85dd)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
-   </g>
-   <g id="patch_758">
-    <path d="M 57.6 843.84 
-L 57.6 838.718491 
-" style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
-   </g>
-   <g id="patch_759">
-    <path d="M 93.6 843.84 
-L 93.6 838.718491 
-" style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
-   </g>
-   <g id="patch_760">
-    <path d="M 57.6 843.84 
-L 93.6 843.84 
-" style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
-   </g>
-   <g id="patch_761">
-    <path d="M 57.6 838.718491 
-L 93.6 838.718491 
-" style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
-   </g>
-   <g id="text_96">
     <!--  -->
     <g transform="translate(75.6 847.639219) scale(0.05 -0.05)"/>
     <!-- 0.13 -->
@@ -7784,9 +7453,9 @@ z
      <use xlink:href="#DejaVuSans-33" x="159.033203"/>
     </g>
    </g>
-   <g id="text_97">
+   <g id="text_95">
     <!-- $p=$0.2 -->
-    <g transform="translate(72.2 842.282361) scale(0.02 -0.02)">
+    <g transform="translate(72.2 840.293882) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -7795,72 +7464,72 @@ z
     </g>
    </g>
   </g>
-  <g id="axes_471">
-   <g id="patch_762">
+  <g id="axes_291">
+   <g id="patch_746">
     <path d="M 104.4 843.84 
 L 140.4 843.84 
-L 140.4 838.718491 
-L 104.4 838.718491 
+L 140.4 829.069091 
+L 104.4 829.069091 
 z
-" style="fill: #666666"/>
+" style="fill: #eaf6ea"/>
    </g>
-   <g id="patch_763">
+   <g id="patch_747">
     <path d="M 106.036364 843.84 
 L 122.4 843.84 
-L 122.4 839.047695 
-L 106.036364 839.047695 
+L 122.4 830.553997 
+L 106.036364 830.553997 
 z
-" clip-path="url(#pad009a1e73)" style="fill: #999999; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p4827a2d850)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
-   <g id="patch_764">
+   <g id="patch_748">
     <path d="M 122.4 843.84 
 L 138.763636 843.84 
-L 138.763636 842.944109 
-L 122.4 842.944109 
+L 138.763636 841.495411 
+L 122.4 841.495411 
 z
-" clip-path="url(#pad009a1e73)" style="fill: #999999; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p4827a2d850)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
-   <g id="patch_765">
-    <path d="M 104.4 843.14717 
-L 104.4 842.741048 
-L 140.4 842.741048 
-L 140.4 843.14717 
+   <g id="patch_749">
+    <path d="M 104.4 842.589334 
+L 104.4 840.401489 
+L 140.4 840.401489 
+L 140.4 842.589334 
 z
-" clip-path="url(#pad009a1e73)" style="fill: #ffe5cf"/>
+" clip-path="url(#p4827a2d850)" style="fill: #ffe5cf"/>
    </g>
-   <g id="matplotlib.axis_191"/>
-   <g id="matplotlib.axis_192"/>
-   <g id="line2d_191">
-    <path d="M 104.4 842.944109 
-L 140.4 842.944109 
-" clip-path="url(#pad009a1e73)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+   <g id="matplotlib.axis_187"/>
+   <g id="matplotlib.axis_188"/>
+   <g id="line2d_187">
+    <path d="M 104.4 841.495411 
+L 140.4 841.495411 
+" clip-path="url(#p4827a2d850)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
-   <g id="line2d_192">
-    <path d="M 104.4 842.702361 
-L 140.4 842.702361 
-" clip-path="url(#pad009a1e73)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+   <g id="line2d_188">
+    <path d="M 104.4 840.713882 
+L 140.4 840.713882 
+" clip-path="url(#p4827a2d850)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
-   <g id="patch_766">
+   <g id="patch_750">
     <path d="M 104.4 843.84 
-L 104.4 838.718491 
+L 104.4 829.069091 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
-   <g id="patch_767">
+   <g id="patch_751">
     <path d="M 140.4 843.84 
-L 140.4 838.718491 
+L 140.4 829.069091 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
-   <g id="patch_768">
+   <g id="patch_752">
     <path d="M 104.4 843.84 
 L 140.4 843.84 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
-   <g id="patch_769">
-    <path d="M 104.4 838.718491 
-L 140.4 838.718491 
+   <g id="patch_753">
+    <path d="M 104.4 829.069091 
+L 140.4 829.069091 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
-   <g id="text_98">
+   <g id="text_96">
     <!--  -->
     <g transform="translate(122.4 847.639219) scale(0.05 -0.05)"/>
     <!-- 0.16 -->
@@ -7903,9 +7572,9 @@ z
      <use xlink:href="#DejaVuSans-36" x="159.033203"/>
     </g>
    </g>
-   <g id="text_99">
+   <g id="text_97">
     <!-- $p=$0.2 -->
-    <g transform="translate(119 842.282361) scale(0.02 -0.02)">
+    <g transform="translate(119 840.293882) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -7914,72 +7583,72 @@ z
     </g>
    </g>
   </g>
-  <g id="axes_472">
-   <g id="patch_770">
+  <g id="axes_292">
+   <g id="patch_754">
     <path d="M 151.2 843.84 
 L 187.2 843.84 
-L 187.2 838.718491 
-L 151.2 838.718491 
+L 187.2 829.069091 
+L 151.2 829.069091 
 z
 " style="fill: #eaf6ea"/>
    </g>
-   <g id="patch_771">
+   <g id="patch_755">
     <path d="M 152.836364 843.84 
 L 169.2 843.84 
-L 169.2 839.104577 
-L 152.836364 839.104577 
+L 169.2 830.866609 
+L 152.836364 830.866609 
 z
-" clip-path="url(#pf4e41aacc5)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p3a259762b5)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
-   <g id="patch_772">
+   <g id="patch_756">
     <path d="M 169.2 843.84 
 L 185.563636 843.84 
-L 185.563636 842.887227 
-L 169.2 842.887227 
+L 185.563636 841.182799 
+L 169.2 841.182799 
 z
-" clip-path="url(#pf4e41aacc5)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p3a259762b5)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
-   <g id="patch_773">
-    <path d="M 151.2 843.095389 
-L 151.2 842.679066 
-L 187.2 842.679066 
-L 187.2 843.095389 
+   <g id="patch_757">
+    <path d="M 151.2 842.333587 
+L 151.2 840.032012 
+L 187.2 840.032012 
+L 187.2 842.333587 
 z
-" clip-path="url(#pf4e41aacc5)" style="fill: #ffe5cf"/>
+" clip-path="url(#p3a259762b5)" style="fill: #ffe5cf"/>
    </g>
-   <g id="matplotlib.axis_193"/>
-   <g id="matplotlib.axis_194"/>
-   <g id="line2d_193">
-    <path d="M 151.2 842.887227 
-L 187.2 842.887227 
-" clip-path="url(#pf4e41aacc5)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+   <g id="matplotlib.axis_189"/>
+   <g id="matplotlib.axis_190"/>
+   <g id="line2d_189">
+    <path d="M 151.2 841.182799 
+L 187.2 841.182799 
+" clip-path="url(#p3a259762b5)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
-   <g id="line2d_194">
-    <path d="M 151.2 842.702361 
-L 187.2 842.702361 
-" clip-path="url(#pf4e41aacc5)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+   <g id="line2d_190">
+    <path d="M 151.2 840.713882 
+L 187.2 840.713882 
+" clip-path="url(#p3a259762b5)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
-   <g id="patch_774">
+   <g id="patch_758">
     <path d="M 151.2 843.84 
-L 151.2 838.718491 
+L 151.2 829.069091 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
-   <g id="patch_775">
+   <g id="patch_759">
     <path d="M 187.2 843.84 
-L 187.2 838.718491 
+L 187.2 829.069091 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
-   <g id="patch_776">
+   <g id="patch_760">
     <path d="M 151.2 843.84 
 L 187.2 843.84 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
-   <g id="patch_777">
-    <path d="M 151.2 838.718491 
-L 187.2 838.718491 
+   <g id="patch_761">
+    <path d="M 151.2 829.069091 
+L 187.2 829.069091 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
-   <g id="text_100">
+   <g id="text_98">
     <!--  -->
     <g transform="translate(169.2 847.639219) scale(0.05 -0.05)"/>
     <!-- 0.18 -->
@@ -8031,9 +7700,9 @@ z
      <use xlink:href="#DejaVuSans-38" x="159.033203"/>
     </g>
    </g>
-   <g id="text_101">
+   <g id="text_99">
     <!-- $p=$0.2 -->
-    <g transform="translate(165.8 842.282361) scale(0.02 -0.02)">
+    <g transform="translate(165.8 840.293882) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -8042,72 +7711,72 @@ z
     </g>
    </g>
   </g>
-  <g id="axes_473">
-   <g id="patch_778">
+  <g id="axes_293">
+   <g id="patch_762">
     <path d="M 198 843.84 
 L 234 843.84 
-L 234 838.718491 
-L 198 838.718491 
+L 234 829.069091 
+L 198 829.069091 
 z
 " style="fill: #eaf6ea"/>
    </g>
-   <g id="patch_779">
+   <g id="patch_763">
     <path d="M 199.636364 843.84 
 L 216 843.84 
-L 216 839.232561 
-L 199.636364 839.232561 
+L 216 831.179221 
+L 199.636364 831.179221 
 z
-" clip-path="url(#p0c5e8129d8)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p23aa3db771)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
-   <g id="patch_780">
+   <g id="patch_764">
     <path d="M 216 843.84 
 L 232.363636 843.84 
-L 232.363636 842.759243 
-L 216 842.759243 
+L 232.363636 840.870188 
+L 216 840.870188 
 z
-" clip-path="url(#p0c5e8129d8)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p23aa3db771)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
-   <g id="patch_781">
-    <path d="M 198 842.977928 
-L 198 842.540557 
-L 234 842.540557 
-L 234 842.977928 
+   <g id="patch_765">
+    <path d="M 198 842.072039 
+L 198 839.668336 
+L 234 839.668336 
+L 234 842.072039 
 z
-" clip-path="url(#p0c5e8129d8)" style="fill: #ffe5cf"/>
+" clip-path="url(#p23aa3db771)" style="fill: #ffe5cf"/>
    </g>
-   <g id="matplotlib.axis_195"/>
-   <g id="matplotlib.axis_196"/>
-   <g id="line2d_195">
-    <path d="M 198 842.759243 
-L 234 842.759243 
-" clip-path="url(#p0c5e8129d8)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+   <g id="matplotlib.axis_191"/>
+   <g id="matplotlib.axis_192"/>
+   <g id="line2d_191">
+    <path d="M 198 840.870188 
+L 234 840.870188 
+" clip-path="url(#p23aa3db771)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
-   <g id="line2d_196">
-    <path d="M 198 842.702361 
-L 234 842.702361 
-" clip-path="url(#p0c5e8129d8)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+   <g id="line2d_192">
+    <path d="M 198 840.713882 
+L 234 840.713882 
+" clip-path="url(#p23aa3db771)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
-   <g id="patch_782">
+   <g id="patch_766">
     <path d="M 198 843.84 
-L 198 838.718491 
+L 198 829.069091 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
-   <g id="patch_783">
+   <g id="patch_767">
     <path d="M 234 843.84 
-L 234 838.718491 
+L 234 829.069091 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
-   <g id="patch_784">
+   <g id="patch_768">
     <path d="M 198 843.84 
 L 234 843.84 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
-   <g id="patch_785">
-    <path d="M 198 838.718491 
-L 234 838.718491 
+   <g id="patch_769">
+    <path d="M 198 829.069091 
+L 234 829.069091 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
-   <g id="text_102">
+   <g id="text_100">
     <!--  -->
     <g transform="translate(216 847.639219) scale(0.05 -0.05)"/>
     <!-- 0.20 -->
@@ -8118,9 +7787,9 @@ L 234 838.718491
      <use xlink:href="#DejaVuSans-30" x="159.033203"/>
     </g>
    </g>
-   <g id="text_103">
+   <g id="text_101">
     <!-- $p=$0.2 -->
-    <g transform="translate(212.6 842.282361) scale(0.02 -0.02)">
+    <g transform="translate(212.6 840.293882) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -8129,72 +7798,72 @@ L 234 838.718491
     </g>
    </g>
   </g>
-  <g id="axes_474">
-   <g id="patch_786">
+  <g id="axes_294">
+   <g id="patch_770">
     <path d="M 244.8 843.84 
 L 280.8 843.84 
-L 280.8 838.718491 
-L 244.8 838.718491 
+L 280.8 829.069091 
+L 244.8 829.069091 
 z
 " style="fill: #eaf6ea"/>
    </g>
-   <g id="patch_787">
+   <g id="patch_771">
     <path d="M 246.436364 843.84 
 L 262.8 843.84 
-L 262.8 839.360546 
-L 246.436364 839.360546 
+L 262.8 831.648139 
+L 246.436364 831.648139 
 z
-" clip-path="url(#p80214020ee)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p544bf9f100)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
-   <g id="patch_788">
+   <g id="patch_772">
     <path d="M 262.8 843.84 
 L 279.163636 843.84 
-L 279.163636 842.631258 
-L 262.8 842.631258 
+L 279.163636 840.40127 
+L 262.8 840.40127 
 z
-" clip-path="url(#p80214020ee)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p544bf9f100)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
-   <g id="patch_789">
-    <path d="M 244.8 842.859295 
-L 244.8 842.403221 
-L 280.8 842.403221 
-L 280.8 842.859295 
+   <g id="patch_773">
+    <path d="M 244.8 841.670353 
+L 244.8 839.132187 
+L 280.8 839.132187 
+L 280.8 841.670353 
 z
-" clip-path="url(#p80214020ee)" style="fill: #ffe5cf"/>
+" clip-path="url(#p544bf9f100)" style="fill: #ffe5cf"/>
    </g>
-   <g id="matplotlib.axis_197"/>
-   <g id="matplotlib.axis_198"/>
-   <g id="line2d_197">
-    <path d="M 244.8 842.631258 
-L 280.8 842.631258 
-" clip-path="url(#p80214020ee)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+   <g id="matplotlib.axis_193"/>
+   <g id="matplotlib.axis_194"/>
+   <g id="line2d_193">
+    <path d="M 244.8 840.40127 
+L 280.8 840.40127 
+" clip-path="url(#p544bf9f100)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
-   <g id="line2d_198">
-    <path d="M 244.8 842.702361 
-L 280.8 842.702361 
-" clip-path="url(#p80214020ee)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+   <g id="line2d_194">
+    <path d="M 244.8 840.713882 
+L 280.8 840.713882 
+" clip-path="url(#p544bf9f100)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
-   <g id="patch_790">
+   <g id="patch_774">
     <path d="M 244.8 843.84 
-L 244.8 838.718491 
+L 244.8 829.069091 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
-   <g id="patch_791">
+   <g id="patch_775">
     <path d="M 280.8 843.84 
-L 280.8 838.718491 
+L 280.8 829.069091 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
-   <g id="patch_792">
+   <g id="patch_776">
     <path d="M 244.8 843.84 
 L 280.8 843.84 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
-   <g id="patch_793">
-    <path d="M 244.8 838.718491 
-L 280.8 838.718491 
+   <g id="patch_777">
+    <path d="M 244.8 829.069091 
+L 280.8 829.069091 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
-   <g id="text_104">
+   <g id="text_102">
     <!--  -->
     <g transform="translate(262.8 847.639219) scale(0.05 -0.05)"/>
     <!-- 0.22 -->
@@ -8205,9 +7874,9 @@ L 280.8 838.718491
      <use xlink:href="#DejaVuSans-32" x="159.033203"/>
     </g>
    </g>
-   <g id="text_105">
+   <g id="text_103">
     <!-- $p=$0.2 -->
-    <g transform="translate(259.4 842.282361) scale(0.02 -0.02)">
+    <g transform="translate(259.4 840.293882) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -8216,72 +7885,72 @@ L 280.8 838.718491
     </g>
    </g>
   </g>
-  <g id="axes_475">
-   <g id="patch_794">
+  <g id="axes_295">
+   <g id="patch_778">
     <path d="M 291.6 843.84 
 L 327.6 843.84 
-L 327.6 838.718491 
-L 291.6 838.718491 
+L 327.6 829.069091 
+L 291.6 829.069091 
 z
 " style="fill: #eaf6ea"/>
    </g>
-   <g id="patch_795">
+   <g id="patch_779">
     <path d="M 293.236364 843.84 
 L 309.6 843.84 
-L 309.6 839.48853 
-L 293.236364 839.48853 
+L 309.6 831.96075 
+L 293.236364 831.96075 
 z
-" clip-path="url(#p930379fe1c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p2ec4be64a9)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
-   <g id="patch_796">
+   <g id="patch_780">
     <path d="M 309.6 843.84 
 L 325.963636 843.84 
-L 325.963636 842.503274 
-L 309.6 842.503274 
+L 325.963636 840.088658 
+L 309.6 840.088658 
 z
-" clip-path="url(#p930379fe1c)" style="fill: #1f77b4; stroke: #000000; stroke-linejoin: miter"/>
+" clip-path="url(#p2ec4be64a9)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
-   <g id="patch_797">
-    <path d="M 291.6 842.739629 
-L 291.6 842.266919 
-L 327.6 842.266919 
-L 327.6 842.739629 
+   <g id="patch_781">
+    <path d="M 291.6 841.397068 
+L 291.6 838.780248 
+L 327.6 838.780248 
+L 327.6 841.397068 
 z
-" clip-path="url(#p930379fe1c)" style="fill: #ffe5cf"/>
+" clip-path="url(#p2ec4be64a9)" style="fill: #ffe5cf"/>
    </g>
-   <g id="matplotlib.axis_199"/>
-   <g id="matplotlib.axis_200"/>
-   <g id="line2d_199">
-    <path d="M 291.6 842.503274 
-L 327.6 842.503274 
-" clip-path="url(#p930379fe1c)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+   <g id="matplotlib.axis_195"/>
+   <g id="matplotlib.axis_196"/>
+   <g id="line2d_195">
+    <path d="M 291.6 840.088658 
+L 327.6 840.088658 
+" clip-path="url(#p2ec4be64a9)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
    </g>
-   <g id="line2d_200">
-    <path d="M 291.6 842.702361 
-L 327.6 842.702361 
-" clip-path="url(#p930379fe1c)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+   <g id="line2d_196">
+    <path d="M 291.6 840.713882 
+L 327.6 840.713882 
+" clip-path="url(#p2ec4be64a9)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
-   <g id="patch_798">
+   <g id="patch_782">
     <path d="M 291.6 843.84 
-L 291.6 838.718491 
+L 291.6 829.069091 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
-   <g id="patch_799">
+   <g id="patch_783">
     <path d="M 327.6 843.84 
-L 327.6 838.718491 
+L 327.6 829.069091 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
-   <g id="patch_800">
+   <g id="patch_784">
     <path d="M 291.6 843.84 
 L 327.6 843.84 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
-   <g id="patch_801">
-    <path d="M 291.6 838.718491 
-L 327.6 838.718491 
+   <g id="patch_785">
+    <path d="M 291.6 829.069091 
+L 327.6 829.069091 
 " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
    </g>
-   <g id="text_106">
+   <g id="text_104">
     <!--  -->
     <g transform="translate(309.6 847.639219) scale(0.05 -0.05)"/>
     <!-- 0.24 -->
@@ -8313,9 +7982,9 @@ z
      <use xlink:href="#DejaVuSans-34" x="159.033203"/>
     </g>
    </g>
-   <g id="text_107">
+   <g id="text_105">
     <!-- $p=$0.2 -->
-    <g transform="translate(306.2 842.282361) scale(0.02 -0.02)">
+    <g transform="translate(306.2 840.293882) scale(0.02 -0.02)">
      <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
      <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
      <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
@@ -8324,8 +7993,72 @@ z
     </g>
    </g>
   </g>
-  <g id="axes_476">
-   <g id="text_108">
+  <g id="axes_296">
+   <g id="patch_786">
+    <path d="M 338.4 843.84 
+L 374.4 843.84 
+L 374.4 829.069091 
+L 338.4 829.069091 
+z
+" style="fill: #eaf6ea"/>
+   </g>
+   <g id="patch_787">
+    <path d="M 340.036364 843.84 
+L 356.4 843.84 
+L 356.4 832.273362 
+L 340.036364 832.273362 
+z
+" clip-path="url(#p110d936ec4)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+   </g>
+   <g id="patch_788">
+    <path d="M 356.4 843.84 
+L 372.763636 843.84 
+L 372.763636 839.776046 
+L 356.4 839.776046 
+z
+" clip-path="url(#p110d936ec4)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+   </g>
+   <g id="patch_789">
+    <path d="M 338.4 841.119844 
+L 338.4 838.432248 
+L 374.4 838.432248 
+L 374.4 841.119844 
+z
+" clip-path="url(#p110d936ec4)" style="fill: #ffe5cf"/>
+   </g>
+   <g id="matplotlib.axis_197"/>
+   <g id="matplotlib.axis_198"/>
+   <g id="line2d_197">
+    <path d="M 338.4 839.776046 
+L 374.4 839.776046 
+" clip-path="url(#p110d936ec4)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+   </g>
+   <g id="line2d_198">
+    <path d="M 338.4 840.713882 
+L 374.4 840.713882 
+" clip-path="url(#p110d936ec4)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+   </g>
+   <g id="patch_790">
+    <path d="M 338.4 843.84 
+L 338.4 829.069091 
+" style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
+   </g>
+   <g id="patch_791">
+    <path d="M 374.4 843.84 
+L 374.4 829.069091 
+" style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
+   </g>
+   <g id="patch_792">
+    <path d="M 338.4 843.84 
+L 374.4 843.84 
+" style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
+   </g>
+   <g id="patch_793">
+    <path d="M 338.4 829.069091 
+L 374.4 829.069091 
+" style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
+   </g>
+   <g id="text_106">
     <!--  -->
     <g transform="translate(356.4 847.639219) scale(0.05 -0.05)"/>
     <!-- 0.27 -->
@@ -8348,9 +8081,83 @@ z
      <use xlink:href="#DejaVuSans-37" x="159.033203"/>
     </g>
    </g>
+   <g id="text_107">
+    <!-- $p=$0.2 -->
+    <g transform="translate(353 840.293882) scale(0.02 -0.02)">
+     <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
+     <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
+     <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
+     <use xlink:href="#DejaVuSans-2e" transform="translate(249.853516 0.78125)"/>
+     <use xlink:href="#DejaVuSans-32" transform="translate(276.140625 0.78125)"/>
+    </g>
+   </g>
   </g>
-  <g id="axes_477">
-   <g id="text_109">
+  <g id="axes_297">
+   <g id="patch_794">
+    <path d="M 385.2 843.84 
+L 421.2 843.84 
+L 421.2 829.069091 
+L 385.2 829.069091 
+z
+" style="fill: #eaf6ea"/>
+   </g>
+   <g id="patch_795">
+    <path d="M 386.836364 843.84 
+L 403.2 843.84 
+L 403.2 832.585974 
+L 386.836364 832.585974 
+z
+" clip-path="url(#pc6bb29594c)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+   </g>
+   <g id="patch_796">
+    <path d="M 403.2 843.84 
+L 419.563636 843.84 
+L 419.563636 839.463434 
+L 403.2 839.463434 
+z
+" clip-path="url(#pc6bb29594c)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+   </g>
+   <g id="patch_797">
+    <path d="M 385.2 840.838986 
+L 385.2 838.087883 
+L 421.2 838.087883 
+L 421.2 840.838986 
+z
+" clip-path="url(#pc6bb29594c)" style="fill: #ffe5cf"/>
+   </g>
+   <g id="matplotlib.axis_199"/>
+   <g id="matplotlib.axis_200"/>
+   <g id="line2d_199">
+    <path d="M 385.2 839.463434 
+L 421.2 839.463434 
+" clip-path="url(#pc6bb29594c)" style="fill: none; stroke: #ff7f0e; stroke-width: 1.5; stroke-linecap: square"/>
+   </g>
+   <g id="line2d_200">
+    <path d="M 385.2 840.713882 
+L 421.2 840.713882 
+" clip-path="url(#pc6bb29594c)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+   </g>
+   <g id="patch_798">
+    <path d="M 385.2 843.84 
+L 385.2 829.069091 
+" style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
+   </g>
+   <g id="patch_799">
+    <path d="M 421.2 843.84 
+L 421.2 829.069091 
+" style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
+   </g>
+   <g id="patch_800">
+    <path d="M 385.2 843.84 
+L 421.2 843.84 
+" style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
+   </g>
+   <g id="patch_801">
+    <path d="M 385.2 829.069091 
+L 421.2 829.069091 
+" style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
+   </g>
+   <g id="text_108">
     <!--  -->
     <g transform="translate(403.2 847.639219) scale(0.05 -0.05)"/>
     <!-- 0.29 -->
@@ -8393,308 +8200,318 @@ z
      <use xlink:href="#DejaVuSans-39" x="159.033203"/>
     </g>
    </g>
+   <g id="text_109">
+    <!-- $p=$0.2 -->
+    <g transform="translate(399.8 840.293882) scale(0.02 -0.02)">
+     <use xlink:href="#DejaVuSans-Oblique-70" transform="translate(0 0.78125)"/>
+     <use xlink:href="#DejaVuSans-3d" transform="translate(82.958984 0.78125)"/>
+     <use xlink:href="#DejaVuSans-30" transform="translate(186.230469 0.78125)"/>
+     <use xlink:href="#DejaVuSans-2e" transform="translate(249.853516 0.78125)"/>
+     <use xlink:href="#DejaVuSans-32" transform="translate(276.140625 0.78125)"/>
+    </g>
+   </g>
   </g>
  </g>
  <defs>
-  <clipPath id="p2fb150abab">
-   <rect x="198" y="10.8" width="36" height="5.121509"/>
+  <clipPath id="p450ea6b8ea">
+   <rect x="198" y="10.8" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pfed8bd937c">
-   <rect x="198" y="26.721509" width="36" height="5.121509"/>
+  <clipPath id="p251bad500a">
+   <rect x="198" y="36.370909" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pffa06f6510">
-   <rect x="198" y="42.643019" width="36" height="5.121509"/>
+  <clipPath id="p460f0873dc">
+   <rect x="198" y="61.941818" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pe57fc1f40d">
-   <rect x="198" y="58.564528" width="36" height="5.121509"/>
+  <clipPath id="pa753d5de16">
+   <rect x="198" y="87.512727" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p775e36e9c3">
-   <rect x="198" y="74.486038" width="36" height="5.121509"/>
+  <clipPath id="pf1b90b6c41">
+   <rect x="198" y="113.083636" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p66b6da0401">
-   <rect x="198" y="90.407547" width="36" height="5.121509"/>
+  <clipPath id="p7146bf5dfa">
+   <rect x="198" y="138.654545" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pfa4365a0f2">
-   <rect x="198" y="106.329057" width="36" height="5.121509"/>
+  <clipPath id="p58827f1132">
+   <rect x="198" y="164.225455" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p00c9367d07">
-   <rect x="198" y="122.250566" width="36" height="5.121509"/>
+  <clipPath id="pf5596afeb1">
+   <rect x="198" y="189.796364" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p65632a31c3">
-   <rect x="198" y="138.172075" width="36" height="5.121509"/>
+  <clipPath id="p85377cdc95">
+   <rect x="198" y="215.367273" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pdd5fa60875">
-   <rect x="198" y="154.093585" width="36" height="5.121509"/>
+  <clipPath id="p8c2723d615">
+   <rect x="198" y="240.938182" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pe8694cf0df">
-   <rect x="198" y="170.015094" width="36" height="5.121509"/>
+  <clipPath id="p30795d8e2e">
+   <rect x="198" y="266.509091" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pe73ca9ca12">
-   <rect x="198" y="185.936604" width="36" height="5.121509"/>
+  <clipPath id="p25d5b2b308">
+   <rect x="198" y="292.08" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pfcebd032a9">
-   <rect x="198" y="201.858113" width="36" height="5.121509"/>
+  <clipPath id="p4ec63535bf">
+   <rect x="198" y="317.650909" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pd59a5db9f2">
-   <rect x="198" y="217.779623" width="36" height="5.121509"/>
+  <clipPath id="p7d8e7300fd">
+   <rect x="198" y="343.221818" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pce51b869d7">
-   <rect x="198" y="233.701132" width="36" height="5.121509"/>
+  <clipPath id="p0fff57a20e">
+   <rect x="198" y="368.792727" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p7cbad718f7">
-   <rect x="198" y="249.622642" width="36" height="5.121509"/>
+  <clipPath id="pda1254ca5c">
+   <rect x="104.4" y="394.363636" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pf29a5dce57">
-   <rect x="198" y="265.544151" width="36" height="5.121509"/>
+  <clipPath id="p54d5b1cd3f">
+   <rect x="198" y="394.363636" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p1cc3336841">
-   <rect x="198" y="281.46566" width="36" height="5.121509"/>
+  <clipPath id="pdb5cc27f2f">
+   <rect x="104.4" y="419.934545" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p2dcfc5b5ae">
-   <rect x="198" y="297.38717" width="36" height="5.121509"/>
+  <clipPath id="p63f6d45903">
+   <rect x="198" y="419.934545" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p6688160cdd">
-   <rect x="198" y="313.308679" width="36" height="5.121509"/>
+  <clipPath id="p5cc87ab6f2">
+   <rect x="104.4" y="445.505455" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pd1d157dbef">
-   <rect x="198" y="329.230189" width="36" height="5.121509"/>
+  <clipPath id="pec9f60132d">
+   <rect x="198" y="445.505455" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p99d1102eb1">
-   <rect x="198" y="345.151698" width="36" height="5.121509"/>
+  <clipPath id="p64b67fa26d">
+   <rect x="104.4" y="471.076364" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p5ccc4401e5">
-   <rect x="198" y="361.073208" width="36" height="5.121509"/>
+  <clipPath id="p16e31709c0">
+   <rect x="198" y="471.076364" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p384aa313ec">
-   <rect x="198" y="376.994717" width="36" height="5.121509"/>
+  <clipPath id="p286d35fa19">
+   <rect x="104.4" y="496.647273" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p004c35812d">
-   <rect x="198" y="392.916226" width="36" height="5.121509"/>
+  <clipPath id="p298c8860f1">
+   <rect x="198" y="496.647273" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p3b6fcb2e46">
-   <rect x="198" y="408.837736" width="36" height="5.121509"/>
+  <clipPath id="peff46441cd">
+   <rect x="104.4" y="522.218182" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pf968510c8c">
-   <rect x="198" y="424.759245" width="36" height="5.121509"/>
+  <clipPath id="pf5783348d6">
+   <rect x="198" y="522.218182" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pfbb9eaa2ff">
-   <rect x="198" y="440.680755" width="36" height="5.121509"/>
+  <clipPath id="pb11423453b">
+   <rect x="104.4" y="547.789091" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="peabcb82c4e">
-   <rect x="198" y="456.602264" width="36" height="5.121509"/>
+  <clipPath id="p36a2e4ce5a">
+   <rect x="198" y="547.789091" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pca0522eed2">
-   <rect x="198" y="472.523774" width="36" height="5.121509"/>
+  <clipPath id="p69806e25d1">
+   <rect x="244.8" y="547.789091" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p12a2a1dc2c">
-   <rect x="198" y="488.445283" width="36" height="5.121509"/>
+  <clipPath id="pc3edb78238">
+   <rect x="104.4" y="573.36" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p2b4f87fc67">
-   <rect x="198" y="504.366792" width="36" height="5.121509"/>
+  <clipPath id="p3b0db850f7">
+   <rect x="198" y="573.36" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p8d4a156b7f">
-   <rect x="198" y="520.288302" width="36" height="5.121509"/>
+  <clipPath id="p4e727f8679">
+   <rect x="244.8" y="573.36" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pf9453acfa9">
-   <rect x="244.8" y="520.288302" width="36" height="5.121509"/>
+  <clipPath id="p55211bd53a">
+   <rect x="104.4" y="598.930909" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pf371fa5826">
-   <rect x="198" y="536.209811" width="36" height="5.121509"/>
+  <clipPath id="p9d74afec14">
+   <rect x="198" y="598.930909" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pa917b5eea8">
-   <rect x="244.8" y="536.209811" width="36" height="5.121509"/>
+  <clipPath id="pbf4350e410">
+   <rect x="244.8" y="598.930909" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p6d1b4c7d57">
-   <rect x="198" y="552.131321" width="36" height="5.121509"/>
+  <clipPath id="pa3799c1f4d">
+   <rect x="104.4" y="624.501818" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pa0bf91d127">
-   <rect x="244.8" y="552.131321" width="36" height="5.121509"/>
+  <clipPath id="pb688958a54">
+   <rect x="151.2" y="624.501818" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p6e052f86f9">
-   <rect x="198" y="568.05283" width="36" height="5.121509"/>
+  <clipPath id="pe240fefacc">
+   <rect x="198" y="624.501818" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p8d3037e8d1">
-   <rect x="244.8" y="568.05283" width="36" height="5.121509"/>
+  <clipPath id="p3de3400257">
+   <rect x="244.8" y="624.501818" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p01d3e904c5">
-   <rect x="151.2" y="583.97434" width="36" height="5.121509"/>
+  <clipPath id="pe88860486c">
+   <rect x="104.4" y="650.072727" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p365fb1be2c">
-   <rect x="198" y="583.97434" width="36" height="5.121509"/>
+  <clipPath id="p484d8e40ef">
+   <rect x="151.2" y="650.072727" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p3750eafb37">
-   <rect x="244.8" y="583.97434" width="36" height="5.121509"/>
+  <clipPath id="p70dafd8f12">
+   <rect x="198" y="650.072727" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pbaf9f0ff38">
-   <rect x="151.2" y="599.895849" width="36" height="5.121509"/>
+  <clipPath id="p3443672fd2">
+   <rect x="244.8" y="650.072727" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p72e8bfc5c2">
-   <rect x="198" y="599.895849" width="36" height="5.121509"/>
+  <clipPath id="p4ee8da11a4">
+   <rect x="291.6" y="650.072727" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p329c97d9e5">
-   <rect x="244.8" y="599.895849" width="36" height="5.121509"/>
+  <clipPath id="p78f93e7989">
+   <rect x="338.4" y="650.072727" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p9637dc40a7">
-   <rect x="151.2" y="615.817358" width="36" height="5.121509"/>
+  <clipPath id="pf0d7a775c1">
+   <rect x="57.6" y="675.643636" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pa4f9cc172b">
-   <rect x="198" y="615.817358" width="36" height="5.121509"/>
+  <clipPath id="p2f7a5a7876">
+   <rect x="104.4" y="675.643636" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pd6daad1474">
-   <rect x="244.8" y="615.817358" width="36" height="5.121509"/>
+  <clipPath id="ped3ac1982d">
+   <rect x="151.2" y="675.643636" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p726128aa99">
-   <rect x="151.2" y="631.738868" width="36" height="5.121509"/>
+  <clipPath id="p5716f627ff">
+   <rect x="198" y="675.643636" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p14274117ff">
-   <rect x="198" y="631.738868" width="36" height="5.121509"/>
+  <clipPath id="pf2d702651a">
+   <rect x="244.8" y="675.643636" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pabfc204864">
-   <rect x="244.8" y="631.738868" width="36" height="5.121509"/>
+  <clipPath id="p231896ea38">
+   <rect x="291.6" y="675.643636" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pf5a2f4d94f">
-   <rect x="151.2" y="647.660377" width="36" height="5.121509"/>
+  <clipPath id="pf880fbca7b">
+   <rect x="338.4" y="675.643636" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p3e77f96634">
-   <rect x="198" y="647.660377" width="36" height="5.121509"/>
+  <clipPath id="p9ee3c5bbfb">
+   <rect x="57.6" y="701.214545" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p3042aa0ea3">
-   <rect x="244.8" y="647.660377" width="36" height="5.121509"/>
+  <clipPath id="p4d63b407f2">
+   <rect x="104.4" y="701.214545" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p4f3ba414ac">
-   <rect x="151.2" y="663.581887" width="36" height="5.121509"/>
+  <clipPath id="p75e1aa8a3b">
+   <rect x="151.2" y="701.214545" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pb8817a7a2b">
-   <rect x="198" y="663.581887" width="36" height="5.121509"/>
+  <clipPath id="p76776319cb">
+   <rect x="198" y="701.214545" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pc26694c8d3">
-   <rect x="244.8" y="663.581887" width="36" height="5.121509"/>
+  <clipPath id="pd64f4457af">
+   <rect x="244.8" y="701.214545" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p42a4f484f9">
-   <rect x="151.2" y="679.503396" width="36" height="5.121509"/>
+  <clipPath id="p03887f1583">
+   <rect x="291.6" y="701.214545" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p52a9fe618b">
-   <rect x="198" y="679.503396" width="36" height="5.121509"/>
+  <clipPath id="pfed3e4c0a4">
+   <rect x="338.4" y="701.214545" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pe73d26e843">
-   <rect x="244.8" y="679.503396" width="36" height="5.121509"/>
+  <clipPath id="p63f01fa6e0">
+   <rect x="57.6" y="726.785455" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p9b12d987fe">
-   <rect x="151.2" y="695.424906" width="36" height="5.121509"/>
+  <clipPath id="p75a5f7d5f9">
+   <rect x="104.4" y="726.785455" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pcaf9b24ff8">
-   <rect x="198" y="695.424906" width="36" height="5.121509"/>
+  <clipPath id="pfe0fe7d302">
+   <rect x="151.2" y="726.785455" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p3180c9d681">
-   <rect x="244.8" y="695.424906" width="36" height="5.121509"/>
+  <clipPath id="p7c01d5f2b3">
+   <rect x="198" y="726.785455" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pd32e898e19">
-   <rect x="151.2" y="711.346415" width="36" height="5.121509"/>
+  <clipPath id="p3373a1b25a">
+   <rect x="244.8" y="726.785455" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p6580e329ac">
-   <rect x="198" y="711.346415" width="36" height="5.121509"/>
+  <clipPath id="p0abaa276db">
+   <rect x="291.6" y="726.785455" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pfa18daaaba">
-   <rect x="244.8" y="711.346415" width="36" height="5.121509"/>
+  <clipPath id="pad09c6e523">
+   <rect x="338.4" y="726.785455" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pa87d51dd54">
-   <rect x="151.2" y="727.267925" width="36" height="5.121509"/>
+  <clipPath id="pcd259a5d2f">
+   <rect x="57.6" y="752.356364" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p2f0b506621">
-   <rect x="198" y="727.267925" width="36" height="5.121509"/>
+  <clipPath id="pe4529d5e0c">
+   <rect x="104.4" y="752.356364" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pd07bc8f259">
-   <rect x="244.8" y="727.267925" width="36" height="5.121509"/>
+  <clipPath id="p7288034177">
+   <rect x="151.2" y="752.356364" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p0510ca4537">
-   <rect x="151.2" y="743.189434" width="36" height="5.121509"/>
+  <clipPath id="pa8380fc050">
+   <rect x="198" y="752.356364" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pab30dfe345">
-   <rect x="198" y="743.189434" width="36" height="5.121509"/>
+  <clipPath id="p39e8a45e1e">
+   <rect x="244.8" y="752.356364" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p687a9a0193">
-   <rect x="244.8" y="743.189434" width="36" height="5.121509"/>
+  <clipPath id="pa41e5951f3">
+   <rect x="291.6" y="752.356364" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pbd61c23f20">
-   <rect x="151.2" y="759.110943" width="36" height="5.121509"/>
+  <clipPath id="p62af5a3017">
+   <rect x="338.4" y="752.356364" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p26eacedc7f">
-   <rect x="198" y="759.110943" width="36" height="5.121509"/>
+  <clipPath id="pa70e9a5678">
+   <rect x="10.8" y="777.927273" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p26b032d361">
-   <rect x="244.8" y="759.110943" width="36" height="5.121509"/>
+  <clipPath id="pb289550025">
+   <rect x="57.6" y="777.927273" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pd3f87edc4e">
-   <rect x="104.4" y="775.032453" width="36" height="5.121509"/>
+  <clipPath id="p78826f218f">
+   <rect x="104.4" y="777.927273" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p4f652e476d">
-   <rect x="151.2" y="775.032453" width="36" height="5.121509"/>
+  <clipPath id="pc56fc947ca">
+   <rect x="151.2" y="777.927273" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p0548c81f64">
-   <rect x="198" y="775.032453" width="36" height="5.121509"/>
+  <clipPath id="p5fe5d50cef">
+   <rect x="198" y="777.927273" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p8a3cf5e277">
-   <rect x="244.8" y="775.032453" width="36" height="5.121509"/>
+  <clipPath id="pdaa9a6550e">
+   <rect x="244.8" y="777.927273" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p88e953a855">
-   <rect x="104.4" y="790.953962" width="36" height="5.121509"/>
+  <clipPath id="p052004f516">
+   <rect x="291.6" y="777.927273" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p39b615fd00">
-   <rect x="151.2" y="790.953962" width="36" height="5.121509"/>
+  <clipPath id="p0d445636d1">
+   <rect x="338.4" y="777.927273" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p98036b34ff">
-   <rect x="198" y="790.953962" width="36" height="5.121509"/>
+  <clipPath id="pa510b1e87d">
+   <rect x="10.8" y="803.498182" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p3857bc7885">
-   <rect x="244.8" y="790.953962" width="36" height="5.121509"/>
+  <clipPath id="p810396a3e2">
+   <rect x="57.6" y="803.498182" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p0ed0e49b13">
-   <rect x="104.4" y="806.875472" width="36" height="5.121509"/>
+  <clipPath id="p331a47ea55">
+   <rect x="104.4" y="803.498182" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p30a975ffa8">
-   <rect x="151.2" y="806.875472" width="36" height="5.121509"/>
+  <clipPath id="p9b98840f2b">
+   <rect x="151.2" y="803.498182" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pee4a8ec63c">
-   <rect x="198" y="806.875472" width="36" height="5.121509"/>
+  <clipPath id="p2041f96efa">
+   <rect x="198" y="803.498182" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p330f0cb449">
-   <rect x="244.8" y="806.875472" width="36" height="5.121509"/>
+  <clipPath id="pe96098a764">
+   <rect x="244.8" y="803.498182" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p8655a8fc74">
-   <rect x="291.6" y="806.875472" width="36" height="5.121509"/>
+  <clipPath id="p4cad7adcb1">
+   <rect x="291.6" y="803.498182" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pae6011909d">
-   <rect x="104.4" y="822.796981" width="36" height="5.121509"/>
+  <clipPath id="p928f3e66c5">
+   <rect x="338.4" y="803.498182" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p45817e9459">
-   <rect x="151.2" y="822.796981" width="36" height="5.121509"/>
+  <clipPath id="p363ea6af0f">
+   <rect x="385.2" y="803.498182" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p7fc9ef5cd9">
-   <rect x="198" y="822.796981" width="36" height="5.121509"/>
+  <clipPath id="p61171ff28e">
+   <rect x="10.8" y="829.069091" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pdd58bdf4c4">
-   <rect x="244.8" y="822.796981" width="36" height="5.121509"/>
+  <clipPath id="p08a6e5048c">
+   <rect x="57.6" y="829.069091" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p8d405c5a3e">
-   <rect x="291.6" y="822.796981" width="36" height="5.121509"/>
+  <clipPath id="p4827a2d850">
+   <rect x="104.4" y="829.069091" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pd9502b85dd">
-   <rect x="57.6" y="838.718491" width="36" height="5.121509"/>
+  <clipPath id="p3a259762b5">
+   <rect x="151.2" y="829.069091" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pad009a1e73">
-   <rect x="104.4" y="838.718491" width="36" height="5.121509"/>
+  <clipPath id="p23aa3db771">
+   <rect x="198" y="829.069091" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="pf4e41aacc5">
-   <rect x="151.2" y="838.718491" width="36" height="5.121509"/>
+  <clipPath id="p544bf9f100">
+   <rect x="244.8" y="829.069091" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p0c5e8129d8">
-   <rect x="198" y="838.718491" width="36" height="5.121509"/>
+  <clipPath id="p2ec4be64a9">
+   <rect x="291.6" y="829.069091" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p80214020ee">
-   <rect x="244.8" y="838.718491" width="36" height="5.121509"/>
+  <clipPath id="p110d936ec4">
+   <rect x="338.4" y="829.069091" width="36" height="14.770909"/>
   </clipPath>
-  <clipPath id="p930379fe1c">
-   <rect x="291.6" y="838.718491" width="36" height="5.121509"/>
+  <clipPath id="pc6bb29594c">
+   <rect x="385.2" y="829.069091" width="36" height="14.770909"/>
   </clipPath>
  </defs>
 </svg>
diff --git a/book/_build/html/_sources/confidenceintervals.md b/book/_build/html/_sources/confidenceintervals.md
index ab6be6c..2e6b66c 100644
--- a/book/_build/html/_sources/confidenceintervals.md
+++ b/book/_build/html/_sources/confidenceintervals.md
@@ -20,7 +20,7 @@ If we repeatedly flip a coin *100* times, we can expect the sample proportion to
 
 ```{figure} images/bernoulliCLT.svg
 ---
-width: 50%
+width: 35%
 name: bernoulliCLT
 ---
 Each miniature histogram reflects $n=100$ coin flips where $p=0.2$. Miniature histograms are arranged into a larger histogram according to their sample average.
@@ -29,7 +29,7 @@ If we repeatedly flip a coin *400* times, we can expect the sample proportion to
 
 ```{figure} images/bernoulliCLT2.svg
 ---
-width: 50%
+width: 35%
 name: bernoulliCLT2
 ---
 Each miniature histogram reflects $n=400$ coin flips where $p=0.2$. Miniature histograms are arranged into a larger histogram according to their sample average.
@@ -66,15 +66,15 @@ Let's return to the simulated data with $p=0.2$, in {numref}`bernoulliCLT` and {
 
 ```{figure} images/bernoulliCLTwCI.svg
 ---
-width: 50%
+width: 33%
 name: bernoulliCLTwCI
 ---
-Each miniature histogram reflects $n=100$ coin flips where $p=0.2$. Orange bands reflect a 95% confidence interval. Grayed out histograms are those where the confidence interval misses the true parameter.
+Each miniature histogram reflects $n=100$ coin flips where $p=0.2$. Grayed out histograms are those where the confidence interval misses the true parameter.
 ```
 
 ```{figure} images/bernoulliCLT2wCI.svg
 ---
-width: 50%
+width: 33%
 name: bernoulliCLT2wCI
 ---
 Each miniature histogram reflects $n=400$ coin flips where $p=0.2$. Grayed out histograms are those where the confidence interval misses the true parameter.
diff --git a/book/_build/html/confidenceintervals.html b/book/_build/html/confidenceintervals.html
index bf1e97c..47e4a34 100644
--- a/book/_build/html/confidenceintervals.html
+++ b/book/_build/html/confidenceintervals.html
@@ -456,14 +456,14 @@ <h2>The Accuracy of Percentages<a class="headerlink" href="#the-accuracy-of-perc
 \[\text{SE for proportion of heads} = \sqrt{\frac{0.2\times 0.8}{n}}\]</div>
 <p>If we repeatedly flip a coin <em>100</em> times, we can expect the sample proportion to be in the interval <span class="math notranslate nohighlight">\(0.2\pm 2\times 0.04\)</span> for 95% of the repetitions, where 0.04 is the SE for the proportion.</p>
 <figure class="align-default" id="bernoulliclt">
-<a class="reference internal image-reference" href="_images/bernoulliCLT.svg"><img alt="_images/bernoulliCLT.svg" src="_images/bernoulliCLT.svg" width="50%" /></a>
+<a class="reference internal image-reference" href="_images/bernoulliCLT.svg"><img alt="_images/bernoulliCLT.svg" src="_images/bernoulliCLT.svg" width="35%" /></a>
 <figcaption>
 <p><span class="caption-number">Fig. 49 </span><span class="caption-text">Each miniature histogram reflects <span class="math notranslate nohighlight">\(n=100\)</span> coin flips where <span class="math notranslate nohighlight">\(p=0.2\)</span>. Miniature histograms are arranged into a larger histogram according to their sample average.</span><a class="headerlink" href="#bernoulliclt" title="Permalink to this image">#</a></p>
 </figcaption>
 </figure>
 <p>If we repeatedly flip a coin <em>400</em> times, we can expect the sample proportion to be in the interval <span class="math notranslate nohighlight">\(0.2\pm 2\times 0.02\)</span> for 95% of the repetitions, where 0.02 is the SE for the proportion.</p>
 <figure class="align-default" id="bernoulliclt2">
-<a class="reference internal image-reference" href="_images/bernoulliCLT2.svg"><img alt="_images/bernoulliCLT2.svg" src="_images/bernoulliCLT2.svg" width="50%" /></a>
+<a class="reference internal image-reference" href="_images/bernoulliCLT2.svg"><img alt="_images/bernoulliCLT2.svg" src="_images/bernoulliCLT2.svg" width="35%" /></a>
 <figcaption>
 <p><span class="caption-number">Fig. 50 </span><span class="caption-text">Each miniature histogram reflects <span class="math notranslate nohighlight">\(n=400\)</span> coin flips where <span class="math notranslate nohighlight">\(p=0.2\)</span>. Miniature histograms are arranged into a larger histogram according to their sample average.</span><a class="headerlink" href="#bernoulliclt2" title="Permalink to this image">#</a></p>
 </figcaption>
@@ -488,13 +488,13 @@ <h4>Interpretation of a Confidence Interval<a class="headerlink" href="#interpre
 <p>The correct interpretation of a confidence interval is often misunderstood. The interpretation is based on our frequency theory of chance. First, there is nothing random about the parameter <span class="math notranslate nohighlight">\(p\)</span>. Our sample is random and thus randomness is manifested in <span class="math notranslate nohighlight">\(\hat{p}\)</span> instead. With <span class="math notranslate nohighlight">\(p\)</span> nonrandom, we <em>can’t</em> make probabilistic statement like <span class="math notranslate nohighlight">\(p\)</span> is in a 95% confidence interval with 95% probability. Relying on probabilities being long-run frequencies instead, we say that if we were to construct many samples and thus many 95% confidence intervals, about 95% of the intervals would contain the true parameter.</p>
 <p>Let’s return to the simulated data with <span class="math notranslate nohighlight">\(p=0.2\)</span>, in <a class="reference internal" href="#bernoulliclt"><span class="std std-numref">Fig. 49</span></a> and <a class="reference internal" href="#bernoulliclt2"><span class="std std-numref">Fig. 50</span></a>. Each miniature histogram is a sample and most of the sample means are not equal to 0.2. However, 95% confidence intervals can be found for each. Indeed, for 95 of 100 of the simulated samples, the confidence interval would cover the true parameter.</p>
 <figure class="align-default" id="bernoullicltwci">
-<a class="reference internal image-reference" href="_images/bernoulliCLTwCI.svg"><img alt="_images/bernoulliCLTwCI.svg" src="_images/bernoulliCLTwCI.svg" width="50%" /></a>
+<a class="reference internal image-reference" href="_images/bernoulliCLTwCI.svg"><img alt="_images/bernoulliCLTwCI.svg" src="_images/bernoulliCLTwCI.svg" width="33%" /></a>
 <figcaption>
-<p><span class="caption-number">Fig. 51 </span><span class="caption-text">Each miniature histogram reflects <span class="math notranslate nohighlight">\(n=100\)</span> coin flips where <span class="math notranslate nohighlight">\(p=0.2\)</span>. Orange bands reflect a 95% confidence interval. Grayed out histograms are those where the confidence interval misses the true parameter.</span><a class="headerlink" href="#bernoullicltwci" title="Permalink to this image">#</a></p>
+<p><span class="caption-number">Fig. 51 </span><span class="caption-text">Each miniature histogram reflects <span class="math notranslate nohighlight">\(n=100\)</span> coin flips where <span class="math notranslate nohighlight">\(p=0.2\)</span>. Grayed out histograms are those where the confidence interval misses the true parameter.</span><a class="headerlink" href="#bernoullicltwci" title="Permalink to this image">#</a></p>
 </figcaption>
 </figure>
 <figure class="align-default" id="bernoulliclt2wci">
-<a class="reference internal image-reference" href="_images/bernoulliCLT2wCI.svg"><img alt="_images/bernoulliCLT2wCI.svg" src="_images/bernoulliCLT2wCI.svg" width="50%" /></a>
+<a class="reference internal image-reference" href="_images/bernoulliCLT2wCI.svg"><img alt="_images/bernoulliCLT2wCI.svg" src="_images/bernoulliCLT2wCI.svg" width="33%" /></a>
 <figcaption>
 <p><span class="caption-number">Fig. 52 </span><span class="caption-text">Each miniature histogram reflects <span class="math notranslate nohighlight">\(n=400\)</span> coin flips where <span class="math notranslate nohighlight">\(p=0.2\)</span>. Grayed out histograms are those where the confidence interval misses the true parameter.</span><a class="headerlink" href="#bernoulliclt2wci" title="Permalink to this image">#</a></p>
 </figcaption>
diff --git a/book/_build/html/objects.inv b/book/_build/html/objects.inv
index afc56d8..29ab36c 100644
Binary files a/book/_build/html/objects.inv and b/book/_build/html/objects.inv differ
diff --git a/book/_build/html/searchindex.js b/book/_build/html/searchindex.js
index 9c91cf4..0d952ff 100644
--- a/book/_build/html/searchindex.js
+++ b/book/_build/html/searchindex.js
@@ -1 +1 @@
-Search.setIndex({"docnames": ["Homework05lab", "Rbasics", "bayes", "bibliography", "centerspread", "chancevar", "chancevary", "confidenceintervals", "correlation", "correlation2", "experiments", "gettingstarted", "ghistogram", "gregression", "gsheets", "histograms", "intro", "lawofaverages", "natural", "normal", "normal0", "observational", "other", "probability", "probability1", "probtree", "pycalculator", "pylibs", "python", "regression", "sampling", "solutions", "statwrap", "statwrap0", "statwrapregression", "thehistogram"], "filenames": ["Homework05lab.ipynb", "Rbasics.ipynb", "bayes.md", "bibliography.md", "centerspread.md", "chancevar.md", "chancevary.ipynb", "confidenceintervals.md", "correlation.ipynb", "correlation2.md", "experiments.md", "gettingstarted.md", "ghistogram.md", "gregression.md", "gsheets.md", "histograms.ipynb", "intro.md", "lawofaverages.md", "natural.md", "normal.ipynb", "normal0.md", "observational.md", "other.md", "probability.md", "probability1.md", "probtree.md", "pycalculator.ipynb", "pylibs.ipynb", "python.md", "regression.ipynb", "sampling.md", "solutions.md", "statwrap.md", "statwrap0.ipynb", "statwrapregression.ipynb", "thehistogram.md"], "titles": ["Homework 5", "Overview", "Probability II", "Bibliography", "Center and Spread", "Chance Error", "Chance Variability", "Confidence Intervals", "Correlation", "Correlation", "Experiments", "Getting Started", "Histograms", "Regression", "Overview", "Histograms", "Welcome to Intro Stats", "Law of Averages", "Natural Experiments", "Normal Distribution", "Normal Distribution", "Observational Studies", "Other", "Probability", "Probability", "Probability Trees", "Basics", "Libraries", "Overview", "Regression", "Sampling", "Selected Solutions", "StatWrap", "StatWrap", "Regression", "The Histogram"], "terms": {"copi": [0, 13], "differ": [0, 2, 4, 5, 6, 10, 11, 14, 18, 21, 28, 29, 30, 31, 34, 35], "text": [0, 2, 4, 5, 6, 7, 8, 11, 14, 19, 22, 23, 26, 28, 29, 30, 31, 32, 35], "exampl": [0, 2, 4, 5, 6, 7, 10, 12, 14, 16, 19, 23, 28, 29, 30, 31], "you": [0, 1, 2, 4, 5, 6, 8, 9, 10, 11, 14, 16, 18, 19, 21, 22, 23, 26, 27, 29, 30, 31, 32, 33, 34, 35], "receiv": [0, 2, 8, 18, 29], "small": [0, 2, 10, 18, 35], "data": [0, 3, 4, 5, 6, 7, 10, 11, 12, 13, 14, 15, 16, 18, 19, 21, 23, 26, 28, 29, 30, 31, 34], "set": [0, 6, 8, 10, 11, 18, 19, 21, 29, 30, 31, 35], "call": [0, 4, 5, 6, 8, 9, 10, 18, 19, 21, 23, 26, 29, 30, 31, 34, 35], "cps_coupl": 0, "csv": [0, 29], "built": [0, 29], "from": [0, 2, 3, 4, 7, 8, 9, 10, 11, 13, 14, 16, 18, 19, 21, 23, 26, 27, 28, 29, 31, 32, 33, 35], "current": [0, 8, 10, 23], "popul": [0, 2, 3, 7, 18, 21, 30, 31, 35], "survei": [0, 3, 7, 19, 35], "each": [0, 2, 4, 5, 6, 7, 8, 9, 10, 11, 18, 19, 21, 23, 29, 30, 31, 35], "row": [0, 13, 14, 19, 23, 31, 34, 35], "describ": [0, 4, 5, 6, 10, 21, 23, 28, 29, 30, 35], "marri": [0, 6], "coupl": [0, 29, 31], "The": [0, 1, 2, 3, 5, 6, 8, 9, 11, 12, 13, 16, 18, 21, 23, 26, 27, 28, 30, 31], "alreadi": [0, 2, 8, 21, 23, 27, 29, 32, 33], "clean": 0, "There": [0, 2, 5, 6, 8, 9, 10, 14, 18, 21, 23, 26, 28, 30, 31, 35], "ar": [0, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 13, 14, 16, 18, 19, 21, 23, 26, 27, 28, 29, 30, 31, 33, 34, 35], "flag": [0, 23, 35], "valu": [0, 1, 4, 6, 7, 8, 11, 13, 14, 19, 23, 26, 27, 28, 29, 31, 35], "need": [0, 1, 2, 8, 9, 11, 14, 18, 26, 28, 35], "drop": [0, 10, 29], "review": [0, 2, 3, 7, 8, 10, 31, 35], "condens": 0, "document": [0, 11, 12, 32, 33, 35], "more": [0, 1, 2, 4, 5, 6, 7, 8, 9, 10, 11, 14, 18, 19, 21, 23, 26, 28, 29, 30, 31, 32, 33, 34, 35], "inform": [0, 2, 10, 11, 23, 29, 35], "column": [0, 11, 13, 14, 19, 21, 31, 35], "e": [0, 2, 3, 10, 11, 23, 29, 32, 33], "g": [0, 3, 10, 11, 13, 32, 33], "an": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 14, 16, 18, 19, 21, 22, 23, 28, 29, 30, 31, 35], "educ": [0, 18, 21], "46": [0, 30], "correspond": [0, 10, 12, 23, 27, 29, 35], "phd": 0, "variabl": [0, 5, 8, 9, 16, 19, 21, 28, 29, 30, 31], "name": [0, 10, 14, 18, 26, 28, 30, 32, 33, 35], "tucaseid": 0, "identifi": [0, 2, 18, 23], "prernwa": 0, "partner": [0, 29, 31], "earn": [0, 8, 9], "peeduca": 0, "prtage": 0, "ag": [0, 10, 18, 21, 31, 35], "pesex": 0, "sex": [0, 3, 18, 21, 30, 31], "ptdtrace": 0, "race": [0, 3, 30], "submit": 0, "your": [0, 1, 2, 4, 5, 6, 10, 13, 14, 16, 19, 21, 23, 26, 28, 29, 31, 35], "work": [0, 1, 3, 10, 11, 22, 23, 26, 28, 29, 30, 33], "two": [0, 2, 3, 4, 5, 6, 8, 9, 10, 11, 14, 18, 19, 21, 23, 29, 30, 31, 34, 35], "file": 0, "1": [0, 1, 2, 3, 4, 7, 8, 9, 10, 11, 13, 15, 19, 21, 23, 26, 27, 28, 29, 30, 32, 33, 35], "main": [0, 2, 25, 29, 34, 35], "pdf": 0, "doc": 0, "answer": [0, 2, 4, 7, 10, 19, 23, 30, 31, 35], "question": [0, 2, 5, 6, 7, 11, 16, 23, 28, 30, 31], "provid": [0, 2, 6, 7, 10, 16, 29, 30, 31, 35], "statist": [0, 2, 3, 4, 6, 10, 11, 16, 19, 21, 28, 30, 32, 33, 34, 35], "reason": [0, 3, 10, 11, 19, 21, 23], "actual": [0, 1, 2, 5, 6, 8, 10, 11, 13, 18, 23, 26, 28, 29, 30, 35], "calcul": [0, 4, 5, 6, 11, 13, 14, 19, 27, 28, 29, 30, 31, 32, 33, 34, 35], "2": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 13, 14, 15, 19, 21, 23, 26, 28, 29, 31, 32, 33, 35], "supplementari": 0, "either": [0, 2, 4, 8, 9, 16, 18, 19, 23, 31, 35], "xlsx": 0, "code": [0, 1, 26, 27, 28, 32, 33, 35], "thi": [0, 1, 2, 4, 5, 6, 7, 8, 9, 10, 11, 13, 14, 16, 18, 19, 21, 22, 23, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35], "proof": 0, "replic": [0, 3, 10], "creat": [0, 8, 10, 12, 26, 30, 31, 34, 35], "scatter": [0, 21, 29, 31, 35], "diagram": [0, 8, 23, 29], "relat": [0, 7, 8, 16, 18, 29, 31, 32, 33], "choos": [0, 1, 2, 8, 9, 10, 11, 21, 23, 35], "among": [0, 7, 10, 21, 23, 29, 35], "quantit": [0, 8, 9, 11, 19, 29, 31, 35], "onli": [0, 2, 5, 6, 7, 8, 10, 11, 14, 16, 18, 21, 23, 28, 29, 31, 35], "us": [0, 1, 2, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 16, 18, 19, 21, 23, 26, 27, 28, 29, 31, 34, 35], "follow": [0, 2, 4, 5, 6, 8, 9, 10, 11, 16, 19, 21, 23, 26, 30, 31, 35], "find": [0, 1, 2, 3, 7, 8, 9, 10, 11, 18, 21, 22, 23, 27, 31, 32, 33, 35], "regress": [0, 14, 16, 35], "line": [0, 4, 8, 9, 21, 23, 26, 27, 28, 32, 33, 34, 35], "equat": [0, 5, 6, 11, 13, 26, 29], "let": [0, 7, 8, 9, 21, 23, 28, 29, 30, 31, 34], "independ": [0, 2, 5, 6, 8, 9, 21, 29, 31], "3": [0, 1, 2, 4, 5, 6, 7, 8, 9, 10, 13, 15, 19, 21, 23, 27, 29, 30, 31, 32, 33, 34, 35], "interpret": [0, 11, 16, 29, 31, 35], "context": [0, 10, 11, 14, 16, 31], "what": [0, 2, 3, 5, 6, 8, 10, 11, 16, 18, 19, 21, 23, 26, 27, 29, 30, 31, 32, 33, 35], "do": [0, 1, 2, 4, 5, 6, 10, 14, 18, 19, 21, 23, 26, 27, 28, 29, 30, 31, 32, 33], "coeffici": [0, 13, 29, 31, 34, 35], "mean": [0, 2, 5, 6, 7, 8, 10, 11, 13, 14, 19, 21, 23, 28, 29, 30, 31, 35], "4": [0, 3, 4, 7, 8, 10, 13, 15, 19, 21, 23, 26, 28, 29, 30, 34, 35], "discuss": [0, 10, 21, 23, 29, 35], "linear": [0, 8, 9, 16, 31, 34], "appropri": [0, 2, 8, 9, 28, 29, 31], "root": [0, 5, 6, 13, 29, 30], "squar": [0, 5, 6, 13, 29, 30], "error": [0, 4, 7, 8, 13, 14, 22, 28], "assum": [0, 2, 8, 18, 19, 23, 30, 31], "residu": [0, 34], "normal": [0, 1, 4, 7, 8, 16, 26, 27], "curv": [0, 5, 6, 7, 8, 27, 35], "6": [0, 2, 5, 6, 8, 18, 20, 21, 23, 25, 29, 30, 35], "plot": [0, 21, 31, 34, 35], "detect": [0, 31], "ani": [0, 2, 4, 6, 8, 10, 11, 18, 19, 21, 23, 28, 29, 31, 35], "non": [0, 2, 8, 10, 21, 35], "pattern": [0, 8, 19, 29], "heteroscedast": [0, 29], "7": [0, 2, 7, 19, 29, 30, 35], "empir": [0, 10], "probabl": [0, 3, 5, 6, 7, 11, 16, 35], "abov": [0, 2, 5, 6, 8, 9, 10, 11, 18, 19, 21, 23, 26, 27, 29, 30, 31, 32, 33, 35], "averag": [0, 2, 5, 6, 7, 8, 10, 11, 13, 14, 19, 21, 29, 31, 34], "condit": [0, 2, 5, 6, 18, 31, 35], "posit": [0, 2, 5, 6, 8, 9, 10, 19, 21, 29, 31, 35], "doe": [0, 2, 3, 4, 8, 10, 11, 18, 19, 21, 23, 26, 28, 29, 31, 34, 35], "support": [0, 4, 10, 35], "previou": [0, 2, 10, 18, 23, 31, 35], "8": [0, 1, 2, 7, 8, 9, 23, 27, 29, 30, 34, 35], "label": [0, 2, 4, 23, 31], "parter": 0, "within": [0, 4, 5, 6, 19, 21, 27, 29], "somewhat": 0, "arbitrari": [0, 7, 35], "reorgan": 0, "wai": [0, 1, 2, 4, 8, 9, 10, 11, 18, 21, 26, 27, 28, 30, 31, 35], "doesn": [0, 2, 4, 5, 6, 8, 10, 21, 23, 26, 28, 30, 31, 34, 35], "t": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 14, 18, 19, 21, 23, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35], "split": [0, 4, 19, 35], "simpli": [0, 19, 23, 26, 27, 30, 31], "relabel": [0, 31], "everi": [0, 1, 2, 10, 14, 18, 21, 30, 32, 33], "vice": [0, 23], "versa": 0, "some": [0, 1, 2, 4, 5, 6, 7, 8, 10, 11, 18, 19, 21, 23, 26, 28, 29, 30, 33], "x": [0, 1, 4, 8, 9, 13, 14, 19, 21, 24, 26, 29, 31, 34], "y": [0, 8, 9, 13, 21, 26, 29, 31, 34, 35], "pair": [0, 8, 9, 10, 29, 31], "stai": [0, 2], "same": [0, 2, 5, 6, 8, 10, 14, 18, 19, 21, 23, 26, 27, 29, 31, 35], "other": [0, 2, 4, 8, 9, 10, 11, 13, 14, 18, 23, 27, 29, 30, 31, 32, 33, 35], "flip": [0, 5, 6, 7, 8, 23], "how": [0, 2, 4, 5, 6, 8, 10, 11, 16, 18, 19, 21, 23, 29, 30, 31, 35], "did": [0, 10, 21, 28], "new": [0, 2, 3, 8, 10, 30, 32, 33], "comment": [0, 4, 10, 16, 21], "chang": [0, 1, 2, 3, 4, 8, 9, 10, 13, 19, 21, 23, 28, 31, 35], "popular": [1, 11, 28, 31], "industri": 1, "It": [1, 2, 4, 5, 6, 8, 10, 18, 21, 23, 26, 27, 29, 30, 31, 34, 35], "s": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 16, 18, 23, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35], "academia": 1, "i": [1, 2, 3, 4, 5, 6, 8, 10, 16, 23, 28, 29, 32, 33, 35], "ll": [1, 2, 4, 5, 6, 10, 16, 21, 23, 27, 30, 31, 32, 33, 35], "occasion": [1, 28], "myself": 1, "leav": [1, 2, 25, 31], "python": [1, 14, 26, 27, 32, 33, 34], "someth": [1, 2, 4, 10, 11, 18, 21, 23, 26, 28, 29, 34, 35], "advanc": [1, 21, 31, 32, 33], "notebook": [1, 28, 34], "done": [1, 10, 11, 13, 14, 18, 23, 26, 30, 31], "first": [1, 2, 4, 5, 6, 7, 8, 9, 10, 11, 18, 21, 23, 26, 28, 29, 30, 31, 34, 35], "cell": [1, 13, 19, 28, 35], "below": [1, 2, 4, 5, 6, 8, 9, 10, 11, 13, 14, 18, 19, 21, 23, 26, 27, 29, 31, 33, 35], "ad": [1, 8], "command": [1, 28, 34], "open": [1, 2, 28, 35], "googl": [1, 4, 5, 6, 11, 12, 14, 28, 31, 32, 33, 34, 35], "colab": [1, 28, 32, 33, 34, 35], "runtim": 1, "type": [1, 2, 11, 14, 16, 21, 26, 28, 30, 31], "go": [1, 2, 5, 6, 8, 9, 10, 11, 16, 21, 28, 31, 35], "menu": 1, "top": [1, 8, 30, 31, 35], "page": [1, 3, 18, 19, 28, 35], "select": [1, 2, 10, 14, 16, 18, 30], "under": [1, 5, 6, 7, 27, 30, 31], "click": 1, "save": 1, "list": [1, 4, 5, 6, 26, 29, 30, 31, 32, 33], "typic": [1, 4, 5, 6, 7, 18, 26, 27, 29, 34, 35], "oper": [1, 26], "descript": [1, 10, 16, 26, 29, 35], "addit": [1, 10, 18, 26, 29], "subtract": [1, 26, 35], "multipl": [1, 2, 16, 23, 26], "float": [1, 26], "point": [1, 4, 8, 9, 12, 14, 18, 19, 21, 23, 26, 28, 29, 31, 34, 35], "divis": [1, 26], "exponenti": [1, 26], "we": [1, 2, 4, 5, 6, 7, 8, 9, 10, 11, 13, 14, 16, 18, 19, 21, 23, 25, 26, 27, 28, 29, 30, 31, 34, 35], "can": [1, 2, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 16, 18, 19, 21, 22, 23, 26, 27, 28, 29, 30, 31, 33, 35], "parenthesi": [1, 26], "readabl": [1, 26, 28], "order": [1, 2, 4, 5, 6, 23, 26, 28, 29, 30, 31, 34, 35], "usual": [1, 10, 18, 26, 28, 30, 35], "pip": [1, 29, 32, 33, 34], "instal": [1, 27, 29, 32, 33, 34], "rpy2": 1, "load_ext": 1, "ipython": [1, 29], "0": [1, 2, 4, 7, 8, 9, 13, 14, 15, 19, 21, 23, 26, 27, 28, 29, 30, 31, 33, 34, 35], "assign": [1, 10, 18, 21, 26, 31], "help": [1, 2, 4, 10, 11, 13, 16, 21, 22, 23, 26, 30, 31, 35], "care": [1, 10, 21, 26, 28, 29], "about": [1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 19, 21, 23, 25, 26, 28, 29, 30, 31, 35], "colleagu": [1, 26, 30, 35], "futur": [1, 26], "self": [1, 3, 10, 16, 26, 35], "should": [1, 2, 5, 6, 8, 9, 10, 13, 14, 16, 21, 23, 26, 29, 30, 31, 35], "add": [1, 16, 18, 23, 26, 29, 34], "clariti": [1, 26], "intent": [1, 8, 26], "A": [1, 2, 3, 5, 6, 7, 8, 9, 10, 11, 13, 16, 18, 19, 21, 25, 26, 27, 28, 29, 30, 31, 35], "piec": [1, 26, 35], "isn": [1, 2, 7, 10, 11, 18, 21, 26, 28, 32, 33], "execut": [1, 26, 28], "left": [1, 2, 8, 11, 13, 14, 19, 26, 27, 29, 35], "reader": [1, 23, 26, 35], "person": [1, 2, 18, 21, 23, 26, 28, 29, 30, 35], "who": [1, 2, 7, 8, 10, 11, 14, 18, 21, 26, 28, 29, 30, 31, 35], "inherit": [1, 26], "modifi": [1, 23, 26], "everyth": [1, 4, 10, 21, 23, 26, 28], "after": [1, 2, 5, 6, 11, 18, 21, 23, 26, 29, 35], "ignor": [1, 4, 18, 23, 26, 30, 33], "1000": [1, 5, 6, 21, 31], "becaus": [1, 2, 4, 5, 6, 7, 8, 10, 14, 18, 19, 21, 23, 26, 27, 28, 29, 30, 31, 34, 35], "out": [1, 2, 3, 5, 6, 7, 8, 10, 19, 21, 23, 26, 28, 29, 30, 31], "9": [1, 2, 6, 8, 9, 19, 23, 29, 30, 31, 34, 35], "10": [1, 2, 3, 5, 6, 11, 19, 21, 26, 29, 30, 34, 35], "90": [1, 2, 3, 21, 23, 26, 31], "tij12": [2, 3, 25], "chapter": [2, 4, 5, 6, 7, 8, 9, 10, 11, 16, 18, 19, 20, 21, 23, 25, 29, 30, 35], "str10": [2, 3, 25], "In": [2, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 18, 19, 21, 23, 25, 26, 27, 28, 29, 30, 31, 35], "section": [2, 6, 10, 16, 18, 21, 30, 31], "textbook": [2, 11, 16, 23, 25, 29], "learn": [2, 8, 9, 10, 14, 16, 18, 25, 30, 31, 35], "foundat": [2, 6], "further": [2, 10, 27], "coursework": 2, "bayesian": 2, "just": [2, 4, 5, 6, 8, 9, 11, 16, 18, 19, 23, 27, 29, 30, 31, 35], "interact": [2, 29], "nerdi": 2, "peopl": [2, 5, 6, 8, 10, 18, 19, 21, 23, 30, 31, 35], "talk": [2, 4, 23, 30], "updat": [2, 35], "respons": [2, 8, 35], "solv": [2, 10, 11, 23, 28, 29, 30, 31], "mathbb": [2, 5, 6, 23, 31], "p": [2, 3, 5, 6, 7, 13, 23, 30, 31], "mid": [2, 23, 31], "b": [2, 3, 4, 10, 11, 13, 14, 19, 21, 26, 28, 29, 31], "given": [2, 8, 9, 10, 23, 28, 29, 30, 31, 35], "involv": [2, 10, 18, 23, 28, 30, 35], "observ": [2, 3, 4, 5, 6, 7, 8, 10, 13, 16, 18, 19, 23, 29, 35], "uncondit": [2, 23, 31], "prior": [2, 10, 18, 23], "belief": [2, 10, 23], "posterior": 2, "kind": [2, 4, 5, 6, 10, 11, 18, 21, 23, 26, 28, 29, 30, 31, 35], "environ": 2, "where": [2, 4, 5, 6, 7, 8, 10, 13, 14, 18, 19, 21, 23, 26, 28, 30, 31, 35], "gather": 2, "For": [2, 4, 5, 6, 7, 8, 9, 10, 13, 14, 18, 21, 23, 28, 29, 30, 31, 35], "medic": [2, 10, 35], "doctor": [2, 10], "assess": 2, "diseas": [2, 10, 31], "particular": [2, 4, 5, 6, 8, 29, 30], "test": [2, 3, 8, 9, 10, 13, 16, 18, 24, 25, 31, 35], "result": [2, 5, 6, 8, 10, 18, 21, 23, 28, 30, 31], "noth": [2, 7, 8, 10, 11, 21, 23, 31], "requir": [2, 5, 6, 10, 11, 14, 18, 28, 30, 35], "event": [2, 19, 23, 31], "organ": [2, 3, 11, 13, 16, 30, 35], "regard": [2, 11, 21, 30], "almost": 2, "anyth": [2, 8, 10, 11, 28, 35], "gener": [2, 3, 5, 6, 7, 11, 18, 21, 23, 28, 29, 30, 31, 35], "rule": [2, 4, 5, 6, 8, 10, 21, 28, 30, 35], "And": [2, 7, 10, 19, 23, 29, 30, 35], "here": [2, 10, 11, 16, 23, 28, 29, 31, 32, 33, 35], "concret": [2, 21], "english": 2, "word": [2, 4, 29, 30, 31, 35], "latin": 2, "french": 2, "origin": [2, 4, 10, 23, 35], "letter": [2, 14], "q": 2, "alwai": [2, 4, 7, 13, 23, 29, 30, 31, 35], "u": [2, 10, 19], "know": [2, 5, 6, 7, 8, 10, 18, 21, 23, 27, 29, 30, 31, 35], "start": [2, 5, 6, 7, 10, 16, 18, 23, 26, 28, 32, 33], "second": [2, 5, 6, 11, 13, 21, 23, 26, 28, 29, 31], "being": [2, 7, 8, 9, 10, 18, 21, 23, 26, 28, 31], "100": [2, 5, 6, 7, 10, 11, 15, 18, 19, 21, 23, 26, 29, 30, 31, 35], "howev": [2, 5, 6, 7, 8, 9, 19, 21, 29, 30], "veri": [2, 3, 5, 6, 7, 18, 23, 35], "like": [2, 4, 5, 6, 7, 8, 9, 10, 11, 13, 14, 18, 19, 21, 23, 26, 27, 29, 30, 31, 32, 33, 34, 35], "If": [2, 4, 5, 6, 7, 8, 9, 10, 11, 13, 14, 18, 19, 21, 23, 26, 27, 28, 29, 30, 31, 32, 33, 35], "drawn": [2, 4, 12, 23, 30, 31], "randomli": [2, 10, 18, 31], "would": [2, 4, 5, 6, 7, 8, 9, 10, 11, 14, 18, 21, 23, 27, 29, 30, 31, 35], "26": [2, 8], "also": [2, 4, 7, 8, 9, 10, 12, 19, 21, 22, 23, 26, 28, 29, 30, 31, 35], "simplic": [2, 4], "especi": [2, 8, 9, 10, 14, 23, 28, 30], "when": [2, 4, 5, 6, 7, 8, 9, 10, 14, 18, 19, 21, 23, 26, 28, 29, 30, 35], "depend": [2, 4, 5, 6, 8, 9, 23, 29, 31, 35], "see": [6, 8, 10, 18, 21, 27, 29, 31, 35], "abe12": [3, 11], "robert": 3, "abelson": 3, "principl": [3, 10, 11, 35], "argument": [3, 11, 18], "psycholog": 3, "press": 3, "2012": 3, "ap14": [3, 10], "joshua": 3, "d": [2, 3, 4, 13, 19, 21, 23, 30, 31, 35], "angrist": 3, "j": 3, "\u00f6": 3, "rn": 3, "steffen": 3, "pischk": 3, "master": [3, 28], "metric": 3, "path": [2, 3], "caus": [3, 8, 9, 10, 18, 21, 28, 30], "effect": [3, 8, 9, 10, 18, 21, 29, 31, 35], "princeton": 3, "univers": [3, 10, 18, 29], "2014": 3, "url": [3, 29, 34], "http": [3, 19, 29, 34], "clio": 3, "columbia": [3, 10, 23, 30, 35], "edu": 3, "catalog": [3, 11, 16, 35], "11221502": 3, "bhoconnell75": [3, 21], "bickel": 3, "hammel": 3, "w": 3, "o": [3, 21], "connel": 3, "bia": [3, 10, 18, 21, 30], "graduat": [3, 10, 21], "admiss": [3, 19, 21, 23, 31], "berkelei": [3, 21], "scienc": [3, 10, 21, 35], "187": 3, "4175": 3, "398": 3, "404": 3, "1975": 3, "www": 3, "jstor": 3, "org": 3, "stabl": 3, "1739581": 3, "visit": [3, 10], "2024": 3, "01": [2, 3, 31], "03": 3, "blm22": [3, 18], "luca": [3, 8], "braghieri": 3, "ro": 3, "ee": 3, "levi": 3, "alexei": 3, "makarin": 3, "social": [3, 4, 10, 18, 23, 30], "media": [3, 18], "mental": [3, 8, 18], "health": [3, 8, 10, 11, 18, 31], "american": [3, 19, 29], "econom": 3, "112": 3, "11": [3, 5, 6, 7, 23, 28, 29, 30, 31, 35], "3660": 3, "3693": 3, "2022": 3, "cc65": [3, 21], "william": [3, 21], "cochran": [3, 21], "paul": 3, "chamber": [3, 35], "plan": [3, 10], "studi": [2, 3, 7, 8, 10, 11, 16, 18, 29, 30, 32, 33, 35], "human": [3, 35], "journal": [3, 8, 21], "royal": 3, "societi": [3, 8, 9], "seri": [3, 34], "128": 3, "234": 3, "266": 3, "1965": [3, 21], "2344179": 3, "dvvb19": [3, 11, 35], "richard": [3, 10], "de": 3, "veaux": 3, "f": [2, 3, 13, 29, 34], "velleman": 3, "bock": 3, "stat": [3, 10, 27, 28, 34], "model": [3, 5, 6, 34, 35], "5th": 3, "edit": 3, "pearson": [3, 14, 29, 34], "addison": 3, "weslei": 3, "boston": 3, "2019": [3, 19], "dc18": [3, 10], "angu": 3, "deaton": 3, "nanci": 3, "cartwright": 3, "understand": [3, 10, 11, 16, 18, 21, 23, 28, 30], "misunderstand": 3, "random": [3, 4, 5, 6, 7, 8, 10, 18, 19, 21, 29, 30, 31, 35], "control": [3, 8, 10, 18, 21, 30, 31], "trial": [3, 5, 6, 8, 10, 14, 23], "medicin": [3, 21], "210": 3, "21": [3, 7, 34], "2018": 3, "fr99": [3, 10], "r": [3, 4, 8, 14, 28, 29, 31], "feynman": [3, 10], "robbin": 3, "pleasur": 3, "Of": [2, 3, 10, 30, 31], "thing": [3, 8, 10, 11, 19, 21, 23, 26, 27, 29, 34, 35], "best": [2, 3, 5, 6, 10, 23, 27, 29, 30], "short": [3, 10, 18, 27, 35], "helix": 3, "book": [3, 16, 32, 33], "basic": [3, 10, 16, 21, 34], "1999": 3, "isbn": 3, "9780738201085": 3, "2450053": 3, "fpp07": [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 16, 19, 20, 21, 23, 29, 30, 32, 33, 35], "david": 3, "freedman": 3, "pisani": 3, "roger": 3, "purv": 3, "ww": 3, "norton": 3, "compani": [3, 18, 28, 30, 35], "2007": 3, "6285515": 3, "fre91": [3, 18], "shoe": 3, "leather": 3, "sociolog": 3, "methodolog": 3, "291": 3, "313": 3, "1991": 3, "gal06": [3, 10], "galenson": 3, "old": [2, 3, 21, 23, 30], "young": [3, 21, 30], "genius": 3, "life": [3, 10], "cycl": [3, 8, 9, 10], "artist": [3, 10, 11, 31, 35], "creativ": [3, 10, 28], "2006": 3, "9780691121093": 3, "14140122": 3, "gel18": [3, 10], "andrew": 3, "gelman": 3, "benefit": [3, 10, 21, 35], "limit": [3, 5, 6, 7, 8, 18, 21, 35], "commentari": 3, "1982": 3, "48": [3, 23, 30], "49": [3, 7, 35], "gv21": [3, 35], "aki": 3, "vehtari": 3, "most": [3, 7, 10, 11, 18, 29, 30, 31, 35], "import": [3, 15, 16, 26, 27, 28, 31, 32, 33], "idea": [3, 10, 16, 28, 29, 35], "past": [3, 8, 13, 21, 28, 35], "50": [2, 3, 5, 6, 7, 15, 19, 21, 23, 30, 31, 34, 35], "year": [2, 3, 8, 10, 21, 23, 29, 35], "associ": [3, 8, 9, 11, 21, 30], "116": 3, "536": 3, "2087": 3, "2097": 3, "2021": [3, 35], "han08": [3, 11], "hand": [3, 21, 23], "introduct": [3, 18], "oxford": 3, "usa": 3, "2008": 3, "14180088": 3, "her09": [3, 35], "cedric": 3, "her": [3, 4, 10, 23, 35], "divers": [3, 35], "pai": [3, 10, 11, 14, 23, 31], "gender": [3, 18, 35], "busi": [3, 8, 10, 30, 35], "case": [3, 4, 7, 10, 11, 18, 21, 23, 26, 28, 29, 30, 31, 35], "74": [3, 30], "208": 3, "224": 3, "2009": 3, "her17": [3, 35], "Is": [2, 3, 4, 8, 18, 19, 21, 23, 28], "still": [2, 3, 8, 9, 10, 16, 18, 21, 26, 31, 35], "good": [2, 3, 7, 10, 11, 16, 18, 23, 26, 28, 29, 30, 31, 32, 33, 35], "82": [3, 8, 31], "868": 3, "877": 3, "2017": [3, 35], "kkm01": [3, 35], "arn": 3, "l": [2, 3], "kalleberg": 3, "knoke": 3, "peter": [3, 28], "v": 3, "marsden": 3, "nation": [3, 8, 35], "NOS": 3, "1996": [3, 35], "1997": [3, 35], "inter": 3, "consortium": 3, "polit": [3, 30], "research": [3, 7, 8, 10, 18, 21, 30, 31, 35], "ann": 3, "arbor": 3, "mi": 3, "2001": 3, "kna15": [3, 35], "cole": 3, "nussbaum": 3, "knaflic": 3, "storytel": [3, 10], "visual": [3, 4, 19], "guid": 3, "profession": [3, 8, 28, 29], "john": [3, 18, 35], "wilei": 3, "son": [3, 13, 29, 34], "2015": 3, "ktx20": [3, 10], "ron": 3, "kohavi": 3, "dian": 3, "tang": 3, "ya": 3, "xu": 3, "trustworthi": [3, 29], "onlin": [3, 27], "experi": [3, 8, 9, 16, 21, 23, 30, 35], "practic": [3, 7, 10, 21, 28, 30], "cambridg": 3, "2020": [3, 8], "mb72": [3, 21], "mai": [3, 10, 28], "karl": 3, "bemesderf": 3, "inquiri": 3, "duxburi": 3, "1972": 3, "mjel21": [3, 8, 9], "elli": 3, "monk": 3, "jr": 3, "michael": [3, 8, 10], "h": [2, 3, 5, 6, 23, 31], "esposito": 3, "hedwig": 3, "lee": 3, "behold": 3, "inequ": [3, 35], "return": [3, 4, 5, 6, 7, 8, 9, 28], "physic": [3, 8, 9, 18], "attract": [3, 8, 9, 30], "unit": [3, 4, 6, 8, 11, 29, 35], "state": [3, 5, 6, 8, 10, 11, 18, 21, 35], "127": 3, "194": 3, "241": 3, "doi": 3, "1086": 3, "715141": 3, "ros17": [3, 18], "rosenbaum": 3, "causal": [3, 8, 9, 10, 21, 23, 31], "infer": [3, 6, 7, 21, 31, 34], "harvard": [3, 8, 18], "15176619": 3, "sch21": [3, 35], "jonathan": 3, "schwabish": 3, "better": [2, 3, 4, 10, 11, 18, 21, 23, 26, 27, 28, 29, 30, 35], "scholar": 3, "wonk": 3, "15473733": 3, "smg": [3, 35], "12": [2, 3, 10, 28, 29, 30, 34, 35], "lisa": [3, 10], "shu": 3, "nina": 3, "mazar": 3, "francesca": 3, "gino": 3, "dan": 3, "ari": 3, "max": [3, 34], "bazerman": 3, "sign": [2, 3, 4, 8, 14, 23, 26, 29, 35], "begin": [3, 6, 10, 21, 23, 31, 35], "make": [2, 3, 4, 5, 6, 7, 10, 11, 14, 18, 21, 26, 28, 29, 31, 32, 33, 35], "ethic": [3, 21, 35], "salient": [3, 35], "decreas": [3, 4, 8, 35], "dishonest": [3, 35], "report": [3, 7, 10, 11, 21, 30, 31, 35], "comparison": [3, 10, 18, 21, 31, 35], "end": [3, 10, 26, 31, 35], "proceed": 3, "academi": 3, "109": 3, "38": 3, "15197": 3, "15200": 3, "sns21": [3, 35], "uri": 3, "simonsohn": 3, "leif": 3, "nelson": 3, "joe": 3, "simmon": 3, "98": [3, 31], "evid": [3, 11, 18, 35], "fraud": [3, 23], "influenti": [3, 35], "field": [3, 16, 32, 33, 35], "dishonesti": 3, "colada": [3, 23], "datacolada": 3, "sno49": [3, 18], "snow": [3, 18], "On": [3, 21, 29], "mode": 3, "commun": [3, 11, 35], "cholera": [3, 18], "churchil": 3, "1849": 3, "ste23": [3, 10], "megan": 3, "stevenson": [3, 10], "structur": [2, 3, 29, 31, 35], "world": [2, 3, 11, 23, 26, 35], "law": [3, 5, 6, 10, 18], "2023": [3, 21], "sbl17": [3, 35], "dragana": 3, "stojmenovska": 3, "thij": 3, "bol": 3, "thoma": 3, "leopold": 3, "857": 3, "867": 3, "steven": 3, "strogatz": 3, "chanc": [3, 7, 11, 16, 23, 31], "york": [3, 10], "time": [2, 3, 5, 6, 7, 8, 11, 13, 16, 19, 21, 23, 28, 29, 31], "2010": 3, "archiv": 3, "nytim": 3, "com": [3, 19, 29, 34], "opinion": [3, 10, 30], "blog": 3, "04": [3, 7], "25": [2, 3, 4, 19, 21, 23, 31, 35], "tijm": 3, "9781107658561": 3, "id": 35, "fjprjj65hwic": [], "tk83": [3, 23], "amo": 3, "tverski": 3, "daniel": 3, "kahneman": 3, "extension": 3, "versu": [3, 10], "intuit": 3, "conjunct": 3, "fallaci": 3, "judgment": [3, 11], "293": 3, "1983": 3, "yul99": [3, 8, 9], "udni": [3, 8, 9], "yule": [3, 8, 9], "investig": [3, 8, 9, 10, 23, 35], "pauper": [3, 8, 9], "england": [3, 8, 9], "chiefli": 3, "dure": 3, "last": [3, 10, 21, 30, 31, 35], "intercens": 3, "decad": 3, "part": [3, 11, 23, 31, 35], "62": [3, 30, 34], "249": 3, "295": 3, "1899": 3, "previous": [4, 8], "summar": [2, 4, 29], "histogram": [4, 5, 6, 7, 16, 19, 31, 33], "represent": [4, 23], "sometim": [4, 8, 10, 23, 27, 29, 35], "lack": [2, 4, 10, 21, 31, 35], "precis": [4, 5, 6, 28, 35], "so": [4, 8, 10, 13, 14, 18, 19, 21, 23, 26, 27, 28, 29, 30, 31, 32, 33, 35], "now": [2, 4, 8, 19, 28, 29, 31, 34, 35], "distribut": [4, 5, 6, 8, 16, 23, 29, 30], "number": [4, 5, 6, 7, 10, 11, 14, 21, 23, 26, 27, 28, 30, 31, 32, 33, 35], "its": [2, 4, 5, 6, 8, 10, 11, 14, 18, 23, 30], "altern": [4, 8, 10, 18, 23], "includ": [2, 4, 10, 11, 12, 16, 18, 23, 27, 29, 31, 32, 33, 35], "median": [4, 14], "interquartil": 4, "rang": [4, 5, 6, 29], "respect": [4, 23, 29, 30], "n": [4, 5, 6, 7, 8, 23, 29, 30, 31], "sum": [2, 4, 14, 23, 30, 31, 35], "divid": [4, 18, 21, 23, 30], "notat": [4, 16, 23, 29, 31], "bar": [4, 35], "mu": 4, "prefer": [4, 18, 23, 26, 28, 30, 31], "summat": 4, "frac": [2, 4, 5, 6, 7, 8, 23, 29, 30, 31], "sum_": [4, 8, 29], "x_i": [4, 8], "middl": 4, "even": [4, 5, 6, 10, 21, 23, 26, 30, 31], "less": [2, 4, 5, 6, 8, 10, 18, 23, 28, 29, 30, 31], "affect": [2, 4, 10, 35], "extrem": [4, 8, 19, 29, 35], "have": [2, 4, 5, 6, 7, 8, 9, 10, 11, 12, 14, 18, 19, 21, 23, 27, 28, 29, 30, 31, 32, 33, 34, 35], "both": [4, 5, 6, 8, 9, 10, 11, 18, 19, 21, 23, 30, 31, 35], "similar": [2, 4, 5, 6, 8, 10, 21, 23, 29, 31, 35], "symmetr": [4, 19, 35], "extend": [4, 19], "94": 4, "increas": [4, 5, 6, 8, 9, 10, 23, 29, 31, 35], "5": [2, 4, 5, 6, 11, 14, 19, 21, 23, 29, 30, 34, 35], "repres": [4, 5, 6, 8, 23, 30, 31, 35], "might": [4, 5, 6, 8, 9, 10, 11, 14, 18, 21, 23, 26, 28, 29, 30, 31, 32, 33, 35], "often": [2, 4, 7, 8, 10, 14, 21, 23, 28, 29, 30, 35], "avoid": [4, 10, 21, 35], "influenc": [4, 8, 9, 10, 30], "fig": [2, 4, 7, 8, 21, 23, 29, 30, 35], "15": [4, 19, 23, 30, 35], "show": [2, 4, 5, 6, 8, 9, 10, 12, 15, 19, 21, 23, 29, 34, 35], "skew": [4, 19, 35], "vertic": [4, 29, 35], "which": [2, 4, 5, 6, 8, 9, 10, 11, 18, 19, 21, 23, 27, 29, 30, 31, 32, 33, 35], "mark": [4, 8, 16, 31], "heavier": 4, "orang": [2, 4, 7, 8, 9, 10], "white": [4, 10, 35], "while": [4, 26, 29, 30], "equal": [2, 4, 7, 11, 12, 14, 21, 23, 26, 29, 30, 31, 35], "area": [4, 6, 7, 12, 21, 23, 27, 35], "side": [2, 4, 10, 18, 23], "balanc": [4, 5, 6], "imagin": [2, 4, 7, 10, 18, 21, 23, 29, 30], "tip": [4, 7, 35], "toward": [4, 23, 35], "long": [4, 5, 6, 7, 10, 14, 23, 35], "tail": [4, 5, 6, 14, 19, 23, 35], "leverag": [4, 14, 18], "exert": 4, "size": [4, 5, 6, 8, 11, 12, 18, 29, 30, 31, 35], "aka": 4, "entri": 4, "sqrt": [4, 5, 6, 7, 8, 23, 29, 30], "m": [4, 23, 29], "absolut": [4, 5, 6, 12, 13, 14], "fit": [4, 29, 31, 34, 35], "algebra": [4, 16, 29], "statistician": [4, 8, 9, 11, 29, 35], "get": [4, 5, 6, 7, 8, 9, 10, 14, 16, 18, 21, 23, 26, 28, 30, 34], "notion": [4, 11], "take": [2, 4, 6, 7, 8, 9, 10, 11, 16, 18, 21, 23, 28, 30, 31], "measur": [4, 8, 9, 10, 11, 21, 29, 31, 35], "refer": [4, 11, 13, 23, 26, 31, 35], "singl": [2, 4, 6, 10, 14, 18, 19, 23, 29, 30, 31, 35], "rm": [4, 29], "tabl": [2, 4, 8, 9, 21, 27, 29, 31, 35], "complic": [4, 10, 26, 28, 30, 32, 33], "our": [4, 5, 6, 7, 10, 11, 23, 27, 28, 29, 30, 31], "technic": [4, 35], "oppos": 4, "These": [4, 10, 11, 13, 16, 19, 23, 30, 31, 35], "slightli": 4, "instead": [4, 5, 6, 7, 8, 10, 12, 16, 21, 23, 28, 29, 30, 35], "appreci": [4, 8, 29], "sheet": [4, 5, 6, 12, 14, 28, 31, 32, 33, 34, 35], "stdevp": [4, 14, 32, 33], "cover": [4, 7, 10, 19, 29, 35], "subset": [4, 14, 21, 23, 30], "larger": [4, 5, 6, 7, 23, 30, 35], "later": [4, 10, 14, 18, 19, 28, 31, 34], "cours": [4, 10, 16, 18, 19, 21, 28, 30, 32, 33, 34], "entir": [4, 10, 11, 14, 16, 29, 30], "think": [2, 4, 10, 11, 19, 21, 23, 30], "term": [2, 4, 5, 6, 29, 30, 31, 35], "predict": [4, 8, 9, 10, 29, 30, 34], "algorithm": 4, "guess": [4, 5, 6, 23, 28, 29], "expect": [2, 4, 5, 6, 7, 8, 9, 10, 11, 14, 19, 21, 31, 35], "keep": [4, 34], "vagu": 4, "68": [4, 5, 6, 7, 29], "95": [4, 5, 6, 7, 29, 30], "thumb": [4, 30, 35], "explain": [2, 4, 10, 21, 23, 28, 29, 31, 35], "yardstick": 4, "roughli": [4, 28], "one": [2, 4, 5, 6, 7, 8, 9, 10, 11, 18, 19, 21, 23, 26, 28, 29, 30, 31, 35], "true": [2, 4, 5, 6, 7, 10, 13, 21, 30], "between": [4, 5, 6, 7, 8, 9, 10, 12, 18, 19, 21, 23, 29, 30, 35], "fals": [2, 4, 10, 21, 31, 34], "justifi": [4, 5, 6, 8, 9, 19], "suppos": [2, 4, 5, 6, 10, 13, 18, 21, 23, 27, 29, 30, 31, 35], "taylor": [4, 35], "swift": [4, 35], "launch": 4, "own": [4, 7, 10, 18, 21, 28, 30, 31, 35], "network": 4, "member": [4, 7, 10, 21, 23, 30], "nobodi": [4, 23, 35], "els": [4, 11, 23, 26, 28], "As": [4, 10, 18, 19, 21, 23], "courtesi": 4, "everyon": [4, 11, 21, 29], "back": [2, 4, 14, 23, 28, 29], "illustr": [4, 6, 7, 31], "possibl": [4, 10, 14, 18, 19, 21, 23, 26, 29, 31, 35], "three": [2, 4, 8, 9, 10, 13, 14, 18, 23, 30, 31, 34, 35], "seven": 4, "twelv": 4, "yellow": 4, "circl": [4, 23], "greater": [4, 8, 12, 19, 23, 29, 31], "than": [2, 4, 5, 6, 8, 10, 11, 18, 19, 21, 23, 27, 28, 29, 30, 31, 34, 35], "c": [2, 4, 10, 13, 14, 19, 23, 31], "ever": 4, "exce": [4, 23], "ha": [2, 4, 5, 6, 8, 11, 18, 19, 21, 23, 29, 30, 31, 35], "13": [4, 21, 23, 31, 35], "hold": [4, 19, 26, 30], "1989": 4, "formula": [4, 5, 6, 13, 29, 30, 31, 34], "euclidean": 4, "distanc": [4, 29], "coordin": [4, 14, 23], "system": 4, "without": [2, 4, 8, 9, 10, 11, 13, 14, 18, 23, 30, 31, 35], "relationship": [8, 9, 10, 21, 23, 29, 31], "explor": [8, 9, 18, 35], "notic": [8, 9, 29], "trend": [8, 9, 21, 29, 35], "shape": [6, 8, 9, 19, 29, 31, 35], "inch": [8, 9], "65": [8, 9, 30, 34], "59": [7, 8, 9, 34, 35], "63": [8, 9, 31, 34], "slope": [8, 9, 13, 31, 34], "upward": [8, 9], "downward": [8, 9], "neg": [2, 5, 6, 8, 9, 10, 18, 19, 21, 29, 35], "strong": [8, 9], "indic": [2, 8, 9, 18, 21, 23, 30, 31], "hi": [2, 8, 9, 10, 13, 18, 21], "shown": [8, 9, 14, 19, 31], "axi": [8, 9, 19, 29, 31, 35], "thought": [2, 5, 6, 8, 9, 10], "languag": [8, 9, 14, 21, 23, 28], "suggest": [8, 9, 18, 19, 23, 34, 35], "direct": [8, 9, 16, 34], "hypothes": [8, 9, 35], "class": [8, 9, 12, 14, 18, 31, 35], "cautiou": [8, 9], "claim": [8, 9, 18, 21], "ahead": [8, 9, 10], "too": [2, 8, 9, 10, 18, 28, 31], "much": [8, 9, 10, 11, 14, 19, 29, 31, 35], "angst": [8, 9], "hesit": [8, 9], "readi": [8, 9, 18], "humbl": [8, 9], "ultim": [8, 9, 31, 35], "backward": [8, 9, 10], "hour": [8, 9, 19, 29], "sleep": [8, 9, 19, 29], "perform": [8, 9, 10, 29], "dai": [8, 9, 23, 29, 30, 31], "public": [8, 9, 30], "assist": [8, 9], "welfar": [8, 9], "poverti": [8, 9], "incom": [8, 9, 10, 21, 29, 30, 31, 35], "tempor": [8, 9], "preced": [8, 9], "choic": [2, 8, 9, 10, 18, 21, 23, 29, 31, 34], "consid": [2, 7, 8, 9, 10, 11, 19, 21, 30, 31, 35], "don": [2, 8, 9, 10, 18, 21, 23, 26, 28, 30, 32, 33, 35], "stanc": [8, 9], "spend": [8, 9, 29], "believ": [8, 9, 10, 21], "promot": [8, 9, 21], "break": [8, 9, 10, 28], "lead": [2, 8, 9, 10, 30], "compat": [8, 9], "recogn": [8, 9], "respond": [8, 9, 21, 30, 35], "level": [8, 9, 10, 21, 23, 29, 35], "examin": [8, 9, 10, 19], "figur": [2, 6, 8, 9, 10, 19, 28, 35], "denot": [8, 31], "free": [8, 14, 18, 21], "cluster": [8, 9], "around": [8, 9, 29], "fall": [5, 6, 8, 9, 30], "matter": [2, 8, 10, 11, 23, 28, 29, 30], "shouldn": [8, 10, 21], "confus": [8, 31], "tight": 8, "perfectli": [8, 31], "linearli": [8, 29], "200": [2, 5, 6, 8, 18, 31, 35], "moder": 8, "lower": [8, 10, 19, 21, 30, 31], "drag": [8, 29], "delet": 8, "individu": [2, 8, 10, 18, 23, 30, 31, 35], "twice": [8, 31], "natur": [5, 6, 8, 10, 16, 23, 29, 34, 35], "sens": [7, 8, 11, 29], "correlaton": 8, "80": [2, 5, 6, 8, 21, 35], "sai": [5, 6, 7, 8, 11, 18, 21, 23, 28, 29, 35], "deeper": [8, 16], "stronger": [8, 21], "adjust": [8, 21, 23, 30, 35], "nois": [5, 6, 8, 29], "paramet": [7, 8, 30], "few": [2, 8, 11, 16, 19, 26, 28, 29, 35], "tend": [8, 10, 23], "unless": [8, 28], "underscor": [8, 21], "product": [2, 8, 21, 31, 35], "standard": [5, 6, 7, 8, 11, 21, 27, 28, 29, 30, 32, 33], "_x": [8, 29], "sd": [5, 6, 7, 8, 14, 19, 29, 30, 31, 32, 33, 34], "y_i": 8, "_y": [8, 29], "move": [8, 10, 30, 35], "togeth": [8, 23, 31], "opposit": [8, 30, 31], "goe": [8, 10, 21, 31, 35], "up": [2, 5, 6, 7, 8, 10, 19, 23, 28, 30, 31, 35], "down": [2, 5, 6, 8, 11, 13, 18, 21, 29, 35], "quadrant": 8, "push": [8, 31], "right": [2, 5, 6, 7, 8, 10, 13, 14, 21, 23, 28, 29, 35], "eight": [2, 8, 23], "must": [2, 7, 8, 10, 18, 19, 23, 31], "zero": [5, 6, 8, 13, 19, 21, 23, 29, 30, 35], "cdot": [2, 5, 6, 8, 23, 31], "Then": [5, 6, 8, 18, 23, 29, 31, 33], "dfrac": [8, 19, 31], "prime": 8, "unchang": 8, "per": [8, 11, 14, 29], "corrrel": 8, "footbal": [8, 29], "meant": [8, 16, 30, 35], "obvious": 8, "surprisingli": 8, "precic": 8, "aris": [8, 19, 21, 23, 29], "bell": [6, 8, 19, 35], "taper": 8, "come": [5, 6, 7, 8, 10, 11, 18, 19, 21, 23, 29, 35], "fewer": [8, 10, 18, 26, 29, 35], "anscomb": 8, "quartet": 8, "four": [8, 23, 31], "demonstr": [5, 6, 8, 19, 21, 23, 29, 31], "panel": [8, 21, 35], "obviou": [8, 18, 28], "rate": [8, 19, 21, 31, 35], "phrase": [2, 8], "impli": [8, 19, 21, 35], "utter": [8, 10], "recognit": 8, "quantifi": [5, 6, 8, 21], "highli": 8, "spuriou": 8, "confound": [8, 10, 18, 21, 31], "third": [8, 31, 32, 33], "give": [2, 7, 8, 13, 18, 19, 23, 30, 31], "misinterpret": [8, 29], "articl": [8, 35], "leader": 8, "stop": 8, "One": [5, 6, 8, 10, 23, 30, 31], "classic": [8, 18], "economist": 8, "ebai": 8, "analyz": [8, 11, 18, 21], "conduct": [7, 8], "found": [2, 5, 6, 7, 8, 13, 19, 21, 23, 29, 30, 35], "were": [2, 7, 8, 10, 11, 13, 18, 21, 23, 30, 31, 35], "larg": [5, 6, 7, 8, 10, 11, 16, 18, 23, 30, 35], "wast": 8, "despit": [8, 10, 21, 35], "market": 8, "team": [2, 8], "advertis": 8, "target": 8, "shop": [5, 6, 8, 30, 35], "custom": [5, 6, 8, 12, 18, 21, 30, 35], "pre": [8, 10, 16, 35], "exist": [8, 10], "purchas": 8, "decis": [8, 21], "made": [2, 5, 6, 8, 11, 13, 18, 21, 23, 30, 35], "mistak": [8, 13, 35], "underappreci": 8, "factor": [5, 6, 8, 10, 14, 30, 31], "wa": [8, 10, 11, 18, 21, 23, 27, 28, 29, 30, 35], "higher": [8, 18, 19, 21, 29, 31, 35], "sale": 8, "interest": [2, 7, 8, 10, 14, 21, 23, 29, 30, 31, 34, 35], "spent": 8, "regardless": [2, 8, 21, 30], "polic": [8, 31], "crime": [8, 31], "highlight": [8, 21, 35], "chicken": [8, 31, 35], "egg": [8, 28, 31], "problem": [2, 8, 10, 18, 23, 28, 30, 31], "washington": 8, "post": [8, 10, 21], "conclud": [8, 31], "local": [8, 30], "over": [5, 6, 8, 10, 11, 18, 19, 21, 23, 26, 28, 30, 31, 35], "60": [5, 6, 8, 29, 30, 35], "mislead": [8, 21], "driver": 8, "scenario": [8, 10, 29], "fact": [2, 5, 6, 8, 11, 19, 21, 30], "reduct": [8, 11], "1800": 8, "naiv": [8, 21], "itself": [8, 14], "movi": 8, "theater": 8, "clerk": 8, "want": [2, 7, 8, 10, 13, 16, 23, 27, 28, 29, 30, 31, 34], "daili": [8, 10], "ticket": [2, 5, 6, 8, 23, 31], "matt": [8, 31], "damon": [8, 31], "wahlberg": [8, 31], "he": [8, 10, 18, 21, 23], "record": [8, 30, 35], "week": [8, 31], "mondai": [8, 31], "tuesdai": [8, 31], "wednesdai": [8, 31], "mix": [8, 10, 14, 35], "oop": 8, "mess": [8, 28], "again": [2, 7, 8, 10, 19, 21, 23, 31, 32, 33, 34], "turn": [2, 8, 21, 29, 30], "initi": [8, 10, 23, 31], "correct": [7, 8, 11, 23, 26, 28, 30], "journalist": 8, "bloat": 8, "colleg": [8, 18, 19], "hire": [8, 10, 29], "faculti": [8, 10], "employe": [8, 29], "focus": [8, 31, 34, 35], "thei": [2, 5, 6, 7, 8, 10, 11, 16, 18, 21, 23, 28, 29, 30, 31, 35], "mani": [2, 5, 6, 7, 8, 10, 16, 18, 19, 21, 23, 27, 29, 30, 31, 35], "campus": [8, 18], "monei": [8, 21, 29, 31], "trust": 8, "write": [2, 5, 6, 8, 21, 26, 28, 29, 31, 32, 33], "accus": 8, "school": [8, 10, 16, 18, 19, 21, 31], "award": [8, 31], "driven": [8, 11, 35], "merit": [8, 31], "why": [8, 10, 11, 21, 23, 29, 30, 35], "befor": [2, 10, 16, 18, 21, 23, 28, 30, 31, 35], "continu": [10, 19, 21, 30, 31, 35], "next": [2, 10, 13, 23, 27, 28, 29, 30, 35], "vaccin": 10, "prevent": [10, 30, 32, 33], "excus": 10, "charter": [10, 18], "produc": [10, 16, 28, 33, 35], "outcom": [2, 5, 6, 10, 18, 23], "Will": 10, "my": [2, 10, 21, 23, 28, 31, 35], "cuni": 10, "At": [10, 21, 29], "peak": [10, 35], "seek": 10, "impact": [10, 18, 23, 35], "intervent": 10, "guidanc": 10, "polici": [10, 18], "similarli": [10, 14, 29], "attribut": [10, 21], "student": [10, 16, 18, 19, 23, 30, 31], "success": [5, 6, 10, 14, 35], "attend": [10, 18, 21], "mere": [10, 18, 30, 35], "manag": 10, "degre": [10, 14], "predictor": 10, "qualif": 10, "job": [10, 14, 28, 29], "intellig": 10, "easi": [10, 18, 21, 28, 29, 30], "train": 10, "those": [7, 10, 11, 18, 21, 23, 28, 29, 30, 31, 32, 33], "qualiti": [2, 10, 18, 30, 31, 35], "purpos": [10, 11, 14, 27, 28, 29, 35], "possess": 10, "arriv": [10, 23, 29], "campu": 10, "could": [2, 10, 18, 21, 23, 28, 29, 30, 31, 35], "resum": 10, "perhap": [10, 26, 30, 35], "genet": 10, "water": [10, 18, 35], "hometown": 10, "format": 10, "preschool": 10, "valuabl": 10, "signal": 10, "remain": [2, 10, 21, 23], "shock": 10, "scandal": 10, "prestig": 10, "thu": [5, 6, 7, 10, 29, 30, 31, 35], "fun": 10, "marvel": 10, "jordan": 10, "basketbal": [2, 10, 29], "career": 10, "shakespear": 10, "categor": [10, 35], "earli": [10, 18, 31], "surfac": 10, "explicit": [10, 23, 28], "propos": [10, 21, 30], "theori": [7, 10, 18, 30, 35], "theoriz": [10, 29], "creep": 10, "territori": 10, "themselv": 10, "tell": [2, 10, 21, 23, 28, 31, 34], "challeng": 10, "simplist": 10, "reliabl": [10, 11, 18, 21], "practition": 10, "speak": [10, 23, 28], "hiearchi": 10, "simpl": [10, 28, 29, 30, 34, 35], "hierarchi": 10, "base": [2, 5, 6, 7, 10, 11, 16, 21, 23, 29, 30, 31, 35], "systemat": [10, 29, 30], "meta": 10, "analysi": [10, 11, 14, 16, 18, 21, 29], "anecdot": 10, "expert": [10, 30], "vitamin": [10, 21], "improv": [10, 21, 29, 31], "progress": [10, 18, 22], "method": [10, 21, 23, 35], "treatment": [10, 16, 18, 21, 31], "treat": [10, 21, 28], "group": [5, 6, 10, 18, 21, 23, 30, 31, 35], "Their": [10, 14], "compar": [5, 6, 10, 18, 21, 26, 35], "clip": 10, "simpson": 10, "sell": 10, "tiger": 10, "repel": 10, "rock": 10, "father": [10, 13, 29, 34], "she": [2, 10, 21, 23], "abl": [10, 18, 28, 35], "appeal": 10, "homer": 10, "presenc": 10, "suffer": [10, 14], "attack": 10, "prowl": 10, "springfield": 10, "courtroom": 10, "pose": 10, "But": [5, 6, 10, 11, 18, 21, 23, 31, 35], "defend": 10, "action": 10, "harm": 10, "occur": [10, 21, 23, 30, 31], "onc": [10, 23, 27], "anoth": [2, 5, 6, 10, 11, 14, 18, 23, 26, 31, 35], "Not": [10, 11, 31, 35], "yet": [5, 6, 10], "relev": [10, 11, 18, 29, 31], "With": [7, 10, 21, 23, 30, 31], "dissimilar": 10, "fulli": [10, 30], "afford": 10, "baselin": [10, 35], "behavior": [10, 23], "To": [5, 6, 7, 10, 14, 21, 27, 29, 31, 32, 33], "understood": [10, 29, 30, 31], "bad": [2, 10, 18, 23, 26, 28, 29, 30, 31, 35], "exactli": [10, 23, 29, 35], "chosen": [2, 10, 18, 26, 35], "express": [2, 5, 6, 10], "wouldn": [10, 30], "ensur": [10, 13, 28, 30, 31], "them": [2, 5, 6, 10, 21, 28, 30, 35], "eat": [10, 21], "healthier": [10, 21, 35], "said": [10, 21, 23], "contemporan": 10, "enlist": 10, "navi": 10, "18th": 10, "centuri": 10, "sailor": 10, "ate": 10, "hardtack": 10, "interven": 10, "regimen": 10, "closer": [10, 21, 34, 35], "period": [10, 11, 31], "threaten": 10, "valid": [10, 31], "black": [10, 30, 34], "account": [5, 6, 10, 19, 30, 31], "demograph": [10, 30, 35], "bone": 10, "procedur": [7, 10], "femur": 10, "hard": [10, 23, 28, 29, 35], "dramat": 10, "socioeconom": 10, "statu": [10, 18], "unlik": [5, 6, 10, 21, 30], "biolog": 10, "process": [5, 6, 10, 19, 23, 29, 35], "heal": 10, "ai": 10, "task": [10, 27], "worth": [5, 6, 10, 23, 35], "run": [5, 6, 7, 10, 21, 23, 26, 27, 28, 29, 32, 33, 34], "invol": 10, "lot": [10, 14, 21, 29, 33, 35], "try": [2, 7, 10, 21, 23, 30, 31], "stuff": [10, 34], "happen": [10, 14, 21, 23, 26, 27, 29], "placebo": 10, "particip": [10, 23], "pain": 10, "blind": [10, 31], "doubl": [10, 23, 30, 31], "someon": [10, 11, 14, 19, 21, 28, 29, 30, 31], "evalu": 10, "shan": 10, "carri": [5, 6, 10, 23], "awai": [2, 10, 23, 35], "caution": [10, 23], "literatur": [10, 18], "full": 10, "paper": [10, 23], "rigor": 10, "somehow": [10, 23], "suffus": 10, "through": [2, 10, 16, 21, 29, 35], "folli": 10, "overst": 10, "facebook": [10, 18], "notif": 10, "reduc": [10, 30, 34, 35], "activ": [10, 23, 35], "crimin": 10, "legal": 10, "space": [10, 35], "scale": [10, 12, 18, 29, 35], "expans": [2, 10, 18], "program": [10, 21, 26, 28], "tough": 10, "scare": [10, 14], "straight": 10, "ones": 10, "barack": 10, "obama": 10, "brother": 10, "keeper": 10, "note": [2, 5, 6, 10, 14, 16, 19, 23, 26, 27, 28, 30, 31, 34, 35], "engin": 10, "cautious": 10, "jame": 10, "lind": 10, "scurvi": 10, "debilit": 10, "defici": 10, "scourg": 10, "british": 10, "1742": 10, "surgeon": [10, 11, 21], "hm": 10, "salisburi": 10, "cure": 10, "chose": 10, "seamen": 10, "ident": [5, 6, 10, 18, 23], "diet": [10, 21, 29], "form": [2, 10, 11, 28, 35], "six": [10, 28, 29], "supplement": [10, 16], "food": [7, 10, 29], "ration": 10, "extra": 10, "lemon": 10, "acid": 10, "though": [10, 11, 18, 19, 21, 26, 29, 30], "sampl": [2, 7, 10, 11, 13, 14, 16, 19], "pioneer": 10, "citru": 10, "eater": 10, "britain": 10, "limei": 10, "quickli": [10, 27], "incontrovert": 10, "emerg": [10, 19], "wrong": [2, 10, 21, 23, 28, 30, 31], "approach": [5, 6, 10, 31], "didn": [2, 10, 21, 28], "role": [10, 21, 35], "got": [2, 5, 6, 10, 21, 29], "essenti": [10, 18, 21, 31], "recommend": [10, 16, 35], "disciplin": [10, 11], "indulg": 10, "chain": 10, "cider": 10, "therefor": [2, 5, 6, 10, 18, 19, 23, 31], "luckili": [10, 18, 28], "otherwis": [5, 6, 10, 18, 30, 35], "attempt": [10, 16, 18, 30, 31, 35], "scientif": 10, "integr": 10, "beyond": [10, 16, 19, 30, 31, 34, 35], "ly": 10, "put": [2, 10, 23, 30, 31], "famou": [10, 35], "cargo": 10, "cult": 10, "address": 10, "honesti": [10, 35], "lean": 10, "re": [2, 10, 11, 13, 23, 28, 35], "invalid": 10, "ve": [10, 21, 23, 32, 33, 35], "elimin": [10, 18], "sure": [10, 28], "fellow": 10, "been": [10, 18, 21, 35], "detail": [10, 18, 35], "throw": [10, 23], "doubt": 10, "all": [2, 5, 6, 7, 10, 11, 12, 14, 18, 19, 23, 27, 28, 29, 30, 31, 35], "final": [10, 11, 23, 30], "forget": [10, 28], "mostli": [10, 11, 29], "look": [10, 11, 13, 21, 23, 29, 30], "conundrum": 10, "zealot": 10, "st": 10, "joseph": 10, "mari": 10, "classroom": 10, "innov": 10, "adopt": 10, "judg": [10, 11], "failur": 10, "dismiss": 10, "ask": [2, 10, 23, 28, 30, 35], "known": [2, 10, 30, 34], "pupil": 10, "curriculum": 10, "academ": 10, "stand": [10, 26, 29], "teacher": 10, "governor": 10, "mechan": [10, 18], "whether": [10, 21, 23, 29, 35], "appli": [2, 5, 6, 10, 16, 21, 23, 29, 31], "adapt": 10, "successfulli": 10, "sentenc": [10, 11, 28], "easili": 10, "comfort": [10, 11, 16, 21], "ambigu": [10, 11, 28, 29], "toler": [10, 30], "slow": 10, "build": [10, 30], "000": [2, 10, 21, 30, 31, 35], "20": [2, 5, 6, 7, 10, 21, 23, 29, 30, 34, 35], "electr": [10, 31], "toothbrush": [10, 31], "vs": [10, 29, 31, 32, 33], "fail": [10, 11, 31, 35], "lotteri": [10, 18], "due": [10, 31], "intern": 10, "revenu": [10, 35], "servic": [10, 30], "audit": 10, "taxpay": 10, "high": [2, 10, 16, 18, 19, 21, 29, 35], "fat": 10, "low": [2, 10, 14, 21, 29], "rand": [10, 21], "insur": [10, 21, 35], "util": 10, "hypothesi": [10, 16, 35], "comprehens": 10, "coverag": 10, "overus": 10, "cost": [10, 21], "simplif": [10, 21, 30], "partial": [10, 30], "potenti": [10, 18, 30], "attrit": 10, "remov": [10, 23, 35], "substanti": 10, "across": [10, 14, 18, 35], "problemat": 10, "intens": 10, "specul": 10, "deliv": [7, 10], "caltech": 10, "1974": 10, "commenc": 10, "defin": [11, 18, 21, 27, 28, 31], "definit": [11, 18, 31], "broader": 11, "collect": [7, 11, 19, 23, 29, 35], "imag": 11, "smell": 11, "audio": 11, "nsa": 11, "troubl": [2, 11], "machineri": 11, "disori": 11, "jumbl": 11, "technolog": 11, "extract": 11, "tool": 11, "art": [11, 21], "numer": [2, 11, 23, 27, 30], "conjectur": 11, "puzzl": 11, "concern": [11, 23, 30, 35], "wikipedia": 11, "present": [11, 30, 35], "well": [11, 21, 23, 29, 34, 35], "emphas": [11, 29, 35], "endeavor": 11, "summari": [11, 34], "map": [11, 23], "simplifi": [11, 23, 31, 32, 33], "spatial": 11, "oversimplifi": [11, 35], "applic": [2, 11, 14, 16, 23, 28, 34, 35], "inde": [5, 6, 7, 11, 21], "logic": [11, 28], "rhetor": 11, "brain": 11, "forward": 11, "gambl": 11, "win": [5, 6, 11, 18, 23, 26, 30], "million": [2, 11, 21], "89": [11, 13], "39": [5, 6, 11, 30, 35], "accord": [5, 6, 7, 11, 19, 23, 31], "insist": [11, 28], "risk": [2, 5, 6, 11], "decid": [11, 21, 31], "comput": [7, 11, 27, 28], "worst": [5, 6, 11, 31], "won": [11, 14, 23, 35], "sensit": 11, "lost": 11, "implicit": [11, 28], "disappoint": [11, 21], "resolv": 11, "slowli": [5, 6, 11], "1890": 11, "publish": [11, 18], "smoke": [11, 21], "lung": 11, "cancer": [2, 11, 21, 31], "until": 11, "1964": [11, 21], "wasn": [11, 18], "adequ": 11, "captur": [11, 29], "rather": [11, 18], "certain": [11, 18, 19], "met": 11, "spotifi": [11, 31, 35], "song": [2, 11, 23, 31, 35], "total": [2, 11, 21, 23, 30, 31, 35], "plai": [2, 11, 21], "track": 11, "had": [11, 18, 19, 21, 29], "recent": [11, 18, 31], "deriv": [11, 35], "inher": [5, 6, 11], "develop": [11, 16, 29, 35], "rank": [11, 18], "briefli": [7, 11], "caveat": [11, 31], "hint": 11, "garth": 11, "brook": 11, "biggest": 11, "hit": [11, 23, 27], "wonder": 11, "plural": 11, "datum": 11, "That": [7, 11, 21, 23, 31], "grammat": 11, "puppi": 11, "chart": [12, 35], "editor": [12, 35], "default": [12, 32, 33], "densiti": [12, 35], "height": [12, 13, 29, 34, 35], "block": [12, 26, 35], "reflect": [5, 6, 7, 12], "frequenc": [5, 6, 7, 12, 31], "interv": [12, 16, 29, 35], "width": [12, 35], "bucket": 12, "option": 12, "rightarrow": 12, "draw": [2, 5, 6, 7, 12, 30, 31, 35], "distinct": [12, 29, 31], "taller": 12, "linest": [13, 29, 34], "usag": [13, 14], "a2": 13, "a10": [13, 14], "b2": [13, 23], "b10": [13, 14], "verbos": 13, "output": [13, 26, 29, 33], "signific": [13, 21], "galton": [13, 19], "170": 13, "hat": [7, 13, 29, 34], "mx": [13, 29], "spreadsheet": [2, 13, 35], "store": [13, 28, 35], "a1079": 13, "b1079": 13, "51": [2, 13, 30], "33": [13, 15, 23, 29, 34], "intercept": [13, 29, 34], "furthest": 13, "75": [13, 30, 31], "tallest": 13, "approx": [2, 5, 6, 7, 13, 30], "72": 13, "separ": [13, 29, 35], "tab": [13, 14, 35], "g2": 13, "f2": 13, "referenc": [13, 14], "frozen": 13, "replac": [2, 5, 6, 13, 23, 26, 30, 31], "a3": 13, "c2": 13, "enter": [13, 14], "d2": 13, "rest": [13, 29, 35], "saniti": 13, "check": [13, 28, 35], "f14": 13, "64884635": 13, "round": [13, 21, 35], "excel": [14, 28, 32, 33, 34], "avail": [14, 18, 23, 27, 30], "internet": 14, "browser": [14, 28], "microsoft": 14, "bit": [14, 35], "advantag": [14, 23], "toolpak": 14, "plugin": 14, "abil": 14, "alon": [14, 29], "manipul": [14, 18, 30, 35], "invest": 14, "arithmet": [14, 30], "workbook": 14, "syntax": [14, 26, 27, 28, 32, 33], "mous": 14, "specifi": [14, 18, 21], "rectangular": 14, "b1": 14, "c1": [14, 29], "entireti": 14, "2x2": 14, "cannot": [2, 14, 18, 21, 23], "insert": 14, "power": [14, 16], "behav": 14, "plain": [14, 28], "rel": [14, 30], "dollar": [14, 21, 29, 35], "front": [14, 21, 23], "offer": [14, 18, 28, 30], "hundr": [5, 6, 14, 18], "sever": [14, 23], "categori": 14, "math": [14, 16, 23, 31], "commonli": 14, "appar": [14, 35], "correl": [14, 16, 23, 29, 34, 35], "covar": 14, "percentil": [14, 27], "var": 14, "varp": 14, "stdev": 14, "normdist": 14, "std": 14, "dev": 14, "cumul": [5, 6, 14, 19], "binomdist": [5, 6, 14], "num": 14, "chidist": 14, "freedom": 14, "chisq": 14, "dist": 14, "tdist": 14, "norminv": 14, "tinv": 14, "invers": 14, "IF": 14, "logical_express": 14, "value_if_tru": 14, "value_if_fals": 14, "AND": 14, "OR": 14, "averageif": 14, "criteria_rang": 14, "criterion": 14, "average_rang": 14, "sumif": 14, "sum_rang": 14, "taxi": 14, "xlookup": 14, "search_kei": 14, "lookup_rang": 14, "range_result": 14, "missing_valu": 14, "match_mod": 14, "search_mod": 14, "shaq": 14, "matplotlib": [15, 34], "pyplot": 15, "plt": [15, 34], "hist": 15, "bin": 15, "99": [2, 7, 15, 19, 31, 35], "102": 15, "contain": [2, 7, 16, 18, 23, 31, 35], "read": 16, "companion": 16, "primari": [16, 31], "primarili": 16, "content": [5, 6, 16, 29, 35], "real": 16, "author": 16, "materi": [16, 21], "skip": [2, 16, 28], "topic": [16, 35], "brief": [16, 35], "mention": [2, 16, 31, 35], "exploratori": 16, "bay": [16, 25, 31], "theorem": [5, 6, 7, 16, 25, 31, 35], "tree": [16, 31], "allow": [16, 18, 21, 23, 31], "extens": 16, "subject": [16, 21, 35], "broaden": 16, "exercis": 16, "drill": 16, "concept": 16, "argu": [16, 18, 29, 35], "imper": 16, "halmo": 16, "introductori": 16, "analys": 16, "taken": 16, "major": [2, 16, 21, 23, 35], "design": [16, 21, 30], "requisit": 16, "calculu": [16, 18], "pursu": [16, 32, 33], "center": [7, 16, 19, 35], "spread": [5, 6, 16, 29], "ii": [5, 6, 16], "bibliographi": 16, "overview": 16, "librari": [16, 34], "statwrap": [16, 29], "solut": [5, 6, 16], "irrat": 17, "voter": [17, 30], "108": 18, "skeptic": 18, "nuanc": [18, 30], "indirectli": 18, "compel": [18, 31], "broadli": 18, "absenc": 18, "seat": 18, "alloc": 18, "implement": [18, 28], "concert": 18, "instanc": [18, 21], "bounti": 18, "unconfound": [18, 21], "featur": [18, 21, 30, 31, 35], "fancier": 18, "exogen": 18, "outbreak": 18, "london": 18, "discov": [18, 29, 35], "contamin": 18, "suppli": [18, 35], "prevail": 18, "air": 18, "southwark": 18, "vauxhal": 18, "serv": [18, 35], "lambeth": 18, "purer": 18, "drove": [18, 35], "intak": [18, 21], "sewag": 18, "discharg": 18, "downstream": 18, "plausibl": [18, 21, 29], "hous": 18, "rich": [18, 21], "poor": 18, "occup": 18, "whatev": 18, "surround": 18, "devis": 18, "thoroughli": 18, "circumst": 18, "place": [2, 18, 32, 33, 35], "grandest": 18, "No": [2, 18, 21, 23, 31, 35], "thousand": 18, "station": 18, "gentlefolk": 18, "knowledg": [18, 30], "amongst": 18, "patient": [2, 18], "quit": [7, 18], "impur": 18, "neighborhood": 18, "focu": [5, 6, 18], "determin": [18, 29, 31, 35], "haphazard": 18, "spectrum": 18, "geograph": 18, "region": [18, 19, 29, 35], "104": 18, "105": [18, 19], "grant": 18, "dutch": [18, 28], "famin": 18, "uniqu": 18, "stagger": 18, "proce": 18, "confid": [16, 18, 23, 29, 30, 31], "rollout": 18, "prestigi": 18, "sat": [18, 19, 31], "score": [18, 19, 27, 31], "smart": [18, 30], "decent": 18, "wider": [18, 35], "issu": [18, 23, 30], "fair": [5, 6, 18, 23, 31], "california": 18, "tax": 18, "south": [18, 23, 35], "dakota": 18, "gdp": 18, "growth": [18, 35], "specif": [18, 21, 23, 27, 28, 29, 30, 35], "8am": [18, 31], "1pm": [18, 31], "taught": 18, "instructor": 18, "cap": 18, "switch": [18, 31, 32, 33, 35], "trade": 18, "morn": [18, 31], "debunk": 18, "hurrican": 18, "femal": [18, 30, 31], "deadli": 18, "serious": 18, "male": [18, 30, 31], "landfal": 18, "1900": 18, "date": 18, "death": [18, 21, 31], "toll": 18, "tropic": 18, "storm": 18, "season": [18, 29], "1979": 18, "ideal": [19, 23], "enorm": 19, "necessarili": [19, 23, 30, 35], "deviat": [5, 6, 19, 29, 32, 33], "infin": 19, "neglig": 19, "underneath": 19, "convert": [6, 7, 19, 23, 29, 34], "z": [7, 19, 27], "iq": 19, "130": 19, "ax": 19, "rescal": 19, "maintain": [19, 31], "far": [19, 35], "rare": [2, 5, 6, 19, 31, 35], "recal": [19, 28], "percentag": [5, 6, 19, 23, 26, 29, 30, 31, 35], "evenli": 19, "enough": [7, 19, 21, 23, 28, 32, 33], "varieti": 19, "interior": 19, "fraction": [7, 19, 23, 30], "pm": [5, 6, 7, 19], "nice": [7, 19], "properti": [19, 29], "aren": [19, 28, 35], "Its": 19, "inclus": 19, "close": [5, 6, 19, 29, 35], "sneak": 19, "video": [19, 31], "bounc": 19, "bead": 19, "beauti": [19, 28], "mathemat": [19, 26, 35], "board": 19, "co": [19, 23, 31], "wptsnf1aln": 19, "pic": 19, "twitter": [19, 22], "lxohk72poz": 19, "mdash": 19, "lionel": 19, "page_eco": 19, "septemb": 19, "highest": [19, 35], "16": [5, 6, 19, 23, 35], "il": 19, "84": 19, "verifi": 19, "compet": 19, "admit": 19, "threshold": 19, "construct": [7, 19, 29, 30], "overstat": 21, "prohibit": 21, "taker": 21, "wealthier": 21, "wealth": 21, "homogen": 21, "panacea": 21, "never": [21, 23, 28, 30, 32, 33], "hyperbol": 21, "testabl": 21, "weak": [21, 31], "richer": 21, "seem": [21, 23, 28], "Or": [2, 21, 35], "cooki": 21, "counter": [21, 23], "gadfli": 21, "characterist": [21, 30, 35], "object": [21, 27, 35], "elucid": 21, "feasibl": [21, 30], "experiment": 21, "neither": [21, 23, 31], "wrote": [21, 35], "mind": [2, 21, 23], "imposs": [21, 31, 35], "lab": 21, "govern": 21, "forc": [21, 23], "expens": [21, 29], "400": [7, 21], "fund": [21, 31], "revers": 21, "uc": 21, "appear": [2, 21, 29, 35], "women": [2, 21, 31], "overal": 21, "against": 21, "whole": 21, "seemingli": [2, 21], "clash": [21, 28, 32, 33], "120": [5, 6, 21], "men": 21, "70": [2, 21, 35], "150": 21, "240": 21, "40": [2, 21, 23, 30, 34, 35], "30": [5, 6, 21, 30, 34, 35], "seen": [2, 5, 6, 21, 35], "distort": 21, "flat": [21, 28], "dosag": 21, "obscur": 21, "truth": [2, 21, 30, 31], "counterfactu": 21, "flu": 21, "shot": [2, 21, 23, 31], "happi": 21, "nonetheless": 21, "sick": 21, "pocket": 21, "big": [5, 6, 21, 26, 28, 30], "pharma": 21, "wors": 21, "off": [21, 35], "elementari": 21, "door": [2, 21, 28], "flyer": 21, "told": 21, "anna": [21, 23], "bori": [21, 23], "chad": 21, "dori": 21, "salari": 21, "none": [2, 21, 27], "boost": 21, "erma": 21, "fred": 21, "gina": 21, "harri": 21, "cut": 21, "half": [21, 23, 31], "55": [21, 30], "overestim": 21, "accur": [2, 21, 29], "yourself": [21, 28, 29], "happier": 21, "tourist": 21, "romano": 21, "tour": 21, "snl": 21, "skit": 21, "adam": [21, 23], "sandler": 21, "salesman": 21, "listen": 21, "temper": 21, "encount": 21, "honest": 21, "quot": [21, 26, 28], "sad": 21, "plane": 21, "italian": 21, "riviera": 21, "feel": 21, "bath": 21, "suit": [21, 27, 29], "favor": [21, 31, 35], "editori": 21, "breast": [2, 21, 31], "constant": [21, 29, 34], "35": [21, 23, 35], "constanc": 21, "obtain": 21, "fatal": 21, "45": [2, 21, 30], "1940": 21, "1945": 21, "1950": 21, "1955": 21, "1960": 21, "1970": 21, "extent": [21, 28], "maladi": 21, "factual": 21, "premis": 21, "standup": 21, "comedian": [21, 31], "joke": [21, 28, 31], "version": [21, 31], "gaug": 21, "audienc": [21, 31, 35], "reaction": [21, 31], "loudest": 21, "laugh": 21, "crowd": [21, 35], "email": [22, 30], "me": 22, "ac4725": 22, "troubleshoot": 22, "star": [7, 22, 35], "watch": [7, 22, 30, 35], "project": 22, "github": 22, "linkedin": [22, 35], "14": [23, 30, 31, 35], "tendenc": 23, "rain": 23, "tomorrow": 23, "repeat": [5, 6, 23, 31], "proport": [5, 6, 7, 23, 30, 35], "frequentist": 23, "philosophi": 23, "scope": [23, 30], "coin": [5, 6, 7, 23], "toss": [2, 5, 6, 23, 29], "head": [5, 6, 7, 23, 34], "weight": [7, 23, 35], "leq": 23, "outer": 23, "91": [23, 26], "insid": 23, "guarante": [23, 30], "land": [2, 5, 6, 23], "36": 23, "drew": [23, 29], "akin": 23, "lose": 23, "hh": 23, "ht": 23, "th": [23, 35], "tt": 23, "weather": 23, "devot": 23, "farmer": 23, "almanac": 23, "color": [23, 29, 34, 35], "sky": 23, "written": [23, 28, 32, 33, 34], "red": [23, 35], "textit": 23, "34": [23, 27], "37": [23, 35], "eyebal": 23, "shade": 23, "enclos": 23, "overlap": [23, 35], "exam": 23, "pressur": [23, 35], "clue": 23, "certainli": 23, "game": [23, 29], "stori": 23, "multipli": [2, 23, 30, 31], "invent": 23, "neq": [23, 31], "mayor": 23, "umbrella": [23, 30], "indirect": 23, "live": [23, 29], "nyc": 23, "tote": 23, "powerbal": 23, "correctli": [2, 23, 29], "connect": 23, "mayb": [2, 23, 29, 30, 31, 35], "horoscop": 23, "lucki": [23, 29], "sequenti": 23, "mutut": 23, "exclus": 23, "eath": 23, "cake": 23, "todai": [5, 6, 23], "special": [23, 28, 35], "mutual": 23, "count": [2, 23, 28, 31, 35], "brute": 23, "routin": 23, "sequenc": [23, 28], "hhh": 23, "denomin": [2, 23], "trick": 23, "hth": 23, "tht": 23, "81": [23, 31], "htt": 23, "tth": 23, "ttt": 23, "five": [23, 34], "hunt": 23, "treasur": [23, 29], "sea": 23, "north": 23, "island": 23, "bear": 23, "adjac": 23, "search": 23, "clockwis": 23, "strategi": 23, "maxim": 23, "steer": 23, "binom": [5, 6, 23, 31], "k": [23, 31], "element": 23, "glee": 23, "club": 23, "presid": [23, 31], "pascal": 23, "triangl": 23, "arrang": [7, 23, 31], "horizont": 23, "item": [23, 31], "rememb": [23, 28, 35], "hero": 23, "preliminari": [23, 35], "step": [23, 35], "substitut": [2, 7, 23, 27, 30], "iid": 23, "24": 23, "27": 23, "alic": [23, 31], "battleship": 23, "grandmast": 23, "secret": 23, "spot": 23, "b3": 23, "e12": 23, "carniv": 23, "player": [2, 23, 29, 31], "111": 23, "request": 23, "nor": [23, 31], "cent": 23, "linda": 23, "31": [23, 29, 30], "outspoken": 23, "bright": 23, "deepli": 23, "discrimin": 23, "justic": 23, "anti": 23, "nuclear": 23, "bank": [23, 35], "teller": [2, 23, 31], "feminist": 23, "movement": 23, "leap": 23, "birthdai": 23, "365": 23, "born": 23, "june": 23, "1st": 23, "share": 23, "string": [26, 28], "greet": 26, "integ": 26, "my_favorite_numb": 26, "hello": 26, "print": [26, 34], "function": [26, 27, 28, 32, 33], "displai": [26, 29], "nonsens": 26, "asid": [26, 30], "shorter": 26, "deal": [5, 6, 26, 28, 35], "perfect": [5, 6, 26, 31], "techniqu": [26, 30], "loss": 26, "winning_percentag": 26, "becom": [26, 28, 29, 31], "longer": [26, 31], "collabor": 26, "charact": 26, "golf": 26, "recreat": 26, "tri": 26, "Being": 26, "golfer": 26, "coder": 26, "ceil": [27, 35], "extern": 27, "pi": 27, "ti": 27, "button": 27, "numpi": [27, 34], "access": 27, "141592653589793": 27, "prefix": 27, "cumbersom": 27, "alias": 27, "abbrevi": 27, "np": [27, 34], "alia": 27, "scipi": 27, "capabl": 27, "norm": 27, "cdf": 27, "submodul": 27, "9640696808870742": 27, "shorten": 27, "clearli": 27, "convent": [27, 32, 33, 35], "cool": 28, "lesser": 28, "easier": [28, 31, 32, 33], "pick": [2, 28], "sting": 28, "critiqu": 28, "interview": 28, "scientist": 28, "common": [28, 35], "machin": [28, 34], "packag": [28, 32, 33, 34], "implic": 28, "mainli": 28, "coher": 28, "graph": [28, 29, 35], "colaboratori": 28, "mirror": 28, "jupyt": [28, 34], "setup": 28, "intro": 28, "profici": 28, "sql": 28, "wait": 28, "tech": 28, "intend": 28, "conform": 28, "zen": 28, "elsewher": 28, "tim": 28, "ugli": 28, "complex": 28, "nest": 28, "spars": 28, "dens": 28, "although": 28, "beat": 28, "puriti": 28, "pass": [2, 28, 29, 31], "silent": 28, "explicitli": [28, 34], "silenc": 28, "face": 28, "refus": [28, 35], "temptat": 28, "namespac": 28, "honk": 28, "great": 28, "endlessli": 28, "fluent": 28, "012": 28, "aspir": 28, "fluenci": 28, "bui": 28, "loaf": 28, "bread": 28, "dozen": [2, 28], "loav": 28, "liter": 28, "frustrat": 28, "couldn": 28, "belliger": 28, "friend": 28, "chunk": 28, "messag": 28, "typo": 28, "ran": [28, 29], "chatgpt": 28, "explan": [18, 28, 30], "persist": 28, "scratch": 28, "overwrit": 28, "unexpect": 28, "datafram": [28, 29, 34], "odd": 28, "former": [5, 6, 28, 35], "expon": 28, "decim": 28, "exact": [28, 31], "00000000001": 28, "upon": 29, "incorpor": 29, "estim": [7, 29, 30, 34], "conceptu": 29, "convei": 29, "directli": [29, 31], "protein": 29, "calori": 29, "gram": 29, "180": 29, "assumpt": [29, 31], "wage": 29, "tenur": 29, "month": 29, "factori": 29, "rais": 29, "realiz": 29, "arm": 29, "throught": 29, "recip": [2, 29], "plug": [29, 31], "underestim": 29, "anim": 29, "sourc": [29, 30, 35], "vegan": 29, "singli": 29, "defi": 29, "littl": [23, 29], "debbi": 29, "nutti": 29, "buddi": 29, "eventu": 29, "unprocess": 29, "prudent": 29, "enjoi": 29, "gustatori": 29, "realli": 29, "proccess": 29, "rmse": 29, "_i": 29, "nonlinear": 29, "formless": 29, "cloud": 29, "varianc": 29, "homoscedast": 29, "narrow": [29, 35], "violat": 29, "32": 29, "sleepless": 29, "amount": [29, 35], "slept": 29, "experienc": 29, "rave": 29, "whet": 29, "appetit": 29, "revisit": 29, "mediocr": 29, "gravit": 29, "mc": 29, "nba": 29, "consist": [29, 35], "unobserv": 29, "perspect": [2, 29, 31, 35], "instrins": 29, "realist": 29, "encompass": 29, "luck": 29, "outperform": 29, "underperform": 29, "By": [29, 31], "roll": 29, "reset": 29, "neutral": 29, "sophomor": 29, "slump": 29, "straightforward": [29, 30], "consequ": [5, 6, 29], "phenomenon": 29, "assort": 29, "mate": 29, "least": [2, 23, 29, 30], "fur": 29, "coat": 29, "difficult": [29, 30, 31], "sketch": [29, 35], "exception": [29, 35], "athlet": 29, "complet": [29, 30, 35], "upgrad": [29, 34], "markdown": 29, "md": 29, "use_al": [29, 34], "raw": [29, 34], "githubusercont": [29, 34], "alexanderthclark": [29, 34], "stats1101": [29, 34], "fathersonheight": [29, 34], "load": [29, 32, 33, 34], "df": [29, 34], "pd": [29, 34], "read_csv": [29, 34], "reg": 29, "xlabel": [29, 34], "ylabel": [29, 34], "titl": [29, 35], "rms_error": 29, "scatter_plot": [29, 34], "nrmse": 29, "1f": 29, "893": [29, 34], "514": [29, 34], "x_": [29, 34], "attent": [31, 35], "acknowledg": 31, "disadvantag": 31, "margin": [7, 31], "releas": 31, "resourc": 31, "contribut": 31, "dental": 31, "compon": 31, "histor": 31, "stage": 31, "die": 31, "suffici": [6, 31], "toi": 31, "car": [31, 35], "crash": 31, "safeti": 31, "10x": 31, "1100": 31, "110": 31, "occurr": 31, "cross": 31, "13000r": 31, "13000": 31, "1000000r": 31, "987": 31, "safer": 31, "deliber": 31, "vari": 31, "conclus": 31, "imprecis": 31, "undon": 31, "sort": [30, 31], "studious": 31, "etc": [30, 31], "duplic": 31, "shift": 31, "1200": 31, "cutoff": 31, "1400": 31, "900": 31, "exclud": [30, 31], "exlcud": 31, "strength": 31, "noisi": 31, "match": [32, 33, 35], "accident": [32, 33], "wade": [32, 33], "overwhelm": [32, 33], "use_fpp": [32, 33], "use_sheet": [32, 33], "perman": [32, 33], "session": [32, 33], "fpp": [32, 33], "modul": [32, 33], "816496580927726": 33, "minim": 33, "sklearn": 34, "imit": 34, "pure": 34, "eg": 34, "starter": 34, "8999999999999999": 34, "regression_lin": 34, "000000000000009": 34, "000000000000007": 34, "sd_x": 34, "sd_y": 34, "y_averag": 34, "x_averag": 34, "panda": 34, "earlier": [34, 35], "inspect": [31, 34, 35], "61": [5, 6, 34], "64": 34, "alpha": [31, 34], "opac": [34, 35], "reg_lin": 34, "x_rang": 34, "min": 34, "y_predict": 34, "api": 34, "sm": 34, "add_const": 34, "ol": 34, "param": 34, "arrai": 34, "residuals_sm": 34, "resid": 34, "smf": 34, "model_smf": 34, "residuals_smf": 34, "dtype": 34, "float64": 34, "linear_model": 34, "linearregress": 34, "model_sk": 34, "x_sk": 34, "reshap": 34, "y_sk": 34, "coef_": 34, "intercept_": 34, "0000000000000009": 34, "y_pred": 34, "residuals_sk": 34, "televis": 35, "inessenti": 35, "jargon": 35, "trait": 35, "fame": 35, "tall": 35, "predetermin": 35, "softwar": 35, "216": [30, 35], "approxim": 35, "africa": 35, "wide": 35, "bottom": [30, 35], "span": 35, "221": 35, "reveal": [2, 30, 31, 35], "irregular": 35, "retract": 35, "uncov": 35, "odemet": 35, "statement": [7, 35], "assert": 35, "mileag": 35, "896": 35, "39198": 35, "21396": 35, "63511": 35, "alleg": [23, 35], "uniform": 35, "mile": 35, "anomal": 35, "preposter": 35, "spike": 35, "nearest": 35, "predomin": 35, "fishi": [23, 35], "fabric": 35, "henc": 35, "latter": [2, 5, 6, 35], "vehicl": 35, "qualit": 35, "automat": 35, "qualifi": 35, "postal": [30, 35], "grew": 35, "40422": 35, "offic": 35, "measli": 35, "zip": 35, "10027": 35, "395": 35, "taxonomi": 35, "subdivid": 35, "discret": 35, "quantiti": [2, 6, 35], "fill": [2, 35], "beaker": 35, "ounc": 35, "continuoustli": 35, "lowest": [30, 35], "famili": 35, "blurri": 35, "ic": [5, 6, 35], "cream": [5, 6, 35], "charg": 35, "scoop": [5, 6, 35], "shoo": 35, "7777777": 35, "complain": 35, "gave": 35, "99999999998": 35, "tension": 35, "familiar": [6, 35], "anyon": [30, 35], "agon": 35, "stingi": 35, "dine": 35, "chipotl": 35, "mexican": 35, "grill": 35, "detour": 35, "vocabulari": 35, "endpoint": 35, "contiuou": 35, "messi": [2, 35], "inelegantli": 35, "establish": 35, "999": [30, 35], "88": 35, "888": 35, "quanti": 35, "lesson": 35, "accompani": 35, "codebook": 35, "strang": [2, 35], "clump": 35, "unfortun": 35, "racial": 35, "basi": 35, "necessit": 35, "grai": [7, 35], "unusu": 35, "cautionari": 35, "tale": 35, "necess": 35, "miss": [7, 30, 35], "coax": 35, "19": [30, 35], "netflix": 35, "led": 35, "user": [30, 35], "blood": 35, "oral": 35, "contracept": 35, "overlai": 35, "pill": 35, "paint": 35, "picasso": 35, "cezann": 35, "varaibl": 35, "clutter": 35, "covid": 35, "mortal": 35, "background": 35, "gradient": 35, "alaska": 35, "utah": 35, "younger": 35, "vermont": 35, "style": 35, "t_366bb": 35, "border": 35, "collaps": 35, "2px": 35, "header": 35, "f0f0f0": 35, "000000": 35, "pad": 35, "8px": 35, "1px": 35, "solid": 35, "ccc": 35, "align": 35, "td": 35, "t_366bb_row0_col0": 35, "fdd9b5": 35, "t_366bb_row0_col1": 35, "fddab6": 35, "t_366bb_row0_col2": 35, "fdc794": 35, "t_366bb_row0_col3": 35, "fdbb81": 35, "t_366bb_row0_col4": 35, "fdd5ab": 35, "t_366bb_row1_col0": 35, "t_366bb_row1_col1": 35, "fdd2a6": 35, "t_366bb_row1_col2": 35, "fdcfa0": 35, "t_366bb_row1_col3": 35, "fdbe84": 35, "t_366bb_row1_col4": 35, "fddbb8": 35, "t_366bb_row2_col0": 35, "fdd4aa": 35, "t_366bb_row2_col1": 35, "fdce9e": 35, "t_366bb_row2_col2": 35, "fdc088": 35, "t_366bb_row2_col3": 35, "t_366bb_row2_col4": 35, "fdac67": 35, "t_366bb_row3_col0": 35, "t_366bb_row3_col1": 35, "t_366bb_row3_col2": 35, "fdc692": 35, "t_366bb_row3_col3": 35, "t_366bb_row3_col4": 35, "fda965": 35, "t_366bb_row4_col0": 35, "t_366bb_row4_col1": 35, "fdd3a9": 35, "t_366bb_row4_col2": 35, "t_366bb_row4_col3": 35, "t_366bb_row4_col4": 35, "t_366bb_row5_col0": 35, "fdc28b": 35, "t_366bb_row5_col1": 35, "fdc590": 35, "t_366bb_row5_col2": 35, "t_366bb_row5_col3": 35, "t_366bb_row5_col4": 35, "t_366bb_row6_col0": 35, "t_366bb_row6_col1": 35, "fdc895": 35, "t_366bb_row6_col2": 35, "fdd7b1": 35, "t_366bb_row6_col3": 35, "fedfc0": 35, "t_366bb_row6_col4": 35, "fedebd": 35, "t_366bb_row7_col0": 35, "t_366bb_row7_col1": 35, "fee0c3": 35, "t_366bb_row7_col2": 35, "feead6": 35, "t_366bb_row7_col3": 35, "t_366bb_row7_col4": 35, "fee9d4": 35, "t_366bb_row8_col0": 35, "feead5": 35, "t_366bb_row8_col1": 35, "feebd8": 35, "t_366bb_row8_col2": 35, "fff0e2": 35, "t_366bb_row8_col3": 35, "ffefe0": 35, "t_366bb_row8_col4": 35, "ffeedd": 35, "t_366bb_row9_col0": 35, "t_366bb_row9_col1": 35, "t_366bb_row9_col2": 35, "t_366bb_row9_col3": 35, "t_366bb_row9_col4": 35, "district": 35, "nbsp": 35, "17": [5, 6, 30, 35], "29": [23, 35], "69": 35, "79": 35, "eda": 35, "notabl": [30, 35], "tukei": 35, "box": [2, 7, 30, 31, 35], "emphasi": 35, "mine": 35, "1962": 35, "propon": 35, "asymptot": 35, "cleveland": 35, "1985": 35, "along": 35, "view": 35, "1993": 35, "donoho": 35, "discoveri": 35, "fix": 35, "graphic": 35, "prove": 35, "cite": 35, "bland": 35, "altman": 35, "1986": 35, "aspect": 35, "excit": [6, 35], "explanatori": 35, "distil": 35, "frame": 35, "prose": 35, "distract": 35, "insofar": 35, "thoughtfulli": 35, "151": 35, "spark": 35, "joi": 35, "clear": [23, 31, 35], "li": 35, "upload": 35, "classifi": 35, "satur": 35, "credit": 35, "nick": 35, "huntington": 35, "klein": 35, "bradlei": 35, "cooper": 35, "mindset": 35, "domain": [30, 35], "gini": 35, "lyric": [2, 23], "loser": 23, "montgomeri": 23, "gentri": 23, "outlaw": 23, "boozer": 23, "glass": 23, "hippi": 23, "redneck": 23, "suspect": 23, "bloodlin": [], "am": [], "eddi": 23, "sing": 23, "descend": 23, "translat": 23, "ancestor": 23, "strictli": 23, "advic": 2, "monti": 2, "hall": 2, "paradox": [2, 31], "bend": 2, "14195066": 3, "harder": 23, "114": 23, "fraudul": 23, "101": 23, "firm": 23, "tamper": 23, "billion": 23, "parti": 23, "equival": 23, "rearrang": 2, "isol": 2, "textbf": [], "rewrit": 2, "combin": 2, "expand": [2, 31], "whenev": 2, "transpos": 2, "quad": 2, "005": 2, "00995": 2, "duo": 23, "guido": 18, "imben": 18, "roundabout": 18, "stress": 2, "implicitli": 2, "gerd": 2, "gigerenz": 2, "cold": 2, "percent": 2, "woman": 2, "mammogram": 2, "friendlier": 2, "formul": 2, "992": 2, "screen": 2, "opaqu": 2, "children": 18, "earner": 31, "secondari": 31, "okai": 31, "binomi": [5, 6, 31], "vp": 31, "preseid": 31, "bob": 31, "pretti": 2, "hack": [2, 5, 6], "blue": 2, "plu": 2, "pluss": 2, "rote": 2, "qu": 2, "othan": 2, "625": [], "676": [2, 30], "42": 2, "wheel": 2, "fortun": 2, "termin": 2, "pilgrim": 2, "travel": 2, "home": 2, "wander": 2, "troll": 2, "woe": 2, "73": 2, "fate": 2, "decre": 2, "certainti": 2, "thee": 2, "finish": 2, "exil": 2, "alarm": 2, "bargain": 2, "wise": 2, "velma": [], "park": 2, "unknown": [2, 7, 31], "scrub": [2, 31], "baller": [2, 31], "sold": 2, "amazon": 2, "fake": [2, 31], "joker": [2, 31], "countri": 2, "tractor": [2, 31], "truck": [2, 31], "866": 31, "swap": 31, "substant": 31, "reorder": 31, "visibl": [30, 31], "08": [5, 6], "smaller": [5, 6], "yield": [5, 6, 31], "2x": [5, 6], "100x": [5, 6], "recruit": [5, 6], "2000": [5, 6], "volunt": [5, 6], "iii": [5, 6], "se": [5, 6, 7], "500": [5, 6], "18": [5, 6], "doublearrow": [], "leftrightarrow": [], "focal": [5, 6, 30], "mimic": [5, 6], "1s": [5, 6], "0s": [5, 6], "ruth": [5, 6], "antonin": [5, 6], "vanilla": [5, 6], "chocol": [5, 6], "stock": [5, 6], "cdot0": [5, 6], "018": [5, 6], "470": [5, 6], "530": [5, 6], "central": [5, 6, 7], "lopsid": 6, "bokeh": [], "output_notebook": [], "columndatasourc": [], "layout": [], "slider": [], "customj": [], "pantool": [], "wheelzoomtool": [], "resettool": [], "json": [], "hide_bann": [], "initial_n_draw": [], "precomput": [], "pmf": [], "precomputed_pmf": [], "n_draw": [], "201": [], "arang": [], "tolist": [], "javascript": [], "precomputed_pmfs_json": [], "dump": [], "600": [], "x_axis_label": [], "y_axis_label": [], "vbar": [], "callback": [], "arg": [], "dict": [], "const": [], "cb_obj": [], "pars": [], "tostr": [], "emit": [], "js_on_chang": [], "habea": 6, "gelatu": 6, "ts": 31, "hs": 31, "subtleti": 31, "intuitit": 31, "soution": [], "cdot1": [], "underbrac": 31, "_": 31, "overbrac": 31, "famous": 31, "boi": 31, "girl": 31, "favorit": 31, "remark": 31, "beta": 31, "gamma": 31, "delta": 31, "h_2": 31, "h_1": 31, "tempt": 31, "simul": [7, 31], "990": 31, "10000": 31, "dieas": 31, "989": 31, "901": 31, "9899": 31, "9997": 31, "02": [7, 31], "willing": [30, 31], "ten": 2, "lend": 2, "lest": 2, "aim": 30, "lifespan": 30, "owl": 30, "nearli": 30, "reserv": 30, "truthfulli": 30, "hurdl": 30, "opportun": 30, "pollster": 30, "creameri": 30, "vote": 30, "elect": 30, "milk": 30, "sensibl": 30, "candid": 30, "yuppi": 30, "lactos": 30, "northern": 30, "european": 30, "descent": 30, "intoler": 30, "america": 30, "smarter": 30, "assembl": 30, "truli": 30, "hurld": [], "phone": 30, "bureau": 30, "labor": 30, "amb06": [], "reproduc": 30, "160": 30, "736": 30, "54": 30, "438": 30, "447": 30, "58": 30, "56": 30, "119": 30, "ethnic": 30, "hispan": 30, "508": 30, "864": 30, "524": 30, "household": 30, "055": 30, "41": [7, 30], "947": 30, "817": 30, "53": 30, "982": 30, "095": 30, "declin": 30, "reweight": 30, "atusrespr": [], "2004": [], "atu": [], "respon": [], "svg": [], "bl": [], "gov": [], "osmr": [], "unrepres": 30, "quota": 30, "resembl": 30, "kei": 30, "older": 30, "curmudgeon": 30, "overrepres": 30, "accept": 30, "phenomena": 30, "trafalgar": 30, "poll": 30, "donald": 30, "trump": 30, "2016": 30, "presidenti": 30, "shy": 30, "motiv": 30, "fear": 30, "stigma": 30, "artific": 30, "neighbor": 30, "minefield": 30, "nut": 30, "bolt": 30, "decompos": 30, "vulner": 30, "tiktok": 30, "ban": 30, "peloton": [7, 30], "appl": [7, 30], "uber": 30, "lyft": 30, "ranomd": [], "poulat": 30, "app": 30, "watcho": 30, "ecommerc": 30, "gift": 30, "card": 30, "owner": 30, "nonzero": 30, "rewritten": 30, "23": 7, "tk": [], "miniatur": 7, "bernoulliclt": [], "bernoulliclt2": [], "repeatedli": 7, "repetit": 7, "except": 7, "bootstrap": 7, "fract": 7, "pew": 7, "945": 7, "adult": 7, "11945": 7, "004": 7, "hspace": 7, "12pt": 7, "critic": 7, "11pt": [], "9pt": 7, "misunderstood": 7, "manifest": 7, "nonrandom": 7, "probabilist": 7, "reli": 7, "band": 7}, "objects": {}, "objtypes": {}, "objnames": {}, "titleterms": {"homework": 0, "5": [0, 31], "overview": [1, 14, 28], "run": 1, "r": [1, 16, 34], "altern": 1, "calcul": [1, 8, 23, 26], "variabl": [1, 6, 26, 35], "comment": [1, 26], "probabl": [2, 14, 23, 24, 25, 30, 31], "ii": [2, 31], "import": [2, 4, 5, 6, 7, 8, 9, 10, 11, 18, 19, 20, 21, 23, 25, 29, 30, 34, 35], "read": [2, 4, 5, 6, 7, 8, 9, 10, 11, 18, 19, 20, 21, 23, 25, 29, 30, 34, 35], "chanc": [2, 5, 6, 29, 30], "tree": [2, 25], "bay": 2, "theorem": 2, "bibliographi": 3, "center": [4, 31], "spread": [4, 31], "The": [4, 7, 10, 19, 20, 29, 35], "averag": [4, 17, 30], "standard": [4, 10, 19], "deviat": 4, "preambl": 4, "root": 4, "mean": 4, "squar": 4, "find": [4, 13, 19, 29, 30], "popul": 4, "vs": [4, 14], "sampl": [4, 30], "sd": 4, "sup": 4, "what": [4, 28], "sai": 4, "exercis": [2, 4, 8, 9, 10, 11, 17, 18, 19, 21, 23, 29, 30, 31, 35], "correl": [8, 9, 31], "scatter": [8, 9], "plot": [8, 9, 29], "father": [8, 9], "son": [8, 9], "height": [8, 9], "data": [8, 9, 35], "coeffici": [8, 9, 23], "interact": [8, 35], "exampl": [8, 18, 21, 33, 34, 35], "except": 8, "case": 8, "causat": [8, 9], "featur": 9, "experi": [10, 18, 31], "type": 10, "question": 10, "evid": 10, "On": 10, "design": 10, "interpret": [7, 10], "extens": [10, 21, 25, 35], "gold": 10, "stori": 10, "time": [10, 30], "get": [11, 31], "start": [11, 31], "histogram": [12, 15, 35], "regress": [13, 29, 31, 34], "simpl": 13, "linear": [13, 29], "line": [13, 29], "predict": 13, "residu": [13, 29], "basic": [14, 26], "formula": [14, 23], "Not": 14, "1": [5, 6, 14, 31, 34], "cell": 14, "refer": 14, "a1": 14, "sheet1": 14, "rang": 14, "a2": 14, "A": [14, 23], "b2": 14, "copi": 14, "past": 14, "mathemat": 14, "statist": 14, "distribut": [14, 19, 20, 31, 35], "logic": 14, "lookup": 14, "function": 14, "welcom": 16, "intro": 16, "stat": 16, "more": 16, "about": 16, "1101": 16, "main": 16, "text": 16, "googl": 16, "sheet": 16, "option": 16, "python": [16, 28, 29], "other": [16, 21, 22], "law": 17, "natur": [2, 18, 31], "normal": [5, 6, 19, 20, 31], "curv": [19, 20], "unit": 19, "68": 19, "95": 19, "rule": [19, 23], "area": 19, "under": 19, "tabl": [19, 30], "why": 19, "care": 19, "observ": [21, 31], "studi": [21, 31], "simpson": 21, "s": 21, "paradox": 21, "applic": 21, "admit": 21, "potenti": 21, "world": 21, "health": 21, "outcom": 21, "accord": 21, "alic": 21, "bob": 21, "belief": 21, "colleg": 21, "earn": 21, "signal": 21, "abil": [21, 29], "increas": 21, "certain": 21, "individu": 21, "vacat": 21, "itali": 21, "set": 23, "box": [5, 6, 23], "model": 23, "random": 23, "draw": 23, "condit": 23, "gener": [], "mulitpl": 23, "b": 23, "independ": 23, "addit": 23, "list": 23, "wai": 23, "binomi": 23, "librari": 27, "should": 28, "you": 28, "learn": [28, 34], "think": 28, "like": 28, "programm": 28, "slope": 29, "error": [5, 6, 29, 30], "outlier": 29, "evalu": 29, "fallaci": 29, "select": 31, "solut": 31, "4": 31, "7": 31, "8": 31, "10": 31, "15": 31, "20": 31, "23": 31, "statwrap": [32, 33, 34], "us": [30, 32, 33], "catalog": 33, "2": [30, 34], "from": [5, 6, 30, 34], "csv": 34, "statsmodel": 34, "user": 34, "scikit": 34, "summar": 35, "frequenc": [2, 35], "sleuth": 35, "out": 35, "fraud": 35, "drive": 35, "work": 35, "real": 35, "control": 35, "cross": 35, "tabul": 35, "visual": 35, "exploratori": 35, "analysi": 35, "expand": 23, "lift": 2, "fog": 2, "22": 31, "28": 31, "31": 31, "21": 31, "sum": [5, 6], "0": [5, 6], "central": [], "limit": [], "approxim": [5, 6], "i": 31, "32": 31, "33": 31, "34": 31, "36": 31, "37": 31, "survei": 30, "2004": 30, "atu": 30, "respons": 30, "rate": 30, "amb06": 30, "usp": 30, "satisfact": 30, "ag": 30, "curmudgeonli": 30, "non": 30, "american": 30, "method": 30, "expect": 30, "valu": 30, "se": 30, "right": 30, "confid": 7, "interv": 7, "accuraci": 7, "percentag": 7}, "envversion": {"sphinx.domains.c": 2, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 6, "sphinx.domains.index": 1, "sphinx.domains.javascript": 2, "sphinx.domains.math": 2, "sphinx.domains.python": 3, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.intersphinx": 1, "sphinxcontrib.bibtex": 9, "sphinx": 56}})
\ No newline at end of file
+Search.setIndex({"docnames": ["Homework05lab", "Rbasics", "bayes", "bibliography", "centerspread", "chancevar", "chancevary", "confidenceintervals", "correlation", "correlation2", "experiments", "gettingstarted", "ghistogram", "gregression", "gsheets", "histograms", "intro", "lawofaverages", "natural", "normal", "normal0", "observational", "other", "probability", "probability1", "probtree", "pycalculator", "pylibs", "python", "regression", "sampling", "solutions", "statwrap", "statwrap0", "statwrapregression", "thehistogram"], "filenames": ["Homework05lab.ipynb", "Rbasics.ipynb", "bayes.md", "bibliography.md", "centerspread.md", "chancevar.md", "chancevary.ipynb", "confidenceintervals.md", "correlation.ipynb", "correlation2.md", "experiments.md", "gettingstarted.md", "ghistogram.md", "gregression.md", "gsheets.md", "histograms.ipynb", "intro.md", "lawofaverages.md", "natural.md", "normal.ipynb", "normal0.md", "observational.md", "other.md", "probability.md", "probability1.md", "probtree.md", "pycalculator.ipynb", "pylibs.ipynb", "python.md", "regression.ipynb", "sampling.md", "solutions.md", "statwrap.md", "statwrap0.ipynb", "statwrapregression.ipynb", "thehistogram.md"], "titles": ["Homework 5", "Overview", "Probability II", "Bibliography", "Center and Spread", "Chance Error", "Chance Variability", "Confidence Intervals", "Correlation", "Correlation", "Experiments", "Getting Started", "Histograms", "Regression", "Overview", "Histograms", "Welcome to Intro Stats", "Law of Averages", "Natural Experiments", "Normal Distribution", "Normal Distribution", "Observational Studies", "Other", "Probability", "Probability", "Probability Trees", "Basics", "Libraries", "Overview", "Regression", "Sampling", "Selected Solutions", "StatWrap", "StatWrap", "Regression", "The Histogram"], "terms": {"copi": [0, 13], "differ": [0, 2, 4, 5, 6, 10, 11, 14, 18, 21, 28, 29, 30, 31, 34, 35], "text": [0, 2, 4, 5, 6, 7, 8, 11, 14, 19, 22, 23, 26, 28, 29, 30, 31, 32, 35], "exampl": [0, 2, 4, 5, 6, 7, 10, 12, 14, 16, 19, 23, 28, 29, 30, 31], "you": [0, 1, 2, 4, 5, 6, 8, 9, 10, 11, 14, 16, 18, 19, 21, 22, 23, 26, 27, 29, 30, 31, 32, 33, 34, 35], "receiv": [0, 2, 8, 18, 29], "small": [0, 2, 10, 18, 35], "data": [0, 3, 4, 5, 6, 7, 10, 11, 12, 13, 14, 15, 16, 18, 19, 21, 23, 26, 28, 29, 30, 31, 34], "set": [0, 6, 8, 10, 11, 18, 19, 21, 29, 30, 31, 35], "call": [0, 4, 5, 6, 8, 9, 10, 18, 19, 21, 23, 26, 29, 30, 31, 34, 35], "cps_coupl": 0, "csv": [0, 29], "built": [0, 29], "from": [0, 2, 3, 4, 7, 8, 9, 10, 11, 13, 14, 16, 18, 19, 21, 23, 26, 27, 28, 29, 31, 32, 33, 35], "current": [0, 8, 10, 23], "popul": [0, 2, 3, 7, 18, 21, 30, 31, 35], "survei": [0, 3, 7, 19, 35], "each": [0, 2, 4, 5, 6, 7, 8, 9, 10, 11, 18, 19, 21, 23, 29, 30, 31, 35], "row": [0, 13, 14, 19, 23, 31, 34, 35], "describ": [0, 4, 5, 6, 10, 21, 23, 28, 29, 30, 35], "marri": [0, 6], "coupl": [0, 29, 31], "The": [0, 1, 2, 3, 5, 6, 8, 9, 11, 12, 13, 16, 18, 21, 23, 26, 27, 28, 30, 31], "alreadi": [0, 2, 8, 21, 23, 27, 29, 32, 33], "clean": 0, "There": [0, 2, 5, 6, 8, 9, 10, 14, 18, 21, 23, 26, 28, 30, 31, 35], "ar": [0, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 13, 14, 16, 18, 19, 21, 23, 26, 27, 28, 29, 30, 31, 33, 34, 35], "flag": [0, 23, 35], "valu": [0, 1, 4, 6, 7, 8, 11, 13, 14, 19, 23, 26, 27, 28, 29, 31, 35], "need": [0, 1, 2, 8, 9, 11, 14, 18, 26, 28, 35], "drop": [0, 10, 29], "review": [0, 2, 3, 7, 8, 10, 31, 35], "condens": 0, "document": [0, 11, 12, 32, 33, 35], "more": [0, 1, 2, 4, 5, 6, 7, 8, 9, 10, 11, 14, 18, 19, 21, 23, 26, 28, 29, 30, 31, 32, 33, 34, 35], "inform": [0, 2, 10, 11, 23, 29, 35], "column": [0, 11, 13, 14, 19, 21, 31, 35], "e": [0, 2, 3, 10, 11, 23, 29, 32, 33], "g": [0, 3, 10, 11, 13, 32, 33], "an": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 14, 16, 18, 19, 21, 22, 23, 28, 29, 30, 31, 35], "educ": [0, 18, 21], "46": [0, 30], "correspond": [0, 10, 12, 23, 27, 29, 35], "phd": 0, "variabl": [0, 5, 8, 9, 16, 19, 21, 28, 29, 30, 31], "name": [0, 10, 14, 18, 26, 28, 30, 32, 33, 35], "tucaseid": 0, "identifi": [0, 2, 18, 23], "prernwa": 0, "partner": [0, 29, 31], "earn": [0, 8, 9], "peeduca": 0, "prtage": 0, "ag": [0, 10, 18, 21, 31, 35], "pesex": 0, "sex": [0, 3, 18, 21, 30, 31], "ptdtrace": 0, "race": [0, 3, 30], "submit": 0, "your": [0, 1, 2, 4, 5, 6, 10, 13, 14, 16, 19, 21, 23, 26, 28, 29, 31, 35], "work": [0, 1, 3, 10, 11, 22, 23, 26, 28, 29, 30, 33], "two": [0, 2, 3, 4, 5, 6, 8, 9, 10, 11, 14, 18, 19, 21, 23, 29, 30, 31, 34, 35], "file": 0, "1": [0, 1, 2, 3, 4, 7, 8, 9, 10, 11, 13, 15, 19, 21, 23, 26, 27, 28, 29, 30, 32, 33, 35], "main": [0, 2, 25, 29, 34, 35], "pdf": 0, "doc": 0, "answer": [0, 2, 4, 7, 10, 19, 23, 30, 31, 35], "question": [0, 2, 5, 6, 7, 11, 16, 23, 28, 30, 31], "provid": [0, 2, 6, 7, 10, 16, 29, 30, 31, 35], "statist": [0, 2, 3, 4, 6, 10, 11, 16, 19, 21, 28, 30, 32, 33, 34, 35], "reason": [0, 3, 10, 11, 19, 21, 23], "actual": [0, 1, 2, 5, 6, 8, 10, 11, 13, 18, 23, 26, 28, 29, 30, 35], "calcul": [0, 4, 5, 6, 11, 13, 14, 19, 27, 28, 29, 30, 31, 32, 33, 34, 35], "2": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 13, 14, 15, 19, 21, 23, 26, 28, 29, 31, 32, 33, 35], "supplementari": 0, "either": [0, 2, 4, 8, 9, 16, 18, 19, 23, 31, 35], "xlsx": 0, "code": [0, 1, 26, 27, 28, 32, 33, 35], "thi": [0, 1, 2, 4, 5, 6, 7, 8, 9, 10, 11, 13, 14, 16, 18, 19, 21, 22, 23, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35], "proof": 0, "replic": [0, 3, 10], "creat": [0, 8, 10, 12, 26, 30, 31, 34, 35], "scatter": [0, 21, 29, 31, 35], "diagram": [0, 8, 23, 29], "relat": [0, 7, 8, 16, 18, 29, 31, 32, 33], "choos": [0, 1, 2, 8, 9, 10, 11, 21, 23, 35], "among": [0, 7, 10, 21, 23, 29, 35], "quantit": [0, 8, 9, 11, 19, 29, 31, 35], "onli": [0, 2, 5, 6, 7, 8, 10, 11, 14, 16, 18, 21, 23, 28, 29, 31, 35], "us": [0, 1, 2, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 16, 18, 19, 21, 23, 26, 27, 28, 29, 31, 34, 35], "follow": [0, 2, 4, 5, 6, 8, 9, 10, 11, 16, 19, 21, 23, 26, 30, 31, 35], "find": [0, 1, 2, 3, 7, 8, 9, 10, 11, 18, 21, 22, 23, 27, 31, 32, 33, 35], "regress": [0, 14, 16, 35], "line": [0, 4, 8, 9, 21, 23, 26, 27, 28, 32, 33, 34, 35], "equat": [0, 5, 6, 11, 13, 26, 29], "let": [0, 7, 8, 9, 21, 23, 28, 29, 30, 31, 34], "independ": [0, 2, 5, 6, 8, 9, 21, 29, 31], "3": [0, 1, 2, 4, 5, 6, 7, 8, 9, 10, 13, 15, 19, 21, 23, 27, 29, 30, 31, 32, 33, 34, 35], "interpret": [0, 11, 16, 29, 31, 35], "context": [0, 10, 11, 14, 16, 31], "what": [0, 2, 3, 5, 6, 8, 10, 11, 16, 18, 19, 21, 23, 26, 27, 29, 30, 31, 32, 33, 35], "do": [0, 1, 2, 4, 5, 6, 10, 14, 18, 19, 21, 23, 26, 27, 28, 29, 30, 31, 32, 33], "coeffici": [0, 13, 29, 31, 34, 35], "mean": [0, 2, 5, 6, 7, 8, 10, 11, 13, 14, 19, 21, 23, 28, 29, 30, 31, 35], "4": [0, 3, 4, 7, 8, 10, 13, 15, 19, 21, 23, 26, 28, 29, 30, 34, 35], "discuss": [0, 10, 21, 23, 29, 35], "linear": [0, 8, 9, 16, 31, 34], "appropri": [0, 2, 8, 9, 28, 29, 31], "root": [0, 5, 6, 13, 29, 30], "squar": [0, 5, 6, 13, 29, 30], "error": [0, 4, 7, 8, 13, 14, 22, 28], "assum": [0, 2, 8, 18, 19, 23, 30, 31], "residu": [0, 34], "normal": [0, 1, 4, 7, 8, 16, 26, 27], "curv": [0, 5, 6, 7, 8, 27, 35], "6": [0, 2, 5, 6, 8, 18, 20, 21, 23, 25, 29, 30, 35], "plot": [0, 21, 31, 34, 35], "detect": [0, 31], "ani": [0, 2, 4, 6, 8, 10, 11, 18, 19, 21, 23, 28, 29, 31, 35], "non": [0, 2, 8, 10, 21, 35], "pattern": [0, 8, 19, 29], "heteroscedast": [0, 29], "7": [0, 2, 7, 19, 29, 30, 35], "empir": [0, 10], "probabl": [0, 3, 5, 6, 7, 11, 16, 35], "abov": [0, 2, 5, 6, 8, 9, 10, 11, 18, 19, 21, 23, 26, 27, 29, 30, 31, 32, 33, 35], "averag": [0, 2, 5, 6, 7, 8, 10, 11, 13, 14, 19, 21, 29, 31, 34], "condit": [0, 2, 5, 6, 18, 31, 35], "posit": [0, 2, 5, 6, 8, 9, 10, 19, 21, 29, 31, 35], "doe": [0, 2, 3, 4, 8, 10, 11, 18, 19, 21, 23, 26, 28, 29, 31, 34, 35], "support": [0, 4, 10, 35], "previou": [0, 2, 10, 18, 23, 31, 35], "8": [0, 1, 2, 7, 8, 9, 23, 27, 29, 30, 34, 35], "label": [0, 2, 4, 23, 31], "parter": 0, "within": [0, 4, 5, 6, 19, 21, 27, 29], "somewhat": 0, "arbitrari": [0, 7, 35], "reorgan": 0, "wai": [0, 1, 2, 4, 8, 9, 10, 11, 18, 21, 26, 27, 28, 30, 31, 35], "doesn": [0, 2, 4, 5, 6, 8, 10, 21, 23, 26, 28, 30, 31, 34, 35], "t": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 14, 18, 19, 21, 23, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35], "split": [0, 4, 19, 35], "simpli": [0, 19, 23, 26, 27, 30, 31], "relabel": [0, 31], "everi": [0, 1, 2, 10, 14, 18, 21, 30, 32, 33], "vice": [0, 23], "versa": 0, "some": [0, 1, 2, 4, 5, 6, 7, 8, 10, 11, 18, 19, 21, 23, 26, 28, 29, 30, 33], "x": [0, 1, 4, 8, 9, 13, 14, 19, 21, 24, 26, 29, 31, 34], "y": [0, 8, 9, 13, 21, 26, 29, 31, 34, 35], "pair": [0, 8, 9, 10, 29, 31], "stai": [0, 2], "same": [0, 2, 5, 6, 8, 10, 14, 18, 19, 21, 23, 26, 27, 29, 31, 35], "other": [0, 2, 4, 8, 9, 10, 11, 13, 14, 18, 23, 27, 29, 30, 31, 32, 33, 35], "flip": [0, 5, 6, 7, 8, 23], "how": [0, 2, 4, 5, 6, 8, 10, 11, 16, 18, 19, 21, 23, 29, 30, 31, 35], "did": [0, 10, 21, 28], "new": [0, 2, 3, 8, 10, 30, 32, 33], "comment": [0, 4, 10, 16, 21], "chang": [0, 1, 2, 3, 4, 8, 9, 10, 13, 19, 21, 23, 28, 31, 35], "popular": [1, 11, 28, 31], "industri": 1, "It": [1, 2, 4, 5, 6, 8, 10, 18, 21, 23, 26, 27, 29, 30, 31, 34, 35], "s": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 16, 18, 23, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35], "academia": 1, "i": [1, 2, 3, 4, 5, 6, 8, 10, 16, 23, 28, 29, 32, 33, 35], "ll": [1, 2, 4, 5, 6, 10, 16, 21, 23, 27, 30, 31, 32, 33, 35], "occasion": [1, 28], "myself": 1, "leav": [1, 2, 25, 31], "python": [1, 14, 26, 27, 32, 33, 34], "someth": [1, 2, 4, 10, 11, 18, 21, 23, 26, 28, 29, 34, 35], "advanc": [1, 21, 31, 32, 33], "notebook": [1, 28, 34], "done": [1, 10, 11, 13, 14, 18, 23, 26, 30, 31], "first": [1, 2, 4, 5, 6, 7, 8, 9, 10, 11, 18, 21, 23, 26, 28, 29, 30, 31, 34, 35], "cell": [1, 13, 19, 28, 35], "below": [1, 2, 4, 5, 6, 8, 9, 10, 11, 13, 14, 18, 19, 21, 23, 26, 27, 29, 31, 33, 35], "ad": [1, 8], "command": [1, 28, 34], "open": [1, 2, 28, 35], "googl": [1, 4, 5, 6, 11, 12, 14, 28, 31, 32, 33, 34, 35], "colab": [1, 28, 32, 33, 34, 35], "runtim": 1, "type": [1, 2, 11, 14, 16, 21, 26, 28, 30, 31], "go": [1, 2, 5, 6, 8, 9, 10, 11, 16, 21, 28, 31, 35], "menu": 1, "top": [1, 8, 30, 31, 35], "page": [1, 3, 18, 19, 28, 35], "select": [1, 2, 10, 14, 16, 18, 30], "under": [1, 5, 6, 7, 27, 30, 31], "click": 1, "save": 1, "list": [1, 4, 5, 6, 26, 29, 30, 31, 32, 33], "typic": [1, 4, 5, 6, 7, 18, 26, 27, 29, 34, 35], "oper": [1, 26], "descript": [1, 10, 16, 26, 29, 35], "addit": [1, 10, 18, 26, 29], "subtract": [1, 26, 35], "multipl": [1, 2, 16, 23, 26], "float": [1, 26], "point": [1, 4, 8, 9, 12, 14, 18, 19, 21, 23, 26, 28, 29, 31, 34, 35], "divis": [1, 26], "exponenti": [1, 26], "we": [1, 2, 4, 5, 6, 7, 8, 9, 10, 11, 13, 14, 16, 18, 19, 21, 23, 25, 26, 27, 28, 29, 30, 31, 34, 35], "can": [1, 2, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 16, 18, 19, 21, 22, 23, 26, 27, 28, 29, 30, 31, 33, 35], "parenthesi": [1, 26], "readabl": [1, 26, 28], "order": [1, 2, 4, 5, 6, 23, 26, 28, 29, 30, 31, 34, 35], "usual": [1, 10, 18, 26, 28, 30, 35], "pip": [1, 29, 32, 33, 34], "instal": [1, 27, 29, 32, 33, 34], "rpy2": 1, "load_ext": 1, "ipython": [1, 29], "0": [1, 2, 4, 7, 8, 9, 13, 14, 15, 19, 21, 23, 26, 27, 28, 29, 30, 31, 33, 34, 35], "assign": [1, 10, 18, 21, 26, 31], "help": [1, 2, 4, 10, 11, 13, 16, 21, 22, 23, 26, 30, 31, 35], "care": [1, 10, 21, 26, 28, 29], "about": [1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 19, 21, 23, 25, 26, 28, 29, 30, 31, 35], "colleagu": [1, 26, 30, 35], "futur": [1, 26], "self": [1, 3, 10, 16, 26, 35], "should": [1, 2, 5, 6, 8, 9, 10, 13, 14, 16, 21, 23, 26, 29, 30, 31, 35], "add": [1, 16, 18, 23, 26, 29, 34], "clariti": [1, 26], "intent": [1, 8, 26], "A": [1, 2, 3, 5, 6, 7, 8, 9, 10, 11, 13, 16, 18, 19, 21, 25, 26, 27, 28, 29, 30, 31, 35], "piec": [1, 26, 35], "isn": [1, 2, 7, 10, 11, 18, 21, 26, 28, 32, 33], "execut": [1, 26, 28], "left": [1, 2, 8, 11, 13, 14, 19, 26, 27, 29, 35], "reader": [1, 23, 26, 35], "person": [1, 2, 18, 21, 23, 26, 28, 29, 30, 35], "who": [1, 2, 7, 8, 10, 11, 14, 18, 21, 26, 28, 29, 30, 31, 35], "inherit": [1, 26], "modifi": [1, 23, 26], "everyth": [1, 4, 10, 21, 23, 26, 28], "after": [1, 2, 5, 6, 11, 18, 21, 23, 26, 29, 35], "ignor": [1, 4, 18, 23, 26, 30, 33], "1000": [1, 5, 6, 21, 31], "becaus": [1, 2, 4, 5, 6, 7, 8, 10, 14, 18, 19, 21, 23, 26, 27, 28, 29, 30, 31, 34, 35], "out": [1, 2, 3, 5, 6, 7, 8, 10, 19, 21, 23, 26, 28, 29, 30, 31], "9": [1, 2, 6, 8, 9, 19, 23, 29, 30, 31, 34, 35], "10": [1, 2, 3, 5, 6, 11, 19, 21, 26, 29, 30, 34, 35], "90": [1, 2, 3, 21, 23, 26, 31], "tij12": [2, 3, 25], "chapter": [2, 4, 5, 6, 7, 8, 9, 10, 11, 16, 18, 19, 20, 21, 23, 25, 29, 30, 35], "str10": [2, 3, 25], "In": [2, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 18, 19, 21, 23, 25, 26, 27, 28, 29, 30, 31, 35], "section": [2, 6, 10, 16, 18, 21, 30, 31], "textbook": [2, 11, 16, 23, 25, 29], "learn": [2, 8, 9, 10, 14, 16, 18, 25, 30, 31, 35], "foundat": [2, 6], "further": [2, 10, 27], "coursework": 2, "bayesian": 2, "just": [2, 4, 5, 6, 8, 9, 11, 16, 18, 19, 23, 27, 29, 30, 31, 35], "interact": [2, 29], "nerdi": 2, "peopl": [2, 5, 6, 8, 10, 18, 19, 21, 23, 30, 31, 35], "talk": [2, 4, 23, 30], "updat": [2, 35], "respons": [2, 8, 35], "solv": [2, 10, 11, 23, 28, 29, 30, 31], "mathbb": [2, 5, 6, 23, 31], "p": [2, 3, 5, 6, 7, 13, 23, 30, 31], "mid": [2, 23, 31], "b": [2, 3, 4, 10, 11, 13, 14, 19, 21, 26, 28, 29, 31], "given": [2, 8, 9, 10, 23, 28, 29, 30, 31, 35], "involv": [2, 10, 18, 23, 28, 30, 35], "observ": [2, 3, 4, 5, 6, 7, 8, 10, 13, 16, 18, 19, 23, 29, 35], "uncondit": [2, 23, 31], "prior": [2, 10, 18, 23], "belief": [2, 10, 23], "posterior": 2, "kind": [2, 4, 5, 6, 10, 11, 18, 21, 23, 26, 28, 29, 30, 31, 35], "environ": 2, "where": [2, 4, 5, 6, 7, 8, 10, 13, 14, 18, 19, 21, 23, 26, 28, 30, 31, 35], "gather": 2, "For": [2, 4, 5, 6, 7, 8, 9, 10, 13, 14, 18, 21, 23, 28, 29, 30, 31, 35], "medic": [2, 10, 35], "doctor": [2, 10], "assess": 2, "diseas": [2, 10, 31], "particular": [2, 4, 5, 6, 8, 29, 30], "test": [2, 3, 8, 9, 10, 13, 16, 18, 24, 25, 31, 35], "result": [2, 5, 6, 8, 10, 18, 21, 23, 28, 30, 31], "noth": [2, 7, 8, 10, 11, 21, 23, 31], "requir": [2, 5, 6, 10, 11, 14, 18, 28, 30, 35], "event": [2, 19, 23, 31], "organ": [2, 3, 11, 13, 16, 30, 35], "regard": [2, 11, 21, 30], "almost": 2, "anyth": [2, 8, 10, 11, 28, 35], "gener": [2, 3, 5, 6, 7, 11, 18, 21, 23, 28, 29, 30, 31, 35], "rule": [2, 4, 5, 6, 8, 10, 21, 28, 30, 35], "And": [2, 7, 10, 19, 23, 29, 30, 35], "here": [2, 10, 11, 16, 23, 28, 29, 31, 32, 33, 35], "concret": [2, 21], "english": 2, "word": [2, 4, 29, 30, 31, 35], "latin": 2, "french": 2, "origin": [2, 4, 10, 23, 35], "letter": [2, 14], "q": 2, "alwai": [2, 4, 7, 13, 23, 29, 30, 31, 35], "u": [2, 10, 19], "know": [2, 5, 6, 7, 8, 10, 18, 21, 23, 27, 29, 30, 31, 35], "start": [2, 5, 6, 7, 10, 16, 18, 23, 26, 28, 32, 33], "second": [2, 5, 6, 11, 13, 21, 23, 26, 28, 29, 31], "being": [2, 7, 8, 9, 10, 18, 21, 23, 26, 28, 31], "100": [2, 5, 6, 7, 10, 11, 15, 18, 19, 21, 23, 26, 29, 30, 31, 35], "howev": [2, 5, 6, 7, 8, 9, 19, 21, 29, 30], "veri": [2, 3, 5, 6, 7, 18, 23, 35], "like": [2, 4, 5, 6, 7, 8, 9, 10, 11, 13, 14, 18, 19, 21, 23, 26, 27, 29, 30, 31, 32, 33, 34, 35], "If": [2, 4, 5, 6, 7, 8, 9, 10, 11, 13, 14, 18, 19, 21, 23, 26, 27, 28, 29, 30, 31, 32, 33, 35], "drawn": [2, 4, 12, 23, 30, 31], "randomli": [2, 10, 18, 31], "would": [2, 4, 5, 6, 7, 8, 9, 10, 11, 14, 18, 21, 23, 27, 29, 30, 31, 35], "26": [2, 8], "also": [2, 4, 7, 8, 9, 10, 12, 19, 21, 22, 23, 26, 28, 29, 30, 31, 35], "simplic": [2, 4], "especi": [2, 8, 9, 10, 14, 23, 28, 30], "when": [2, 4, 5, 6, 7, 8, 9, 10, 14, 18, 19, 21, 23, 26, 28, 29, 30, 35], "depend": [2, 4, 5, 6, 8, 9, 23, 29, 31, 35], "see": [6, 8, 10, 18, 21, 27, 29, 31, 35], "abe12": [3, 11], "robert": 3, "abelson": 3, "principl": [3, 10, 11, 35], "argument": [3, 11, 18], "psycholog": 3, "press": 3, "2012": 3, "ap14": [3, 10], "joshua": 3, "d": [2, 3, 4, 13, 19, 21, 23, 30, 31, 35], "angrist": 3, "j": 3, "\u00f6": 3, "rn": 3, "steffen": 3, "pischk": 3, "master": [3, 28], "metric": 3, "path": [2, 3], "caus": [3, 8, 9, 10, 18, 21, 28, 30], "effect": [3, 8, 9, 10, 18, 21, 29, 31, 35], "princeton": 3, "univers": [3, 10, 18, 29], "2014": 3, "url": [3, 29, 34], "http": [3, 19, 29, 34], "clio": 3, "columbia": [3, 10, 23, 30, 35], "edu": 3, "catalog": [3, 11, 16, 35], "11221502": 3, "bhoconnell75": [3, 21], "bickel": 3, "hammel": 3, "w": 3, "o": [3, 21], "connel": 3, "bia": [3, 10, 18, 21, 30], "graduat": [3, 10, 21], "admiss": [3, 19, 21, 23, 31], "berkelei": [3, 21], "scienc": [3, 10, 21, 35], "187": 3, "4175": 3, "398": 3, "404": 3, "1975": 3, "www": 3, "jstor": 3, "org": 3, "stabl": 3, "1739581": 3, "visit": [3, 10], "2024": 3, "01": [2, 3, 31], "03": 3, "blm22": [3, 18], "luca": [3, 8], "braghieri": 3, "ro": 3, "ee": 3, "levi": 3, "alexei": 3, "makarin": 3, "social": [3, 4, 10, 18, 23, 30], "media": [3, 18], "mental": [3, 8, 18], "health": [3, 8, 10, 11, 18, 31], "american": [3, 19, 29], "econom": 3, "112": 3, "11": [3, 5, 6, 7, 23, 28, 29, 30, 31, 35], "3660": 3, "3693": 3, "2022": 3, "cc65": [3, 21], "william": [3, 21], "cochran": [3, 21], "paul": 3, "chamber": [3, 35], "plan": [3, 10], "studi": [2, 3, 7, 8, 10, 11, 16, 18, 29, 30, 32, 33, 35], "human": [3, 35], "journal": [3, 8, 21], "royal": 3, "societi": [3, 8, 9], "seri": [3, 34], "128": 3, "234": 3, "266": 3, "1965": [3, 21], "2344179": 3, "dvvb19": [3, 11, 35], "richard": [3, 10], "de": 3, "veaux": 3, "f": [2, 3, 13, 29, 34], "velleman": 3, "bock": 3, "stat": [3, 10, 27, 28, 34], "model": [3, 5, 6, 34, 35], "5th": 3, "edit": 3, "pearson": [3, 14, 29, 34], "addison": 3, "weslei": 3, "boston": 3, "2019": [3, 19], "dc18": [3, 10], "angu": 3, "deaton": 3, "nanci": 3, "cartwright": 3, "understand": [3, 10, 11, 16, 18, 21, 23, 28, 30], "misunderstand": 3, "random": [3, 4, 5, 6, 7, 8, 10, 18, 19, 21, 29, 30, 31, 35], "control": [3, 8, 10, 18, 21, 30, 31], "trial": [3, 5, 6, 8, 10, 14, 23], "medicin": [3, 21], "210": 3, "21": [3, 7, 34], "2018": 3, "fr99": [3, 10], "r": [3, 4, 8, 14, 28, 29, 31], "feynman": [3, 10], "robbin": 3, "pleasur": 3, "Of": [2, 3, 10, 30, 31], "thing": [3, 8, 10, 11, 19, 21, 23, 26, 27, 29, 34, 35], "best": [2, 3, 5, 6, 10, 23, 27, 29, 30], "short": [3, 10, 18, 27, 35], "helix": 3, "book": [3, 16, 32, 33], "basic": [3, 10, 16, 21, 34], "1999": 3, "isbn": 3, "9780738201085": 3, "2450053": 3, "fpp07": [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 16, 19, 20, 21, 23, 29, 30, 32, 33, 35], "david": 3, "freedman": 3, "pisani": 3, "roger": 3, "purv": 3, "ww": 3, "norton": 3, "compani": [3, 18, 28, 30, 35], "2007": 3, "6285515": 3, "fre91": [3, 18], "shoe": 3, "leather": 3, "sociolog": 3, "methodolog": 3, "291": 3, "313": 3, "1991": 3, "gal06": [3, 10], "galenson": 3, "old": [2, 3, 21, 23, 30], "young": [3, 21, 30], "genius": 3, "life": [3, 10], "cycl": [3, 8, 9, 10], "artist": [3, 10, 11, 31, 35], "creativ": [3, 10, 28], "2006": 3, "9780691121093": 3, "14140122": 3, "gel18": [3, 10], "andrew": 3, "gelman": 3, "benefit": [3, 10, 21, 35], "limit": [3, 5, 6, 7, 8, 18, 21, 35], "commentari": 3, "1982": 3, "48": [3, 23, 30], "49": [3, 7, 35], "gv21": [3, 35], "aki": 3, "vehtari": 3, "most": [3, 7, 10, 11, 18, 29, 30, 31, 35], "import": [3, 15, 16, 26, 27, 28, 31, 32, 33], "idea": [3, 10, 16, 28, 29, 35], "past": [3, 8, 13, 21, 28, 35], "50": [2, 3, 5, 6, 7, 15, 19, 21, 23, 30, 31, 34, 35], "year": [2, 3, 8, 10, 21, 23, 29, 35], "associ": [3, 8, 9, 11, 21, 30], "116": 3, "536": 3, "2087": 3, "2097": 3, "2021": [3, 35], "han08": [3, 11], "hand": [3, 21, 23], "introduct": [3, 18], "oxford": 3, "usa": 3, "2008": 3, "14180088": 3, "her09": [3, 35], "cedric": 3, "her": [3, 4, 10, 23, 35], "divers": [3, 35], "pai": [3, 10, 11, 14, 23, 31], "gender": [3, 18, 35], "busi": [3, 8, 10, 30, 35], "case": [3, 4, 7, 10, 11, 18, 21, 23, 26, 28, 29, 30, 31, 35], "74": [3, 30], "208": 3, "224": 3, "2009": 3, "her17": [3, 35], "Is": [2, 3, 4, 8, 18, 19, 21, 23, 28], "still": [2, 3, 8, 9, 10, 16, 18, 21, 26, 31, 35], "good": [2, 3, 7, 10, 11, 16, 18, 23, 26, 28, 29, 30, 31, 32, 33, 35], "82": [3, 8, 31], "868": 3, "877": 3, "2017": [3, 35], "kkm01": [3, 35], "arn": 3, "l": [2, 3], "kalleberg": 3, "knoke": 3, "peter": [3, 28], "v": 3, "marsden": 3, "nation": [3, 8, 35], "NOS": 3, "1996": [3, 35], "1997": [3, 35], "inter": 3, "consortium": 3, "polit": [3, 30], "research": [3, 7, 8, 10, 18, 21, 30, 31, 35], "ann": 3, "arbor": 3, "mi": 3, "2001": 3, "kna15": [3, 35], "cole": 3, "nussbaum": 3, "knaflic": 3, "storytel": [3, 10], "visual": [3, 4, 19], "guid": 3, "profession": [3, 8, 28, 29], "john": [3, 18, 35], "wilei": 3, "son": [3, 13, 29, 34], "2015": 3, "ktx20": [3, 10], "ron": 3, "kohavi": 3, "dian": 3, "tang": 3, "ya": 3, "xu": 3, "trustworthi": [3, 29], "onlin": [3, 27], "experi": [3, 8, 9, 16, 21, 23, 30, 35], "practic": [3, 7, 10, 21, 28, 30], "cambridg": 3, "2020": [3, 8], "mb72": [3, 21], "mai": [3, 10, 28], "karl": 3, "bemesderf": 3, "inquiri": 3, "duxburi": 3, "1972": 3, "mjel21": [3, 8, 9], "elli": 3, "monk": 3, "jr": 3, "michael": [3, 8, 10], "h": [2, 3, 5, 6, 23, 31], "esposito": 3, "hedwig": 3, "lee": 3, "behold": 3, "inequ": [3, 35], "return": [3, 4, 5, 6, 7, 8, 9, 28], "physic": [3, 8, 9, 18], "attract": [3, 8, 9, 30], "unit": [3, 4, 6, 8, 11, 29, 35], "state": [3, 5, 6, 8, 10, 11, 18, 21, 35], "127": 3, "194": 3, "241": 3, "doi": 3, "1086": 3, "715141": 3, "ros17": [3, 18], "rosenbaum": 3, "causal": [3, 8, 9, 10, 21, 23, 31], "infer": [3, 6, 7, 21, 31, 34], "harvard": [3, 8, 18], "15176619": 3, "sch21": [3, 35], "jonathan": 3, "schwabish": 3, "better": [2, 3, 4, 10, 11, 18, 21, 23, 26, 27, 28, 29, 30, 35], "scholar": 3, "wonk": 3, "15473733": 3, "smg": [3, 35], "12": [2, 3, 10, 28, 29, 30, 34, 35], "lisa": [3, 10], "shu": 3, "nina": 3, "mazar": 3, "francesca": 3, "gino": 3, "dan": 3, "ari": 3, "max": [3, 34], "bazerman": 3, "sign": [2, 3, 4, 8, 14, 23, 26, 29, 35], "begin": [3, 6, 10, 21, 23, 31, 35], "make": [2, 3, 4, 5, 6, 7, 10, 11, 14, 18, 21, 26, 28, 29, 31, 32, 33, 35], "ethic": [3, 21, 35], "salient": [3, 35], "decreas": [3, 4, 8, 35], "dishonest": [3, 35], "report": [3, 7, 10, 11, 21, 30, 31, 35], "comparison": [3, 10, 18, 21, 31, 35], "end": [3, 10, 26, 31, 35], "proceed": 3, "academi": 3, "109": 3, "38": 3, "15197": 3, "15200": 3, "sns21": [3, 35], "uri": 3, "simonsohn": 3, "leif": 3, "nelson": 3, "joe": 3, "simmon": 3, "98": [3, 31], "evid": [3, 11, 18, 35], "fraud": [3, 23], "influenti": [3, 35], "field": [3, 16, 32, 33, 35], "dishonesti": 3, "colada": [3, 23], "datacolada": 3, "sno49": [3, 18], "snow": [3, 18], "On": [3, 21, 29], "mode": 3, "commun": [3, 11, 35], "cholera": [3, 18], "churchil": 3, "1849": 3, "ste23": [3, 10], "megan": 3, "stevenson": [3, 10], "structur": [2, 3, 29, 31, 35], "world": [2, 3, 11, 23, 26, 35], "law": [3, 5, 6, 10, 18], "2023": [3, 21], "sbl17": [3, 35], "dragana": 3, "stojmenovska": 3, "thij": 3, "bol": 3, "thoma": 3, "leopold": 3, "857": 3, "867": 3, "steven": 3, "strogatz": 3, "chanc": [3, 7, 11, 16, 23, 31], "york": [3, 10], "time": [2, 3, 5, 6, 7, 8, 11, 13, 16, 19, 21, 23, 28, 29, 31], "2010": 3, "archiv": 3, "nytim": 3, "com": [3, 19, 29, 34], "opinion": [3, 10, 30], "blog": 3, "04": [3, 7], "25": [2, 3, 4, 19, 21, 23, 31, 35], "tijm": 3, "9781107658561": 3, "id": 35, "fjprjj65hwic": [], "tk83": [3, 23], "amo": 3, "tverski": 3, "daniel": 3, "kahneman": 3, "extension": 3, "versu": [3, 10], "intuit": 3, "conjunct": 3, "fallaci": 3, "judgment": [3, 11], "293": 3, "1983": 3, "yul99": [3, 8, 9], "udni": [3, 8, 9], "yule": [3, 8, 9], "investig": [3, 8, 9, 10, 23, 35], "pauper": [3, 8, 9], "england": [3, 8, 9], "chiefli": 3, "dure": 3, "last": [3, 10, 21, 30, 31, 35], "intercens": 3, "decad": 3, "part": [3, 11, 23, 31, 35], "62": [3, 30, 34], "249": 3, "295": 3, "1899": 3, "previous": [4, 8], "summar": [2, 4, 29], "histogram": [4, 5, 6, 7, 16, 19, 31, 33], "represent": [4, 23], "sometim": [4, 8, 10, 23, 27, 29, 35], "lack": [2, 4, 10, 21, 31, 35], "precis": [4, 5, 6, 28, 35], "so": [4, 8, 10, 13, 14, 18, 19, 21, 23, 26, 27, 28, 29, 30, 31, 32, 33, 35], "now": [2, 4, 8, 19, 28, 29, 31, 34, 35], "distribut": [4, 5, 6, 8, 16, 23, 29, 30], "number": [4, 5, 6, 7, 10, 11, 14, 21, 23, 26, 27, 28, 30, 31, 32, 33, 35], "its": [2, 4, 5, 6, 8, 10, 11, 14, 18, 23, 30], "altern": [4, 8, 10, 18, 23], "includ": [2, 4, 10, 11, 12, 16, 18, 23, 27, 29, 31, 32, 33, 35], "median": [4, 14], "interquartil": 4, "rang": [4, 5, 6, 29], "respect": [4, 23, 29, 30], "n": [4, 5, 6, 7, 8, 23, 29, 30, 31], "sum": [2, 4, 14, 23, 30, 31, 35], "divid": [4, 18, 21, 23, 30], "notat": [4, 16, 23, 29, 31], "bar": [4, 35], "mu": 4, "prefer": [4, 18, 23, 26, 28, 30, 31], "summat": 4, "frac": [2, 4, 5, 6, 7, 8, 23, 29, 30, 31], "sum_": [4, 8, 29], "x_i": [4, 8], "middl": 4, "even": [4, 5, 6, 10, 21, 23, 26, 30, 31], "less": [2, 4, 5, 6, 8, 10, 18, 23, 28, 29, 30, 31], "affect": [2, 4, 10, 35], "extrem": [4, 8, 19, 29, 35], "have": [2, 4, 5, 6, 7, 8, 9, 10, 11, 12, 14, 18, 19, 21, 23, 27, 28, 29, 30, 31, 32, 33, 34, 35], "both": [4, 5, 6, 8, 9, 10, 11, 18, 19, 21, 23, 30, 31, 35], "similar": [2, 4, 5, 6, 8, 10, 21, 23, 29, 31, 35], "symmetr": [4, 19, 35], "extend": [4, 19], "94": 4, "increas": [4, 5, 6, 8, 9, 10, 23, 29, 31, 35], "5": [2, 4, 5, 6, 11, 14, 19, 21, 23, 29, 30, 34, 35], "repres": [4, 5, 6, 8, 23, 30, 31, 35], "might": [4, 5, 6, 8, 9, 10, 11, 14, 18, 21, 23, 26, 28, 29, 30, 31, 32, 33, 35], "often": [2, 4, 7, 8, 10, 14, 21, 23, 28, 29, 30, 35], "avoid": [4, 10, 21, 35], "influenc": [4, 8, 9, 10, 30], "fig": [2, 4, 7, 8, 21, 23, 29, 30, 35], "15": [4, 19, 23, 30, 35], "show": [2, 4, 5, 6, 8, 9, 10, 12, 15, 19, 21, 23, 29, 34, 35], "skew": [4, 19, 35], "vertic": [4, 29, 35], "which": [2, 4, 5, 6, 8, 9, 10, 11, 18, 19, 21, 23, 27, 29, 30, 31, 32, 33, 35], "mark": [4, 8, 16, 31], "heavier": 4, "orang": [2, 4, 8, 9, 10], "white": [4, 10, 35], "while": [4, 26, 29, 30], "equal": [2, 4, 7, 11, 12, 14, 21, 23, 26, 29, 30, 31, 35], "area": [4, 6, 7, 12, 21, 23, 27, 35], "side": [2, 4, 10, 18, 23], "balanc": [4, 5, 6], "imagin": [2, 4, 7, 10, 18, 21, 23, 29, 30], "tip": [4, 7, 35], "toward": [4, 23, 35], "long": [4, 5, 6, 7, 10, 14, 23, 35], "tail": [4, 5, 6, 14, 19, 23, 35], "leverag": [4, 14, 18], "exert": 4, "size": [4, 5, 6, 8, 11, 12, 18, 29, 30, 31, 35], "aka": 4, "entri": 4, "sqrt": [4, 5, 6, 7, 8, 23, 29, 30], "m": [4, 23, 29], "absolut": [4, 5, 6, 12, 13, 14], "fit": [4, 29, 31, 34, 35], "algebra": [4, 16, 29], "statistician": [4, 8, 9, 11, 29, 35], "get": [4, 5, 6, 7, 8, 9, 10, 14, 16, 18, 21, 23, 26, 28, 30, 34], "notion": [4, 11], "take": [2, 4, 6, 7, 8, 9, 10, 11, 16, 18, 21, 23, 28, 30, 31], "measur": [4, 8, 9, 10, 11, 21, 29, 31, 35], "refer": [4, 11, 13, 23, 26, 31, 35], "singl": [2, 4, 6, 10, 14, 18, 19, 23, 29, 30, 31, 35], "rm": [4, 29], "tabl": [2, 4, 8, 9, 21, 27, 29, 31, 35], "complic": [4, 10, 26, 28, 30, 32, 33], "our": [4, 5, 6, 7, 10, 11, 23, 27, 28, 29, 30, 31], "technic": [4, 35], "oppos": 4, "These": [4, 10, 11, 13, 16, 19, 23, 30, 31, 35], "slightli": 4, "instead": [4, 5, 6, 7, 8, 10, 12, 16, 21, 23, 28, 29, 30, 35], "appreci": [4, 8, 29], "sheet": [4, 5, 6, 12, 14, 28, 31, 32, 33, 34, 35], "stdevp": [4, 14, 32, 33], "cover": [4, 7, 10, 19, 29, 35], "subset": [4, 14, 21, 23, 30], "larger": [4, 5, 6, 7, 23, 30, 35], "later": [4, 10, 14, 18, 19, 28, 31, 34], "cours": [4, 10, 16, 18, 19, 21, 28, 30, 32, 33, 34], "entir": [4, 10, 11, 14, 16, 29, 30], "think": [2, 4, 10, 11, 19, 21, 23, 30], "term": [2, 4, 5, 6, 29, 30, 31, 35], "predict": [4, 8, 9, 10, 29, 30, 34], "algorithm": 4, "guess": [4, 5, 6, 23, 28, 29], "expect": [2, 4, 5, 6, 7, 8, 9, 10, 11, 14, 19, 21, 31, 35], "keep": [4, 34], "vagu": 4, "68": [4, 5, 6, 7, 29], "95": [4, 5, 6, 7, 29, 30], "thumb": [4, 30, 35], "explain": [2, 4, 10, 21, 23, 28, 29, 31, 35], "yardstick": 4, "roughli": [4, 28], "one": [2, 4, 5, 6, 7, 8, 9, 10, 11, 18, 19, 21, 23, 26, 28, 29, 30, 31, 35], "true": [2, 4, 5, 6, 7, 10, 13, 21, 30], "between": [4, 5, 6, 7, 8, 9, 10, 12, 18, 19, 21, 23, 29, 30, 35], "fals": [2, 4, 10, 21, 31, 34], "justifi": [4, 5, 6, 8, 9, 19], "suppos": [2, 4, 5, 6, 10, 13, 18, 21, 23, 27, 29, 30, 31, 35], "taylor": [4, 35], "swift": [4, 35], "launch": 4, "own": [4, 7, 10, 18, 21, 28, 30, 31, 35], "network": 4, "member": [4, 7, 10, 21, 23, 30], "nobodi": [4, 23, 35], "els": [4, 11, 23, 26, 28], "As": [4, 10, 18, 19, 21, 23], "courtesi": 4, "everyon": [4, 11, 21, 29], "back": [2, 4, 14, 23, 28, 29], "illustr": [4, 6, 7, 31], "possibl": [4, 10, 14, 18, 19, 21, 23, 26, 29, 31, 35], "three": [2, 4, 8, 9, 10, 13, 14, 18, 23, 30, 31, 34, 35], "seven": 4, "twelv": 4, "yellow": 4, "circl": [4, 23], "greater": [4, 8, 12, 19, 23, 29, 31], "than": [2, 4, 5, 6, 8, 10, 11, 18, 19, 21, 23, 27, 28, 29, 30, 31, 34, 35], "c": [2, 4, 10, 13, 14, 19, 23, 31], "ever": 4, "exce": [4, 23], "ha": [2, 4, 5, 6, 8, 11, 18, 19, 21, 23, 29, 30, 31, 35], "13": [4, 21, 23, 31, 35], "hold": [4, 19, 26, 30], "1989": 4, "formula": [4, 5, 6, 13, 29, 30, 31, 34], "euclidean": 4, "distanc": [4, 29], "coordin": [4, 14, 23], "system": 4, "without": [2, 4, 8, 9, 10, 11, 13, 14, 18, 23, 30, 31, 35], "relationship": [8, 9, 10, 21, 23, 29, 31], "explor": [8, 9, 18, 35], "notic": [8, 9, 29], "trend": [8, 9, 21, 29, 35], "shape": [6, 8, 9, 19, 29, 31, 35], "inch": [8, 9], "65": [8, 9, 30, 34], "59": [7, 8, 9, 34, 35], "63": [8, 9, 31, 34], "slope": [8, 9, 13, 31, 34], "upward": [8, 9], "downward": [8, 9], "neg": [2, 5, 6, 8, 9, 10, 18, 19, 21, 29, 35], "strong": [8, 9], "indic": [2, 8, 9, 18, 21, 23, 30, 31], "hi": [2, 8, 9, 10, 13, 18, 21], "shown": [8, 9, 14, 19, 31], "axi": [8, 9, 19, 29, 31, 35], "thought": [2, 5, 6, 8, 9, 10], "languag": [8, 9, 14, 21, 23, 28], "suggest": [8, 9, 18, 19, 23, 34, 35], "direct": [8, 9, 16, 34], "hypothes": [8, 9, 35], "class": [8, 9, 12, 14, 18, 31, 35], "cautiou": [8, 9], "claim": [8, 9, 18, 21], "ahead": [8, 9, 10], "too": [2, 8, 9, 10, 18, 28, 31], "much": [8, 9, 10, 11, 14, 19, 29, 31, 35], "angst": [8, 9], "hesit": [8, 9], "readi": [8, 9, 18], "humbl": [8, 9], "ultim": [8, 9, 31, 35], "backward": [8, 9, 10], "hour": [8, 9, 19, 29], "sleep": [8, 9, 19, 29], "perform": [8, 9, 10, 29], "dai": [8, 9, 23, 29, 30, 31], "public": [8, 9, 30], "assist": [8, 9], "welfar": [8, 9], "poverti": [8, 9], "incom": [8, 9, 10, 21, 29, 30, 31, 35], "tempor": [8, 9], "preced": [8, 9], "choic": [2, 8, 9, 10, 18, 21, 23, 29, 31, 34], "consid": [2, 7, 8, 9, 10, 11, 19, 21, 30, 31, 35], "don": [2, 8, 9, 10, 18, 21, 23, 26, 28, 30, 32, 33, 35], "stanc": [8, 9], "spend": [8, 9, 29], "believ": [8, 9, 10, 21], "promot": [8, 9, 21], "break": [8, 9, 10, 28], "lead": [2, 8, 9, 10, 30], "compat": [8, 9], "recogn": [8, 9], "respond": [8, 9, 21, 30, 35], "level": [8, 9, 10, 21, 23, 29, 35], "examin": [8, 9, 10, 19], "figur": [2, 6, 8, 9, 10, 19, 28, 35], "denot": [8, 31], "free": [8, 14, 18, 21], "cluster": [8, 9], "around": [8, 9, 29], "fall": [5, 6, 8, 9, 30], "matter": [2, 8, 10, 11, 23, 28, 29, 30], "shouldn": [8, 10, 21], "confus": [8, 31], "tight": 8, "perfectli": [8, 31], "linearli": [8, 29], "200": [2, 5, 6, 8, 18, 31, 35], "moder": 8, "lower": [8, 10, 19, 21, 30, 31], "drag": [8, 29], "delet": 8, "individu": [2, 8, 10, 18, 23, 30, 31, 35], "twice": [8, 31], "natur": [5, 6, 8, 10, 16, 23, 29, 34, 35], "sens": [7, 8, 11, 29], "correlaton": 8, "80": [2, 5, 6, 8, 21, 35], "sai": [5, 6, 7, 8, 11, 18, 21, 23, 28, 29, 35], "deeper": [8, 16], "stronger": [8, 21], "adjust": [8, 21, 23, 30, 35], "nois": [5, 6, 8, 29], "paramet": [7, 8, 30], "few": [2, 8, 11, 16, 19, 26, 28, 29, 35], "tend": [8, 10, 23], "unless": [8, 28], "underscor": [8, 21], "product": [2, 8, 21, 31, 35], "standard": [5, 6, 7, 8, 11, 21, 27, 28, 29, 30, 32, 33], "_x": [8, 29], "sd": [5, 6, 7, 8, 14, 19, 29, 30, 31, 32, 33, 34], "y_i": 8, "_y": [8, 29], "move": [8, 10, 30, 35], "togeth": [8, 23, 31], "opposit": [8, 30, 31], "goe": [8, 10, 21, 31, 35], "up": [2, 5, 6, 7, 8, 10, 19, 23, 28, 30, 31, 35], "down": [2, 5, 6, 8, 11, 13, 18, 21, 29, 35], "quadrant": 8, "push": [8, 31], "right": [2, 5, 6, 7, 8, 10, 13, 14, 21, 23, 28, 29, 35], "eight": [2, 8, 23], "must": [2, 7, 8, 10, 18, 19, 23, 31], "zero": [5, 6, 8, 13, 19, 21, 23, 29, 30, 35], "cdot": [2, 5, 6, 8, 23, 31], "Then": [5, 6, 8, 18, 23, 29, 31, 33], "dfrac": [8, 19, 31], "prime": 8, "unchang": 8, "per": [8, 11, 14, 29], "corrrel": 8, "footbal": [8, 29], "meant": [8, 16, 30, 35], "obvious": 8, "surprisingli": 8, "precic": 8, "aris": [8, 19, 21, 23, 29], "bell": [6, 8, 19, 35], "taper": 8, "come": [5, 6, 7, 8, 10, 11, 18, 19, 21, 23, 29, 35], "fewer": [8, 10, 18, 26, 29, 35], "anscomb": 8, "quartet": 8, "four": [8, 23, 31], "demonstr": [5, 6, 8, 19, 21, 23, 29, 31], "panel": [8, 21, 35], "obviou": [8, 18, 28], "rate": [8, 19, 21, 31, 35], "phrase": [2, 8], "impli": [8, 19, 21, 35], "utter": [8, 10], "recognit": 8, "quantifi": [5, 6, 8, 21], "highli": 8, "spuriou": 8, "confound": [8, 10, 18, 21, 31], "third": [8, 31, 32, 33], "give": [2, 7, 8, 13, 18, 19, 23, 30, 31], "misinterpret": [8, 29], "articl": [8, 35], "leader": 8, "stop": 8, "One": [5, 6, 8, 10, 23, 30, 31], "classic": [8, 18], "economist": 8, "ebai": 8, "analyz": [8, 11, 18, 21], "conduct": [7, 8], "found": [2, 5, 6, 7, 8, 13, 19, 21, 23, 29, 30, 35], "were": [2, 7, 8, 10, 11, 13, 18, 21, 23, 30, 31, 35], "larg": [5, 6, 7, 8, 10, 11, 16, 18, 23, 30, 35], "wast": 8, "despit": [8, 10, 21, 35], "market": 8, "team": [2, 8], "advertis": 8, "target": 8, "shop": [5, 6, 8, 30, 35], "custom": [5, 6, 8, 12, 18, 21, 30, 35], "pre": [8, 10, 16, 35], "exist": [8, 10], "purchas": 8, "decis": [8, 21], "made": [2, 5, 6, 8, 11, 13, 18, 21, 23, 30, 35], "mistak": [8, 13, 35], "underappreci": 8, "factor": [5, 6, 8, 10, 14, 30, 31], "wa": [8, 10, 11, 18, 21, 23, 27, 28, 29, 30, 35], "higher": [8, 18, 19, 21, 29, 31, 35], "sale": 8, "interest": [2, 7, 8, 10, 14, 21, 23, 29, 30, 31, 34, 35], "spent": 8, "regardless": [2, 8, 21, 30], "polic": [8, 31], "crime": [8, 31], "highlight": [8, 21, 35], "chicken": [8, 31, 35], "egg": [8, 28, 31], "problem": [2, 8, 10, 18, 23, 28, 30, 31], "washington": 8, "post": [8, 10, 21], "conclud": [8, 31], "local": [8, 30], "over": [5, 6, 8, 10, 11, 18, 19, 21, 23, 26, 28, 30, 31, 35], "60": [5, 6, 8, 29, 30, 35], "mislead": [8, 21], "driver": 8, "scenario": [8, 10, 29], "fact": [2, 5, 6, 8, 11, 19, 21, 30], "reduct": [8, 11], "1800": 8, "naiv": [8, 21], "itself": [8, 14], "movi": 8, "theater": 8, "clerk": 8, "want": [2, 7, 8, 10, 13, 16, 23, 27, 28, 29, 30, 31, 34], "daili": [8, 10], "ticket": [2, 5, 6, 8, 23, 31], "matt": [8, 31], "damon": [8, 31], "wahlberg": [8, 31], "he": [8, 10, 18, 21, 23], "record": [8, 30, 35], "week": [8, 31], "mondai": [8, 31], "tuesdai": [8, 31], "wednesdai": [8, 31], "mix": [8, 10, 14, 35], "oop": 8, "mess": [8, 28], "again": [2, 7, 8, 10, 19, 21, 23, 31, 32, 33, 34], "turn": [2, 8, 21, 29, 30], "initi": [8, 10, 23, 31], "correct": [7, 8, 11, 23, 26, 28, 30], "journalist": 8, "bloat": 8, "colleg": [8, 18, 19], "hire": [8, 10, 29], "faculti": [8, 10], "employe": [8, 29], "focus": [8, 31, 34, 35], "thei": [2, 5, 6, 7, 8, 10, 11, 16, 18, 21, 23, 28, 29, 30, 31, 35], "mani": [2, 5, 6, 7, 8, 10, 16, 18, 19, 21, 23, 27, 29, 30, 31, 35], "campus": [8, 18], "monei": [8, 21, 29, 31], "trust": 8, "write": [2, 5, 6, 8, 21, 26, 28, 29, 31, 32, 33], "accus": 8, "school": [8, 10, 16, 18, 19, 21, 31], "award": [8, 31], "driven": [8, 11, 35], "merit": [8, 31], "why": [8, 10, 11, 21, 23, 29, 30, 35], "befor": [2, 10, 16, 18, 21, 23, 28, 30, 31, 35], "continu": [10, 19, 21, 30, 31, 35], "next": [2, 10, 13, 23, 27, 28, 29, 30, 35], "vaccin": 10, "prevent": [10, 30, 32, 33], "excus": 10, "charter": [10, 18], "produc": [10, 16, 28, 33, 35], "outcom": [2, 5, 6, 10, 18, 23], "Will": 10, "my": [2, 10, 21, 23, 28, 31, 35], "cuni": 10, "At": [10, 21, 29], "peak": [10, 35], "seek": 10, "impact": [10, 18, 23, 35], "intervent": 10, "guidanc": 10, "polici": [10, 18], "similarli": [10, 14, 29], "attribut": [10, 21], "student": [10, 16, 18, 19, 23, 30, 31], "success": [5, 6, 10, 14, 35], "attend": [10, 18, 21], "mere": [10, 18, 30, 35], "manag": 10, "degre": [10, 14], "predictor": 10, "qualif": 10, "job": [10, 14, 28, 29], "intellig": 10, "easi": [10, 18, 21, 28, 29, 30], "train": 10, "those": [7, 10, 11, 18, 21, 23, 28, 29, 30, 31, 32, 33], "qualiti": [2, 10, 18, 30, 31, 35], "purpos": [10, 11, 14, 27, 28, 29, 35], "possess": 10, "arriv": [10, 23, 29], "campu": 10, "could": [2, 10, 18, 21, 23, 28, 29, 30, 31, 35], "resum": 10, "perhap": [10, 26, 30, 35], "genet": 10, "water": [10, 18, 35], "hometown": 10, "format": 10, "preschool": 10, "valuabl": 10, "signal": 10, "remain": [2, 10, 21, 23], "shock": 10, "scandal": 10, "prestig": 10, "thu": [5, 6, 7, 10, 29, 30, 31, 35], "fun": 10, "marvel": 10, "jordan": 10, "basketbal": [2, 10, 29], "career": 10, "shakespear": 10, "categor": [10, 35], "earli": [10, 18, 31], "surfac": 10, "explicit": [10, 23, 28], "propos": [10, 21, 30], "theori": [7, 10, 18, 30, 35], "theoriz": [10, 29], "creep": 10, "territori": 10, "themselv": 10, "tell": [2, 10, 21, 23, 28, 31, 34], "challeng": 10, "simplist": 10, "reliabl": [10, 11, 18, 21], "practition": 10, "speak": [10, 23, 28], "hiearchi": 10, "simpl": [10, 28, 29, 30, 34, 35], "hierarchi": 10, "base": [2, 5, 6, 7, 10, 11, 16, 21, 23, 29, 30, 31, 35], "systemat": [10, 29, 30], "meta": 10, "analysi": [10, 11, 14, 16, 18, 21, 29], "anecdot": 10, "expert": [10, 30], "vitamin": [10, 21], "improv": [10, 21, 29, 31], "progress": [10, 18, 22], "method": [10, 21, 23, 35], "treatment": [10, 16, 18, 21, 31], "treat": [10, 21, 28], "group": [5, 6, 10, 18, 21, 23, 30, 31, 35], "Their": [10, 14], "compar": [5, 6, 10, 18, 21, 26, 35], "clip": 10, "simpson": 10, "sell": 10, "tiger": 10, "repel": 10, "rock": 10, "father": [10, 13, 29, 34], "she": [2, 10, 21, 23], "abl": [10, 18, 28, 35], "appeal": 10, "homer": 10, "presenc": 10, "suffer": [10, 14], "attack": 10, "prowl": 10, "springfield": 10, "courtroom": 10, "pose": 10, "But": [5, 6, 10, 11, 18, 21, 23, 31, 35], "defend": 10, "action": 10, "harm": 10, "occur": [10, 21, 23, 30, 31], "onc": [10, 23, 27], "anoth": [2, 5, 6, 10, 11, 14, 18, 23, 26, 31, 35], "Not": [10, 11, 31, 35], "yet": [5, 6, 10], "relev": [10, 11, 18, 29, 31], "With": [7, 10, 21, 23, 30, 31], "dissimilar": 10, "fulli": [10, 30], "afford": 10, "baselin": [10, 35], "behavior": [10, 23], "To": [5, 6, 7, 10, 14, 21, 27, 29, 31, 32, 33], "understood": [10, 29, 30, 31], "bad": [2, 10, 18, 23, 26, 28, 29, 30, 31, 35], "exactli": [10, 23, 29, 35], "chosen": [2, 10, 18, 26, 35], "express": [2, 5, 6, 10], "wouldn": [10, 30], "ensur": [10, 13, 28, 30, 31], "them": [2, 5, 6, 10, 21, 28, 30, 35], "eat": [10, 21], "healthier": [10, 21, 35], "said": [10, 21, 23], "contemporan": 10, "enlist": 10, "navi": 10, "18th": 10, "centuri": 10, "sailor": 10, "ate": 10, "hardtack": 10, "interven": 10, "regimen": 10, "closer": [10, 21, 34, 35], "period": [10, 11, 31], "threaten": 10, "valid": [10, 31], "black": [10, 30, 34], "account": [5, 6, 10, 19, 30, 31], "demograph": [10, 30, 35], "bone": 10, "procedur": [7, 10], "femur": 10, "hard": [10, 23, 28, 29, 35], "dramat": 10, "socioeconom": 10, "statu": [10, 18], "unlik": [5, 6, 10, 21, 30], "biolog": 10, "process": [5, 6, 10, 19, 23, 29, 35], "heal": 10, "ai": 10, "task": [10, 27], "worth": [5, 6, 10, 23, 35], "run": [5, 6, 7, 10, 21, 23, 26, 27, 28, 29, 32, 33, 34], "invol": 10, "lot": [10, 14, 21, 29, 33, 35], "try": [2, 7, 10, 21, 23, 30, 31], "stuff": [10, 34], "happen": [10, 14, 21, 23, 26, 27, 29], "placebo": 10, "particip": [10, 23], "pain": 10, "blind": [10, 31], "doubl": [10, 23, 30, 31], "someon": [10, 11, 14, 19, 21, 28, 29, 30, 31], "evalu": 10, "shan": 10, "carri": [5, 6, 10, 23], "awai": [2, 10, 23, 35], "caution": [10, 23], "literatur": [10, 18], "full": 10, "paper": [10, 23], "rigor": 10, "somehow": [10, 23], "suffus": 10, "through": [2, 10, 16, 21, 29, 35], "folli": 10, "overst": 10, "facebook": [10, 18], "notif": 10, "reduc": [10, 30, 34, 35], "activ": [10, 23, 35], "crimin": 10, "legal": 10, "space": [10, 35], "scale": [10, 12, 18, 29, 35], "expans": [2, 10, 18], "program": [10, 21, 26, 28], "tough": 10, "scare": [10, 14], "straight": 10, "ones": 10, "barack": 10, "obama": 10, "brother": 10, "keeper": 10, "note": [2, 5, 6, 10, 14, 16, 19, 23, 26, 27, 28, 30, 31, 34, 35], "engin": 10, "cautious": 10, "jame": 10, "lind": 10, "scurvi": 10, "debilit": 10, "defici": 10, "scourg": 10, "british": 10, "1742": 10, "surgeon": [10, 11, 21], "hm": 10, "salisburi": 10, "cure": 10, "chose": 10, "seamen": 10, "ident": [5, 6, 10, 18, 23], "diet": [10, 21, 29], "form": [2, 10, 11, 28, 35], "six": [10, 28, 29], "supplement": [10, 16], "food": [7, 10, 29], "ration": 10, "extra": 10, "lemon": 10, "acid": 10, "though": [10, 11, 18, 19, 21, 26, 29, 30], "sampl": [2, 7, 10, 11, 13, 14, 16, 19], "pioneer": 10, "citru": 10, "eater": 10, "britain": 10, "limei": 10, "quickli": [10, 27], "incontrovert": 10, "emerg": [10, 19], "wrong": [2, 10, 21, 23, 28, 30, 31], "approach": [5, 6, 10, 31], "didn": [2, 10, 21, 28], "role": [10, 21, 35], "got": [2, 5, 6, 10, 21, 29], "essenti": [10, 18, 21, 31], "recommend": [10, 16, 35], "disciplin": [10, 11], "indulg": 10, "chain": 10, "cider": 10, "therefor": [2, 5, 6, 10, 18, 19, 23, 31], "luckili": [10, 18, 28], "otherwis": [5, 6, 10, 18, 30, 35], "attempt": [10, 16, 18, 30, 31, 35], "scientif": 10, "integr": 10, "beyond": [10, 16, 19, 30, 31, 34, 35], "ly": 10, "put": [2, 10, 23, 30, 31], "famou": [10, 35], "cargo": 10, "cult": 10, "address": 10, "honesti": [10, 35], "lean": 10, "re": [2, 10, 11, 13, 23, 28, 35], "invalid": 10, "ve": [10, 21, 23, 32, 33, 35], "elimin": [10, 18], "sure": [10, 28], "fellow": 10, "been": [10, 18, 21, 35], "detail": [10, 18, 35], "throw": [10, 23], "doubt": 10, "all": [2, 5, 6, 7, 10, 11, 12, 14, 18, 19, 23, 27, 28, 29, 30, 31, 35], "final": [10, 11, 23, 30], "forget": [10, 28], "mostli": [10, 11, 29], "look": [10, 11, 13, 21, 23, 29, 30], "conundrum": 10, "zealot": 10, "st": 10, "joseph": 10, "mari": 10, "classroom": 10, "innov": 10, "adopt": 10, "judg": [10, 11], "failur": 10, "dismiss": 10, "ask": [2, 10, 23, 28, 30, 35], "known": [2, 10, 30, 34], "pupil": 10, "curriculum": 10, "academ": 10, "stand": [10, 26, 29], "teacher": 10, "governor": 10, "mechan": [10, 18], "whether": [10, 21, 23, 29, 35], "appli": [2, 5, 6, 10, 16, 21, 23, 29, 31], "adapt": 10, "successfulli": 10, "sentenc": [10, 11, 28], "easili": 10, "comfort": [10, 11, 16, 21], "ambigu": [10, 11, 28, 29], "toler": [10, 30], "slow": 10, "build": [10, 30], "000": [2, 10, 21, 30, 31, 35], "20": [2, 5, 6, 7, 10, 21, 23, 29, 30, 34, 35], "electr": [10, 31], "toothbrush": [10, 31], "vs": [10, 29, 31, 32, 33], "fail": [10, 11, 31, 35], "lotteri": [10, 18], "due": [10, 31], "intern": 10, "revenu": [10, 35], "servic": [10, 30], "audit": 10, "taxpay": 10, "high": [2, 10, 16, 18, 19, 21, 29, 35], "fat": 10, "low": [2, 10, 14, 21, 29], "rand": [10, 21], "insur": [10, 21, 35], "util": 10, "hypothesi": [10, 16, 35], "comprehens": 10, "coverag": 10, "overus": 10, "cost": [10, 21], "simplif": [10, 21, 30], "partial": [10, 30], "potenti": [10, 18, 30], "attrit": 10, "remov": [10, 23, 35], "substanti": 10, "across": [10, 14, 18, 35], "problemat": 10, "intens": 10, "specul": 10, "deliv": [7, 10], "caltech": 10, "1974": 10, "commenc": 10, "defin": [11, 18, 21, 27, 28, 31], "definit": [11, 18, 31], "broader": 11, "collect": [7, 11, 19, 23, 29, 35], "imag": 11, "smell": 11, "audio": 11, "nsa": 11, "troubl": [2, 11], "machineri": 11, "disori": 11, "jumbl": 11, "technolog": 11, "extract": 11, "tool": 11, "art": [11, 21], "numer": [2, 11, 23, 27, 30], "conjectur": 11, "puzzl": 11, "concern": [11, 23, 30, 35], "wikipedia": 11, "present": [11, 30, 35], "well": [11, 21, 23, 29, 34, 35], "emphas": [11, 29, 35], "endeavor": 11, "summari": [11, 34], "map": [11, 23], "simplifi": [11, 23, 31, 32, 33], "spatial": 11, "oversimplifi": [11, 35], "applic": [2, 11, 14, 16, 23, 28, 34, 35], "inde": [5, 6, 7, 11, 21], "logic": [11, 28], "rhetor": 11, "brain": 11, "forward": 11, "gambl": 11, "win": [5, 6, 11, 18, 23, 26, 30], "million": [2, 11, 21], "89": [11, 13], "39": [5, 6, 11, 30, 35], "accord": [5, 6, 7, 11, 19, 23, 31], "insist": [11, 28], "risk": [2, 5, 6, 11], "decid": [11, 21, 31], "comput": [7, 11, 27, 28], "worst": [5, 6, 11, 31], "won": [11, 14, 23, 35], "sensit": 11, "lost": 11, "implicit": [11, 28], "disappoint": [11, 21], "resolv": 11, "slowli": [5, 6, 11], "1890": 11, "publish": [11, 18], "smoke": [11, 21], "lung": 11, "cancer": [2, 11, 21, 31], "until": 11, "1964": [11, 21], "wasn": [11, 18], "adequ": 11, "captur": [11, 29], "rather": [11, 18], "certain": [11, 18, 19], "met": 11, "spotifi": [11, 31, 35], "song": [2, 11, 23, 31, 35], "total": [2, 11, 21, 23, 30, 31, 35], "plai": [2, 11, 21], "track": 11, "had": [11, 18, 19, 21, 29], "recent": [11, 18, 31], "deriv": [11, 35], "inher": [5, 6, 11], "develop": [11, 16, 29, 35], "rank": [11, 18], "briefli": [7, 11], "caveat": [11, 31], "hint": 11, "garth": 11, "brook": 11, "biggest": 11, "hit": [11, 23, 27], "wonder": 11, "plural": 11, "datum": 11, "That": [7, 11, 21, 23, 31], "grammat": 11, "puppi": 11, "chart": [12, 35], "editor": [12, 35], "default": [12, 32, 33], "densiti": [12, 35], "height": [12, 13, 29, 34, 35], "block": [12, 26, 35], "reflect": [5, 6, 7, 12], "frequenc": [5, 6, 7, 12, 31], "interv": [12, 16, 29, 35], "width": [12, 35], "bucket": 12, "option": 12, "rightarrow": 12, "draw": [2, 5, 6, 7, 12, 30, 31, 35], "distinct": [12, 29, 31], "taller": 12, "linest": [13, 29, 34], "usag": [13, 14], "a2": 13, "a10": [13, 14], "b2": [13, 23], "b10": [13, 14], "verbos": 13, "output": [13, 26, 29, 33], "signific": [13, 21], "galton": [13, 19], "170": 13, "hat": [7, 13, 29, 34], "mx": [13, 29], "spreadsheet": [2, 13, 35], "store": [13, 28, 35], "a1079": 13, "b1079": 13, "51": [2, 13, 30], "33": [13, 15, 23, 29, 34], "intercept": [13, 29, 34], "furthest": 13, "75": [13, 30, 31], "tallest": 13, "approx": [2, 5, 6, 7, 13, 30], "72": 13, "separ": [13, 29, 35], "tab": [13, 14, 35], "g2": 13, "f2": 13, "referenc": [13, 14], "frozen": 13, "replac": [2, 5, 6, 13, 23, 26, 30, 31], "a3": 13, "c2": 13, "enter": [13, 14], "d2": 13, "rest": [13, 29, 35], "saniti": 13, "check": [13, 28, 35], "f14": 13, "64884635": 13, "round": [13, 21, 35], "excel": [14, 28, 32, 33, 34], "avail": [14, 18, 23, 27, 30], "internet": 14, "browser": [14, 28], "microsoft": 14, "bit": [14, 35], "advantag": [14, 23], "toolpak": 14, "plugin": 14, "abil": 14, "alon": [14, 29], "manipul": [14, 18, 30, 35], "invest": 14, "arithmet": [14, 30], "workbook": 14, "syntax": [14, 26, 27, 28, 32, 33], "mous": 14, "specifi": [14, 18, 21], "rectangular": 14, "b1": 14, "c1": [14, 29], "entireti": 14, "2x2": 14, "cannot": [2, 14, 18, 21, 23], "insert": 14, "power": [14, 16], "behav": 14, "plain": [14, 28], "rel": [14, 30], "dollar": [14, 21, 29, 35], "front": [14, 21, 23], "offer": [14, 18, 28, 30], "hundr": [5, 6, 14, 18], "sever": [14, 23], "categori": 14, "math": [14, 16, 23, 31], "commonli": 14, "appar": [14, 35], "correl": [14, 16, 23, 29, 34, 35], "covar": 14, "percentil": [14, 27], "var": 14, "varp": 14, "stdev": 14, "normdist": 14, "std": 14, "dev": 14, "cumul": [5, 6, 14, 19], "binomdist": [5, 6, 14], "num": 14, "chidist": 14, "freedom": 14, "chisq": 14, "dist": 14, "tdist": 14, "norminv": 14, "tinv": 14, "invers": 14, "IF": 14, "logical_express": 14, "value_if_tru": 14, "value_if_fals": 14, "AND": 14, "OR": 14, "averageif": 14, "criteria_rang": 14, "criterion": 14, "average_rang": 14, "sumif": 14, "sum_rang": 14, "taxi": 14, "xlookup": 14, "search_kei": 14, "lookup_rang": 14, "range_result": 14, "missing_valu": 14, "match_mod": 14, "search_mod": 14, "shaq": 14, "matplotlib": [15, 34], "pyplot": 15, "plt": [15, 34], "hist": 15, "bin": 15, "99": [2, 7, 15, 19, 31, 35], "102": 15, "contain": [2, 7, 16, 18, 23, 31, 35], "read": 16, "companion": 16, "primari": [16, 31], "primarili": 16, "content": [5, 6, 16, 29, 35], "real": 16, "author": 16, "materi": [16, 21], "skip": [2, 16, 28], "topic": [16, 35], "brief": [16, 35], "mention": [2, 16, 31, 35], "exploratori": 16, "bay": [16, 25, 31], "theorem": [5, 6, 7, 16, 25, 31, 35], "tree": [16, 31], "allow": [16, 18, 21, 23, 31], "extens": 16, "subject": [16, 21, 35], "broaden": 16, "exercis": 16, "drill": 16, "concept": 16, "argu": [16, 18, 29, 35], "imper": 16, "halmo": 16, "introductori": 16, "analys": 16, "taken": 16, "major": [2, 16, 21, 23, 35], "design": [16, 21, 30], "requisit": 16, "calculu": [16, 18], "pursu": [16, 32, 33], "center": [7, 16, 19, 35], "spread": [5, 6, 16, 29], "ii": [5, 6, 16], "bibliographi": 16, "overview": 16, "librari": [16, 34], "statwrap": [16, 29], "solut": [5, 6, 16], "irrat": 17, "voter": [17, 30], "108": 18, "skeptic": 18, "nuanc": [18, 30], "indirectli": 18, "compel": [18, 31], "broadli": 18, "absenc": 18, "seat": 18, "alloc": 18, "implement": [18, 28], "concert": 18, "instanc": [18, 21], "bounti": 18, "unconfound": [18, 21], "featur": [18, 21, 30, 31, 35], "fancier": 18, "exogen": 18, "outbreak": 18, "london": 18, "discov": [18, 29, 35], "contamin": 18, "suppli": [18, 35], "prevail": 18, "air": 18, "southwark": 18, "vauxhal": 18, "serv": [18, 35], "lambeth": 18, "purer": 18, "drove": [18, 35], "intak": [18, 21], "sewag": 18, "discharg": 18, "downstream": 18, "plausibl": [18, 21, 29], "hous": 18, "rich": [18, 21], "poor": 18, "occup": 18, "whatev": 18, "surround": 18, "devis": 18, "thoroughli": 18, "circumst": 18, "place": [2, 18, 32, 33, 35], "grandest": 18, "No": [2, 18, 21, 23, 31, 35], "thousand": 18, "station": 18, "gentlefolk": 18, "knowledg": [18, 30], "amongst": 18, "patient": [2, 18], "quit": [7, 18], "impur": 18, "neighborhood": 18, "focu": [5, 6, 18], "determin": [18, 29, 31, 35], "haphazard": 18, "spectrum": 18, "geograph": 18, "region": [18, 19, 29, 35], "104": 18, "105": [18, 19], "grant": 18, "dutch": [18, 28], "famin": 18, "uniqu": 18, "stagger": 18, "proce": 18, "confid": [16, 18, 23, 29, 30, 31], "rollout": 18, "prestigi": 18, "sat": [18, 19, 31], "score": [18, 19, 27, 31], "smart": [18, 30], "decent": 18, "wider": [18, 35], "issu": [18, 23, 30], "fair": [5, 6, 18, 23, 31], "california": 18, "tax": 18, "south": [18, 23, 35], "dakota": 18, "gdp": 18, "growth": [18, 35], "specif": [18, 21, 23, 27, 28, 29, 30, 35], "8am": [18, 31], "1pm": [18, 31], "taught": 18, "instructor": 18, "cap": 18, "switch": [18, 31, 32, 33, 35], "trade": 18, "morn": [18, 31], "debunk": 18, "hurrican": 18, "femal": [18, 30, 31], "deadli": 18, "serious": 18, "male": [18, 30, 31], "landfal": 18, "1900": 18, "date": 18, "death": [18, 21, 31], "toll": 18, "tropic": 18, "storm": 18, "season": [18, 29], "1979": 18, "ideal": [19, 23], "enorm": 19, "necessarili": [19, 23, 30, 35], "deviat": [5, 6, 19, 29, 32, 33], "infin": 19, "neglig": 19, "underneath": 19, "convert": [6, 7, 19, 23, 29, 34], "z": [7, 19, 27], "iq": 19, "130": 19, "ax": 19, "rescal": 19, "maintain": [19, 31], "far": [19, 35], "rare": [2, 5, 6, 19, 31, 35], "recal": [19, 28], "percentag": [5, 6, 19, 23, 26, 29, 30, 31, 35], "evenli": 19, "enough": [7, 19, 21, 23, 28, 32, 33], "varieti": 19, "interior": 19, "fraction": [7, 19, 23, 30], "pm": [5, 6, 7, 19], "nice": [7, 19], "properti": [19, 29], "aren": [19, 28, 35], "Its": 19, "inclus": 19, "close": [5, 6, 19, 29, 35], "sneak": 19, "video": [19, 31], "bounc": 19, "bead": 19, "beauti": [19, 28], "mathemat": [19, 26, 35], "board": 19, "co": [19, 23, 31], "wptsnf1aln": 19, "pic": 19, "twitter": [19, 22], "lxohk72poz": 19, "mdash": 19, "lionel": 19, "page_eco": 19, "septemb": 19, "highest": [19, 35], "16": [5, 6, 19, 23, 35], "il": 19, "84": 19, "verifi": 19, "compet": 19, "admit": 19, "threshold": 19, "construct": [7, 19, 29, 30], "overstat": 21, "prohibit": 21, "taker": 21, "wealthier": 21, "wealth": 21, "homogen": 21, "panacea": 21, "never": [21, 23, 28, 30, 32, 33], "hyperbol": 21, "testabl": 21, "weak": [21, 31], "richer": 21, "seem": [21, 23, 28], "Or": [2, 21, 35], "cooki": 21, "counter": [21, 23], "gadfli": 21, "characterist": [21, 30, 35], "object": [21, 27, 35], "elucid": 21, "feasibl": [21, 30], "experiment": 21, "neither": [21, 23, 31], "wrote": [21, 35], "mind": [2, 21, 23], "imposs": [21, 31, 35], "lab": 21, "govern": 21, "forc": [21, 23], "expens": [21, 29], "400": [7, 21], "fund": [21, 31], "revers": 21, "uc": 21, "appear": [2, 21, 29, 35], "women": [2, 21, 31], "overal": 21, "against": 21, "whole": 21, "seemingli": [2, 21], "clash": [21, 28, 32, 33], "120": [5, 6, 21], "men": 21, "70": [2, 21, 35], "150": 21, "240": 21, "40": [2, 21, 23, 30, 34, 35], "30": [5, 6, 21, 30, 34, 35], "seen": [2, 5, 6, 21, 35], "distort": 21, "flat": [21, 28], "dosag": 21, "obscur": 21, "truth": [2, 21, 30, 31], "counterfactu": 21, "flu": 21, "shot": [2, 21, 23, 31], "happi": 21, "nonetheless": 21, "sick": 21, "pocket": 21, "big": [5, 6, 21, 26, 28, 30], "pharma": 21, "wors": 21, "off": [21, 35], "elementari": 21, "door": [2, 21, 28], "flyer": 21, "told": 21, "anna": [21, 23], "bori": [21, 23], "chad": 21, "dori": 21, "salari": 21, "none": [2, 21, 27], "boost": 21, "erma": 21, "fred": 21, "gina": 21, "harri": 21, "cut": 21, "half": [21, 23, 31], "55": [21, 30], "overestim": 21, "accur": [2, 21, 29], "yourself": [21, 28, 29], "happier": 21, "tourist": 21, "romano": 21, "tour": 21, "snl": 21, "skit": 21, "adam": [21, 23], "sandler": 21, "salesman": 21, "listen": 21, "temper": 21, "encount": 21, "honest": 21, "quot": [21, 26, 28], "sad": 21, "plane": 21, "italian": 21, "riviera": 21, "feel": 21, "bath": 21, "suit": [21, 27, 29], "favor": [21, 31, 35], "editori": 21, "breast": [2, 21, 31], "constant": [21, 29, 34], "35": [21, 23, 35], "constanc": 21, "obtain": 21, "fatal": 21, "45": [2, 21, 30], "1940": 21, "1945": 21, "1950": 21, "1955": 21, "1960": 21, "1970": 21, "extent": [21, 28], "maladi": 21, "factual": 21, "premis": 21, "standup": 21, "comedian": [21, 31], "joke": [21, 28, 31], "version": [21, 31], "gaug": 21, "audienc": [21, 31, 35], "reaction": [21, 31], "loudest": 21, "laugh": 21, "crowd": [21, 35], "email": [22, 30], "me": 22, "ac4725": 22, "troubleshoot": 22, "star": [7, 22, 35], "watch": [7, 22, 30, 35], "project": 22, "github": 22, "linkedin": [22, 35], "14": [23, 30, 31, 35], "tendenc": 23, "rain": 23, "tomorrow": 23, "repeat": [5, 6, 23, 31], "proport": [5, 6, 7, 23, 30, 35], "frequentist": 23, "philosophi": 23, "scope": [23, 30], "coin": [5, 6, 7, 23], "toss": [2, 5, 6, 23, 29], "head": [5, 6, 7, 23, 34], "weight": [7, 23, 35], "leq": 23, "outer": 23, "91": [23, 26], "insid": 23, "guarante": [23, 30], "land": [2, 5, 6, 23], "36": 23, "drew": [23, 29], "akin": 23, "lose": 23, "hh": 23, "ht": 23, "th": [23, 35], "tt": 23, "weather": 23, "devot": 23, "farmer": 23, "almanac": 23, "color": [23, 29, 34, 35], "sky": 23, "written": [23, 28, 32, 33, 34], "red": [23, 35], "textit": 23, "34": [23, 27], "37": [23, 35], "eyebal": 23, "shade": 23, "enclos": 23, "overlap": [23, 35], "exam": 23, "pressur": [23, 35], "clue": 23, "certainli": 23, "game": [23, 29], "stori": 23, "multipli": [2, 23, 30, 31], "invent": 23, "neq": [23, 31], "mayor": 23, "umbrella": [23, 30], "indirect": 23, "live": [23, 29], "nyc": 23, "tote": 23, "powerbal": 23, "correctli": [2, 23, 29], "connect": 23, "mayb": [2, 23, 29, 30, 31, 35], "horoscop": 23, "lucki": [23, 29], "sequenti": 23, "mutut": 23, "exclus": 23, "eath": 23, "cake": 23, "todai": [5, 6, 23], "special": [23, 28, 35], "mutual": 23, "count": [2, 23, 28, 31, 35], "brute": 23, "routin": 23, "sequenc": [23, 28], "hhh": 23, "denomin": [2, 23], "trick": 23, "hth": 23, "tht": 23, "81": [23, 31], "htt": 23, "tth": 23, "ttt": 23, "five": [23, 34], "hunt": 23, "treasur": [23, 29], "sea": 23, "north": 23, "island": 23, "bear": 23, "adjac": 23, "search": 23, "clockwis": 23, "strategi": 23, "maxim": 23, "steer": 23, "binom": [5, 6, 23, 31], "k": [23, 31], "element": 23, "glee": 23, "club": 23, "presid": [23, 31], "pascal": 23, "triangl": 23, "arrang": [7, 23, 31], "horizont": 23, "item": [23, 31], "rememb": [23, 28, 35], "hero": 23, "preliminari": [23, 35], "step": [23, 35], "substitut": [2, 7, 23, 27, 30], "iid": 23, "24": 23, "27": 23, "alic": [23, 31], "battleship": 23, "grandmast": 23, "secret": 23, "spot": 23, "b3": 23, "e12": 23, "carniv": 23, "player": [2, 23, 29, 31], "111": 23, "request": 23, "nor": [23, 31], "cent": 23, "linda": 23, "31": [23, 29, 30], "outspoken": 23, "bright": 23, "deepli": 23, "discrimin": 23, "justic": 23, "anti": 23, "nuclear": 23, "bank": [23, 35], "teller": [2, 23, 31], "feminist": 23, "movement": 23, "leap": 23, "birthdai": 23, "365": 23, "born": 23, "june": 23, "1st": 23, "share": 23, "string": [26, 28], "greet": 26, "integ": 26, "my_favorite_numb": 26, "hello": 26, "print": [26, 34], "function": [26, 27, 28, 32, 33], "displai": [26, 29], "nonsens": 26, "asid": [26, 30], "shorter": 26, "deal": [5, 6, 26, 28, 35], "perfect": [5, 6, 26, 31], "techniqu": [26, 30], "loss": 26, "winning_percentag": 26, "becom": [26, 28, 29, 31], "longer": [26, 31], "collabor": 26, "charact": 26, "golf": 26, "recreat": 26, "tri": 26, "Being": 26, "golfer": 26, "coder": 26, "ceil": [27, 35], "extern": 27, "pi": 27, "ti": 27, "button": 27, "numpi": [27, 34], "access": 27, "141592653589793": 27, "prefix": 27, "cumbersom": 27, "alias": 27, "abbrevi": 27, "np": [27, 34], "alia": 27, "scipi": 27, "capabl": 27, "norm": 27, "cdf": 27, "submodul": 27, "9640696808870742": 27, "shorten": 27, "clearli": 27, "convent": [27, 32, 33, 35], "cool": 28, "lesser": 28, "easier": [28, 31, 32, 33], "pick": [2, 28], "sting": 28, "critiqu": 28, "interview": 28, "scientist": 28, "common": [28, 35], "machin": [28, 34], "packag": [28, 32, 33, 34], "implic": 28, "mainli": 28, "coher": 28, "graph": [28, 29, 35], "colaboratori": 28, "mirror": 28, "jupyt": [28, 34], "setup": 28, "intro": 28, "profici": 28, "sql": 28, "wait": 28, "tech": 28, "intend": 28, "conform": 28, "zen": 28, "elsewher": 28, "tim": 28, "ugli": 28, "complex": 28, "nest": 28, "spars": 28, "dens": 28, "although": 28, "beat": 28, "puriti": 28, "pass": [2, 28, 29, 31], "silent": 28, "explicitli": [28, 34], "silenc": 28, "face": 28, "refus": [28, 35], "temptat": 28, "namespac": 28, "honk": 28, "great": 28, "endlessli": 28, "fluent": 28, "012": 28, "aspir": 28, "fluenci": 28, "bui": 28, "loaf": 28, "bread": 28, "dozen": [2, 28], "loav": 28, "liter": 28, "frustrat": 28, "couldn": 28, "belliger": 28, "friend": 28, "chunk": 28, "messag": 28, "typo": 28, "ran": [28, 29], "chatgpt": 28, "explan": [18, 28, 30], "persist": 28, "scratch": 28, "overwrit": 28, "unexpect": 28, "datafram": [28, 29, 34], "odd": 28, "former": [5, 6, 28, 35], "expon": 28, "decim": 28, "exact": [28, 31], "00000000001": 28, "upon": 29, "incorpor": 29, "estim": [7, 29, 30, 34], "conceptu": 29, "convei": 29, "directli": [29, 31], "protein": 29, "calori": 29, "gram": 29, "180": 29, "assumpt": [29, 31], "wage": 29, "tenur": 29, "month": 29, "factori": 29, "rais": 29, "realiz": 29, "arm": 29, "throught": 29, "recip": [2, 29], "plug": [29, 31], "underestim": 29, "anim": 29, "sourc": [29, 30, 35], "vegan": 29, "singli": 29, "defi": 29, "littl": [23, 29], "debbi": 29, "nutti": 29, "buddi": 29, "eventu": 29, "unprocess": 29, "prudent": 29, "enjoi": 29, "gustatori": 29, "realli": 29, "proccess": 29, "rmse": 29, "_i": 29, "nonlinear": 29, "formless": 29, "cloud": 29, "varianc": 29, "homoscedast": 29, "narrow": [29, 35], "violat": 29, "32": 29, "sleepless": 29, "amount": [29, 35], "slept": 29, "experienc": 29, "rave": 29, "whet": 29, "appetit": 29, "revisit": 29, "mediocr": 29, "gravit": 29, "mc": 29, "nba": 29, "consist": [29, 35], "unobserv": 29, "perspect": [2, 29, 31, 35], "instrins": 29, "realist": 29, "encompass": 29, "luck": 29, "outperform": 29, "underperform": 29, "By": [29, 31], "roll": 29, "reset": 29, "neutral": 29, "sophomor": 29, "slump": 29, "straightforward": [29, 30], "consequ": [5, 6, 29], "phenomenon": 29, "assort": 29, "mate": 29, "least": [2, 23, 29, 30], "fur": 29, "coat": 29, "difficult": [29, 30, 31], "sketch": [29, 35], "exception": [29, 35], "athlet": 29, "complet": [29, 30, 35], "upgrad": [29, 34], "markdown": 29, "md": 29, "use_al": [29, 34], "raw": [29, 34], "githubusercont": [29, 34], "alexanderthclark": [29, 34], "stats1101": [29, 34], "fathersonheight": [29, 34], "load": [29, 32, 33, 34], "df": [29, 34], "pd": [29, 34], "read_csv": [29, 34], "reg": 29, "xlabel": [29, 34], "ylabel": [29, 34], "titl": [29, 35], "rms_error": 29, "scatter_plot": [29, 34], "nrmse": 29, "1f": 29, "893": [29, 34], "514": [29, 34], "x_": [29, 34], "attent": [31, 35], "acknowledg": 31, "disadvantag": 31, "margin": [7, 31], "releas": 31, "resourc": 31, "contribut": 31, "dental": 31, "compon": 31, "histor": 31, "stage": 31, "die": 31, "suffici": [6, 31], "toi": 31, "car": [31, 35], "crash": 31, "safeti": 31, "10x": 31, "1100": 31, "110": 31, "occurr": 31, "cross": 31, "13000r": 31, "13000": 31, "1000000r": 31, "987": 31, "safer": 31, "deliber": 31, "vari": 31, "conclus": 31, "imprecis": 31, "undon": 31, "sort": [30, 31], "studious": 31, "etc": [30, 31], "duplic": 31, "shift": 31, "1200": 31, "cutoff": 31, "1400": 31, "900": 31, "exclud": [30, 31], "exlcud": 31, "strength": 31, "noisi": 31, "match": [32, 33, 35], "accident": [32, 33], "wade": [32, 33], "overwhelm": [32, 33], "use_fpp": [32, 33], "use_sheet": [32, 33], "perman": [32, 33], "session": [32, 33], "fpp": [32, 33], "modul": [32, 33], "816496580927726": 33, "minim": 33, "sklearn": 34, "imit": 34, "pure": 34, "eg": 34, "starter": 34, "8999999999999999": 34, "regression_lin": 34, "000000000000009": 34, "000000000000007": 34, "sd_x": 34, "sd_y": 34, "y_averag": 34, "x_averag": 34, "panda": 34, "earlier": [34, 35], "inspect": [31, 34, 35], "61": [5, 6, 34], "64": 34, "alpha": [31, 34], "opac": [34, 35], "reg_lin": 34, "x_rang": 34, "min": 34, "y_predict": 34, "api": 34, "sm": 34, "add_const": 34, "ol": 34, "param": 34, "arrai": 34, "residuals_sm": 34, "resid": 34, "smf": 34, "model_smf": 34, "residuals_smf": 34, "dtype": 34, "float64": 34, "linear_model": 34, "linearregress": 34, "model_sk": 34, "x_sk": 34, "reshap": 34, "y_sk": 34, "coef_": 34, "intercept_": 34, "0000000000000009": 34, "y_pred": 34, "residuals_sk": 34, "televis": 35, "inessenti": 35, "jargon": 35, "trait": 35, "fame": 35, "tall": 35, "predetermin": 35, "softwar": 35, "216": [30, 35], "approxim": 35, "africa": 35, "wide": 35, "bottom": [30, 35], "span": 35, "221": 35, "reveal": [2, 30, 31, 35], "irregular": 35, "retract": 35, "uncov": 35, "odemet": 35, "statement": [7, 35], "assert": 35, "mileag": 35, "896": 35, "39198": 35, "21396": 35, "63511": 35, "alleg": [23, 35], "uniform": 35, "mile": 35, "anomal": 35, "preposter": 35, "spike": 35, "nearest": 35, "predomin": 35, "fishi": [23, 35], "fabric": 35, "henc": 35, "latter": [2, 5, 6, 35], "vehicl": 35, "qualit": 35, "automat": 35, "qualifi": 35, "postal": [30, 35], "grew": 35, "40422": 35, "offic": 35, "measli": 35, "zip": 35, "10027": 35, "395": 35, "taxonomi": 35, "subdivid": 35, "discret": 35, "quantiti": [2, 6, 35], "fill": [2, 35], "beaker": 35, "ounc": 35, "continuoustli": 35, "lowest": [30, 35], "famili": 35, "blurri": 35, "ic": [5, 6, 35], "cream": [5, 6, 35], "charg": 35, "scoop": [5, 6, 35], "shoo": 35, "7777777": 35, "complain": 35, "gave": 35, "99999999998": 35, "tension": 35, "familiar": [6, 35], "anyon": [30, 35], "agon": 35, "stingi": 35, "dine": 35, "chipotl": 35, "mexican": 35, "grill": 35, "detour": 35, "vocabulari": 35, "endpoint": 35, "contiuou": 35, "messi": [2, 35], "inelegantli": 35, "establish": 35, "999": [30, 35], "88": 35, "888": 35, "quanti": 35, "lesson": 35, "accompani": 35, "codebook": 35, "strang": [2, 35], "clump": 35, "unfortun": 35, "racial": 35, "basi": 35, "necessit": 35, "grai": [7, 35], "unusu": 35, "cautionari": 35, "tale": 35, "necess": 35, "miss": [7, 30, 35], "coax": 35, "19": [30, 35], "netflix": 35, "led": 35, "user": [30, 35], "blood": 35, "oral": 35, "contracept": 35, "overlai": 35, "pill": 35, "paint": 35, "picasso": 35, "cezann": 35, "varaibl": 35, "clutter": 35, "covid": 35, "mortal": 35, "background": 35, "gradient": 35, "alaska": 35, "utah": 35, "younger": 35, "vermont": 35, "style": 35, "t_366bb": 35, "border": 35, "collaps": 35, "2px": 35, "header": 35, "f0f0f0": 35, "000000": 35, "pad": 35, "8px": 35, "1px": 35, "solid": 35, "ccc": 35, "align": 35, "td": 35, "t_366bb_row0_col0": 35, "fdd9b5": 35, "t_366bb_row0_col1": 35, "fddab6": 35, "t_366bb_row0_col2": 35, "fdc794": 35, "t_366bb_row0_col3": 35, "fdbb81": 35, "t_366bb_row0_col4": 35, "fdd5ab": 35, "t_366bb_row1_col0": 35, "t_366bb_row1_col1": 35, "fdd2a6": 35, "t_366bb_row1_col2": 35, "fdcfa0": 35, "t_366bb_row1_col3": 35, "fdbe84": 35, "t_366bb_row1_col4": 35, "fddbb8": 35, "t_366bb_row2_col0": 35, "fdd4aa": 35, "t_366bb_row2_col1": 35, "fdce9e": 35, "t_366bb_row2_col2": 35, "fdc088": 35, "t_366bb_row2_col3": 35, "t_366bb_row2_col4": 35, "fdac67": 35, "t_366bb_row3_col0": 35, "t_366bb_row3_col1": 35, "t_366bb_row3_col2": 35, "fdc692": 35, "t_366bb_row3_col3": 35, "t_366bb_row3_col4": 35, "fda965": 35, "t_366bb_row4_col0": 35, "t_366bb_row4_col1": 35, "fdd3a9": 35, "t_366bb_row4_col2": 35, "t_366bb_row4_col3": 35, "t_366bb_row4_col4": 35, "t_366bb_row5_col0": 35, "fdc28b": 35, "t_366bb_row5_col1": 35, "fdc590": 35, "t_366bb_row5_col2": 35, "t_366bb_row5_col3": 35, "t_366bb_row5_col4": 35, "t_366bb_row6_col0": 35, "t_366bb_row6_col1": 35, "fdc895": 35, "t_366bb_row6_col2": 35, "fdd7b1": 35, "t_366bb_row6_col3": 35, "fedfc0": 35, "t_366bb_row6_col4": 35, "fedebd": 35, "t_366bb_row7_col0": 35, "t_366bb_row7_col1": 35, "fee0c3": 35, "t_366bb_row7_col2": 35, "feead6": 35, "t_366bb_row7_col3": 35, "t_366bb_row7_col4": 35, "fee9d4": 35, "t_366bb_row8_col0": 35, "feead5": 35, "t_366bb_row8_col1": 35, "feebd8": 35, "t_366bb_row8_col2": 35, "fff0e2": 35, "t_366bb_row8_col3": 35, "ffefe0": 35, "t_366bb_row8_col4": 35, "ffeedd": 35, "t_366bb_row9_col0": 35, "t_366bb_row9_col1": 35, "t_366bb_row9_col2": 35, "t_366bb_row9_col3": 35, "t_366bb_row9_col4": 35, "district": 35, "nbsp": 35, "17": [5, 6, 30, 35], "29": [23, 35], "69": 35, "79": 35, "eda": 35, "notabl": [30, 35], "tukei": 35, "box": [2, 7, 30, 31, 35], "emphasi": 35, "mine": 35, "1962": 35, "propon": 35, "asymptot": 35, "cleveland": 35, "1985": 35, "along": 35, "view": 35, "1993": 35, "donoho": 35, "discoveri": 35, "fix": 35, "graphic": 35, "prove": 35, "cite": 35, "bland": 35, "altman": 35, "1986": 35, "aspect": 35, "excit": [6, 35], "explanatori": 35, "distil": 35, "frame": 35, "prose": 35, "distract": 35, "insofar": 35, "thoughtfulli": 35, "151": 35, "spark": 35, "joi": 35, "clear": [23, 31, 35], "li": 35, "upload": 35, "classifi": 35, "satur": 35, "credit": 35, "nick": 35, "huntington": 35, "klein": 35, "bradlei": 35, "cooper": 35, "mindset": 35, "domain": [30, 35], "gini": 35, "lyric": [2, 23], "loser": 23, "montgomeri": 23, "gentri": 23, "outlaw": 23, "boozer": 23, "glass": 23, "hippi": 23, "redneck": 23, "suspect": 23, "bloodlin": [], "am": [], "eddi": 23, "sing": 23, "descend": 23, "translat": 23, "ancestor": 23, "strictli": 23, "advic": 2, "monti": 2, "hall": 2, "paradox": [2, 31], "bend": 2, "14195066": 3, "harder": 23, "114": 23, "fraudul": 23, "101": 23, "firm": 23, "tamper": 23, "billion": 23, "parti": 23, "equival": 23, "rearrang": 2, "isol": 2, "textbf": [], "rewrit": 2, "combin": 2, "expand": [2, 31], "whenev": 2, "transpos": 2, "quad": 2, "005": 2, "00995": 2, "duo": 23, "guido": 18, "imben": 18, "roundabout": 18, "stress": 2, "implicitli": 2, "gerd": 2, "gigerenz": 2, "cold": 2, "percent": 2, "woman": 2, "mammogram": 2, "friendlier": 2, "formul": 2, "992": 2, "screen": 2, "opaqu": 2, "children": 18, "earner": 31, "secondari": 31, "okai": 31, "binomi": [5, 6, 31], "vp": 31, "preseid": 31, "bob": 31, "pretti": 2, "hack": [2, 5, 6], "blue": 2, "plu": 2, "pluss": 2, "rote": 2, "qu": 2, "othan": 2, "625": [], "676": [2, 30], "42": 2, "wheel": 2, "fortun": 2, "termin": 2, "pilgrim": 2, "travel": 2, "home": 2, "wander": 2, "troll": 2, "woe": 2, "73": 2, "fate": 2, "decre": 2, "certainti": 2, "thee": 2, "finish": 2, "exil": 2, "alarm": 2, "bargain": 2, "wise": 2, "velma": [], "park": 2, "unknown": [2, 7, 31], "scrub": [2, 31], "baller": [2, 31], "sold": 2, "amazon": 2, "fake": [2, 31], "joker": [2, 31], "countri": 2, "tractor": [2, 31], "truck": [2, 31], "866": 31, "swap": 31, "substant": 31, "reorder": 31, "visibl": [30, 31], "08": [5, 6], "smaller": [5, 6], "yield": [5, 6, 31], "2x": [5, 6], "100x": [5, 6], "recruit": [5, 6], "2000": [5, 6], "volunt": [5, 6], "iii": [5, 6], "se": [5, 6, 7], "500": [5, 6], "18": [5, 6], "doublearrow": [], "leftrightarrow": [], "focal": [5, 6, 30], "mimic": [5, 6], "1s": [5, 6], "0s": [5, 6], "ruth": [5, 6], "antonin": [5, 6], "vanilla": [5, 6], "chocol": [5, 6], "stock": [5, 6], "cdot0": [5, 6], "018": [5, 6], "470": [5, 6], "530": [5, 6], "central": [5, 6, 7], "lopsid": 6, "bokeh": [], "output_notebook": [], "columndatasourc": [], "layout": [], "slider": [], "customj": [], "pantool": [], "wheelzoomtool": [], "resettool": [], "json": [], "hide_bann": [], "initial_n_draw": [], "precomput": [], "pmf": [], "precomputed_pmf": [], "n_draw": [], "201": [], "arang": [], "tolist": [], "javascript": [], "precomputed_pmfs_json": [], "dump": [], "600": [], "x_axis_label": [], "y_axis_label": [], "vbar": [], "callback": [], "arg": [], "dict": [], "const": [], "cb_obj": [], "pars": [], "tostr": [], "emit": [], "js_on_chang": [], "habea": 6, "gelatu": 6, "ts": 31, "hs": 31, "subtleti": 31, "intuitit": 31, "soution": [], "cdot1": [], "underbrac": 31, "_": 31, "overbrac": 31, "famous": 31, "boi": 31, "girl": 31, "favorit": 31, "remark": 31, "beta": 31, "gamma": 31, "delta": 31, "h_2": 31, "h_1": 31, "tempt": 31, "simul": [7, 31], "990": 31, "10000": 31, "dieas": 31, "989": 31, "901": 31, "9899": 31, "9997": 31, "02": [7, 31], "willing": [30, 31], "ten": 2, "lend": 2, "lest": 2, "aim": 30, "lifespan": 30, "owl": 30, "nearli": 30, "reserv": 30, "truthfulli": 30, "hurdl": 30, "opportun": 30, "pollster": 30, "creameri": 30, "vote": 30, "elect": 30, "milk": 30, "sensibl": 30, "candid": 30, "yuppi": 30, "lactos": 30, "northern": 30, "european": 30, "descent": 30, "intoler": 30, "america": 30, "smarter": 30, "assembl": 30, "truli": 30, "hurld": [], "phone": 30, "bureau": 30, "labor": 30, "amb06": [], "reproduc": 30, "160": 30, "736": 30, "54": 30, "438": 30, "447": 30, "58": 30, "56": 30, "119": 30, "ethnic": 30, "hispan": 30, "508": 30, "864": 30, "524": 30, "household": 30, "055": 30, "41": [7, 30], "947": 30, "817": 30, "53": 30, "982": 30, "095": 30, "declin": 30, "reweight": 30, "atusrespr": [], "2004": [], "atu": [], "respon": [], "svg": [], "bl": [], "gov": [], "osmr": [], "unrepres": 30, "quota": 30, "resembl": 30, "kei": 30, "older": 30, "curmudgeon": 30, "overrepres": 30, "accept": 30, "phenomena": 30, "trafalgar": 30, "poll": 30, "donald": 30, "trump": 30, "2016": 30, "presidenti": 30, "shy": 30, "motiv": 30, "fear": 30, "stigma": 30, "artific": 30, "neighbor": 30, "minefield": 30, "nut": 30, "bolt": 30, "decompos": 30, "vulner": 30, "tiktok": 30, "ban": 30, "peloton": [7, 30], "appl": [7, 30], "uber": 30, "lyft": 30, "ranomd": [], "poulat": 30, "app": 30, "watcho": 30, "ecommerc": 30, "gift": 30, "card": 30, "owner": 30, "nonzero": 30, "rewritten": 30, "23": 7, "tk": [], "miniatur": 7, "bernoulliclt": [], "bernoulliclt2": [], "repeatedli": 7, "repetit": 7, "except": 7, "bootstrap": 7, "fract": 7, "pew": 7, "945": 7, "adult": 7, "11945": 7, "004": 7, "hspace": 7, "12pt": 7, "critic": 7, "11pt": [], "9pt": 7, "misunderstood": 7, "manifest": 7, "nonrandom": 7, "probabilist": 7, "reli": 7, "band": []}, "objects": {}, "objtypes": {}, "objnames": {}, "titleterms": {"homework": 0, "5": [0, 31], "overview": [1, 14, 28], "run": 1, "r": [1, 16, 34], "altern": 1, "calcul": [1, 8, 23, 26], "variabl": [1, 6, 26, 35], "comment": [1, 26], "probabl": [2, 14, 23, 24, 25, 30, 31], "ii": [2, 31], "import": [2, 4, 5, 6, 7, 8, 9, 10, 11, 18, 19, 20, 21, 23, 25, 29, 30, 34, 35], "read": [2, 4, 5, 6, 7, 8, 9, 10, 11, 18, 19, 20, 21, 23, 25, 29, 30, 34, 35], "chanc": [2, 5, 6, 29, 30], "tree": [2, 25], "bay": 2, "theorem": 2, "bibliographi": 3, "center": [4, 31], "spread": [4, 31], "The": [4, 7, 10, 19, 20, 29, 35], "averag": [4, 17, 30], "standard": [4, 10, 19], "deviat": 4, "preambl": 4, "root": 4, "mean": 4, "squar": 4, "find": [4, 13, 19, 29, 30], "popul": 4, "vs": [4, 14], "sampl": [4, 30], "sd": 4, "sup": 4, "what": [4, 28], "sai": 4, "exercis": [2, 4, 8, 9, 10, 11, 17, 18, 19, 21, 23, 29, 30, 31, 35], "correl": [8, 9, 31], "scatter": [8, 9], "plot": [8, 9, 29], "father": [8, 9], "son": [8, 9], "height": [8, 9], "data": [8, 9, 35], "coeffici": [8, 9, 23], "interact": [8, 35], "exampl": [8, 18, 21, 33, 34, 35], "except": 8, "case": 8, "causat": [8, 9], "featur": 9, "experi": [10, 18, 31], "type": 10, "question": 10, "evid": 10, "On": 10, "design": 10, "interpret": [7, 10], "extens": [10, 21, 25, 35], "gold": 10, "stori": 10, "time": [10, 30], "get": [11, 31], "start": [11, 31], "histogram": [12, 15, 35], "regress": [13, 29, 31, 34], "simpl": 13, "linear": [13, 29], "line": [13, 29], "predict": 13, "residu": [13, 29], "basic": [14, 26], "formula": [14, 23], "Not": 14, "1": [5, 6, 14, 31, 34], "cell": 14, "refer": 14, "a1": 14, "sheet1": 14, "rang": 14, "a2": 14, "A": [14, 23], "b2": 14, "copi": 14, "past": 14, "mathemat": 14, "statist": 14, "distribut": [14, 19, 20, 31, 35], "logic": 14, "lookup": 14, "function": 14, "welcom": 16, "intro": 16, "stat": 16, "more": 16, "about": 16, "1101": 16, "main": 16, "text": 16, "googl": 16, "sheet": 16, "option": 16, "python": [16, 28, 29], "other": [16, 21, 22], "law": 17, "natur": [2, 18, 31], "normal": [5, 6, 19, 20, 31], "curv": [19, 20], "unit": 19, "68": 19, "95": 19, "rule": [19, 23], "area": 19, "under": 19, "tabl": [19, 30], "why": 19, "care": 19, "observ": [21, 31], "studi": [21, 31], "simpson": 21, "s": 21, "paradox": 21, "applic": 21, "admit": 21, "potenti": 21, "world": 21, "health": 21, "outcom": 21, "accord": 21, "alic": 21, "bob": 21, "belief": 21, "colleg": 21, "earn": 21, "signal": 21, "abil": [21, 29], "increas": 21, "certain": 21, "individu": 21, "vacat": 21, "itali": 21, "set": 23, "box": [5, 6, 23], "model": 23, "random": 23, "draw": 23, "condit": 23, "gener": [], "mulitpl": 23, "b": 23, "independ": 23, "addit": 23, "list": 23, "wai": 23, "binomi": 23, "librari": 27, "should": 28, "you": 28, "learn": [28, 34], "think": 28, "like": 28, "programm": 28, "slope": 29, "error": [5, 6, 29, 30], "outlier": 29, "evalu": 29, "fallaci": 29, "select": 31, "solut": 31, "4": 31, "7": 31, "8": 31, "10": 31, "15": 31, "20": 31, "23": 31, "statwrap": [32, 33, 34], "us": [30, 32, 33], "catalog": 33, "2": [30, 34], "from": [5, 6, 30, 34], "csv": 34, "statsmodel": 34, "user": 34, "scikit": 34, "summar": 35, "frequenc": [2, 35], "sleuth": 35, "out": 35, "fraud": 35, "drive": 35, "work": 35, "real": 35, "control": 35, "cross": 35, "tabul": 35, "visual": 35, "exploratori": 35, "analysi": 35, "expand": 23, "lift": 2, "fog": 2, "22": 31, "28": 31, "31": 31, "21": 31, "sum": [5, 6], "0": [5, 6], "central": [], "limit": [], "approxim": [5, 6], "i": 31, "32": 31, "33": 31, "34": 31, "36": 31, "37": 31, "survei": 30, "2004": 30, "atu": 30, "respons": 30, "rate": 30, "amb06": 30, "usp": 30, "satisfact": 30, "ag": 30, "curmudgeonli": 30, "non": 30, "american": 30, "method": 30, "expect": 30, "valu": 30, "se": 30, "right": 30, "confid": 7, "interv": 7, "accuraci": 7, "percentag": 7}, "envversion": {"sphinx.domains.c": 2, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 6, "sphinx.domains.index": 1, "sphinx.domains.javascript": 2, "sphinx.domains.math": 2, "sphinx.domains.python": 3, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.intersphinx": 1, "sphinxcontrib.bibtex": 9, "sphinx": 56}})
\ No newline at end of file
diff --git a/book/confidenceintervals.md b/book/confidenceintervals.md
index 6306a97..2e6b66c 100644
--- a/book/confidenceintervals.md
+++ b/book/confidenceintervals.md
@@ -20,7 +20,7 @@ If we repeatedly flip a coin *100* times, we can expect the sample proportion to
 
 ```{figure} images/bernoulliCLT.svg
 ---
-width: 50%
+width: 35%
 name: bernoulliCLT
 ---
 Each miniature histogram reflects $n=100$ coin flips where $p=0.2$. Miniature histograms are arranged into a larger histogram according to their sample average.
@@ -29,7 +29,7 @@ If we repeatedly flip a coin *400* times, we can expect the sample proportion to
 
 ```{figure} images/bernoulliCLT2.svg
 ---
-width: 50%
+width: 35%
 name: bernoulliCLT2
 ---
 Each miniature histogram reflects $n=400$ coin flips where $p=0.2$. Miniature histograms are arranged into a larger histogram according to their sample average.
@@ -66,7 +66,7 @@ Let's return to the simulated data with $p=0.2$, in {numref}`bernoulliCLT` and {
 
 ```{figure} images/bernoulliCLTwCI.svg
 ---
-width: 50%
+width: 33%
 name: bernoulliCLTwCI
 ---
 Each miniature histogram reflects $n=100$ coin flips where $p=0.2$. Grayed out histograms are those where the confidence interval misses the true parameter.
@@ -74,7 +74,7 @@ Each miniature histogram reflects $n=100$ coin flips where $p=0.2$. Grayed out h
 
 ```{figure} images/bernoulliCLT2wCI.svg
 ---
-width: 50%
+width: 33%
 name: bernoulliCLT2wCI
 ---
 Each miniature histogram reflects $n=400$ coin flips where $p=0.2$. Grayed out histograms are those where the confidence interval misses the true parameter.
diff --git a/book/images/bernoulliCLT2wCI.svg b/book/images/bernoulliCLT2wCI.svg
index 980dc17..83cb16c 100644
--- a/book/images/bernoulliCLT2wCI.svg
+++ b/book/images/bernoulliCLT2wCI.svg
@@ -6,7 +6,7 @@
   <rdf:RDF xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:cc="http://creativecommons.org/ns#" xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#">
    <cc:Work>
     <dc:type rdf:resource="http://purl.org/dc/dcmitype/StillImage"/>
-    <dc:date>2024-03-23T19:46:40.278932</dc:date>
+    <dc:date>2024-03-23T19:50:19.664808</dc:date>
     <dc:format>image/svg+xml</dc:format>
     <dc:creator>
      <cc:Agent>
@@ -47,7 +47,7 @@ L 216 19.996981
 L 216 11.927438 
 L 199.636364 11.927438 
 z
-" clip-path="url(#pa7da8957dc)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p23dfd62160)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_4">
     <path d="M 216 19.996981 
@@ -55,7 +55,7 @@ L 232.363636 19.996981
 L 232.363636 17.851913 
 L 216 17.851913 
 z
-" clip-path="url(#pa7da8957dc)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p23dfd62160)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_5">
     <path d="M 198 18.259641 
@@ -63,14 +63,14 @@ L 198 17.444184
 L 234 17.444184 
 L 234 18.259641 
 z
-" clip-path="url(#pa7da8957dc)" style="fill: #ffe5cf"/>
+" clip-path="url(#p23dfd62160)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_1"/>
    <g id="matplotlib.axis_2"/>
    <g id="line2d_1">
     <path d="M 198 17.954059 
 L 234 17.954059 
-" clip-path="url(#pa7da8957dc)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p23dfd62160)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_6">
     <path d="M 198 19.996981 
@@ -225,7 +225,7 @@ L 216 39.993962
 L 216 31.924419 
 L 199.636364 31.924419 
 z
-" clip-path="url(#p0ca2dae649)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pfd77d909cf)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_12">
     <path d="M 216 39.993962 
@@ -233,7 +233,7 @@ L 232.363636 39.993962
 L 232.363636 37.848894 
 L 216 37.848894 
 z
-" clip-path="url(#p0ca2dae649)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pfd77d909cf)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_13">
     <path d="M 198 38.256622 
@@ -241,14 +241,14 @@ L 198 37.441165
 L 234 37.441165 
 L 234 38.256622 
 z
-" clip-path="url(#p0ca2dae649)" style="fill: #ffe5cf"/>
+" clip-path="url(#pfd77d909cf)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_3"/>
    <g id="matplotlib.axis_4"/>
    <g id="line2d_2">
     <path d="M 198 37.95104 
 L 234 37.95104 
-" clip-path="url(#p0ca2dae649)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pfd77d909cf)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_14">
     <path d="M 198 39.993962 
@@ -304,7 +304,7 @@ L 216 59.990943
 L 216 51.9214 
 L 199.636364 51.9214 
 z
-" clip-path="url(#p00de528b88)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p08dc54293e)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_20">
     <path d="M 216 59.990943 
@@ -312,7 +312,7 @@ L 232.363636 59.990943
 L 232.363636 57.845875 
 L 216 57.845875 
 z
-" clip-path="url(#p00de528b88)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p08dc54293e)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_21">
     <path d="M 198 58.253603 
@@ -320,14 +320,14 @@ L 198 57.438146
 L 234 57.438146 
 L 234 58.253603 
 z
-" clip-path="url(#p00de528b88)" style="fill: #ffe5cf"/>
+" clip-path="url(#p08dc54293e)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_5"/>
    <g id="matplotlib.axis_6"/>
    <g id="line2d_3">
     <path d="M 198 57.948021 
 L 234 57.948021 
-" clip-path="url(#p00de528b88)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p08dc54293e)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_22">
     <path d="M 198 59.990943 
@@ -383,7 +383,7 @@ L 216 79.987925
 L 216 71.918381 
 L 199.636364 71.918381 
 z
-" clip-path="url(#pa9423ec00b)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p35ac429f04)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_28">
     <path d="M 216 79.987925 
@@ -391,7 +391,7 @@ L 232.363636 79.987925
 L 232.363636 77.842856 
 L 216 77.842856 
 z
-" clip-path="url(#pa9423ec00b)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p35ac429f04)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_29">
     <path d="M 198 78.250585 
@@ -399,14 +399,14 @@ L 198 77.435127
 L 234 77.435127 
 L 234 78.250585 
 z
-" clip-path="url(#pa9423ec00b)" style="fill: #ffe5cf"/>
+" clip-path="url(#p35ac429f04)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_7"/>
    <g id="matplotlib.axis_8"/>
    <g id="line2d_4">
     <path d="M 198 77.945002 
 L 234 77.945002 
-" clip-path="url(#pa9423ec00b)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p35ac429f04)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_30">
     <path d="M 198 79.987925 
@@ -462,7 +462,7 @@ L 216 99.984906
 L 216 91.889826 
 L 199.636364 91.889826 
 z
-" clip-path="url(#p81f3759101)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pc608f18155)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_36">
     <path d="M 216 99.984906 
@@ -470,7 +470,7 @@ L 232.363636 99.984906
 L 232.363636 97.865374 
 L 216 97.865374 
 z
-" clip-path="url(#p81f3759101)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pc608f18155)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_37">
     <path d="M 198 98.271309 
@@ -478,14 +478,14 @@ L 198 97.459439
 L 234 97.459439 
 L 234 98.271309 
 z
-" clip-path="url(#p81f3759101)" style="fill: #ffe5cf"/>
+" clip-path="url(#pc608f18155)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_9"/>
    <g id="matplotlib.axis_10"/>
    <g id="line2d_5">
     <path d="M 198 97.941983 
 L 234 97.941983 
-" clip-path="url(#p81f3759101)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pc608f18155)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_38">
     <path d="M 198 99.984906 
@@ -541,7 +541,7 @@ L 216 119.981887
 L 216 111.886807 
 L 199.636364 111.886807 
 z
-" clip-path="url(#pbd5bc78d90)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p076ad0cbcf)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_44">
     <path d="M 216 119.981887 
@@ -549,7 +549,7 @@ L 232.363636 119.981887
 L 232.363636 117.862355 
 L 216 117.862355 
 z
-" clip-path="url(#pbd5bc78d90)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p076ad0cbcf)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_45">
     <path d="M 198 118.26829 
@@ -557,14 +557,14 @@ L 198 117.45642
 L 234 117.45642 
 L 234 118.26829 
 z
-" clip-path="url(#pbd5bc78d90)" style="fill: #ffe5cf"/>
+" clip-path="url(#p076ad0cbcf)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_11"/>
    <g id="matplotlib.axis_12"/>
    <g id="line2d_6">
     <path d="M 198 117.938964 
 L 234 117.938964 
-" clip-path="url(#pbd5bc78d90)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p076ad0cbcf)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_46">
     <path d="M 198 119.981887 
@@ -620,7 +620,7 @@ L 216 139.978868
 L 216 131.883788 
 L 199.636364 131.883788 
 z
-" clip-path="url(#p9eaface291)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p41856b7b49)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_52">
     <path d="M 216 139.978868 
@@ -628,7 +628,7 @@ L 232.363636 139.978868
 L 232.363636 137.859336 
 L 216 137.859336 
 z
-" clip-path="url(#p9eaface291)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p41856b7b49)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_53">
     <path d="M 198 138.265271 
@@ -636,14 +636,14 @@ L 198 137.453401
 L 234 137.453401 
 L 234 138.265271 
 z
-" clip-path="url(#p9eaface291)" style="fill: #ffe5cf"/>
+" clip-path="url(#p41856b7b49)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_13"/>
    <g id="matplotlib.axis_14"/>
    <g id="line2d_7">
     <path d="M 198 137.935946 
 L 234 137.935946 
-" clip-path="url(#p9eaface291)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p41856b7b49)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_54">
     <path d="M 198 139.978868 
@@ -699,7 +699,7 @@ L 216 159.975849
 L 216 151.880769 
 L 199.636364 151.880769 
 z
-" clip-path="url(#pe52d6e99bf)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p6727325c60)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_60">
     <path d="M 216 159.975849 
@@ -707,7 +707,7 @@ L 232.363636 159.975849
 L 232.363636 157.856317 
 L 216 157.856317 
 z
-" clip-path="url(#pe52d6e99bf)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p6727325c60)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_61">
     <path d="M 198 158.262252 
@@ -715,14 +715,14 @@ L 198 157.450382
 L 234 157.450382 
 L 234 158.262252 
 z
-" clip-path="url(#pe52d6e99bf)" style="fill: #ffe5cf"/>
+" clip-path="url(#p6727325c60)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_15"/>
    <g id="matplotlib.axis_16"/>
    <g id="line2d_8">
     <path d="M 198 157.932927 
 L 234 157.932927 
-" clip-path="url(#pe52d6e99bf)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p6727325c60)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_62">
     <path d="M 198 159.975849 
@@ -778,7 +778,7 @@ L 216 179.97283
 L 216 171.87775 
 L 199.636364 171.87775 
 z
-" clip-path="url(#p0d1d604d49)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pda74947164)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_68">
     <path d="M 216 179.97283 
@@ -786,7 +786,7 @@ L 232.363636 179.97283
 L 232.363636 177.853298 
 L 216 177.853298 
 z
-" clip-path="url(#p0d1d604d49)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pda74947164)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_69">
     <path d="M 198 178.259233 
@@ -794,14 +794,14 @@ L 198 177.447363
 L 234 177.447363 
 L 234 178.259233 
 z
-" clip-path="url(#p0d1d604d49)" style="fill: #ffe5cf"/>
+" clip-path="url(#pda74947164)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_17"/>
    <g id="matplotlib.axis_18"/>
    <g id="line2d_9">
     <path d="M 198 177.929908 
 L 234 177.929908 
-" clip-path="url(#p0d1d604d49)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pda74947164)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_70">
     <path d="M 198 179.97283 
@@ -857,7 +857,7 @@ L 216 199.969811
 L 216 191.874731 
 L 199.636364 191.874731 
 z
-" clip-path="url(#p0ad52885b3)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pa47910c9b5)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_76">
     <path d="M 216 199.969811 
@@ -865,7 +865,7 @@ L 232.363636 199.969811
 L 232.363636 197.850279 
 L 216 197.850279 
 z
-" clip-path="url(#p0ad52885b3)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pa47910c9b5)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_77">
     <path d="M 198 198.256214 
@@ -873,14 +873,14 @@ L 198 197.444344
 L 234 197.444344 
 L 234 198.256214 
 z
-" clip-path="url(#p0ad52885b3)" style="fill: #ffe5cf"/>
+" clip-path="url(#pa47910c9b5)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_19"/>
    <g id="matplotlib.axis_20"/>
    <g id="line2d_10">
     <path d="M 198 197.926889 
 L 234 197.926889 
-" clip-path="url(#p0ad52885b3)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pa47910c9b5)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_78">
     <path d="M 198 199.969811 
@@ -936,7 +936,7 @@ L 216 219.966792
 L 216 211.871713 
 L 199.636364 211.871713 
 z
-" clip-path="url(#p5a68c84ab5)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p6acf944531)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_84">
     <path d="M 216 219.966792 
@@ -944,7 +944,7 @@ L 232.363636 219.966792
 L 232.363636 217.84726 
 L 216 217.84726 
 z
-" clip-path="url(#p5a68c84ab5)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p6acf944531)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_85">
     <path d="M 198 218.253196 
@@ -952,14 +952,14 @@ L 198 217.441325
 L 234 217.441325 
 L 234 218.253196 
 z
-" clip-path="url(#p5a68c84ab5)" style="fill: #ffe5cf"/>
+" clip-path="url(#p6acf944531)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_21"/>
    <g id="matplotlib.axis_22"/>
    <g id="line2d_11">
     <path d="M 198 217.92387 
 L 234 217.92387 
-" clip-path="url(#p5a68c84ab5)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p6acf944531)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_86">
     <path d="M 198 219.966792 
@@ -1015,7 +1015,7 @@ L 216 239.963774
 L 216 231.868694 
 L 199.636364 231.868694 
 z
-" clip-path="url(#p46c237b681)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pea105bf739)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_92">
     <path d="M 216 239.963774 
@@ -1023,7 +1023,7 @@ L 232.363636 239.963774
 L 232.363636 237.844242 
 L 216 237.844242 
 z
-" clip-path="url(#p46c237b681)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pea105bf739)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_93">
     <path d="M 198 238.250177 
@@ -1031,14 +1031,14 @@ L 198 237.438307
 L 234 237.438307 
 L 234 238.250177 
 z
-" clip-path="url(#p46c237b681)" style="fill: #ffe5cf"/>
+" clip-path="url(#pea105bf739)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_23"/>
    <g id="matplotlib.axis_24"/>
    <g id="line2d_12">
     <path d="M 198 237.920851 
 L 234 237.920851 
-" clip-path="url(#p46c237b681)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pea105bf739)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_94">
     <path d="M 198 239.963774 
@@ -1094,7 +1094,7 @@ L 216 259.960755
 L 216 251.865675 
 L 199.636364 251.865675 
 z
-" clip-path="url(#p101cd1ac45)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pe3533705b8)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_100">
     <path d="M 216 259.960755 
@@ -1102,7 +1102,7 @@ L 232.363636 259.960755
 L 232.363636 257.841223 
 L 216 257.841223 
 z
-" clip-path="url(#p101cd1ac45)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pe3533705b8)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_101">
     <path d="M 198 258.247158 
@@ -1110,14 +1110,14 @@ L 198 257.435288
 L 234 257.435288 
 L 234 258.247158 
 z
-" clip-path="url(#p101cd1ac45)" style="fill: #ffe5cf"/>
+" clip-path="url(#pe3533705b8)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_25"/>
    <g id="matplotlib.axis_26"/>
    <g id="line2d_13">
     <path d="M 198 257.917832 
 L 234 257.917832 
-" clip-path="url(#p101cd1ac45)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pe3533705b8)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_102">
     <path d="M 198 259.960755 
@@ -1173,7 +1173,7 @@ L 216 279.957736
 L 216 271.837119 
 L 199.636364 271.837119 
 z
-" clip-path="url(#pd1386f31e0)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pec5aa1f50e)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_108">
     <path d="M 216 279.957736 
@@ -1181,7 +1181,7 @@ L 232.363636 279.957736
 L 232.363636 277.86374 
 L 216 277.86374 
 z
-" clip-path="url(#pd1386f31e0)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pec5aa1f50e)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_109">
     <path d="M 198 278.267859 
@@ -1189,14 +1189,14 @@ L 198 277.459622
 L 234 277.459622 
 L 234 278.267859 
 z
-" clip-path="url(#pd1386f31e0)" style="fill: #ffe5cf"/>
+" clip-path="url(#pec5aa1f50e)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_27"/>
    <g id="matplotlib.axis_28"/>
    <g id="line2d_14">
     <path d="M 198 277.914813 
 L 234 277.914813 
-" clip-path="url(#pd1386f31e0)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pec5aa1f50e)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_110">
     <path d="M 198 279.957736 
@@ -1252,7 +1252,7 @@ L 216 299.954717
 L 216 291.834101 
 L 199.636364 291.834101 
 z
-" clip-path="url(#p06cad1910e)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p5c6bbed8b5)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_116">
     <path d="M 216 299.954717 
@@ -1260,7 +1260,7 @@ L 232.363636 299.954717
 L 232.363636 297.860722 
 L 216 297.860722 
 z
-" clip-path="url(#p06cad1910e)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p5c6bbed8b5)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_117">
     <path d="M 198 298.26484 
@@ -1268,14 +1268,14 @@ L 198 297.456603
 L 234 297.456603 
 L 234 298.26484 
 z
-" clip-path="url(#p06cad1910e)" style="fill: #ffe5cf"/>
+" clip-path="url(#p5c6bbed8b5)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_29"/>
    <g id="matplotlib.axis_30"/>
    <g id="line2d_15">
     <path d="M 198 297.911795 
 L 234 297.911795 
-" clip-path="url(#p06cad1910e)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p5c6bbed8b5)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_118">
     <path d="M 198 299.954717 
@@ -1331,7 +1331,7 @@ L 216 319.951698
 L 216 311.831082 
 L 199.636364 311.831082 
 z
-" clip-path="url(#pc04fbadc26)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p90e4cf4596)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_124">
     <path d="M 216 319.951698 
@@ -1339,7 +1339,7 @@ L 232.363636 319.951698
 L 232.363636 317.857703 
 L 216 317.857703 
 z
-" clip-path="url(#pc04fbadc26)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p90e4cf4596)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_125">
     <path d="M 198 318.261821 
@@ -1347,14 +1347,14 @@ L 198 317.453584
 L 234 317.453584 
 L 234 318.261821 
 z
-" clip-path="url(#pc04fbadc26)" style="fill: #ffe5cf"/>
+" clip-path="url(#p90e4cf4596)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_31"/>
    <g id="matplotlib.axis_32"/>
    <g id="line2d_16">
     <path d="M 198 317.908776 
 L 234 317.908776 
-" clip-path="url(#pc04fbadc26)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p90e4cf4596)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_126">
     <path d="M 198 319.951698 
@@ -1410,7 +1410,7 @@ L 216 339.948679
 L 216 331.828063 
 L 199.636364 331.828063 
 z
-" clip-path="url(#pb0e93cfbcc)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pd7461d610b)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_132">
     <path d="M 216 339.948679 
@@ -1418,7 +1418,7 @@ L 232.363636 339.948679
 L 232.363636 337.854684 
 L 216 337.854684 
 z
-" clip-path="url(#pb0e93cfbcc)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pd7461d610b)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_133">
     <path d="M 198 338.258802 
@@ -1426,14 +1426,14 @@ L 198 337.450566
 L 234 337.450566 
 L 234 338.258802 
 z
-" clip-path="url(#pb0e93cfbcc)" style="fill: #ffe5cf"/>
+" clip-path="url(#pd7461d610b)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_33"/>
    <g id="matplotlib.axis_34"/>
    <g id="line2d_17">
     <path d="M 198 337.905757 
 L 234 337.905757 
-" clip-path="url(#pb0e93cfbcc)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pd7461d610b)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_134">
     <path d="M 198 339.948679 
@@ -1489,7 +1489,7 @@ L 216 359.94566
 L 216 351.825044 
 L 199.636364 351.825044 
 z
-" clip-path="url(#p9d7b6a6bfe)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p7be09db45f)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_140">
     <path d="M 216 359.94566 
@@ -1497,7 +1497,7 @@ L 232.363636 359.94566
 L 232.363636 357.851665 
 L 216 357.851665 
 z
-" clip-path="url(#p9d7b6a6bfe)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p7be09db45f)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_141">
     <path d="M 198 358.255783 
@@ -1505,14 +1505,14 @@ L 198 357.447547
 L 234 357.447547 
 L 234 358.255783 
 z
-" clip-path="url(#p9d7b6a6bfe)" style="fill: #ffe5cf"/>
+" clip-path="url(#p7be09db45f)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_35"/>
    <g id="matplotlib.axis_36"/>
    <g id="line2d_18">
     <path d="M 198 357.902738 
 L 234 357.902738 
-" clip-path="url(#p9d7b6a6bfe)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p7be09db45f)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_142">
     <path d="M 198 359.94566 
@@ -1568,7 +1568,7 @@ L 216 379.942642
 L 216 371.796489 
 L 199.636364 371.796489 
 z
-" clip-path="url(#pec77f8a634)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p2f6f5f1ca8)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_148">
     <path d="M 216 379.942642 
@@ -1576,7 +1576,7 @@ L 232.363636 379.942642
 L 232.363636 377.874183 
 L 216 377.874183 
 z
-" clip-path="url(#pec77f8a634)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p2f6f5f1ca8)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_149">
     <path d="M 198 378.27646 
@@ -1584,14 +1584,14 @@ L 198 377.471905
 L 234 377.471905 
 L 234 378.27646 
 z
-" clip-path="url(#pec77f8a634)" style="fill: #ffe5cf"/>
+" clip-path="url(#p2f6f5f1ca8)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_37"/>
    <g id="matplotlib.axis_38"/>
    <g id="line2d_19">
     <path d="M 198 377.899719 
 L 234 377.899719 
-" clip-path="url(#pec77f8a634)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p2f6f5f1ca8)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_150">
     <path d="M 198 379.942642 
@@ -1647,7 +1647,7 @@ L 216 399.939623
 L 216 391.79347 
 L 199.636364 391.79347 
 z
-" clip-path="url(#p18aaca7672)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pb0ac5e4b27)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_156">
     <path d="M 216 399.939623 
@@ -1655,7 +1655,7 @@ L 232.363636 399.939623
 L 232.363636 397.871164 
 L 216 397.871164 
 z
-" clip-path="url(#p18aaca7672)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pb0ac5e4b27)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_157">
     <path d="M 198 398.273441 
@@ -1663,14 +1663,14 @@ L 198 397.468886
 L 234 397.468886 
 L 234 398.273441 
 z
-" clip-path="url(#p18aaca7672)" style="fill: #ffe5cf"/>
+" clip-path="url(#pb0ac5e4b27)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_39"/>
    <g id="matplotlib.axis_40"/>
    <g id="line2d_20">
     <path d="M 198 397.8967 
 L 234 397.8967 
-" clip-path="url(#p18aaca7672)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pb0ac5e4b27)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_158">
     <path d="M 198 399.939623 
@@ -1726,7 +1726,7 @@ L 216 419.936604
 L 216 411.790451 
 L 199.636364 411.790451 
 z
-" clip-path="url(#pc9bde747f3)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pdea3229450)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_164">
     <path d="M 216 419.936604 
@@ -1734,7 +1734,7 @@ L 232.363636 419.936604
 L 232.363636 417.868145 
 L 216 417.868145 
 z
-" clip-path="url(#pc9bde747f3)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pdea3229450)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_165">
     <path d="M 198 418.270422 
@@ -1742,14 +1742,14 @@ L 198 417.465867
 L 234 417.465867 
 L 234 418.270422 
 z
-" clip-path="url(#pc9bde747f3)" style="fill: #ffe5cf"/>
+" clip-path="url(#pdea3229450)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_41"/>
    <g id="matplotlib.axis_42"/>
    <g id="line2d_21">
     <path d="M 198 417.893681 
 L 234 417.893681 
-" clip-path="url(#pc9bde747f3)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pdea3229450)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_166">
     <path d="M 198 419.936604 
@@ -1805,7 +1805,7 @@ L 216 439.933585
 L 216 431.787432 
 L 199.636364 431.787432 
 z
-" clip-path="url(#pd5678b3265)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pe96916c833)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_172">
     <path d="M 216 439.933585 
@@ -1813,7 +1813,7 @@ L 232.363636 439.933585
 L 232.363636 437.865126 
 L 216 437.865126 
 z
-" clip-path="url(#pd5678b3265)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pe96916c833)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_173">
     <path d="M 198 438.267404 
@@ -1821,14 +1821,14 @@ L 198 437.462848
 L 234 437.462848 
 L 234 438.267404 
 z
-" clip-path="url(#pd5678b3265)" style="fill: #ffe5cf"/>
+" clip-path="url(#pe96916c833)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_43"/>
    <g id="matplotlib.axis_44"/>
    <g id="line2d_22">
     <path d="M 198 437.890663 
 L 234 437.890663 
-" clip-path="url(#pd5678b3265)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pe96916c833)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_174">
     <path d="M 198 439.933585 
@@ -1884,7 +1884,7 @@ L 216 459.930566
 L 216 451.784413 
 L 199.636364 451.784413 
 z
-" clip-path="url(#p2ee7f22e73)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pa7040d53c8)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_180">
     <path d="M 216 459.930566 
@@ -1892,7 +1892,7 @@ L 232.363636 459.930566
 L 232.363636 457.862107 
 L 216 457.862107 
 z
-" clip-path="url(#p2ee7f22e73)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pa7040d53c8)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_181">
     <path d="M 198 458.264385 
@@ -1900,14 +1900,14 @@ L 198 457.45983
 L 234 457.45983 
 L 234 458.264385 
 z
-" clip-path="url(#p2ee7f22e73)" style="fill: #ffe5cf"/>
+" clip-path="url(#pa7040d53c8)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_45"/>
    <g id="matplotlib.axis_46"/>
    <g id="line2d_23">
     <path d="M 198 457.887644 
 L 234 457.887644 
-" clip-path="url(#p2ee7f22e73)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pa7040d53c8)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_182">
     <path d="M 198 459.930566 
@@ -1963,7 +1963,7 @@ L 216 479.927547
 L 216 471.781394 
 L 199.636364 471.781394 
 z
-" clip-path="url(#pd84c42314e)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p22615f386d)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_188">
     <path d="M 216 479.927547 
@@ -1971,7 +1971,7 @@ L 232.363636 479.927547
 L 232.363636 477.859088 
 L 216 477.859088 
 z
-" clip-path="url(#pd84c42314e)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p22615f386d)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_189">
     <path d="M 198 478.261366 
@@ -1979,14 +1979,14 @@ L 198 477.456811
 L 234 477.456811 
 L 234 478.261366 
 z
-" clip-path="url(#pd84c42314e)" style="fill: #ffe5cf"/>
+" clip-path="url(#p22615f386d)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_47"/>
    <g id="matplotlib.axis_48"/>
    <g id="line2d_24">
     <path d="M 198 477.884625 
 L 234 477.884625 
-" clip-path="url(#pd84c42314e)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p22615f386d)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_190">
     <path d="M 198 479.927547 
@@ -2042,7 +2042,7 @@ L 216 499.924528
 L 216 491.752839 
 L 199.636364 491.752839 
 z
-" clip-path="url(#p18da17920f)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p79852eb8b5)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_196">
     <path d="M 216 499.924528 
@@ -2050,7 +2050,7 @@ L 232.363636 499.924528
 L 232.363636 497.881606 
 L 216 497.881606 
 z
-" clip-path="url(#p18da17920f)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p79852eb8b5)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_197">
     <path d="M 198 498.282019 
@@ -2058,14 +2058,14 @@ L 198 497.481193
 L 234 497.481193 
 L 234 498.282019 
 z
-" clip-path="url(#p18da17920f)" style="fill: #ffe5cf"/>
+" clip-path="url(#p79852eb8b5)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_49"/>
    <g id="matplotlib.axis_50"/>
    <g id="line2d_25">
     <path d="M 198 497.881606 
 L 234 497.881606 
-" clip-path="url(#p18da17920f)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p79852eb8b5)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_198">
     <path d="M 198 499.924528 
@@ -2121,7 +2121,7 @@ L 216 519.921509
 L 216 511.74982 
 L 199.636364 511.74982 
 z
-" clip-path="url(#p72faa85ee3)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pdd6c8aac57)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_204">
     <path d="M 216 519.921509 
@@ -2129,7 +2129,7 @@ L 232.363636 519.921509
 L 232.363636 517.878587 
 L 216 517.878587 
 z
-" clip-path="url(#p72faa85ee3)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pdd6c8aac57)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_205">
     <path d="M 198 518.279 
@@ -2137,14 +2137,14 @@ L 198 517.478174
 L 234 517.478174 
 L 234 518.279 
 z
-" clip-path="url(#p72faa85ee3)" style="fill: #ffe5cf"/>
+" clip-path="url(#pdd6c8aac57)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_51"/>
    <g id="matplotlib.axis_52"/>
    <g id="line2d_26">
     <path d="M 198 517.878587 
 L 234 517.878587 
-" clip-path="url(#p72faa85ee3)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pdd6c8aac57)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_206">
     <path d="M 198 519.921509 
@@ -2200,7 +2200,7 @@ L 216 539.918491
 L 216 531.746801 
 L 199.636364 531.746801 
 z
-" clip-path="url(#p51e326c00b)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p038d698801)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_212">
     <path d="M 216 539.918491 
@@ -2208,7 +2208,7 @@ L 232.363636 539.918491
 L 232.363636 537.875568 
 L 216 537.875568 
 z
-" clip-path="url(#p51e326c00b)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p038d698801)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_213">
     <path d="M 198 538.275981 
@@ -2216,14 +2216,14 @@ L 198 537.475155
 L 234 537.475155 
 L 234 538.275981 
 z
-" clip-path="url(#p51e326c00b)" style="fill: #ffe5cf"/>
+" clip-path="url(#p038d698801)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_53"/>
    <g id="matplotlib.axis_54"/>
    <g id="line2d_27">
     <path d="M 198 537.875568 
 L 234 537.875568 
-" clip-path="url(#p51e326c00b)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p038d698801)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_214">
     <path d="M 198 539.918491 
@@ -2279,7 +2279,7 @@ L 216 559.915472
 L 216 551.743782 
 L 199.636364 551.743782 
 z
-" clip-path="url(#pd1d2d06d0a)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p9bda99391d)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_220">
     <path d="M 216 559.915472 
@@ -2287,7 +2287,7 @@ L 232.363636 559.915472
 L 232.363636 557.872549 
 L 216 557.872549 
 z
-" clip-path="url(#pd1d2d06d0a)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p9bda99391d)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_221">
     <path d="M 198 558.272962 
@@ -2295,14 +2295,14 @@ L 198 557.472137
 L 234 557.472137 
 L 234 558.272962 
 z
-" clip-path="url(#pd1d2d06d0a)" style="fill: #ffe5cf"/>
+" clip-path="url(#p9bda99391d)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_55"/>
    <g id="matplotlib.axis_56"/>
    <g id="line2d_28">
     <path d="M 198 557.872549 
 L 234 557.872549 
-" clip-path="url(#pd1d2d06d0a)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p9bda99391d)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_222">
     <path d="M 198 559.915472 
@@ -2358,7 +2358,7 @@ L 216 579.912453
 L 216 571.740763 
 L 199.636364 571.740763 
 z
-" clip-path="url(#pbe683f7bf0)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pc77e1c91a6)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_228">
     <path d="M 216 579.912453 
@@ -2366,7 +2366,7 @@ L 232.363636 579.912453
 L 232.363636 577.86953 
 L 216 577.86953 
 z
-" clip-path="url(#pbe683f7bf0)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pc77e1c91a6)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_229">
     <path d="M 198 578.269943 
@@ -2374,14 +2374,14 @@ L 198 577.469118
 L 234 577.469118 
 L 234 578.269943 
 z
-" clip-path="url(#pbe683f7bf0)" style="fill: #ffe5cf"/>
+" clip-path="url(#pc77e1c91a6)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_57"/>
    <g id="matplotlib.axis_58"/>
    <g id="line2d_29">
     <path d="M 198 577.86953 
 L 234 577.86953 
-" clip-path="url(#pbe683f7bf0)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pc77e1c91a6)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_230">
     <path d="M 198 579.912453 
@@ -2437,7 +2437,7 @@ L 216 599.909434
 L 216 591.737744 
 L 199.636364 591.737744 
 z
-" clip-path="url(#pb090cd1d45)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pc4b9f7998d)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_236">
     <path d="M 216 599.909434 
@@ -2445,7 +2445,7 @@ L 232.363636 599.909434
 L 232.363636 597.866512 
 L 216 597.866512 
 z
-" clip-path="url(#pb090cd1d45)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pc4b9f7998d)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_237">
     <path d="M 198 598.266924 
@@ -2453,14 +2453,14 @@ L 198 597.466099
 L 234 597.466099 
 L 234 598.266924 
 z
-" clip-path="url(#pb090cd1d45)" style="fill: #ffe5cf"/>
+" clip-path="url(#pc4b9f7998d)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_59"/>
    <g id="matplotlib.axis_60"/>
    <g id="line2d_30">
     <path d="M 198 597.866512 
 L 234 597.866512 
-" clip-path="url(#pb090cd1d45)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pc4b9f7998d)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_238">
     <path d="M 198 599.909434 
@@ -2516,7 +2516,7 @@ L 216 619.906415
 L 216 611.734726 
 L 199.636364 611.734726 
 z
-" clip-path="url(#p3d9ca8d786)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p56dbf8ccc1)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_244">
     <path d="M 216 619.906415 
@@ -2524,7 +2524,7 @@ L 232.363636 619.906415
 L 232.363636 617.863493 
 L 216 617.863493 
 z
-" clip-path="url(#p3d9ca8d786)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p56dbf8ccc1)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_245">
     <path d="M 198 618.263906 
@@ -2532,14 +2532,14 @@ L 198 617.46308
 L 234 617.46308 
 L 234 618.263906 
 z
-" clip-path="url(#p3d9ca8d786)" style="fill: #ffe5cf"/>
+" clip-path="url(#p56dbf8ccc1)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_61"/>
    <g id="matplotlib.axis_62"/>
    <g id="line2d_31">
     <path d="M 198 617.863493 
 L 234 617.863493 
-" clip-path="url(#p3d9ca8d786)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p56dbf8ccc1)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_246">
     <path d="M 198 619.906415 
@@ -2595,7 +2595,7 @@ L 216 639.903396
 L 216 631.731707 
 L 199.636364 631.731707 
 z
-" clip-path="url(#p31b547e452)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pedc9737e1d)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_252">
     <path d="M 216 639.903396 
@@ -2603,7 +2603,7 @@ L 232.363636 639.903396
 L 232.363636 637.860474 
 L 216 637.860474 
 z
-" clip-path="url(#p31b547e452)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pedc9737e1d)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_253">
     <path d="M 198 638.260887 
@@ -2611,14 +2611,14 @@ L 198 637.460061
 L 234 637.460061 
 L 234 638.260887 
 z
-" clip-path="url(#p31b547e452)" style="fill: #ffe5cf"/>
+" clip-path="url(#pedc9737e1d)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_63"/>
    <g id="matplotlib.axis_64"/>
    <g id="line2d_32">
     <path d="M 198 637.860474 
 L 234 637.860474 
-" clip-path="url(#p31b547e452)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pedc9737e1d)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_254">
     <path d="M 198 639.903396 
@@ -2674,7 +2674,7 @@ L 216 659.900377
 L 216 651.703151 
 L 199.636364 651.703151 
 z
-" clip-path="url(#p503303bc38)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pfdc6efaa9b)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_260">
     <path d="M 216 659.900377 
@@ -2682,7 +2682,7 @@ L 232.363636 659.900377
 L 232.363636 657.882992 
 L 216 657.882992 
 z
-" clip-path="url(#p503303bc38)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pfdc6efaa9b)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_261">
     <path d="M 198 658.281515 
@@ -2690,14 +2690,14 @@ L 198 657.484468
 L 234 657.484468 
 L 234 658.281515 
 z
-" clip-path="url(#p503303bc38)" style="fill: #ffe5cf"/>
+" clip-path="url(#pfdc6efaa9b)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_65"/>
    <g id="matplotlib.axis_66"/>
    <g id="line2d_33">
     <path d="M 198 657.857455 
 L 234 657.857455 
-" clip-path="url(#p503303bc38)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pfdc6efaa9b)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_262">
     <path d="M 198 659.900377 
@@ -2745,7 +2745,7 @@ L 262.8 659.900377
 L 262.8 652.060663 
 L 246.436364 652.060663 
 z
-" clip-path="url(#p97e4d4dc64)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pe4e2416bfc)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_268">
     <path d="M 262.8 659.900377 
@@ -2753,7 +2753,7 @@ L 279.163636 659.900377
 L 279.163636 657.52548 
 L 262.8 657.52548 
 z
-" clip-path="url(#p97e4d4dc64)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pe4e2416bfc)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_269">
     <path d="M 244.8 657.948342 
@@ -2761,14 +2761,14 @@ L 244.8 657.102618
 L 280.8 657.102618 
 L 280.8 657.948342 
 z
-" clip-path="url(#p97e4d4dc64)" style="fill: #ffe5cf"/>
+" clip-path="url(#pe4e2416bfc)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_67"/>
    <g id="matplotlib.axis_68"/>
    <g id="line2d_34">
     <path d="M 244.8 657.857455 
 L 280.8 657.857455 
-" clip-path="url(#p97e4d4dc64)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pe4e2416bfc)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_270">
     <path d="M 244.8 659.900377 
@@ -2823,7 +2823,7 @@ L 216 679.897358
 L 216 671.700132 
 L 199.636364 671.700132 
 z
-" clip-path="url(#p26306735cd)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p5ca40225dc)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_276">
     <path d="M 216 679.897358 
@@ -2831,7 +2831,7 @@ L 232.363636 679.897358
 L 232.363636 677.879973 
 L 216 677.879973 
 z
-" clip-path="url(#p26306735cd)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p5ca40225dc)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_277">
     <path d="M 198 678.278496 
@@ -2839,14 +2839,14 @@ L 198 677.481449
 L 234 677.481449 
 L 234 678.278496 
 z
-" clip-path="url(#p26306735cd)" style="fill: #ffe5cf"/>
+" clip-path="url(#p5ca40225dc)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_69"/>
    <g id="matplotlib.axis_70"/>
    <g id="line2d_35">
     <path d="M 198 677.854436 
 L 234 677.854436 
-" clip-path="url(#p26306735cd)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p5ca40225dc)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_278">
     <path d="M 198 679.897358 
@@ -2894,7 +2894,7 @@ L 262.8 679.897358
 L 262.8 672.057644 
 L 246.436364 672.057644 
 z
-" clip-path="url(#p1227434726)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p3a07285eba)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_284">
     <path d="M 262.8 679.897358 
@@ -2902,7 +2902,7 @@ L 279.163636 679.897358
 L 279.163636 677.522461 
 L 262.8 677.522461 
 z
-" clip-path="url(#p1227434726)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p3a07285eba)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_285">
     <path d="M 244.8 677.945323 
@@ -2910,14 +2910,14 @@ L 244.8 677.099599
 L 280.8 677.099599 
 L 280.8 677.945323 
 z
-" clip-path="url(#p1227434726)" style="fill: #ffe5cf"/>
+" clip-path="url(#p3a07285eba)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_71"/>
    <g id="matplotlib.axis_72"/>
    <g id="line2d_36">
     <path d="M 244.8 677.854436 
 L 280.8 677.854436 
-" clip-path="url(#p1227434726)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p3a07285eba)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_286">
     <path d="M 244.8 679.897358 
@@ -2972,7 +2972,7 @@ L 216 699.89434
 L 216 691.697114 
 L 199.636364 691.697114 
 z
-" clip-path="url(#p73753c9961)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pddbb88fb66)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_292">
     <path d="M 216 699.89434 
@@ -2980,7 +2980,7 @@ L 232.363636 699.89434
 L 232.363636 697.876954 
 L 216 697.876954 
 z
-" clip-path="url(#p73753c9961)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pddbb88fb66)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_293">
     <path d="M 198 698.275477 
@@ -2988,14 +2988,14 @@ L 198 697.47843
 L 234 697.47843 
 L 234 698.275477 
 z
-" clip-path="url(#p73753c9961)" style="fill: #ffe5cf"/>
+" clip-path="url(#pddbb88fb66)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_73"/>
    <g id="matplotlib.axis_74"/>
    <g id="line2d_37">
     <path d="M 198 697.851417 
 L 234 697.851417 
-" clip-path="url(#p73753c9961)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pddbb88fb66)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_294">
     <path d="M 198 699.89434 
@@ -3043,7 +3043,7 @@ L 262.8 699.89434
 L 262.8 692.054625 
 L 246.436364 692.054625 
 z
-" clip-path="url(#p74625b9af8)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p2d9a363553)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_300">
     <path d="M 262.8 699.89434 
@@ -3051,7 +3051,7 @@ L 279.163636 699.89434
 L 279.163636 697.519442 
 L 262.8 697.519442 
 z
-" clip-path="url(#p74625b9af8)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p2d9a363553)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_301">
     <path d="M 244.8 697.942304 
@@ -3059,14 +3059,14 @@ L 244.8 697.09658
 L 280.8 697.09658 
 L 280.8 697.942304 
 z
-" clip-path="url(#p74625b9af8)" style="fill: #ffe5cf"/>
+" clip-path="url(#p2d9a363553)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_75"/>
    <g id="matplotlib.axis_76"/>
    <g id="line2d_38">
     <path d="M 244.8 697.851417 
 L 280.8 697.851417 
-" clip-path="url(#p74625b9af8)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p2d9a363553)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_302">
     <path d="M 244.8 699.89434 
@@ -3121,7 +3121,7 @@ L 216 719.891321
 L 216 711.694095 
 L 199.636364 711.694095 
 z
-" clip-path="url(#pa2008d50b5)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p1509343b87)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_308">
     <path d="M 216 719.891321 
@@ -3129,7 +3129,7 @@ L 232.363636 719.891321
 L 232.363636 717.873935 
 L 216 717.873935 
 z
-" clip-path="url(#pa2008d50b5)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p1509343b87)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_309">
     <path d="M 198 718.272458 
@@ -3137,14 +3137,14 @@ L 198 717.475411
 L 234 717.475411 
 L 234 718.272458 
 z
-" clip-path="url(#pa2008d50b5)" style="fill: #ffe5cf"/>
+" clip-path="url(#p1509343b87)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_77"/>
    <g id="matplotlib.axis_78"/>
    <g id="line2d_39">
     <path d="M 198 717.848398 
 L 234 717.848398 
-" clip-path="url(#pa2008d50b5)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p1509343b87)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_310">
     <path d="M 198 719.891321 
@@ -3192,7 +3192,7 @@ L 262.8 719.891321
 L 262.8 712.02607 
 L 246.436364 712.02607 
 z
-" clip-path="url(#p418d67ccb0)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pad718ae6f7)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_316">
     <path d="M 262.8 719.891321 
@@ -3200,7 +3200,7 @@ L 279.163636 719.891321
 L 279.163636 717.54196 
 L 262.8 717.54196 
 z
-" clip-path="url(#p418d67ccb0)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pad718ae6f7)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_317">
     <path d="M 244.8 717.963227 
@@ -3208,14 +3208,14 @@ L 244.8 717.120693
 L 280.8 717.120693 
 L 280.8 717.963227 
 z
-" clip-path="url(#p418d67ccb0)" style="fill: #ffe5cf"/>
+" clip-path="url(#pad718ae6f7)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_79"/>
    <g id="matplotlib.axis_80"/>
    <g id="line2d_40">
     <path d="M 244.8 717.848398 
 L 280.8 717.848398 
-" clip-path="url(#p418d67ccb0)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pad718ae6f7)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_318">
     <path d="M 244.8 719.891321 
@@ -3269,7 +3269,7 @@ L 169.2 739.888302
 L 169.2 731.58893 
 L 152.836364 731.58893 
 z
-" clip-path="url(#p02ad6ab5fa)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pec33160138)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_324">
     <path d="M 169.2 739.888302 
@@ -3277,7 +3277,7 @@ L 185.563636 739.888302
 L 185.563636 737.973062 
 L 169.2 737.973062 
 z
-" clip-path="url(#p02ad6ab5fa)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pec33160138)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_325">
     <path d="M 151.2 738.363777 
@@ -3285,14 +3285,14 @@ L 151.2 737.582347
 L 187.2 737.582347 
 L 187.2 738.363777 
 z
-" clip-path="url(#p02ad6ab5fa)" style="fill: #ffe5cf"/>
+" clip-path="url(#pec33160138)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_81"/>
    <g id="matplotlib.axis_82"/>
    <g id="line2d_41">
     <path d="M 151.2 737.84538 
 L 187.2 737.84538 
-" clip-path="url(#p02ad6ab5fa)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pec33160138)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_326">
     <path d="M 151.2 739.888302 
@@ -3340,7 +3340,7 @@ L 216 739.888302
 L 216 731.691076 
 L 199.636364 731.691076 
 z
-" clip-path="url(#p61aa95228b)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p969c5cfc83)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_332">
     <path d="M 216 739.888302 
@@ -3348,7 +3348,7 @@ L 232.363636 739.888302
 L 232.363636 737.870916 
 L 216 737.870916 
 z
-" clip-path="url(#p61aa95228b)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p969c5cfc83)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_333">
     <path d="M 198 738.26944 
@@ -3356,14 +3356,14 @@ L 198 737.472392
 L 234 737.472392 
 L 234 738.26944 
 z
-" clip-path="url(#p61aa95228b)" style="fill: #ffe5cf"/>
+" clip-path="url(#p969c5cfc83)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_83"/>
    <g id="matplotlib.axis_84"/>
    <g id="line2d_42">
     <path d="M 198 737.84538 
 L 234 737.84538 
-" clip-path="url(#p61aa95228b)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p969c5cfc83)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_334">
     <path d="M 198 739.888302 
@@ -3411,7 +3411,7 @@ L 262.8 739.888302
 L 262.8 732.023051 
 L 246.436364 732.023051 
 z
-" clip-path="url(#p9a3fff35da)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pec69356866)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_340">
     <path d="M 262.8 739.888302 
@@ -3419,7 +3419,7 @@ L 279.163636 739.888302
 L 279.163636 737.538941 
 L 262.8 737.538941 
 z
-" clip-path="url(#p9a3fff35da)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pec69356866)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_341">
     <path d="M 244.8 737.960208 
@@ -3427,14 +3427,14 @@ L 244.8 737.117674
 L 280.8 737.117674 
 L 280.8 737.960208 
 z
-" clip-path="url(#p9a3fff35da)" style="fill: #ffe5cf"/>
+" clip-path="url(#pec69356866)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_85"/>
    <g id="matplotlib.axis_86"/>
    <g id="line2d_43">
     <path d="M 244.8 737.84538 
 L 280.8 737.84538 
-" clip-path="url(#p9a3fff35da)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pec69356866)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_342">
     <path d="M 244.8 739.888302 
@@ -3488,7 +3488,7 @@ L 169.2 759.885283
 L 169.2 751.585911 
 L 152.836364 751.585911 
 z
-" clip-path="url(#p3c1ed9a657)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p62010398b4)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_348">
     <path d="M 169.2 759.885283 
@@ -3496,7 +3496,7 @@ L 185.563636 759.885283
 L 185.563636 757.970043 
 L 169.2 757.970043 
 z
-" clip-path="url(#p3c1ed9a657)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p62010398b4)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_349">
     <path d="M 151.2 758.360758 
@@ -3504,14 +3504,14 @@ L 151.2 757.579328
 L 187.2 757.579328 
 L 187.2 758.360758 
 z
-" clip-path="url(#p3c1ed9a657)" style="fill: #ffe5cf"/>
+" clip-path="url(#p62010398b4)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_87"/>
    <g id="matplotlib.axis_88"/>
    <g id="line2d_44">
     <path d="M 151.2 757.842361 
 L 187.2 757.842361 
-" clip-path="url(#p3c1ed9a657)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p62010398b4)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_350">
     <path d="M 151.2 759.885283 
@@ -3559,7 +3559,7 @@ L 216 759.885283
 L 216 751.66252 
 L 199.636364 751.66252 
 z
-" clip-path="url(#pfe4bca0e23)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p3996812493)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_356">
     <path d="M 216 759.885283 
@@ -3567,7 +3567,7 @@ L 232.363636 759.885283
 L 232.363636 757.893434 
 L 216 757.893434 
 z
-" clip-path="url(#pfe4bca0e23)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p3996812493)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_357">
     <path d="M 198 758.290043 
@@ -3575,14 +3575,14 @@ L 198 757.496824
 L 234 757.496824 
 L 234 758.290043 
 z
-" clip-path="url(#pfe4bca0e23)" style="fill: #ffe5cf"/>
+" clip-path="url(#p3996812493)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_89"/>
    <g id="matplotlib.axis_90"/>
    <g id="line2d_45">
     <path d="M 198 757.842361 
 L 234 757.842361 
-" clip-path="url(#pfe4bca0e23)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p3996812493)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_358">
     <path d="M 198 759.885283 
@@ -3630,7 +3630,7 @@ L 262.8 759.885283
 L 262.8 752.020032 
 L 246.436364 752.020032 
 z
-" clip-path="url(#p7a9859f4e6)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p72603c7bcb)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_364">
     <path d="M 262.8 759.885283 
@@ -3638,7 +3638,7 @@ L 279.163636 759.885283
 L 279.163636 757.535922 
 L 262.8 757.535922 
 z
-" clip-path="url(#p7a9859f4e6)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p72603c7bcb)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_365">
     <path d="M 244.8 757.957189 
@@ -3646,14 +3646,14 @@ L 244.8 757.114656
 L 280.8 757.114656 
 L 280.8 757.957189 
 z
-" clip-path="url(#p7a9859f4e6)" style="fill: #ffe5cf"/>
+" clip-path="url(#p72603c7bcb)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_91"/>
    <g id="matplotlib.axis_92"/>
    <g id="line2d_46">
     <path d="M 244.8 757.842361 
 L 280.8 757.842361 
-" clip-path="url(#p7a9859f4e6)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p72603c7bcb)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_366">
     <path d="M 244.8 759.885283 
@@ -3707,7 +3707,7 @@ L 169.2 779.882264
 L 169.2 771.582892 
 L 152.836364 771.582892 
 z
-" clip-path="url(#p0c86746dd2)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p42235fdc64)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_372">
     <path d="M 169.2 779.882264 
@@ -3715,7 +3715,7 @@ L 185.563636 779.882264
 L 185.563636 777.967024 
 L 169.2 777.967024 
 z
-" clip-path="url(#p0c86746dd2)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p42235fdc64)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_373">
     <path d="M 151.2 778.35774 
@@ -3723,14 +3723,14 @@ L 151.2 777.576309
 L 187.2 777.576309 
 L 187.2 778.35774 
 z
-" clip-path="url(#p0c86746dd2)" style="fill: #ffe5cf"/>
+" clip-path="url(#p42235fdc64)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_93"/>
    <g id="matplotlib.axis_94"/>
    <g id="line2d_47">
     <path d="M 151.2 777.839342 
 L 187.2 777.839342 
-" clip-path="url(#p0c86746dd2)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p42235fdc64)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_374">
     <path d="M 151.2 779.882264 
@@ -3778,7 +3778,7 @@ L 216 779.882264
 L 216 771.659502 
 L 199.636364 771.659502 
 z
-" clip-path="url(#pd6ca2e260f)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p7ff3723fa0)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_380">
     <path d="M 216 779.882264 
@@ -3786,7 +3786,7 @@ L 232.363636 779.882264
 L 232.363636 777.890415 
 L 216 777.890415 
 z
-" clip-path="url(#pd6ca2e260f)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p7ff3723fa0)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_381">
     <path d="M 198 778.287024 
@@ -3794,14 +3794,14 @@ L 198 777.493805
 L 234 777.493805 
 L 234 778.287024 
 z
-" clip-path="url(#pd6ca2e260f)" style="fill: #ffe5cf"/>
+" clip-path="url(#p7ff3723fa0)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_95"/>
    <g id="matplotlib.axis_96"/>
    <g id="line2d_48">
     <path d="M 198 777.839342 
 L 234 777.839342 
-" clip-path="url(#pd6ca2e260f)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p7ff3723fa0)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_382">
     <path d="M 198 779.882264 
@@ -3849,7 +3849,7 @@ L 262.8 779.882264
 L 262.8 771.991477 
 L 246.436364 771.991477 
 z
-" clip-path="url(#p1be757f8e1)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p44141dc310)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_388">
     <path d="M 262.8 779.882264 
@@ -3857,7 +3857,7 @@ L 279.163636 779.882264
 L 279.163636 777.55844 
 L 262.8 777.55844 
 z
-" clip-path="url(#p1be757f8e1)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p44141dc310)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_389">
     <path d="M 244.8 777.978091 
@@ -3865,14 +3865,14 @@ L 244.8 777.138789
 L 280.8 777.138789 
 L 280.8 777.978091 
 z
-" clip-path="url(#p1be757f8e1)" style="fill: #ffe5cf"/>
+" clip-path="url(#p44141dc310)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_97"/>
    <g id="matplotlib.axis_98"/>
    <g id="line2d_49">
     <path d="M 244.8 777.839342 
 L 280.8 777.839342 
-" clip-path="url(#p1be757f8e1)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p44141dc310)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_390">
     <path d="M 244.8 779.882264 
@@ -3926,7 +3926,7 @@ L 169.2 799.879245
 L 169.2 791.5288 
 L 152.836364 791.5288 
 z
-" clip-path="url(#p771479d25b)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p99e0ab9f3b)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_396">
     <path d="M 169.2 799.879245 
@@ -3934,7 +3934,7 @@ L 185.563636 799.879245
 L 185.563636 798.015079 
 L 169.2 798.015079 
 z
-" clip-path="url(#p771479d25b)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p99e0ab9f3b)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_397">
     <path d="M 151.2 798.401733 
@@ -3942,14 +3942,14 @@ L 151.2 797.628424
 L 187.2 797.628424 
 L 187.2 798.401733 
 z
-" clip-path="url(#p771479d25b)" style="fill: #ffe5cf"/>
+" clip-path="url(#p99e0ab9f3b)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_99"/>
    <g id="matplotlib.axis_100"/>
    <g id="line2d_50">
     <path d="M 151.2 797.836323 
 L 187.2 797.836323 
-" clip-path="url(#p771479d25b)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p99e0ab9f3b)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_398">
     <path d="M 151.2 799.879245 
@@ -3997,7 +3997,7 @@ L 216 799.879245
 L 216 791.656483 
 L 199.636364 791.656483 
 z
-" clip-path="url(#p2c8334b231)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p885dfafd75)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_404">
     <path d="M 216 799.879245 
@@ -4005,7 +4005,7 @@ L 232.363636 799.879245
 L 232.363636 797.887396 
 L 216 797.887396 
 z
-" clip-path="url(#p2c8334b231)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p885dfafd75)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_405">
     <path d="M 198 798.284006 
@@ -4013,14 +4013,14 @@ L 198 797.490786
 L 234 797.490786 
 L 234 798.284006 
 z
-" clip-path="url(#p2c8334b231)" style="fill: #ffe5cf"/>
+" clip-path="url(#p885dfafd75)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_101"/>
    <g id="matplotlib.axis_102"/>
    <g id="line2d_51">
     <path d="M 198 797.836323 
 L 234 797.836323 
-" clip-path="url(#p2c8334b231)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p885dfafd75)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_406">
     <path d="M 198 799.879245 
@@ -4068,7 +4068,7 @@ L 262.8 799.879245
 L 262.8 791.988458 
 L 246.436364 791.988458 
 z
-" clip-path="url(#p6425c5f0f3)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p2cebd5ac7f)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_412">
     <path d="M 262.8 799.879245 
@@ -4076,7 +4076,7 @@ L 279.163636 799.879245
 L 279.163636 797.555421 
 L 262.8 797.555421 
 z
-" clip-path="url(#p6425c5f0f3)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p2cebd5ac7f)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_413">
     <path d="M 244.8 797.975072 
@@ -4084,14 +4084,14 @@ L 244.8 797.13577
 L 280.8 797.13577 
 L 280.8 797.975072 
 z
-" clip-path="url(#p6425c5f0f3)" style="fill: #ffe5cf"/>
+" clip-path="url(#p2cebd5ac7f)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_103"/>
    <g id="matplotlib.axis_104"/>
    <g id="line2d_52">
     <path d="M 244.8 797.836323 
 L 280.8 797.836323 
-" clip-path="url(#p6425c5f0f3)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p2cebd5ac7f)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_414">
     <path d="M 244.8 799.879245 
@@ -4145,7 +4145,7 @@ L 169.2 819.876226
 L 169.2 811.525781 
 L 152.836364 811.525781 
 z
-" clip-path="url(#pf4a6609aca)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p359196b1bb)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_420">
     <path d="M 169.2 819.876226 
@@ -4153,7 +4153,7 @@ L 185.563636 819.876226
 L 185.563636 818.01206 
 L 169.2 818.01206 
 z
-" clip-path="url(#pf4a6609aca)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p359196b1bb)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_421">
     <path d="M 151.2 818.398714 
@@ -4161,14 +4161,14 @@ L 151.2 817.625405
 L 187.2 817.625405 
 L 187.2 818.398714 
 z
-" clip-path="url(#pf4a6609aca)" style="fill: #ffe5cf"/>
+" clip-path="url(#p359196b1bb)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_105"/>
    <g id="matplotlib.axis_106"/>
    <g id="line2d_53">
     <path d="M 151.2 817.833304 
 L 187.2 817.833304 
-" clip-path="url(#pf4a6609aca)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p359196b1bb)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_422">
     <path d="M 151.2 819.876226 
@@ -4216,7 +4216,7 @@ L 216 819.876226
 L 216 811.653464 
 L 199.636364 811.653464 
 z
-" clip-path="url(#p290acb7529)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pf92907c4fe)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_428">
     <path d="M 216 819.876226 
@@ -4224,7 +4224,7 @@ L 232.363636 819.876226
 L 232.363636 817.884377 
 L 216 817.884377 
 z
-" clip-path="url(#p290acb7529)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pf92907c4fe)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_429">
     <path d="M 198 818.280987 
@@ -4232,14 +4232,14 @@ L 198 817.487768
 L 234 817.487768 
 L 234 818.280987 
 z
-" clip-path="url(#p290acb7529)" style="fill: #ffe5cf"/>
+" clip-path="url(#pf92907c4fe)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_107"/>
    <g id="matplotlib.axis_108"/>
    <g id="line2d_54">
     <path d="M 198 817.833304 
 L 234 817.833304 
-" clip-path="url(#p290acb7529)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pf92907c4fe)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_430">
     <path d="M 198 819.876226 
@@ -4287,7 +4287,7 @@ L 262.8 819.876226
 L 262.8 811.959902 
 L 246.436364 811.959902 
 z
-" clip-path="url(#p9bd6b3b42a)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pe1547b791f)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_436">
     <path d="M 262.8 819.876226 
@@ -4295,7 +4295,7 @@ L 279.163636 819.876226
 L 279.163636 817.577939 
 L 262.8 817.577939 
 z
-" clip-path="url(#p9bd6b3b42a)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pe1547b791f)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_437">
     <path d="M 244.8 817.995952 
@@ -4303,14 +4303,14 @@ L 244.8 817.159925
 L 280.8 817.159925 
 L 280.8 817.995952 
 z
-" clip-path="url(#p9bd6b3b42a)" style="fill: #ffe5cf"/>
+" clip-path="url(#pe1547b791f)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_109"/>
    <g id="matplotlib.axis_110"/>
    <g id="line2d_55">
     <path d="M 244.8 817.833304 
 L 280.8 817.833304 
-" clip-path="url(#p9bd6b3b42a)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pe1547b791f)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_438">
     <path d="M 244.8 819.876226 
@@ -4364,7 +4364,7 @@ L 169.2 839.873208
 L 169.2 831.522762 
 L 152.836364 831.522762 
 z
-" clip-path="url(#pba9ae4d320)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pf404dc17e7)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_444">
     <path d="M 169.2 839.873208 
@@ -4372,7 +4372,7 @@ L 185.563636 839.873208
 L 185.563636 838.009041 
 L 169.2 838.009041 
 z
-" clip-path="url(#pba9ae4d320)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pf404dc17e7)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_445">
     <path d="M 151.2 838.395696 
@@ -4380,14 +4380,14 @@ L 151.2 837.622386
 L 187.2 837.622386 
 L 187.2 838.395696 
 z
-" clip-path="url(#pba9ae4d320)" style="fill: #ffe5cf"/>
+" clip-path="url(#pf404dc17e7)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_111"/>
    <g id="matplotlib.axis_112"/>
    <g id="line2d_56">
     <path d="M 151.2 837.830285 
 L 187.2 837.830285 
-" clip-path="url(#pba9ae4d320)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pf404dc17e7)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_446">
     <path d="M 151.2 839.873208 
@@ -4435,7 +4435,7 @@ L 216 839.873208
 L 216 831.650445 
 L 199.636364 831.650445 
 z
-" clip-path="url(#p4d74c69f94)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p01c3bb26f2)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_452">
     <path d="M 216 839.873208 
@@ -4443,7 +4443,7 @@ L 232.363636 839.873208
 L 232.363636 837.881358 
 L 216 837.881358 
 z
-" clip-path="url(#p4d74c69f94)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p01c3bb26f2)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_453">
     <path d="M 198 838.277968 
@@ -4451,14 +4451,14 @@ L 198 837.484749
 L 234 837.484749 
 L 234 838.277968 
 z
-" clip-path="url(#p4d74c69f94)" style="fill: #ffe5cf"/>
+" clip-path="url(#p01c3bb26f2)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_113"/>
    <g id="matplotlib.axis_114"/>
    <g id="line2d_57">
     <path d="M 198 837.830285 
 L 234 837.830285 
-" clip-path="url(#p4d74c69f94)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p01c3bb26f2)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_454">
     <path d="M 198 839.873208 
@@ -4506,7 +4506,7 @@ L 262.8 839.873208
 L 262.8 831.956883 
 L 246.436364 831.956883 
 z
-" clip-path="url(#pc07624f3d7)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p42f5709097)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_460">
     <path d="M 262.8 839.873208 
@@ -4514,7 +4514,7 @@ L 279.163636 839.873208
 L 279.163636 837.57492 
 L 262.8 837.57492 
 z
-" clip-path="url(#pc07624f3d7)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p42f5709097)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_461">
     <path d="M 244.8 837.992933 
@@ -4522,14 +4522,14 @@ L 244.8 837.156907
 L 280.8 837.156907 
 L 280.8 837.992933 
 z
-" clip-path="url(#pc07624f3d7)" style="fill: #ffe5cf"/>
+" clip-path="url(#p42f5709097)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_115"/>
    <g id="matplotlib.axis_116"/>
    <g id="line2d_58">
     <path d="M 244.8 837.830285 
 L 280.8 837.830285 
-" clip-path="url(#pc07624f3d7)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p42f5709097)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_462">
     <path d="M 244.8 839.873208 
@@ -4583,7 +4583,7 @@ L 169.2 859.870189
 L 169.2 851.519744 
 L 152.836364 851.519744 
 z
-" clip-path="url(#pb0cf652734)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pdbfc06ddd5)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_468">
     <path d="M 169.2 859.870189 
@@ -4591,7 +4591,7 @@ L 185.563636 859.870189
 L 185.563636 858.006022 
 L 169.2 858.006022 
 z
-" clip-path="url(#pb0cf652734)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pdbfc06ddd5)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_469">
     <path d="M 151.2 858.392677 
@@ -4599,14 +4599,14 @@ L 151.2 857.619367
 L 187.2 857.619367 
 L 187.2 858.392677 
 z
-" clip-path="url(#pb0cf652734)" style="fill: #ffe5cf"/>
+" clip-path="url(#pdbfc06ddd5)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_117"/>
    <g id="matplotlib.axis_118"/>
    <g id="line2d_59">
     <path d="M 151.2 857.827266 
 L 187.2 857.827266 
-" clip-path="url(#pb0cf652734)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pdbfc06ddd5)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_470">
     <path d="M 151.2 859.870189 
@@ -4654,7 +4654,7 @@ L 216 859.870189
 L 216 851.647426 
 L 199.636364 851.647426 
 z
-" clip-path="url(#p4f1dba5752)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p3b9c655c64)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_476">
     <path d="M 216 859.870189 
@@ -4662,7 +4662,7 @@ L 232.363636 859.870189
 L 232.363636 857.878339 
 L 216 857.878339 
 z
-" clip-path="url(#p4f1dba5752)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p3b9c655c64)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_477">
     <path d="M 198 858.274949 
@@ -4670,14 +4670,14 @@ L 198 857.48173
 L 234 857.48173 
 L 234 858.274949 
 z
-" clip-path="url(#p4f1dba5752)" style="fill: #ffe5cf"/>
+" clip-path="url(#p3b9c655c64)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_119"/>
    <g id="matplotlib.axis_120"/>
    <g id="line2d_60">
     <path d="M 198 857.827266 
 L 234 857.827266 
-" clip-path="url(#p4f1dba5752)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p3b9c655c64)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_478">
     <path d="M 198 859.870189 
@@ -4725,7 +4725,7 @@ L 262.8 859.870189
 L 262.8 851.928328 
 L 246.436364 851.928328 
 z
-" clip-path="url(#p5f559c652a)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p9760bd152c)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_484">
     <path d="M 262.8 859.870189 
@@ -4733,7 +4733,7 @@ L 279.163636 859.870189
 L 279.163636 857.597438 
 L 262.8 857.597438 
 z
-" clip-path="url(#p5f559c652a)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p9760bd152c)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_485">
     <path d="M 244.8 858.013792 
@@ -4741,14 +4741,14 @@ L 244.8 857.181083
 L 280.8 857.181083 
 L 280.8 858.013792 
 z
-" clip-path="url(#p5f559c652a)" style="fill: #ffe5cf"/>
+" clip-path="url(#p9760bd152c)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_121"/>
    <g id="matplotlib.axis_122"/>
    <g id="line2d_61">
     <path d="M 244.8 857.827266 
 L 280.8 857.827266 
-" clip-path="url(#p5f559c652a)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p9760bd152c)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_486">
     <path d="M 244.8 859.870189 
@@ -4802,7 +4802,7 @@ L 169.2 879.86717
 L 169.2 871.491188 
 L 152.836364 871.491188 
 z
-" clip-path="url(#p235fbd6200)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p71570c511b)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_492">
     <path d="M 169.2 879.86717 
@@ -4810,7 +4810,7 @@ L 185.563636 879.86717
 L 185.563636 878.02854 
 L 169.2 878.02854 
 z
-" clip-path="url(#p235fbd6200)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p71570c511b)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_493">
     <path d="M 151.2 878.413124 
@@ -4818,14 +4818,14 @@ L 151.2 877.643956
 L 187.2 877.643956 
 L 187.2 878.413124 
 z
-" clip-path="url(#p235fbd6200)" style="fill: #ffe5cf"/>
+" clip-path="url(#p71570c511b)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_123"/>
    <g id="matplotlib.axis_124"/>
    <g id="line2d_62">
     <path d="M 151.2 877.824247 
 L 187.2 877.824247 
-" clip-path="url(#p235fbd6200)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p71570c511b)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_494">
     <path d="M 151.2 879.86717 
@@ -4873,7 +4873,7 @@ L 216 879.86717
 L 216 871.644407 
 L 199.636364 871.644407 
 z
-" clip-path="url(#pfac5f7e6a4)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p7b9cb4dae6)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_500">
     <path d="M 216 879.86717 
@@ -4881,7 +4881,7 @@ L 232.363636 879.86717
 L 232.363636 877.875321 
 L 216 877.875321 
 z
-" clip-path="url(#pfac5f7e6a4)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p7b9cb4dae6)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_501">
     <path d="M 198 878.27193 
@@ -4889,14 +4889,14 @@ L 198 877.478711
 L 234 877.478711 
 L 234 878.27193 
 z
-" clip-path="url(#pfac5f7e6a4)" style="fill: #ffe5cf"/>
+" clip-path="url(#p7b9cb4dae6)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_125"/>
    <g id="matplotlib.axis_126"/>
    <g id="line2d_63">
     <path d="M 198 877.824247 
 L 234 877.824247 
-" clip-path="url(#pfac5f7e6a4)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p7b9cb4dae6)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_502">
     <path d="M 198 879.86717 
@@ -4944,7 +4944,7 @@ L 262.8 879.86717
 L 262.8 871.925309 
 L 246.436364 871.925309 
 z
-" clip-path="url(#p5d06d220dc)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p341a834e0c)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_508">
     <path d="M 262.8 879.86717 
@@ -4952,7 +4952,7 @@ L 279.163636 879.86717
 L 279.163636 877.594419 
 L 262.8 877.594419 
 z
-" clip-path="url(#p5d06d220dc)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p341a834e0c)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_509">
     <path d="M 244.8 878.010773 
@@ -4960,14 +4960,14 @@ L 244.8 877.178064
 L 280.8 877.178064 
 L 280.8 878.010773 
 z
-" clip-path="url(#p5d06d220dc)" style="fill: #ffe5cf"/>
+" clip-path="url(#p341a834e0c)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_127"/>
    <g id="matplotlib.axis_128"/>
    <g id="line2d_64">
     <path d="M 244.8 877.824247 
 L 280.8 877.824247 
-" clip-path="url(#p5d06d220dc)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p341a834e0c)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_510">
     <path d="M 244.8 879.86717 
@@ -5021,7 +5021,7 @@ L 169.2 899.864151
 L 169.2 891.462633 
 L 152.836364 891.462633 
 z
-" clip-path="url(#p837a687065)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pef69a64fb9)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_516">
     <path d="M 169.2 899.864151 
@@ -5029,7 +5029,7 @@ L 185.563636 899.864151
 L 185.563636 898.051057 
 L 169.2 898.051057 
 z
-" clip-path="url(#p837a687065)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pef69a64fb9)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_517">
     <path d="M 151.2 898.433543 
@@ -5037,14 +5037,14 @@ L 151.2 897.668572
 L 187.2 897.668572 
 L 187.2 898.433543 
 z
-" clip-path="url(#p837a687065)" style="fill: #ffe5cf"/>
+" clip-path="url(#pef69a64fb9)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_129"/>
    <g id="matplotlib.axis_130"/>
    <g id="line2d_65">
     <path d="M 151.2 897.821229 
 L 187.2 897.821229 
-" clip-path="url(#p837a687065)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pef69a64fb9)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_518">
     <path d="M 151.2 899.864151 
@@ -5092,7 +5092,7 @@ L 216 899.864151
 L 216 891.615852 
 L 199.636364 891.615852 
 z
-" clip-path="url(#pbd996b9251)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p10cf751330)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_524">
     <path d="M 216 899.864151 
@@ -5100,7 +5100,7 @@ L 232.363636 899.864151
 L 232.363636 897.897838 
 L 216 897.897838 
 z
-" clip-path="url(#pbd996b9251)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p10cf751330)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_525">
     <path d="M 198 898.292509 
@@ -5108,14 +5108,14 @@ L 198 897.503168
 L 234 897.503168 
 L 234 898.292509 
 z
-" clip-path="url(#pbd996b9251)" style="fill: #ffe5cf"/>
+" clip-path="url(#p10cf751330)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_131"/>
    <g id="matplotlib.axis_132"/>
    <g id="line2d_66">
     <path d="M 198 897.821229 
 L 234 897.821229 
-" clip-path="url(#pbd996b9251)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p10cf751330)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_526">
     <path d="M 198 899.864151 
@@ -5163,7 +5163,7 @@ L 262.8 899.864151
 L 262.8 891.92229 
 L 246.436364 891.92229 
 z
-" clip-path="url(#p2c915555e6)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p663d8a364d)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_532">
     <path d="M 262.8 899.864151 
@@ -5171,7 +5171,7 @@ L 279.163636 899.864151
 L 279.163636 897.5914 
 L 262.8 897.5914 
 z
-" clip-path="url(#p2c915555e6)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p663d8a364d)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_533">
     <path d="M 244.8 898.007754 
@@ -5179,14 +5179,14 @@ L 244.8 897.175045
 L 280.8 897.175045 
 L 280.8 898.007754 
 z
-" clip-path="url(#p2c915555e6)" style="fill: #ffe5cf"/>
+" clip-path="url(#p663d8a364d)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_133"/>
    <g id="matplotlib.axis_134"/>
    <g id="line2d_67">
     <path d="M 244.8 897.821229 
 L 280.8 897.821229 
-" clip-path="url(#p2c915555e6)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p663d8a364d)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_534">
     <path d="M 244.8 899.864151 
@@ -5240,7 +5240,7 @@ L 169.2 919.861132
 L 169.2 911.459614 
 L 152.836364 911.459614 
 z
-" clip-path="url(#p24670565af)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pa6463112c0)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_540">
     <path d="M 169.2 919.861132 
@@ -5248,7 +5248,7 @@ L 185.563636 919.861132
 L 185.563636 918.048038 
 L 169.2 918.048038 
 z
-" clip-path="url(#p24670565af)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pa6463112c0)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_541">
     <path d="M 151.2 918.430524 
@@ -5256,14 +5256,14 @@ L 151.2 917.665553
 L 187.2 917.665553 
 L 187.2 918.430524 
 z
-" clip-path="url(#p24670565af)" style="fill: #ffe5cf"/>
+" clip-path="url(#pa6463112c0)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_135"/>
    <g id="matplotlib.axis_136"/>
    <g id="line2d_68">
     <path d="M 151.2 917.81821 
 L 187.2 917.81821 
-" clip-path="url(#p24670565af)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pa6463112c0)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_542">
     <path d="M 151.2 919.861132 
@@ -5311,7 +5311,7 @@ L 216 919.861132
 L 216 911.612833 
 L 199.636364 911.612833 
 z
-" clip-path="url(#p96614f5e5c)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p6fa071bed8)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_548">
     <path d="M 216 919.861132 
@@ -5319,7 +5319,7 @@ L 232.363636 919.861132
 L 232.363636 917.894819 
 L 216 917.894819 
 z
-" clip-path="url(#p96614f5e5c)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p6fa071bed8)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_549">
     <path d="M 198 918.28949 
@@ -5327,14 +5327,14 @@ L 198 917.500149
 L 234 917.500149 
 L 234 918.28949 
 z
-" clip-path="url(#p96614f5e5c)" style="fill: #ffe5cf"/>
+" clip-path="url(#p6fa071bed8)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_137"/>
    <g id="matplotlib.axis_138"/>
    <g id="line2d_69">
     <path d="M 198 917.81821 
 L 234 917.81821 
-" clip-path="url(#p96614f5e5c)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p6fa071bed8)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_550">
     <path d="M 198 919.861132 
@@ -5382,7 +5382,7 @@ L 262.8 919.861132
 L 262.8 911.919271 
 L 246.436364 911.919271 
 z
-" clip-path="url(#pbb541e067c)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p2bd73852dd)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_556">
     <path d="M 262.8 919.861132 
@@ -5390,7 +5390,7 @@ L 279.163636 919.861132
 L 279.163636 917.588381 
 L 262.8 917.588381 
 z
-" clip-path="url(#pbb541e067c)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p2bd73852dd)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_557">
     <path d="M 244.8 918.004735 
@@ -5398,14 +5398,14 @@ L 244.8 917.172027
 L 280.8 917.172027 
 L 280.8 918.004735 
 z
-" clip-path="url(#pbb541e067c)" style="fill: #ffe5cf"/>
+" clip-path="url(#p2bd73852dd)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_139"/>
    <g id="matplotlib.axis_140"/>
    <g id="line2d_70">
     <path d="M 244.8 917.81821 
 L 280.8 917.81821 
-" clip-path="url(#pbb541e067c)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p2bd73852dd)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_558">
     <path d="M 244.8 919.861132 
@@ -5459,7 +5459,7 @@ L 169.2 939.858113
 L 169.2 931.456595 
 L 152.836364 931.456595 
 z
-" clip-path="url(#p5bd22bc104)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pd20498774b)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_564">
     <path d="M 169.2 939.858113 
@@ -5467,7 +5467,7 @@ L 185.563636 939.858113
 L 185.563636 938.04502 
 L 169.2 938.04502 
 z
-" clip-path="url(#p5bd22bc104)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pd20498774b)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_565">
     <path d="M 151.2 938.427505 
@@ -5475,14 +5475,14 @@ L 151.2 937.662534
 L 187.2 937.662534 
 L 187.2 938.427505 
 z
-" clip-path="url(#p5bd22bc104)" style="fill: #ffe5cf"/>
+" clip-path="url(#pd20498774b)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_141"/>
    <g id="matplotlib.axis_142"/>
    <g id="line2d_71">
     <path d="M 151.2 937.815191 
 L 187.2 937.815191 
-" clip-path="url(#p5bd22bc104)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pd20498774b)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_566">
     <path d="M 151.2 939.858113 
@@ -5530,7 +5530,7 @@ L 216 939.858113
 L 216 931.584278 
 L 199.636364 931.584278 
 z
-" clip-path="url(#pcd6db37747)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p1c9c0d1143)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_572">
     <path d="M 216 939.858113 
@@ -5538,7 +5538,7 @@ L 232.363636 939.858113
 L 232.363636 937.917337 
 L 216 937.917337 
 z
-" clip-path="url(#pcd6db37747)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p1c9c0d1143)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_573">
     <path d="M 198 938.310043 
@@ -5546,14 +5546,14 @@ L 198 937.524631
 L 234 937.524631 
 L 234 938.310043 
 z
-" clip-path="url(#pcd6db37747)" style="fill: #ffe5cf"/>
+" clip-path="url(#p1c9c0d1143)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_143"/>
    <g id="matplotlib.axis_144"/>
    <g id="line2d_72">
     <path d="M 198 937.815191 
 L 234 937.815191 
-" clip-path="url(#pcd6db37747)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p1c9c0d1143)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_574">
     <path d="M 198 939.858113 
@@ -5601,7 +5601,7 @@ L 262.8 939.858113
 L 262.8 931.890716 
 L 246.436364 931.890716 
 z
-" clip-path="url(#pdecc2fa0fe)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p9e39929c4f)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_580">
     <path d="M 262.8 939.858113 
@@ -5609,7 +5609,7 @@ L 279.163636 939.858113
 L 279.163636 937.610899 
 L 262.8 937.610899 
 z
-" clip-path="url(#pdecc2fa0fe)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p9e39929c4f)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_581">
     <path d="M 244.8 938.025572 
@@ -5617,14 +5617,14 @@ L 244.8 937.196225
 L 280.8 937.196225 
 L 280.8 938.025572 
 z
-" clip-path="url(#pdecc2fa0fe)" style="fill: #ffe5cf"/>
+" clip-path="url(#p9e39929c4f)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_145"/>
    <g id="matplotlib.axis_146"/>
    <g id="line2d_73">
     <path d="M 244.8 937.815191 
 L 280.8 937.815191 
-" clip-path="url(#pdecc2fa0fe)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p9e39929c4f)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_582">
     <path d="M 244.8 939.858113 
@@ -5678,7 +5678,7 @@ L 169.2 959.855094
 L 169.2 951.453576 
 L 152.836364 951.453576 
 z
-" clip-path="url(#p676bee9b7b)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pbdfa3d49ee)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_588">
     <path d="M 169.2 959.855094 
@@ -5686,7 +5686,7 @@ L 185.563636 959.855094
 L 185.563636 958.042001 
 L 169.2 958.042001 
 z
-" clip-path="url(#p676bee9b7b)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pbdfa3d49ee)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_589">
     <path d="M 151.2 958.424486 
@@ -5694,14 +5694,14 @@ L 151.2 957.659515
 L 187.2 957.659515 
 L 187.2 958.424486 
 z
-" clip-path="url(#p676bee9b7b)" style="fill: #ffe5cf"/>
+" clip-path="url(#pbdfa3d49ee)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_147"/>
    <g id="matplotlib.axis_148"/>
    <g id="line2d_74">
     <path d="M 151.2 957.812172 
 L 187.2 957.812172 
-" clip-path="url(#p676bee9b7b)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pbdfa3d49ee)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_590">
     <path d="M 151.2 959.855094 
@@ -5749,7 +5749,7 @@ L 216 959.855094
 L 216 951.581259 
 L 199.636364 951.581259 
 z
-" clip-path="url(#pc265d0e38c)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p7ce3140bbb)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_596">
     <path d="M 216 959.855094 
@@ -5757,7 +5757,7 @@ L 232.363636 959.855094
 L 232.363636 957.914318 
 L 216 957.914318 
 z
-" clip-path="url(#pc265d0e38c)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p7ce3140bbb)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_597">
     <path d="M 198 958.307024 
@@ -5765,14 +5765,14 @@ L 198 957.521612
 L 234 957.521612 
 L 234 958.307024 
 z
-" clip-path="url(#pc265d0e38c)" style="fill: #ffe5cf"/>
+" clip-path="url(#p7ce3140bbb)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_149"/>
    <g id="matplotlib.axis_150"/>
    <g id="line2d_75">
     <path d="M 198 957.812172 
 L 234 957.812172 
-" clip-path="url(#pc265d0e38c)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p7ce3140bbb)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_598">
     <path d="M 198 959.855094 
@@ -5820,7 +5820,7 @@ L 262.8 959.855094
 L 262.8 951.862161 
 L 246.436364 951.862161 
 z
-" clip-path="url(#pfab9c31362)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p47ed3629d1)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_604">
     <path d="M 262.8 959.855094 
@@ -5828,7 +5828,7 @@ L 279.163636 959.855094
 L 279.163636 957.633416 
 L 262.8 957.633416 
 z
-" clip-path="url(#pfab9c31362)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p47ed3629d1)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_605">
     <path d="M 244.8 958.046387 
@@ -5836,14 +5836,14 @@ L 244.8 957.220445
 L 280.8 957.220445 
 L 280.8 958.046387 
 z
-" clip-path="url(#pfab9c31362)" style="fill: #ffe5cf"/>
+" clip-path="url(#p47ed3629d1)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_151"/>
    <g id="matplotlib.axis_152"/>
    <g id="line2d_76">
     <path d="M 244.8 957.812172 
 L 280.8 957.812172 
-" clip-path="url(#pfab9c31362)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p47ed3629d1)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_606">
     <path d="M 244.8 959.855094 
@@ -5896,7 +5896,7 @@ L 122.4 979.852075
 L 122.4 971.322875 
 L 106.036364 971.322875 
 z
-" clip-path="url(#p5f34f8661b)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p0c9cd94e62)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_612">
     <path d="M 122.4 979.852075 
@@ -5904,7 +5904,7 @@ L 138.763636 979.852075
 L 138.763636 978.166665 
 L 122.4 978.166665 
 z
-" clip-path="url(#p5f34f8661b)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p0c9cd94e62)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_613">
     <path d="M 104.4 978.538228 
@@ -5912,14 +5912,14 @@ L 104.4 977.795101
 L 140.4 977.795101 
 L 140.4 978.538228 
 z
-" clip-path="url(#p5f34f8661b)" style="fill: #ffe5cf"/>
+" clip-path="url(#p0c9cd94e62)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_153"/>
    <g id="matplotlib.axis_154"/>
    <g id="line2d_77">
     <path d="M 104.4 977.809153 
 L 140.4 977.809153 
-" clip-path="url(#p5f34f8661b)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p0c9cd94e62)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_614">
     <path d="M 104.4 979.852075 
@@ -5967,7 +5967,7 @@ L 169.2 979.852075
 L 169.2 971.425021 
 L 152.836364 971.425021 
 z
-" clip-path="url(#p64a96aaa28)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p100fd21980)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_620">
     <path d="M 169.2 979.852075 
@@ -5975,7 +5975,7 @@ L 185.563636 979.852075
 L 185.563636 978.064518 
 L 169.2 978.064518 
 z
-" clip-path="url(#p64a96aaa28)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p100fd21980)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_621">
     <path d="M 151.2 978.444878 
@@ -5983,14 +5983,14 @@ L 151.2 977.684159
 L 187.2 977.684159 
 L 187.2 978.444878 
 z
-" clip-path="url(#p64a96aaa28)" style="fill: #ffe5cf"/>
+" clip-path="url(#p100fd21980)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_155"/>
    <g id="matplotlib.axis_156"/>
    <g id="line2d_78">
     <path d="M 151.2 977.809153 
 L 187.2 977.809153 
-" clip-path="url(#p64a96aaa28)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p100fd21980)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_622">
     <path d="M 151.2 979.852075 
@@ -6038,7 +6038,7 @@ L 216 979.852075
 L 216 971.57824 
 L 199.636364 971.57824 
 z
-" clip-path="url(#pae528f04d5)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p1b9fe70e91)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_628">
     <path d="M 216 979.852075 
@@ -6046,7 +6046,7 @@ L 232.363636 979.852075
 L 232.363636 977.911299 
 L 216 977.911299 
 z
-" clip-path="url(#pae528f04d5)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p1b9fe70e91)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_629">
     <path d="M 198 978.304005 
@@ -6054,14 +6054,14 @@ L 198 977.518593
 L 234 977.518593 
 L 234 978.304005 
 z
-" clip-path="url(#pae528f04d5)" style="fill: #ffe5cf"/>
+" clip-path="url(#p1b9fe70e91)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_157"/>
    <g id="matplotlib.axis_158"/>
    <g id="line2d_79">
     <path d="M 198 977.809153 
 L 234 977.809153 
-" clip-path="url(#pae528f04d5)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p1b9fe70e91)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_630">
     <path d="M 198 979.852075 
@@ -6109,7 +6109,7 @@ L 262.8 979.852075
 L 262.8 971.833605 
 L 246.436364 971.833605 
 z
-" clip-path="url(#p25cfc09b8e)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pb272fc0926)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_636">
     <path d="M 262.8 979.852075 
@@ -6117,7 +6117,7 @@ L 279.163636 979.852075
 L 279.163636 977.655934 
 L 262.8 977.655934 
 z
-" clip-path="url(#p25cfc09b8e)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pb272fc0926)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_637">
     <path d="M 244.8 978.06718 
@@ -6125,14 +6125,14 @@ L 244.8 977.244688
 L 280.8 977.244688 
 L 280.8 978.06718 
 z
-" clip-path="url(#p25cfc09b8e)" style="fill: #ffe5cf"/>
+" clip-path="url(#pb272fc0926)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_159"/>
    <g id="matplotlib.axis_160"/>
    <g id="line2d_80">
     <path d="M 244.8 977.809153 
 L 280.8 977.809153 
-" clip-path="url(#p25cfc09b8e)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pb272fc0926)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_638">
     <path d="M 244.8 979.852075 
@@ -6185,7 +6185,7 @@ L 122.4 999.849057
 L 122.4 991.319856 
 L 106.036364 991.319856 
 z
-" clip-path="url(#p541a8938b8)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pc5dfedcf9f)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_644">
     <path d="M 122.4 999.849057 
@@ -6193,7 +6193,7 @@ L 138.763636 999.849057
 L 138.763636 998.163646 
 L 122.4 998.163646 
 z
-" clip-path="url(#p541a8938b8)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pc5dfedcf9f)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_645">
     <path d="M 104.4 998.535209 
@@ -6201,14 +6201,14 @@ L 104.4 997.792082
 L 140.4 997.792082 
 L 140.4 998.535209 
 z
-" clip-path="url(#p541a8938b8)" style="fill: #ffe5cf"/>
+" clip-path="url(#pc5dfedcf9f)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_161"/>
    <g id="matplotlib.axis_162"/>
    <g id="line2d_81">
     <path d="M 104.4 997.806134 
 L 140.4 997.806134 
-" clip-path="url(#p541a8938b8)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pc5dfedcf9f)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_646">
     <path d="M 104.4 999.849057 
@@ -6256,7 +6256,7 @@ L 169.2 999.849057
 L 169.2 991.422002 
 L 152.836364 991.422002 
 z
-" clip-path="url(#pe70a068d40)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p32dffd9509)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_652">
     <path d="M 169.2 999.849057 
@@ -6264,7 +6264,7 @@ L 185.563636 999.849057
 L 185.563636 998.0615 
 L 169.2 998.0615 
 z
-" clip-path="url(#pe70a068d40)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p32dffd9509)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_653">
     <path d="M 151.2 998.441859 
@@ -6272,14 +6272,14 @@ L 151.2 997.68114
 L 187.2 997.68114 
 L 187.2 998.441859 
 z
-" clip-path="url(#pe70a068d40)" style="fill: #ffe5cf"/>
+" clip-path="url(#p32dffd9509)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_163"/>
    <g id="matplotlib.axis_164"/>
    <g id="line2d_82">
     <path d="M 151.2 997.806134 
 L 187.2 997.806134 
-" clip-path="url(#pe70a068d40)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p32dffd9509)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_654">
     <path d="M 151.2 999.849057 
@@ -6327,7 +6327,7 @@ L 216 999.849057
 L 216 991.575221 
 L 199.636364 991.575221 
 z
-" clip-path="url(#p2171387e9c)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pb59feef746)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_660">
     <path d="M 216 999.849057 
@@ -6335,7 +6335,7 @@ L 232.363636 999.849057
 L 232.363636 997.90828 
 L 216 997.90828 
 z
-" clip-path="url(#p2171387e9c)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pb59feef746)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_661">
     <path d="M 198 998.300986 
@@ -6343,14 +6343,14 @@ L 198 997.515575
 L 234 997.515575 
 L 234 998.300986 
 z
-" clip-path="url(#p2171387e9c)" style="fill: #ffe5cf"/>
+" clip-path="url(#pb59feef746)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_165"/>
    <g id="matplotlib.axis_166"/>
    <g id="line2d_83">
     <path d="M 198 997.806134 
 L 234 997.806134 
-" clip-path="url(#p2171387e9c)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pb59feef746)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_662">
     <path d="M 198 999.849057 
@@ -6398,7 +6398,7 @@ L 262.8 999.849057
 L 262.8 991.80505 
 L 246.436364 991.80505 
 z
-" clip-path="url(#p97fe2c9455)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p588559a579)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_668">
     <path d="M 262.8 999.849057 
@@ -6406,7 +6406,7 @@ L 279.163636 999.849057
 L 279.163636 997.678452 
 L 262.8 997.678452 
 z
-" clip-path="url(#p97fe2c9455)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p588559a579)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_669">
     <path d="M 244.8 998.08795 
@@ -6414,14 +6414,14 @@ L 244.8 997.268953
 L 280.8 997.268953 
 L 280.8 998.08795 
 z
-" clip-path="url(#p97fe2c9455)" style="fill: #ffe5cf"/>
+" clip-path="url(#p588559a579)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_167"/>
    <g id="matplotlib.axis_168"/>
    <g id="line2d_84">
     <path d="M 244.8 997.806134 
 L 280.8 997.806134 
-" clip-path="url(#p97fe2c9455)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p588559a579)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_670">
     <path d="M 244.8 999.849057 
@@ -6474,7 +6474,7 @@ L 122.4 1019.846038
 L 122.4 1011.316837 
 L 106.036364 1011.316837 
 z
-" clip-path="url(#p7e43d2fc23)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p030f13ad25)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_676">
     <path d="M 122.4 1019.846038 
@@ -6482,7 +6482,7 @@ L 138.763636 1019.846038
 L 138.763636 1018.160627 
 L 122.4 1018.160627 
 z
-" clip-path="url(#p7e43d2fc23)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p030f13ad25)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_677">
     <path d="M 104.4 1018.53219 
@@ -6490,14 +6490,14 @@ L 104.4 1017.789063
 L 140.4 1017.789063 
 L 140.4 1018.53219 
 z
-" clip-path="url(#p7e43d2fc23)" style="fill: #ffe5cf"/>
+" clip-path="url(#p030f13ad25)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_169"/>
    <g id="matplotlib.axis_170"/>
    <g id="line2d_85">
     <path d="M 104.4 1017.803115 
 L 140.4 1017.803115 
-" clip-path="url(#p7e43d2fc23)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p030f13ad25)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_678">
     <path d="M 104.4 1019.846038 
@@ -6545,7 +6545,7 @@ L 169.2 1019.846038
 L 169.2 1011.36791 
 L 152.836364 1011.36791 
 z
-" clip-path="url(#p3288d92228)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p1be6d440c6)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_684">
     <path d="M 169.2 1019.846038 
@@ -6553,7 +6553,7 @@ L 185.563636 1019.846038
 L 185.563636 1018.109554 
 L 169.2 1018.109554 
 z
-" clip-path="url(#p3288d92228)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p1be6d440c6)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_685">
     <path d="M 151.2 1018.485574 
@@ -6561,14 +6561,14 @@ L 151.2 1017.733533
 L 187.2 1017.733533 
 L 187.2 1018.485574 
 z
-" clip-path="url(#p3288d92228)" style="fill: #ffe5cf"/>
+" clip-path="url(#p1be6d440c6)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_171"/>
    <g id="matplotlib.axis_172"/>
    <g id="line2d_86">
     <path d="M 151.2 1017.803115 
 L 187.2 1017.803115 
-" clip-path="url(#p3288d92228)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p1be6d440c6)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_686">
     <path d="M 151.2 1019.846038 
@@ -6616,7 +6616,7 @@ L 216 1019.846038
 L 216 1011.572202 
 L 199.636364 1011.572202 
 z
-" clip-path="url(#p6dc2a6c530)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p5ea37d6bde)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_692">
     <path d="M 216 1019.846038 
@@ -6624,7 +6624,7 @@ L 232.363636 1019.846038
 L 232.363636 1017.905261 
 L 216 1017.905261 
 z
-" clip-path="url(#p6dc2a6c530)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p5ea37d6bde)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_693">
     <path d="M 198 1018.297967 
@@ -6632,14 +6632,14 @@ L 198 1017.512556
 L 234 1017.512556 
 L 234 1018.297967 
 z
-" clip-path="url(#p6dc2a6c530)" style="fill: #ffe5cf"/>
+" clip-path="url(#p5ea37d6bde)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_173"/>
    <g id="matplotlib.axis_174"/>
    <g id="line2d_87">
     <path d="M 198 1017.803115 
 L 234 1017.803115 
-" clip-path="url(#p6dc2a6c530)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p5ea37d6bde)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_694">
     <path d="M 198 1019.846038 
@@ -6687,7 +6687,7 @@ L 262.8 1019.846038
 L 262.8 1011.802031 
 L 246.436364 1011.802031 
 z
-" clip-path="url(#p637227e42e)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p53e7d59f12)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_700">
     <path d="M 262.8 1019.846038 
@@ -6695,7 +6695,7 @@ L 279.163636 1019.846038
 L 279.163636 1017.675433 
 L 262.8 1017.675433 
 z
-" clip-path="url(#p637227e42e)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p53e7d59f12)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_701">
     <path d="M 244.8 1018.084932 
@@ -6703,14 +6703,14 @@ L 244.8 1017.265934
 L 280.8 1017.265934 
 L 280.8 1018.084932 
 z
-" clip-path="url(#p637227e42e)" style="fill: #ffe5cf"/>
+" clip-path="url(#p53e7d59f12)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_175"/>
    <g id="matplotlib.axis_176"/>
    <g id="line2d_88">
     <path d="M 244.8 1017.803115 
 L 280.8 1017.803115 
-" clip-path="url(#p637227e42e)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p53e7d59f12)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_702">
     <path d="M 244.8 1019.846038 
@@ -6758,7 +6758,7 @@ L 309.6 1019.846038
 L 309.6 1012.210615 
 L 293.236364 1012.210615 
 z
-" clip-path="url(#p8a0a21808c)" style="fill: #999999; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p5a3525ca7c)" style="fill: #999999; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_708">
     <path d="M 309.6 1019.846038 
@@ -6766,7 +6766,7 @@ L 325.963636 1019.846038
 L 325.963636 1017.266848 
 L 309.6 1017.266848 
 z
-" clip-path="url(#p8a0a21808c)" style="fill: #999999; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p5a3525ca7c)" style="fill: #999999; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_709">
     <path d="M 291.6 1017.701743 
@@ -6774,14 +6774,14 @@ L 291.6 1016.831953
 L 327.6 1016.831953 
 L 327.6 1017.701743 
 z
-" clip-path="url(#p8a0a21808c)" style="fill: #ffe5cf"/>
+" clip-path="url(#p5a3525ca7c)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_177"/>
    <g id="matplotlib.axis_178"/>
    <g id="line2d_89">
     <path d="M 291.6 1017.803115 
 L 327.6 1017.803115 
-" clip-path="url(#p8a0a21808c)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p5a3525ca7c)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_710">
     <path d="M 291.6 1019.846038 
@@ -6833,7 +6833,7 @@ L 122.4 1039.843019
 L 122.4 1031.288281 
 L 106.036364 1031.288281 
 z
-" clip-path="url(#p970ccc6938)" style="fill: #999999; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p4582b1c565)" style="fill: #999999; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_716">
     <path d="M 122.4 1039.843019 
@@ -6841,7 +6841,7 @@ L 138.763636 1039.843019
 L 138.763636 1038.183144 
 L 122.4 1038.183144 
 z
-" clip-path="url(#p970ccc6938)" style="fill: #999999; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p4582b1c565)" style="fill: #999999; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_717">
     <path d="M 104.4 1038.552434 
@@ -6849,14 +6849,14 @@ L 104.4 1037.813855
 L 140.4 1037.813855 
 L 140.4 1038.552434 
 z
-" clip-path="url(#p970ccc6938)" style="fill: #ffe5cf"/>
+" clip-path="url(#p4582b1c565)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_179"/>
    <g id="matplotlib.axis_180"/>
    <g id="line2d_90">
     <path d="M 104.4 1037.800097 
 L 140.4 1037.800097 
-" clip-path="url(#p970ccc6938)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p4582b1c565)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_718">
     <path d="M 104.4 1039.843019 
@@ -6904,7 +6904,7 @@ L 169.2 1039.843019
 L 169.2 1031.364891 
 L 152.836364 1031.364891 
 z
-" clip-path="url(#p7461a9f7e4)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pf84bc03b47)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_724">
     <path d="M 169.2 1039.843019 
@@ -6912,7 +6912,7 @@ L 185.563636 1039.843019
 L 185.563636 1038.106535 
 L 169.2 1038.106535 
 z
-" clip-path="url(#p7461a9f7e4)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pf84bc03b47)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_725">
     <path d="M 151.2 1038.482555 
@@ -6920,14 +6920,14 @@ L 151.2 1037.730514
 L 187.2 1037.730514 
 L 187.2 1038.482555 
 z
-" clip-path="url(#p7461a9f7e4)" style="fill: #ffe5cf"/>
+" clip-path="url(#pf84bc03b47)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_181"/>
    <g id="matplotlib.axis_182"/>
    <g id="line2d_91">
     <path d="M 151.2 1037.800097 
 L 187.2 1037.800097 
-" clip-path="url(#p7461a9f7e4)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pf84bc03b47)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_726">
     <path d="M 151.2 1039.843019 
@@ -6975,7 +6975,7 @@ L 216 1039.843019
 L 216 1031.569183 
 L 199.636364 1031.569183 
 z
-" clip-path="url(#p56b1a25d09)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p8ab7413652)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_732">
     <path d="M 216 1039.843019 
@@ -6983,7 +6983,7 @@ L 232.363636 1039.843019
 L 232.363636 1037.902243 
 L 216 1037.902243 
 z
-" clip-path="url(#p56b1a25d09)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p8ab7413652)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_733">
     <path d="M 198 1038.294948 
@@ -6991,14 +6991,14 @@ L 198 1037.509537
 L 234 1037.509537 
 L 234 1038.294948 
 z
-" clip-path="url(#p56b1a25d09)" style="fill: #ffe5cf"/>
+" clip-path="url(#p8ab7413652)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_183"/>
    <g id="matplotlib.axis_184"/>
    <g id="line2d_92">
     <path d="M 198 1037.800097 
 L 234 1037.800097 
-" clip-path="url(#p56b1a25d09)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p8ab7413652)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_734">
     <path d="M 198 1039.843019 
@@ -7046,7 +7046,7 @@ L 262.8 1039.843019
 L 262.8 1031.799012 
 L 246.436364 1031.799012 
 z
-" clip-path="url(#pbd3f48c64d)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p95a1c0431b)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_740">
     <path d="M 262.8 1039.843019 
@@ -7054,7 +7054,7 @@ L 279.163636 1039.843019
 L 279.163636 1037.672414 
 L 262.8 1037.672414 
 z
-" clip-path="url(#pbd3f48c64d)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p95a1c0431b)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_741">
     <path d="M 244.8 1038.081913 
@@ -7062,14 +7062,14 @@ L 244.8 1037.262915
 L 280.8 1037.262915 
 L 280.8 1038.081913 
 z
-" clip-path="url(#pbd3f48c64d)" style="fill: #ffe5cf"/>
+" clip-path="url(#p95a1c0431b)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_185"/>
    <g id="matplotlib.axis_186"/>
    <g id="line2d_93">
     <path d="M 244.8 1037.800097 
 L 280.8 1037.800097 
-" clip-path="url(#pbd3f48c64d)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p95a1c0431b)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_742">
     <path d="M 244.8 1039.843019 
@@ -7117,7 +7117,7 @@ L 309.6 1039.843019
 L 309.6 1032.10545 
 L 293.236364 1032.10545 
 z
-" clip-path="url(#p3b632f76ab)" style="fill: #999999; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pa776fd39c4)" style="fill: #999999; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_748">
     <path d="M 309.6 1039.843019 
@@ -7125,7 +7125,7 @@ L 325.963636 1039.843019
 L 325.963636 1037.365975 
 L 309.6 1037.365975 
 z
-" clip-path="url(#p3b632f76ab)" style="fill: #999999; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pa776fd39c4)" style="fill: #999999; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_749">
     <path d="M 291.6 1037.795013 
@@ -7133,14 +7133,14 @@ L 291.6 1036.936938
 L 327.6 1036.936938 
 L 327.6 1037.795013 
 z
-" clip-path="url(#p3b632f76ab)" style="fill: #ffe5cf"/>
+" clip-path="url(#pa776fd39c4)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_187"/>
    <g id="matplotlib.axis_188"/>
    <g id="line2d_94">
     <path d="M 291.6 1037.800097 
 L 327.6 1037.800097 
-" clip-path="url(#p3b632f76ab)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pa776fd39c4)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_750">
     <path d="M 291.6 1039.843019 
@@ -7219,7 +7219,7 @@ L 75.6 1059.84
 L 75.6 1051.08097 
 L 59.236364 1051.08097 
 z
-" clip-path="url(#p328e6d8af5)" style="fill: #999999; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pfd02e8a17d)" style="fill: #999999; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_756">
     <path d="M 75.6 1059.84 
@@ -7227,7 +7227,7 @@ L 91.963636 1059.84
 L 91.963636 1058.384418 
 L 75.6 1058.384418 
 z
-" clip-path="url(#p328e6d8af5)" style="fill: #999999; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#pfd02e8a17d)" style="fill: #999999; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_757">
     <path d="M 57.6 1058.734341 
@@ -7235,14 +7235,14 @@ L 57.6 1058.034495
 L 93.6 1058.034495 
 L 93.6 1058.734341 
 z
-" clip-path="url(#p328e6d8af5)" style="fill: #ffe5cf"/>
+" clip-path="url(#pfd02e8a17d)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_189"/>
    <g id="matplotlib.axis_190"/>
    <g id="line2d_95">
     <path d="M 57.6 1057.797078 
 L 93.6 1057.797078 
-" clip-path="url(#p328e6d8af5)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#pfd02e8a17d)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_758">
     <path d="M 57.6 1059.84 
@@ -7335,7 +7335,7 @@ L 122.4 1059.84
 L 122.4 1051.23419 
 L 106.036364 1051.23419 
 z
-" clip-path="url(#p172a76e8b3)" style="fill: #999999; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p2bb4acd841)" style="fill: #999999; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_764">
     <path d="M 122.4 1059.84 
@@ -7343,7 +7343,7 @@ L 138.763636 1059.84
 L 138.763636 1058.231199 
 L 122.4 1058.231199 
 z
-" clip-path="url(#p172a76e8b3)" style="fill: #999999; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p2bb4acd841)" style="fill: #999999; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_765">
     <path d="M 104.4 1058.595846 
@@ -7351,14 +7351,14 @@ L 104.4 1057.866551
 L 140.4 1057.866551 
 L 140.4 1058.595846 
 z
-" clip-path="url(#p172a76e8b3)" style="fill: #ffe5cf"/>
+" clip-path="url(#p2bb4acd841)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_191"/>
    <g id="matplotlib.axis_192"/>
    <g id="line2d_96">
     <path d="M 104.4 1057.797078 
 L 140.4 1057.797078 
-" clip-path="url(#p172a76e8b3)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p2bb4acd841)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_766">
     <path d="M 104.4 1059.84 
@@ -7449,7 +7449,7 @@ L 169.2 1059.84
 L 169.2 1051.336336 
 L 152.836364 1051.336336 
 z
-" clip-path="url(#p507876b93e)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p1cd027b998)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_772">
     <path d="M 169.2 1059.84 
@@ -7457,7 +7457,7 @@ L 185.563636 1059.84
 L 185.563636 1058.129053 
 L 169.2 1058.129053 
 z
-" clip-path="url(#p507876b93e)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p1cd027b998)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_773">
     <path d="M 151.2 1058.50286 
@@ -7465,14 +7465,14 @@ L 151.2 1057.755245
 L 187.2 1057.755245 
 L 187.2 1058.50286 
 z
-" clip-path="url(#p507876b93e)" style="fill: #ffe5cf"/>
+" clip-path="url(#p1cd027b998)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_193"/>
    <g id="matplotlib.axis_194"/>
    <g id="line2d_97">
     <path d="M 151.2 1057.797078 
 L 187.2 1057.797078 
-" clip-path="url(#p507876b93e)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p1cd027b998)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_774">
     <path d="M 151.2 1059.84 
@@ -7572,7 +7572,7 @@ L 216 1059.84
 L 216 1051.566164 
 L 199.636364 1051.566164 
 z
-" clip-path="url(#p7b9cdec6be)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p8ba26bc05c)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_780">
     <path d="M 216 1059.84 
@@ -7580,7 +7580,7 @@ L 232.363636 1059.84
 L 232.363636 1057.899224 
 L 216 1057.899224 
 z
-" clip-path="url(#p7b9cdec6be)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p8ba26bc05c)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_781">
     <path d="M 198 1058.291929 
@@ -7588,14 +7588,14 @@ L 198 1057.506518
 L 234 1057.506518 
 L 234 1058.291929 
 z
-" clip-path="url(#p7b9cdec6be)" style="fill: #ffe5cf"/>
+" clip-path="url(#p8ba26bc05c)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_195"/>
    <g id="matplotlib.axis_196"/>
    <g id="line2d_98">
     <path d="M 198 1057.797078 
 L 234 1057.797078 
-" clip-path="url(#p7b9cdec6be)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p8ba26bc05c)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_782">
     <path d="M 198 1059.84 
@@ -7654,7 +7654,7 @@ L 262.8 1059.84
 L 262.8 1051.795993 
 L 246.436364 1051.795993 
 z
-" clip-path="url(#p54c9825f9d)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p326286e9c8)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_788">
     <path d="M 262.8 1059.84 
@@ -7662,7 +7662,7 @@ L 279.163636 1059.84
 L 279.163636 1057.669395 
 L 262.8 1057.669395 
 z
-" clip-path="url(#p54c9825f9d)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p326286e9c8)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_789">
     <path d="M 244.8 1058.078894 
@@ -7670,14 +7670,14 @@ L 244.8 1057.259896
 L 280.8 1057.259896 
 L 280.8 1058.078894 
 z
-" clip-path="url(#p54c9825f9d)" style="fill: #ffe5cf"/>
+" clip-path="url(#p326286e9c8)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_197"/>
    <g id="matplotlib.axis_198"/>
    <g id="line2d_99">
     <path d="M 244.8 1057.797078 
 L 280.8 1057.797078 
-" clip-path="url(#p54c9825f9d)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p326286e9c8)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_790">
     <path d="M 244.8 1059.84 
@@ -7736,7 +7736,7 @@ L 309.6 1059.84
 L 309.6 1052.025822 
 L 293.236364 1052.025822 
 z
-" clip-path="url(#pee5f1b4052)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p64eaf7adf0)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_796">
     <path d="M 309.6 1059.84 
@@ -7744,7 +7744,7 @@ L 325.963636 1059.84
 L 325.963636 1057.439566 
 L 309.6 1057.439566 
 z
-" clip-path="url(#pee5f1b4052)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
+" clip-path="url(#p64eaf7adf0)" style="fill: #1f77b4; stroke: #000000; stroke-width: 0.4; stroke-linejoin: miter"/>
    </g>
    <g id="patch_797">
     <path d="M 291.6 1057.864003 
@@ -7752,14 +7752,14 @@ L 291.6 1057.01513
 L 327.6 1057.01513 
 L 327.6 1057.864003 
 z
-" clip-path="url(#pee5f1b4052)" style="fill: #ffe5cf"/>
+" clip-path="url(#p64eaf7adf0)" style="fill: #ffe5cf"/>
    </g>
    <g id="matplotlib.axis_199"/>
    <g id="matplotlib.axis_200"/>
    <g id="line2d_100">
     <path d="M 291.6 1057.797078 
 L 327.6 1057.797078 
-" clip-path="url(#pee5f1b4052)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
+" clip-path="url(#p64eaf7adf0)" style="fill: none; stroke: #000000; stroke-width: 0.3; stroke-linecap: square"/>
    </g>
    <g id="patch_798">
     <path d="M 291.6 1059.84 
@@ -7896,304 +7896,304 @@ z
   </g>
  </g>
  <defs>
-  <clipPath id="pa7da8957dc">
+  <clipPath id="p23dfd62160">
    <rect x="198" y="10.8" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p0ca2dae649">
+  <clipPath id="pfd77d909cf">
    <rect x="198" y="30.796981" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p00de528b88">
+  <clipPath id="p08dc54293e">
    <rect x="198" y="50.793962" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pa9423ec00b">
+  <clipPath id="p35ac429f04">
    <rect x="198" y="70.790943" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p81f3759101">
+  <clipPath id="pc608f18155">
    <rect x="198" y="90.787925" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pbd5bc78d90">
+  <clipPath id="p076ad0cbcf">
    <rect x="198" y="110.784906" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p9eaface291">
+  <clipPath id="p41856b7b49">
    <rect x="198" y="130.781887" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pe52d6e99bf">
+  <clipPath id="p6727325c60">
    <rect x="198" y="150.778868" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p0d1d604d49">
+  <clipPath id="pda74947164">
    <rect x="198" y="170.775849" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p0ad52885b3">
+  <clipPath id="pa47910c9b5">
    <rect x="198" y="190.77283" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p5a68c84ab5">
+  <clipPath id="p6acf944531">
    <rect x="198" y="210.769811" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p46c237b681">
+  <clipPath id="pea105bf739">
    <rect x="198" y="230.766792" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p101cd1ac45">
+  <clipPath id="pe3533705b8">
    <rect x="198" y="250.763774" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pd1386f31e0">
+  <clipPath id="pec5aa1f50e">
    <rect x="198" y="270.760755" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p06cad1910e">
+  <clipPath id="p5c6bbed8b5">
    <rect x="198" y="290.757736" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pc04fbadc26">
+  <clipPath id="p90e4cf4596">
    <rect x="198" y="310.754717" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pb0e93cfbcc">
+  <clipPath id="pd7461d610b">
    <rect x="198" y="330.751698" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p9d7b6a6bfe">
+  <clipPath id="p7be09db45f">
    <rect x="198" y="350.748679" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pec77f8a634">
+  <clipPath id="p2f6f5f1ca8">
    <rect x="198" y="370.74566" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p18aaca7672">
+  <clipPath id="pb0ac5e4b27">
    <rect x="198" y="390.742642" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pc9bde747f3">
+  <clipPath id="pdea3229450">
    <rect x="198" y="410.739623" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pd5678b3265">
+  <clipPath id="pe96916c833">
    <rect x="198" y="430.736604" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p2ee7f22e73">
+  <clipPath id="pa7040d53c8">
    <rect x="198" y="450.733585" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pd84c42314e">
+  <clipPath id="p22615f386d">
    <rect x="198" y="470.730566" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p18da17920f">
+  <clipPath id="p79852eb8b5">
    <rect x="198" y="490.727547" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p72faa85ee3">
+  <clipPath id="pdd6c8aac57">
    <rect x="198" y="510.724528" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p51e326c00b">
+  <clipPath id="p038d698801">
    <rect x="198" y="530.721509" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pd1d2d06d0a">
+  <clipPath id="p9bda99391d">
    <rect x="198" y="550.718491" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pbe683f7bf0">
+  <clipPath id="pc77e1c91a6">
    <rect x="198" y="570.715472" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pb090cd1d45">
+  <clipPath id="pc4b9f7998d">
    <rect x="198" y="590.712453" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p3d9ca8d786">
+  <clipPath id="p56dbf8ccc1">
    <rect x="198" y="610.709434" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p31b547e452">
+  <clipPath id="pedc9737e1d">
    <rect x="198" y="630.706415" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p503303bc38">
+  <clipPath id="pfdc6efaa9b">
    <rect x="198" y="650.703396" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p97e4d4dc64">
+  <clipPath id="pe4e2416bfc">
    <rect x="244.8" y="650.703396" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p26306735cd">
+  <clipPath id="p5ca40225dc">
    <rect x="198" y="670.700377" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p1227434726">
+  <clipPath id="p3a07285eba">
    <rect x="244.8" y="670.700377" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p73753c9961">
+  <clipPath id="pddbb88fb66">
    <rect x="198" y="690.697358" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p74625b9af8">
+  <clipPath id="p2d9a363553">
    <rect x="244.8" y="690.697358" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pa2008d50b5">
+  <clipPath id="p1509343b87">
    <rect x="198" y="710.69434" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p418d67ccb0">
+  <clipPath id="pad718ae6f7">
    <rect x="244.8" y="710.69434" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p02ad6ab5fa">
+  <clipPath id="pec33160138">
    <rect x="151.2" y="730.691321" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p61aa95228b">
+  <clipPath id="p969c5cfc83">
    <rect x="198" y="730.691321" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p9a3fff35da">
+  <clipPath id="pec69356866">
    <rect x="244.8" y="730.691321" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p3c1ed9a657">
+  <clipPath id="p62010398b4">
    <rect x="151.2" y="750.688302" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pfe4bca0e23">
+  <clipPath id="p3996812493">
    <rect x="198" y="750.688302" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p7a9859f4e6">
+  <clipPath id="p72603c7bcb">
    <rect x="244.8" y="750.688302" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p0c86746dd2">
+  <clipPath id="p42235fdc64">
    <rect x="151.2" y="770.685283" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pd6ca2e260f">
+  <clipPath id="p7ff3723fa0">
    <rect x="198" y="770.685283" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p1be757f8e1">
+  <clipPath id="p44141dc310">
    <rect x="244.8" y="770.685283" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p771479d25b">
+  <clipPath id="p99e0ab9f3b">
    <rect x="151.2" y="790.682264" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p2c8334b231">
+  <clipPath id="p885dfafd75">
    <rect x="198" y="790.682264" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p6425c5f0f3">
+  <clipPath id="p2cebd5ac7f">
    <rect x="244.8" y="790.682264" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pf4a6609aca">
+  <clipPath id="p359196b1bb">
    <rect x="151.2" y="810.679245" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p290acb7529">
+  <clipPath id="pf92907c4fe">
    <rect x="198" y="810.679245" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p9bd6b3b42a">
+  <clipPath id="pe1547b791f">
    <rect x="244.8" y="810.679245" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pba9ae4d320">
+  <clipPath id="pf404dc17e7">
    <rect x="151.2" y="830.676226" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p4d74c69f94">
+  <clipPath id="p01c3bb26f2">
    <rect x="198" y="830.676226" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pc07624f3d7">
+  <clipPath id="p42f5709097">
    <rect x="244.8" y="830.676226" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pb0cf652734">
+  <clipPath id="pdbfc06ddd5">
    <rect x="151.2" y="850.673208" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p4f1dba5752">
+  <clipPath id="p3b9c655c64">
    <rect x="198" y="850.673208" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p5f559c652a">
+  <clipPath id="p9760bd152c">
    <rect x="244.8" y="850.673208" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p235fbd6200">
+  <clipPath id="p71570c511b">
    <rect x="151.2" y="870.670189" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pfac5f7e6a4">
+  <clipPath id="p7b9cb4dae6">
    <rect x="198" y="870.670189" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p5d06d220dc">
+  <clipPath id="p341a834e0c">
    <rect x="244.8" y="870.670189" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p837a687065">
+  <clipPath id="pef69a64fb9">
    <rect x="151.2" y="890.66717" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pbd996b9251">
+  <clipPath id="p10cf751330">
    <rect x="198" y="890.66717" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p2c915555e6">
+  <clipPath id="p663d8a364d">
    <rect x="244.8" y="890.66717" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p24670565af">
+  <clipPath id="pa6463112c0">
    <rect x="151.2" y="910.664151" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p96614f5e5c">
+  <clipPath id="p6fa071bed8">
    <rect x="198" y="910.664151" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pbb541e067c">
+  <clipPath id="p2bd73852dd">
    <rect x="244.8" y="910.664151" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p5bd22bc104">
+  <clipPath id="pd20498774b">
    <rect x="151.2" y="930.661132" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pcd6db37747">
+  <clipPath id="p1c9c0d1143">
    <rect x="198" y="930.661132" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pdecc2fa0fe">
+  <clipPath id="p9e39929c4f">
    <rect x="244.8" y="930.661132" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p676bee9b7b">
+  <clipPath id="pbdfa3d49ee">
    <rect x="151.2" y="950.658113" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pc265d0e38c">
+  <clipPath id="p7ce3140bbb">
    <rect x="198" y="950.658113" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pfab9c31362">
+  <clipPath id="p47ed3629d1">
    <rect x="244.8" y="950.658113" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p5f34f8661b">
+  <clipPath id="p0c9cd94e62">
    <rect x="104.4" y="970.655094" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p64a96aaa28">
+  <clipPath id="p100fd21980">
    <rect x="151.2" y="970.655094" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pae528f04d5">
+  <clipPath id="p1b9fe70e91">
    <rect x="198" y="970.655094" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p25cfc09b8e">
+  <clipPath id="pb272fc0926">
    <rect x="244.8" y="970.655094" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p541a8938b8">
+  <clipPath id="pc5dfedcf9f">
    <rect x="104.4" y="990.652075" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pe70a068d40">
+  <clipPath id="p32dffd9509">
    <rect x="151.2" y="990.652075" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p2171387e9c">
+  <clipPath id="pb59feef746">
    <rect x="198" y="990.652075" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p97fe2c9455">
+  <clipPath id="p588559a579">
    <rect x="244.8" y="990.652075" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p7e43d2fc23">
+  <clipPath id="p030f13ad25">
    <rect x="104.4" y="1010.649057" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p3288d92228">
+  <clipPath id="p1be6d440c6">
    <rect x="151.2" y="1010.649057" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p6dc2a6c530">
+  <clipPath id="p5ea37d6bde">
    <rect x="198" y="1010.649057" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p637227e42e">
+  <clipPath id="p53e7d59f12">
    <rect x="244.8" y="1010.649057" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p8a0a21808c">
+  <clipPath id="p5a3525ca7c">
    <rect x="291.6" y="1010.649057" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p970ccc6938">
+  <clipPath id="p4582b1c565">
    <rect x="104.4" y="1030.646038" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p7461a9f7e4">
+  <clipPath id="pf84bc03b47">
    <rect x="151.2" y="1030.646038" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p56b1a25d09">
+  <clipPath id="p8ab7413652">
    <rect x="198" y="1030.646038" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pbd3f48c64d">
+  <clipPath id="p95a1c0431b">
    <rect x="244.8" y="1030.646038" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p3b632f76ab">
+  <clipPath id="pa776fd39c4">
    <rect x="291.6" y="1030.646038" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p328e6d8af5">
+  <clipPath id="pfd02e8a17d">
    <rect x="57.6" y="1050.643019" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p172a76e8b3">
+  <clipPath id="p2bb4acd841">
    <rect x="104.4" y="1050.643019" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p507876b93e">
+  <clipPath id="p1cd027b998">
    <rect x="151.2" y="1050.643019" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p7b9cdec6be">
+  <clipPath id="p8ba26bc05c">
    <rect x="198" y="1050.643019" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="p54c9825f9d">
+  <clipPath id="p326286e9c8">
    <rect x="244.8" y="1050.643019" width="36" height="9.196981"/>
   </clipPath>
-  <clipPath id="pee5f1b4052">
+  <clipPath id="p64eaf7adf0">
    <rect x="291.6" y="1050.643019" width="36" height="9.196981"/>
   </clipPath>
  </defs>
diff --git a/helpers/confidenceIntervalHelper.ipynb b/helpers/confidenceIntervalHelper.ipynb
index 544e735..4604af7 100644
--- a/helpers/confidenceIntervalHelper.ipynb
+++ b/helpers/confidenceIntervalHelper.ipynb
@@ -3,7 +3,7 @@
   {
    "cell_type": "code",
    "execution_count": 1,
-   "id": "5f183426",
+   "id": "1b67aa50",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -20,7 +20,7 @@
   {
    "cell_type": "code",
    "execution_count": 2,
-   "id": "488e0f22",
+   "id": "ddf9d2a1",
    "metadata": {
     "scrolled": true
    },
@@ -41,7 +41,7 @@
   {
    "cell_type": "code",
    "execution_count": 3,
-   "id": "135639e4",
+   "id": "edad1be4",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -79,7 +79,7 @@
   {
    "cell_type": "code",
    "execution_count": 4,
-   "id": "4556047a",
+   "id": "3d14dbc5",
    "metadata": {},
    "outputs": [
     {
@@ -151,7 +151,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "06802f15",
+   "id": "251d4681",
    "metadata": {},
    "source": [
     "### confidence intervals"
@@ -160,7 +160,7 @@
   {
    "cell_type": "code",
    "execution_count": 5,
-   "id": "7eebe8d7",
+   "id": "ab8a3f37",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -176,7 +176,7 @@
   {
    "cell_type": "code",
    "execution_count": 6,
-   "id": "8b89a140",
+   "id": "9d5f52cd",
    "metadata": {},
    "outputs": [
     {
@@ -274,7 +274,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "a457a765",
+   "id": "8f4b9d29",
    "metadata": {},
    "source": [
     "# Repeat with more draws"
@@ -283,7 +283,7 @@
   {
    "cell_type": "code",
    "execution_count": 7,
-   "id": "581eecdf",
+   "id": "ee7526b8",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -318,10 +318,21 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "id": "b941b0fd",
+   "execution_count": 8,
+   "id": "9c2d3c2e",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 600x1500 with 477 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
    "source": [
     "fig, axs = plt.subplots(max_cat_freq,\n",
     "                        n_cats,\n",
@@ -380,10 +391,21 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "id": "4f585208",
+   "execution_count": 9,
+   "id": "3abf52a2",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(0.04, 0.8)"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "# SEs\n",
     "np.sqrt(p*(1-p)/100), np.sqrt(400*p*(1-p)/100)"
@@ -391,7 +413,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "d6ad843e",
+   "id": "d702924f",
    "metadata": {},
    "source": [
     "#### confidence intervals"
@@ -399,10 +421,21 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "id": "47a7aeed",
+   "execution_count": 10,
+   "id": "256821ec",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 600x1500 with 477 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
    "source": [
     "fig, axs = plt.subplots(max_cat_freq,\n",
     "                        n_cats,\n",
@@ -486,7 +519,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "b7d7593e",
+   "id": "eebde864",
    "metadata": {},
    "outputs": [],
    "source": []