From 142aea2e5bf5fc9bcde6fbf64d4762c3b62960a9 Mon Sep 17 00:00:00 2001 From: jeromedockes Date: Tue, 2 Jul 2024 12:32:02 +0000 Subject: [PATCH] deploy: 7f79ca8325568c54e0dca0804d85e73a611695b1 --- reports/AMES Housing.html | 11594 +++++++++++++++--------------- reports/drug_directory.html | 4287 ++++++----- reports/employee_salaries.html | 1758 ++--- reports/medical_charge.html | 2076 +++--- reports/titanic.html | 2290 +++--- reports/traffic_violations.html | 7680 ++++++++++---------- 6 files changed, 14833 insertions(+), 14852 deletions(-) diff --git a/reports/AMES Housing.html b/reports/AMES Housing.html index 69a3e08..2974944 100644 --- a/reports/AMES Housing.html +++ b/reports/AMES Housing.html @@ -51,120 +51,120 @@ --skrubview-lightg: #f0f0f0; } -#report_b2ec486c button { +#report_86f8ab9a button { cursor: pointer; } -#report_b2ec486c.skrubview-report summary > * { +#report_86f8ab9a.skrubview-report summary > * { display: inline; } -#report_b2ec486c.skrubview-report p { +#report_86f8ab9a.skrubview-report p { margin-block-start: var(--skrubview-tiny); margin-block-end: var(--skrubview-tiny); } -#report_b2ec486c.skrubview-report code { +#report_86f8ab9a.skrubview-report code { overflow-wrap: anywhere; } -#report_b2ec486c.skrubview-report pre { +#report_86f8ab9a.skrubview-report pre { margin: 0; } -#report_b2ec486c.skrubview-report .skrubview-margin-r-s { +#report_86f8ab9a.skrubview-report .skrubview-margin-r-s { margin-inline-end: var(--skrubview-small); } -#report_b2ec486c.skrubview-report .skrubview-margin-r-t { +#report_86f8ab9a.skrubview-report .skrubview-margin-r-t { margin-inline-end: var(--skrubview-tiny); } -#report_b2ec486c.skrubview-report .skrubview-margin-v-t { +#report_86f8ab9a.skrubview-report .skrubview-margin-v-t { margin-block-start: var(--skrubview-tiny); margin-block-end: var(--skrubview-tiny); } -#report_b2ec486c.skrubview-report :is(td, th) { +#report_86f8ab9a.skrubview-report :is(td, th) { padding: var(--skrubview-tiny); } -#report_b2ec486c.skrubview-report dl { +#report_86f8ab9a.skrubview-report dl { display: grid; grid-template-columns: max-content auto; column-gap: var(--skrubview-tiny); margin: 0; } -#report_b2ec486c.skrubview-report dt { +#report_86f8ab9a.skrubview-report dt { grid-column-start: 1; font-weight: bold; justify-self: end; } -#report_b2ec486c.skrubview-report dt::after { +#report_86f8ab9a.skrubview-report dt::after { content: ":"; } -#report_b2ec486c.skrubview-report dd { +#report_86f8ab9a.skrubview-report dd { grid-column-start: 2; justify-self: start; margin: 0; } -#report_b2ec486c.skrubview-report table caption { +#report_86f8ab9a.skrubview-report table caption { padding: 0; font: inherit; } -#report_b2ec486c.skrubview-report :is(td, th) { +#report_86f8ab9a.skrubview-report :is(td, th) { white-space: nowrap; } -#report_b2ec486c.skrubview-report .skrubview-horizontal-scroll { +#report_86f8ab9a.skrubview-report .skrubview-horizontal-scroll { overflow-x: auto; } -#report_b2ec486c.skrubview-report .skrubview-select-all { +#report_86f8ab9a.skrubview-report .skrubview-select-all { user-select: all; } -#report_b2ec486c.skrubview-report .skrubview-select-none { +#report_86f8ab9a.skrubview-report .skrubview-select-none { user-select: none; } -#report_b2ec486c.skrubview-report .skrubview-wrapper { +#report_86f8ab9a.skrubview-report .skrubview-wrapper { padding-inline-start: var(--skrubview-small); padding-inline-end: var(--skrubview-small); padding-block-end: var(--skrubview-tiny); } -#report_b2ec486c.skrubview-report .skrubview-wrapper-vert { +#report_86f8ab9a.skrubview-report .skrubview-wrapper-vert { padding-block-end: var(--skrubview-tiny); } -#report_b2ec486c.skrubview-report .skrubview-wrapper-vert-l { +#report_86f8ab9a.skrubview-report .skrubview-wrapper-vert-l { padding-block-start: var(--skrubview-large); padding-block-end: var(--skrubview-huge); } -#report_b2ec486c.skrubview-report .skrubview-text { +#report_86f8ab9a.skrubview-report .skrubview-text { max-width: var(--skrubview-max-content-width); } -#report_b2ec486c.skrubview-report .skrubview-shrink { +#report_86f8ab9a.skrubview-report .skrubview-shrink { display: flex; } -#report_b2ec486c.skrubview-report .skrubview-shrink > * { +#report_86f8ab9a.skrubview-report .skrubview-shrink > * { width: 0; flex-grow: 1; } -#report_b2ec486c.skrubview-report .skrubview-copybutton-grid { +#report_86f8ab9a.skrubview-report .skrubview-copybutton-grid { display: flex; flex-direction: column; gap: var(--skrubview-tiny); @@ -174,44 +174,44 @@ -#report_b2ec486c.skrubview-report .skrubview-grid-separator { +#report_86f8ab9a.skrubview-report .skrubview-grid-separator { grid-column: 1/-1; justify-self: left; } -#report_b2ec486c.skrubview-report .skrubview-flex { +#report_86f8ab9a.skrubview-report .skrubview-flex { display: flex; gap: var(--skrubview-tiny); align-items: center; } -#report_b2ec486c.skrubview-report .skrubview-flex-wrap { +#report_86f8ab9a.skrubview-report .skrubview-flex-wrap { flex-wrap: wrap; padding-block-start: var(--skrubview-tiny); padding-block-end: var(--skrubview-tiny); } -#report_b2ec486c.skrubview-report .skrubview-flex-wrap > * { +#report_86f8ab9a.skrubview-report .skrubview-flex-wrap > * { margin: 0; } -#report_b2ec486c.skrubview-report .skrubview-ellided { +#report_86f8ab9a.skrubview-report .skrubview-ellided { max-width: 100ch; overflow: hidden; white-space: nowrap; text-overflow: ellipsis; } -#report_b2ec486c.skrubview-report .skrubview-ellided-short { +#report_86f8ab9a.skrubview-report .skrubview-ellided-short { max-width: 30ch; overflow: hidden; white-space: nowrap; text-overflow: ellipsis; } -#report_b2ec486c.skrubview-report .skrubview-card { +#report_86f8ab9a.skrubview-report .skrubview-card { padding: 0; margin: 0.75rem; border-radius: var(--skrubview-radius); @@ -219,7 +219,7 @@ min-width: min-content; } -#report_b2ec486c.skrubview-report .skrubview-card-header { +#report_86f8ab9a.skrubview-report .skrubview-card-header { border-radius: var(--skrubview-radius) var(--skrubview-radius) 0 0; display: flex; @@ -231,27 +231,27 @@ border-block-end: 1px solid var(--skrubview-mediumg); } -#report_b2ec486c.skrubview-report .skrubview-columns-in-sample-tab .skrubview-card-header { +#report_86f8ab9a.skrubview-report .skrubview-columns-in-sample-tab .skrubview-card-header { background-color: var(--skrubview-darkgreen); border-block-end: 1px solid var(--skrubview-verydarkgreen); } -#report_b2ec486c.skrubview-report .skrubview-card-header { +#report_86f8ab9a.skrubview-report .skrubview-card-header { --checkbox-margin: var(--skrubview-tiny); } -#report_b2ec486c.skrubview-report .skrubview-card-header > * { +#report_86f8ab9a.skrubview-report .skrubview-card-header > * { margin-block-start: 0; margin-block-end: 0; font-size: var(--skrubview-large); } -#report_b2ec486c.skrubview-report .skrubview-dataframe-summary { +#report_86f8ab9a.skrubview-report .skrubview-dataframe-summary { --skrubview-max-content-width: 100rem; font-size: var(--skrubview-large); } -#report_b2ec486c.skrubview-report .skrubview-box { +#report_86f8ab9a.skrubview-report .skrubview-box { display: flex; justify-content: space-between; align-items: stretch; @@ -263,22 +263,22 @@ min-height: 1.8rem; } -#report_b2ec486c.skrubview-report .skrubview-box pre { +#report_86f8ab9a.skrubview-report .skrubview-box pre { overflow-x: auto; padding: var(--skrubview-tiny); flex-grow: 1; white-space: pre; } -#report_b2ec486c.skrubview-report .skrubview-table-value-box { +#report_86f8ab9a.skrubview-report .skrubview-table-value-box { max-width: 100%; } -#report_b2ec486c.skrubview-report *[data-shows-placeholder] { +#report_86f8ab9a.skrubview-report *[data-shows-placeholder] { color: #777777; } -#report_b2ec486c.skrubview-report .skrubview-copybutton { +#report_86f8ab9a.skrubview-report .skrubview-copybutton { margin-left: -2rem; min-width: 2rem; display: none; @@ -289,47 +289,47 @@ background: rgba(0, 0, 0, 0); } -#report_b2ec486c.skrubview-report .skrubview-box:hover .skrubview-copybutton { +#report_86f8ab9a.skrubview-report .skrubview-box:hover .skrubview-copybutton { display: inline; background: var(--skrubview-lightg); } -#report_b2ec486c.skrubview-report:hover .skrubview-copybutton:hover { +#report_86f8ab9a.skrubview-report:hover .skrubview-copybutton:hover { display: inline; background: var(--skrubview-mediumg); } -#report_b2ec486c.skrubview-report .skrubview-table-cell { +#report_86f8ab9a.skrubview-report .skrubview-table-cell { cursor: pointer; } -#report_b2ec486c.skrubview-report th[data-is-in-selected-column] { +#report_86f8ab9a.skrubview-report th[data-is-in-selected-column] { background-color: var(--skrubview-darkgreen); } -#report_b2ec486c.skrubview-report tr:nth-child(2n -1) .skrubview-table-cell[data-is-in-selected-column] { +#report_86f8ab9a.skrubview-report tr:nth-child(2n -1) .skrubview-table-cell[data-is-in-selected-column] { background-color: var(--skrubview-mediumgreen); } -#report_b2ec486c.skrubview-report .skrubview-table-cell[data-is-in-selected-column] { +#report_86f8ab9a.skrubview-report .skrubview-table-cell[data-is-in-selected-column] { background-color: var(--skrubview-lightgreen); } -#report_b2ec486c.skrubview-report tr:nth-child(2n -1) .skrubview-table-cell[data-is-selected] { +#report_86f8ab9a.skrubview-report tr:nth-child(2n -1) .skrubview-table-cell[data-is-selected] { background-color: var(--skrubview-yellowish); border: 1px solid black; } -#report_b2ec486c.skrubview-report .skrubview-table-cell[data-is-selected] { +#report_86f8ab9a.skrubview-report .skrubview-table-cell[data-is-selected] { background-color: var(--skrubview-yellowish); border: 1px solid black; } -#report_b2ec486c.skrubview-report .skrubview-ellided-table-part { +#report_86f8ab9a.skrubview-report .skrubview-ellided-table-part { border: 1px solid white; text-align: center; border-top: 0; @@ -338,78 +338,78 @@ } -#report_b2ec486c.skrubview-report :is(.skrubview-ok, .skrubview-warning, .skrubview-critical) { +#report_86f8ab9a.skrubview-report :is(.skrubview-ok, .skrubview-warning, .skrubview-critical) { font-weight: bold; } -#report_b2ec486c.skrubview-report .skrubview-ok { +#report_86f8ab9a.skrubview-report .skrubview-ok { color: green; } -#report_b2ec486c.skrubview-report .skrubview-warning { +#report_86f8ab9a.skrubview-report .skrubview-warning { color: #ff6600; } -#report_b2ec486c.skrubview-report .skrubview-critical { +#report_86f8ab9a.skrubview-report .skrubview-critical { color: red; } -#report_b2ec486c.skrubview-report .skrubview-pseudocolumn { +#report_86f8ab9a.skrubview-report .skrubview-pseudocolumn { --header-color: #ffffff; } -#report_b2ec486c.skrubview-report *[data-is-being-copied]{ +#report_86f8ab9a.skrubview-report *[data-is-being-copied]{ color: white; 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padding-block-start: var(--skrubview-huge); padding-block-end: var(--skrubview-huge); } -#report_b2ec486c.skrubview-report .skrubview-important-note { +#report_86f8ab9a.skrubview-report .skrubview-important-note { background-color: var(--skrubview-lightgreen); padding: var(--skrubview-small); border-radius: var(--skrubview-radius); margin-top: var(--skrubview-tiny); margin-bottom: var(--skrubview-small); } -#report_b2ec486c.skrubview-report .skrubview-tab { +#report_86f8ab9a.skrubview-report .skrubview-tab { display: none; } -#report_b2ec486c.skrubview-report .skrubview-tabset-buttons { +#report_86f8ab9a.skrubview-report .skrubview-tabset-buttons { display: flex; column-gap: var(--skrubview-tiny); padding-left: var(--skrubview-tiny); padding-right: var(--skrubview-tiny); } -#report_b2ec486c.skrubview-report .skrubview-tab[data-is-displayed] { +#report_86f8ab9a.skrubview-report .skrubview-tab[data-is-displayed] { display: block; border-top: 1px solid var(--skrubview-darkg); padding-top: var(--skrubview-tiny); } -#report_b2ec486c.skrubview-report .skrubview-tabset-buttons button { +#report_86f8ab9a.skrubview-report .skrubview-tabset-buttons button { border: none; padding: var(--skrubview-tiny); font-size: var(--skrubview-small); @@ -417,13 +417,13 @@ border-radius: var(--skrubview-radius) var(--skrubview-radius) 0 0; } -#report_b2ec486c.skrubview-report .skrubview-tabset-buttons button:hover { +#report_86f8ab9a.skrubview-report .skrubview-tabset-buttons button:hover { background-color: var(--skrubview-mediumg); } -#report_b2ec486c.skrubview-report .skrubview-tabset-buttons button[data-is-selected] { +#report_86f8ab9a.skrubview-report .skrubview-tabset-buttons button[data-is-selected] { border-top: 1px solid var(--skrubview-darkg); border-left: 1px solid var(--skrubview-darkg); border-right: 1px solid var(--skrubview-darkg); @@ -432,15 +432,15 @@ background-color: white; } -#report_b2ec486c.skrubview-report .skrubview-tabset-buttons button[data-has-warning] { +#report_86f8ab9a.skrubview-report .skrubview-tabset-buttons button[data-has-warning] { color: red; } -#report_b2ec486c.skrubview-report .skrubview-tabset-buttons button[data-has-warning]::before { +#report_86f8ab9a.skrubview-report .skrubview-tabset-buttons button[data-has-warning]::before { content: "⚠️ "; } -#report_b2ec486c.skrubview-report .skrubview-flex-reverse { +#report_86f8ab9a.skrubview-report .skrubview-flex-reverse { display: flex; justify-content: space-between; flex-wrap: wrap-reverse; @@ -448,12 +448,12 @@ -#report_b2ec486c.skrubview-report .skrubview-float-end { +#report_86f8ab9a.skrubview-report .skrubview-float-end { margin-inline-start: auto; padding-inline-start: var(--skrubview-tiny); } -#report_b2ec486c.skrubview-report .skrubview-column-summary-group { +#report_86f8ab9a.skrubview-report .skrubview-column-summary-group { display: flex; flex-direction: column; gap: var(--skrubview-small); @@ -464,21 +464,21 @@ max-width: max-content; } -#report_b2ec486c.skrubview-report .skrubview-column-summary-group > * { +#report_86f8ab9a.skrubview-report .skrubview-column-summary-group > * { margin: 0; } -#report_b2ec486c.skrubview-report .skrubview-column-summary-group.skrubview-columns-in-sample-tab > .skrubview-column-summary:not([data-is-selected-in-table]) { +#report_86f8ab9a.skrubview-report .skrubview-column-summary-group.skrubview-columns-in-sample-tab > .skrubview-column-summary:not([data-is-selected-in-table]) { display: none; } -#report_b2ec486c.skrubview-report .skrubview-column-summary-content { +#report_86f8ab9a.skrubview-report .skrubview-column-summary-content { display: flex; flex-direction: column; } @media screen and (min-width: 60rem) { - #report_b2ec486c.skrubview-report .skrubview-column-summary-group { + #report_86f8ab9a.skrubview-report .skrubview-column-summary-group { display: flex; flex-direction: row; flex-wrap: wrap; @@ -488,18 +488,18 @@ } -#report_b2ec486c.skrubview-report #report_b2ec486c-collapse-const-columns-checkbox:checked ~ * .skrubview-constant-column { +#report_86f8ab9a.skrubview-report #report_86f8ab9a-collapse-const-columns-checkbox:checked ~ * .skrubview-constant-column { display: none; } -#report_b2ec486c.skrubview-report #report_b2ec486c-collapse-const-columns-checkbox:not(:checked) ~ * .skrubview-constant-columns-summary{ +#report_86f8ab9a.skrubview-report #report_86f8ab9a-collapse-const-columns-checkbox:not(:checked) ~ * .skrubview-constant-columns-summary{ display: none; } -#report_b2ec486c.skrubview-report .skrubview-constant-columns-summary:not(:has(dt:not([data-is-excluded-by-filter]))){ +#report_86f8ab9a.skrubview-report .skrubview-constant-columns-summary:not(:has(dt:not([data-is-excluded-by-filter]))){ display: none; } -#report_b2ec486c.skrubview-report .skrubview-top-bar .skrubview-box { +#report_86f8ab9a.skrubview-report .skrubview-top-bar .skrubview-box { flex-grow: 1; max-width: 55rem; } @@ -775,7 +775,7 @@ -
+

Ames housing

@@ -785,22 +785,22 @@

Ames housing

- - + + - +
- - @@ -841,7 +841,7 @@

Ames housing

-
+
@@ -851,8 +851,8 @@

Ames housing

-
- @@ -864,23 +864,23 @@

Ames housing

-

-            
+            

+            
         
-
+
Click on a table cell below to display more information about its column.
- +
@@ -1218,10 +1218,10 @@

Ames housing

Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing Ames housing

- 2930 rows ✕ 81 columns. + 2930 rows ✕ 81 columns.

@@ -13587,7 +13587,7 @@

Ames housing

-
+

MS_SubClass @@ -13617,14 +13617,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -13634,130 +13634,130 @@

One_Story_1946_and_Newer_All_Styles
- +
Two_Story_1946_and_Newer
- +
One_and_Half_Story_Finished_All_Ages
- +
One_Story_PUD_1946_and_Newer
- +
One_Story_1945_and_Older
- +
Two_Story_PUD_1946_and_Newer
- +
Two_Story_1945_and_Older
- +
Split_or_Multilevel
- +
Duplex_All_Styles_and_Ages
- +
Two_Family_conversion_All_Styles_and_Ages
- +
@@ -13766,13 +13766,13 @@

['One_Story_1946_and_Newer_All_Styles', 'Two_Story_1946_and_Newer', 'One_and_Half_Story_Finished_All_Ages', 'One_Story_PUD_1946_and_Newer', 'One_Story_1945_and_Older', 'Two_Story_PUD_1946_and_Newer', 'Two_Story_1945_and_Older', 'Split_or_Multilevel', 'Duplex_All_Styles_and_Ages', 'Two_Family_conversion_All_Styles_and_Ages']
- +

@@ -13785,7 +13785,7 @@

-
+

MS_Zoning @@ -13815,14 +13815,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -13832,91 +13832,91 @@

Residential_Low_Density
- +
Residential_Medium_Density
- +
Floating_Village_Residential
- +
Residential_High_Density
- +
C_all
- +
I_all
- +
A_agr
- +
@@ -13925,13 +13925,13 @@

['Residential_Low_Density', 'Residential_Medium_Density', 'Floating_Village_Residential', 'Residential_High_Density', 'C_all', 'I_all', 'A_agr']
- +

@@ -13944,7 +13944,7 @@

-
+

Lot_Frontage @@ -13983,7 +13983,7 @@

- histogram_plot + histogram_plot
@@ -13992,7 +13992,7 @@

-
+

Lot_Area @@ -14031,7 +14031,7 @@

- histogram_plot + histogram_plot
@@ -14040,7 +14040,7 @@

-
+

Street @@ -14070,14 +14070,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -14087,26 +14087,26 @@

Pave
- +
Grvl
- +
@@ -14115,13 +14115,13 @@

['Pave', 'Grvl']
- +

@@ -14134,7 +14134,7 @@

-
+

Alley @@ -14164,14 +14164,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -14181,39 +14181,39 @@

No_Alley_Access
- +
Gravel
- +
Paved
- +
@@ -14222,13 +14222,13 @@

['No_Alley_Access', 'Gravel', 'Paved']
- +

@@ -14241,7 +14241,7 @@

-
+

Lot_Shape @@ -14271,14 +14271,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -14288,52 +14288,52 @@

Regular
- +
Slightly_Irregular
- +
Moderately_Irregular
- +
Irregular
- +
@@ -14342,13 +14342,13 @@

['Regular', 'Slightly_Irregular', 'Moderately_Irregular', 'Irregular']
- +

@@ -14361,7 +14361,7 @@

-
+

Land_Contour @@ -14391,14 +14391,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -14408,52 +14408,52 @@

Lvl
- +
HLS
- +
Bnk
- +
Low
- +
@@ -14462,13 +14462,13 @@

['Lvl', 'HLS', 'Bnk', 'Low']
- +

@@ -14481,7 +14481,7 @@

-
+

Utilities @@ -14511,14 +14511,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -14528,39 +14528,39 @@

AllPub
- +
NoSewr
- +
NoSeWa
- +
@@ -14569,13 +14569,13 @@

['AllPub', 'NoSewr', 'NoSeWa']
- +

@@ -14588,7 +14588,7 @@

-
+

Lot_Config @@ -14618,14 +14618,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -14635,65 +14635,65 @@

Inside
- +
Corner
- +
CulDSac
- +
FR2
- +
FR3
- +
@@ -14702,13 +14702,13 @@

['Inside', 'Corner', 'CulDSac', 'FR2', 'FR3']
- +

@@ -14721,7 +14721,7 @@

-
+

Land_Slope @@ -14751,14 +14751,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -14768,39 +14768,39 @@

Gtl
- +
Mod
- +
Sev
- +
@@ -14809,13 +14809,13 @@

['Gtl', 'Mod', 'Sev']
- +

@@ -14828,7 +14828,7 @@

-
+

Neighborhood @@ -14858,14 +14858,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -14875,130 +14875,130 @@

North_Ames
- +
College_Creek
- +
Old_Town
- +
Edwards
- +
Somerset
- +
Northridge_Heights
- +
Gilbert
- +
Sawyer
- +
Northwest_Ames
- +
Sawyer_West
- +
@@ -15007,13 +15007,13 @@

['North_Ames', 'College_Creek', 'Old_Town', 'Edwards', 'Somerset', 'Northridge_Heights', 'Gilbert', 'Sawyer', 'Northwest_Ames', 'Sawyer_West']
- +

@@ -15026,7 +15026,7 @@

-
+

Condition_1 @@ -15056,14 +15056,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -15073,117 +15073,117 @@

Norm
- +
Feedr
- +
Artery
- +
RRAn
- +
PosN
- +
RRAe
- +
PosA
- +
RRNn
- +
RRNe
- +
@@ -15192,13 +15192,13 @@

['Norm', 'Feedr', 'Artery', 'RRAn', 'PosN', 'RRAe', 'PosA', 'RRNn', 'RRNe']
- +

@@ -15211,7 +15211,7 @@

-
+

Condition_2 @@ -15241,14 +15241,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -15258,104 +15258,104 @@

Norm
- +
Feedr
- +
Artery
- +
PosA
- +
PosN
- +
RRNn
- +
RRAe
- +
RRAn
- +
@@ -15364,13 +15364,13 @@

['Norm', 'Feedr', 'Artery', 'PosA', 'PosN', 'RRNn', 'RRAe', 'RRAn']
- +

@@ -15383,7 +15383,7 @@

-
+

Bldg_Type @@ -15413,14 +15413,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -15430,65 +15430,65 @@

OneFam
- +
TwnhsE
- +
Duplex
- +
Twnhs
- +
TwoFmCon
- +
@@ -15497,13 +15497,13 @@

['OneFam', 'TwnhsE', 'Duplex', 'Twnhs', 'TwoFmCon']
- +

@@ -15516,7 +15516,7 @@

-
+

House_Style @@ -15546,14 +15546,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -15563,104 +15563,104 @@

One_Story
- +
Two_Story
- +
One_and_Half_Fin
- +
SLvl
- +
SFoyer
- +
Two_and_Half_Unf
- +
One_and_Half_Unf
- +
Two_and_Half_Fin
- +
@@ -15669,13 +15669,13 @@

['One_Story', 'Two_Story', 'One_and_Half_Fin', 'SLvl', 'SFoyer', 'Two_and_Half_Unf', 'One_and_Half_Unf', 'Two_and_Half_Fin']
- +

@@ -15688,7 +15688,7 @@

-
+

Overall_Qual @@ -15718,14 +15718,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -15735,130 +15735,130 @@

Average
- +
Above_Average
- +
Good
- +
Very_Good
- +
Below_Average
- +
Excellent
- +
Fair
- +
Very_Excellent
- +
Poor
- +
Very_Poor
- +
@@ -15867,13 +15867,13 @@

['Average', 'Above_Average', 'Good', 'Very_Good', 'Below_Average', 'Excellent', 'Fair', 'Very_Excellent', 'Poor', 'Very_Poor']
- +

@@ -15886,7 +15886,7 @@

-
+

Overall_Cond @@ -15916,14 +15916,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -15933,117 +15933,117 @@

Average
- +
Above_Average
- +
Good
- +
Very_Good
- +
Below_Average
- +
Fair
- +
Excellent
- +
Poor
- +
Very_Poor
- +
@@ -16052,13 +16052,13 @@

['Average', 'Above_Average', 'Good', 'Very_Good', 'Below_Average', 'Fair', 'Excellent', 'Poor', 'Very_Poor']
- +

@@ -16071,7 +16071,7 @@

-
+

Year_Built @@ -16110,7 +16110,7 @@

- histogram_plot + histogram_plot
@@ -16119,7 +16119,7 @@

-
+

Year_Remod_Add @@ -16158,7 +16158,7 @@

- histogram_plot + histogram_plot
@@ -16167,7 +16167,7 @@

-
+

Roof_Style @@ -16197,14 +16197,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -16214,78 +16214,78 @@

Gable
- +
Hip
- +
Gambrel
- +
Flat
- +
Mansard
- +
Shed
- +
@@ -16294,13 +16294,13 @@

['Gable', 'Hip', 'Gambrel', 'Flat', 'Mansard', 'Shed']
- +

@@ -16313,7 +16313,7 @@

-
+

Roof_Matl @@ -16343,14 +16343,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -16360,104 +16360,104 @@

CompShg
- +
Tar&Grv
- +
WdShake
- +
WdShngl
- +
Membran
- +
ClyTile
- +
Roll
- +
Metal
- +
@@ -16466,13 +16466,13 @@

['CompShg', 'Tar&Grv', 'WdShake', 'WdShngl', 'Membran', 'ClyTile', 'Roll', 'Metal']
- +

@@ -16485,7 +16485,7 @@

-
+

Exterior_1st @@ -16515,14 +16515,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -16532,130 +16532,130 @@

VinylSd
- +
MetalSd
- +
HdBoard
- +
Wd Sdng
- +
Plywood
- +
CemntBd
- +
BrkFace
- +
WdShing
- +
AsbShng
- +
Stucco
- +
@@ -16664,13 +16664,13 @@

['VinylSd', 'MetalSd', 'HdBoard', 'Wd Sdng', 'Plywood', 'CemntBd', 'BrkFace', 'WdShing', 'AsbShng', 'Stucco']
- +

@@ -16683,7 +16683,7 @@

-
+

Exterior_2nd @@ -16713,14 +16713,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -16730,130 +16730,130 @@

VinylSd
- +
MetalSd
- +
HdBoard
- +
Wd Sdng
- +
Plywood
- +
CmentBd
- +
Wd Shng
- +
BrkFace
- +
Stucco
- +
AsbShng
- +
@@ -16862,13 +16862,13 @@

['VinylSd', 'MetalSd', 'HdBoard', 'Wd Sdng', 'Plywood', 'CmentBd', 'Wd Shng', 'BrkFace', 'Stucco', 'AsbShng']
- +

@@ -16881,7 +16881,7 @@

-
+

Mas_Vnr_Type @@ -16911,14 +16911,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -16928,52 +16928,52 @@

BrkFace
- +
Stone
- +
BrkCmn
- +
CBlock
- +
@@ -16982,13 +16982,13 @@

['BrkFace', 'Stone', 'BrkCmn', 'CBlock']
- +

@@ -17001,7 +17001,7 @@

-
+

Mas_Vnr_Area @@ -17040,7 +17040,7 @@

- histogram_plot + histogram_plot
@@ -17049,7 +17049,7 @@

-
+

Exter_Qual @@ -17079,14 +17079,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -17096,52 +17096,52 @@

Typical
- +
Good
- +
Excellent
- +
Fair
- +
@@ -17150,13 +17150,13 @@

['Typical', 'Good', 'Excellent', 'Fair']
- +

@@ -17169,7 +17169,7 @@

-
+

Exter_Cond @@ -17199,14 +17199,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -17216,65 +17216,65 @@

Typical
- +
Good
- +
Fair
- +
Excellent
- +
Poor
- +
@@ -17283,13 +17283,13 @@

['Typical', 'Good', 'Fair', 'Excellent', 'Poor']
- +

@@ -17302,7 +17302,7 @@

-
+

Foundation @@ -17332,14 +17332,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -17349,78 +17349,78 @@

PConc
- +
CBlock
- +
BrkTil
- +
Slab
- +
Stone
- +
Wood
- +
@@ -17429,13 +17429,13 @@

['PConc', 'CBlock', 'BrkTil', 'Slab', 'Stone', 'Wood']
- +

@@ -17448,7 +17448,7 @@

-
+

Bsmt_Qual @@ -17478,14 +17478,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -17495,78 +17495,78 @@

Typical
- +
Good
- +
Excellent
- +
Fair
- +
No_Basement
- +
Poor
- +
@@ -17575,13 +17575,13 @@

['Typical', 'Good', 'Excellent', 'Fair', 'No_Basement', 'Poor']
- +

@@ -17594,7 +17594,7 @@

-
+

Bsmt_Cond @@ -17624,14 +17624,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -17641,78 +17641,78 @@

Typical
- +
Good
- +
Fair
- +
No_Basement
- +
Poor
- +
Excellent
- +
@@ -17721,13 +17721,13 @@

['Typical', 'Good', 'Fair', 'No_Basement', 'Poor', 'Excellent']
- +

@@ -17740,7 +17740,7 @@

-
+

Bsmt_Exposure @@ -17770,14 +17770,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -17787,65 +17787,65 @@

No
- +
Av
- +
Gd
- +
Mn
- +
No_Basement
- +
@@ -17854,13 +17854,13 @@

['No', 'Av', 'Gd', 'Mn', 'No_Basement']
- +

@@ -17873,7 +17873,7 @@

-
+

BsmtFin_Type_1 @@ -17903,14 +17903,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -17920,91 +17920,91 @@

GLQ
- +
Unf
- +
ALQ
- +
Rec
- +
BLQ
- +
LwQ
- +
No_Basement
- +
@@ -18013,13 +18013,13 @@

['GLQ', 'Unf', 'ALQ', 'Rec', 'BLQ', 'LwQ', 'No_Basement']
- +

@@ -18032,7 +18032,7 @@

-
+

BsmtFin_SF_1 @@ -18071,7 +18071,7 @@

- histogram_plot + histogram_plot
@@ -18080,7 +18080,7 @@

-
+

BsmtFin_Type_2 @@ -18110,14 +18110,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -18127,91 +18127,91 @@

Unf
- +
Rec
- +
LwQ
- +
No_Basement
- +
BLQ
- +
ALQ
- +
GLQ
- +
@@ -18220,13 +18220,13 @@

['Unf', 'Rec', 'LwQ', 'No_Basement', 'BLQ', 'ALQ', 'GLQ']
- +

@@ -18239,7 +18239,7 @@

-
+

BsmtFin_SF_2 @@ -18278,7 +18278,7 @@

- histogram_plot + histogram_plot
@@ -18287,7 +18287,7 @@

-
+

Bsmt_Unf_SF @@ -18326,7 +18326,7 @@

- histogram_plot + histogram_plot
@@ -18335,7 +18335,7 @@

-
+

Total_Bsmt_SF @@ -18374,7 +18374,7 @@

- histogram_plot + histogram_plot
@@ -18383,7 +18383,7 @@

-
+

Heating @@ -18413,14 +18413,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -18430,78 +18430,78 @@

GasA
- +
GasW
- +
Grav
- +
Wall
- +
OthW
- +
Floor
- +
@@ -18510,13 +18510,13 @@

['GasA', 'GasW', 'Grav', 'Wall', 'OthW', 'Floor']
- +

@@ -18529,7 +18529,7 @@

-
+

Heating_QC @@ -18559,14 +18559,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -18576,65 +18576,65 @@

Excellent
- +
Typical
- +
Good
- +
Fair
- +
Poor
- +
@@ -18643,13 +18643,13 @@

['Excellent', 'Typical', 'Good', 'Fair', 'Poor']
- +

@@ -18662,7 +18662,7 @@

-
+

Central_Air @@ -18692,14 +18692,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -18709,26 +18709,26 @@

Y
- +
N
- +
@@ -18737,13 +18737,13 @@

['Y', 'N']
- +

@@ -18756,7 +18756,7 @@

-
+

Electrical @@ -18786,14 +18786,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -18803,78 +18803,78 @@

SBrkr
- +
FuseA
- +
FuseF
- +
FuseP
- +
Unknown
- +
Mix
- +
@@ -18883,13 +18883,13 @@

['SBrkr', 'FuseA', 'FuseF', 'FuseP', 'Unknown', 'Mix']
- +

@@ -18902,7 +18902,7 @@

-
+

First_Flr_SF @@ -18941,7 +18941,7 @@

- histogram_plot + histogram_plot
@@ -18950,7 +18950,7 @@

-
+

Second_Flr_SF @@ -18989,7 +18989,7 @@

- histogram_plot + histogram_plot
@@ -18998,7 +18998,7 @@

-
+

Low_Qual_Fin_SF @@ -19037,7 +19037,7 @@

- histogram_plot + histogram_plot
@@ -19046,7 +19046,7 @@

-
+

Gr_Liv_Area @@ -19085,7 +19085,7 @@

- histogram_plot + histogram_plot
@@ -19094,7 +19094,7 @@

-
+

Bsmt_Full_Bath @@ -19133,7 +19133,7 @@

- histogram_plot + histogram_plot
@@ -19142,7 +19142,7 @@

-
+

Bsmt_Half_Bath @@ -19181,7 +19181,7 @@

- histogram_plot + histogram_plot
@@ -19190,7 +19190,7 @@

-
+

Full_Bath @@ -19229,7 +19229,7 @@

- histogram_plot + histogram_plot
@@ -19238,7 +19238,7 @@

-
+

Half_Bath @@ -19277,7 +19277,7 @@

- histogram_plot + histogram_plot
@@ -19286,7 +19286,7 @@

-
+

Bedroom_AbvGr @@ -19325,7 +19325,7 @@

- histogram_plot + histogram_plot
@@ -19334,7 +19334,7 @@

-
+

Kitchen_AbvGr @@ -19373,7 +19373,7 @@

- histogram_plot + histogram_plot
@@ -19382,7 +19382,7 @@

-
+

Kitchen_Qual @@ -19412,14 +19412,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -19429,65 +19429,65 @@

Typical
- +
Good
- +
Excellent
- +
Fair
- +
Poor
- +
@@ -19496,13 +19496,13 @@

['Typical', 'Good', 'Excellent', 'Fair', 'Poor']
- +

@@ -19515,7 +19515,7 @@

-
+

TotRms_AbvGrd @@ -19554,7 +19554,7 @@

- histogram_plot + histogram_plot
@@ -19563,7 +19563,7 @@

-
+

Functional @@ -19593,14 +19593,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -19610,104 +19610,104 @@

Typ
- +
Min2
- +
Min1
- +
Mod
- +
Maj1
- +
Maj2
- +
Sev
- +
Sal
- +
@@ -19716,13 +19716,13 @@

['Typ', 'Min2', 'Min1', 'Mod', 'Maj1', 'Maj2', 'Sev', 'Sal']
- +

@@ -19735,7 +19735,7 @@

-
+

Fireplaces @@ -19774,7 +19774,7 @@

- histogram_plot + histogram_plot
@@ -19783,7 +19783,7 @@

-
+

Fireplace_Qu @@ -19813,14 +19813,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -19830,78 +19830,78 @@

No_Fireplace
- +
Good
- +
Typical
- +
Fair
- +
Poor
- +
Excellent
- +
@@ -19910,13 +19910,13 @@

['No_Fireplace', 'Good', 'Typical', 'Fair', 'Poor', 'Excellent']
- +

@@ -19929,7 +19929,7 @@

-
+

Garage_Type @@ -19959,14 +19959,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -19976,91 +19976,91 @@

Attchd
- +
Detchd
- +
BuiltIn
- +
No_Garage
- +
Basment
- +
More_Than_Two_Types
- +
CarPort
- +
@@ -20069,13 +20069,13 @@

['Attchd', 'Detchd', 'BuiltIn', 'No_Garage', 'Basment', 'More_Than_Two_Types', 'CarPort']
- +

@@ -20088,7 +20088,7 @@

-
+

Garage_Finish @@ -20118,14 +20118,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -20135,52 +20135,52 @@

Unf
- +
RFn
- +
Fin
- +
No_Garage
- +
@@ -20189,13 +20189,13 @@

['Unf', 'RFn', 'Fin', 'No_Garage']
- +

@@ -20208,7 +20208,7 @@

-
+

Garage_Cars @@ -20247,7 +20247,7 @@

- histogram_plot + histogram_plot
@@ -20256,7 +20256,7 @@

-
+

Garage_Area @@ -20295,7 +20295,7 @@

- histogram_plot + histogram_plot
@@ -20304,7 +20304,7 @@

-
+

Garage_Qual @@ -20334,14 +20334,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -20351,78 +20351,78 @@

Typical
- +
No_Garage
- +
Fair
- +
Good
- +
Poor
- +
Excellent
- +
@@ -20431,13 +20431,13 @@

['Typical', 'No_Garage', 'Fair', 'Good', 'Poor', 'Excellent']
- +

@@ -20450,7 +20450,7 @@

-
+

Garage_Cond @@ -20480,14 +20480,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -20497,78 +20497,78 @@

Typical
- +
No_Garage
- +
Fair
- +
Good
- +
Poor
- +
Excellent
- +
@@ -20577,13 +20577,13 @@

['Typical', 'No_Garage', 'Fair', 'Good', 'Poor', 'Excellent']
- +

@@ -20596,7 +20596,7 @@

-
+

Paved_Drive @@ -20626,14 +20626,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -20643,39 +20643,39 @@

Paved
- +
Dirt_Gravel
- +
Partial_Pavement
- +
@@ -20684,13 +20684,13 @@

['Paved', 'Dirt_Gravel', 'Partial_Pavement']
- +

@@ -20703,7 +20703,7 @@

-
+

Wood_Deck_SF @@ -20742,7 +20742,7 @@

- histogram_plot + histogram_plot
@@ -20751,7 +20751,7 @@

-
+

Open_Porch_SF @@ -20790,7 +20790,7 @@

- histogram_plot + histogram_plot
@@ -20799,7 +20799,7 @@

-
+

Enclosed_Porch @@ -20838,7 +20838,7 @@

- histogram_plot + histogram_plot
@@ -20847,7 +20847,7 @@

-
+

Three_season_porch @@ -20886,7 +20886,7 @@

- histogram_plot + histogram_plot
@@ -20895,7 +20895,7 @@

-
+

Screen_Porch @@ -20934,7 +20934,7 @@

- histogram_plot + histogram_plot
@@ -20943,7 +20943,7 @@

-
+

Pool_Area @@ -20982,7 +20982,7 @@

- histogram_plot + histogram_plot
@@ -20991,7 +20991,7 @@

-
+

Pool_QC @@ -21021,14 +21021,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -21038,65 +21038,65 @@

No_Pool
- +
Excellent
- +
Good
- +
Typical
- +
Fair
- +
@@ -21105,13 +21105,13 @@

['No_Pool', 'Excellent', 'Good', 'Typical', 'Fair']
- +

@@ -21124,7 +21124,7 @@

-
+

Fence @@ -21154,14 +21154,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -21171,65 +21171,65 @@

No_Fence
- +
Minimum_Privacy
- +
Good_Privacy
- +
Good_Wood
- +
Minimum_Wood_Wire
- +
@@ -21238,13 +21238,13 @@

['No_Fence', 'Minimum_Privacy', 'Good_Privacy', 'Good_Wood', 'Minimum_Wood_Wire']
- +

@@ -21257,7 +21257,7 @@

-
+

Misc_Feature @@ -21287,14 +21287,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -21304,65 +21304,65 @@

Shed
- +
Gar2
- +
Othr
- +
Elev
- +
TenC
- +
@@ -21371,13 +21371,13 @@

['Shed', 'Gar2', 'Othr', 'Elev', 'TenC']
- +

@@ -21390,7 +21390,7 @@

-
+

Misc_Val @@ -21429,7 +21429,7 @@

- histogram_plot + histogram_plot
@@ -21438,7 +21438,7 @@

-
+

Mo_Sold @@ -21477,7 +21477,7 @@

- histogram_plot + histogram_plot
@@ -21486,7 +21486,7 @@

-
+

Year_Sold @@ -21525,7 +21525,7 @@

- histogram_plot + histogram_plot
@@ -21534,7 +21534,7 @@

-
+

Sale_Type @@ -21564,14 +21564,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -21581,130 +21581,130 @@

WD 
- +
New
- +
COD
- +
ConLD
- +
CWD
- +
ConLI
- +
ConLw
- +
Oth
- +
Con
- +
VWD
- +
@@ -21713,13 +21713,13 @@

['WD ', 'New', 'COD', 'ConLD', 'CWD', 'ConLI', 'ConLw', 'Oth', 'Con', 'VWD']
- +

@@ -21732,7 +21732,7 @@

-
+

Sale_Condition @@ -21762,14 +21762,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -21779,78 +21779,78 @@

Normal
- +
Partial
- +
Abnorml
- +
Family
- +
Alloca
- +
AdjLand
- +
@@ -21859,13 +21859,13 @@

['Normal', 'Partial', 'Abnorml', 'Family', 'Alloca', 'AdjLand']
- +

@@ -21878,7 +21878,7 @@

-
+

Sale_Price @@ -21917,7 +21917,7 @@

- histogram_plot + histogram_plot
@@ -21926,7 +21926,7 @@

-
+

Longitude @@ -21965,7 +21965,7 @@

- histogram_plot + histogram_plot
@@ -21974,7 +21974,7 @@

-
+

Latitude @@ -22013,7 +22013,7 @@

- histogram_plot + histogram_plot
@@ -22034,7 +22034,7 @@

-
+
@@ -22042,25 +22042,25 @@

-

-        
+        

+        
         
- - + +
-
+

MS_SubClass

- + ObjectDType
@@ -22086,14 +22086,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -22103,130 +22103,130 @@

One_Story_1946_and_Newer_All_Styles
- +
Two_Story_1946_and_Newer
- +
One_and_Half_Story_Finished_All_Ages
- +
One_Story_PUD_1946_and_Newer
- +
One_Story_1945_and_Older
- +
Two_Story_PUD_1946_and_Newer
- +
Two_Story_1945_and_Older
- +
Split_or_Multilevel
- +
Duplex_All_Styles_and_Ages
- +
Two_Family_conversion_All_Styles_and_Ages
- +
@@ -22235,13 +22235,13 @@

['One_Story_1946_and_Newer_All_Styles', 'Two_Story_1946_and_Newer', 'One_and_Half_Story_Finished_All_Ages', 'One_Story_PUD_1946_and_Newer', 'One_Story_1945_and_Older', 'Two_Story_PUD_1946_and_Newer', 'Two_Story_1945_and_Older', 'Split_or_Multilevel', 'Duplex_All_Styles_and_Ages', 'Two_Family_conversion_All_Styles_and_Ages']
- +

@@ -22254,13 +22254,13 @@

-
+

MS_Zoning

- + ObjectDType
@@ -22286,14 +22286,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -22303,91 +22303,91 @@

Residential_Low_Density
- +
Residential_Medium_Density
- +
Floating_Village_Residential
- +
Residential_High_Density
- +
C_all
- +
I_all
- +
A_agr
- +
@@ -22396,13 +22396,13 @@

['Residential_Low_Density', 'Residential_Medium_Density', 'Floating_Village_Residential', 'Residential_High_Density', 'C_all', 'I_all', 'A_agr']
- +

@@ -22415,13 +22415,13 @@

-
+

Lot_Frontage

- + Int64DType
@@ -22456,7 +22456,7 @@

- histogram_plot + histogram_plot
@@ -22465,13 +22465,13 @@

-
+

Lot_Area

- + Int64DType
@@ -22506,7 +22506,7 @@

- histogram_plot + histogram_plot
@@ -22515,13 +22515,13 @@

-
+

Street

- + ObjectDType
@@ -22547,14 +22547,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -22564,26 +22564,26 @@

Pave
- +
Grvl
- +
@@ -22592,13 +22592,13 @@

['Pave', 'Grvl']
- +

@@ -22611,13 +22611,13 @@

-
+

Alley

- + ObjectDType
@@ -22643,14 +22643,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -22660,39 +22660,39 @@

No_Alley_Access
- +
Gravel
- +
Paved
- +
@@ -22701,13 +22701,13 @@

['No_Alley_Access', 'Gravel', 'Paved']
- +

@@ -22720,13 +22720,13 @@

-
+

Lot_Shape

- + ObjectDType
@@ -22752,14 +22752,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -22769,52 +22769,52 @@

Regular
- +
Slightly_Irregular
- +
Moderately_Irregular
- +
Irregular
- +
@@ -22823,13 +22823,13 @@

['Regular', 'Slightly_Irregular', 'Moderately_Irregular', 'Irregular']
- +

@@ -22842,13 +22842,13 @@

-
+

Land_Contour

- + ObjectDType
@@ -22874,14 +22874,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -22891,52 +22891,52 @@

Lvl
- +
HLS
- +
Bnk
- +
Low
- +
@@ -22945,13 +22945,13 @@

['Lvl', 'HLS', 'Bnk', 'Low']
- +

@@ -22964,13 +22964,13 @@

-
+

Utilities

- + ObjectDType
@@ -22996,14 +22996,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -23013,39 +23013,39 @@

AllPub
- +
NoSewr
- +
NoSeWa
- +
@@ -23054,13 +23054,13 @@

['AllPub', 'NoSewr', 'NoSeWa']
- +

@@ -23073,13 +23073,13 @@

-
+

Lot_Config

- + ObjectDType
@@ -23105,14 +23105,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -23122,65 +23122,65 @@

Inside
- +
Corner
- +
CulDSac
- +
FR2
- +
FR3
- +
@@ -23189,13 +23189,13 @@

['Inside', 'Corner', 'CulDSac', 'FR2', 'FR3']
- +

@@ -23208,13 +23208,13 @@

-
+

Land_Slope

- + ObjectDType
@@ -23240,14 +23240,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -23257,39 +23257,39 @@

Gtl
- +
Mod
- +
Sev
- +
@@ -23298,13 +23298,13 @@

['Gtl', 'Mod', 'Sev']
- +

@@ -23317,13 +23317,13 @@

-
+

Neighborhood

- + ObjectDType
@@ -23349,14 +23349,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -23366,130 +23366,130 @@

North_Ames
- +
College_Creek
- +
Old_Town
- +
Edwards
- +
Somerset
- +
Northridge_Heights
- +
Gilbert
- +
Sawyer
- +
Northwest_Ames
- +
Sawyer_West
- +
@@ -23498,13 +23498,13 @@

['North_Ames', 'College_Creek', 'Old_Town', 'Edwards', 'Somerset', 'Northridge_Heights', 'Gilbert', 'Sawyer', 'Northwest_Ames', 'Sawyer_West']
- +

@@ -23517,13 +23517,13 @@

-
+

Condition_1

- + ObjectDType
@@ -23549,14 +23549,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -23566,117 +23566,117 @@

Norm
- +
Feedr
- +
Artery
- +
RRAn
- +
PosN
- +
RRAe
- +
PosA
- +
RRNn
- +
RRNe
- +
@@ -23685,13 +23685,13 @@

['Norm', 'Feedr', 'Artery', 'RRAn', 'PosN', 'RRAe', 'PosA', 'RRNn', 'RRNe']
- +

@@ -23704,13 +23704,13 @@

-
+

Condition_2

- + ObjectDType
@@ -23736,14 +23736,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -23753,104 +23753,104 @@

Norm
- +
Feedr
- +
Artery
- +
PosA
- +
PosN
- +
RRNn
- +
RRAe
- +
RRAn
- +
@@ -23859,13 +23859,13 @@

['Norm', 'Feedr', 'Artery', 'PosA', 'PosN', 'RRNn', 'RRAe', 'RRAn']
- +

@@ -23878,13 +23878,13 @@

-
+

Bldg_Type

- + ObjectDType
@@ -23910,14 +23910,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -23927,65 +23927,65 @@

OneFam
- +
TwnhsE
- +
Duplex
- +
Twnhs
- +
TwoFmCon
- +
@@ -23994,13 +23994,13 @@

['OneFam', 'TwnhsE', 'Duplex', 'Twnhs', 'TwoFmCon']
- +

@@ -24013,13 +24013,13 @@

-
+

House_Style

- + ObjectDType
@@ -24045,14 +24045,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -24062,104 +24062,104 @@

One_Story
- +
Two_Story
- +
One_and_Half_Fin
- +
SLvl
- +
SFoyer
- +
Two_and_Half_Unf
- +
One_and_Half_Unf
- +
Two_and_Half_Fin
- +
@@ -24168,13 +24168,13 @@

['One_Story', 'Two_Story', 'One_and_Half_Fin', 'SLvl', 'SFoyer', 'Two_and_Half_Unf', 'One_and_Half_Unf', 'Two_and_Half_Fin']
- +

@@ -24187,13 +24187,13 @@

-
+

Overall_Qual

- + ObjectDType
@@ -24219,14 +24219,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -24236,130 +24236,130 @@

Average
- +
Above_Average
- +
Good
- +
Very_Good
- +
Below_Average
- +
Excellent
- +
Fair
- +
Very_Excellent
- +
Poor
- +
Very_Poor
- +
@@ -24368,13 +24368,13 @@

['Average', 'Above_Average', 'Good', 'Very_Good', 'Below_Average', 'Excellent', 'Fair', 'Very_Excellent', 'Poor', 'Very_Poor']
- +

@@ -24387,13 +24387,13 @@

-
+

Overall_Cond

- + ObjectDType
@@ -24419,14 +24419,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -24436,117 +24436,117 @@

Average
- +
Above_Average
- +
Good
- +
Very_Good
- +
Below_Average
- +
Fair
- +
Excellent
- +
Poor
- +
Very_Poor
- +
@@ -24555,13 +24555,13 @@

['Average', 'Above_Average', 'Good', 'Very_Good', 'Below_Average', 'Fair', 'Excellent', 'Poor', 'Very_Poor']
- +

@@ -24574,13 +24574,13 @@

-
+

Year_Built

- + Int64DType
@@ -24615,7 +24615,7 @@

- histogram_plot + histogram_plot
@@ -24624,13 +24624,13 @@

-
+

Year_Remod_Add

- + Int64DType
@@ -24665,7 +24665,7 @@

- histogram_plot + histogram_plot
@@ -24674,13 +24674,13 @@

-
+

Roof_Style

- + ObjectDType
@@ -24706,14 +24706,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -24723,78 +24723,78 @@

Gable
- +
Hip
- +
Gambrel
- +
Flat
- +
Mansard
- +
Shed
- +
@@ -24803,13 +24803,13 @@

['Gable', 'Hip', 'Gambrel', 'Flat', 'Mansard', 'Shed']
- +

@@ -24822,13 +24822,13 @@

-
+

Roof_Matl

- + ObjectDType
@@ -24854,14 +24854,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -24871,104 +24871,104 @@

CompShg
- +
Tar&Grv
- +
WdShake
- +
WdShngl
- +
Membran
- +
ClyTile
- +
Roll
- +
Metal
- +
@@ -24977,13 +24977,13 @@

['CompShg', 'Tar&Grv', 'WdShake', 'WdShngl', 'Membran', 'ClyTile', 'Roll', 'Metal']
- +

@@ -24996,13 +24996,13 @@

-
+

Exterior_1st

- + ObjectDType
@@ -25028,14 +25028,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -25045,130 +25045,130 @@

VinylSd
- +
MetalSd
- +
HdBoard
- +
Wd Sdng
- +
Plywood
- +
CemntBd
- +
BrkFace
- +
WdShing
- +
AsbShng
- +
Stucco
- +
@@ -25177,13 +25177,13 @@

['VinylSd', 'MetalSd', 'HdBoard', 'Wd Sdng', 'Plywood', 'CemntBd', 'BrkFace', 'WdShing', 'AsbShng', 'Stucco']
- +

@@ -25196,13 +25196,13 @@

-
+

Exterior_2nd

- + ObjectDType
@@ -25228,14 +25228,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -25245,130 +25245,130 @@

VinylSd
- +
MetalSd
- +
HdBoard
- +
Wd Sdng
- +
Plywood
- +
CmentBd
- +
Wd Shng
- +
BrkFace
- +
Stucco
- +
AsbShng
- +
@@ -25377,13 +25377,13 @@

['VinylSd', 'MetalSd', 'HdBoard', 'Wd Sdng', 'Plywood', 'CmentBd', 'Wd Shng', 'BrkFace', 'Stucco', 'AsbShng']
- +

@@ -25396,13 +25396,13 @@

-
+

Mas_Vnr_Type

- + ObjectDType
@@ -25428,14 +25428,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -25445,52 +25445,52 @@

BrkFace
- +
Stone
- +
BrkCmn
- +
CBlock
- +
@@ -25499,13 +25499,13 @@

['BrkFace', 'Stone', 'BrkCmn', 'CBlock']
- +

@@ -25518,13 +25518,13 @@

-
+

Mas_Vnr_Area

- + Int64DType
@@ -25559,7 +25559,7 @@

- histogram_plot + histogram_plot
@@ -25568,13 +25568,13 @@

-
+

Exter_Qual

- + ObjectDType
@@ -25600,14 +25600,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -25617,52 +25617,52 @@

Typical
- +
Good
- +
Excellent
- +
Fair
- +
@@ -25671,13 +25671,13 @@

['Typical', 'Good', 'Excellent', 'Fair']
- +

@@ -25690,13 +25690,13 @@

-
+

Exter_Cond

- + ObjectDType
@@ -25722,14 +25722,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -25739,65 +25739,65 @@

Typical
- +
Good
- +
Fair
- +
Excellent
- +
Poor
- +
@@ -25806,13 +25806,13 @@

['Typical', 'Good', 'Fair', 'Excellent', 'Poor']
- +

@@ -25825,13 +25825,13 @@

-
+

Foundation

- + ObjectDType
@@ -25857,14 +25857,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -25874,78 +25874,78 @@

PConc
- +
CBlock
- +
BrkTil
- +
Slab
- +
Stone
- +
Wood
- +
@@ -25954,13 +25954,13 @@

['PConc', 'CBlock', 'BrkTil', 'Slab', 'Stone', 'Wood']
- +

@@ -25973,13 +25973,13 @@

-
+

Bsmt_Qual

- + ObjectDType
@@ -26005,14 +26005,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -26022,78 +26022,78 @@

Typical
- +
Good
- +
Excellent
- +
Fair
- +
No_Basement
- +
Poor
- +
@@ -26102,13 +26102,13 @@

['Typical', 'Good', 'Excellent', 'Fair', 'No_Basement', 'Poor']
- +

@@ -26121,13 +26121,13 @@

-
+

Bsmt_Cond

- + ObjectDType
@@ -26153,14 +26153,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -26170,78 +26170,78 @@

Typical
- +
Good
- +
Fair
- +
No_Basement
- +
Poor
- +
Excellent
- +
@@ -26250,13 +26250,13 @@

['Typical', 'Good', 'Fair', 'No_Basement', 'Poor', 'Excellent']
- +

@@ -26269,13 +26269,13 @@

-
+

Bsmt_Exposure

- + ObjectDType
@@ -26301,14 +26301,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -26318,65 +26318,65 @@

No
- +
Av
- +
Gd
- +
Mn
- +
No_Basement
- +
@@ -26385,13 +26385,13 @@

['No', 'Av', 'Gd', 'Mn', 'No_Basement']
- +

@@ -26404,13 +26404,13 @@

-
+

BsmtFin_Type_1

- + ObjectDType
@@ -26436,14 +26436,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -26453,91 +26453,91 @@

GLQ
- +
Unf
- +
ALQ
- +
Rec
- +
BLQ
- +
LwQ
- +
No_Basement
- +
@@ -26546,13 +26546,13 @@

['GLQ', 'Unf', 'ALQ', 'Rec', 'BLQ', 'LwQ', 'No_Basement']
- +

@@ -26565,13 +26565,13 @@

-
+

BsmtFin_SF_1

- + Int64DType
@@ -26606,7 +26606,7 @@

- histogram_plot + histogram_plot
@@ -26615,13 +26615,13 @@

-
+

BsmtFin_Type_2

- + ObjectDType
@@ -26647,14 +26647,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -26664,91 +26664,91 @@

Unf
- +
Rec
- +
LwQ
- +
No_Basement
- +
BLQ
- +
ALQ
- +
GLQ
- +
@@ -26757,13 +26757,13 @@

['Unf', 'Rec', 'LwQ', 'No_Basement', 'BLQ', 'ALQ', 'GLQ']
- +

@@ -26776,13 +26776,13 @@

-
+

BsmtFin_SF_2

- + Int64DType
@@ -26817,7 +26817,7 @@

- histogram_plot + histogram_plot
@@ -26826,13 +26826,13 @@

-
+

Bsmt_Unf_SF

- + Int64DType
@@ -26867,7 +26867,7 @@

- histogram_plot + histogram_plot
@@ -26876,13 +26876,13 @@

-
+

Total_Bsmt_SF

- + Int64DType
@@ -26917,7 +26917,7 @@

- histogram_plot + histogram_plot
@@ -26926,13 +26926,13 @@

-
+

Heating

- + ObjectDType
@@ -26958,14 +26958,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -26975,78 +26975,78 @@

GasA
- +
GasW
- +
Grav
- +
Wall
- +
OthW
- +
Floor
- +
@@ -27055,13 +27055,13 @@

['GasA', 'GasW', 'Grav', 'Wall', 'OthW', 'Floor']
- +

@@ -27074,13 +27074,13 @@

-
+

Heating_QC

- + ObjectDType
@@ -27106,14 +27106,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -27123,65 +27123,65 @@

Excellent
- +
Typical
- +
Good
- +
Fair
- +
Poor
- +
@@ -27190,13 +27190,13 @@

['Excellent', 'Typical', 'Good', 'Fair', 'Poor']
- +

@@ -27209,13 +27209,13 @@

-
+

Central_Air

- + ObjectDType
@@ -27241,14 +27241,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -27258,26 +27258,26 @@

Y
- +
N
- +
@@ -27286,13 +27286,13 @@

['Y', 'N']
- +

@@ -27305,13 +27305,13 @@

-
+

Electrical

- + ObjectDType
@@ -27337,14 +27337,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -27354,78 +27354,78 @@

SBrkr
- +
FuseA
- +
FuseF
- +
FuseP
- +
Unknown
- +
Mix
- +
@@ -27434,13 +27434,13 @@

['SBrkr', 'FuseA', 'FuseF', 'FuseP', 'Unknown', 'Mix']
- +

@@ -27453,13 +27453,13 @@

-
+

First_Flr_SF

- + Int64DType
@@ -27494,7 +27494,7 @@

- histogram_plot + histogram_plot
@@ -27503,13 +27503,13 @@

-
+

Second_Flr_SF

- + Int64DType
@@ -27544,7 +27544,7 @@

- histogram_plot + histogram_plot
@@ -27553,13 +27553,13 @@

-
+

Low_Qual_Fin_SF

- + Int64DType
@@ -27594,7 +27594,7 @@

- histogram_plot + histogram_plot
@@ -27603,13 +27603,13 @@

-
+

Gr_Liv_Area

- + Int64DType
@@ -27644,7 +27644,7 @@

- histogram_plot + histogram_plot
@@ -27653,13 +27653,13 @@

-
+

Bsmt_Full_Bath

- + Int64DType
@@ -27694,7 +27694,7 @@

- histogram_plot + histogram_plot
@@ -27703,13 +27703,13 @@

-
+

Bsmt_Half_Bath

- + Int64DType
@@ -27744,7 +27744,7 @@

- histogram_plot + histogram_plot
@@ -27753,13 +27753,13 @@

-
+

Full_Bath

- + Int64DType
@@ -27794,7 +27794,7 @@

- histogram_plot + histogram_plot
@@ -27803,13 +27803,13 @@

-
+

Half_Bath

- + Int64DType
@@ -27844,7 +27844,7 @@

- histogram_plot + histogram_plot
@@ -27853,13 +27853,13 @@

-
+

Bedroom_AbvGr

- + Int64DType
@@ -27894,7 +27894,7 @@

- histogram_plot + histogram_plot
@@ -27903,13 +27903,13 @@

-
+

Kitchen_AbvGr

- + Int64DType
@@ -27944,7 +27944,7 @@

- histogram_plot + histogram_plot
@@ -27953,13 +27953,13 @@

-
+

Kitchen_Qual

- + ObjectDType
@@ -27985,14 +27985,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -28002,65 +28002,65 @@

Typical
- +
Good
- +
Excellent
- +
Fair
- +
Poor
- +
@@ -28069,13 +28069,13 @@

['Typical', 'Good', 'Excellent', 'Fair', 'Poor']
- +

@@ -28088,13 +28088,13 @@

-
+

TotRms_AbvGrd

- + Int64DType
@@ -28129,7 +28129,7 @@

- histogram_plot + histogram_plot
@@ -28138,13 +28138,13 @@

-
+

Functional

- + ObjectDType
@@ -28170,14 +28170,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -28187,104 +28187,104 @@

Typ
- +
Min2
- +
Min1
- +
Mod
- +
Maj1
- +
Maj2
- +
Sev
- +
Sal
- +
@@ -28293,13 +28293,13 @@

['Typ', 'Min2', 'Min1', 'Mod', 'Maj1', 'Maj2', 'Sev', 'Sal']
- +

@@ -28312,13 +28312,13 @@

-
+

Fireplaces

- + Int64DType
@@ -28353,7 +28353,7 @@

- histogram_plot + histogram_plot
@@ -28362,13 +28362,13 @@

-
+

Fireplace_Qu

- + ObjectDType
@@ -28394,14 +28394,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -28411,78 +28411,78 @@

No_Fireplace
- +
Good
- +
Typical
- +
Fair
- +
Poor
- +
Excellent
- +
@@ -28491,13 +28491,13 @@

['No_Fireplace', 'Good', 'Typical', 'Fair', 'Poor', 'Excellent']
- +

@@ -28510,13 +28510,13 @@

-
+

Garage_Type

- + ObjectDType
@@ -28542,14 +28542,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -28559,91 +28559,91 @@

Attchd
- +
Detchd
- +
BuiltIn
- +
No_Garage
- +
Basment
- +
More_Than_Two_Types
- +
CarPort
- +
@@ -28652,13 +28652,13 @@

['Attchd', 'Detchd', 'BuiltIn', 'No_Garage', 'Basment', 'More_Than_Two_Types', 'CarPort']
- +

@@ -28671,13 +28671,13 @@

-
+

Garage_Finish

- + ObjectDType
@@ -28703,14 +28703,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -28720,52 +28720,52 @@

Unf
- +
RFn
- +
Fin
- +
No_Garage
- +
@@ -28774,13 +28774,13 @@

['Unf', 'RFn', 'Fin', 'No_Garage']
- +

@@ -28793,13 +28793,13 @@

-
+

Garage_Cars

- + Int64DType
@@ -28834,7 +28834,7 @@

- histogram_plot + histogram_plot
@@ -28843,13 +28843,13 @@

-
+

Garage_Area

- + Int64DType
@@ -28884,7 +28884,7 @@

- histogram_plot + histogram_plot
@@ -28893,13 +28893,13 @@

-
+

Garage_Qual

- + ObjectDType
@@ -28925,14 +28925,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -28942,78 +28942,78 @@

Typical
- +
No_Garage
- +
Fair
- +
Good
- +
Poor
- +
Excellent
- +
@@ -29022,13 +29022,13 @@

['Typical', 'No_Garage', 'Fair', 'Good', 'Poor', 'Excellent']
- +

@@ -29041,13 +29041,13 @@

-
+

Garage_Cond

- + ObjectDType
@@ -29073,14 +29073,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -29090,78 +29090,78 @@

Typical
- +
No_Garage
- +
Fair
- +
Good
- +
Poor
- +
Excellent
- +
@@ -29170,13 +29170,13 @@

['Typical', 'No_Garage', 'Fair', 'Good', 'Poor', 'Excellent']
- +

@@ -29189,13 +29189,13 @@

-
+

Paved_Drive

- + ObjectDType
@@ -29221,14 +29221,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -29238,39 +29238,39 @@

Paved
- +
Dirt_Gravel
- +
Partial_Pavement
- +
@@ -29279,13 +29279,13 @@

['Paved', 'Dirt_Gravel', 'Partial_Pavement']
- +

@@ -29298,13 +29298,13 @@

-
+

Wood_Deck_SF

- + Int64DType
@@ -29339,7 +29339,7 @@

- histogram_plot + histogram_plot
@@ -29348,13 +29348,13 @@

-
+

Open_Porch_SF

- + Int64DType
@@ -29389,7 +29389,7 @@

- histogram_plot + histogram_plot
@@ -29398,13 +29398,13 @@

-
+

Enclosed_Porch

- + Int64DType
@@ -29439,7 +29439,7 @@

- histogram_plot + histogram_plot
@@ -29448,13 +29448,13 @@

-
+

Three_season_porch

- + Int64DType
@@ -29489,7 +29489,7 @@

- histogram_plot + histogram_plot
@@ -29498,13 +29498,13 @@

-
+

Screen_Porch

- + Int64DType
@@ -29539,7 +29539,7 @@

- histogram_plot + histogram_plot
@@ -29548,13 +29548,13 @@

-
+

Pool_Area

- + Int64DType
@@ -29589,7 +29589,7 @@

- histogram_plot + histogram_plot
@@ -29598,13 +29598,13 @@

-
+

Pool_QC

- + ObjectDType
@@ -29630,14 +29630,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -29647,65 +29647,65 @@

No_Pool
- +
Excellent
- +
Good
- +
Typical
- +
Fair
- +
@@ -29714,13 +29714,13 @@

['No_Pool', 'Excellent', 'Good', 'Typical', 'Fair']
- +

@@ -29733,13 +29733,13 @@

-
+

Fence

- + ObjectDType
@@ -29765,14 +29765,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -29782,65 +29782,65 @@

No_Fence
- +
Minimum_Privacy
- +
Good_Privacy
- +
Good_Wood
- +
Minimum_Wood_Wire
- +
@@ -29849,13 +29849,13 @@

['No_Fence', 'Minimum_Privacy', 'Good_Privacy', 'Good_Wood', 'Minimum_Wood_Wire']
- +

@@ -29868,13 +29868,13 @@

-
+

Misc_Feature

- + ObjectDType
@@ -29900,14 +29900,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -29917,65 +29917,65 @@

Shed
- +
Gar2
- +
Othr
- +
Elev
- +
TenC
- +
@@ -29984,13 +29984,13 @@

['Shed', 'Gar2', 'Othr', 'Elev', 'TenC']
- +

@@ -30003,13 +30003,13 @@

-
+

Misc_Val

- + Int64DType
@@ -30044,7 +30044,7 @@

- histogram_plot + histogram_plot
@@ -30053,13 +30053,13 @@

-
+

Mo_Sold

- + Int64DType
@@ -30094,7 +30094,7 @@

- histogram_plot + histogram_plot
@@ -30103,13 +30103,13 @@

-
+

Year_Sold

- + Int64DType
@@ -30144,7 +30144,7 @@

- histogram_plot + histogram_plot
@@ -30153,13 +30153,13 @@

-
+

Sale_Type

- + ObjectDType
@@ -30185,14 +30185,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -30202,130 +30202,130 @@

WD 
- +
New
- +
COD
- +
ConLD
- +
CWD
- +
ConLI
- +
ConLw
- +
Oth
- +
Con
- +
VWD
- +
@@ -30334,13 +30334,13 @@

['WD ', 'New', 'COD', 'ConLD', 'CWD', 'ConLI', 'ConLw', 'Oth', 'Con', 'VWD']
- +

@@ -30353,13 +30353,13 @@

-
+

Sale_Condition

- + ObjectDType
@@ -30385,14 +30385,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -30402,78 +30402,78 @@

Normal
- +
Partial
- +
Abnorml
- +
Family
- +
Alloca
- +
AdjLand
- +
@@ -30482,13 +30482,13 @@

['Normal', 'Partial', 'Abnorml', 'Family', 'Alloca', 'AdjLand']
- +

@@ -30501,13 +30501,13 @@

-
+

Sale_Price

- + Int64DType
@@ -30542,7 +30542,7 @@

- histogram_plot + histogram_plot
@@ -30551,13 +30551,13 @@

-
+

Longitude

- + Float64DType
@@ -30592,7 +30592,7 @@

- histogram_plot + histogram_plot
@@ -30601,13 +30601,13 @@

-
+

Latitude

- + Float64DType
@@ -30642,7 +30642,7 @@

- histogram_plot + histogram_plot
@@ -30662,7 +30662,7 @@

-
+
@@ -30871,9 +30871,9 @@

@@ -30881,7 +30881,7 @@

- Report generated in 6.05 seconds by + Report generated in 6.09 seconds by skrubview.

Back to homepage diff --git a/reports/drug_directory.html b/reports/drug_directory.html index 607c500..d3656e8 100644 --- a/reports/drug_directory.html +++ b/reports/drug_directory.html @@ -51,120 +51,120 @@ --skrubview-lightg: #f0f0f0; } -#report_955b194f button { +#report_020c13da button { cursor: pointer; } -#report_955b194f.skrubview-report summary > * { +#report_020c13da.skrubview-report summary > * { display: inline; } -#report_955b194f.skrubview-report p { +#report_020c13da.skrubview-report p { margin-block-start: var(--skrubview-tiny); margin-block-end: var(--skrubview-tiny); } -#report_955b194f.skrubview-report code { +#report_020c13da.skrubview-report code { overflow-wrap: anywhere; } -#report_955b194f.skrubview-report pre { +#report_020c13da.skrubview-report pre { margin: 0; } -#report_955b194f.skrubview-report .skrubview-margin-r-s { +#report_020c13da.skrubview-report .skrubview-margin-r-s { margin-inline-end: var(--skrubview-small); } -#report_955b194f.skrubview-report .skrubview-margin-r-t { +#report_020c13da.skrubview-report .skrubview-margin-r-t { margin-inline-end: var(--skrubview-tiny); } -#report_955b194f.skrubview-report .skrubview-margin-v-t { +#report_020c13da.skrubview-report .skrubview-margin-v-t { margin-block-start: var(--skrubview-tiny); margin-block-end: var(--skrubview-tiny); } -#report_955b194f.skrubview-report :is(td, th) { +#report_020c13da.skrubview-report :is(td, th) { padding: var(--skrubview-tiny); } -#report_955b194f.skrubview-report dl { +#report_020c13da.skrubview-report dl { display: grid; grid-template-columns: max-content auto; column-gap: var(--skrubview-tiny); margin: 0; } -#report_955b194f.skrubview-report dt { +#report_020c13da.skrubview-report dt { grid-column-start: 1; font-weight: bold; justify-self: end; } -#report_955b194f.skrubview-report dt::after { +#report_020c13da.skrubview-report dt::after { content: ":"; } -#report_955b194f.skrubview-report dd { +#report_020c13da.skrubview-report dd { grid-column-start: 2; justify-self: start; margin: 0; } -#report_955b194f.skrubview-report table caption { +#report_020c13da.skrubview-report table caption { padding: 0; font: inherit; } -#report_955b194f.skrubview-report :is(td, th) { +#report_020c13da.skrubview-report :is(td, th) { white-space: nowrap; } -#report_955b194f.skrubview-report .skrubview-horizontal-scroll { +#report_020c13da.skrubview-report .skrubview-horizontal-scroll { overflow-x: auto; } -#report_955b194f.skrubview-report .skrubview-select-all { +#report_020c13da.skrubview-report .skrubview-select-all { user-select: all; } -#report_955b194f.skrubview-report .skrubview-select-none { +#report_020c13da.skrubview-report .skrubview-select-none { user-select: none; } -#report_955b194f.skrubview-report .skrubview-wrapper { +#report_020c13da.skrubview-report .skrubview-wrapper { padding-inline-start: var(--skrubview-small); padding-inline-end: var(--skrubview-small); padding-block-end: var(--skrubview-tiny); } -#report_955b194f.skrubview-report .skrubview-wrapper-vert { +#report_020c13da.skrubview-report .skrubview-wrapper-vert { padding-block-end: var(--skrubview-tiny); } -#report_955b194f.skrubview-report .skrubview-wrapper-vert-l { +#report_020c13da.skrubview-report .skrubview-wrapper-vert-l { padding-block-start: var(--skrubview-large); padding-block-end: var(--skrubview-huge); } -#report_955b194f.skrubview-report .skrubview-text { +#report_020c13da.skrubview-report .skrubview-text { max-width: var(--skrubview-max-content-width); } -#report_955b194f.skrubview-report .skrubview-shrink { +#report_020c13da.skrubview-report .skrubview-shrink { display: flex; } -#report_955b194f.skrubview-report .skrubview-shrink > * { +#report_020c13da.skrubview-report .skrubview-shrink > * { width: 0; flex-grow: 1; } -#report_955b194f.skrubview-report .skrubview-copybutton-grid { +#report_020c13da.skrubview-report .skrubview-copybutton-grid { display: flex; flex-direction: column; gap: var(--skrubview-tiny); @@ -174,44 +174,44 @@ -#report_955b194f.skrubview-report .skrubview-grid-separator { +#report_020c13da.skrubview-report .skrubview-grid-separator { grid-column: 1/-1; justify-self: left; } -#report_955b194f.skrubview-report .skrubview-flex { +#report_020c13da.skrubview-report .skrubview-flex { display: flex; gap: var(--skrubview-tiny); align-items: center; } -#report_955b194f.skrubview-report .skrubview-flex-wrap { +#report_020c13da.skrubview-report .skrubview-flex-wrap { flex-wrap: wrap; padding-block-start: var(--skrubview-tiny); padding-block-end: var(--skrubview-tiny); } -#report_955b194f.skrubview-report .skrubview-flex-wrap > * { +#report_020c13da.skrubview-report .skrubview-flex-wrap > * { margin: 0; } -#report_955b194f.skrubview-report .skrubview-ellided { +#report_020c13da.skrubview-report .skrubview-ellided { max-width: 100ch; overflow: hidden; white-space: nowrap; text-overflow: ellipsis; } -#report_955b194f.skrubview-report .skrubview-ellided-short { +#report_020c13da.skrubview-report .skrubview-ellided-short { max-width: 30ch; overflow: hidden; white-space: nowrap; text-overflow: ellipsis; } -#report_955b194f.skrubview-report .skrubview-card { +#report_020c13da.skrubview-report .skrubview-card { padding: 0; margin: 0.75rem; border-radius: var(--skrubview-radius); @@ -219,7 +219,7 @@ min-width: min-content; } -#report_955b194f.skrubview-report .skrubview-card-header { +#report_020c13da.skrubview-report .skrubview-card-header { border-radius: var(--skrubview-radius) var(--skrubview-radius) 0 0; display: flex; @@ -231,27 +231,27 @@ border-block-end: 1px solid var(--skrubview-mediumg); } -#report_955b194f.skrubview-report .skrubview-columns-in-sample-tab .skrubview-card-header { +#report_020c13da.skrubview-report .skrubview-columns-in-sample-tab .skrubview-card-header { background-color: var(--skrubview-darkgreen); border-block-end: 1px solid var(--skrubview-verydarkgreen); } -#report_955b194f.skrubview-report .skrubview-card-header { +#report_020c13da.skrubview-report .skrubview-card-header { --checkbox-margin: var(--skrubview-tiny); } -#report_955b194f.skrubview-report .skrubview-card-header > * { +#report_020c13da.skrubview-report .skrubview-card-header > * { margin-block-start: 0; margin-block-end: 0; font-size: var(--skrubview-large); } -#report_955b194f.skrubview-report .skrubview-dataframe-summary { +#report_020c13da.skrubview-report .skrubview-dataframe-summary { --skrubview-max-content-width: 100rem; font-size: var(--skrubview-large); } -#report_955b194f.skrubview-report .skrubview-box { +#report_020c13da.skrubview-report .skrubview-box { display: flex; justify-content: space-between; align-items: stretch; @@ -263,22 +263,22 @@ min-height: 1.8rem; } -#report_955b194f.skrubview-report .skrubview-box pre { +#report_020c13da.skrubview-report .skrubview-box pre { overflow-x: auto; padding: var(--skrubview-tiny); flex-grow: 1; white-space: pre; } -#report_955b194f.skrubview-report .skrubview-table-value-box { +#report_020c13da.skrubview-report .skrubview-table-value-box { max-width: 100%; } -#report_955b194f.skrubview-report *[data-shows-placeholder] { +#report_020c13da.skrubview-report *[data-shows-placeholder] { color: #777777; } -#report_955b194f.skrubview-report .skrubview-copybutton { +#report_020c13da.skrubview-report .skrubview-copybutton { margin-left: -2rem; min-width: 2rem; display: none; @@ -289,47 +289,47 @@ background: rgba(0, 0, 0, 0); } -#report_955b194f.skrubview-report .skrubview-box:hover .skrubview-copybutton { +#report_020c13da.skrubview-report .skrubview-box:hover .skrubview-copybutton { display: inline; background: var(--skrubview-lightg); } -#report_955b194f.skrubview-report:hover .skrubview-copybutton:hover { +#report_020c13da.skrubview-report:hover .skrubview-copybutton:hover { display: inline; background: var(--skrubview-mediumg); } -#report_955b194f.skrubview-report .skrubview-table-cell { +#report_020c13da.skrubview-report .skrubview-table-cell { cursor: pointer; } -#report_955b194f.skrubview-report th[data-is-in-selected-column] { +#report_020c13da.skrubview-report th[data-is-in-selected-column] { background-color: var(--skrubview-darkgreen); } -#report_955b194f.skrubview-report tr:nth-child(2n -1) .skrubview-table-cell[data-is-in-selected-column] { +#report_020c13da.skrubview-report tr:nth-child(2n -1) .skrubview-table-cell[data-is-in-selected-column] { background-color: var(--skrubview-mediumgreen); } -#report_955b194f.skrubview-report .skrubview-table-cell[data-is-in-selected-column] { +#report_020c13da.skrubview-report .skrubview-table-cell[data-is-in-selected-column] { background-color: var(--skrubview-lightgreen); } -#report_955b194f.skrubview-report tr:nth-child(2n -1) .skrubview-table-cell[data-is-selected] { +#report_020c13da.skrubview-report tr:nth-child(2n -1) .skrubview-table-cell[data-is-selected] { background-color: var(--skrubview-yellowish); border: 1px solid black; } -#report_955b194f.skrubview-report .skrubview-table-cell[data-is-selected] { +#report_020c13da.skrubview-report .skrubview-table-cell[data-is-selected] { background-color: var(--skrubview-yellowish); border: 1px solid black; } -#report_955b194f.skrubview-report .skrubview-ellided-table-part { +#report_020c13da.skrubview-report .skrubview-ellided-table-part { border: 1px solid white; text-align: center; border-top: 0; @@ -338,78 +338,78 @@ } -#report_955b194f.skrubview-report :is(.skrubview-ok, .skrubview-warning, .skrubview-critical) { +#report_020c13da.skrubview-report :is(.skrubview-ok, .skrubview-warning, .skrubview-critical) { font-weight: bold; } -#report_955b194f.skrubview-report .skrubview-ok { +#report_020c13da.skrubview-report .skrubview-ok { color: green; } -#report_955b194f.skrubview-report .skrubview-warning { +#report_020c13da.skrubview-report .skrubview-warning { color: #ff6600; } -#report_955b194f.skrubview-report .skrubview-critical { +#report_020c13da.skrubview-report .skrubview-critical { color: red; } -#report_955b194f.skrubview-report .skrubview-pseudocolumn { +#report_020c13da.skrubview-report .skrubview-pseudocolumn { --header-color: #ffffff; } -#report_955b194f.skrubview-report *[data-is-being-copied]{ +#report_020c13da.skrubview-report *[data-is-being-copied]{ color: white; background-color: #4c72b0; } -#report_955b194f.skrubview-report .skrubview-select-displayed-siblings ~ [data-option-value]:not([data-is-selected]) { +#report_020c13da.skrubview-report .skrubview-select-displayed-siblings ~ [data-option-value]:not([data-is-selected]) { display: none; } -#report_955b194f.skrubview-report .skrubview-filterable-column[data-is-excluded-by-filter] { +#report_020c13da.skrubview-report .skrubview-filterable-column[data-is-excluded-by-filter] { display: none; } -#report_955b194f.skrubview-report .skrubview-if-else[data-predicate="false"] > :first-child{ +#report_020c13da.skrubview-report .skrubview-if-else[data-predicate="false"] > :first-child{ display: none; } -#report_955b194f.skrubview-report .skrubview-if-else[data-predicate="true"] > :last-child{ +#report_020c13da.skrubview-report .skrubview-if-else[data-predicate="true"] > :last-child{ display: none; } -#report_955b194f.skrubview-report .skrubview-announcement { +#report_020c13da.skrubview-report .skrubview-announcement { font-size: var(--skrubview-large); padding-block-start: var(--skrubview-huge); padding-block-end: var(--skrubview-huge); } -#report_955b194f.skrubview-report .skrubview-important-note { +#report_020c13da.skrubview-report .skrubview-important-note { background-color: var(--skrubview-lightgreen); padding: var(--skrubview-small); border-radius: var(--skrubview-radius); margin-top: var(--skrubview-tiny); margin-bottom: var(--skrubview-small); } -#report_955b194f.skrubview-report .skrubview-tab { +#report_020c13da.skrubview-report .skrubview-tab { display: none; } -#report_955b194f.skrubview-report .skrubview-tabset-buttons { +#report_020c13da.skrubview-report .skrubview-tabset-buttons { display: flex; column-gap: var(--skrubview-tiny); padding-left: var(--skrubview-tiny); padding-right: var(--skrubview-tiny); } -#report_955b194f.skrubview-report .skrubview-tab[data-is-displayed] { +#report_020c13da.skrubview-report .skrubview-tab[data-is-displayed] { display: block; border-top: 1px solid var(--skrubview-darkg); padding-top: var(--skrubview-tiny); } -#report_955b194f.skrubview-report .skrubview-tabset-buttons button { +#report_020c13da.skrubview-report .skrubview-tabset-buttons button { border: none; padding: var(--skrubview-tiny); font-size: var(--skrubview-small); @@ -417,13 +417,13 @@ border-radius: var(--skrubview-radius) var(--skrubview-radius) 0 0; } -#report_955b194f.skrubview-report .skrubview-tabset-buttons button:hover { +#report_020c13da.skrubview-report .skrubview-tabset-buttons button:hover { background-color: var(--skrubview-mediumg); } -#report_955b194f.skrubview-report .skrubview-tabset-buttons button[data-is-selected] { +#report_020c13da.skrubview-report .skrubview-tabset-buttons button[data-is-selected] { border-top: 1px solid var(--skrubview-darkg); border-left: 1px solid var(--skrubview-darkg); border-right: 1px solid var(--skrubview-darkg); @@ -432,15 +432,15 @@ background-color: white; } -#report_955b194f.skrubview-report .skrubview-tabset-buttons button[data-has-warning] { +#report_020c13da.skrubview-report .skrubview-tabset-buttons button[data-has-warning] { color: red; } -#report_955b194f.skrubview-report .skrubview-tabset-buttons button[data-has-warning]::before { +#report_020c13da.skrubview-report .skrubview-tabset-buttons button[data-has-warning]::before { content: "⚠️ "; } -#report_955b194f.skrubview-report .skrubview-flex-reverse { +#report_020c13da.skrubview-report .skrubview-flex-reverse { display: flex; justify-content: space-between; flex-wrap: wrap-reverse; @@ -448,12 +448,12 @@ -#report_955b194f.skrubview-report .skrubview-float-end { +#report_020c13da.skrubview-report .skrubview-float-end { margin-inline-start: auto; padding-inline-start: var(--skrubview-tiny); } -#report_955b194f.skrubview-report .skrubview-column-summary-group { +#report_020c13da.skrubview-report .skrubview-column-summary-group { display: flex; flex-direction: column; gap: var(--skrubview-small); @@ -464,21 +464,21 @@ max-width: max-content; } -#report_955b194f.skrubview-report .skrubview-column-summary-group > * { +#report_020c13da.skrubview-report .skrubview-column-summary-group > * { margin: 0; } -#report_955b194f.skrubview-report .skrubview-column-summary-group.skrubview-columns-in-sample-tab > .skrubview-column-summary:not([data-is-selected-in-table]) { +#report_020c13da.skrubview-report .skrubview-column-summary-group.skrubview-columns-in-sample-tab > .skrubview-column-summary:not([data-is-selected-in-table]) { display: none; } -#report_955b194f.skrubview-report .skrubview-column-summary-content { +#report_020c13da.skrubview-report .skrubview-column-summary-content { display: flex; flex-direction: column; } @media screen and (min-width: 60rem) { - #report_955b194f.skrubview-report .skrubview-column-summary-group { + #report_020c13da.skrubview-report .skrubview-column-summary-group { display: flex; flex-direction: row; flex-wrap: wrap; @@ -488,18 +488,18 @@ } -#report_955b194f.skrubview-report #report_955b194f-collapse-const-columns-checkbox:checked ~ * .skrubview-constant-column { +#report_020c13da.skrubview-report #report_020c13da-collapse-const-columns-checkbox:checked ~ * .skrubview-constant-column { display: none; } -#report_955b194f.skrubview-report #report_955b194f-collapse-const-columns-checkbox:not(:checked) ~ * .skrubview-constant-columns-summary{ +#report_020c13da.skrubview-report #report_020c13da-collapse-const-columns-checkbox:not(:checked) ~ * .skrubview-constant-columns-summary{ display: none; } -#report_955b194f.skrubview-report .skrubview-constant-columns-summary:not(:has(dt:not([data-is-excluded-by-filter]))){ +#report_020c13da.skrubview-report .skrubview-constant-columns-summary:not(:has(dt:not([data-is-excluded-by-filter]))){ display: none; } -#report_955b194f.skrubview-report .skrubview-top-bar .skrubview-box { +#report_020c13da.skrubview-report .skrubview-top-bar .skrubview-box { flex-grow: 1; max-width: 55rem; } @@ -775,7 +775,7 @@ -

+

Drug directory

@@ -785,22 +785,22 @@

Drug directory

- - + + - +
- - @@ -841,7 +841,7 @@

Drug directory

-
+
@@ -851,8 +851,8 @@

Drug directory

-
- @@ -864,23 +864,23 @@

Drug directory

-

-            
+            

+            
         
-
+
Click on a table cell below to display more information about its column.
- +
@@ -974,10 +974,10 @@

Drug directory

@@ -10946,7 +10945,7 @@

@@ -10955,7 +10954,7 @@

@@ -10964,43 +10963,43 @@

- - + + - - + + - + - - + + @@ -11009,97 +11008,97 @@

- + - - + + - - + + - + - + - - + + - - + + - - + + - - + + - - + + @@ -11110,9 +11109,9 @@

@@ -11120,7 +11119,7 @@

- Report generated in 2.53 seconds by + Report generated in 2.51 seconds by skrubview.

Back to homepage diff --git a/reports/employee_salaries.html b/reports/employee_salaries.html index 2236d51..e972f2d 100644 --- a/reports/employee_salaries.html +++ b/reports/employee_salaries.html @@ -51,120 +51,120 @@ --skrubview-lightg: #f0f0f0; } -#report_7ed5346d button { +#report_d24f877b button { cursor: pointer; } -#report_7ed5346d.skrubview-report summary > * { +#report_d24f877b.skrubview-report summary > * { display: inline; } -#report_7ed5346d.skrubview-report p { +#report_d24f877b.skrubview-report p { margin-block-start: var(--skrubview-tiny); margin-block-end: var(--skrubview-tiny); } -#report_7ed5346d.skrubview-report code { +#report_d24f877b.skrubview-report code { overflow-wrap: anywhere; } -#report_7ed5346d.skrubview-report pre { +#report_d24f877b.skrubview-report pre { margin: 0; } -#report_7ed5346d.skrubview-report .skrubview-margin-r-s { +#report_d24f877b.skrubview-report .skrubview-margin-r-s { margin-inline-end: var(--skrubview-small); } -#report_7ed5346d.skrubview-report .skrubview-margin-r-t { +#report_d24f877b.skrubview-report .skrubview-margin-r-t { margin-inline-end: var(--skrubview-tiny); } -#report_7ed5346d.skrubview-report .skrubview-margin-v-t { +#report_d24f877b.skrubview-report .skrubview-margin-v-t { margin-block-start: var(--skrubview-tiny); margin-block-end: var(--skrubview-tiny); } -#report_7ed5346d.skrubview-report :is(td, th) { +#report_d24f877b.skrubview-report :is(td, th) { padding: var(--skrubview-tiny); } -#report_7ed5346d.skrubview-report dl { +#report_d24f877b.skrubview-report dl { display: grid; grid-template-columns: max-content auto; column-gap: var(--skrubview-tiny); margin: 0; } -#report_7ed5346d.skrubview-report dt { +#report_d24f877b.skrubview-report dt { grid-column-start: 1; font-weight: bold; justify-self: end; } -#report_7ed5346d.skrubview-report dt::after { +#report_d24f877b.skrubview-report dt::after { content: ":"; } -#report_7ed5346d.skrubview-report dd { +#report_d24f877b.skrubview-report dd { grid-column-start: 2; justify-self: start; margin: 0; } -#report_7ed5346d.skrubview-report table caption { +#report_d24f877b.skrubview-report table caption { padding: 0; font: inherit; } -#report_7ed5346d.skrubview-report :is(td, th) { +#report_d24f877b.skrubview-report :is(td, th) { white-space: nowrap; } -#report_7ed5346d.skrubview-report .skrubview-horizontal-scroll { +#report_d24f877b.skrubview-report .skrubview-horizontal-scroll { overflow-x: auto; } -#report_7ed5346d.skrubview-report .skrubview-select-all { +#report_d24f877b.skrubview-report .skrubview-select-all { user-select: all; } -#report_7ed5346d.skrubview-report .skrubview-select-none { +#report_d24f877b.skrubview-report .skrubview-select-none { user-select: none; } -#report_7ed5346d.skrubview-report .skrubview-wrapper { +#report_d24f877b.skrubview-report .skrubview-wrapper { padding-inline-start: var(--skrubview-small); padding-inline-end: var(--skrubview-small); padding-block-end: var(--skrubview-tiny); } -#report_7ed5346d.skrubview-report .skrubview-wrapper-vert { +#report_d24f877b.skrubview-report .skrubview-wrapper-vert { padding-block-end: var(--skrubview-tiny); } -#report_7ed5346d.skrubview-report .skrubview-wrapper-vert-l { +#report_d24f877b.skrubview-report .skrubview-wrapper-vert-l { padding-block-start: var(--skrubview-large); padding-block-end: var(--skrubview-huge); } -#report_7ed5346d.skrubview-report .skrubview-text { +#report_d24f877b.skrubview-report .skrubview-text { max-width: var(--skrubview-max-content-width); } -#report_7ed5346d.skrubview-report .skrubview-shrink { +#report_d24f877b.skrubview-report .skrubview-shrink { display: flex; } -#report_7ed5346d.skrubview-report .skrubview-shrink > * { +#report_d24f877b.skrubview-report .skrubview-shrink > * { width: 0; flex-grow: 1; } -#report_7ed5346d.skrubview-report .skrubview-copybutton-grid { +#report_d24f877b.skrubview-report .skrubview-copybutton-grid { display: flex; flex-direction: column; gap: var(--skrubview-tiny); @@ -174,44 +174,44 @@ -#report_7ed5346d.skrubview-report .skrubview-grid-separator { +#report_d24f877b.skrubview-report .skrubview-grid-separator { grid-column: 1/-1; justify-self: left; } -#report_7ed5346d.skrubview-report .skrubview-flex { +#report_d24f877b.skrubview-report .skrubview-flex { display: flex; gap: var(--skrubview-tiny); align-items: center; } -#report_7ed5346d.skrubview-report .skrubview-flex-wrap { +#report_d24f877b.skrubview-report .skrubview-flex-wrap { flex-wrap: wrap; padding-block-start: var(--skrubview-tiny); padding-block-end: var(--skrubview-tiny); } -#report_7ed5346d.skrubview-report .skrubview-flex-wrap > * { +#report_d24f877b.skrubview-report .skrubview-flex-wrap > * { margin: 0; } -#report_7ed5346d.skrubview-report .skrubview-ellided { +#report_d24f877b.skrubview-report .skrubview-ellided { max-width: 100ch; overflow: hidden; white-space: nowrap; text-overflow: ellipsis; } -#report_7ed5346d.skrubview-report .skrubview-ellided-short { +#report_d24f877b.skrubview-report .skrubview-ellided-short { max-width: 30ch; overflow: hidden; white-space: nowrap; text-overflow: ellipsis; } -#report_7ed5346d.skrubview-report .skrubview-card { +#report_d24f877b.skrubview-report .skrubview-card { padding: 0; margin: 0.75rem; border-radius: var(--skrubview-radius); @@ -219,7 +219,7 @@ min-width: min-content; } -#report_7ed5346d.skrubview-report .skrubview-card-header { +#report_d24f877b.skrubview-report .skrubview-card-header { border-radius: var(--skrubview-radius) var(--skrubview-radius) 0 0; display: flex; @@ -231,27 +231,27 @@ border-block-end: 1px solid var(--skrubview-mediumg); } -#report_7ed5346d.skrubview-report .skrubview-columns-in-sample-tab .skrubview-card-header { +#report_d24f877b.skrubview-report .skrubview-columns-in-sample-tab .skrubview-card-header { background-color: var(--skrubview-darkgreen); border-block-end: 1px solid var(--skrubview-verydarkgreen); } -#report_7ed5346d.skrubview-report .skrubview-card-header { +#report_d24f877b.skrubview-report .skrubview-card-header { --checkbox-margin: var(--skrubview-tiny); } -#report_7ed5346d.skrubview-report .skrubview-card-header > * { +#report_d24f877b.skrubview-report .skrubview-card-header > * { margin-block-start: 0; margin-block-end: 0; font-size: var(--skrubview-large); } -#report_7ed5346d.skrubview-report .skrubview-dataframe-summary { +#report_d24f877b.skrubview-report .skrubview-dataframe-summary { --skrubview-max-content-width: 100rem; font-size: var(--skrubview-large); } -#report_7ed5346d.skrubview-report .skrubview-box { +#report_d24f877b.skrubview-report .skrubview-box { display: flex; justify-content: space-between; align-items: stretch; @@ -263,22 +263,22 @@ min-height: 1.8rem; } -#report_7ed5346d.skrubview-report .skrubview-box pre { +#report_d24f877b.skrubview-report .skrubview-box pre { overflow-x: auto; padding: var(--skrubview-tiny); flex-grow: 1; white-space: pre; } -#report_7ed5346d.skrubview-report .skrubview-table-value-box { +#report_d24f877b.skrubview-report .skrubview-table-value-box { max-width: 100%; } -#report_7ed5346d.skrubview-report *[data-shows-placeholder] { +#report_d24f877b.skrubview-report *[data-shows-placeholder] { color: #777777; } -#report_7ed5346d.skrubview-report .skrubview-copybutton { +#report_d24f877b.skrubview-report .skrubview-copybutton { margin-left: -2rem; min-width: 2rem; display: none; @@ -289,47 +289,47 @@ background: rgba(0, 0, 0, 0); } -#report_7ed5346d.skrubview-report .skrubview-box:hover .skrubview-copybutton { +#report_d24f877b.skrubview-report .skrubview-box:hover .skrubview-copybutton { display: inline; background: var(--skrubview-lightg); } -#report_7ed5346d.skrubview-report:hover .skrubview-copybutton:hover { +#report_d24f877b.skrubview-report:hover .skrubview-copybutton:hover { display: inline; background: var(--skrubview-mediumg); } -#report_7ed5346d.skrubview-report .skrubview-table-cell { +#report_d24f877b.skrubview-report .skrubview-table-cell { cursor: pointer; } -#report_7ed5346d.skrubview-report th[data-is-in-selected-column] { +#report_d24f877b.skrubview-report th[data-is-in-selected-column] { background-color: var(--skrubview-darkgreen); } -#report_7ed5346d.skrubview-report tr:nth-child(2n -1) .skrubview-table-cell[data-is-in-selected-column] { +#report_d24f877b.skrubview-report tr:nth-child(2n -1) .skrubview-table-cell[data-is-in-selected-column] { background-color: var(--skrubview-mediumgreen); } -#report_7ed5346d.skrubview-report .skrubview-table-cell[data-is-in-selected-column] { +#report_d24f877b.skrubview-report .skrubview-table-cell[data-is-in-selected-column] { background-color: var(--skrubview-lightgreen); } -#report_7ed5346d.skrubview-report tr:nth-child(2n -1) .skrubview-table-cell[data-is-selected] { +#report_d24f877b.skrubview-report tr:nth-child(2n -1) .skrubview-table-cell[data-is-selected] { background-color: var(--skrubview-yellowish); border: 1px solid black; } -#report_7ed5346d.skrubview-report .skrubview-table-cell[data-is-selected] { +#report_d24f877b.skrubview-report .skrubview-table-cell[data-is-selected] { background-color: var(--skrubview-yellowish); border: 1px solid black; } -#report_7ed5346d.skrubview-report .skrubview-ellided-table-part { +#report_d24f877b.skrubview-report .skrubview-ellided-table-part { border: 1px solid white; text-align: center; border-top: 0; @@ -338,78 +338,78 @@ } -#report_7ed5346d.skrubview-report :is(.skrubview-ok, .skrubview-warning, .skrubview-critical) { +#report_d24f877b.skrubview-report :is(.skrubview-ok, .skrubview-warning, .skrubview-critical) { font-weight: bold; } -#report_7ed5346d.skrubview-report .skrubview-ok { +#report_d24f877b.skrubview-report .skrubview-ok { color: green; } -#report_7ed5346d.skrubview-report .skrubview-warning { +#report_d24f877b.skrubview-report .skrubview-warning { color: #ff6600; } -#report_7ed5346d.skrubview-report .skrubview-critical { +#report_d24f877b.skrubview-report .skrubview-critical { color: red; } -#report_7ed5346d.skrubview-report .skrubview-pseudocolumn { +#report_d24f877b.skrubview-report .skrubview-pseudocolumn { --header-color: #ffffff; } -#report_7ed5346d.skrubview-report *[data-is-being-copied]{ +#report_d24f877b.skrubview-report *[data-is-being-copied]{ color: white; background-color: #4c72b0; } -#report_7ed5346d.skrubview-report .skrubview-select-displayed-siblings ~ [data-option-value]:not([data-is-selected]) { +#report_d24f877b.skrubview-report .skrubview-select-displayed-siblings ~ [data-option-value]:not([data-is-selected]) { display: none; } -#report_7ed5346d.skrubview-report .skrubview-filterable-column[data-is-excluded-by-filter] { +#report_d24f877b.skrubview-report .skrubview-filterable-column[data-is-excluded-by-filter] { display: none; } -#report_7ed5346d.skrubview-report .skrubview-if-else[data-predicate="false"] > :first-child{ +#report_d24f877b.skrubview-report .skrubview-if-else[data-predicate="false"] > :first-child{ display: none; } -#report_7ed5346d.skrubview-report .skrubview-if-else[data-predicate="true"] > :last-child{ +#report_d24f877b.skrubview-report .skrubview-if-else[data-predicate="true"] > :last-child{ display: none; } -#report_7ed5346d.skrubview-report .skrubview-announcement { +#report_d24f877b.skrubview-report .skrubview-announcement { font-size: var(--skrubview-large); padding-block-start: var(--skrubview-huge); padding-block-end: var(--skrubview-huge); } -#report_7ed5346d.skrubview-report .skrubview-important-note { +#report_d24f877b.skrubview-report .skrubview-important-note { background-color: var(--skrubview-lightgreen); padding: var(--skrubview-small); border-radius: var(--skrubview-radius); margin-top: var(--skrubview-tiny); margin-bottom: var(--skrubview-small); } -#report_7ed5346d.skrubview-report .skrubview-tab { +#report_d24f877b.skrubview-report .skrubview-tab { display: none; } -#report_7ed5346d.skrubview-report .skrubview-tabset-buttons { +#report_d24f877b.skrubview-report .skrubview-tabset-buttons { display: flex; column-gap: var(--skrubview-tiny); padding-left: var(--skrubview-tiny); padding-right: var(--skrubview-tiny); } -#report_7ed5346d.skrubview-report .skrubview-tab[data-is-displayed] { +#report_d24f877b.skrubview-report .skrubview-tab[data-is-displayed] { display: block; border-top: 1px solid var(--skrubview-darkg); padding-top: var(--skrubview-tiny); } -#report_7ed5346d.skrubview-report .skrubview-tabset-buttons button { +#report_d24f877b.skrubview-report .skrubview-tabset-buttons button { border: none; padding: var(--skrubview-tiny); font-size: var(--skrubview-small); @@ -417,13 +417,13 @@ border-radius: var(--skrubview-radius) var(--skrubview-radius) 0 0; } -#report_7ed5346d.skrubview-report .skrubview-tabset-buttons button:hover { +#report_d24f877b.skrubview-report .skrubview-tabset-buttons button:hover { background-color: var(--skrubview-mediumg); } -#report_7ed5346d.skrubview-report .skrubview-tabset-buttons button[data-is-selected] { +#report_d24f877b.skrubview-report .skrubview-tabset-buttons button[data-is-selected] { border-top: 1px solid var(--skrubview-darkg); border-left: 1px solid var(--skrubview-darkg); border-right: 1px solid var(--skrubview-darkg); @@ -432,15 +432,15 @@ background-color: white; } -#report_7ed5346d.skrubview-report .skrubview-tabset-buttons button[data-has-warning] { +#report_d24f877b.skrubview-report .skrubview-tabset-buttons button[data-has-warning] { color: red; } -#report_7ed5346d.skrubview-report .skrubview-tabset-buttons button[data-has-warning]::before { +#report_d24f877b.skrubview-report .skrubview-tabset-buttons button[data-has-warning]::before { content: "⚠️ "; } -#report_7ed5346d.skrubview-report .skrubview-flex-reverse { +#report_d24f877b.skrubview-report .skrubview-flex-reverse { display: flex; justify-content: space-between; flex-wrap: wrap-reverse; @@ -448,12 +448,12 @@ -#report_7ed5346d.skrubview-report .skrubview-float-end { +#report_d24f877b.skrubview-report .skrubview-float-end { margin-inline-start: auto; padding-inline-start: var(--skrubview-tiny); } -#report_7ed5346d.skrubview-report .skrubview-column-summary-group { +#report_d24f877b.skrubview-report .skrubview-column-summary-group { display: flex; flex-direction: column; gap: var(--skrubview-small); @@ -464,21 +464,21 @@ max-width: max-content; } -#report_7ed5346d.skrubview-report .skrubview-column-summary-group > * { +#report_d24f877b.skrubview-report .skrubview-column-summary-group > * { margin: 0; } -#report_7ed5346d.skrubview-report .skrubview-column-summary-group.skrubview-columns-in-sample-tab > .skrubview-column-summary:not([data-is-selected-in-table]) { +#report_d24f877b.skrubview-report .skrubview-column-summary-group.skrubview-columns-in-sample-tab > .skrubview-column-summary:not([data-is-selected-in-table]) { display: none; } -#report_7ed5346d.skrubview-report .skrubview-column-summary-content { +#report_d24f877b.skrubview-report .skrubview-column-summary-content { display: flex; flex-direction: column; } @media screen and (min-width: 60rem) { - #report_7ed5346d.skrubview-report .skrubview-column-summary-group { + #report_d24f877b.skrubview-report .skrubview-column-summary-group { display: flex; flex-direction: row; flex-wrap: wrap; @@ -488,18 +488,18 @@ } -#report_7ed5346d.skrubview-report #report_7ed5346d-collapse-const-columns-checkbox:checked ~ * .skrubview-constant-column { +#report_d24f877b.skrubview-report #report_d24f877b-collapse-const-columns-checkbox:checked ~ * .skrubview-constant-column { display: none; } -#report_7ed5346d.skrubview-report #report_7ed5346d-collapse-const-columns-checkbox:not(:checked) ~ * .skrubview-constant-columns-summary{ +#report_d24f877b.skrubview-report #report_d24f877b-collapse-const-columns-checkbox:not(:checked) ~ * .skrubview-constant-columns-summary{ display: none; } -#report_7ed5346d.skrubview-report .skrubview-constant-columns-summary:not(:has(dt:not([data-is-excluded-by-filter]))){ +#report_d24f877b.skrubview-report .skrubview-constant-columns-summary:not(:has(dt:not([data-is-excluded-by-filter]))){ display: none; } -#report_7ed5346d.skrubview-report .skrubview-top-bar .skrubview-box { +#report_d24f877b.skrubview-report .skrubview-top-bar .skrubview-box { flex-grow: 1; max-width: 55rem; } @@ -775,7 +775,7 @@ -

+

Employee salaries

@@ -785,22 +785,22 @@

Employee salaries

- - + + - +
- - @@ -838,7 +838,7 @@

Employee salaries

-
+
@@ -848,8 +848,8 @@

Employee salaries

-
- @@ -861,23 +861,23 @@

Employee salaries

-

-            
+            

+            
         
-
+
Click on a table cell below to display more information about its column.
-

Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory Drug directory

- 120215 rows ✕ 20 columns. + 120215 rows ✕ 20 columns.

@@ -4071,7 +4071,7 @@

Drug directory

-
+

ROW_ID @@ -4110,7 +4110,7 @@

- histogram_plot + histogram_plot
@@ -4119,7 +4119,7 @@

-
+

PRODUCTID @@ -4149,14 +4149,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -4166,130 +4166,130 @@

0002-2236_ed8cc753-cd37-42a1-9c11-1401b40d94a5
- +
99207-850_e52ec481-1114-4f09-9be0-311e5eb52fa1
- +
0002-0800_03155cd7-d92b-480b-8a86-087659b6990f
- +
0002-1200_480fceef-6596-4478-97de-677c155506b3
- +
0002-1210_151a431b-f07b-4959-b6fa-c41ff80364c8
- +
0002-1433_ed8cc753-cd37-42a1-9c11-1401b40d94a5
- +
0002-1434_ed8cc753-cd37-42a1-9c11-1401b40d94a5
- +
99207-171_aba483fc-ef62-46ae-8246-6074df482099
- +
99207-172_aba483fc-ef62-46ae-8246-6074df482099
- +
99207-173_aba483fc-ef62-46ae-8246-6074df482099
- +
@@ -4298,13 +4298,13 @@

['0002-2236_ed8cc753-cd37-42a1-9c11-1401b40d94a5', '99207-850_e52ec481-1114-4f09-9be0-311e5eb52fa1', '0002-0800_03155cd7-d92b-480b-8a86-087659b6990f', '0002-1200_480fceef-6596-4478-97de-677c155506b3', '0002-1210_151a431b-f07b-4959-b6fa-c41ff80364c8', '0002-1433_ed8cc753-cd37-42a1-9c11-1401b40d94a5', '0002-1434_ed8cc753-cd37-42a1-9c11-1401b40d94a5', '99207-171_aba483fc-ef62-46ae-8246-6074df482099', '99207-172_aba483fc-ef62-46ae-8246-6074df482099', '99207-173_aba483fc-ef62-46ae-8246-6074df482099']
- +

@@ -4317,7 +4317,7 @@

-
+

PRODUCTNDC @@ -4347,14 +4347,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -4364,130 +4364,130 @@

54365-400
- +
72766-002
- +
72728-002
- +
78888-080
- +
75772-420
- +
70483-001
- +
75674-425
- +
76943-081
- +
75323-180
- +
70424-003
- +
@@ -4496,13 +4496,13 @@

['54365-400', '72766-002', '72728-002', '78888-080', '75772-420', '70483-001', '75674-425', '76943-081', '75323-180', '70424-003']
- +

@@ -4515,7 +4515,7 @@

-
+

PROPRIETARYNAME @@ -4545,14 +4545,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -4562,130 +4562,130 @@

Hand Sanitizer
- +
Ibuprofen
- +
Oxygen
- +
HAND SANITIZER
- +
Gabapentin
- +
Allergy Relief
- +
Aripiprazole
- +
Amoxicillin
- +
Levothyroxine Sodium
- +
Lamotrigine
- +
@@ -4694,13 +4694,13 @@

['Hand Sanitizer', 'Ibuprofen', 'Oxygen', 'HAND SANITIZER', 'Gabapentin', 'Allergy Relief', 'Aripiprazole', 'Amoxicillin', 'Levothyroxine Sodium', 'Lamotrigine']
- +

@@ -4713,7 +4713,7 @@

-
+

PROPRIETARYNAMESUFFIX @@ -4743,14 +4743,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -4760,130 +4760,130 @@

?
- +
Maximum Strength
- +
Extra Strength
- +
01
- +
Extended-Release
- +
Regular Strength
- +
Childrens
- +
XR
- +
ER
- +
Nighttime
- +
@@ -4892,13 +4892,13 @@

['?', 'Maximum Strength', 'Extra Strength', '01', 'Extended-Release', 'Regular Strength', 'Childrens', 'XR', 'ER', 'Nighttime']
- +

@@ -4911,7 +4911,7 @@

-
+

NONPROPRIETARYNAME @@ -4941,14 +4941,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -4958,130 +4958,130 @@

ALCOHOL
- +
Alcohol
- +
Ethyl Alcohol
- +
Isopropyl Alcohol
- +
Benzalkonium Chloride
- +
Ibuprofen
- +
BENZALKONIUM CHLORIDE
- +
Acetaminophen
- +
Menthol
- +
Hand Sanitizer
- +
@@ -5090,13 +5090,13 @@

['ALCOHOL', 'Alcohol', 'Ethyl Alcohol', 'Isopropyl Alcohol', 'Benzalkonium Chloride', 'Ibuprofen', 'BENZALKONIUM CHLORIDE', 'Acetaminophen', 'Menthol', 'Hand Sanitizer']
- +

@@ -5109,7 +5109,7 @@

-
+

DOSAGEFORMNAME @@ -5139,14 +5139,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -5156,130 +5156,130 @@

TABLET
- +
LIQUID
- +
GEL
- +
TABLET, FILM COATED
- +
CREAM
- +
SOLUTION
- +
CAPSULE
- +
INJECTION, SOLUTION
- +
PELLET
- +
LOTION
- +
@@ -5288,13 +5288,13 @@

['TABLET', 'LIQUID', 'GEL', 'TABLET, FILM COATED', 'CREAM', 'SOLUTION', 'CAPSULE', 'INJECTION, SOLUTION', 'PELLET', 'LOTION']
- +

@@ -5307,7 +5307,7 @@

-
+

ROUTENAME @@ -5337,14 +5337,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -5354,130 +5354,130 @@

ORAL
- +
TOPICAL
- +
INTRAVENOUS
- +
?
- +
SUBCUTANEOUS
- +
RESPIRATORY (INHALATION)
- +
INTRADERMAL; PERCUTANEOUS; SUBCUTANEOUS
- +
OPHTHALMIC
- +
DENTAL
- +
INTRAMUSCULAR; INTRAVENOUS
- +
@@ -5486,13 +5486,13 @@

['ORAL', 'TOPICAL', 'INTRAVENOUS', '?', 'SUBCUTANEOUS', 'RESPIRATORY (INHALATION)', 'INTRADERMAL; PERCUTANEOUS; SUBCUTANEOUS', 'OPHTHALMIC', 'DENTAL', 'INTRAMUSCULAR; INTRAVENOUS']
- +

@@ -5505,7 +5505,7 @@

-
+

STARTMARKETINGDATE @@ -5544,7 +5544,7 @@

- histogram_plot + histogram_plot
@@ -5553,7 +5553,7 @@

-
+

ENDMARKETINGDATE @@ -5583,14 +5583,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -5600,130 +5600,130 @@

?
- +
20201231.0
- +
20211231.0
- +
20211230.0
- +
20210331.0
- +
20210228.0
- +
20221230.0
- +
20210531.0
- +
20210430.0
- +
20210131.0
- +
@@ -5732,13 +5732,13 @@

['?', '20201231.0', '20211231.0', '20211230.0', '20210331.0', '20210228.0', '20221230.0', '20210531.0', '20210430.0', '20210131.0']
- +

@@ -5751,7 +5751,7 @@

-
+

MARKETINGCATEGORYNAME @@ -5781,14 +5781,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -5798,130 +5798,130 @@

ANDA
- +
OTC MONOGRAPH NOT FINAL
- +
OTC MONOGRAPH FINAL
- +
UNAPPROVED HOMEOPATHIC
- +
NDA
- +
BLA
- +
UNAPPROVED DRUG OTHER
- +
NDA AUTHORIZED GENERIC
- +
UNAPPROVED MEDICAL GAS
- +
UNAPPROVED DRUG FOR USE IN DRUG SHORTAGE
- +
@@ -5930,13 +5930,13 @@

['ANDA', 'OTC MONOGRAPH NOT FINAL', 'OTC MONOGRAPH FINAL', 'UNAPPROVED HOMEOPATHIC', 'NDA', 'BLA', 'UNAPPROVED DRUG OTHER', 'NDA AUTHORIZED GENERIC', 'UNAPPROVED MEDICAL GAS', 'UNAPPROVED DRUG FOR USE IN DRUG SHORTAGE']
- +

@@ -5949,7 +5949,7 @@

-
+

APPLICATIONNUMBER @@ -5979,14 +5979,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -5996,130 +5996,130 @@

part333A
- +
?
- +
part352
- +
part333E
- +
part341
- +
part348
- +
part343
- +
part334
- +
part347
- +
BLA101833
- +
@@ -6128,13 +6128,13 @@

['part333A', '?', 'part352', 'part333E', 'part341', 'part348', 'part343', 'part334', 'part347', 'BLA101833']
- +

@@ -6147,7 +6147,7 @@

-
+

LABELERNAME @@ -6177,14 +6177,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -6194,130 +6194,130 @@

Bryant Ranch Prepack
- +
Boiron
- +
REMEDYREPACK INC.
- +
A-S Medication Solutions
- +
Washington Homeopathic Products
- +
Proficient Rx LP
- +
NuCare Pharmaceuticals,Inc.
- +
Greer Laboratories, Inc.
- +
ALK-Abello, Inc.
- +
Uriel Pharmacy Inc.
- +
@@ -6326,13 +6326,13 @@

['Bryant Ranch Prepack', 'Boiron', 'REMEDYREPACK INC.', 'A-S Medication Solutions', 'Washington Homeopathic Products', 'Proficient Rx LP', 'NuCare Pharmaceuticals,Inc.', 'Greer Laboratories, Inc.', 'ALK-Abello, Inc.', 'Uriel Pharmacy Inc.']
- +

@@ -6345,7 +6345,7 @@

-
+

SUBSTANCENAME @@ -6375,14 +6375,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -6392,130 +6392,130 @@

ALCOHOL
- +
BENZALKONIUM CHLORIDE
- +
?
- +
ISOPROPYL ALCOHOL
- +
IBUPROFEN
- +
ACETAMINOPHEN
- +
SALICYLIC ACID
- +
MENTHOL
- +
SODIUM FLUORIDE
- +
DIPHENHYDRAMINE HYDROCHLORIDE
- +
@@ -6524,13 +6524,13 @@

['ALCOHOL', 'BENZALKONIUM CHLORIDE', '?', 'ISOPROPYL ALCOHOL', 'IBUPROFEN', 'ACETAMINOPHEN', 'SALICYLIC ACID', 'MENTHOL', 'SODIUM FLUORIDE', 'DIPHENHYDRAMINE HYDROCHLORIDE']
- +

@@ -6543,7 +6543,7 @@

-
+

ACTIVE_NUMERATOR_STRENGTH @@ -6573,14 +6573,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -6590,130 +6590,130 @@

10
- +
70
- +
30
- +
1
- +
100
- +
75
- +
5
- +
20
- +
50
- +
80
- +
@@ -6722,13 +6722,13 @@

['10', '70', '30', '1', '100', '75', '5', '20', '50', '80']
- +

@@ -6741,7 +6741,7 @@

-
+

ACTIVE_INGRED_UNIT @@ -6771,14 +6771,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -6788,130 +6788,130 @@

mg/1
- +
mL/100mL
- +
mg/mL
- +
mg/1; mg/1
- +
g/100g
- +
mg/g
- +
g/100mL
- +
?
- +
g/mL
- +
mL/mL
- +
@@ -6920,13 +6920,13 @@

['mg/1', 'mL/100mL', 'mg/mL', 'mg/1; mg/1', 'g/100g', 'mg/g', 'g/100mL', '?', 'g/mL', 'mL/mL']
- +

@@ -6939,7 +6939,7 @@

-
+

PHARM_CLASSES @@ -6969,14 +6969,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -6986,130 +6986,130 @@

?
- +
Corticosteroid [EPC],Corticosteroid Hormone Receptor Agonists [MoA]
- +
Atypical Antipsychotic [EPC]
- +
Cyclooxygenase Inhibitors [MoA],Anti-Inflammatory Agents, Non-Steroidal [CS],Nonsteroidal Anti-inflammatory Drug [EPC]
- +
Full Opioid Agonists [MoA],Opioid Agonist [EPC]
- +
Non-Standardized Pollen Allergenic Extract [EPC],Increased Histamine Release [PE],Cell-mediated Immunity [PE],Increased IgG Production [PE],Pollen [CS],Allergens [CS]
- +
Adrenergic beta-Antagonists [MoA],beta-Adrenergic Blocker [EPC]
- +
HMG-CoA Reductase Inhibitor [EPC],Hydroxymethylglutaryl-CoA Reductase Inhibitors [MoA]
- +
Serotonin Reuptake Inhibitor [EPC],Serotonin Uptake Inhibitors [MoA]
- +
Benzodiazepine [EPC],Benzodiazepines [CS]
- +
@@ -7118,13 +7118,13 @@

['?', 'Corticosteroid [EPC],Corticosteroid Hormone Receptor Agonists [MoA]', 'Atypical Antipsychotic [EPC]', 'Cyclooxygenase Inhibitors [MoA],Anti-Inflammatory Agents, Non-Steroidal [CS],Nonsteroidal Anti-inflammatory Drug [EPC]', 'Full Opioid Agonists [MoA],Opioid Agonist [EPC]', 'Non-Standardized Pollen Allergenic Extract [EPC],Increased Histamine Release [PE],Cell-mediated Immunity [PE],Increased IgG Production [PE],Pollen [CS],Allergens [CS]', 'Adrenergic beta-Antagonists [MoA],beta-Adrenergic Blocker [EPC]', 'HMG-CoA Reductase Inhibitor [EPC],Hydroxymethylglutaryl-CoA Reductase Inhibitors [MoA]', 'Serotonin Reuptake Inhibitor [EPC],Serotonin Uptake Inhibitors [MoA]', 'Benzodiazepine [EPC],Benzodiazepines [CS]']
- +

@@ -7137,7 +7137,7 @@

-
+

DEASCHEDULE @@ -7167,14 +7167,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -7184,65 +7184,65 @@

?
- +
CII
- +
CIV
- +
CIII
- +
CV
- +
@@ -7251,13 +7251,13 @@

['?', 'CII', 'CIV', 'CIII', 'CV']
- +

@@ -7270,7 +7270,7 @@

-
+

NDC_EXCLUDE_FLAG @@ -7295,8 +7295,8 @@

Constant value:
-
N
- +
N
+

@@ -7308,7 +7308,7 @@

-
+

LISTING_RECORD_CERTIFIED_THROUGH @@ -7338,14 +7338,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -7355,39 +7355,39 @@

20211231.0
- +
20201231.0
- +
?
- +
@@ -7396,13 +7396,13 @@

['20211231.0', '20201231.0', '?']
- +

@@ -7427,7 +7427,7 @@

-
+
@@ -7435,20 +7435,20 @@

-

-        
+        

+        
         
- - + + - - + +
-
+

Constant columns

@@ -7506,13 +7506,13 @@

Constant columns

-
+

ROW_ID

- + Int64DType
@@ -7547,7 +7547,7 @@

- histogram_plot + histogram_plot
@@ -7556,13 +7556,13 @@

-
+

PRODUCTID

- + ObjectDType
@@ -7588,14 +7588,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -7605,130 +7605,130 @@

0002-2236_ed8cc753-cd37-42a1-9c11-1401b40d94a5
- +
99207-850_e52ec481-1114-4f09-9be0-311e5eb52fa1
- +
0002-0800_03155cd7-d92b-480b-8a86-087659b6990f
- +
0002-1200_480fceef-6596-4478-97de-677c155506b3
- +
0002-1210_151a431b-f07b-4959-b6fa-c41ff80364c8
- +
0002-1433_ed8cc753-cd37-42a1-9c11-1401b40d94a5
- +
0002-1434_ed8cc753-cd37-42a1-9c11-1401b40d94a5
- +
99207-171_aba483fc-ef62-46ae-8246-6074df482099
- +
99207-172_aba483fc-ef62-46ae-8246-6074df482099
- +
99207-173_aba483fc-ef62-46ae-8246-6074df482099
- +
@@ -7737,13 +7737,13 @@

['0002-2236_ed8cc753-cd37-42a1-9c11-1401b40d94a5', '99207-850_e52ec481-1114-4f09-9be0-311e5eb52fa1', '0002-0800_03155cd7-d92b-480b-8a86-087659b6990f', '0002-1200_480fceef-6596-4478-97de-677c155506b3', '0002-1210_151a431b-f07b-4959-b6fa-c41ff80364c8', '0002-1433_ed8cc753-cd37-42a1-9c11-1401b40d94a5', '0002-1434_ed8cc753-cd37-42a1-9c11-1401b40d94a5', '99207-171_aba483fc-ef62-46ae-8246-6074df482099', '99207-172_aba483fc-ef62-46ae-8246-6074df482099', '99207-173_aba483fc-ef62-46ae-8246-6074df482099']
- +

@@ -7756,13 +7756,13 @@

-
+

PRODUCTNDC

- + ObjectDType
@@ -7788,14 +7788,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -7805,130 +7805,130 @@

54365-400
- +
72766-002
- +
72728-002
- +
78888-080
- +
75772-420
- +
70483-001
- +
75674-425
- +
76943-081
- +
75323-180
- +
70424-003
- +
@@ -7937,13 +7937,13 @@

['54365-400', '72766-002', '72728-002', '78888-080', '75772-420', '70483-001', '75674-425', '76943-081', '75323-180', '70424-003']
- +

@@ -7956,13 +7956,13 @@

-
+

PROPRIETARYNAME

- + ObjectDType
@@ -7988,14 +7988,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -8005,130 +8005,130 @@

Hand Sanitizer
- +
Ibuprofen
- +
Oxygen
- +
HAND SANITIZER
- +
Gabapentin
- +
Allergy Relief
- +
Aripiprazole
- +
Amoxicillin
- +
Levothyroxine Sodium
- +
Lamotrigine
- +
@@ -8137,13 +8137,13 @@

['Hand Sanitizer', 'Ibuprofen', 'Oxygen', 'HAND SANITIZER', 'Gabapentin', 'Allergy Relief', 'Aripiprazole', 'Amoxicillin', 'Levothyroxine Sodium', 'Lamotrigine']
- +

@@ -8156,13 +8156,13 @@

-
+

PROPRIETARYNAMESUFFIX

- + ObjectDType
@@ -8188,14 +8188,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -8205,130 +8205,130 @@

?
- +
Maximum Strength
- +
Extra Strength
- +
01
- +
Extended-Release
- +
Regular Strength
- +
Childrens
- +
XR
- +
ER
- +
Nighttime
- +
@@ -8337,13 +8337,13 @@

['?', 'Maximum Strength', 'Extra Strength', '01', 'Extended-Release', 'Regular Strength', 'Childrens', 'XR', 'ER', 'Nighttime']
- +

@@ -8356,13 +8356,13 @@

-
+

NONPROPRIETARYNAME

- + ObjectDType
@@ -8388,14 +8388,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -8405,130 +8405,130 @@

ALCOHOL
- +
Alcohol
- +
Ethyl Alcohol
- +
Isopropyl Alcohol
- +
Benzalkonium Chloride
- +
Ibuprofen
- +
BENZALKONIUM CHLORIDE
- +
Acetaminophen
- +
Menthol
- +
Hand Sanitizer
- +
@@ -8537,13 +8537,13 @@

['ALCOHOL', 'Alcohol', 'Ethyl Alcohol', 'Isopropyl Alcohol', 'Benzalkonium Chloride', 'Ibuprofen', 'BENZALKONIUM CHLORIDE', 'Acetaminophen', 'Menthol', 'Hand Sanitizer']
- +

@@ -8556,13 +8556,13 @@

-
+

DOSAGEFORMNAME

- + ObjectDType
@@ -8588,14 +8588,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -8605,130 +8605,130 @@

TABLET
- +
LIQUID
- +
GEL
- +
TABLET, FILM COATED
- +
CREAM
- +
SOLUTION
- +
CAPSULE
- +
INJECTION, SOLUTION
- +
PELLET
- +
LOTION
- +
@@ -8737,13 +8737,13 @@

['TABLET', 'LIQUID', 'GEL', 'TABLET, FILM COATED', 'CREAM', 'SOLUTION', 'CAPSULE', 'INJECTION, SOLUTION', 'PELLET', 'LOTION']
- +

@@ -8756,13 +8756,13 @@

-
+

ROUTENAME

- + ObjectDType
@@ -8788,14 +8788,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -8805,130 +8805,130 @@

ORAL
- +
TOPICAL
- +
INTRAVENOUS
- +
?
- +
SUBCUTANEOUS
- +
RESPIRATORY (INHALATION)
- +
INTRADERMAL; PERCUTANEOUS; SUBCUTANEOUS
- +
OPHTHALMIC
- +
DENTAL
- +
INTRAMUSCULAR; INTRAVENOUS
- +
@@ -8937,13 +8937,13 @@

['ORAL', 'TOPICAL', 'INTRAVENOUS', '?', 'SUBCUTANEOUS', 'RESPIRATORY (INHALATION)', 'INTRADERMAL; PERCUTANEOUS; SUBCUTANEOUS', 'OPHTHALMIC', 'DENTAL', 'INTRAMUSCULAR; INTRAVENOUS']
- +

@@ -8956,13 +8956,13 @@

-
+

STARTMARKETINGDATE

- + Int64DType
@@ -8997,7 +8997,7 @@

- histogram_plot + histogram_plot
@@ -9006,13 +9006,13 @@

-
+

ENDMARKETINGDATE

- + ObjectDType
@@ -9038,14 +9038,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -9055,130 +9055,130 @@

?
- +
20201231.0
- +
20211231.0
- +
20211230.0
- +
20210331.0
- +
20210228.0
- +
20221230.0
- +
20210531.0
- +
20210430.0
- +
20210131.0
- +
@@ -9187,13 +9187,13 @@

['?', '20201231.0', '20211231.0', '20211230.0', '20210331.0', '20210228.0', '20221230.0', '20210531.0', '20210430.0', '20210131.0']
- +

@@ -9206,13 +9206,13 @@

-
+

MARKETINGCATEGORYNAME

- + ObjectDType
@@ -9238,14 +9238,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -9255,130 +9255,130 @@

ANDA
- +
OTC MONOGRAPH NOT FINAL
- +
OTC MONOGRAPH FINAL
- +
UNAPPROVED HOMEOPATHIC
- +
NDA
- +
BLA
- +
UNAPPROVED DRUG OTHER
- +
NDA AUTHORIZED GENERIC
- +
UNAPPROVED MEDICAL GAS
- +
UNAPPROVED DRUG FOR USE IN DRUG SHORTAGE
- +
@@ -9387,13 +9387,13 @@

['ANDA', 'OTC MONOGRAPH NOT FINAL', 'OTC MONOGRAPH FINAL', 'UNAPPROVED HOMEOPATHIC', 'NDA', 'BLA', 'UNAPPROVED DRUG OTHER', 'NDA AUTHORIZED GENERIC', 'UNAPPROVED MEDICAL GAS', 'UNAPPROVED DRUG FOR USE IN DRUG SHORTAGE']
- +

@@ -9406,13 +9406,13 @@

-
+

APPLICATIONNUMBER

- + ObjectDType
@@ -9438,14 +9438,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -9455,130 +9455,130 @@

part333A
- +
?
- +
part352
- +
part333E
- +
part341
- +
part348
- +
part343
- +
part334
- +
part347
- +
BLA101833
- +
@@ -9587,13 +9587,13 @@

['part333A', '?', 'part352', 'part333E', 'part341', 'part348', 'part343', 'part334', 'part347', 'BLA101833']
- +

@@ -9606,13 +9606,13 @@

-
+

LABELERNAME

- + ObjectDType
@@ -9638,14 +9638,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -9655,130 +9655,130 @@

Bryant Ranch Prepack
- +
Boiron
- +
REMEDYREPACK INC.
- +
A-S Medication Solutions
- +
Washington Homeopathic Products
- +
Proficient Rx LP
- +
NuCare Pharmaceuticals,Inc.
- +
Greer Laboratories, Inc.
- +
ALK-Abello, Inc.
- +
Uriel Pharmacy Inc.
- +
@@ -9787,13 +9787,13 @@

['Bryant Ranch Prepack', 'Boiron', 'REMEDYREPACK INC.', 'A-S Medication Solutions', 'Washington Homeopathic Products', 'Proficient Rx LP', 'NuCare Pharmaceuticals,Inc.', 'Greer Laboratories, Inc.', 'ALK-Abello, Inc.', 'Uriel Pharmacy Inc.']
- +

@@ -9806,13 +9806,13 @@

-
+

SUBSTANCENAME

- + ObjectDType
@@ -9838,14 +9838,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -9855,130 +9855,130 @@

ALCOHOL
- +
BENZALKONIUM CHLORIDE
- +
?
- +
ISOPROPYL ALCOHOL
- +
IBUPROFEN
- +
ACETAMINOPHEN
- +
SALICYLIC ACID
- +
MENTHOL
- +
SODIUM FLUORIDE
- +
DIPHENHYDRAMINE HYDROCHLORIDE
- +
@@ -9987,13 +9987,13 @@

['ALCOHOL', 'BENZALKONIUM CHLORIDE', '?', 'ISOPROPYL ALCOHOL', 'IBUPROFEN', 'ACETAMINOPHEN', 'SALICYLIC ACID', 'MENTHOL', 'SODIUM FLUORIDE', 'DIPHENHYDRAMINE HYDROCHLORIDE']
- +

@@ -10006,13 +10006,13 @@

-
+

ACTIVE_NUMERATOR_STRENGTH

- + ObjectDType
@@ -10038,14 +10038,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -10055,130 +10055,130 @@

10
- +
70
- +
30
- +
1
- +
100
- +
75
- +
5
- +
20
- +
50
- +
80
- +
@@ -10187,13 +10187,13 @@

['10', '70', '30', '1', '100', '75', '5', '20', '50', '80']
- +

@@ -10206,13 +10206,13 @@

-
+

ACTIVE_INGRED_UNIT

- + ObjectDType
@@ -10238,14 +10238,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -10255,130 +10255,130 @@

mg/1
- +
mL/100mL
- +
mg/mL
- +
mg/1; mg/1
- +
g/100g
- +
mg/g
- +
g/100mL
- +
?
- +
g/mL
- +
mL/mL
- +
@@ -10387,13 +10387,13 @@

['mg/1', 'mL/100mL', 'mg/mL', 'mg/1; mg/1', 'g/100g', 'mg/g', 'g/100mL', '?', 'g/mL', 'mL/mL']
- +

@@ -10406,13 +10406,13 @@

-
+

PHARM_CLASSES

- + ObjectDType
@@ -10438,14 +10438,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -10455,130 +10455,130 @@

?
- +
Corticosteroid [EPC],Corticosteroid Hormone Receptor Agonists [MoA]
- +
Atypical Antipsychotic [EPC]
- +
Cyclooxygenase Inhibitors [MoA],Anti-Inflammatory Agents, Non-Steroidal [CS],Nonsteroidal Anti-inflammatory Drug [EPC]
- +
Full Opioid Agonists [MoA],Opioid Agonist [EPC]
- +
Non-Standardized Pollen Allergenic Extract [EPC],Increased Histamine Release [PE],Cell-mediated Immunity [PE],Increased IgG Production [PE],Pollen [CS],Allergens [CS]
- +
Adrenergic beta-Antagonists [MoA],beta-Adrenergic Blocker [EPC]
- +
HMG-CoA Reductase Inhibitor [EPC],Hydroxymethylglutaryl-CoA Reductase Inhibitors [MoA]
- +
Serotonin Reuptake Inhibitor [EPC],Serotonin Uptake Inhibitors [MoA]
- +
Benzodiazepine [EPC],Benzodiazepines [CS]
- +
@@ -10587,13 +10587,13 @@

['?', 'Corticosteroid [EPC],Corticosteroid Hormone Receptor Agonists [MoA]', 'Atypical Antipsychotic [EPC]', 'Cyclooxygenase Inhibitors [MoA],Anti-Inflammatory Agents, Non-Steroidal [CS],Nonsteroidal Anti-inflammatory Drug [EPC]', 'Full Opioid Agonists [MoA],Opioid Agonist [EPC]', 'Non-Standardized Pollen Allergenic Extract [EPC],Increased Histamine Release [PE],Cell-mediated Immunity [PE],Increased IgG Production [PE],Pollen [CS],Allergens [CS]', 'Adrenergic beta-Antagonists [MoA],beta-Adrenergic Blocker [EPC]', 'HMG-CoA Reductase Inhibitor [EPC],Hydroxymethylglutaryl-CoA Reductase Inhibitors [MoA]', 'Serotonin Reuptake Inhibitor [EPC],Serotonin Uptake Inhibitors [MoA]', 'Benzodiazepine [EPC],Benzodiazepines [CS]']
- +

@@ -10606,13 +10606,13 @@

-
+

DEASCHEDULE

- + ObjectDType
@@ -10638,14 +10638,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -10655,65 +10655,65 @@

?
- +
CII
- +
CIV
- +
CIII
- +
CV
- +
@@ -10722,13 +10722,13 @@

['?', 'CII', 'CIV', 'CIII', 'CV']
- +

@@ -10741,13 +10741,13 @@

-
+

NDC_EXCLUDE_FLAG

- + ObjectDType
@@ -10768,8 +10768,8 @@

Constant value:
-
N
- +
N
+

@@ -10781,13 +10781,13 @@

-
+

LISTING_RECORD_CERTIFIED_THROUGH

- + ObjectDType
@@ -10813,14 +10813,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -10830,39 +10830,39 @@

20211231.0
- +
20201231.0
- +
?
- +
@@ -10871,13 +10871,13 @@

['20211231.0', '20201231.0', '?']
- +

@@ -10901,7 +10901,7 @@

-
+
@@ -10926,9 +10926,8 @@

PRODUCTID PRODUCTNDC - 1.00 + > + 0.882
SUBSTANCENAME - 0.621 + 0.674
APPLICATIONNUMBER - 0.558 + 0.525
ACTIVE_INGRED_UNIT - 0.463 + 0.474
ROUTENAMEMARKETINGCATEGORYNAMESUBSTANCENAMEACTIVE_INGRED_UNIT - 0.444 + 0.446
SUBSTANCENAMEACTIVE_INGRED_UNITROUTENAMEMARKETINGCATEGORYNAME - 0.443 + 0.420
ROUTENAME APPLICATIONNUMBERSUBSTANCENAME - 0.437 + 0.394
APPLICATIONNUMBERSUBSTANCENAMEDOSAGEFORMNAMEMARKETINGCATEGORYNAME - 0.423 + 0.391
SUBSTANCENAME - 0.414 + 0.390
DOSAGEFORMNAME MARKETINGCATEGORYNAMEACTIVE_INGRED_UNIT - 0.394 + 0.372
DOSAGEFORMNAMEAPPLICATIONNUMBERPHARM_CLASSESDEASCHEDULE - 0.386 + 0.366
APPLICATIONNUMBERLABELERNAMEDOSAGEFORMNAMEROUTENAME - 0.383 + 0.364
MARKETINGCATEGORYNAMEACTIVE_INGRED_UNITPHARM_CLASSES - 0.370 + 0.354
DOSAGEFORMNAMEROUTENAMEAPPLICATIONNUMBER - 0.370 + 0.352
APPLICATIONNUMBERACTIVE_INGRED_UNITROUTENAMELABELERNAME - 0.363 + 0.348
MARKETINGCATEGORYNAMEPHARM_CLASSESDOSAGEFORMNAMEACTIVE_INGRED_UNIT - 0.353 + 0.348
ROUTENAMELABELERNAMEAPPLICATIONNUMBERACTIVE_INGRED_UNIT - 0.352 + 0.331
LABELERNAMELISTING_RECORD_CERTIFIED_THROUGHNONPROPRIETARYNAMEAPPLICATIONNUMBER - 0.350 + 0.322
NONPROPRIETARYNAMEAPPLICATIONNUMBERROW_IDLABELERNAME - 0.350 + 0.304
+
@@ -923,10 +923,10 @@

Employee salaries

@@ -4752,7 +4752,7 @@

@@ -4761,7 +4761,7 @@

@@ -4770,7 +4770,7 @@

@@ -4779,7 +4779,16 @@

+ + + + + + @@ -4788,25 +4797,25 @@

- + - + @@ -4815,34 +4824,34 @@

+ - - - + + - + @@ -4851,7 +4860,7 @@

@@ -4860,16 +4869,7 @@

- - - - - - @@ -4880,9 +4880,9 @@

@@ -4890,7 +4890,7 @@

- Report generated in 0.72 seconds by + Report generated in 0.71 seconds by skrubview.

Back to homepage diff --git a/reports/medical_charge.html b/reports/medical_charge.html index d7a0774..3de80c8 100644 --- a/reports/medical_charge.html +++ b/reports/medical_charge.html @@ -51,120 +51,120 @@ --skrubview-lightg: #f0f0f0; } -#report_46f3350c button { +#report_01ecd1a7 button { cursor: pointer; } -#report_46f3350c.skrubview-report summary > * { +#report_01ecd1a7.skrubview-report summary > * { display: inline; } -#report_46f3350c.skrubview-report p { +#report_01ecd1a7.skrubview-report p { margin-block-start: var(--skrubview-tiny); margin-block-end: var(--skrubview-tiny); } -#report_46f3350c.skrubview-report code { +#report_01ecd1a7.skrubview-report code { overflow-wrap: anywhere; } -#report_46f3350c.skrubview-report pre { +#report_01ecd1a7.skrubview-report pre { margin: 0; } -#report_46f3350c.skrubview-report .skrubview-margin-r-s { +#report_01ecd1a7.skrubview-report .skrubview-margin-r-s { margin-inline-end: var(--skrubview-small); } -#report_46f3350c.skrubview-report .skrubview-margin-r-t { +#report_01ecd1a7.skrubview-report .skrubview-margin-r-t { margin-inline-end: var(--skrubview-tiny); } -#report_46f3350c.skrubview-report .skrubview-margin-v-t { +#report_01ecd1a7.skrubview-report .skrubview-margin-v-t { margin-block-start: var(--skrubview-tiny); margin-block-end: var(--skrubview-tiny); } -#report_46f3350c.skrubview-report :is(td, th) { +#report_01ecd1a7.skrubview-report :is(td, th) { padding: var(--skrubview-tiny); } -#report_46f3350c.skrubview-report dl { +#report_01ecd1a7.skrubview-report dl { display: grid; grid-template-columns: max-content auto; column-gap: var(--skrubview-tiny); margin: 0; } -#report_46f3350c.skrubview-report dt { +#report_01ecd1a7.skrubview-report dt { grid-column-start: 1; font-weight: bold; justify-self: end; } -#report_46f3350c.skrubview-report dt::after { +#report_01ecd1a7.skrubview-report dt::after { content: ":"; } -#report_46f3350c.skrubview-report dd { +#report_01ecd1a7.skrubview-report dd { grid-column-start: 2; justify-self: start; margin: 0; } -#report_46f3350c.skrubview-report table caption { +#report_01ecd1a7.skrubview-report table caption { padding: 0; font: inherit; } -#report_46f3350c.skrubview-report :is(td, th) { +#report_01ecd1a7.skrubview-report :is(td, th) { white-space: nowrap; } -#report_46f3350c.skrubview-report .skrubview-horizontal-scroll { +#report_01ecd1a7.skrubview-report .skrubview-horizontal-scroll { overflow-x: auto; } -#report_46f3350c.skrubview-report .skrubview-select-all { +#report_01ecd1a7.skrubview-report .skrubview-select-all { user-select: all; } -#report_46f3350c.skrubview-report .skrubview-select-none { +#report_01ecd1a7.skrubview-report .skrubview-select-none { user-select: none; } -#report_46f3350c.skrubview-report .skrubview-wrapper { +#report_01ecd1a7.skrubview-report .skrubview-wrapper { padding-inline-start: var(--skrubview-small); padding-inline-end: var(--skrubview-small); padding-block-end: var(--skrubview-tiny); } -#report_46f3350c.skrubview-report .skrubview-wrapper-vert { +#report_01ecd1a7.skrubview-report .skrubview-wrapper-vert { padding-block-end: var(--skrubview-tiny); } -#report_46f3350c.skrubview-report .skrubview-wrapper-vert-l { +#report_01ecd1a7.skrubview-report .skrubview-wrapper-vert-l { padding-block-start: var(--skrubview-large); padding-block-end: var(--skrubview-huge); } -#report_46f3350c.skrubview-report .skrubview-text { +#report_01ecd1a7.skrubview-report .skrubview-text { max-width: var(--skrubview-max-content-width); } -#report_46f3350c.skrubview-report .skrubview-shrink { +#report_01ecd1a7.skrubview-report .skrubview-shrink { display: flex; } -#report_46f3350c.skrubview-report .skrubview-shrink > * { +#report_01ecd1a7.skrubview-report .skrubview-shrink > * { width: 0; flex-grow: 1; } -#report_46f3350c.skrubview-report .skrubview-copybutton-grid { +#report_01ecd1a7.skrubview-report .skrubview-copybutton-grid { display: flex; flex-direction: column; gap: var(--skrubview-tiny); @@ -174,44 +174,44 @@ -#report_46f3350c.skrubview-report .skrubview-grid-separator { +#report_01ecd1a7.skrubview-report .skrubview-grid-separator { grid-column: 1/-1; justify-self: left; } -#report_46f3350c.skrubview-report .skrubview-flex { +#report_01ecd1a7.skrubview-report .skrubview-flex { display: flex; gap: var(--skrubview-tiny); align-items: center; } -#report_46f3350c.skrubview-report .skrubview-flex-wrap { +#report_01ecd1a7.skrubview-report .skrubview-flex-wrap { flex-wrap: wrap; padding-block-start: var(--skrubview-tiny); padding-block-end: var(--skrubview-tiny); } -#report_46f3350c.skrubview-report .skrubview-flex-wrap > * { +#report_01ecd1a7.skrubview-report .skrubview-flex-wrap > * { margin: 0; } -#report_46f3350c.skrubview-report .skrubview-ellided { +#report_01ecd1a7.skrubview-report .skrubview-ellided { max-width: 100ch; overflow: hidden; white-space: nowrap; text-overflow: ellipsis; } -#report_46f3350c.skrubview-report .skrubview-ellided-short { +#report_01ecd1a7.skrubview-report .skrubview-ellided-short { max-width: 30ch; overflow: hidden; white-space: nowrap; text-overflow: ellipsis; } -#report_46f3350c.skrubview-report .skrubview-card { +#report_01ecd1a7.skrubview-report .skrubview-card { padding: 0; margin: 0.75rem; border-radius: var(--skrubview-radius); @@ -219,7 +219,7 @@ min-width: min-content; } -#report_46f3350c.skrubview-report .skrubview-card-header { +#report_01ecd1a7.skrubview-report .skrubview-card-header { border-radius: var(--skrubview-radius) var(--skrubview-radius) 0 0; display: flex; @@ -231,27 +231,27 @@ border-block-end: 1px solid var(--skrubview-mediumg); } -#report_46f3350c.skrubview-report .skrubview-columns-in-sample-tab .skrubview-card-header { +#report_01ecd1a7.skrubview-report .skrubview-columns-in-sample-tab .skrubview-card-header { background-color: var(--skrubview-darkgreen); border-block-end: 1px solid var(--skrubview-verydarkgreen); } -#report_46f3350c.skrubview-report .skrubview-card-header { +#report_01ecd1a7.skrubview-report .skrubview-card-header { --checkbox-margin: var(--skrubview-tiny); } -#report_46f3350c.skrubview-report .skrubview-card-header > * { +#report_01ecd1a7.skrubview-report .skrubview-card-header > * { margin-block-start: 0; margin-block-end: 0; font-size: var(--skrubview-large); } -#report_46f3350c.skrubview-report .skrubview-dataframe-summary { +#report_01ecd1a7.skrubview-report .skrubview-dataframe-summary { --skrubview-max-content-width: 100rem; font-size: var(--skrubview-large); } -#report_46f3350c.skrubview-report .skrubview-box { +#report_01ecd1a7.skrubview-report .skrubview-box { display: flex; justify-content: space-between; align-items: stretch; @@ -263,22 +263,22 @@ min-height: 1.8rem; } -#report_46f3350c.skrubview-report .skrubview-box pre { +#report_01ecd1a7.skrubview-report .skrubview-box pre { overflow-x: auto; padding: var(--skrubview-tiny); flex-grow: 1; white-space: pre; } -#report_46f3350c.skrubview-report .skrubview-table-value-box { +#report_01ecd1a7.skrubview-report .skrubview-table-value-box { max-width: 100%; } -#report_46f3350c.skrubview-report *[data-shows-placeholder] { +#report_01ecd1a7.skrubview-report *[data-shows-placeholder] { color: #777777; } -#report_46f3350c.skrubview-report .skrubview-copybutton { +#report_01ecd1a7.skrubview-report .skrubview-copybutton { margin-left: -2rem; min-width: 2rem; display: none; @@ -289,47 +289,47 @@ background: rgba(0, 0, 0, 0); } -#report_46f3350c.skrubview-report .skrubview-box:hover .skrubview-copybutton { +#report_01ecd1a7.skrubview-report .skrubview-box:hover .skrubview-copybutton { display: inline; background: var(--skrubview-lightg); } -#report_46f3350c.skrubview-report:hover .skrubview-copybutton:hover { +#report_01ecd1a7.skrubview-report:hover .skrubview-copybutton:hover { display: inline; background: var(--skrubview-mediumg); } -#report_46f3350c.skrubview-report .skrubview-table-cell { +#report_01ecd1a7.skrubview-report .skrubview-table-cell { cursor: pointer; } -#report_46f3350c.skrubview-report th[data-is-in-selected-column] { +#report_01ecd1a7.skrubview-report th[data-is-in-selected-column] { background-color: var(--skrubview-darkgreen); } -#report_46f3350c.skrubview-report tr:nth-child(2n -1) .skrubview-table-cell[data-is-in-selected-column] { +#report_01ecd1a7.skrubview-report tr:nth-child(2n -1) .skrubview-table-cell[data-is-in-selected-column] { background-color: var(--skrubview-mediumgreen); } -#report_46f3350c.skrubview-report .skrubview-table-cell[data-is-in-selected-column] { +#report_01ecd1a7.skrubview-report .skrubview-table-cell[data-is-in-selected-column] { background-color: var(--skrubview-lightgreen); } -#report_46f3350c.skrubview-report tr:nth-child(2n -1) .skrubview-table-cell[data-is-selected] { +#report_01ecd1a7.skrubview-report tr:nth-child(2n -1) .skrubview-table-cell[data-is-selected] { background-color: var(--skrubview-yellowish); border: 1px solid black; } -#report_46f3350c.skrubview-report .skrubview-table-cell[data-is-selected] { +#report_01ecd1a7.skrubview-report .skrubview-table-cell[data-is-selected] { background-color: var(--skrubview-yellowish); border: 1px solid black; } -#report_46f3350c.skrubview-report .skrubview-ellided-table-part { +#report_01ecd1a7.skrubview-report .skrubview-ellided-table-part { border: 1px solid white; text-align: center; border-top: 0; @@ -338,78 +338,78 @@ } -#report_46f3350c.skrubview-report :is(.skrubview-ok, .skrubview-warning, .skrubview-critical) { +#report_01ecd1a7.skrubview-report :is(.skrubview-ok, .skrubview-warning, .skrubview-critical) { font-weight: bold; } -#report_46f3350c.skrubview-report .skrubview-ok { +#report_01ecd1a7.skrubview-report .skrubview-ok { color: green; } -#report_46f3350c.skrubview-report .skrubview-warning { +#report_01ecd1a7.skrubview-report .skrubview-warning { color: #ff6600; } -#report_46f3350c.skrubview-report .skrubview-critical { +#report_01ecd1a7.skrubview-report .skrubview-critical { color: red; } -#report_46f3350c.skrubview-report .skrubview-pseudocolumn { +#report_01ecd1a7.skrubview-report .skrubview-pseudocolumn { --header-color: #ffffff; } -#report_46f3350c.skrubview-report *[data-is-being-copied]{ +#report_01ecd1a7.skrubview-report *[data-is-being-copied]{ color: white; background-color: #4c72b0; } -#report_46f3350c.skrubview-report .skrubview-select-displayed-siblings ~ [data-option-value]:not([data-is-selected]) { +#report_01ecd1a7.skrubview-report .skrubview-select-displayed-siblings ~ [data-option-value]:not([data-is-selected]) { display: none; } -#report_46f3350c.skrubview-report .skrubview-filterable-column[data-is-excluded-by-filter] { +#report_01ecd1a7.skrubview-report .skrubview-filterable-column[data-is-excluded-by-filter] { display: none; } -#report_46f3350c.skrubview-report .skrubview-if-else[data-predicate="false"] > :first-child{ +#report_01ecd1a7.skrubview-report .skrubview-if-else[data-predicate="false"] > :first-child{ display: none; } -#report_46f3350c.skrubview-report .skrubview-if-else[data-predicate="true"] > :last-child{ +#report_01ecd1a7.skrubview-report .skrubview-if-else[data-predicate="true"] > :last-child{ display: none; } -#report_46f3350c.skrubview-report .skrubview-announcement { +#report_01ecd1a7.skrubview-report .skrubview-announcement { font-size: var(--skrubview-large); padding-block-start: var(--skrubview-huge); padding-block-end: var(--skrubview-huge); } -#report_46f3350c.skrubview-report .skrubview-important-note { +#report_01ecd1a7.skrubview-report .skrubview-important-note { background-color: var(--skrubview-lightgreen); padding: var(--skrubview-small); border-radius: var(--skrubview-radius); margin-top: var(--skrubview-tiny); margin-bottom: var(--skrubview-small); } -#report_46f3350c.skrubview-report .skrubview-tab { +#report_01ecd1a7.skrubview-report .skrubview-tab { display: none; } -#report_46f3350c.skrubview-report .skrubview-tabset-buttons { +#report_01ecd1a7.skrubview-report .skrubview-tabset-buttons { display: flex; column-gap: var(--skrubview-tiny); padding-left: var(--skrubview-tiny); padding-right: var(--skrubview-tiny); } -#report_46f3350c.skrubview-report .skrubview-tab[data-is-displayed] { +#report_01ecd1a7.skrubview-report .skrubview-tab[data-is-displayed] { display: block; border-top: 1px solid var(--skrubview-darkg); padding-top: var(--skrubview-tiny); } -#report_46f3350c.skrubview-report .skrubview-tabset-buttons button { +#report_01ecd1a7.skrubview-report .skrubview-tabset-buttons button { border: none; padding: var(--skrubview-tiny); font-size: var(--skrubview-small); @@ -417,13 +417,13 @@ border-radius: var(--skrubview-radius) var(--skrubview-radius) 0 0; } -#report_46f3350c.skrubview-report .skrubview-tabset-buttons button:hover { +#report_01ecd1a7.skrubview-report .skrubview-tabset-buttons button:hover { background-color: var(--skrubview-mediumg); } -#report_46f3350c.skrubview-report .skrubview-tabset-buttons button[data-is-selected] { +#report_01ecd1a7.skrubview-report .skrubview-tabset-buttons button[data-is-selected] { border-top: 1px solid var(--skrubview-darkg); border-left: 1px solid var(--skrubview-darkg); border-right: 1px solid var(--skrubview-darkg); @@ -432,15 +432,15 @@ background-color: white; } -#report_46f3350c.skrubview-report .skrubview-tabset-buttons button[data-has-warning] { +#report_01ecd1a7.skrubview-report .skrubview-tabset-buttons button[data-has-warning] { color: red; } -#report_46f3350c.skrubview-report .skrubview-tabset-buttons button[data-has-warning]::before { +#report_01ecd1a7.skrubview-report .skrubview-tabset-buttons button[data-has-warning]::before { content: "⚠️ "; } -#report_46f3350c.skrubview-report .skrubview-flex-reverse { +#report_01ecd1a7.skrubview-report .skrubview-flex-reverse { display: flex; justify-content: space-between; flex-wrap: wrap-reverse; @@ -448,12 +448,12 @@ -#report_46f3350c.skrubview-report .skrubview-float-end { +#report_01ecd1a7.skrubview-report .skrubview-float-end { margin-inline-start: auto; padding-inline-start: var(--skrubview-tiny); } -#report_46f3350c.skrubview-report .skrubview-column-summary-group { +#report_01ecd1a7.skrubview-report .skrubview-column-summary-group { display: flex; flex-direction: column; gap: var(--skrubview-small); @@ -464,21 +464,21 @@ max-width: max-content; } -#report_46f3350c.skrubview-report .skrubview-column-summary-group > * { +#report_01ecd1a7.skrubview-report .skrubview-column-summary-group > * { margin: 0; } -#report_46f3350c.skrubview-report .skrubview-column-summary-group.skrubview-columns-in-sample-tab > .skrubview-column-summary:not([data-is-selected-in-table]) { +#report_01ecd1a7.skrubview-report .skrubview-column-summary-group.skrubview-columns-in-sample-tab > .skrubview-column-summary:not([data-is-selected-in-table]) { display: none; } -#report_46f3350c.skrubview-report .skrubview-column-summary-content { +#report_01ecd1a7.skrubview-report .skrubview-column-summary-content { display: flex; flex-direction: column; } @media screen and (min-width: 60rem) { - #report_46f3350c.skrubview-report .skrubview-column-summary-group { + #report_01ecd1a7.skrubview-report .skrubview-column-summary-group { display: flex; flex-direction: row; flex-wrap: wrap; @@ -488,18 +488,18 @@ } -#report_46f3350c.skrubview-report #report_46f3350c-collapse-const-columns-checkbox:checked ~ * .skrubview-constant-column { +#report_01ecd1a7.skrubview-report #report_01ecd1a7-collapse-const-columns-checkbox:checked ~ * .skrubview-constant-column { display: none; } -#report_46f3350c.skrubview-report #report_46f3350c-collapse-const-columns-checkbox:not(:checked) ~ * .skrubview-constant-columns-summary{ +#report_01ecd1a7.skrubview-report #report_01ecd1a7-collapse-const-columns-checkbox:not(:checked) ~ * .skrubview-constant-columns-summary{ display: none; } -#report_46f3350c.skrubview-report .skrubview-constant-columns-summary:not(:has(dt:not([data-is-excluded-by-filter]))){ +#report_01ecd1a7.skrubview-report .skrubview-constant-columns-summary:not(:has(dt:not([data-is-excluded-by-filter]))){ display: none; } -#report_46f3350c.skrubview-report .skrubview-top-bar .skrubview-box { +#report_01ecd1a7.skrubview-report .skrubview-top-bar .skrubview-box { flex-grow: 1; max-width: 55rem; } @@ -775,7 +775,7 @@ -

+

Medical charge

@@ -785,22 +785,22 @@

Medical charge

- - + + - +
- - @@ -841,7 +841,7 @@

Medical charge

-
+
@@ -851,8 +851,8 @@

Medical charge

-
- @@ -864,23 +864,23 @@

Medical charge

-

-            
+            

+            
         
-
+
Click on a table cell below to display more information about its column.
-

Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries Employee salaries

- 9228 rows ✕ 8 columns. + 9228 rows ✕ 8 columns.

@@ -2196,7 +2196,7 @@

Employee salaries

-
+

gender @@ -2226,14 +2226,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -2243,26 +2243,26 @@

M
- +
F
- +
@@ -2271,13 +2271,13 @@

['M', 'F']
- +

@@ -2290,7 +2290,7 @@

-
+

department @@ -2320,14 +2320,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -2337,130 +2337,130 @@

POL
- +
HHS
- +
FRS
- +
DOT
- +
COR
- +
DLC
- +
DGS
- +
LIB
- +
DPS
- +
SHF
- +
@@ -2469,13 +2469,13 @@

['POL', 'HHS', 'FRS', 'DOT', 'COR', 'DLC', 'DGS', 'LIB', 'DPS', 'SHF']
- +

@@ -2488,7 +2488,7 @@

-
+

department_name @@ -2518,14 +2518,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -2535,130 +2535,130 @@

Department of Police
- +
Department of Health and Human Services
- +
Fire and Rescue Services
- +
Department of Transportation
- +
Correction and Rehabilitation
- +
Department of Liquor Control
- +
Department of General Services
- +
Department of Public Libraries
- +
Department of Permitting Services
- +
Sheriff's Office
- +
@@ -2667,13 +2667,13 @@

['Department of Police', 'Department of Health and Human Services', 'Fire and Rescue Services', 'Department of Transportation', 'Correction and Rehabilitation', 'Department of Liquor Control', 'Department of General Services', 'Department of Public Libraries', 'Department of Permitting Services', "Sheriff's Office"]
- +

@@ -2686,7 +2686,7 @@

-
+

division @@ -2716,14 +2716,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -2733,130 +2733,130 @@

School Health Services
- +
Transit Silver Spring Ride On
- +
Transit Gaithersburg Ride On
- +
Highway Services
- +
Child Welfare Services
- +
FSB Traffic Division School Safety Section
- +
Income Supports
- +
PSB 3rd District Patrol
- +
PSB 4th District Patrol
- +
Transit Nicholson Ride On
- +
@@ -2865,13 +2865,13 @@

['School Health Services', 'Transit Silver Spring Ride On', 'Transit Gaithersburg Ride On', 'Highway Services', 'Child Welfare Services', 'FSB Traffic Division School Safety Section', 'Income Supports', 'PSB 3rd District Patrol', 'PSB 4th District Patrol', 'Transit Nicholson Ride On']
- +

@@ -2884,7 +2884,7 @@

-
+

assignment_category @@ -2914,14 +2914,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -2931,26 +2931,26 @@

Fulltime-Regular
- +
Parttime-Regular
- +
@@ -2959,13 +2959,13 @@

['Fulltime-Regular', 'Parttime-Regular']
- +

@@ -2978,7 +2978,7 @@

-
+

employee_position_title @@ -3008,14 +3008,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -3025,130 +3025,130 @@

Bus Operator
- +
Police Officer III
- +
Firefighter/Rescuer III
- +
Manager III
- +
Firefighter/Rescuer II
- +
Master Firefighter/Rescuer
- +
Office Services Coordinator
- +
School Health Room Technician I
- +
Police Officer II
- +
Community Health Nurse II
- +
@@ -3157,13 +3157,13 @@

['Bus Operator', 'Police Officer III', 'Firefighter/Rescuer III', 'Manager III', 'Firefighter/Rescuer II', 'Master Firefighter/Rescuer', 'Office Services Coordinator', 'School Health Room Technician I', 'Police Officer II', 'Community Health Nurse II']
- +

@@ -3176,7 +3176,7 @@

-
+

date_first_hired @@ -3206,14 +3206,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -3223,130 +3223,130 @@

12/12/2016
- +
01/14/2013
- +
02/24/2014
- +
03/10/2014
- +
08/12/2013
- +
09/22/2014
- +
10/06/2014
- +
03/19/2007
- +
07/29/2013
- +
07/16/2012
- +
@@ -3355,13 +3355,13 @@

['12/12/2016', '01/14/2013', '02/24/2014', '03/10/2014', '08/12/2013', '09/22/2014', '10/06/2014', '03/19/2007', '07/29/2013', '07/16/2012']
- +

@@ -3374,7 +3374,7 @@

-
+

year_first_hired @@ -3413,7 +3413,7 @@

- histogram_plot + histogram_plot
@@ -3434,7 +3434,7 @@

-
+
@@ -3442,25 +3442,25 @@

-

-        
+        

+        
         
- - + +
-
+

gender

- + ObjectDType
@@ -3486,14 +3486,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -3503,26 +3503,26 @@

M
- +
F
- +
@@ -3531,13 +3531,13 @@

['M', 'F']
- +

@@ -3550,13 +3550,13 @@

-
+

department

- + ObjectDType
@@ -3582,14 +3582,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -3599,130 +3599,130 @@

POL
- +
HHS
- +
FRS
- +
DOT
- +
COR
- +
DLC
- +
DGS
- +
LIB
- +
DPS
- +
SHF
- +
@@ -3731,13 +3731,13 @@

['POL', 'HHS', 'FRS', 'DOT', 'COR', 'DLC', 'DGS', 'LIB', 'DPS', 'SHF']
- +

@@ -3750,13 +3750,13 @@

-
+

department_name

- + ObjectDType
@@ -3782,14 +3782,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -3799,130 +3799,130 @@

Department of Police
- +
Department of Health and Human Services
- +
Fire and Rescue Services
- +
Department of Transportation
- +
Correction and Rehabilitation
- +
Department of Liquor Control
- +
Department of General Services
- +
Department of Public Libraries
- +
Department of Permitting Services
- +
Sheriff's Office
- +
@@ -3931,13 +3931,13 @@

['Department of Police', 'Department of Health and Human Services', 'Fire and Rescue Services', 'Department of Transportation', 'Correction and Rehabilitation', 'Department of Liquor Control', 'Department of General Services', 'Department of Public Libraries', 'Department of Permitting Services', "Sheriff's Office"]
- +

@@ -3950,13 +3950,13 @@

-
+

division

- + ObjectDType
@@ -3982,14 +3982,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -3999,130 +3999,130 @@

School Health Services
- +
Transit Silver Spring Ride On
- +
Transit Gaithersburg Ride On
- +
Highway Services
- +
Child Welfare Services
- +
FSB Traffic Division School Safety Section
- +
Income Supports
- +
PSB 3rd District Patrol
- +
PSB 4th District Patrol
- +
Transit Nicholson Ride On
- +
@@ -4131,13 +4131,13 @@

['School Health Services', 'Transit Silver Spring Ride On', 'Transit Gaithersburg Ride On', 'Highway Services', 'Child Welfare Services', 'FSB Traffic Division School Safety Section', 'Income Supports', 'PSB 3rd District Patrol', 'PSB 4th District Patrol', 'Transit Nicholson Ride On']
- +

@@ -4150,13 +4150,13 @@

-
+

assignment_category

- + ObjectDType
@@ -4182,14 +4182,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -4199,26 +4199,26 @@

Fulltime-Regular
- +
Parttime-Regular
- +
@@ -4227,13 +4227,13 @@

['Fulltime-Regular', 'Parttime-Regular']
- +

@@ -4246,13 +4246,13 @@

-
+

employee_position_title

- + ObjectDType
@@ -4278,14 +4278,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -4295,130 +4295,130 @@

Bus Operator
- +
Police Officer III
- +
Firefighter/Rescuer III
- +
Manager III
- +
Firefighter/Rescuer II
- +
Master Firefighter/Rescuer
- +
Office Services Coordinator
- +
School Health Room Technician I
- +
Police Officer II
- +
Community Health Nurse II
- +
@@ -4427,13 +4427,13 @@

['Bus Operator', 'Police Officer III', 'Firefighter/Rescuer III', 'Manager III', 'Firefighter/Rescuer II', 'Master Firefighter/Rescuer', 'Office Services Coordinator', 'School Health Room Technician I', 'Police Officer II', 'Community Health Nurse II']
- +

@@ -4446,13 +4446,13 @@

-
+

date_first_hired

- + ObjectDType
@@ -4478,14 +4478,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -4495,130 +4495,130 @@

12/12/2016
- +
01/14/2013
- +
02/24/2014
- +
03/10/2014
- +
08/12/2013
- +
09/22/2014
- +
10/06/2014
- +
03/19/2007
- +
07/29/2013
- +
07/16/2012
- +
@@ -4627,13 +4627,13 @@

['12/12/2016', '01/14/2013', '02/24/2014', '03/10/2014', '08/12/2013', '09/22/2014', '10/06/2014', '03/19/2007', '07/29/2013', '07/16/2012']
- +

@@ -4646,13 +4646,13 @@

-
+

year_first_hired

- + Int64DType
@@ -4687,7 +4687,7 @@

- histogram_plot + histogram_plot
@@ -4707,7 +4707,7 @@

-
+
@@ -4743,7 +4743,7 @@

assignment_category - 0.612 + 0.589
employee_position_title - 0.509 + 0.488
employee_position_title - 0.430 + 0.434
employee_position_title - 0.412 + 0.416
employee_position_title - 0.412 + 0.416 +
departmentassignment_category + 0.410
assignment_category - 0.401 + 0.410
departmentassignment_categorydivision - 0.401 + 0.375
gender department_namedivision - 0.387 + 0.375
department - 0.387 + 0.373
gender department_namedivision - 0.369 + 0.373
departmentdivisiongenderemployee_position_title - 0.369 + 0.288
gender employee_position_titledate_first_hired - 0.284 + 0.271
assignment_category - 0.260 + 0.263
division - 0.250 -
employee_position_titledate_first_hired - 0.246 + 0.255
+
@@ -938,10 +938,10 @@

Medical charge

@@ -5623,16 +5623,16 @@

- - + + @@ -5641,16 +5641,7 @@

- - - - - - @@ -5659,16 +5650,7 @@

- - - - - - @@ -5677,34 +5659,34 @@

- + - + - + @@ -5713,7 +5695,7 @@

@@ -5722,7 +5704,7 @@

@@ -5733,9 +5715,9 @@

@@ -5743,7 +5725,7 @@

- Report generated in 1.32 seconds by + Report generated in 1.31 seconds by skrubview.

Back to homepage diff --git a/reports/titanic.html b/reports/titanic.html index a1fc1ce..ef73b16 100644 --- a/reports/titanic.html +++ b/reports/titanic.html @@ -51,120 +51,120 @@ --skrubview-lightg: #f0f0f0; } -#report_cc9f2499 button { +#report_14c54b33 button { cursor: pointer; } -#report_cc9f2499.skrubview-report summary > * { +#report_14c54b33.skrubview-report summary > * { display: inline; } -#report_cc9f2499.skrubview-report p { +#report_14c54b33.skrubview-report p { margin-block-start: var(--skrubview-tiny); margin-block-end: var(--skrubview-tiny); } -#report_cc9f2499.skrubview-report code { +#report_14c54b33.skrubview-report code { overflow-wrap: anywhere; } -#report_cc9f2499.skrubview-report pre { +#report_14c54b33.skrubview-report pre { margin: 0; } -#report_cc9f2499.skrubview-report .skrubview-margin-r-s { +#report_14c54b33.skrubview-report .skrubview-margin-r-s { margin-inline-end: var(--skrubview-small); } -#report_cc9f2499.skrubview-report .skrubview-margin-r-t { +#report_14c54b33.skrubview-report .skrubview-margin-r-t { margin-inline-end: var(--skrubview-tiny); } -#report_cc9f2499.skrubview-report .skrubview-margin-v-t { +#report_14c54b33.skrubview-report .skrubview-margin-v-t { margin-block-start: var(--skrubview-tiny); margin-block-end: var(--skrubview-tiny); } -#report_cc9f2499.skrubview-report :is(td, th) { +#report_14c54b33.skrubview-report :is(td, th) { padding: var(--skrubview-tiny); } -#report_cc9f2499.skrubview-report dl { +#report_14c54b33.skrubview-report dl { display: grid; grid-template-columns: max-content auto; column-gap: var(--skrubview-tiny); margin: 0; } -#report_cc9f2499.skrubview-report dt { +#report_14c54b33.skrubview-report dt { grid-column-start: 1; font-weight: bold; justify-self: end; } -#report_cc9f2499.skrubview-report dt::after { +#report_14c54b33.skrubview-report dt::after { content: ":"; } -#report_cc9f2499.skrubview-report dd { +#report_14c54b33.skrubview-report dd { grid-column-start: 2; justify-self: start; margin: 0; } -#report_cc9f2499.skrubview-report table caption { +#report_14c54b33.skrubview-report table caption { padding: 0; font: inherit; } -#report_cc9f2499.skrubview-report :is(td, th) { +#report_14c54b33.skrubview-report :is(td, th) { white-space: nowrap; } -#report_cc9f2499.skrubview-report .skrubview-horizontal-scroll { +#report_14c54b33.skrubview-report .skrubview-horizontal-scroll { overflow-x: auto; } -#report_cc9f2499.skrubview-report .skrubview-select-all { +#report_14c54b33.skrubview-report .skrubview-select-all { user-select: all; } -#report_cc9f2499.skrubview-report .skrubview-select-none { +#report_14c54b33.skrubview-report .skrubview-select-none { user-select: none; } -#report_cc9f2499.skrubview-report .skrubview-wrapper { +#report_14c54b33.skrubview-report .skrubview-wrapper { padding-inline-start: var(--skrubview-small); padding-inline-end: var(--skrubview-small); padding-block-end: var(--skrubview-tiny); } -#report_cc9f2499.skrubview-report .skrubview-wrapper-vert { +#report_14c54b33.skrubview-report .skrubview-wrapper-vert { padding-block-end: var(--skrubview-tiny); } -#report_cc9f2499.skrubview-report .skrubview-wrapper-vert-l { +#report_14c54b33.skrubview-report .skrubview-wrapper-vert-l { padding-block-start: var(--skrubview-large); padding-block-end: var(--skrubview-huge); } -#report_cc9f2499.skrubview-report .skrubview-text { +#report_14c54b33.skrubview-report .skrubview-text { max-width: var(--skrubview-max-content-width); } -#report_cc9f2499.skrubview-report .skrubview-shrink { +#report_14c54b33.skrubview-report .skrubview-shrink { display: flex; } -#report_cc9f2499.skrubview-report .skrubview-shrink > * { +#report_14c54b33.skrubview-report .skrubview-shrink > * { width: 0; flex-grow: 1; } -#report_cc9f2499.skrubview-report .skrubview-copybutton-grid { +#report_14c54b33.skrubview-report .skrubview-copybutton-grid { display: flex; flex-direction: column; gap: var(--skrubview-tiny); @@ -174,44 +174,44 @@ -#report_cc9f2499.skrubview-report .skrubview-grid-separator { +#report_14c54b33.skrubview-report .skrubview-grid-separator { grid-column: 1/-1; justify-self: left; } -#report_cc9f2499.skrubview-report .skrubview-flex { +#report_14c54b33.skrubview-report .skrubview-flex { display: flex; gap: var(--skrubview-tiny); align-items: center; } -#report_cc9f2499.skrubview-report .skrubview-flex-wrap { +#report_14c54b33.skrubview-report .skrubview-flex-wrap { flex-wrap: wrap; padding-block-start: var(--skrubview-tiny); padding-block-end: var(--skrubview-tiny); } -#report_cc9f2499.skrubview-report .skrubview-flex-wrap > * { +#report_14c54b33.skrubview-report .skrubview-flex-wrap > * { margin: 0; } -#report_cc9f2499.skrubview-report .skrubview-ellided { +#report_14c54b33.skrubview-report .skrubview-ellided { max-width: 100ch; overflow: hidden; white-space: nowrap; text-overflow: ellipsis; } -#report_cc9f2499.skrubview-report .skrubview-ellided-short { +#report_14c54b33.skrubview-report .skrubview-ellided-short { max-width: 30ch; overflow: hidden; white-space: nowrap; text-overflow: ellipsis; } -#report_cc9f2499.skrubview-report .skrubview-card { +#report_14c54b33.skrubview-report .skrubview-card { padding: 0; margin: 0.75rem; border-radius: var(--skrubview-radius); @@ -219,7 +219,7 @@ min-width: min-content; } -#report_cc9f2499.skrubview-report .skrubview-card-header { +#report_14c54b33.skrubview-report .skrubview-card-header { border-radius: var(--skrubview-radius) var(--skrubview-radius) 0 0; display: flex; @@ -231,27 +231,27 @@ border-block-end: 1px solid var(--skrubview-mediumg); } -#report_cc9f2499.skrubview-report .skrubview-columns-in-sample-tab .skrubview-card-header { +#report_14c54b33.skrubview-report .skrubview-columns-in-sample-tab .skrubview-card-header { background-color: var(--skrubview-darkgreen); border-block-end: 1px solid var(--skrubview-verydarkgreen); } -#report_cc9f2499.skrubview-report .skrubview-card-header { +#report_14c54b33.skrubview-report .skrubview-card-header { --checkbox-margin: var(--skrubview-tiny); } -#report_cc9f2499.skrubview-report .skrubview-card-header > * { +#report_14c54b33.skrubview-report .skrubview-card-header > * { margin-block-start: 0; margin-block-end: 0; font-size: var(--skrubview-large); } -#report_cc9f2499.skrubview-report .skrubview-dataframe-summary { +#report_14c54b33.skrubview-report .skrubview-dataframe-summary { --skrubview-max-content-width: 100rem; font-size: var(--skrubview-large); } -#report_cc9f2499.skrubview-report .skrubview-box { +#report_14c54b33.skrubview-report .skrubview-box { display: flex; justify-content: space-between; align-items: stretch; @@ -263,22 +263,22 @@ min-height: 1.8rem; } -#report_cc9f2499.skrubview-report .skrubview-box pre { +#report_14c54b33.skrubview-report .skrubview-box pre { overflow-x: auto; padding: var(--skrubview-tiny); flex-grow: 1; white-space: pre; } -#report_cc9f2499.skrubview-report .skrubview-table-value-box { +#report_14c54b33.skrubview-report .skrubview-table-value-box { max-width: 100%; } -#report_cc9f2499.skrubview-report *[data-shows-placeholder] { +#report_14c54b33.skrubview-report *[data-shows-placeholder] { color: #777777; } -#report_cc9f2499.skrubview-report .skrubview-copybutton { +#report_14c54b33.skrubview-report .skrubview-copybutton { margin-left: -2rem; min-width: 2rem; display: none; @@ -289,47 +289,47 @@ background: rgba(0, 0, 0, 0); } -#report_cc9f2499.skrubview-report .skrubview-box:hover .skrubview-copybutton { +#report_14c54b33.skrubview-report .skrubview-box:hover .skrubview-copybutton { display: inline; background: var(--skrubview-lightg); } -#report_cc9f2499.skrubview-report:hover .skrubview-copybutton:hover { +#report_14c54b33.skrubview-report:hover .skrubview-copybutton:hover { display: inline; background: var(--skrubview-mediumg); } -#report_cc9f2499.skrubview-report .skrubview-table-cell { +#report_14c54b33.skrubview-report .skrubview-table-cell { cursor: pointer; } -#report_cc9f2499.skrubview-report th[data-is-in-selected-column] { +#report_14c54b33.skrubview-report th[data-is-in-selected-column] { background-color: var(--skrubview-darkgreen); } -#report_cc9f2499.skrubview-report tr:nth-child(2n -1) .skrubview-table-cell[data-is-in-selected-column] { +#report_14c54b33.skrubview-report tr:nth-child(2n -1) .skrubview-table-cell[data-is-in-selected-column] { background-color: var(--skrubview-mediumgreen); } -#report_cc9f2499.skrubview-report .skrubview-table-cell[data-is-in-selected-column] { +#report_14c54b33.skrubview-report .skrubview-table-cell[data-is-in-selected-column] { background-color: var(--skrubview-lightgreen); } -#report_cc9f2499.skrubview-report tr:nth-child(2n -1) .skrubview-table-cell[data-is-selected] { +#report_14c54b33.skrubview-report tr:nth-child(2n -1) .skrubview-table-cell[data-is-selected] { background-color: var(--skrubview-yellowish); border: 1px solid black; } -#report_cc9f2499.skrubview-report .skrubview-table-cell[data-is-selected] { +#report_14c54b33.skrubview-report .skrubview-table-cell[data-is-selected] { background-color: var(--skrubview-yellowish); border: 1px solid black; } -#report_cc9f2499.skrubview-report .skrubview-ellided-table-part { +#report_14c54b33.skrubview-report .skrubview-ellided-table-part { border: 1px solid white; text-align: center; border-top: 0; @@ -338,78 +338,78 @@ } -#report_cc9f2499.skrubview-report :is(.skrubview-ok, .skrubview-warning, .skrubview-critical) { +#report_14c54b33.skrubview-report :is(.skrubview-ok, .skrubview-warning, .skrubview-critical) { font-weight: bold; } -#report_cc9f2499.skrubview-report .skrubview-ok { +#report_14c54b33.skrubview-report .skrubview-ok { color: green; } -#report_cc9f2499.skrubview-report .skrubview-warning { +#report_14c54b33.skrubview-report .skrubview-warning { color: #ff6600; } -#report_cc9f2499.skrubview-report .skrubview-critical { +#report_14c54b33.skrubview-report .skrubview-critical { color: red; } -#report_cc9f2499.skrubview-report .skrubview-pseudocolumn { +#report_14c54b33.skrubview-report .skrubview-pseudocolumn { --header-color: #ffffff; } -#report_cc9f2499.skrubview-report *[data-is-being-copied]{ +#report_14c54b33.skrubview-report *[data-is-being-copied]{ color: white; background-color: #4c72b0; } -#report_cc9f2499.skrubview-report .skrubview-select-displayed-siblings ~ [data-option-value]:not([data-is-selected]) { +#report_14c54b33.skrubview-report .skrubview-select-displayed-siblings ~ [data-option-value]:not([data-is-selected]) { display: none; } -#report_cc9f2499.skrubview-report .skrubview-filterable-column[data-is-excluded-by-filter] { +#report_14c54b33.skrubview-report .skrubview-filterable-column[data-is-excluded-by-filter] { display: none; } -#report_cc9f2499.skrubview-report .skrubview-if-else[data-predicate="false"] > :first-child{ +#report_14c54b33.skrubview-report .skrubview-if-else[data-predicate="false"] > :first-child{ display: none; } -#report_cc9f2499.skrubview-report .skrubview-if-else[data-predicate="true"] > :last-child{ +#report_14c54b33.skrubview-report .skrubview-if-else[data-predicate="true"] > :last-child{ display: none; } -#report_cc9f2499.skrubview-report .skrubview-announcement { +#report_14c54b33.skrubview-report .skrubview-announcement { font-size: var(--skrubview-large); padding-block-start: var(--skrubview-huge); padding-block-end: var(--skrubview-huge); } -#report_cc9f2499.skrubview-report .skrubview-important-note { +#report_14c54b33.skrubview-report .skrubview-important-note { background-color: var(--skrubview-lightgreen); padding: var(--skrubview-small); border-radius: var(--skrubview-radius); margin-top: var(--skrubview-tiny); margin-bottom: var(--skrubview-small); } -#report_cc9f2499.skrubview-report .skrubview-tab { +#report_14c54b33.skrubview-report .skrubview-tab { display: none; } -#report_cc9f2499.skrubview-report .skrubview-tabset-buttons { +#report_14c54b33.skrubview-report .skrubview-tabset-buttons { display: flex; column-gap: var(--skrubview-tiny); padding-left: var(--skrubview-tiny); padding-right: var(--skrubview-tiny); } -#report_cc9f2499.skrubview-report .skrubview-tab[data-is-displayed] { +#report_14c54b33.skrubview-report .skrubview-tab[data-is-displayed] { display: block; border-top: 1px solid var(--skrubview-darkg); padding-top: var(--skrubview-tiny); } -#report_cc9f2499.skrubview-report .skrubview-tabset-buttons button { +#report_14c54b33.skrubview-report .skrubview-tabset-buttons button { border: none; padding: var(--skrubview-tiny); font-size: var(--skrubview-small); @@ -417,13 +417,13 @@ border-radius: var(--skrubview-radius) var(--skrubview-radius) 0 0; } -#report_cc9f2499.skrubview-report .skrubview-tabset-buttons button:hover { +#report_14c54b33.skrubview-report .skrubview-tabset-buttons button:hover { background-color: var(--skrubview-mediumg); } -#report_cc9f2499.skrubview-report .skrubview-tabset-buttons button[data-is-selected] { +#report_14c54b33.skrubview-report .skrubview-tabset-buttons button[data-is-selected] { border-top: 1px solid var(--skrubview-darkg); border-left: 1px solid var(--skrubview-darkg); border-right: 1px solid var(--skrubview-darkg); @@ -432,15 +432,15 @@ background-color: white; } -#report_cc9f2499.skrubview-report .skrubview-tabset-buttons button[data-has-warning] { +#report_14c54b33.skrubview-report .skrubview-tabset-buttons button[data-has-warning] { color: red; } -#report_cc9f2499.skrubview-report .skrubview-tabset-buttons button[data-has-warning]::before { +#report_14c54b33.skrubview-report .skrubview-tabset-buttons button[data-has-warning]::before { content: "⚠️ "; } -#report_cc9f2499.skrubview-report .skrubview-flex-reverse { +#report_14c54b33.skrubview-report .skrubview-flex-reverse { display: flex; justify-content: space-between; flex-wrap: wrap-reverse; @@ -448,12 +448,12 @@ -#report_cc9f2499.skrubview-report .skrubview-float-end { +#report_14c54b33.skrubview-report .skrubview-float-end { margin-inline-start: auto; padding-inline-start: var(--skrubview-tiny); } -#report_cc9f2499.skrubview-report .skrubview-column-summary-group { +#report_14c54b33.skrubview-report .skrubview-column-summary-group { display: flex; flex-direction: column; gap: var(--skrubview-small); @@ -464,21 +464,21 @@ max-width: max-content; } -#report_cc9f2499.skrubview-report .skrubview-column-summary-group > * { +#report_14c54b33.skrubview-report .skrubview-column-summary-group > * { margin: 0; } -#report_cc9f2499.skrubview-report .skrubview-column-summary-group.skrubview-columns-in-sample-tab > .skrubview-column-summary:not([data-is-selected-in-table]) { +#report_14c54b33.skrubview-report .skrubview-column-summary-group.skrubview-columns-in-sample-tab > .skrubview-column-summary:not([data-is-selected-in-table]) { display: none; } -#report_cc9f2499.skrubview-report .skrubview-column-summary-content { +#report_14c54b33.skrubview-report .skrubview-column-summary-content { display: flex; flex-direction: column; } @media screen and (min-width: 60rem) { - #report_cc9f2499.skrubview-report .skrubview-column-summary-group { + #report_14c54b33.skrubview-report .skrubview-column-summary-group { display: flex; flex-direction: row; flex-wrap: wrap; @@ -488,18 +488,18 @@ } -#report_cc9f2499.skrubview-report #report_cc9f2499-collapse-const-columns-checkbox:checked ~ * .skrubview-constant-column { +#report_14c54b33.skrubview-report #report_14c54b33-collapse-const-columns-checkbox:checked ~ * .skrubview-constant-column { display: none; } -#report_cc9f2499.skrubview-report #report_cc9f2499-collapse-const-columns-checkbox:not(:checked) ~ * .skrubview-constant-columns-summary{ +#report_14c54b33.skrubview-report #report_14c54b33-collapse-const-columns-checkbox:not(:checked) ~ * .skrubview-constant-columns-summary{ display: none; } -#report_cc9f2499.skrubview-report .skrubview-constant-columns-summary:not(:has(dt:not([data-is-excluded-by-filter]))){ +#report_14c54b33.skrubview-report .skrubview-constant-columns-summary:not(:has(dt:not([data-is-excluded-by-filter]))){ display: none; } -#report_cc9f2499.skrubview-report .skrubview-top-bar .skrubview-box { +#report_14c54b33.skrubview-report .skrubview-top-bar .skrubview-box { flex-grow: 1; max-width: 55rem; } @@ -775,7 +775,7 @@ -

+

Titanic

@@ -785,22 +785,22 @@

Titanic

- - + + - +
- - @@ -841,7 +841,7 @@

Titanic

-
+
@@ -851,8 +851,8 @@

Titanic

-
- @@ -864,23 +864,23 @@

Titanic

-

-            
+            

+            
         
-
+
Click on a table cell below to display more information about its column.
-

Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge Medical charge

- 163065 rows ✕ 11 columns. + 163065 rows ✕ 11 columns.

@@ -2667,7 +2667,7 @@

Medical charge

-
+

DRG_Definition @@ -2697,14 +2697,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -2714,130 +2714,130 @@

194 - SIMPLE PNEUMONIA & PLEURISY W CC
- +
690 - KIDNEY & URINARY TRACT INFECTIONS W/O MCC
- +
292 - HEART FAILURE & SHOCK W CC
- +
392 - ESOPHAGITIS, GASTROENT & MISC DIGEST DISORDERS W/O MCC
- +
641 - MISC DISORDERS OF NUTRITION,METABOLISM,FLUIDS/ELECTROLYTES W/O MCC
- +
871 - SEPTICEMIA OR SEVERE SEPSIS W/O MV 96+ HOURS W MCC
- +
603 - CELLULITIS W/O MCC
- +
470 - MAJOR JOINT REPLACEMENT OR REATTACHMENT OF LOWER EXTREMITY W/O MCC
- +
191 - CHRONIC OBSTRUCTIVE PULMONARY DISEASE W CC
- +
190 - CHRONIC OBSTRUCTIVE PULMONARY DISEASE W MCC
- +
@@ -2846,13 +2846,13 @@

['194 - SIMPLE PNEUMONIA & PLEURISY W CC', '690 - KIDNEY & URINARY TRACT INFECTIONS W/O MCC', '292 - HEART FAILURE & SHOCK W CC', '392 - ESOPHAGITIS, GASTROENT & MISC DIGEST DISORDERS W/O MCC', '641 - MISC DISORDERS OF NUTRITION,METABOLISM,FLUIDS/ELECTROLYTES W/O MCC', '871 - SEPTICEMIA OR SEVERE SEPSIS W/O MV 96+ HOURS W MCC', '603 - CELLULITIS W/O MCC', '470 - MAJOR JOINT REPLACEMENT OR REATTACHMENT OF LOWER EXTREMITY W/O MCC', '191 - CHRONIC OBSTRUCTIVE PULMONARY DISEASE W CC', '190 - CHRONIC OBSTRUCTIVE PULMONARY DISEASE W MCC']
- +

@@ -2865,7 +2865,7 @@

-
+

Provider_Id @@ -2904,7 +2904,7 @@

- histogram_plot + histogram_plot
@@ -2913,7 +2913,7 @@

-
+

Provider_Name @@ -2943,14 +2943,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -2960,130 +2960,130 @@

GOOD SAMARITAN HOSPITAL
- +
ST JOSEPH MEDICAL CENTER
- +
MERCY MEDICAL CENTER
- +
MERCY HOSPITAL
- +
ST JOSEPH HOSPITAL
- +
ST FRANCIS MEDICAL CENTER
- +
ST MARY MEDICAL CENTER
- +
ST LUKES HOSPITAL
- +
ST FRANCIS HOSPITAL
- +
JEFFERSON REGIONAL MEDICAL CENTER
- +
@@ -3092,13 +3092,13 @@

['GOOD SAMARITAN HOSPITAL', 'ST JOSEPH MEDICAL CENTER', 'MERCY MEDICAL CENTER', 'MERCY HOSPITAL', 'ST JOSEPH HOSPITAL', 'ST FRANCIS MEDICAL CENTER', 'ST MARY MEDICAL CENTER', 'ST LUKES HOSPITAL', 'ST FRANCIS HOSPITAL', 'JEFFERSON REGIONAL MEDICAL CENTER']
- +

@@ -3111,7 +3111,7 @@

-
+

Provider_Street_Address @@ -3141,14 +3141,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -3158,130 +3158,130 @@

100 MEDICAL CENTER DRIVE
- +
800 WASHINGTON STREET
- +
1 MEDICAL CENTER DRIVE
- +
100 HOSPITAL DRIVE
- +
110 IRVING ST NW
- +
9601 INTERSTATE 630, EXIT 7
- +
55 LAKE AVENUE NORTH
- +
18101 OAKWOOD BLVD
- +
330 BROOKLINE AVENUE
- +
55 FRUIT STREET
- +
@@ -3290,13 +3290,13 @@

['100 MEDICAL CENTER DRIVE', '800 WASHINGTON STREET', '1 MEDICAL CENTER DRIVE', '100 HOSPITAL DRIVE', '110 IRVING ST NW', '9601 INTERSTATE 630, EXIT 7', '55 LAKE AVENUE NORTH', '18101 OAKWOOD BLVD', '330 BROOKLINE AVENUE', '55 FRUIT STREET']
- +

@@ -3309,7 +3309,7 @@

-
+

Provider_City @@ -3339,14 +3339,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -3356,130 +3356,130 @@

CHICAGO
- +
BALTIMORE
- +
HOUSTON
- +
PHILADELPHIA
- +
BROOKLYN
- +
SPRINGFIELD
- +
COLUMBUS
- +
LOS ANGELES
- +
NEW YORK
- +
DALLAS
- +
@@ -3488,13 +3488,13 @@

['CHICAGO', 'BALTIMORE', 'HOUSTON', 'PHILADELPHIA', 'BROOKLYN', 'SPRINGFIELD', 'COLUMBUS', 'LOS ANGELES', 'NEW YORK', 'DALLAS']
- +

@@ -3507,7 +3507,7 @@

-
+

Provider_State @@ -3537,14 +3537,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -3554,130 +3554,130 @@

CA
- +
TX
- +
FL
- +
NY
- +
IL
- +
PA
- +
OH
- +
MI
- +
NC
- +
GA
- +
@@ -3686,13 +3686,13 @@

['CA', 'TX', 'FL', 'NY', 'IL', 'PA', 'OH', 'MI', 'NC', 'GA']
- +

@@ -3705,7 +3705,7 @@

-
+

Provider_Zip_Code @@ -3744,7 +3744,7 @@

- histogram_plot + histogram_plot
@@ -3753,7 +3753,7 @@

-
+

Hospital_Referral_Region_(HRR)_Description @@ -3783,14 +3783,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -3800,130 +3800,130 @@

CA - Los Angeles
- +
MA - Boston
- +
GA - Atlanta
- +
TX - Houston
- +
PA - Philadelphia
- +
TX - Dallas
- +
MO - St. Louis
- +
NY - East Long Island
- +
FL - Orlando
- +
TN - Nashville
- +
@@ -3932,13 +3932,13 @@

['CA - Los Angeles', 'MA - Boston', 'GA - Atlanta', 'TX - Houston', 'PA - Philadelphia', 'TX - Dallas', 'MO - St. Louis', 'NY - East Long Island', 'FL - Orlando', 'TN - Nashville']
- +

@@ -3951,7 +3951,7 @@

-
+

Total_Discharges @@ -3990,7 +3990,7 @@

- histogram_plot + histogram_plot
@@ -3999,7 +3999,7 @@

-
+

Average_Covered_Charges @@ -4038,7 +4038,7 @@

- histogram_plot + histogram_plot
@@ -4047,7 +4047,7 @@

-
+

Average_Medicare_Payments @@ -4086,7 +4086,7 @@

- histogram_plot + histogram_plot
@@ -4107,7 +4107,7 @@

-
+
@@ -4115,25 +4115,25 @@

-

-        
+        

+        
         
- - + +
-
+

DRG_Definition

- + ObjectDType
@@ -4159,14 +4159,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -4176,130 +4176,130 @@

194 - SIMPLE PNEUMONIA & PLEURISY W CC
- +
690 - KIDNEY & URINARY TRACT INFECTIONS W/O MCC
- +
292 - HEART FAILURE & SHOCK W CC
- +
392 - ESOPHAGITIS, GASTROENT & MISC DIGEST DISORDERS W/O MCC
- +
641 - MISC DISORDERS OF NUTRITION,METABOLISM,FLUIDS/ELECTROLYTES W/O MCC
- +
871 - SEPTICEMIA OR SEVERE SEPSIS W/O MV 96+ HOURS W MCC
- +
603 - CELLULITIS W/O MCC
- +
470 - MAJOR JOINT REPLACEMENT OR REATTACHMENT OF LOWER EXTREMITY W/O MCC
- +
191 - CHRONIC OBSTRUCTIVE PULMONARY DISEASE W CC
- +
190 - CHRONIC OBSTRUCTIVE PULMONARY DISEASE W MCC
- +
@@ -4308,13 +4308,13 @@

['194 - SIMPLE PNEUMONIA & PLEURISY W CC', '690 - KIDNEY & URINARY TRACT INFECTIONS W/O MCC', '292 - HEART FAILURE & SHOCK W CC', '392 - ESOPHAGITIS, GASTROENT & MISC DIGEST DISORDERS W/O MCC', '641 - MISC DISORDERS OF NUTRITION,METABOLISM,FLUIDS/ELECTROLYTES W/O MCC', '871 - SEPTICEMIA OR SEVERE SEPSIS W/O MV 96+ HOURS W MCC', '603 - CELLULITIS W/O MCC', '470 - MAJOR JOINT REPLACEMENT OR REATTACHMENT OF LOWER EXTREMITY W/O MCC', '191 - CHRONIC OBSTRUCTIVE PULMONARY DISEASE W CC', '190 - CHRONIC OBSTRUCTIVE PULMONARY DISEASE W MCC']
- +

@@ -4327,13 +4327,13 @@

-
+

Provider_Id

- + Int64DType
@@ -4368,7 +4368,7 @@

- histogram_plot + histogram_plot
@@ -4377,13 +4377,13 @@

-
+

Provider_Name

- + ObjectDType
@@ -4409,14 +4409,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -4426,130 +4426,130 @@

GOOD SAMARITAN HOSPITAL
- +
ST JOSEPH MEDICAL CENTER
- +
MERCY MEDICAL CENTER
- +
MERCY HOSPITAL
- +
ST JOSEPH HOSPITAL
- +
ST FRANCIS MEDICAL CENTER
- +
ST MARY MEDICAL CENTER
- +
ST LUKES HOSPITAL
- +
ST FRANCIS HOSPITAL
- +
JEFFERSON REGIONAL MEDICAL CENTER
- +
@@ -4558,13 +4558,13 @@

['GOOD SAMARITAN HOSPITAL', 'ST JOSEPH MEDICAL CENTER', 'MERCY MEDICAL CENTER', 'MERCY HOSPITAL', 'ST JOSEPH HOSPITAL', 'ST FRANCIS MEDICAL CENTER', 'ST MARY MEDICAL CENTER', 'ST LUKES HOSPITAL', 'ST FRANCIS HOSPITAL', 'JEFFERSON REGIONAL MEDICAL CENTER']
- +

@@ -4577,13 +4577,13 @@

-
+

Provider_Street_Address

- + ObjectDType
@@ -4609,14 +4609,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -4626,130 +4626,130 @@

100 MEDICAL CENTER DRIVE
- +
800 WASHINGTON STREET
- +
1 MEDICAL CENTER DRIVE
- +
100 HOSPITAL DRIVE
- +
110 IRVING ST NW
- +
9601 INTERSTATE 630, EXIT 7
- +
55 LAKE AVENUE NORTH
- +
18101 OAKWOOD BLVD
- +
330 BROOKLINE AVENUE
- +
55 FRUIT STREET
- +
@@ -4758,13 +4758,13 @@

['100 MEDICAL CENTER DRIVE', '800 WASHINGTON STREET', '1 MEDICAL CENTER DRIVE', '100 HOSPITAL DRIVE', '110 IRVING ST NW', '9601 INTERSTATE 630, EXIT 7', '55 LAKE AVENUE NORTH', '18101 OAKWOOD BLVD', '330 BROOKLINE AVENUE', '55 FRUIT STREET']
- +

@@ -4777,13 +4777,13 @@

-
+

Provider_City

- + ObjectDType
@@ -4809,14 +4809,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -4826,130 +4826,130 @@

CHICAGO
- +
BALTIMORE
- +
HOUSTON
- +
PHILADELPHIA
- +
BROOKLYN
- +
SPRINGFIELD
- +
COLUMBUS
- +
LOS ANGELES
- +
NEW YORK
- +
DALLAS
- +
@@ -4958,13 +4958,13 @@

['CHICAGO', 'BALTIMORE', 'HOUSTON', 'PHILADELPHIA', 'BROOKLYN', 'SPRINGFIELD', 'COLUMBUS', 'LOS ANGELES', 'NEW YORK', 'DALLAS']
- +

@@ -4977,13 +4977,13 @@

-
+

Provider_State

- + ObjectDType
@@ -5009,14 +5009,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -5026,130 +5026,130 @@

CA
- +
TX
- +
FL
- +
NY
- +
IL
- +
PA
- +
OH
- +
MI
- +
NC
- +
GA
- +
@@ -5158,13 +5158,13 @@

['CA', 'TX', 'FL', 'NY', 'IL', 'PA', 'OH', 'MI', 'NC', 'GA']
- +

@@ -5177,13 +5177,13 @@

-
+

Provider_Zip_Code

- + Int64DType
@@ -5218,7 +5218,7 @@

- histogram_plot + histogram_plot
@@ -5227,13 +5227,13 @@

-
+

Hospital_Referral_Region_(HRR)_Description

- + ObjectDType
@@ -5259,14 +5259,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -5276,130 +5276,130 @@

CA - Los Angeles
- +
MA - Boston
- +
GA - Atlanta
- +
TX - Houston
- +
PA - Philadelphia
- +
TX - Dallas
- +
MO - St. Louis
- +
NY - East Long Island
- +
FL - Orlando
- +
TN - Nashville
- +
@@ -5408,13 +5408,13 @@

['CA - Los Angeles', 'MA - Boston', 'GA - Atlanta', 'TX - Houston', 'PA - Philadelphia', 'TX - Dallas', 'MO - St. Louis', 'NY - East Long Island', 'FL - Orlando', 'TN - Nashville']
- +

@@ -5427,13 +5427,13 @@

-
+

Total_Discharges

- + Int64DType
@@ -5468,7 +5468,7 @@

- histogram_plot + histogram_plot
@@ -5477,13 +5477,13 @@

-
+

Average_Covered_Charges

- + Float64DType
@@ -5518,7 +5518,7 @@

- histogram_plot + histogram_plot
@@ -5527,13 +5527,13 @@

-
+

Average_Medicare_Payments

- + Float64DType
@@ -5568,7 +5568,7 @@

- histogram_plot + histogram_plot
@@ -5588,7 +5588,7 @@

-
+
@@ -5614,7 +5614,7 @@

Provider_Zip_Code - 0.599 + 0.601
Provider_State - 0.562 + 0.565
Provider_NameProvider_Street_AddressProvider_CityHospital_Referral_Region_(HRR)_Description - 0.556 + 0.435
Average_Medicare_Payments - 0.470 -
Provider_Street_AddressProvider_City - 0.385 + 0.419
Provider_Zip_Code - 0.383 -
Provider_Zip_CodeHospital_Referral_Region_(HRR)_Description - 0.360 + 0.397
Hospital_Referral_Region_(HRR)_Description - 0.354 + 0.389
Provider_IdProvider_Zip_Code Hospital_Referral_Region_(HRR)_Description - 0.297 + 0.376
Provider_CityProvider_Id Hospital_Referral_Region_(HRR)_Description - 0.295 + 0.325
Provider_NameProvider_CityProvider_Street_Address - 0.292 + 0.309
Provider_State - 0.239 + 0.287
Provider_Zip_Code - 0.230 + 0.233
+
@@ -950,10 +950,10 @@

Titanic

Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic Titanic

- 1309 rows ✕ 14 columns. + 1309 rows ✕ 14 columns.

@@ -3135,7 +3135,7 @@

Titanic

-
+

pclass @@ -3174,7 +3174,7 @@

- histogram_plot + histogram_plot
@@ -3183,7 +3183,7 @@

-
+

survived @@ -3213,14 +3213,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -3230,26 +3230,26 @@

0
- +
1
- +
@@ -3258,13 +3258,13 @@

['0', '1']
- +

@@ -3277,7 +3277,7 @@

-
+

name @@ -3307,14 +3307,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -3324,130 +3324,130 @@

Kelly, Mr. James
- +
Connolly, Miss. Kate
- +
Brandeis, Mr. Emil
- +
Andrews, Miss. Kornelia Theodosia
- +
Willey, Mr. Edward
- +
Astor, Mrs. John Jacob (Madeleine Talmadge Force)
- +
Zimmerman, Mr. Leo
- +
Allen, Miss. Elisabeth Walton
- +
Allison, Master. Hudson Trevor
- +
Allison, Miss. Helen Loraine
- +
@@ -3456,13 +3456,13 @@

['Kelly, Mr. James', 'Connolly, Miss. Kate', 'Brandeis, Mr. Emil', 'Andrews, Miss. Kornelia Theodosia', 'Willey, Mr. Edward', 'Astor, Mrs. John Jacob (Madeleine Talmadge Force)', 'Zimmerman, Mr. Leo', 'Allen, Miss. Elisabeth Walton', 'Allison, Master. Hudson Trevor', 'Allison, Miss. Helen Loraine']
- +

@@ -3475,7 +3475,7 @@

-
+

sex @@ -3505,14 +3505,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -3522,26 +3522,26 @@

male
- +
female
- +
@@ -3550,13 +3550,13 @@

['male', 'female']
- +

@@ -3569,7 +3569,7 @@

-
+

age @@ -3608,7 +3608,7 @@

- histogram_plot + histogram_plot
@@ -3617,7 +3617,7 @@

-
+

sibsp @@ -3656,7 +3656,7 @@

- histogram_plot + histogram_plot
@@ -3665,7 +3665,7 @@

-
+

parch @@ -3704,7 +3704,7 @@

- histogram_plot + histogram_plot
@@ -3713,7 +3713,7 @@

-
+

ticket @@ -3743,14 +3743,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -3760,130 +3760,130 @@

CA. 2343
- +
1601
- +
CA 2144
- +
347082
- +
S.O.C. 14879
- +
PC 17608
- +
3101295
- +
347077
- +
347088
- +
19950
- +
@@ -3892,13 +3892,13 @@

['CA. 2343', '1601', 'CA 2144', '347082', 'S.O.C. 14879', 'PC 17608', '3101295', '347077', '347088', '19950']
- +

@@ -3911,7 +3911,7 @@

-
+

fare @@ -3950,7 +3950,7 @@

- histogram_plot + histogram_plot
@@ -3959,7 +3959,7 @@

-
+

cabin @@ -3989,14 +3989,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -4006,130 +4006,130 @@

C23 C25 C27
- +
B57 B59 B63 B66
- +
G6
- +
D
- +
F4
- +
F33
- +
C78
- +
F2
- +
C22 C26
- +
B96 B98
- +
@@ -4138,13 +4138,13 @@

['C23 C25 C27', 'B57 B59 B63 B66', 'G6', 'D', 'F4', 'F33', 'C78', 'F2', 'C22 C26', 'B96 B98']
- +

@@ -4157,7 +4157,7 @@

-
+

embarked @@ -4187,14 +4187,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -4204,39 +4204,39 @@

S
- +
C
- +
Q
- +
@@ -4245,13 +4245,13 @@

['S', 'C', 'Q']
- +

@@ -4264,7 +4264,7 @@

-
+

boat @@ -4294,14 +4294,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -4311,130 +4311,130 @@

13
- +
C
- +
15
- +
14
- +
4
- +
10
- +
5
- +
3
- +
9
- +
11
- +
@@ -4443,13 +4443,13 @@

['13', 'C', '15', '14', '4', '10', '5', '3', '9', '11']
- +

@@ -4462,7 +4462,7 @@

-
+

body @@ -4501,7 +4501,7 @@

- histogram_plot + histogram_plot
@@ -4510,7 +4510,7 @@

-
+

home.dest @@ -4540,14 +4540,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -4557,130 +4557,130 @@

New York, NY
- +
London
- +
Montreal, PQ
- +
Paris, France
- +
Cornwall / Akron, OH
- +
Wiltshire, England Niagara Falls, NY
- +
Winnipeg, MB
- +
Philadelphia, PA
- +
Brooklyn, NY
- +
Belfast
- +
@@ -4689,13 +4689,13 @@

['New York, NY', 'London', 'Montreal, PQ', 'Paris, France', 'Cornwall / Akron, OH', 'Wiltshire, England Niagara Falls, NY', 'Winnipeg, MB', 'Philadelphia, PA', 'Brooklyn, NY', 'Belfast']
- +

@@ -4720,7 +4720,7 @@

-
+
@@ -4728,25 +4728,25 @@

-

-        
+        

+        
         
- - + +
-
+

pclass

- + Int64DType
@@ -4781,7 +4781,7 @@

- histogram_plot + histogram_plot
@@ -4790,13 +4790,13 @@

-
+

survived

- + CategoricalDtype
@@ -4822,14 +4822,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -4839,26 +4839,26 @@

0
- +
1
- +
@@ -4867,13 +4867,13 @@

['0', '1']
- +

@@ -4886,13 +4886,13 @@

-
+

name

- + ObjectDType
@@ -4918,14 +4918,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -4935,130 +4935,130 @@

Kelly, Mr. James
- +
Connolly, Miss. Kate
- +
Brandeis, Mr. Emil
- +
Andrews, Miss. Kornelia Theodosia
- +
Willey, Mr. Edward
- +
Astor, Mrs. John Jacob (Madeleine Talmadge Force)
- +
Zimmerman, Mr. Leo
- +
Allen, Miss. Elisabeth Walton
- +
Allison, Master. Hudson Trevor
- +
Allison, Miss. Helen Loraine
- +
@@ -5067,13 +5067,13 @@

['Kelly, Mr. James', 'Connolly, Miss. Kate', 'Brandeis, Mr. Emil', 'Andrews, Miss. Kornelia Theodosia', 'Willey, Mr. Edward', 'Astor, Mrs. John Jacob (Madeleine Talmadge Force)', 'Zimmerman, Mr. Leo', 'Allen, Miss. Elisabeth Walton', 'Allison, Master. Hudson Trevor', 'Allison, Miss. Helen Loraine']
- +

@@ -5086,13 +5086,13 @@

-
+

sex

- + CategoricalDtype
@@ -5118,14 +5118,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -5135,26 +5135,26 @@

male
- +
female
- +
@@ -5163,13 +5163,13 @@

['male', 'female']
- +

@@ -5182,13 +5182,13 @@

-
+

age

- + Float64DType
@@ -5223,7 +5223,7 @@

- histogram_plot + histogram_plot
@@ -5232,13 +5232,13 @@

-
+

sibsp

- + Int64DType
@@ -5273,7 +5273,7 @@

- histogram_plot + histogram_plot
@@ -5282,13 +5282,13 @@

-
+

parch

- + Int64DType
@@ -5323,7 +5323,7 @@

- histogram_plot + histogram_plot
@@ -5332,13 +5332,13 @@

-
+

ticket

- + ObjectDType
@@ -5364,14 +5364,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -5381,130 +5381,130 @@

CA. 2343
- +
1601
- +
CA 2144
- +
347082
- +
S.O.C. 14879
- +
PC 17608
- +
3101295
- +
347077
- +
347088
- +
19950
- +
@@ -5513,13 +5513,13 @@

['CA. 2343', '1601', 'CA 2144', '347082', 'S.O.C. 14879', 'PC 17608', '3101295', '347077', '347088', '19950']
- +

@@ -5532,13 +5532,13 @@

-
+

fare

- + Float64DType
@@ -5573,7 +5573,7 @@

- histogram_plot + histogram_plot
@@ -5582,13 +5582,13 @@

-
+

cabin

- + ObjectDType
@@ -5614,14 +5614,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -5631,130 +5631,130 @@

C23 C25 C27
- +
B57 B59 B63 B66
- +
G6
- +
D
- +
F4
- +
F33
- +
C78
- +
F2
- +
C22 C26
- +
B96 B98
- +
@@ -5763,13 +5763,13 @@

['C23 C25 C27', 'B57 B59 B63 B66', 'G6', 'D', 'F4', 'F33', 'C78', 'F2', 'C22 C26', 'B96 B98']
- +

@@ -5782,13 +5782,13 @@

-
+

embarked

- + CategoricalDtype
@@ -5814,14 +5814,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -5831,39 +5831,39 @@

S
- +
C
- +
Q
- +
@@ -5872,13 +5872,13 @@

['S', 'C', 'Q']
- +

@@ -5891,13 +5891,13 @@

-
+

boat

- + ObjectDType
@@ -5923,14 +5923,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -5940,130 +5940,130 @@

13
- +
C
- +
15
- +
14
- +
4
- +
10
- +
5
- +
3
- +
9
- +
11
- +
@@ -6072,13 +6072,13 @@

['13', 'C', '15', '14', '4', '10', '5', '3', '9', '11']
- +

@@ -6091,13 +6091,13 @@

-
+

body

- + Float64DType
@@ -6132,7 +6132,7 @@

- histogram_plot + histogram_plot
@@ -6141,13 +6141,13 @@

-
+

home.dest

- + ObjectDType
@@ -6173,14 +6173,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -6190,130 +6190,130 @@

New York, NY
- +
London
- +
Montreal, PQ
- +
Paris, France
- +
Cornwall / Akron, OH
- +
Wiltshire, England Niagara Falls, NY
- +
Winnipeg, MB
- +
Philadelphia, PA
- +
Brooklyn, NY
- +
Belfast
- +
@@ -6322,13 +6322,13 @@

['New York, NY', 'London', 'Montreal, PQ', 'Paris, France', 'Cornwall / Akron, OH', 'Wiltshire, England Niagara Falls, NY', 'Winnipeg, MB', 'Philadelphia, PA', 'Brooklyn, NY', 'Belfast']
- +

@@ -6352,7 +6352,7 @@

-
+
@@ -6561,9 +6561,9 @@

diff --git a/reports/traffic_violations.html b/reports/traffic_violations.html index f3c10d2..a225229 100644 --- a/reports/traffic_violations.html +++ b/reports/traffic_violations.html @@ -51,120 +51,120 @@ --skrubview-lightg: #f0f0f0; } -#report_2081082c button { +#report_3d609822 button { cursor: pointer; } -#report_2081082c.skrubview-report summary > * { +#report_3d609822.skrubview-report summary > * { display: inline; } -#report_2081082c.skrubview-report p { +#report_3d609822.skrubview-report p { margin-block-start: var(--skrubview-tiny); margin-block-end: var(--skrubview-tiny); } -#report_2081082c.skrubview-report code { +#report_3d609822.skrubview-report code { overflow-wrap: anywhere; } -#report_2081082c.skrubview-report pre { +#report_3d609822.skrubview-report pre { margin: 0; } -#report_2081082c.skrubview-report .skrubview-margin-r-s { +#report_3d609822.skrubview-report .skrubview-margin-r-s { margin-inline-end: var(--skrubview-small); } -#report_2081082c.skrubview-report .skrubview-margin-r-t { +#report_3d609822.skrubview-report .skrubview-margin-r-t { margin-inline-end: var(--skrubview-tiny); } -#report_2081082c.skrubview-report .skrubview-margin-v-t { +#report_3d609822.skrubview-report .skrubview-margin-v-t { margin-block-start: var(--skrubview-tiny); margin-block-end: var(--skrubview-tiny); } -#report_2081082c.skrubview-report :is(td, th) { +#report_3d609822.skrubview-report :is(td, th) { padding: var(--skrubview-tiny); } -#report_2081082c.skrubview-report dl { +#report_3d609822.skrubview-report dl { display: grid; grid-template-columns: max-content auto; column-gap: var(--skrubview-tiny); margin: 0; } -#report_2081082c.skrubview-report dt { +#report_3d609822.skrubview-report dt { grid-column-start: 1; font-weight: bold; justify-self: end; } -#report_2081082c.skrubview-report dt::after { +#report_3d609822.skrubview-report dt::after { content: ":"; } -#report_2081082c.skrubview-report dd { +#report_3d609822.skrubview-report dd { grid-column-start: 2; justify-self: start; margin: 0; } -#report_2081082c.skrubview-report table caption { +#report_3d609822.skrubview-report table caption { padding: 0; font: inherit; } -#report_2081082c.skrubview-report :is(td, th) { +#report_3d609822.skrubview-report :is(td, th) { white-space: nowrap; } -#report_2081082c.skrubview-report .skrubview-horizontal-scroll { +#report_3d609822.skrubview-report .skrubview-horizontal-scroll { overflow-x: auto; } -#report_2081082c.skrubview-report .skrubview-select-all { +#report_3d609822.skrubview-report .skrubview-select-all { user-select: all; } -#report_2081082c.skrubview-report .skrubview-select-none { +#report_3d609822.skrubview-report .skrubview-select-none { user-select: none; } -#report_2081082c.skrubview-report .skrubview-wrapper { +#report_3d609822.skrubview-report .skrubview-wrapper { padding-inline-start: var(--skrubview-small); padding-inline-end: var(--skrubview-small); padding-block-end: var(--skrubview-tiny); } -#report_2081082c.skrubview-report .skrubview-wrapper-vert { +#report_3d609822.skrubview-report .skrubview-wrapper-vert { padding-block-end: var(--skrubview-tiny); } -#report_2081082c.skrubview-report .skrubview-wrapper-vert-l { +#report_3d609822.skrubview-report .skrubview-wrapper-vert-l { padding-block-start: var(--skrubview-large); padding-block-end: var(--skrubview-huge); } -#report_2081082c.skrubview-report .skrubview-text { +#report_3d609822.skrubview-report .skrubview-text { max-width: var(--skrubview-max-content-width); } -#report_2081082c.skrubview-report .skrubview-shrink { +#report_3d609822.skrubview-report .skrubview-shrink { display: flex; } -#report_2081082c.skrubview-report .skrubview-shrink > * { +#report_3d609822.skrubview-report .skrubview-shrink > * { width: 0; flex-grow: 1; } -#report_2081082c.skrubview-report .skrubview-copybutton-grid { +#report_3d609822.skrubview-report .skrubview-copybutton-grid { display: flex; flex-direction: column; gap: var(--skrubview-tiny); @@ -174,44 +174,44 @@ -#report_2081082c.skrubview-report .skrubview-grid-separator { +#report_3d609822.skrubview-report .skrubview-grid-separator { grid-column: 1/-1; justify-self: left; } -#report_2081082c.skrubview-report .skrubview-flex { +#report_3d609822.skrubview-report .skrubview-flex { display: flex; gap: var(--skrubview-tiny); align-items: center; } -#report_2081082c.skrubview-report .skrubview-flex-wrap { +#report_3d609822.skrubview-report .skrubview-flex-wrap { flex-wrap: wrap; padding-block-start: var(--skrubview-tiny); padding-block-end: var(--skrubview-tiny); } -#report_2081082c.skrubview-report .skrubview-flex-wrap > * { +#report_3d609822.skrubview-report .skrubview-flex-wrap > * { margin: 0; } -#report_2081082c.skrubview-report .skrubview-ellided { +#report_3d609822.skrubview-report .skrubview-ellided { max-width: 100ch; overflow: hidden; white-space: nowrap; text-overflow: ellipsis; } -#report_2081082c.skrubview-report .skrubview-ellided-short { +#report_3d609822.skrubview-report .skrubview-ellided-short { max-width: 30ch; overflow: hidden; white-space: nowrap; text-overflow: ellipsis; } -#report_2081082c.skrubview-report .skrubview-card { +#report_3d609822.skrubview-report .skrubview-card { padding: 0; margin: 0.75rem; border-radius: var(--skrubview-radius); @@ -219,7 +219,7 @@ min-width: min-content; } -#report_2081082c.skrubview-report .skrubview-card-header { +#report_3d609822.skrubview-report .skrubview-card-header { border-radius: var(--skrubview-radius) var(--skrubview-radius) 0 0; display: flex; @@ -231,27 +231,27 @@ border-block-end: 1px solid var(--skrubview-mediumg); } -#report_2081082c.skrubview-report .skrubview-columns-in-sample-tab .skrubview-card-header { +#report_3d609822.skrubview-report .skrubview-columns-in-sample-tab .skrubview-card-header { background-color: var(--skrubview-darkgreen); border-block-end: 1px solid var(--skrubview-verydarkgreen); } -#report_2081082c.skrubview-report .skrubview-card-header { +#report_3d609822.skrubview-report .skrubview-card-header { --checkbox-margin: var(--skrubview-tiny); } -#report_2081082c.skrubview-report .skrubview-card-header > * { +#report_3d609822.skrubview-report .skrubview-card-header > * { margin-block-start: 0; margin-block-end: 0; font-size: var(--skrubview-large); } -#report_2081082c.skrubview-report .skrubview-dataframe-summary { +#report_3d609822.skrubview-report .skrubview-dataframe-summary { --skrubview-max-content-width: 100rem; font-size: var(--skrubview-large); } -#report_2081082c.skrubview-report .skrubview-box { +#report_3d609822.skrubview-report .skrubview-box { display: flex; justify-content: space-between; align-items: stretch; @@ -263,22 +263,22 @@ min-height: 1.8rem; } -#report_2081082c.skrubview-report .skrubview-box pre { +#report_3d609822.skrubview-report .skrubview-box pre { overflow-x: auto; padding: var(--skrubview-tiny); flex-grow: 1; white-space: pre; } -#report_2081082c.skrubview-report .skrubview-table-value-box { +#report_3d609822.skrubview-report .skrubview-table-value-box { max-width: 100%; } -#report_2081082c.skrubview-report *[data-shows-placeholder] { +#report_3d609822.skrubview-report *[data-shows-placeholder] { color: #777777; } -#report_2081082c.skrubview-report .skrubview-copybutton { +#report_3d609822.skrubview-report .skrubview-copybutton { margin-left: -2rem; min-width: 2rem; display: none; @@ -289,47 +289,47 @@ background: rgba(0, 0, 0, 0); } -#report_2081082c.skrubview-report .skrubview-box:hover .skrubview-copybutton { +#report_3d609822.skrubview-report .skrubview-box:hover .skrubview-copybutton { display: inline; background: var(--skrubview-lightg); } -#report_2081082c.skrubview-report:hover .skrubview-copybutton:hover { +#report_3d609822.skrubview-report:hover .skrubview-copybutton:hover { display: inline; background: var(--skrubview-mediumg); } -#report_2081082c.skrubview-report .skrubview-table-cell { +#report_3d609822.skrubview-report .skrubview-table-cell { cursor: pointer; } -#report_2081082c.skrubview-report th[data-is-in-selected-column] { +#report_3d609822.skrubview-report th[data-is-in-selected-column] { background-color: var(--skrubview-darkgreen); } -#report_2081082c.skrubview-report tr:nth-child(2n -1) .skrubview-table-cell[data-is-in-selected-column] { +#report_3d609822.skrubview-report tr:nth-child(2n -1) .skrubview-table-cell[data-is-in-selected-column] { background-color: var(--skrubview-mediumgreen); } -#report_2081082c.skrubview-report .skrubview-table-cell[data-is-in-selected-column] { +#report_3d609822.skrubview-report .skrubview-table-cell[data-is-in-selected-column] { background-color: var(--skrubview-lightgreen); } -#report_2081082c.skrubview-report tr:nth-child(2n -1) .skrubview-table-cell[data-is-selected] { +#report_3d609822.skrubview-report tr:nth-child(2n -1) .skrubview-table-cell[data-is-selected] { background-color: var(--skrubview-yellowish); border: 1px solid black; } -#report_2081082c.skrubview-report .skrubview-table-cell[data-is-selected] { +#report_3d609822.skrubview-report .skrubview-table-cell[data-is-selected] { background-color: var(--skrubview-yellowish); border: 1px solid black; } -#report_2081082c.skrubview-report .skrubview-ellided-table-part { +#report_3d609822.skrubview-report .skrubview-ellided-table-part { border: 1px solid white; text-align: center; border-top: 0; @@ -338,78 +338,78 @@ } -#report_2081082c.skrubview-report :is(.skrubview-ok, .skrubview-warning, .skrubview-critical) { +#report_3d609822.skrubview-report :is(.skrubview-ok, .skrubview-warning, .skrubview-critical) { font-weight: bold; } -#report_2081082c.skrubview-report .skrubview-ok { +#report_3d609822.skrubview-report .skrubview-ok { color: green; } -#report_2081082c.skrubview-report .skrubview-warning { +#report_3d609822.skrubview-report .skrubview-warning { color: #ff6600; } -#report_2081082c.skrubview-report .skrubview-critical { +#report_3d609822.skrubview-report .skrubview-critical { color: red; } -#report_2081082c.skrubview-report .skrubview-pseudocolumn { +#report_3d609822.skrubview-report .skrubview-pseudocolumn { --header-color: #ffffff; } -#report_2081082c.skrubview-report *[data-is-being-copied]{ +#report_3d609822.skrubview-report *[data-is-being-copied]{ color: white; background-color: #4c72b0; } -#report_2081082c.skrubview-report .skrubview-select-displayed-siblings ~ [data-option-value]:not([data-is-selected]) { +#report_3d609822.skrubview-report .skrubview-select-displayed-siblings ~ [data-option-value]:not([data-is-selected]) { display: none; } -#report_2081082c.skrubview-report .skrubview-filterable-column[data-is-excluded-by-filter] { +#report_3d609822.skrubview-report .skrubview-filterable-column[data-is-excluded-by-filter] { display: none; } -#report_2081082c.skrubview-report .skrubview-if-else[data-predicate="false"] > :first-child{ +#report_3d609822.skrubview-report .skrubview-if-else[data-predicate="false"] > :first-child{ display: none; } -#report_2081082c.skrubview-report .skrubview-if-else[data-predicate="true"] > :last-child{ +#report_3d609822.skrubview-report .skrubview-if-else[data-predicate="true"] > :last-child{ display: none; } -#report_2081082c.skrubview-report .skrubview-announcement { +#report_3d609822.skrubview-report .skrubview-announcement { font-size: var(--skrubview-large); padding-block-start: var(--skrubview-huge); padding-block-end: var(--skrubview-huge); } -#report_2081082c.skrubview-report .skrubview-important-note { +#report_3d609822.skrubview-report .skrubview-important-note { background-color: var(--skrubview-lightgreen); padding: var(--skrubview-small); border-radius: var(--skrubview-radius); margin-top: var(--skrubview-tiny); margin-bottom: var(--skrubview-small); } -#report_2081082c.skrubview-report .skrubview-tab { +#report_3d609822.skrubview-report .skrubview-tab { display: none; } -#report_2081082c.skrubview-report .skrubview-tabset-buttons { +#report_3d609822.skrubview-report .skrubview-tabset-buttons { display: flex; column-gap: var(--skrubview-tiny); padding-left: var(--skrubview-tiny); padding-right: var(--skrubview-tiny); } -#report_2081082c.skrubview-report .skrubview-tab[data-is-displayed] { +#report_3d609822.skrubview-report .skrubview-tab[data-is-displayed] { display: block; border-top: 1px solid var(--skrubview-darkg); padding-top: var(--skrubview-tiny); } -#report_2081082c.skrubview-report .skrubview-tabset-buttons button { +#report_3d609822.skrubview-report .skrubview-tabset-buttons button { border: none; padding: var(--skrubview-tiny); font-size: var(--skrubview-small); @@ -417,13 +417,13 @@ border-radius: var(--skrubview-radius) var(--skrubview-radius) 0 0; } -#report_2081082c.skrubview-report .skrubview-tabset-buttons button:hover { +#report_3d609822.skrubview-report .skrubview-tabset-buttons button:hover { background-color: var(--skrubview-mediumg); } -#report_2081082c.skrubview-report .skrubview-tabset-buttons button[data-is-selected] { +#report_3d609822.skrubview-report .skrubview-tabset-buttons button[data-is-selected] { border-top: 1px solid var(--skrubview-darkg); border-left: 1px solid var(--skrubview-darkg); border-right: 1px solid var(--skrubview-darkg); @@ -432,15 +432,15 @@ background-color: white; } -#report_2081082c.skrubview-report .skrubview-tabset-buttons button[data-has-warning] { +#report_3d609822.skrubview-report .skrubview-tabset-buttons button[data-has-warning] { color: red; } -#report_2081082c.skrubview-report .skrubview-tabset-buttons button[data-has-warning]::before { +#report_3d609822.skrubview-report .skrubview-tabset-buttons button[data-has-warning]::before { content: "⚠️ "; } -#report_2081082c.skrubview-report .skrubview-flex-reverse { +#report_3d609822.skrubview-report .skrubview-flex-reverse { display: flex; justify-content: space-between; flex-wrap: wrap-reverse; @@ -448,12 +448,12 @@ -#report_2081082c.skrubview-report .skrubview-float-end { +#report_3d609822.skrubview-report .skrubview-float-end { margin-inline-start: auto; padding-inline-start: var(--skrubview-tiny); } -#report_2081082c.skrubview-report .skrubview-column-summary-group { +#report_3d609822.skrubview-report .skrubview-column-summary-group { display: flex; flex-direction: column; gap: var(--skrubview-small); @@ -464,21 +464,21 @@ max-width: max-content; } -#report_2081082c.skrubview-report .skrubview-column-summary-group > * { +#report_3d609822.skrubview-report .skrubview-column-summary-group > * { margin: 0; } -#report_2081082c.skrubview-report .skrubview-column-summary-group.skrubview-columns-in-sample-tab > .skrubview-column-summary:not([data-is-selected-in-table]) { +#report_3d609822.skrubview-report .skrubview-column-summary-group.skrubview-columns-in-sample-tab > .skrubview-column-summary:not([data-is-selected-in-table]) { display: none; } -#report_2081082c.skrubview-report .skrubview-column-summary-content { +#report_3d609822.skrubview-report .skrubview-column-summary-content { display: flex; flex-direction: column; } @media screen and (min-width: 60rem) { - #report_2081082c.skrubview-report .skrubview-column-summary-group { + #report_3d609822.skrubview-report .skrubview-column-summary-group { display: flex; flex-direction: row; flex-wrap: wrap; @@ -488,18 +488,18 @@ } -#report_2081082c.skrubview-report #report_2081082c-collapse-const-columns-checkbox:checked ~ * .skrubview-constant-column { +#report_3d609822.skrubview-report #report_3d609822-collapse-const-columns-checkbox:checked ~ * .skrubview-constant-column { display: none; } -#report_2081082c.skrubview-report #report_2081082c-collapse-const-columns-checkbox:not(:checked) ~ * .skrubview-constant-columns-summary{ +#report_3d609822.skrubview-report #report_3d609822-collapse-const-columns-checkbox:not(:checked) ~ * .skrubview-constant-columns-summary{ display: none; } -#report_2081082c.skrubview-report .skrubview-constant-columns-summary:not(:has(dt:not([data-is-excluded-by-filter]))){ +#report_3d609822.skrubview-report .skrubview-constant-columns-summary:not(:has(dt:not([data-is-excluded-by-filter]))){ display: none; } -#report_2081082c.skrubview-report .skrubview-top-bar .skrubview-box { +#report_3d609822.skrubview-report .skrubview-top-bar .skrubview-box { flex-grow: 1; max-width: 55rem; } @@ -775,7 +775,7 @@ -
+

Traffic violations

@@ -785,22 +785,22 @@

Traffic violations

- - + + - +
- - @@ -841,7 +841,7 @@

Traffic violations

-
+
@@ -851,8 +851,8 @@

Traffic violations

-
- @@ -864,23 +864,23 @@

Traffic violations

-

-            
+            

+            
         
-
+
Click on a table cell below to display more information about its column.
- +
@@ -1062,10 +1062,10 @@

Traffic violations

- - + + - - + + - - + + - - + + - - + + @@ -19797,7 +19797,7 @@

@@ -19806,7 +19806,16 @@

+ + + + + + @@ -19838,38 +19847,38 @@

- - + + - + - - + + - + @@ -19878,43 +19887,34 @@

+ - - - - - - - - - + + - - + + @@ -19925,9 +19925,9 @@

@@ -19935,7 +19935,7 @@

- Report generated in 18.13 seconds by + Report generated in 17.82 seconds by skrubview.

Back to homepage

Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations Traffic violations

- 1578154 rows ✕ 42 columns. + 1578154 rows ✕ 42 columns.

@@ -7503,7 +7503,7 @@

Traffic violations

-
+

seqid @@ -7533,14 +7533,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -7550,130 +7550,130 @@

33c49de3-9e36-4f36-9326-b59a95e86fe8
- +
75f55258-401e-4a3d-87e6-ff9394acb877
- +
28c5bfc1-5670-4751-be16-e1d83cda20f0
- +
c474e98e-128c-40e0-a487-d988cc67f0bd
- +
859768f4-bde0-427b-a60f-07b1e2aaadc4
- +
89d195ed-c995-4dda-b38f-cd784b782321
- +
8fe624e5-2bef-4cf9-963b-58fbb1e206c2
- +
42ee969e-cc65-4557-bc1a-cefa6b35cba8
- +
d8c32585-3c35-4862-987b-aa65d36a53db
- +
e8b8ff98-63f0-4e60-8fda-d1b8c69672da
- +
@@ -7682,13 +7682,13 @@

['33c49de3-9e36-4f36-9326-b59a95e86fe8', '75f55258-401e-4a3d-87e6-ff9394acb877', '28c5bfc1-5670-4751-be16-e1d83cda20f0', 'c474e98e-128c-40e0-a487-d988cc67f0bd', '859768f4-bde0-427b-a60f-07b1e2aaadc4', '89d195ed-c995-4dda-b38f-cd784b782321', '8fe624e5-2bef-4cf9-963b-58fbb1e206c2', '42ee969e-cc65-4557-bc1a-cefa6b35cba8', 'd8c32585-3c35-4862-987b-aa65d36a53db', 'e8b8ff98-63f0-4e60-8fda-d1b8c69672da']
- +

@@ -7701,7 +7701,7 @@

-
+

date_of_stop @@ -7731,14 +7731,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -7748,130 +7748,130 @@

03/17/2015
- +
04/10/2018
- +
05/20/2014
- +
03/05/2019
- +
04/18/2018
- +
11/24/2015
- +
01/25/2017
- +
12/08/2015
- +
03/08/2016
- +
02/11/2015
- +
@@ -7880,13 +7880,13 @@

['03/17/2015', '04/10/2018', '05/20/2014', '03/05/2019', '04/18/2018', '11/24/2015', '01/25/2017', '12/08/2015', '03/08/2016', '02/11/2015']
- +

@@ -7899,7 +7899,7 @@

-
+

time_of_stop @@ -7929,14 +7929,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -7946,130 +7946,130 @@

23:30:00
- +
22:53:00
- +
22:50:00
- +
23:20:00
- +
22:57:00
- +
22:42:00
- +
22:29:00
- +
23:00:00
- +
23:12:00
- +
22:55:00
- +
@@ -8078,13 +8078,13 @@

['23:30:00', '22:53:00', '22:50:00', '23:20:00', '22:57:00', '22:42:00', '22:29:00', '23:00:00', '23:12:00', '22:55:00']
- +

@@ -8097,7 +8097,7 @@

-
+

agency @@ -8122,8 +8122,8 @@

Constant value:
-
MCP
- +
MCP
+

@@ -8135,7 +8135,7 @@

-
+

subagency @@ -8165,14 +8165,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -8182,117 +8182,117 @@

4th District, Wheaton
- +
3rd District, Silver Spring
- +
2nd District, Bethesda
- +
6th District, Gaithersburg / Montgomery Village
- +
1st District, Rockville
- +
5th District, Germantown
- +
Headquarters and Special Operations
- +
W15
- +
S15
- +
@@ -8301,13 +8301,13 @@

['4th District, Wheaton', '3rd District, Silver Spring', '2nd District, Bethesda', '6th District, Gaithersburg / Montgomery Village', '1st District, Rockville', '5th District, Germantown', 'Headquarters and Special Operations', 'W15', 'S15']
- +

@@ -8320,7 +8320,7 @@

-
+

description @@ -8350,14 +8350,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -8367,130 +8367,130 @@

DRIVER FAILURE TO OBEY PROPERLY PLACED TRAFFIC CONTROL DEVICE INSTRUCTIONS
- +
FAILURE TO DISPLAY REGISTRATION CARD UPON DEMAND BY POLICE OFFICER
- +
DRIVING VEHICLE ON HIGHWAY WITH SUSPENDED REGISTRATION
- +
FAILURE OF INDIVIDUAL DRIVING ON HIGHWAY TO DISPLAY LICENSE TO UNIFORMED POLICE ON DEMAND
- +
DRIVER USING HANDS TO USE HANDHELD TELEPHONE WHILEMOTOR VEHICLE IS IN MOTION
- +
DISPLAYING EXPIRED REGISTRATION PLATE ISSUED BY ANY STATE
- +
DRIVER FAILURE TO STOP AT STOP SIGN LINE
- +
PERSON DRIVING MOTOR VEHICLE ON HIGHWAY OR PUBLIC USE PROPERTY ON SUSPENDED LICENSE AND PRIVILEGE
- +
DRIVING VEHICLE ON HIGHWAY WITHOUT CURRENT REGISTRATION PLATES AND VALIDATION TABS
- +
EXCEEDING THE POSTED SPEED LIMIT OF 40 MPH
- +
@@ -8499,13 +8499,13 @@

['DRIVER FAILURE TO OBEY PROPERLY PLACED TRAFFIC CONTROL DEVICE INSTRUCTIONS', 'FAILURE TO DISPLAY REGISTRATION CARD UPON DEMAND BY POLICE OFFICER', 'DRIVING VEHICLE ON HIGHWAY WITH SUSPENDED REGISTRATION', 'FAILURE OF INDIVIDUAL DRIVING ON HIGHWAY TO DISPLAY LICENSE TO UNIFORMED POLICE ON DEMAND', 'DRIVER USING HANDS TO USE HANDHELD TELEPHONE WHILEMOTOR VEHICLE IS IN MOTION', 'DISPLAYING EXPIRED REGISTRATION PLATE ISSUED BY ANY STATE', 'DRIVER FAILURE TO STOP AT STOP SIGN LINE', 'PERSON DRIVING MOTOR VEHICLE ON HIGHWAY OR PUBLIC USE PROPERTY ON SUSPENDED LICENSE AND PRIVILEGE', 'DRIVING VEHICLE ON HIGHWAY WITHOUT CURRENT REGISTRATION PLATES AND VALIDATION TABS', 'EXCEEDING THE POSTED SPEED LIMIT OF 40 MPH']
- +

@@ -8518,7 +8518,7 @@

-
+

location @@ -8548,14 +8548,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -8565,130 +8565,130 @@

WAYNE AVE @ DALE DR
- +
IS 370 @ IS 270
- +
MONTGOMERY VILLAGE AVE @ RUSSELL AVE
- +
W/B IS 370 @ IS 270
- +
WOODFIELD RD @ EMORY GROVE RD
- +
RT 28 @ BLACKBERRY DR
- +
10901 WESTLAKE DRIVE
- +
RANDOLPH / COLIE
- +
COLESVILLE RD @ GEORGIA AVE
- +
CLOPPER RD E/B @ ORCHARD HILLS DR
- +
@@ -8697,13 +8697,13 @@

['WAYNE AVE @ DALE DR', 'IS 370 @ IS 270', 'MONTGOMERY VILLAGE AVE @ RUSSELL AVE', 'W/B IS 370 @ IS 270', 'WOODFIELD RD @ EMORY GROVE RD', 'RT 28 @ BLACKBERRY DR', '10901 WESTLAKE DRIVE', 'RANDOLPH / COLIE', 'COLESVILLE RD @ GEORGIA AVE', 'CLOPPER RD E/B @ ORCHARD HILLS DR']
- +

@@ -8716,7 +8716,7 @@

-
+

latitude @@ -8755,7 +8755,7 @@

- histogram_plot + histogram_plot
@@ -8764,7 +8764,7 @@

-
+

longitude @@ -8803,7 +8803,7 @@

- histogram_plot + histogram_plot
@@ -8812,7 +8812,7 @@

-
+

accident @@ -8842,14 +8842,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -8859,26 +8859,26 @@

No
- +
Yes
- +
@@ -8887,13 +8887,13 @@

['No', 'Yes']
- +

@@ -8906,7 +8906,7 @@

-
+

belts @@ -8936,14 +8936,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -8953,26 +8953,26 @@

No
- +
Yes
- +
@@ -8981,13 +8981,13 @@

['No', 'Yes']
- +

@@ -9000,7 +9000,7 @@

-
+

personal_injury @@ -9030,14 +9030,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -9047,26 +9047,26 @@

No
- +
Yes
- +
@@ -9075,13 +9075,13 @@

['No', 'Yes']
- +

@@ -9094,7 +9094,7 @@

-
+

property_damage @@ -9124,14 +9124,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -9141,26 +9141,26 @@

No
- +
Yes
- +
@@ -9169,13 +9169,13 @@

['No', 'Yes']
- +

@@ -9188,7 +9188,7 @@

-
+

fatal @@ -9218,14 +9218,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -9235,26 +9235,26 @@

No
- +
Yes
- +
@@ -9263,13 +9263,13 @@

['No', 'Yes']
- +

@@ -9282,7 +9282,7 @@

-
+

commercial_license @@ -9312,14 +9312,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -9329,26 +9329,26 @@

No
- +
Yes
- +
@@ -9357,13 +9357,13 @@

['No', 'Yes']
- +

@@ -9376,7 +9376,7 @@

-
+

hazmat @@ -9406,14 +9406,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -9423,26 +9423,26 @@

No
- +
Yes
- +
@@ -9451,13 +9451,13 @@

['No', 'Yes']
- +

@@ -9470,7 +9470,7 @@

-
+

commercial_vehicle @@ -9500,14 +9500,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -9517,26 +9517,26 @@

No
- +
Yes
- +
@@ -9545,13 +9545,13 @@

['No', 'Yes']
- +

@@ -9564,7 +9564,7 @@

-
+

alcohol @@ -9594,14 +9594,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -9611,26 +9611,26 @@

No
- +
Yes
- +
@@ -9639,13 +9639,13 @@

['No', 'Yes']
- +

@@ -9658,7 +9658,7 @@

-
+

work_zone @@ -9688,14 +9688,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -9705,26 +9705,26 @@

No
- +
Yes
- +
@@ -9733,13 +9733,13 @@

['No', 'Yes']
- +

@@ -9752,7 +9752,7 @@

-
+

search_conducted @@ -9782,14 +9782,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -9799,26 +9799,26 @@

No
- +
Yes
- +
@@ -9827,13 +9827,13 @@

['No', 'Yes']
- +

@@ -9846,7 +9846,7 @@

-
+

search_disposition @@ -9876,14 +9876,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -9893,65 +9893,65 @@

Nothing
- +
Contraband Only
- +
Property Only
- +
Contraband and Property
- +
DUI
- +
@@ -9960,13 +9960,13 @@

['Nothing', 'Contraband Only', 'Property Only', 'Contraband and Property', 'DUI']
- +

@@ -9979,7 +9979,7 @@

-
+

search_outcome @@ -10009,14 +10009,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -10026,65 +10026,65 @@

Warning
- +
Citation
- +
Arrest
- +
SERO
- +
Recovered Evidence
- +
@@ -10093,13 +10093,13 @@

['Warning', 'Citation', 'Arrest', 'SERO', 'Recovered Evidence']
- +

@@ -10112,7 +10112,7 @@

-
+

search_reason @@ -10142,14 +10142,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -10159,117 +10159,117 @@

Incident to Arrest
- +
Probable Cause
- +
Consensual
- +
K-9
- +
Other
- +
Exigent Circumstances
- +
Probable Cause for CDS
- +
Arrest/Tow
- +
DUI
- +
@@ -10278,13 +10278,13 @@

['Incident to Arrest', 'Probable Cause', 'Consensual', 'K-9', 'Other', 'Exigent Circumstances', 'Probable Cause for CDS', 'Arrest/Tow', 'DUI']
- +

@@ -10297,7 +10297,7 @@

-
+

search_reason_for_stop @@ -10327,14 +10327,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -10344,130 +10344,130 @@

21-201(a1)
- +
21-801.1
- +
21-707(a)
- +
13-411(f)
- +
13-401(h)
- +
21-1124.2(d2)
- +
64*
- +
22-201.1
- +
16-303(c)
- +
21-204(b)
- +
@@ -10476,13 +10476,13 @@

['21-201(a1)', '21-801.1', '21-707(a)', '13-411(f)', '13-401(h)', '21-1124.2(d2)', '64*', '22-201.1', '16-303(c)', '21-204(b)']
- +

@@ -10495,7 +10495,7 @@

-
+

search_type @@ -10525,14 +10525,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -10542,52 +10542,52 @@

Both
- +
Property
- +
Person
- +
Search Incidental
- +
@@ -10596,13 +10596,13 @@

['Both', 'Property', 'Person', 'Search Incidental']
- +

@@ -10615,7 +10615,7 @@

-
+

search_arrest_reason @@ -10645,14 +10645,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -10662,117 +10662,117 @@

Stop
- +
Search
- +
Other
- +
Warrant
- +
Traffic
- +
DUI
- +
Marihuana
- +
Criminal
- +
DWI
- +
@@ -10781,13 +10781,13 @@

['Stop', 'Search', 'Other', 'Warrant', 'Traffic', 'DUI', 'Marihuana', 'Criminal', 'DWI']
- +

@@ -10800,7 +10800,7 @@

-
+

state @@ -10830,14 +10830,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -10847,130 +10847,130 @@

MD
- +
VA
- +
DC
- +
XX
- +
PA
- +
FL
- +
TX
- +
WV
- +
NC
- +
NY
- +
@@ -10979,13 +10979,13 @@

['MD', 'VA', 'DC', 'XX', 'PA', 'FL', 'TX', 'WV', 'NC', 'NY']
- +

@@ -10998,7 +10998,7 @@

-
+

vehicletype @@ -11028,14 +11028,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -11045,130 +11045,130 @@

02 - Automobile
- +
05 - Light Duty Truck
- +
28 - Other
- +
03 - Station Wagon
- +
01 - Motorcycle
- +
06 - Heavy Duty Truck
- +
29 - Unknown
- +
08 - Recreational Vehicle
- +
25 - Utility Trailer
- +
19 - Moped
- +
@@ -11177,13 +11177,13 @@

['02 - Automobile', '05 - Light Duty Truck', '28 - Other', '03 - Station Wagon', '01 - Motorcycle', '06 - Heavy Duty Truck', '29 - Unknown', '08 - Recreational Vehicle', '25 - Utility Trailer', '19 - Moped']
- +

@@ -11196,7 +11196,7 @@

-
+

year @@ -11235,7 +11235,7 @@

- histogram_plot + histogram_plot
@@ -11244,7 +11244,7 @@

-
+

make @@ -11274,14 +11274,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -11291,130 +11291,130 @@

TOYOTA
- +
HONDA
- +
FORD
- +
TOYT
- +
NISSAN
- +
HOND
- +
CHEV
- +
BMW
- +
DODGE
- +
JEEP
- +
@@ -11423,13 +11423,13 @@

['TOYOTA', 'HONDA', 'FORD', 'TOYT', 'NISSAN', 'HOND', 'CHEV', 'BMW', 'DODGE', 'JEEP']
- +

@@ -11442,7 +11442,7 @@

-
+

model @@ -11472,14 +11472,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -11489,130 +11489,130 @@

4S
- +
TK
- +
ACCORD
- +
CIVIC
- +
CAMRY
- +
COROLLA
- +
ALTIMA
- +
4D
- +
2S
- +
SUV
- +
@@ -11621,13 +11621,13 @@

['4S', 'TK', 'ACCORD', 'CIVIC', 'CAMRY', 'COROLLA', 'ALTIMA', '4D', '2S', 'SUV']
- +

@@ -11640,7 +11640,7 @@

-
+

color @@ -11670,14 +11670,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -11687,130 +11687,130 @@

BLACK
- +
SILVER
- +
WHITE
- +
GRAY
- +
RED
- +
BLUE
- +
GREEN
- +
GOLD
- +
BLUE, DARK
- +
TAN
- +
@@ -11819,13 +11819,13 @@

['BLACK', 'SILVER', 'WHITE', 'GRAY', 'RED', 'BLUE', 'GREEN', 'GOLD', 'BLUE, DARK', 'TAN']
- +

@@ -11838,7 +11838,7 @@

-
+

charge @@ -11868,14 +11868,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -11885,130 +11885,130 @@

21-801.1
- +
21-201(a1)
- +
13-409(b)
- +
21-707(a)
- +
13-401(h)
- +
16-112(c)
- +
21-1124.2(d2)
- +
13-411(f)
- +
16-303(c)
- +
16-303(h)
- +
@@ -12017,13 +12017,13 @@

['21-801.1', '21-201(a1)', '13-409(b)', '21-707(a)', '13-401(h)', '16-112(c)', '21-1124.2(d2)', '13-411(f)', '16-303(c)', '16-303(h)']
- +

@@ -12036,7 +12036,7 @@

-
+

article @@ -12066,14 +12066,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -12083,52 +12083,52 @@

Transportation Article
- +
Maryland Rules
- +
BR
- +
TG
- +
@@ -12137,13 +12137,13 @@

['Transportation Article', 'Maryland Rules', 'BR', 'TG']
- +

@@ -12156,7 +12156,7 @@

-
+

contributed_to_accident @@ -12186,14 +12186,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -12203,26 +12203,26 @@

False
- +
True
- +
@@ -12231,13 +12231,13 @@

[False, True]
- +

@@ -12250,7 +12250,7 @@

-
+

race @@ -12280,14 +12280,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -12297,78 +12297,78 @@

WHITE
- +
BLACK
- +
HISPANIC
- +
ASIAN
- +
OTHER
- +
NATIVE AMERICAN
- +
@@ -12377,13 +12377,13 @@

['WHITE', 'BLACK', 'HISPANIC', 'ASIAN', 'OTHER', 'NATIVE AMERICAN']
- +

@@ -12396,7 +12396,7 @@

-
+

gender @@ -12426,14 +12426,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -12443,39 +12443,39 @@

M
- +
F
- +
U
- +
@@ -12484,13 +12484,13 @@

['M', 'F', 'U']
- +

@@ -12503,7 +12503,7 @@

-
+

driver_city @@ -12533,14 +12533,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -12550,130 +12550,130 @@

SILVER SPRING
- +
GAITHERSBURG
- +
ROCKVILLE
- +
GERMANTOWN
- +
WASHINGTON
- +
BETHESDA
- +
MONTGOMERY VILLAGE
- +
HYATTSVILLE
- +
POTOMAC
- +
OLNEY
- +
@@ -12682,13 +12682,13 @@

['SILVER SPRING', 'GAITHERSBURG', 'ROCKVILLE', 'GERMANTOWN', 'WASHINGTON', 'BETHESDA', 'MONTGOMERY VILLAGE', 'HYATTSVILLE', 'POTOMAC', 'OLNEY']
- +

@@ -12701,7 +12701,7 @@

-
+

driver_state @@ -12731,14 +12731,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -12748,130 +12748,130 @@

MD
- +
DC
- +
VA
- +
PA
- +
FL
- +
NY
- +
NC
- +
WV
- +
CA
- +
NJ
- +
@@ -12880,13 +12880,13 @@

['MD', 'DC', 'VA', 'PA', 'FL', 'NY', 'NC', 'WV', 'CA', 'NJ']
- +

@@ -12899,7 +12899,7 @@

-
+

dl_state @@ -12929,14 +12929,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -12946,130 +12946,130 @@

MD
- +
VA
- +
DC
- +
XX
- +
PA
- +
FL
- +
NY
- +
NC
- +
CA
- +
TX
- +
@@ -13078,13 +13078,13 @@

['MD', 'VA', 'DC', 'XX', 'PA', 'FL', 'NY', 'NC', 'CA', 'TX']
- +

@@ -13097,7 +13097,7 @@

-
+

arrest_type @@ -13127,14 +13127,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -13144,130 +13144,130 @@

A - Marked Patrol
- +
Q - Marked Laser
- +
B - Unmarked Patrol
- +
S - License Plate Recognition
- +
O - Foot Patrol
- +
L - Motorcycle
- +
E - Marked Stationary Radar
- +
G - Marked Moving Radar (Stationary)
- +
R - Unmarked Laser
- +
I - Marked Moving Radar (Moving)
- +
@@ -13276,13 +13276,13 @@

['A - Marked Patrol', 'Q - Marked Laser', 'B - Unmarked Patrol', 'S - License Plate Recognition', 'O - Foot Patrol', 'L - Motorcycle', 'E - Marked Stationary Radar', 'G - Marked Moving Radar (Stationary)', 'R - Unmarked Laser', 'I - Marked Moving Radar (Moving)']
- +

@@ -13295,7 +13295,7 @@

-
+

geolocation @@ -13325,14 +13325,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -13342,130 +13342,130 @@

(0.0, 0.0)
- +
(39.045425, -76.9907366666667)
- +
(39.0462766666667, -76.990695)
- +
(39.109775, -76.91044)
- +
(39.0056183333333, -77.0123283333333)
- +
(39.11061, -76.9897983333333)
- +
(39.057555, -76.9678266666667)
- +
(39.0039, -77.036485)
- +
(39.1492783333333, -77.06662)
- +
(39.077695, -77.046385)
- +
@@ -13474,13 +13474,13 @@

['(0.0, 0.0)', '(39.045425, -76.9907366666667)', '(39.0462766666667, -76.990695)', '(39.109775, -76.91044)', '(39.0056183333333, -77.0123283333333)', '(39.11061, -76.9897983333333)', '(39.057555, -76.9678266666667)', '(39.0039, -77.036485)', '(39.1492783333333, -77.06662)', '(39.077695, -77.046385)']
- +

@@ -13505,7 +13505,7 @@

-
+
@@ -13513,20 +13513,20 @@

-

-        
+        

+        
         
- - + + - - + +
-
+

Constant columns

@@ -13628,13 +13628,13 @@

Constant columns

-
+

seqid

- + ObjectDType
@@ -13660,14 +13660,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -13677,130 +13677,130 @@

33c49de3-9e36-4f36-9326-b59a95e86fe8
- +
75f55258-401e-4a3d-87e6-ff9394acb877
- +
28c5bfc1-5670-4751-be16-e1d83cda20f0
- +
c474e98e-128c-40e0-a487-d988cc67f0bd
- +
859768f4-bde0-427b-a60f-07b1e2aaadc4
- +
89d195ed-c995-4dda-b38f-cd784b782321
- +
8fe624e5-2bef-4cf9-963b-58fbb1e206c2
- +
42ee969e-cc65-4557-bc1a-cefa6b35cba8
- +
d8c32585-3c35-4862-987b-aa65d36a53db
- +
e8b8ff98-63f0-4e60-8fda-d1b8c69672da
- +
@@ -13809,13 +13809,13 @@

['33c49de3-9e36-4f36-9326-b59a95e86fe8', '75f55258-401e-4a3d-87e6-ff9394acb877', '28c5bfc1-5670-4751-be16-e1d83cda20f0', 'c474e98e-128c-40e0-a487-d988cc67f0bd', '859768f4-bde0-427b-a60f-07b1e2aaadc4', '89d195ed-c995-4dda-b38f-cd784b782321', '8fe624e5-2bef-4cf9-963b-58fbb1e206c2', '42ee969e-cc65-4557-bc1a-cefa6b35cba8', 'd8c32585-3c35-4862-987b-aa65d36a53db', 'e8b8ff98-63f0-4e60-8fda-d1b8c69672da']
- +

@@ -13828,13 +13828,13 @@

-
+

date_of_stop

- + ObjectDType
@@ -13860,14 +13860,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -13877,130 +13877,130 @@

03/17/2015
- +
04/10/2018
- +
05/20/2014
- +
03/05/2019
- +
04/18/2018
- +
11/24/2015
- +
01/25/2017
- +
12/08/2015
- +
03/08/2016
- +
02/11/2015
- +
@@ -14009,13 +14009,13 @@

['03/17/2015', '04/10/2018', '05/20/2014', '03/05/2019', '04/18/2018', '11/24/2015', '01/25/2017', '12/08/2015', '03/08/2016', '02/11/2015']
- +

@@ -14028,13 +14028,13 @@

-
+

time_of_stop

- + ObjectDType
@@ -14060,14 +14060,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -14077,130 +14077,130 @@

23:30:00
- +
22:53:00
- +
22:50:00
- +
23:20:00
- +
22:57:00
- +
22:42:00
- +
22:29:00
- +
23:00:00
- +
23:12:00
- +
22:55:00
- +
@@ -14209,13 +14209,13 @@

['23:30:00', '22:53:00', '22:50:00', '23:20:00', '22:57:00', '22:42:00', '22:29:00', '23:00:00', '23:12:00', '22:55:00']
- +

@@ -14228,13 +14228,13 @@

-
+

agency

- + ObjectDType
@@ -14255,8 +14255,8 @@

Constant value:
-
MCP
- +
MCP
+

@@ -14268,13 +14268,13 @@

-
+

subagency

- + ObjectDType
@@ -14300,14 +14300,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -14317,117 +14317,117 @@

4th District, Wheaton
- +
3rd District, Silver Spring
- +
2nd District, Bethesda
- +
6th District, Gaithersburg / Montgomery Village
- +
1st District, Rockville
- +
5th District, Germantown
- +
Headquarters and Special Operations
- +
W15
- +
S15
- +
@@ -14436,13 +14436,13 @@

['4th District, Wheaton', '3rd District, Silver Spring', '2nd District, Bethesda', '6th District, Gaithersburg / Montgomery Village', '1st District, Rockville', '5th District, Germantown', 'Headquarters and Special Operations', 'W15', 'S15']
- +

@@ -14455,13 +14455,13 @@

-
+

description

- + ObjectDType
@@ -14487,14 +14487,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -14504,130 +14504,130 @@

DRIVER FAILURE TO OBEY PROPERLY PLACED TRAFFIC CONTROL DEVICE INSTRUCTIONS
- +
FAILURE TO DISPLAY REGISTRATION CARD UPON DEMAND BY POLICE OFFICER
- +
DRIVING VEHICLE ON HIGHWAY WITH SUSPENDED REGISTRATION
- +
FAILURE OF INDIVIDUAL DRIVING ON HIGHWAY TO DISPLAY LICENSE TO UNIFORMED POLICE ON DEMAND
- +
DRIVER USING HANDS TO USE HANDHELD TELEPHONE WHILEMOTOR VEHICLE IS IN MOTION
- +
DISPLAYING EXPIRED REGISTRATION PLATE ISSUED BY ANY STATE
- +
DRIVER FAILURE TO STOP AT STOP SIGN LINE
- +
PERSON DRIVING MOTOR VEHICLE ON HIGHWAY OR PUBLIC USE PROPERTY ON SUSPENDED LICENSE AND PRIVILEGE
- +
DRIVING VEHICLE ON HIGHWAY WITHOUT CURRENT REGISTRATION PLATES AND VALIDATION TABS
- +
EXCEEDING THE POSTED SPEED LIMIT OF 40 MPH
- +
@@ -14636,13 +14636,13 @@

['DRIVER FAILURE TO OBEY PROPERLY PLACED TRAFFIC CONTROL DEVICE INSTRUCTIONS', 'FAILURE TO DISPLAY REGISTRATION CARD UPON DEMAND BY POLICE OFFICER', 'DRIVING VEHICLE ON HIGHWAY WITH SUSPENDED REGISTRATION', 'FAILURE OF INDIVIDUAL DRIVING ON HIGHWAY TO DISPLAY LICENSE TO UNIFORMED POLICE ON DEMAND', 'DRIVER USING HANDS TO USE HANDHELD TELEPHONE WHILEMOTOR VEHICLE IS IN MOTION', 'DISPLAYING EXPIRED REGISTRATION PLATE ISSUED BY ANY STATE', 'DRIVER FAILURE TO STOP AT STOP SIGN LINE', 'PERSON DRIVING MOTOR VEHICLE ON HIGHWAY OR PUBLIC USE PROPERTY ON SUSPENDED LICENSE AND PRIVILEGE', 'DRIVING VEHICLE ON HIGHWAY WITHOUT CURRENT REGISTRATION PLATES AND VALIDATION TABS', 'EXCEEDING THE POSTED SPEED LIMIT OF 40 MPH']
- +

@@ -14655,13 +14655,13 @@

-
+

location

- + ObjectDType
@@ -14687,14 +14687,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -14704,130 +14704,130 @@

WAYNE AVE @ DALE DR
- +
IS 370 @ IS 270
- +
MONTGOMERY VILLAGE AVE @ RUSSELL AVE
- +
W/B IS 370 @ IS 270
- +
WOODFIELD RD @ EMORY GROVE RD
- +
RT 28 @ BLACKBERRY DR
- +
10901 WESTLAKE DRIVE
- +
RANDOLPH / COLIE
- +
COLESVILLE RD @ GEORGIA AVE
- +
CLOPPER RD E/B @ ORCHARD HILLS DR
- +
@@ -14836,13 +14836,13 @@

['WAYNE AVE @ DALE DR', 'IS 370 @ IS 270', 'MONTGOMERY VILLAGE AVE @ RUSSELL AVE', 'W/B IS 370 @ IS 270', 'WOODFIELD RD @ EMORY GROVE RD', 'RT 28 @ BLACKBERRY DR', '10901 WESTLAKE DRIVE', 'RANDOLPH / COLIE', 'COLESVILLE RD @ GEORGIA AVE', 'CLOPPER RD E/B @ ORCHARD HILLS DR']
- +

@@ -14855,13 +14855,13 @@

-
+

latitude

- + Float64DType
@@ -14896,7 +14896,7 @@

- histogram_plot + histogram_plot
@@ -14905,13 +14905,13 @@

-
+

longitude

- + Float64DType
@@ -14946,7 +14946,7 @@

- histogram_plot + histogram_plot
@@ -14955,13 +14955,13 @@

-
+

accident

- + ObjectDType
@@ -14987,14 +14987,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -15004,26 +15004,26 @@

No
- +
Yes
- +
@@ -15032,13 +15032,13 @@

['No', 'Yes']
- +

@@ -15051,13 +15051,13 @@

-
+

belts

- + ObjectDType
@@ -15083,14 +15083,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -15100,26 +15100,26 @@

No
- +
Yes
- +
@@ -15128,13 +15128,13 @@

['No', 'Yes']
- +

@@ -15147,13 +15147,13 @@

-
+

personal_injury

- + ObjectDType
@@ -15179,14 +15179,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -15196,26 +15196,26 @@

No
- +
Yes
- +
@@ -15224,13 +15224,13 @@

['No', 'Yes']
- +

@@ -15243,13 +15243,13 @@

-
+

property_damage

- + ObjectDType
@@ -15275,14 +15275,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -15292,26 +15292,26 @@

No
- +
Yes
- +
@@ -15320,13 +15320,13 @@

['No', 'Yes']
- +

@@ -15339,13 +15339,13 @@

-
+

fatal

- + ObjectDType
@@ -15371,14 +15371,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -15388,26 +15388,26 @@

No
- +
Yes
- +
@@ -15416,13 +15416,13 @@

['No', 'Yes']
- +

@@ -15435,13 +15435,13 @@

-
+

commercial_license

- + ObjectDType
@@ -15467,14 +15467,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -15484,26 +15484,26 @@

No
- +
Yes
- +
@@ -15512,13 +15512,13 @@

['No', 'Yes']
- +

@@ -15531,13 +15531,13 @@

-
+

hazmat

- + ObjectDType
@@ -15563,14 +15563,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -15580,26 +15580,26 @@

No
- +
Yes
- +
@@ -15608,13 +15608,13 @@

['No', 'Yes']
- +

@@ -15627,13 +15627,13 @@

-
+

commercial_vehicle

- + ObjectDType
@@ -15659,14 +15659,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -15676,26 +15676,26 @@

No
- +
Yes
- +
@@ -15704,13 +15704,13 @@

['No', 'Yes']
- +

@@ -15723,13 +15723,13 @@

-
+

alcohol

- + ObjectDType
@@ -15755,14 +15755,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -15772,26 +15772,26 @@

No
- +
Yes
- +
@@ -15800,13 +15800,13 @@

['No', 'Yes']
- +

@@ -15819,13 +15819,13 @@

-
+

work_zone

- + ObjectDType
@@ -15851,14 +15851,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -15868,26 +15868,26 @@

No
- +
Yes
- +
@@ -15896,13 +15896,13 @@

['No', 'Yes']
- +

@@ -15915,13 +15915,13 @@

-
+

search_conducted

- + ObjectDType
@@ -15947,14 +15947,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -15964,26 +15964,26 @@

No
- +
Yes
- +
@@ -15992,13 +15992,13 @@

['No', 'Yes']
- +

@@ -16011,13 +16011,13 @@

-
+

search_disposition

- + ObjectDType
@@ -16043,14 +16043,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -16060,65 +16060,65 @@

Nothing
- +
Contraband Only
- +
Property Only
- +
Contraband and Property
- +
DUI
- +
@@ -16127,13 +16127,13 @@

['Nothing', 'Contraband Only', 'Property Only', 'Contraband and Property', 'DUI']
- +

@@ -16146,13 +16146,13 @@

-
+

search_outcome

- + ObjectDType
@@ -16178,14 +16178,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -16195,65 +16195,65 @@

Warning
- +
Citation
- +
Arrest
- +
SERO
- +
Recovered Evidence
- +
@@ -16262,13 +16262,13 @@

['Warning', 'Citation', 'Arrest', 'SERO', 'Recovered Evidence']
- +

@@ -16281,13 +16281,13 @@

-
+

search_reason

- + ObjectDType
@@ -16313,14 +16313,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -16330,117 +16330,117 @@

Incident to Arrest
- +
Probable Cause
- +
Consensual
- +
K-9
- +
Other
- +
Exigent Circumstances
- +
Probable Cause for CDS
- +
Arrest/Tow
- +
DUI
- +
@@ -16449,13 +16449,13 @@

['Incident to Arrest', 'Probable Cause', 'Consensual', 'K-9', 'Other', 'Exigent Circumstances', 'Probable Cause for CDS', 'Arrest/Tow', 'DUI']
- +

@@ -16468,13 +16468,13 @@

-
+

search_reason_for_stop

- + ObjectDType
@@ -16500,14 +16500,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -16517,130 +16517,130 @@

21-201(a1)
- +
21-801.1
- +
21-707(a)
- +
13-411(f)
- +
13-401(h)
- +
21-1124.2(d2)
- +
64*
- +
22-201.1
- +
16-303(c)
- +
21-204(b)
- +
@@ -16649,13 +16649,13 @@

['21-201(a1)', '21-801.1', '21-707(a)', '13-411(f)', '13-401(h)', '21-1124.2(d2)', '64*', '22-201.1', '16-303(c)', '21-204(b)']
- +

@@ -16668,13 +16668,13 @@

-
+

search_type

- + ObjectDType
@@ -16700,14 +16700,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -16717,52 +16717,52 @@

Both
- +
Property
- +
Person
- +
Search Incidental
- +
@@ -16771,13 +16771,13 @@

['Both', 'Property', 'Person', 'Search Incidental']
- +

@@ -16790,13 +16790,13 @@

-
+

search_arrest_reason

- + ObjectDType
@@ -16822,14 +16822,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -16839,117 +16839,117 @@

Stop
- +
Search
- +
Other
- +
Warrant
- +
Traffic
- +
DUI
- +
Marihuana
- +
Criminal
- +
DWI
- +
@@ -16958,13 +16958,13 @@

['Stop', 'Search', 'Other', 'Warrant', 'Traffic', 'DUI', 'Marihuana', 'Criminal', 'DWI']
- +

@@ -16977,13 +16977,13 @@

-
+

state

- + ObjectDType
@@ -17009,14 +17009,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -17026,130 +17026,130 @@

MD
- +
VA
- +
DC
- +
XX
- +
PA
- +
FL
- +
TX
- +
WV
- +
NC
- +
NY
- +
@@ -17158,13 +17158,13 @@

['MD', 'VA', 'DC', 'XX', 'PA', 'FL', 'TX', 'WV', 'NC', 'NY']
- +

@@ -17177,13 +17177,13 @@

-
+

vehicletype

- + ObjectDType
@@ -17209,14 +17209,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -17226,130 +17226,130 @@

02 - Automobile
- +
05 - Light Duty Truck
- +
28 - Other
- +
03 - Station Wagon
- +
01 - Motorcycle
- +
06 - Heavy Duty Truck
- +
29 - Unknown
- +
08 - Recreational Vehicle
- +
25 - Utility Trailer
- +
19 - Moped
- +
@@ -17358,13 +17358,13 @@

['02 - Automobile', '05 - Light Duty Truck', '28 - Other', '03 - Station Wagon', '01 - Motorcycle', '06 - Heavy Duty Truck', '29 - Unknown', '08 - Recreational Vehicle', '25 - Utility Trailer', '19 - Moped']
- +

@@ -17377,13 +17377,13 @@

-
+

year

- + Float64DType
@@ -17418,7 +17418,7 @@

- histogram_plot + histogram_plot
@@ -17427,13 +17427,13 @@

-
+

make

- + ObjectDType
@@ -17459,14 +17459,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -17476,130 +17476,130 @@

TOYOTA
- +
HONDA
- +
FORD
- +
TOYT
- +
NISSAN
- +
HOND
- +
CHEV
- +
BMW
- +
DODGE
- +
JEEP
- +
@@ -17608,13 +17608,13 @@

['TOYOTA', 'HONDA', 'FORD', 'TOYT', 'NISSAN', 'HOND', 'CHEV', 'BMW', 'DODGE', 'JEEP']
- +

@@ -17627,13 +17627,13 @@

-
+

model

- + ObjectDType
@@ -17659,14 +17659,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -17676,130 +17676,130 @@

4S
- +
TK
- +
ACCORD
- +
CIVIC
- +
CAMRY
- +
COROLLA
- +
ALTIMA
- +
4D
- +
2S
- +
SUV
- +
@@ -17808,13 +17808,13 @@

['4S', 'TK', 'ACCORD', 'CIVIC', 'CAMRY', 'COROLLA', 'ALTIMA', '4D', '2S', 'SUV']
- +

@@ -17827,13 +17827,13 @@

-
+

color

- + ObjectDType
@@ -17859,14 +17859,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -17876,130 +17876,130 @@

BLACK
- +
SILVER
- +
WHITE
- +
GRAY
- +
RED
- +
BLUE
- +
GREEN
- +
GOLD
- +
BLUE, DARK
- +
TAN
- +
@@ -18008,13 +18008,13 @@

['BLACK', 'SILVER', 'WHITE', 'GRAY', 'RED', 'BLUE', 'GREEN', 'GOLD', 'BLUE, DARK', 'TAN']
- +

@@ -18027,13 +18027,13 @@

-
+

charge

- + ObjectDType
@@ -18059,14 +18059,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -18076,130 +18076,130 @@

21-801.1
- +
21-201(a1)
- +
13-409(b)
- +
21-707(a)
- +
13-401(h)
- +
16-112(c)
- +
21-1124.2(d2)
- +
13-411(f)
- +
16-303(c)
- +
16-303(h)
- +
@@ -18208,13 +18208,13 @@

['21-801.1', '21-201(a1)', '13-409(b)', '21-707(a)', '13-401(h)', '16-112(c)', '21-1124.2(d2)', '13-411(f)', '16-303(c)', '16-303(h)']
- +

@@ -18227,13 +18227,13 @@

-
+

article

- + ObjectDType
@@ -18259,14 +18259,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -18276,52 +18276,52 @@

Transportation Article
- +
Maryland Rules
- +
BR
- +
TG
- +
@@ -18330,13 +18330,13 @@

['Transportation Article', 'Maryland Rules', 'BR', 'TG']
- +

@@ -18349,13 +18349,13 @@

-
+

contributed_to_accident

- + BoolDType
@@ -18381,14 +18381,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -18398,26 +18398,26 @@

False
- +
True
- +
@@ -18426,13 +18426,13 @@

[False, True]
- +

@@ -18445,13 +18445,13 @@

-
+

race

- + ObjectDType
@@ -18477,14 +18477,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -18494,78 +18494,78 @@

WHITE
- +
BLACK
- +
HISPANIC
- +
ASIAN
- +
OTHER
- +
NATIVE AMERICAN
- +
@@ -18574,13 +18574,13 @@

['WHITE', 'BLACK', 'HISPANIC', 'ASIAN', 'OTHER', 'NATIVE AMERICAN']
- +

@@ -18593,13 +18593,13 @@

-
+

gender

- + ObjectDType
@@ -18625,14 +18625,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -18642,39 +18642,39 @@

M
- +
F
- +
U
- +
@@ -18683,13 +18683,13 @@

['M', 'F', 'U']
- +

@@ -18702,13 +18702,13 @@

-
+

driver_city

- + ObjectDType
@@ -18734,14 +18734,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -18751,130 +18751,130 @@

SILVER SPRING
- +
GAITHERSBURG
- +
ROCKVILLE
- +
GERMANTOWN
- +
WASHINGTON
- +
BETHESDA
- +
MONTGOMERY VILLAGE
- +
HYATTSVILLE
- +
POTOMAC
- +
OLNEY
- +
@@ -18883,13 +18883,13 @@

['SILVER SPRING', 'GAITHERSBURG', 'ROCKVILLE', 'GERMANTOWN', 'WASHINGTON', 'BETHESDA', 'MONTGOMERY VILLAGE', 'HYATTSVILLE', 'POTOMAC', 'OLNEY']
- +

@@ -18902,13 +18902,13 @@

-
+

driver_state

- + ObjectDType
@@ -18934,14 +18934,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -18951,130 +18951,130 @@

MD
- +
DC
- +
VA
- +
PA
- +
FL
- +
NY
- +
NC
- +
WV
- +
CA
- +
NJ
- +
@@ -19083,13 +19083,13 @@

['MD', 'DC', 'VA', 'PA', 'FL', 'NY', 'NC', 'WV', 'CA', 'NJ']
- +

@@ -19102,13 +19102,13 @@

-
+

dl_state

- + ObjectDType
@@ -19134,14 +19134,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -19151,130 +19151,130 @@

MD
- +
VA
- +
DC
- +
XX
- +
PA
- +
FL
- +
NY
- +
NC
- +
CA
- +
TX
- +
@@ -19283,13 +19283,13 @@

['MD', 'VA', 'DC', 'XX', 'PA', 'FL', 'NY', 'NC', 'CA', 'TX']
- +

@@ -19302,13 +19302,13 @@

-
+

arrest_type

- + ObjectDType
@@ -19334,14 +19334,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -19351,130 +19351,130 @@

A - Marked Patrol
- +
Q - Marked Laser
- +
B - Unmarked Patrol
- +
S - License Plate Recognition
- +
O - Foot Patrol
- +
L - Motorcycle
- +
E - Marked Stationary Radar
- +
G - Marked Moving Radar (Stationary)
- +
R - Unmarked Laser
- +
I - Marked Moving Radar (Moving)
- +
@@ -19483,13 +19483,13 @@

['A - Marked Patrol', 'Q - Marked Laser', 'B - Unmarked Patrol', 'S - License Plate Recognition', 'O - Foot Patrol', 'L - Motorcycle', 'E - Marked Stationary Radar', 'G - Marked Moving Radar (Stationary)', 'R - Unmarked Laser', 'I - Marked Moving Radar (Moving)']
- +

@@ -19502,13 +19502,13 @@

-
+

geolocation

- + ObjectDType
@@ -19534,14 +19534,14 @@

- value_counts_plot + value_counts_plot
Most frequent values
- @@ -19551,130 +19551,130 @@

(0.0, 0.0)
- +
(39.045425, -76.9907366666667)
- +
(39.0462766666667, -76.990695)
- +
(39.109775, -76.91044)
- +
(39.0056183333333, -77.0123283333333)
- +
(39.11061, -76.9897983333333)
- +
(39.057555, -76.9678266666667)
- +
(39.0039, -77.036485)
- +
(39.1492783333333, -77.06662)
- +
(39.077695, -77.046385)
- +
@@ -19683,13 +19683,13 @@

['(0.0, 0.0)', '(39.045425, -76.9907366666667)', '(39.0462766666667, -76.990695)', '(39.109775, -76.91044)', '(39.0056183333333, -77.0123283333333)', '(39.11061, -76.9897983333333)', '(39.057555, -76.9678266666667)', '(39.0039, -77.036485)', '(39.1492783333333, -77.06662)', '(39.077695, -77.046385)']
- +

@@ -19713,7 +19713,7 @@

-
+
@@ -19735,8 +19735,8 @@

longitudegeolocationaccidentcontributed_to_accident @@ -19745,8 +19745,8 @@

accidentcontributed_to_accidentlatitudegeolocation @@ -19765,30 +19765,30 @@

latitudegeolocationsearch_conductedsearch_outcome - 1.00 + 0.909
search_conductedsearch_outcomedescriptioncharge - 0.890 + 0.870
descriptionchargeseqidgeolocation - 0.866 + 0.746
dl_state - 0.739 + 0.736
search_reason_for_stop - 0.711 + 0.710 +
longitudegeolocation + 0.707
search_reasonsearch_typevehicletypeyear - 0.636 + 0.688
search_dispositionsearch_reason search_type - 0.624 + 0.634
seqidgeolocationstateyear - 0.579 + 0.605
search_dispositionsearch_reasonsearch_type - 0.570 + 0.603
search_arrest_reason - 0.568 + 0.596
search_disposition search_reasonsearch_arrest_reason - 0.542 -
statedl_state - 0.532 + 0.570
statedriver_statesearch_outcomesearch_reason_for_stop - 0.532 + 0.554
commercial_vehiclevehicletypesearch_reasonsearch_arrest_reason - 0.518 + 0.544