From fdd3f57539628ee5ad6b26edcf4ec929e76f7098 Mon Sep 17 00:00:00 2001 From: George Perrett Date: Wed, 10 Jan 2024 15:53:57 -0500 Subject: [PATCH 1/2] path correction --- thinkCausal/R/mod_learn_colinearity.R | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/thinkCausal/R/mod_learn_colinearity.R b/thinkCausal/R/mod_learn_colinearity.R index a69328a..d13b023 100644 --- a/thinkCausal/R/mod_learn_colinearity.R +++ b/thinkCausal/R/mod_learn_colinearity.R @@ -58,7 +58,7 @@ mod_learn_colinearity_server <- function(id, id_parent = 'learn_variable_selecti ns <- session$ns #ns <- NS(NS(id_parent)(id)) - dat <- readr::read_csv('inst/extdata/colinearity.csv') + dat <- readr::read_csv(app_sys('extdata/colinearity.csv')) dat$ITE <- with(dat, Y1 - Y0) dat$runner <- 1:500 dat <- dat %>% dplyr::select(runner, dplyr::everything()) From c258f6302067c5d6115eb834f7e28b242272a53f Mon Sep 17 00:00:00 2001 From: George Perrett Date: Thu, 1 Feb 2024 11:29:38 -0500 Subject: [PATCH 2/2] updates --- thinkCausal/R/mod_analysis_balance.R | 36 +++++++++++------- thinkCausal/R/mod_analysis_visualize.R | 4 +- .../inst/app/www/img/example_balance.png | Bin 0 -> 159619 bytes thinkCausal/inst/app/www/md/help.md | 27 +++++++++++-- 4 files changed, 48 insertions(+), 19 deletions(-) create mode 100644 thinkCausal/inst/app/www/img/example_balance.png diff --git a/thinkCausal/R/mod_analysis_balance.R b/thinkCausal/R/mod_analysis_balance.R index 5ffedda..0feee7d 100644 --- a/thinkCausal/R/mod_analysis_balance.R +++ b/thinkCausal/R/mod_analysis_balance.R @@ -158,23 +158,33 @@ mod_analysis_balance_server <- function(id, store){ treatment_col <- grep("^Z_", names(X), value = TRUE) outcome_col <- grep("^Y_", names(X), value = TRUE) - if(input$analysis_balance_select == 'Plot varibables with most imbalance'){ - .confounders <- colnames(X)[colnames(X)%notin% c(treatment_col, outcome_col)] + if(input$analysis_balance_select == 'Plot variables with most imbalance'){ + .confounders <- colnames(X)[colnames(X) %notin% c(treatment_col, outcome_col)] + # stop here if there are no columns selected + validate(need(length(.confounders) > 0, + "No columns available or currently selected")) + p <- plotBart::plot_balance(.data = X, + treatment = treatment_col, + confounders = .confounders, + compare = input$analysis_balance_type, + estimand = input$analysis_balance_estimand, + limit_catagorical = input$analysis_balance_cat + 1, + limit_continuous = input$analysis_balance_cont + 1 + ) }else{ .confounders <- input$analysis_balance_select_var + # stop here if there are no columns selected + validate(need(length(.confounders) > 0, + "No columns available or currently selected")) + p <- plotBart::plot_balance(.data = X, + treatment = treatment_col, + confounders = .confounders, + compare = input$analysis_balance_type, + estimand = input$analysis_balance_estimand + ) } - # stop here if there are no columns selected - validate(need(length(.confounders) > 0, - "No columns available or currently selected")) - p <- plotBart::plot_balance(.data = X, - treatment = treatment_col, - confounders = .confounders, - compare = input$analysis_balance_type, - estimand = input$analysis_balance_estimand, - limit_catagorical = input$analysis_balance_cat, - limit_continuous = input$analysis_balance_cont - ) + # add theme p <- p & store$options$theme_custom + ggplot2::theme(legend.position = 'none') diff --git a/thinkCausal/R/mod_analysis_visualize.R b/thinkCausal/R/mod_analysis_visualize.R index ac228d9..ca2d054 100644 --- a/thinkCausal/R/mod_analysis_visualize.R +++ b/thinkCausal/R/mod_analysis_visualize.R @@ -133,7 +133,7 @@ mod_analysis_visualize_ui <- function(id){ ), selectInput( inputId = ns("analysis_eda_variable_facet"), - label = "Panel variable: ", + label = "Group by: ", multiple = FALSE, choices = c("None", NULL), selected = "None" @@ -143,7 +143,7 @@ mod_analysis_visualize_ui <- function(id){ ns = ns, selectInput( inputId = ns("analysis_eda_variable_facet_second"), - label = "Second panel variable: ", + label = "Group by second variable: ", multiple = FALSE, choices = c("None"), selected = "None" diff --git a/thinkCausal/inst/app/www/img/example_balance.png b/thinkCausal/inst/app/www/img/example_balance.png new file mode 100644 index 0000000000000000000000000000000000000000..709bfd1802e2feb1ee4f1ec2f4701a055e946670 GIT binary patch literal 159619 zcmeEvbyU@Bw=N=}gn%M~v?8D&B@)sGpmZZGEsO335eY#+K|mToVo?j}MoDQwx|V=+ zcP-Ys@6Y}D#W`nq@cwo07<-T59t_;S74JLana_OY+%Fa7rOpvh5ny3qoqP1~fie~r zK?xQXuESY8@EdEV+l*LPIK<}n?<-o|m%49bX=ATqYhYv|Wnyh&Z*HV4bq@ z_bH9qMbY?*BDQN?etj7k5yWWTx5bvqJugP)(I!P!V>cr$i|@W}T^>&~XXcqkeK5Zv zdhssl=dACM-!a;sS+2lxRzlcQixpFG{I2hRJ(POiOM$;s!BbQfS#D9&K6Wshu;x8C z;jlVE_`3Y2cJu@j_D!mM_L*-}MJ=<9je?G!y}q9F`pV807R4IHe2RLyzHVe?jiGsB zaJOs^W44s9D0M1m+DrA2@F#g8cMJSR{JsL7=++3FKQyim{geKZ!lu%R#p4k6Kse!8mW0y z)66@7UmK$URoClEM!D<=@mlF(s&pJHV%aNlF3E08m1 z4Qdb7c*@tZ8MI$Md&v~rYn9#1TyXH~opjUSyEj)urZ>;4XNopzz>{L`9qY4~U2J9& z3D8R*a{R*OgxWcD)<}#!I~8$gY9ep9r#Vhv@l9P4Ru$t{#yx`4#JnxhR~?MEDth|dPBAJc^M_Q2%)8ueMw=PG`(E7LB%RDpI@CSX zZP6ArXssvcWvvlXC8?fVHQ=z|c+HFo#_srKq%YCF8&j`8H&~!Q$FD_%KI47bXK7Tu zjCbjFhdO~*rHyu@)Ru_6v1mHGnx#QeTB;_m`XM%bJC;|4Yt>mZJZ;pEy;iXZi`Kme zdS;*Li65eqT@K0i$#%$RUv$57*z4Qt+tE8DOTqfw)^1y@BGNt*%$mn2jV0gH8e$i| zZtO2o-%xKXqcBe%@B-g})7_arhb)vrw+gSNz{WVoEB6@%++o=|w`gEeOjR-(kHs@% zdX49_y!G@8#z$h8ulie6xxZN1$#C|T5g9@FHal!s3ga4j>U-W6y(m_1>vtI$QmeGQ z(PzI<*iJn4$~>{SByKUdq4meKApznR>m{O@Pbt@zD(9T=-XZy(d;06q({{dRX45rmSh=DZuDi;vERBXpY=M5ihR+%b zRNXoBOFP=G)=U#vL!LEyn4@ENudUO4NUZV{%xMghD`At-KsyK!0w#|inaaswv4Wq^ zVx0;!$HD=f)@zac0|IsNNrTnFecmzwGKu&~6j9zD3L>UwH<9KTxk zTaCba)QhuMGu~Z&*g`DSMz1h?p1K7r?O{${cIlxjU9j?fnUXf-`l}V5 zx7qKRU|l!QUwA=!0sqYra%ns9TT!>|+MT_mg<0>tIfulW0X>VAl3I&ohf)P^vlTt7 z)=QQ+XGs~vpJAQCKG6?x*S}W1oO6bq?7#l?(w9%&&EvrNlV^N02+zW-4lmB1^n?9; zt7j?dgMajZ_%~df5ITnBPK*|F4bFFw$T)~qcGfGGI4+x(qv{xI7-foJT2WK;a?lhdFs#U)O?F?dpLK|O&%znVtpabCr2Tp}!! zoK@s#xyWFw+zy`qissHOB3i-QQ7m^)j0RxrAlnS2jx0rE>!UYg8tVNCEqeDp`<)4_ z*&SiqDnoi7`I|&*W-zbtrM?-psS|lcE5zrNy@aUKQ?!tN@cg9cX7S3`D!Ncuq`1PR zcicvj<(qA64WG}@(*%&v)2&vm)h2ZqET1^xrCbFbMb3TWL5c%58H+p-c-})`=Btlo8!mw$gwSnq?L^WiHa>ykh5;b}d70>88xpMU;owm8wfanG&J z_FaRXR0#t#>R{53MD*;|Y$stPvm8OU$exbtk2g~FM{9NZsx}?(xD9ghN(rh~O0|2q zFQ5D)X95tqvY_#7BZhp)x@x69=saT^9jD8a-R0rQBP7PV{6~b0vIH;{8t-*K`m-=O z_`?$$ov#nUHs0N5;#RnL#59x~wfj@Ho2@Jqyr}gClE4;vpX%%Scqh*N^AN!FI3$09 zav~Gh8*^w_%t7e&q4UZnwBEA#oz!T~ZbJZ4e;d|EgM%%}bZzJ%MY zU(n}&Jw9;-ipSZRrzypJ-3cs9hfO6q6%qwYt|N*r)BB+8-tm~p&)N)|#GGTxD^{LI z*7=yl=V;fc&zmhbQ(5GmKipZ;DBGCjN6p6D1o#tD1l;w*^Pi|$+7o&% zP&-^?7PyD>5hJ1z;L0tZ3O*PwP&k$A4x!Fk~=F|$H>4ybaw4_uS}pE-|)5N>a8w=vTm1^WQQRvSn+? zLg(ko?WXJH_{ZN;OVdn~`0O|62v!Pjeqo%fT*@bOnQ$|EcgMjr$TxY|YNua=#ACI> zOkn-f>4q$&G?-zr>&BEVFxMA3h+08maB~KS+Y69A$Eq|(c?|0N92ZOmPzS7(Aw?5x z>+y97ghPD`UB>LBOf7v5za`gOAZjj69TaH`BQI%Np5GmJL9P#Xd-D;|iwb*uVLPGy zXep;?T-c8a3$kdnUcBggNYJPzWc2z8dKWUq^Nf-|%+zXpCjBV_BIN~dsI8SxhY`l; zd%LkB(i*MG#-s6vUis$sTT@#W+|5`$FGbU1(C^T7hXsmUYO9A!2$HD2&?u_@Zr6P9 zY588!i3qNmmezV5&Cc466q`?GrG*jL5wi{RAw9Q9=U{`nE_okZm14^em)zzODL87j zd)L7YU8LoVI)6H;<<(`f+Ko_~7c{q+l49}W*fp~liZl>ybXq{&b&2MAZ?k>pYx(9ih|w9GCD`PEd3I z10k}nRHKQ)ZuSD;h8u2VCMd7o*6p%M_nz?D8;>QIW;^#Z)Gs_I+k2KLxfLfwJ!GSq z+U5ng7m)F`s_uPzgVbZnra32)on0-4t{0a%3umFwymn-mU`K0_(qr@lbBnqJ4f09`2<&*fc1sC4${8A4`Uc%C(!E8Gx4&IRRyfS5i*z)F zPy}*%Z-h)XQRwHETMHxkMlH$Es5!BiJTeV~aodJ-JPvBvibV3`Hg(7Mh#p(n!~>f* zo%t??-Uv4dX>w?aa`V{ZIPO7%B=n-&Yt>}UCp^Vx zrDX6P5l85$SPFelyT=ZlyfUR86K-=+9c$92Ion&);bL7lfnD+Zocsw_?gzX`MsH_M z=2xw@3Dg|S#!uS#9BB(|b?`KN@;&V^Qz-N?REDGCTD;{R?+Cs7{Ck7uSC=JbpzN9t zu96htNBKm^ZmO{ZC4BHB(g5kT$IgoB;OTzRKrD2#aVuuz61&!0e96!mg0h`KeK7}- zY7k>$KMg&KWcCLUgGCqwh)F52LnSCaW=j)I95?gVo`-^yYAwzQy*iHlD;s{LjMO-9 zl~k8P3O@Gn;Z8eF&}_0G-rF!r?yF)s0~X*iIpIr-@{2~oHh z+Le!OtFoSe?S+QE7jNU>Zt48R8iF#Ta1lNo*GYeqZt8Y@r+&3b8T~_LgZ_1pdqq9b zTgjYl;nP8%D-N`EV)^kh(fci8#O<7Qp6K^|XhP0vQewgR6fT4M7pmSmji-$5EAwrlFN_ldWubsKt`7Fz%PvtNTWTi#pE0|yYWI&K`v^NSw+8NKs)QgkyCj>J9E~?gIO7a{TP9KH%TvGfsSIahEp3457EA@RWdvZLxUiI8#Sx|PF32}EeRk?OA;;M|)C}jS zh>hjaJEO2x99oJ}>eE4lWt0LsF#qv#0*i#{U2H8QZEk_Xmn=zVh1RMavKL}`%%W-T zXTLtF;ZR)%7}a-3zP|=1Lq3rz31qB7pKdXXXHd9%c#eDR(P|abnX=sxi$I~(az-8C zN$(YsMVZ>)wpH&8XonO|x214DDeBF$LDpW$C)O@+LJzi+PZ>=rBRsov6<>h zey&#e@$s4uXNPq9G_2a+w>{pn@R8|EpXz7l3v)>x);+9n7o?Yq>(NS?N(p+Y4$XE` zuUa4qq~B5hZ}LLyQG)qz~pe*n`fGD3Iv#1;f`rZnfWxgqIDQ#{1Jc551q_E5zj=dg8Ziz3Q|&R#9=B zzg!Fxt2^klQRmH70J&IVM&DzlB()m#s=VG}(s@ABj2t)gQgo|Ai^Vj^qut#E5c(+x z(cZyrqq1T#JI8*Z{9BF&!WIN3b*KEtoO%kF4SLLZ7YA*k=30>T?ahV$SFH8d7k--Y zNx4(F!h!5@FD`T{wK-BtNR?5?p#giKWwd$xno^>|kq-!gQvWvu0cQoq(Mo2dxX= zxZ^k5`S*bto2-u-qa1;^?#Lbwg@^KuT&MU#vm|ynpJp&o?FP@7+MhZQEb`hdN$30dIV+JOBlGW&F(tY+U*oYy41C7AG&WnGkY1af`ubo?Hg$K-SJvY(=TWOIceUZw zXQxgF6O>ZydjQ;ZF^Zns@Ieq>zcshO4hYaUwO8Iq(cKUnh$Z(Z3bm}+85kZPvw%DN zARf7LGA>s9G(;(rj>0QrKJgCfkQo*jrfY+L-fX;UI^ z$PJQ{b&HN6RBM*(#n;%+Pw)EOcYS|4oT5Z`C^HrN+?Om3F(EQ68jS?@u@OR4qNta< z!3GB|9R+W6%*K#W_)I#wVl*mcfOp_ABN5f@>(#(LE1aiYr#vBu9Ag%ELeJ;~bnpm~ z)11y#T=$(t@+rn2(?|g6&L?>vF4%teJriL5EhD|zV>*;S0KjFzWl##jQPN}^cH7*p z&b=QV8B8_4G(hcd#5#H=0-&GX*;k{(bEpaH?+?Qp$y7*Ay}E*nt_7G#Vn&EeR=e-v z%U2*gU7GPeXxAs+Kt#u<3~0e%At(B@zFh>MJj+dR#}OnQg5~7h%1K`Z*wg@|6?m^v zOV~Lm{s#FLL|J}BOHk-ugiyiyR0wAPKr=0_=MHe$#MEjn zK4-AO?y==gLWWK!+EH|4=g01|4v)qi(h!#Fg@ zp7`>uYbYp1L7}wiR37&eXDA<77IG}8FPNp@t=GMKy+nBlWR|L4hV*;ZRc#lkpI!rXj*^PMgSKi)z-6za-8=&ejAi!u z&!2eLit+GIRPH{W!oexwuv3AF=P`dp=+_mrGRMEDJ6^GY=Qs7swOf75kZZ@uh$f8I zG4Lm^U!QDf0L9FkgHZrqc^2L!*Fga6pfzsICB}Qe{yS7QDmn0&cAOoxuCh|{*5Fas zG>KYAAFXA^#R6cSHP}`FCwp|FPsSjg@)=al)I_U}A}UWnAm$)|c^%Be$QX72Ah=vH zmt-*85i8Lmb~N1mv-(*E2KK%$_`N^5w1|3bUS3|oLt_9AYPPBVOM!-jYar9J7q{mX<9#)cdVzPYin z4uXVpIXIMtFK-yx2%d(X>xkuH>6e%7W6df7mv%NKTEb@6w+7V7!3yg~|M$BvI}YIbgYF5=E| z&rEbCkfQf;%qHnC&b)a-Z-w0eAS*g<dUJuJ=7d_xLS6&xHF@ zUMecDbR_#aBJI@;l?;%THOu>9QC+LO-SrzTytICI3FnL^>-{GIE0I&VP_J?z$M7vr~Jxm@|p+Iks@c9Piyn)_Sp7 z-Me$byxb=T^78mo-m!1EhU*5Nxt>HE>|?|N-=A?k`Sh%QSyoUqpw`v{)Mtc6BXTV% zP372TM5Q;!q-V&Z;n&7>4>emKXR|v@y=1whRsoWF13=W8Z}mB*TUnBcG<57F7T2?L z@~I@lXky#7Ves^OaEIgFvbuAC?D5IhVG^=y`mSwVk)HJwz8gZ&deY+YG>AWZSi?8m zqd$dk)>1Zy(NdQJ;~=Hq(<^UM)9Su6mr%c~a~PS7GPV}0B0J3t;TX%p@j(*NeFliI zfan~i_8I`*n6`2{mpP7eopqw#iUF>!A?2>0vcz0>GQDId6}f50yEko|Q9&kk>;9Y< zI~SnT2?(9Y?9C{ICsS@=8!No}oxoyNnsk1nwklU^(A^&H*OhsB>`t!j>}5m{UT0M} zDaqS;;c>Pmi?bef9>;nEJ(?@GbOc80%#$B{I2lN9N;fTPHB!vwjoNo!N^qNvHE1}; ze^c8O#CMWG9S6BZ04~Jn!o<+~wh*&36QeKcbW`j+Jqvxi2q<$8hT+FhAsV%6nF=CG z(X<6(0svw%sJbm^q4W5FEdgr9o&o^)1Ir^80i~>0_)_e6L1A)9AL9;z#YI=5=jc`i z?})aLm*uH8!WssOix67{P*|C5+l@@)=O2uc3CbiwE}1MQ0cymcE8z~j!H#@Lc}|8r z;>0(L>(0csmmaff@x3)MSUl%!W4{UohtA`@RT_`wk5}?5M*zYuoC`ixD70K~-xbuc z!EL#q{+N70CVv(xZtDR@#KYz#pDZdu#^46%g21_CA5k^4@1J}Pn#eVXB3Tr=W?CG& zK_1;+LyE=3jK5_2(yV5>RW@X;bGO*m!c@#i-!R2Y=MA3^ND|(cYC&F`Gjl4hd-C~t z!E#}HMqAUTK9*$9TTvRU=kuiVDyc*HN1mn?tdx$LqN9N^uh$cDzOb8a_79}@F3*BT zscYRp0Ypdw@o7CDEt?lIllAz{^5*}b(&!5HX$Uw+SY*~s4AI=&&z#%d-WX=KM||`F zNZe_EilXjad(r(9Ms-ud$MBM2p6@7;dklD;%_)r#m9m0YEcptMa{<)W}(?64>N-r7V> z!?0O$B8-6w#NR7h6dG1mHcJ3Xl&@AUjR1~p2jsRfSqA&+00N(o_1#gMKu}h4ZVgUU z6t;8$fOINPlL&FL@~8Nf_*(SB%P`W%*tk;!3HpbT69Y4mQW~dR)(Xi3hJMM2eXtqgaAg%2Ar3wN;V??q zWt>+SkYPV*9BpRICx~vW;1~eEM=b~M@ednE%6{5@#FD6LM~izhM8xp*I>=QJR%23s zvXCA_%!a78e{7cM^b`GD38c9IH56Wec)-&br3Mg18<*q!*X))$kj4XI^xSWdr3iv} zOT5$~HP}LaKNFPcfPf;KB1o|tHI28b2Qf4*o1R_<1IWh@n}YFBB3|AH6*Xvz1hhu7 z1OnENEf=sqwCXPh?-OZ-<>Xk`9?a54cXQf)y?e(0B^gUV2uJ00%a2W$4g%X&Tb>M* zQ!Q_Gi_sGUKPsF#F>S{K{4@NcwT0=Kgm^69Fx=VBc#7t5`egis1b`u!ZA<vx`<+<+#qs|%VD-dcHNeUYXT6a_C6MQCF-4(Towblwjh56 zf{Mf+s+{gP%)S5x7mtHTqs3J`p_XS$6E(*H?@i~auAZoJOW^=WaH&39>4cf^C&2WD z;oKb82#qd0nW_E*lscU!?bD)A4?Q6>{g*$hG6KXv#cpy!3;XLkFJ1)?apY1lo#+Vu z5je6WL5}CuYWt&)*CzoU(tXS;eX{8D7fezN1yUkd@!LQ9cp>1S$^zKi6IF@-z+)*? zz~TCz-jMmDk4FI^N`wCECj@mrfvPw!u%nzF<>){9c>kBihf|`SmVQ#q`PawO1z>2v zUoGvAEVdssZ}TK&H2=sqDxrr6b0q)BVzVLN_}igy&i?IC|1h?{9qJ#h>id7`P>-|Y z>OnC7I)W{TN3+3&-Kq|8UPde7s>oo!WZCC4nPWDA1r}d3~#y_t89B$2UEC?EU4- zr?5LOxvo~s)k7RW0f6(SE=>pcqz`fa`NGD3_QIARo5<{n;lcjPnS$cz3Zs=kmC%JT?wmA?5s9t7L-Fqj*Kr#AGGs#IhVSxh-V{T`RKRR!2`- zFOl|D8h0alcDQ^YAxU89knKrB@RLX9=W9L?H42=NbNLHaR3bn|UKMh2Ke?9YEa_uI zoMAr^)KsTKuw@qRLgfVl{Sy0f5X zQ<*WBmGKeu4h4X|hp`&`&6QOfV73OIo}KEytyEMPLc!U!ZL;~J^*s;;Kq{_tet75F zst1;@B|d!$XuV1BA_O_Ph0;T=)1eRzrESM%Q+r_A%%`XFaRSny1Q63|#oR&c?TnHK zo>f-}k<<~|S@uEW_Dip|qP%%wb)a&WjlIRxxMcPDIj#XzPWYW6A!f@hxYt?vHLD_5 zGjP;Ai*2plU8u3*6_OKBM(VSidZQ49Ia_qwn|OEOTV~=L-r299N8JF}!uu%eFl0MK z(9OmzjaMBbpR)s(RN&+r~BJnT^R#i8Lz&(_8DK$j%8}Z3Mvl;g0=+E?TbAI|6)n-K_5(l zW*;H90Ef>g)bs=`Mar-{v+uH>UoNt0e3AsIJV31QX~mJO1=Ps!{n$ZD@k&s~1!DHY zF=rt@dGWEw%WltE9!Q?`g}ef=lG1o-v*C9J?tm|O%L(c)qL1n@LSum5oCM&%yM)Z| z5!7e<$t-|}eo7ZAjQoYT1^6o)tw8Gy-q0<)B})m~HXJs9(;$M_435O{SbiJ5{eFZu zc|NF?WD9JFxLC)2N=lBoj;vA^8)n7jGMP1T4oGff5p;O zJOhbHsIh2S(yu9kXjO(F-AX+xjKB-Cd`y z#5t%TD@MYy>inR*$YHWrc;0@}tI`##5?5pl%m-?6vxpr$DqqNmzvcV=z{K#G!LGyR z*ZU-$I5l(h2;(|B2hCPDquBg+{fAzfHi1LP{hAA67)V`VCVE=>PE+^ieOkLdB`JS_ z%$es8s|+c+<1yZ&fCH|-Y?kn5K_2z~9%>@o%L^1kD!Q-4GWHiW>f#Q%UfwM~&?f3V zMqmyR9ebK6?{1`F4X4jRd#nSb?K%h)97D8J{|K)U@*a45Kjd>SBr6hFtKO>D#~coJ zkl1gwH)BozRDFDilyAeS6a}Q%%WU+MN zF#_HBW28=HS|ZdT+VbrF00Jd7Vd>AEJTPY0w*$mrxS+xtP8fL*>wMw4Et7z6-dA7|SDgW>R)m z=#YFNwxtp^sQ>9lBKj5BtQo_A&QZR#LtDv6_sc%$&Mc-C49+QL_&l5O7N zFvJK?cl)5Xf~|}^9@$!GU$~}Lm{;F{s>p5G(Uu7u+H=>sJv9Q?z--NZ?4OAAAJl<6 zY9RLxro-2KuPNrR4Y3r#wr&n%Tl-d_rQ!rrc;KhCq5A zt5$+J@=hak0x>mTt`+FG;lePo&P^PpuYGDl0aN*H9uh9~>|8pE!W^K)Fk52eUS>>p zqpVs~Lt3jouC`ewF;eM%47gssQcHA+O88M|A&c|x6Ez*nSG0p_qz_Zc`T0lK ztt{dXv9%h2h$w+-S6PNV%I&s2E6=0GmKK)Js*{-GI*f*E)^*zU<|z5;w$zRDc~REk z!kZ5tV&7;u-b3n}M`gEzSY;BcW!G=N*+h>i!P9*e3*y0}AP)R;isxecl-K zvC46Hc!iw0h+Ndmmnd$V^2vZnKsgg{oUgJA@e*7vXt-DCuJPEar2igKcIc@R5;2r* z*9{e}gKp5aOvJbD%$T+yT77xS)GkDCF2O{F@ewe+>s<2Xf z@lEsTGsGR+{3A^tI}+~j{1DR<4CD1deawS8>aQ;IFazp|&tQLj@`|SJEuJ~38&nQ7 z9Lm1+5KkL)O7+0X^eED+^RJ9x8|0OjDZ!YZ=)Nm<_@mn>r<%p6j&)q{sJ6Q_SqyEd zx6A8(jg84n^vu+eC1{z)cBcd3lJJiAs~OJf_4*Do$x>_hpnJCo+#$McDOi(zB4)?g zb@^jUeVEYdyF=NKWFJUlbl-FN81x@*Ar&?pcr?v<$U1xgnFy(6Gs>rg=|Mn;SLY8k z1#BY9Ace+OO+@aO*gI0F+Hf(+Af(3DTz5B)OcF5BSo)7YT&9Y@$rH9NCdJ<3_5p#Q z3-yIb(^t504fT`P2lm(Q$@yb2BzcRwykty$?H^&J)g=Uk1@%wtaq*`~gt;2)_NQO( zA74f^8LJ)lxmY6fYLo{}6WaIFGV1ek)=J!w7zsbrQMGaUK%du>Nmqhz8=}`RXKuGj z=fxgH*4uL@`mFR#d#Cl?nK}PEnEUlUuAyR1DA2cm@kxMfa=-QJ_R znPWBXG}svxx-(_8&>n?p)2NMLrEaJ9-k*$>vWyYF8xf0RmQMF3Ax|aWvqRxIk@DQ5 z=UOtCIC*EUJ$}D3=Fn{=gB>hAPyx8((Flgusz;B+VXcM39s2@vp5K5Z)|iC61`X); zhf$&75*%}v*;st9T0JVT$nF9y*^rSHOUX&bz^xX$-bXAYA{&ilu^ExiVoISN9s91B zkBmCArOb14<>L?|R(_U`t3cj6Q3{E^78~!F+pzJ*d_LwO17%&+xOU89p9a%$CNM6iF?ZKLY%LAoh1-R4KvHs@)>f-B$fMh zz&a}rYb{?ifa{Boi#KQpD5(J{W<~m%nAX!#VAIMw5#M`D0g5iStbwf<-cQdj+XszM z8z1dWVbEiLN(}@J+4{q4FZRp#j7z>n>_j{nFa6PS1@7LHJ~j~Kc7uP{)Eg7CHGdrg zb$;6T!r1ZU*|k@Ioj%nzPmfY|D%^UUucv{u*r~cfoi^q+^V_QC>lV%ws{|jmh*nCUSZ}iXBAhnvT24kO6I)=$^Hb8ejj~C?71y6J zYo5z(*fsJsX6jQt;&x@ww92&{&&MfA0u3;e(N4OD>a=n@EO?1Epm9CiAc5$|q4okg zLWPpVTsrMOJp;)EKTC0GPhHS?965K9BNwSxsly;sX!yjV-@XNs6RIL11UU9_*Eu3e zbJWmQ%~_{)vC0a_C$xrHcWR+K6Z+kq89nil(!Lq#g=ieykA0i#ty8MS2$Fp3=pDs8 zO${XQa*&kJZ{lM1hiU2v*@o#rovu1AfLQUOSGAxxQe1Se0)@`#$^=u4j&dJjsBEiC z2r=&7y0{8=Z-q6Ov=4gdO}&%}g+Sf4oRCZ7e#eJ{bsQG)BI}_0d#OKU>#>!h1=AjO zXgS8hSezn9y&_u6S9Ok(i@_7%gl^_huW``xs|Ua^ku@?`_EH47tcshi+_jvp0HE7SYcQ1; zJ^1k&r}0NyllQf|)D?~z&QKaj&t{?ThC9L^B=|io1~r2zodP4( zG;=;^vp_45AG{_(8?7};MqU40-C;k%eqq;HbmOJM3xwB-Ma9*Po~9_B@L__ITJNHj z**f(_(xuz=sY!$KjEBiK@#8lBd&Z@lovw1~1{??1*XwI(d{7%#MDc{GO7>#=aw|G^ z^Cl2cwVc$GwxDsD9#GXSdIWVT#G*7fHWn0o1aDR?7s4A_!&#IUv{<07@_G}e_s4P5 z$nOWK)1ZlFus_RRr};KH`6Fn{`|m&8U%o_7fdR@jhAkog!xZC+AuT zYAfC}-a*w<)V`L98GWSAd@fBYoWrF&6(x zgrEGRAxG~!HF96_A)UFdQqxDHmH=auPddYA=v)~(lEuVg!h~8`t>D{bwL5viqv7O{ zQrLldHSRMblw#hV59xXmWCjiAfWgb*j=#0w!J}dd50Iw~J0(~$1cp}L!I<5aU0I(n zIdO5m$u*6~Pk@TS%kqF^QXG=k>)}{y{*-Gx(?>j70h)fwCJ;X30*xM3J&%|53~wJDPFBr!1 zfC)fan?Q$mdA2|v290Jh$LAiF^zLc7lw)$-*WJje?CRdQ2v+@;P2Xnl^^us~Nx4hS z>br|myPeKi;v(Q=3FKdLxT;NR_l%xcILCuAEvRqqYgu^Z*De6QShqZ9{{r^1v0I*- zk;$?p=TB=}RFLD5mJB*?&j09}{J}j0cQhjdI$WddMMwneJYt?{3lz!z?q_bN%a6$$ zriJps=H}~&$-54Kv#ulj$d{WAzL4a~({a*F=`(4wBarrUIek|Kz|o5!5+%3m-a4>V zv&ih^D7i68h2`$6`rpl)nPBUTYY#rt+w}aWE0FqNaa#@*korkX6Ci z@5xrkU-S-m%T_iUXOTgyb|}h@;(h=pZ=&Yrgm+=|Q+v4^r*;m}oc)O1O=h{ci+b)0 z={j%rr&G&e9_gckOSxpFU;<7$gd!^EN6molDkd0DLqd{ql|OqvEcLfXeDf~04EtRp z?u*#Emx9=`o1`|>i<&k8HQ1^KiNdVK@>OH%n$&O!H7wi3^sL21OAkQF*G3!mnWi7d z_6KY9uqI$<+GuWcg@wm=BB5FrWt_REATar2JwzXM^+(wrP)q~@MIV1r@G@}Ugv(nX ztkJUKUte&P8i7;N^Xj&$QzjJmO0)S>=()a+$ga2rK||N2yfXWRAycWl0w4rAuy78+ z`>v>4{5tJt{E?O*1i`&|fib!k)NJL0aVB^}IyRn>uW6@Awu6(bDoEhGfs`+V0SN|4 z`Ha0UZbBnUnnkARA4Wz-pul7J+K6dXSti{ke%i%>N!#GHHC(VWE@pLKlME4qvih2G zmp1=hyuK*tX+7^m7ZL_?(b z#Vn+!843K1y84QGd4yJ;28>;2p`Zrslz~|(i4nQv z_kaULN=4WV0;q}ufo@c2%LT}Q0w~un`)Nx7?Tj-(Z1S5~FVyPU%HF zm083#6@7PHo!aKvDb(ihaeYc&y>rn_^ozmM!~zUtLg{nMLm;5I+$^ z11&skvPd98GysCd6?to-h@+9g+Gx!;9$+ZLrpz*rgzreG++&{E6g24o~n^K)5m=vwMt^DVENwW zryLFxVk8AUcXIU4L3~#*^R@hXArRFInl5P@qe}tV)Um{xlN-V2ak!8aZR-)}IVdk#^?bEGqh3ljmIbhX2~{QzGbDKi7(R z_UQJD5qwAHFOyLkdXJnK#Ij1b)>F9zc-1~8J}{^OY+X%augt*va;hPqi+pzw!blB( z3G=5NP|grSH8`w*`^ywGDD|@#KM0j=l)`Q4cQ0bwuLZ~$>L8E+(m&gSALe!JT++~4 z9OSjOSn_Qd?b5G*?1TTV-AC(o+axqt1Ev&a>X;dZp`z$s2WHO)v-h>k2HE$q{sC&N z1DSoUuN^T;yGzZ>IsQ2{Le#o?qZw}Kzh?mVGr8cur)CoDBv_@n=L1Si12r!WPlTFQ zMgJ;4>q?pZZ}XNTiSNXCTD<$C6mD!_*7$367;iNeHdNp-ihOVY2&`1syMP9(9@0sw z9euPlSeH;BfU!4@7)Q!Mg#0_rnjJtW5pq*r_hBo!^#r})zSi<=0A<0DWCQ4;9Z{={ zV-PcSR~&iRrFUvZEHe8K^0zxTM;PYZnM8-3OZLCB9@huf{8-vQ`8w{e7s%NxsH>o4xn8YRRknMg+2K^+BxGkj;2J5zonV`6S?-e#`Ws?`c&%nn51QamiQGwC^JFQqw`VPqHH3y9psqw(6y8EQ zt5eZ~nz{6NyW-JtXsih8*uZZ=x>nY4y(yp@!-rKEG_{{F;cXzsS5tONzW`#6Ok!GGwYzrT(FoiHlk+iGVptj(se4C*v8yK*U9zde*PA;* zY$q{*>OS0e12SeI4Pg_0q^E<@@Gc#E;$c;4SU*?V#FlbHzIvZ(&D;#se4rF@cg*Jm z{FL54sBGz?^}P>t^ePhf{oY9CqDO;{>LBr=_wix+Dj7t<_8dc@Qadaw6{TK<%*y&k z@OxT`9Vd?Zpr1X+u`m-~7@SzF)TqntRWLHj4Yi5jhEjBH#y~tThMFX40Capzdot)a zXE{oIq>-*um@o?gj$S?FRH~DNPsw2`#0DJHnb9TJ^P(uf|EW!#n zC)|*G-2pr#H^VDv2Mj9^jJVIpQ)_StgQmmJG8UlF_3<@tezhOakvD+R2o<*(=w#ay zGka0LPL|CnSFPgb$?E^d$pS`GR!%|3WCx^8nVBdVz>(Z(q_@9ly@Ff9*PCCUUm^?W z0@(1N^howzH6-MGm^VPBu@Z(%q{Ypd0BbO=pea+&Yp1PZ2$Ih#w!-#!%({rUNz2)O z`nAc;#osE#zG^{!Z6UgyA%PPnxR~WkFGsD>IR@PLKAQ2(^kRORWGE}uXD}sCEiZPw zt?Er=TMZ=PDsKKS_xEQ(Zf9>~Xjv`=t1AM_1vOoU2{dHmp&=?TMITa0@25EZxJX-P zh7*qsnn)bZjX(fClY}MFQF-w((V^AuK%Ea}9gKnt_lHtq9p~A2vE9@u=ZZ>B4jNP; z>T?6wbF-)cilEXiZ?k50Mtdp*1^-FiNO_lt>MeK_vdvjF-Vyv(r=HX<8P`8*FjQb5 z!S<%5KU-)7s$B{|wGxHeXn^)il)5vnv^l5Zommv&~`=HjMm?QfDRN@4u%s)Y|@WH z<$ehE4=|sat;t5pP`y zFIZ5mEYOEK*^91xN&>USOg+o*iSH%of7c=>S{vFKI z>XEo~{wg4d6;+)(s*>PUK~s)ET_ipA#d;9tD2X&`kfO( z1jPC+p)u@`ksz;H0D4BC5e*%cN2E5)HlVr8$?5}`fwHFQnbP`-4m}<~nOaN&%Jf&C ze)~p33n&f#MVYcqhbN~EFNxMN=V+V7vma=!RoryzCBBuzo6~eum_*zfF0AZuVQvPR z&DY+%?|=2>WggRFrq2OZj}*<65|^u)#V%aWj_J%A;22n1-YErHCgX4)ki{ldJ*yU* zl!vM{#=M(_GfQ_kH$EiNdgN*&)-XfPW~KXyP;kq%oaQY8$)*gNinKZc+W21QR;HL@ z(6+0z0;P_8)Di&QtX^P-IBNMGU`zo=C!>CkqtYjMEfWZKL8I_V=h*#gVp--PgG*qo z%ZR#`dHUE;q}q(bQP1j{560tB;5$v%6=P&_NhR{ShvDy6r_I}8Z*V96xP%gEyx?Qa*GC=j`(Iop45p6;Q+99F`PB(BU*GZsRe2Xqh3Qh`Aec?c6{*ZdEOhDFgaX0hT=j#-t}u~-JmxIk zXvAz>*o;t7llX#y*P;qj-Tf`Zd(^RU(^08$(|~HCvD3GROhl7M-uXSBR@OE6#*c9R z38TiNFR1Er`ZaE7tBa~P@7=teN_~zy=WqR1g)^^&4T#phVu)y62l4=akhg?5S$s@xKZHE#RmO5h7H!N7Fw z^L4lpEz_dYv9seuSlHlb>cpUY%@OjAK6|*vR?_ma8?{|n*KVHLTw#ytj$=@`Zuqn& znDtZsc9Gr%4e*9P5`*4@=97s4y=wWzJBj6U^dx9Ac6lmzLj}r)16LK37!7`F@c6KC zk44%_u%KeYEB7v$b5)v3DxvRUt|XCY`RG>Rs7o)2z7-Qnb(6R@nZAlo!0P z6_y5fWG4eIRRxV5{Tx^s-JoOC?B{c`1loctn#W?-#ImJlG$Nn&ABDo2Q+}_i&4cE* zc;_S#ao1l9NAm(n2<;@`W{9}4Qv3J-$!QB#OPF9^fab@QC8TGYo(-5KxiRb5HIYL( zgsI(_$7mSn>BXw|r$S6llNXw3AMk4W@{Iw4$pDN3-5lqF)Nx_2pHak+EVeZ^_C zw+FJ^ULvE!FbCZ{gI~cil4(-Ehtp2vYgeXf`oKnr27r#^@KeK(AMHZKvRjdYTVC<{ zb!o?-JqXxN`$_PGQ8^$H>wzFlr&Q=8J;dxo>rki+#cef8)oYRSZRLHxm5rwyVAo7l z7I&@%(2+h(5+_P&C9!@;ca%tInh2yq%nzR|_Q7M-rUt-{9a0S?8M<&Cd)^+H)Oigb zFKBfXw2KI6e-br&Zo6Ic0*a(_&}>GIRsKwS9k3v1;m756%GXqW^6KDL3y;IlJ>DSQ z$JT+0gIz@w57qeTl>o^>&Oww_mOn8xpm{C)YL`Gql88{z1&iwZDgA`K@cKsA;-m50QztPUYK~tnSCs z`KeF4jDhV)6RR%bXd1Oj-$F zammEq&t(p#>HDt8ix>?~G$mW@T=u~g^(*&WYLVAzLT>+7ADIVjFe{mpTBBn4Iw97} z|9xBjZi)IKs9WGZ%w_XK#bVha-Zz4yVOD~f5c^KO1W zw3-?2;fEk;R?H`8lF%8%y8Ws z>6U+rRKR?%7A4mc@v3t`oy!I>C9zKifK}cXx2V!0{%r{)p5lhB4zo(C;VBFH1h(wN zEw%!^#yuj>g7fplz-LyuWDXxfcfWJ#osf$)CBL-}^A}#c%36?wL4H&}yHU%54h744 zpjoY*)#eMMwMU^$&aiW@e)oOa@qyh`+~~RT+mhiw6~5x#Wb@-&0hW!wWvl)xkCVp? zfKS{`~R(V#NRP(6%^G zT#MNDo{RncC;E@?{1pb3tyYrTC*7F=J^dBh`my`z5x?=DoOup(Q6-mq=>Oy)l8azP z$7z=F*S|%R|3y3V_eK4~0{*|esCCS66$zJ6cBS1Xme7j~zKR#l@`|682!8f3#uVqG zd8)E1POU=Yb6i~1hapn2x0_0DQ-z;Dd71U>VJNn8`q_u#4A}TDE{B05c5ug6wk4D>w5%y(C?H4)dkv%BB#Z8UCdv3B^UrVbZ$I45cvey0Oyg4X3s0(Q zr}&hxsnY*Cc98l*I3ZP3I*^{2QLKXIaftq165WrW$B+&v-tDjBlbw7`=8E;zE;<^D#<+u$$i30(|0q!fpLezhy${{Z6f&*Lm;{5ifE z%xS)WyO}buSG!kZ{^j)*8U6QEi}IiLRL0N6;{7_?f5Gva8PDz%G~uWu{K7xau)U}Y zx+{N{>ObEpB?AXq@p#+3_d~86SdpeJS0ZQhuNU|ahx;dt7I(o1%R{O@jQ;}3iVfK3 z6%W8R&ksOjobFP0G;R*ID=z@iD%f;-i9_dI)Cv$fERL2Pm}N}qynT6bE>$*Z7Kkb6 zfPP^cFlQftI58s>OclITzYZ-v>;2Ih`3>3y1?kgo14iw(=l*&z&?bCT`e}+4mUc?iu}_VXSatX2#4vZn5(UYA3UM;Q zOr-GA8rbOD3j}A8lHqiT(DkJzb(uytB7|3GjvnZ`>1&6%ROlon-!hRtgao-@z#%Er zNB9ghL8!nvz}Gwrn&mR*8EAHDmUP#oq1}~KphQ$sm?#xcG^YuEj_HD^F+x5xc<F4;z3RJ9?mmNw#4SA`Iy-NMio0TB?R=@kD=pT2k^WOjOHkcBL-5=Mj8CQ|> z6y}D`p3#|@>KKonD{jNF>LibD*N8ivqh8f!Wsc~wuMkEmQE%DLSZRbw9f-Pl+l^2j z`v8$lQN{kd`{8a|(7fAL8~fb$)}hs}I3WU&m@GTv@xP3t0bA^#RiPJJfO7L}!Pr}9 z_`wV8nU+sJ8k>v5O^t4UfQI(A_kw+TZ)qn$(C7ujJY%_Eps6fx(AF?%fmB|_fW`d) zagPgNy>Q#}%k6gqxZO$tYnYA!!+tV=#L_Er*II4-0P8!-(LZJ-6omMAt^dQ`d&g7V z|NrA9u2fe=Rw*T=vKuHPG?eU;V}-IEtL&{)R|6T95i*h$4jJbN8C@AgM)p=@uk6kD z@pN^lcY61^zJGjwx7+Xb`KQ~tiF01(IUe(Vzdz{TPwaa+j5J9(LR%41#_Y zic0Ff!HWPb4WLkRo@?JzMz(*{9ix2hjwRIT^f1#&sCaC6kIDL-O=AP3Z^|VtrI~`Uoy^ z9D%GW^+iSl%zagyp`Fg{84R8Bo|Mpe&RV9pNP-HwICu zyJ0&`b_Z>lA$gi}pIWOV(t?`4oZ_e-8W(dgBu#?JNz~U&-b4SIVd!mhhcBcpTs9Wu z4Gb{_jJ{Ne2C2-65pUiBO)+$Y!`l&r&6?E=3szvhM;@@X5 z250&VRN-SjL6_k}(b@9rYA-nE8#45r9YNl{z7DC3nb4Ip>ax6>1_jUydltUlOL6Ux z#AVv4CwW|`mvbI@++(CUs~QL38b|UqUO;ls$HoO;pq9^U_Y{hPHcFE6omY*qMs+qZx7 zc40!O7RgjJxa{AL;HECyzYaN6;m|S~VoXsDQuVwiL6*7)Kr)9gG#Bl8werIyXv!_YgR)Pb1iLf8L3GgijX@nsDTVJ1EaI^{5}$Zg zL8HB&<_nNpj3$aAD0e?lYA7svXA& zo6)_kdqPA&Whx2|sxUsIH&*4kS$sy2OM?i85s4^O0Gmzo3QYiZI^QjYT7t1>z39{_ zqQ|0R8%?N0`i2pn!NM)H5 z7{?L?+dOP;kO@&mkJ>8VE#t@*>O+ke-Kt%*6>Ej>46I$h%NwEoQvolhOY<6u^1JDO zK~zCMFa5n5zBQQM?sRNlhGb#fFz4kyftV_h!k?XM;HJykA_uYkvFUL!4u+kk{yGVV z2kQe;c?Wu>=cN>)I10558+(eHP6!eYCW$TRyjMP1o7q~>gfdK0&IJ@* z0M`?$P2>{a>;i5#gTc)0sI#Q{TKSr#xg!jCAW4^G2Wli`$Mn!N;_X{$i;lUb(#ndq*l`NQJm(+s!~{g1iDjpcWussm34^} zPgbe{2tSHXM_nz@vm!JZs_rEoa)8ESs&MeYas2%t_<*o0RjF9hxT7+sa@;{>PqC_! zHZ|P<+Bf(jK8jXutiAZA<2)~p)4Fss*5bf9{KL-e3bqP&rHj-x&d>u?Xe73EG8 z7t(|t>6~SfiRy-{7mM|Wpb5xb>VHfoagM#${f2wj!Gbv58APaxVarWZsYg+@Zj!i6 z;s&);pfb{R1d`oi$O6NSFS=t`$x-fReq%^;u8jd-#8qnHtJ(B%Qh^Y12P?W>CefHf zI1uCfE>rub(zbyu4qMW7*vI5;{=n|Kz5uOrQvM#x0wUl^WFII%nNVy`qdFhW}9O?JIx^twO(d?%8% zd%&}bwmcAjIH-0ssCDi@8K#M!;w^ol_MLi3Lu6e)FU5mU&o)rp-`~zB|M2eSoqmC2 z4-^!{uyN)PQ%U+?F~8tu5&^+@#OuM=*KMXcCfUuj$19_5e(INxcV>*+9uGk64i*&= zjF5*uPxeR^@B3hUQ{YfnBPjDX+VSU0W+h=wA1D>4LV6N?*qDcJ{+u78s7FFdp_dcoFE`hx-g{h zyW5wn`bk-jXL?+&Wo0%NYKk&=x^VTJ7ioEQn2O`CNT^R9G3w@NuFL-`G1?(R#Z zqhbj3f4XA9r5Zn6$!=L(4fUVRb~cmCPqq$GgEC&Y90v| z*pVoVy6dkpW%V zljBtrveD+(d!d(Fp?A0)kOV=0b5%g6>j}#{qOO}r0l9Vr>&mHlG(Eq{6QboeO@vkN>R4bd+(WK z1uu~qgBd_tHN`_K|D<0a=FA~a@lQq$JvY~Fkr-x7C0?qs0{vCG=yr$a&_c?0j+Cx+ zix8(8fCwyvVy6n`I1I-bFT* z5L93K(pYr%(;%q(`GF=)Nc_9Uaw7G{cbd#^j)NbsGrrR*X;rZCC5TAcx`|auzUbk* zp8pw%N#@&H`Lqd4qcjz%cg7o}CgH0Bx?=H0qwSD-*!K#&o4xk4ouWl{%5uC(@j+ol zX|r|plNzne3~gb*nq!?9?Q6IvZ#7p{I!nYFFysOY_aKH^`xH9a6J(A?V~xxRrzDdhg(hhyHgnhPTAwGTtf(%cpFok6wQ=Hw>z z@m;C?UQYj6)fO{jh^cXuwQDiF(HS5pWJA|pUTu*kC0IkKOBmel#X4S;=q}KP`q}Ex z9Ik%`&~sKMiw{TYgQB(ex+`DZo6Qdjp>x}ojk^r0pTGEAzMW+4Cn+sc84X+9Ep{nGKrW=o_)aZw6rU+yv+A!)GDNHgMRoG}h3PVvQqRKP$d2r;J0S62EgbZB;`5u0 z;nxoyRsXEiL+rR&1(9t81fa2(lB~Ua`|jU5vLPtCRNDA_{Y1#Lxwo-H$B08`qj^1L z3{ZS0AOe~>(V|#(+UDf?f$@@`#D>MpXwix(m8suxB6OL?@rC@eRM;se$ft@spCVFB zc!uq09crQX_W^cW3figmuuECV;=54RAO7@D(iw|Jy|^*TSE8gJtS4`y>kGcnVV-oW zy&^*Sb1GvG)PSU-pPEb3e`vrsQO~8LH;XW%0XeHtO)e8OvR_o^<7A4DUizW5)g^mX=a z;L|Pgk-W#yR|jyP)_6zq!cN1lpWfIJn+HH=y+K&hv>lk+4SMN*2aB{Hf&#dkAuWQIV8{KXtU0mE>DWLmoqK$oSRHD`KmSN0S%$Y8ekUr-F<_L%N&Ck=4SICYP?LV0$3`J1fm+Pa*=ephtw?R zSf0g8pJp3@pB8HnEtWz;G^Q(|*YLWa{TbykRt&ERhgG31r^(J@6H$OlDLCdgzSNQx zY}rj8M<@*zO1r{24?6x*z!4Hn832zL6uc~~+ii*#jBC)Dv|x->_Z3-%9v5-wK-DrM zI6b1c2t*`ORK$$P1)YHiEr(QHfQb@r9b0$7lP%H1g8=>PAp878#^Dpn*bc;HJH@CzqU#xr+G6KAiakm5c7HLpu zp`Dcq+yS8Y8-@;VV#S|DNl&YA@9}a>&jy{>G~wn>XFJ8a=3h;N7&!A?u_rg39N)z$ zUaS6-OlOP~GWb<*n-ouOmUmbiXD6z)1&^;{YEMcviLaV4uyJGpKtvDtBS{!jCbv`& zP6TkC@!*LBSAjvK5m7Jf7%8}G-?wvR=`YqgnDKCSxqw*ZnHzE8v0(KR^YoGZ#?jmf z=FcF_%Y1UhJytt;044Q7Yw;JOUYnmH+*WO`?A-&U)i!>W4B+ag3_$Vh>(D+nBh4g* zqCClT#Qm|3z$>b@>)74m#YBURQj#KEE^Pramm%Qiq*4A}c^t|*;qr3RzPD8&yy?)> zzQmhwS`QKeL(om9E9JFuz1cQWltss5AUFk~3&AQjU^Jynq_NXU4I{s>psek|ry7#b z>kMIii2asWw`WIxGWAT9myJZCugKv`)vIT&j}0w`60%vsQl4LSKBG{atj>ob_?FHm z+8&91h5@>M7f@Me1`bvbBp=zS@YNW^wOEy0Nd>q{z#cf*lQ)Huez1-V;BZp;@8iuC zSh`10$z+R3^7{kg*$0o>G+Qa%XapA!2~*gJb%{Q%%r$^m%Q`^-NH>cn{sVY`;qcfg zatCRu7QiRgC(&V)_rf@WgcF*jXc~(6r!Vjn8Y0!4IgsB(j_Bx-k68O?QPe5>^1d!Q zm8ITMi$-=_@FlxfOcQ?bR2kBvBAWXITVGt(#cKz9sb`_#^#GL%E4$%v?A zUyjH~Sxi-u7@^am_u3%)o+!`GjictxStVWD+Ovn>%uZbTaKo>wT-9$Nb~r|FryL+6 z#}aI^IPy=^0aVIPz1ip(J_3WWc=?0NDfSK6E%MHj`O3CA<2=Y-!KA_7#$rQXOFf5U?oR;+jy?3(rD{V9Hxy!Wj}ZJ%SOB2Sngr#l-HSyrPj$IP`Vs z16ZKI4g_qZecU(@3D`4{{OFE-;^nP+;9hhWCIpn$!%GFf^Vv!er4(D3Z2liIy#~V!)tW zA?|#fK<#4>or%uqlmXD{tArv?k0pTh`GhnKyHHIviQSa^OyMg(rHqn9*C8*;C%d6} z=X{6>YOaP~-aX8BR?>|f=CrJ~C|7jC@ciVaLMUR7gwo6>-h*mCDhoWn5>8w2hNJ~x z6FsuNqWw%OR5h=pY>n?4aJ9=r)%0R0dRynCtwB!a;{;?pkx2QXo{TL2&81Gn3P?GA zZ2-(#WC}^88W%#{-Fhs|N{M97a3Qq!ncv$2DdAw~QYhRjsk( zWZTyNxm~_G;p|te$j5;7r3D-@h*;`2>B`?3>geUGAtVWc_QkgjA$YHzI2wM&d2{ak`YOUdTa-SwQno%sWrD3_U0hsYBF<^@(cc3#{2SL zi8FVjM#O+9DDJ2@v=K1Wsf>wl+^W^gfURi>{Bm90Hc=$LI5X_!a;4w@7)Qb@Eqb4M z#J0ZUFy@pqKT$l$RAxjjQs}m6IOC-R>QuOGXp*3Q&~#K>v@M{h@F>RkzF0ltBwKi{ zX@G3&gu2W8cn>7#9NdUWT!}_P_S@)2G5&Mq>dmZvD)sg%hB1x`e4Mm@l3COkP*zCf zQ>vrUPJi>q&IskJ%$;*ANYtd>aSDuc2+U6n0{gX9cMq|w%ftqvBihlICXor-y|Bb1 zou{=Ej%il4LAd#$^Mfdep6HB5B&|91p|C)B1_pfev3%l7aL-x4Tn!9?{$)euzE2CJ z$YnRx30SL2(BgmWJloi+_t?VsK)2SN8s!V0I5ejvx2C=v=Td^MH0P(o8oGOMZa}e; zW4Lnt)I@cLWf7(U$>LW++hdRyZfyVKNyxe++6z45E<3t<Iq*uG2R)P0}cJ zuUv;xOIIPg32HG#0XIm8<4I{CAIGM;54U;L{JhMQHkuWOH6)A(wcX$6#@uF5?8Byz zoCqzb=PH#*JA_k$4|C09O}jGnXK1R~r5x=Drc|8=$wyzAI)5+!Q4}vEGgm$_K;t>B z*?YM~%jRb%cq0>kSu5i&3uc!3(9D!lM#kZ^)H^zDtYgI#k;pFkn zyH32kELE%LKcUhc+ZATyfVU=H5YlB8o8QPe;3(TN3VYYvf8|3E~jTL)$!Va;~D7mZZRszv?!3tEZWVkj939?FPP$0 z!CW$_K-+DI%Rbq>W^x%C-0h5`9CMd5M6?ec4U^C`mRl-Fdd(679{p2zr`eiPuLo#` zfm>KPDq@(KrkK2LVaJGO0eZdyWDi2KMx4QDaTlGXGE<5$r!un5XOA_B6ppb%=`;Y5 zP2-f~+V@PqJ72+M)AXmr)LnWn|H(Q;(Sw0C&>@%=hDpx6M>sEsv zWQMW{bAm}<%W(f5h$ib}{~X>$;KOA?og~_pP9^^C&NxO(8`TE=XB;872l=my{pw~}$nOVrwl3)e)IRa!4Q`_#fAWASr%91qK@PT;GOG*#U^EGZCtwQ~* z8K`yo0aHH3t=ZMNAShMqhWir-4HzfD?q}gm3b>ldoB}cFGmAs*{ewc8%bj|$63V>j z$~_>*#0%4ojJL(%eL0Py-pFirtu02%SCU9Wkhrl6_%c3im0yko)HSnde6$3~HoY{D zn{U8_$CeyGSnzuGlwr46N_q81w4#5D!l)HPAX?PBg&(QkF)l7|rmvthmCv3mcXIqP zk;N$97L9qZ4x&jMwTGcam5@S);=LK$8EB$|19(l-+BP2CM>&oJeysJtb{3O`a?l!C zA9|`yar?SwwX^nkJ!Ol>&|}pLkRDm)TgY?pH;~#wq!5cLMjRIzT=stUa-W5gyO7e8 z$v7e6wc~&W7y~w-z8QtPzkOH*VY6H%RtX?S0x?ciQELT>S;kl&-rKZ)0(6<(OniGh?Jn)~O<+#cSI1N~7j& zL!WH?7nH$Aqlq?Z0h7R)D8+0yjf+Ik0k_(_9fsgq-lq`18AZ}v|8^osX)?3?88RoM z7_Pw6D`|KFISjP$&j#m3Z?aGoE#f;fIhmeB7U6yrac>dIAL~_nJs50*Nejw3dNyfJ zod$G#TJq81jYm%5P0R&;+K(T;DsDF&SnTI>rpwC8@^WOz2%|7S5E8LU#9&1gVM}1@ z>8mTlWWkDy=b04cnqTx0k$V=Og

_smzZ8VMEA%>W9%3zYR18BD@^G?CXJM<)I?y z0V7Q*fFvE7(EYhR^}|oXtjTA1@y4k!)`8DiSC$N`b`=~f7umsLuKAB%&OTdUI?~AA zX>Qv4n%YPv41D8pLWWelUnXQHm_kV4axI~u6s?R`T&{)x@YR>M0oOnSh@}A!SNdh@ zcGb&Vh(YUPtjmUmF2%pj04+WKOqJrBH7GkmvrgtgR*k;ALAq$m z^4qTZ0xJbG^ay;rRhNh8$hVUrgO&j%suD=Fk5J^93RL(=%0M4`*{d+M2=!4V5N|CI z&?5HGhpI%f8Rx(dAu*#=luS_G^8H~Amrv00i!dUhIZR9$Fs=GrtN(S_Uh*0KvpiOh z{`06VpV?JjghioG8vAOn>)(9R5i~-p;6xwmzxkv8{iJ^kQ`rAMS8wL{x#Q!H#D?gU zfqohYq`H(X+@LJ|!o{Vvr9__5@?eOE?KvbAHv`TiY-5Hx{ku@txjL9SaLMrkc?)D& zslXWOxBDt>yZbb=%K>wbsYQvo#j`A5A#jWYLXVE9SwUIwHr!mmJJy+rfuKJ&Gx`iQ z@W0GO#JslRV;^(3o^ns)xZ98lfsU}oS=ct&ttZ(L=*pIv;X-o zoFD^0al6*VO#hodYGH=&fBZqX$p7F_Ek8o<6*wrtTf;hkO5~S+<>wdnw}G$La@cKV z6%YLLx%&2#7z=1DSc%*WBo)wB4~TwT!0yecp!xPt@46p<{$Kw#tP}+S(`&FI|K^YW zcccEl*r=IWyIDR`LjaBwj+;suZfhk>igpiFQn#vR;aQGWzdvobL3(9`b^)EI>V6_B zMib3eZt4O$0E^pu*DfCbTg32JW-e`N(WaRLS25L$UA){Q`NKHiwN z`~dQcWKMlKo9w@TkmXPK)eHF{IKq8SXklKsRH=*C4+8qyTK~{a15=(-<{IFRo-<@=dmwpn)fZ{KT z+cBGd@e8ZH$^UK?={|P)(HGp4gLST*5%`HAv0U* zn0~lCtKE(7FYNz*DbjNNU+xrcf$6DD;PPgOCDJ1G(u~E0*-F%}LVge_83M@UA@GYH zqY@E1>1aAPFANAuMI28wsSD^P5lX7vwBK(I>CwJFaWNEdHVB6|HjwT&bGZo_^kZ#i zVA?|0^0$?KnTm$+_79Il>drpa^i&~=^F-t~K9Ek;K^$C|zIe(drO zW1Mhk%-jG-%NRl#Uk-sF?ybdhIqen-wzuVgbAWKcu*^9dvDfru`e~VO!rp~V+ZAsYV z#wMUjETOJYm(AaD1c57oQmL2$aF)yn=bu3*|M4NXbKAOGC4#G0@CXIeXaWTq3{^2V zJ(`(X2{Z3ykyfTX2>(_BN}(xovbVGd=B_j#9yER06+lBR5gN2K?~lVaV?7Y8TI*b}Lq7ruuQ?67YZ^OMQ2#cp3R8!Z zJTOu<_@1(63IGpJ`K}{m970D8@MDTed(gc9E8ue?kVYFy{RX3ih}k7d0LVy1m{_=D zN#hsJlYV*mH2vob96!Yj(XL>_%2Qb#pyEgcs0jYNS{Af?EJ3C`3P8hS20~3gf%}*5 z+P4=~K`5iyd1PQ25f*a@$?HY}@R87#J}7d+Zsdz4Xct>enlyW@y5HYDU=;!0En~Nc z$8vr|iBo182M%W}+XFzc9n69i;Hy61v1-xl`*$aBg17NIf4*^fJp@^=clatr!ITi9 zf^KG9IXs{*;==(qt9`*_v zkAd0XJ_mw)m52)swfa{ls&#Z*0e8Q|2UiD>gcRbIr~*NhAv45};WcO%^Z=AW5+F6_ zYHGVjAEom2ZmuQTY&D<{oJK=l89}d0 z5Wt;9_k=!_!PGbeiBy?|0Ta!D^L~7ed59rrDnAtvJbXg6HKmAg4!XWUNK283Z9iJf z`Irda$@1?F2X)>gBMb+o1U5d%6sF_pDTdrA*wF(xr!vp^p~VHW8c&3D+vHQSi5pBu zKr6vXTyry-6|Q{NmIuDQg)W+_j(RHSrl9!4PgOhECMlbL|` zJ>OoPdN9<{Jcz?1Us990pOGT~J-@GMZEqc-9U*1sG4MMCL5B4#_b0$|OQX39l|U@> z^E}aZUylP%d>!+gzhEN)%^!86gAuF)seb-x>3aqYc9b*T(Ju+C?&OmtU7^#T5Kd3# zOqKmCmQk*K)$g`qO~Rg$GjhjR%}ovW0D`^f4?DoTyvNXa(5Zxi14j%Y`nbPJfsE>e z##NQ3(f!2;AXWf#=C3;jas#v+k3E@$_z_d}Y4?wDnF6#S)@)}+u#u|l+IJxzW zd^nynU1H2v?dSrdb|isKB1ODq82^U@Xgo&)*!P%t81{>hB-}eA!SN~ucdaDV-g}@P zo{G?3AeEr|CLY15XF#Dn1b=uZN3CqIAYZU~5nDbV*DV2 z@jCjC>a*Olg|LjFueEPZu(9PJ)uP#h%VuR~Q-yAwGZM(3RG*7i=;?}6HMJ=wii@(G zP-5}UiDV&$Y$!WJ`K9b^0=1}(J-@j}K}$j76&AY#jI#oVCPkcUj05Z|a~Os{_k&_R zu|NDL8qq)7r2Hpt@vJm=f%v$FCGg665KcbdbP1M9b5K?qaL;F9W?G|}8E~Ln%DuwC z;yWJWI0hgkbgPLQy*(ZSOH%^jMFN3-K+n9hkQ+u!0)s{<5+r2`O#Qesy2FKo(5z$_ zOy%^Vjz^#6lLfeso<~yLY3Q7jA)6e^##i5d}Q4)Rm_a8L+G)qqM_($KpCz0KKWO1m*zfNL8Pv( z=;T$q^Hj+&EA=}H`^r5VMn&o|=b0C>Jb7HjxT!>2zlgSfDa6|C6lEa%85Ns9Aq(pD zc!>81b*cP~RYxgB$R62`mdTl%KJhV1jQoJzfrc-J-82hX2Hl?%>!zou++29rD^Aqy zFAoawfVo}g9=em`(y0Ar&Z1 zio&%uZ^}Sc!z6f_4=I0<8B>#Zj~9Bx_6AY>ziX`me#qceSj`d-P|3j%LKSY=uEZja zExfu&^hL`CNVyW!x%C%SVfJbTVz1IVz%6y314O987j4DrZ`1-6ge!u-Q0cjBZCvET zRv&kJlni1Ws}K{5ou`r^m}V>WpWVJ5*ej)NO(>Qq@MKc!S1QWe_;L@Zd9Vk^+Hzu& zDff|>4lhrT4dWv0CFW<3f7!IH_nJZK!|(TG6|;nu2>ZN{Ap%^OEz_fPQqQlxW=Yg# zU+w%sYK*dr;fsghI3a9 zLyF>(3zGbtN{b0;n}bTDy5;nlgw&$H4Qmk_Vz|F`w(3l*zqKFNz0Eso`t?8C_n%1@ z1%v^~6Ro_cN)zKWe~BEb6ao;*cX2M(Xu zXhXc>!?k{{z*#AJsv|08ZJv6wUnE|XEHN4kT6`ef=qO49KT4qYbFeKix#vch=ZXXr z&;jt`3NxmcKE}_8cY=RGa}g{?w7tWDw#BZGonX+b#@3hut;A|Fr4T4g4aVb(K!%I5 zmBO9<1f*h#VTW^b#?+$P668>G4nW8aGM0th%g*a0Z=8<$Oy0IwhVru{ExYq(C59)S z{xNWULE0y?RjpG$Tu$Vr`fe4wmAs&u;r{e{FvMvp`NIb;lg@)!n9T;>EAo8+4)L=m z*94$sxM%+K-t=AMR4!v`(A0KY(*Uprx^drP+Vvbd4V#>uzyWYvNwU3HZi^-C$Hy$Qac5#Qa+UGl0LZ&IIU z6vr7BNCr+vIDHwttU=%t#TW|N3^qyLOVRF7;(h?byqWC2JT&n$={sAjD5C9K?@Dt} zFJId?r!)d`#`I(PKBQyD>6;4@Mv9fE@CY{Vrnu?94~sx2H_QnohqIT3GeJ6>wva(z zvC7}q0Sk21ybZg z9(&+0pg(z`KoeW71S%>Z2CtMUIlhb_{P`9y{RF20l1Nq??jmqBTS6erWXu?^QFEUs z9)-Egrva;)=~fA)8mEV?K&VoH2rzjbjo||k{KykZY-pB-^^nRItViD>%$8S-jjB&V zD5NC`rKCr7Z`SX5ieeYNF61R?->@Xj^g&uy+wWK$T%V#J4e?b*$FI7{LE_g&9{2EL~%p0KQ9Om=@qUp-Y+p@vUyw# zVmOAX>obt(IuhwGrC0iG*v3fq2up%cNTo{_VbSXsKncp1#lQ+CBJ_Zm%==q9h?5iU7BdMF zRooNB0Z7k%Z5-lMRKQrWWd8hKZD8<7CE1&hXNW*1WB4&#yk6HRAzjaHO|yhut|_ry zlysiCsqTk5Ag;Ex((9pHjYO4>9r{lnBJg*o-NBX3|JBv(goY{V zssk_BaA9t`UJ{QO*^Tkqz;uvBDoIG@gWYc$iToIk*FrePDYS^HT*8{!SKYaY@5r!d zvggQW%rv6%h{}u!w-WYO=@bFQJ>2qS_cr-Sejm)}HGHIjg*zuX+Hg_Jq{P01T z_LK8!Kj!5;l2s4SMgk=D!;W`q!@Ws8(y$`3;bRqGBK)0!p@d2A%uh50c`Lclsl0>q zi>H--@fDYA)3`r?sFOi^yA}ACmTU)_IRhVII-*r~qju>L1y%p@9av?`kpDr(Gx;S<-i!?D)+oG$5YJMlTjxSvE znc9Ix^?RtR^-SPAw(dn@B!+N-`X(HdX73JLXvdF*Mt=jjQkh|q=DS}LtfIK(<=K)Z4sdruN5gt}*=5iql$Fj-N z8~AgHS~t8Qj*M15p#x0A>X=JRR@_uMa(P2^9kgbW4_dh*3g}Va#2%Un$NmCEJwAta zU2XSnrw>X6uXP1B?-3D3SV2dL>{ApY$4l%FFpjM?_&6}-U@)hi`n1jDZLmr=-qFKx zi1vOcPg~cYWoL(WwX*go=BbO%DTcI}Wg{A&jfsO;uGwwHvtApX0PtQ{vpUAwgRe$n zSh0lG<*e!>(f#>*!nN{KC@VbptvVTQn=`w*zQB5hXZ&;bVKj1^zAvgQ41lA>AK+}r zG&L*}FYlTfZg&tD>#IZ7gNfH|9wuM2Fa8XAm)C0>(5U zk+YO$XJHU^L9`Q&B4aq^;u@rWL3uS9*jE{7Bq%k&xQ~n(jLLkHY6rx>Pay6{G))f; z`t7}KIRpjb*%T(tP1Yg>;~7G3Ui|v3Uz*O9P^RGpVHgxkdG+cWAjiSltF4~6;L)@ z(%EE!V8!08eaVaFxze~NpWk)kEXw6LeBSZa@_n9phP{z2#T`Pr5atsx@ZtP@vGT!~%OBQ-oj*NWR zs%^FHr+*t_ep*bjIVf+gsN0sCV=36Pzg%bQU*v}$mU~~7rlRnX+0PzMxr2QDsq?$& z805Wo+<0^7=x(a~HyxB)o-?~|WZ80?a{K*br|3Pl-{)L=T4&Q=RPVCOBSsfn&3ixk zS_%e7WM;JVwF*VcHqZJw+5$ONcDtq4iy{mNTMjkf|j(i&1~g$b=%QA%BN8Hy#bE80A>EKfOgW3BsPte*&dEV zY2g7BC!8YBtF9$>HzH=Xa*~!f|A*9(1xRpHGFHcm#In8AD+xr#M%*9lz6~!g@8y04 zQu09cF70MSjboW+^>eumOl&ISh?fr}7p5eLW^JJuu#fds)c$)u{f8k;dIHqSi2cet zzny`w8gekaJ3+gc>!hlxY8wQ&oF{=2#USO!>FUd&bPg0+wLqEkK13&H6=1&lyi7*I zK@)I=nw+YshjxzCC26-?B|4~Ml$M*J-@g#!qo^1%1=YzxH*N@}c7Tb3A0w*#NgrKaRf>r23V{cATPU&&;Cv70a)h1HV%faqh94o{>R7haleG)I0cfbJCO1w zRBv`9*$%f^@7oPm{52HqJSJavoxD+X@x1t%GiNfpgh={j%v5_{RIC5qkyF+El?&At zdgNfQ09G~0e!N%aDPedJvNS;y4peAE7it)IV!WlG>seX9#fj##?4ZfNL^~}#~z013@s3~?S zuJKo4$af1^F8K*ULN6#ga-cbmc^OuHs!a7nE!7??7(;Xfx{yzR@ybWAA;Abfy7D+0fgoi7zfRCqLJ;}1LH#WG2bIA z7a(Z?ydZRaAUs^X%<%nb8lZd%5$rIEf!k%_)ke}y zUPJasb<<(jyT9LDHE_(MfG7xC;g8s=X-WjME6r#4kZuV<+%fH>c z_bX(M`A9Bhuv@S%B|TjL%}{y;c1H`2X}vQEa3v;36Vqq7j$h;VXH!h&laGR|Ye%ua ze_Zp#9Ar-g4B21rd~csrsl2OHH>EKD@!NL`>m@_&P}JQ}9I{bhTIfD6%8swec+tKL zUUcJzHRwKO?6~}`e)U2uhzyBnH8!=X3#oz41}{92FgQ*^cy(LjW=y@r)_nKpRZnw4 zj9a^-$XDeGz{uYhZT#*(S1wBoF&FO29y7aQHTDc9eq&{ECn*kC`o#B&7hRxjnh!`0 z?GI0ms0r@xA~}3>9_AN(lL`jkeVm}?RrsTWpF#gaSC_QXsJ~0w+l;-_5NXW^$@a zn$CaF7omavQ2dD+3@hv1sIxevREj*hn*uTLc3ksWF&vgm9@oh!ZYg_fl=_fv>wRayw)sJJ`~%y)}WMgu_W*PMi}EXl~y6g0#q# zUoKw-$;%|i>5)JWXCTK8L)M)KLT6b1b2yS0&Nv;Wy+>}yErf7kb>qm#dL1?+@1Drm zvni0RPP=&8Xd^G{3lT_dZvZa2z-6w`B{g7;>hAIef>FD>=A4!zw5IA0J>v^b(Ru&q z5({efPb(9!iqpxlqDaEa3+XpQ5b{9AvkR>;+w=s|=&f$AB(c_S!f=L&tv9Mi{IZ>x zvqaNK4{INI(^u7@;la+I1Y4G#y@5)C;~4@4lz5`SY{O7jI}RvI2H<~lvZl0vRXYN$ z8UsT^SD#M-7|mdqXJ9SU_ct^`)l~-wugw6#4{q3rBWm!V)E)1fCDAG--`5D9_Dfd>y=(=siAJr?x6(*C z3}5RG<~nWKV?UqppUfb!D#4FIa>kJsGsIUKmq{WKwQ0_rmU`NcdrS9*y_Nk_O}eYzzP zS84i+kC!)3pzA3O+lJ%8p$px<*?&wxlF;RrY|BX!vO0!q(b z9W>`tSKQ3c8lLL=;8HcSB}Rcvg9nQh#IipzvCBfqgp5Zd{%VDT+@y=z(V&(zuF1S8 zHLD0pvOy1)4_aNGZ%%$p4-q#iDQg`J{;1?qT$gpD`xilT#wljJ$S|r&^-Tlt$2MpK zzJ9}EjyJ}5pf*v{uomP%7y)#)C*|!Xdd~Z3G{?9Pd1K4O*2S+|O%6OJ+LRD?J3z;h z9rFmGFB(0rfo@`CwMwOhWQELo3jSpi>bNOhJ(JkEUVecJQ?j02?Aw2c9YkO|nj?Ha ziTNV4k9)mA7+SD&nszzh=S{6C4aF-#HfkTzOsGglZFLl8M2>(KPq2C@#;F-iNU>MD z0}wfpDCvN0O9e;4Ce~T#Wh)F59)k?n7rj{la5@|SKj^2BUG^<8hBzXoCy{UyX(1Wy zbtQ4I$~z$B%6zK4esyoEj`OKfZJC)I+JnUIdM>u4z32j@fZjdSEsjSKgbJ)^>lMxw)ioRZCMVJ3Hem{ zm&I{ogpnS#3#w*4i>f_~F8pLYEfSOW9sbUer$5w6(_wFK_OL~}E<^5WUrV!<=4<=q zQ3A_rxU^%kvooog z_@=vEbDJXm>N3A%lyPwXiw+mrG%NC+b;mj!!kaMmi>ZVQ2f^?vHQBa%bVOlC?1r)? zCq|QRA5)OU%3S!W<{)SJk|Vl9EDRq}& zR$2Ac=*~y|rN5|Iav~$Le0&erkl(c)pI;afmakywt-qvNm)Sw>Ho3jnpQo${jUp); zpc4$7YtY!KW*%?#;P(2hEsvyvNs%10JQWT^KC0#<0JW?+dSv6W#!Wp8r5rH6I6(4o zKSV^#=gIJo1q(fyb|O(A;)$6tzK|NpVp4<({y1-pyfE(J@)8}RK?XuxQ4#?M5{$c!j)yv2HHCC)Iq9)&+ zp%C(hsopo%l7?2*etv!)rFBq>Pj+H^LBLxi(<~&uO#f0lGow_iZ(wTL@^!?c7y5*M zpPN-3+778S#tBA%Jl_{bK+)d~&;lv|7VZFb+n~SM@jQJ(TdLLWFt(@B-~G-)?aS*TkIwF=c-ss4^XfcvUf$ zM>AU(O|W4yiu1;3WPwy|gP_lVk%7UxBDP^-mI=hLC`y@-bp>wNxuKS<6br$loq!KH zSmBoZV!-pjf*#W$l3Sy!ipUk6uM|~$%@gm-ydK89Liq>pdp(b&WD^q$g@{=5zSU=x z5?H+#t}Y;@#!bC|cI03+(-Ueq6tTY?&BwlE-UmW;J0WoWP|A2zM?xAfKXK6$6?Q=l zrrFb-kS)H6+TuUq1tl~gG?%4-Mo#!)^>I!VBqgQ$s?GxF_2K@n$mgJx|C)lzN&FXk z$f)(lk*E*{$MTo>qI4BfksA=7*EX$zK`&)_fIPr*bFU>G;n=;9P%#$GEFURm?_;>J z^|R1{6mf`1R3(spk&;$vDb+)Qk-WKJUh;D0igWUyJJzu4Yv{sQ^eaFYr)bN_$k1KD z_vA*4jK7G9o1IMzMZ&LBP-orFp_K3;fsFyuThTnEv~OYmRErs}%pGFrU z-CqF=F4>}y!x4H)o`BErlf7^u4wVc!Rg!g{OJVS;OVXFtoUC=bujj7a8LYpabZEqC zH%3fi@hdadWIaY& z{#X{A)4>?Bj`hg$!??tuch=^)v0^~!pW)ItjaU>j{ zJd7ZU$a?FHn_q)|=KZaXpVon7sFII$Bg_+TLQ190sZp%kU@)b0vB?}dV zOjv#V8bRf#Su50O!ZlUWr~%wA&3PuP%g9R~0a&E%)aQHqSR4J643K)BHY6b(#f^@p z#>Si;!)mQFm>yffMev!PX;ATsJaU|u*JqnUBD6{`z3z!f{o6?LIsuCbim)abrHsqW z_=VOP8^0GRW4LIO<_d>e7!7?4%?UC#QV2GmN9CoS`6QAIL%9OfeI}{`j+?G}UsJa| z0TJdNuP#Hnnn)>szis5G&5qH(Om71faET4i;7N=+aEo!M@9W-@5u}4bN4T9-p%R{WZXyS6@`96zE_E^;MczXTs4S1V0 z7+vJhx)Uxp2ZYmG&AC)l4IXo3MU7T$BqARcWKzGJe|c--#!lgb%(4Y$sT6HIzCcge zb*oeNnda&&XHuDkZ|~R1A(vQJd2-TCU%4AgX=yXtbyUvBC?Rm*KDSm-?I6ykPP|OxnjTFtwkr`sk zG};OH>^V?=8vL%l5wl}02chP}Wy-%+b+*kshXI=Y1kyA%Zw3w9y}JP(fHXD!gbo>+ zalKu@{0lv+$6#8k^TXY8qVtx9zSU5JJUio73j@r~sW-RQs-q$~=s#Pe+#YJpaWNFH zg}&41aFv2wep9-IHYylAK^|Fk2R~mjz%Z?1vdr(nJZbF+ow_QF>P2hl113SiUcxoi zkhP&Ik#xkw!s^ISy3`J+1DS}e_IOo7Z0v2Bp`^+*sy`WdV`ArfNhVj`9YRZ^8<;$j zuHX+lg=3`J4&|AM^ZLdhQRX?;{QwWei%6YHpX&_)YS^@6?foC>QkSDDa0B9ESV<1i-DJX12#QHPA)h44^2k zkmnZ<1Fl*GMt{}Uml%0IWb*WuVJs zW-Ak@pSU%Fu6@zaT@UvNq_3JwWU)0AIf9 zu1##EPeb~{J{YI@V$FqZi}S6EOyG&T=+i!vks>HL>aR(mAxA3#IG##yU5(kmhl7#S4*{qAP@g8X#W1I zi4iDJrRm_)>!-!j3`19JkTRJF@pAk$FXO*hMlo)1j-BQWP-yP`H--%WVo-V1g(qQ%XT>bCUX}zlg ziw$XbSAWm%_H*Uig(<_+x$}jdTh_E$`M=da1=j0bBplW&vO!^_VCjFdhWXoKcxtXc z`0m)@N~xC2a&@etiUK6~Zf|a{*SGpb14JPV(gOrhbK{fUrGL&33P{Rk;@UQ3ow9m7#7|6uh1 z>K9*}IT2QMRM4XBU+uXB>^bg0rTp@@`X9Wo1B)G48$fgX-|V>EB6#fZ@~fx5XY)-s-Xz z)4$UJJ{TQS(7xTX3ZK|tG(E1-IQ@H0yPyaR3#vFQH_~G9lUu4}CHg-+zAS&t0@~+0Bjn z6F%r_+Av+Aq63yOID4%0*g5?Qpw0G_E%(+CCL|$h|EJkZh&krZMLRf|ro7dE|6IOW z_`;`T-G8Uh5&rw1|7-2D?uOBczb_Y|BGK|jrudsuE zXQC;8a}p1v+RBY*W-~f*j4elaeJMc6pFEc-b2y9p9qr$FVYzSRXG>Pvk7isL1Y>51 zEklC~W`w0u<^bOEz#_tk`J!j^%kINI0vyFM*q@Alfi*KEM_2!3->Vajy}Dfp{v*O! zJKp;5Hir|P_@9tC`Epud{jh@I!OVdmvXpc#PR^7RYUz2(#*GyzYi#6xz2oyf#f&(; z#DwTL>ZsqEg^Et>-b}fFPWfj)n8=VR4I=3?Nfoc27%t8P!qAbAjgR}`xG5ZX z_bMzRf}fL%>j?0<%B!kap|bCTq?z*k3ll+JW}9bvWZ-7Kp5$^ROO86eg&RKsAh-Zc zd;mu%+y-L)etiTl8)v8yC@g2{^4cbFgeF0MK!gzR zm)i^ezyfF-Ee8i2CzO`q(Xdn(hmL|I@L+GFWlFn5qO1CSkc~*Tu8y_#NL)QrR6DQ* z7LSdE5F<6k^p_$aF9}KU+uj9enFEoffqNY5Et%a6`w5O0e7P^;+C;Y?yrkyDz6bZ;RE>E0 zp^rdj)6aIXo))%+Oh=5R>OctUJZAlSi}6uwnG2yj5)u~4e)+IT@tkSfbi-}fICw$ zl>NrN&I9@6;6XiV68AhGpgdC&qXSF?V0;(jimBdbDYCR1kjBFNl?eu^kvVa%LO@4_ z3szNq*!~bXljf);^dCe$iIM~fSy@>8w^%1NAKR*MfMqJ$Tz;YBbi? zYlQ-~1y;nXd((6run>A58v4X90y91eb4V6#w(U(NF<1>HLZ9rcjhL8;6kt$?$+dau z2f3sgPwX}Zpa@s5gG2GX=E2Bq-SMepnL_a&4@04v5z5MJXki&w(-JA21qiQpp1w0m zSgX4yT{xpAs=pC@oyWmhrHgam>WSx-owXC-+U-o`0T_lV@b`)(NvEK9dr$f(C3c0z zGKh$XfH%>(wWhA`ZpD7djwwZr59H_}Wa@8yuo@xDc(2HZAXZCTTiY!Our1R{#;DDj z0lpK!Yf&-;6lgm1KZH==z;J;Q_fNJ9HRgs^GR9YttpdK;TY^MLKY~=e=U%@dh)(9W z6IMw(S%&L8lWeS5n1sy0lqQ5T1I%D;oI~uPcggB6>V7B078br?VelWe=4y|2MxvL8$m|Gt_1O?uH@QSK7w)Ex@^Fzd+BdB`S8rw3^ z;v03{PJLk{d?16wk(JP~a0fJR`jN)<>u}F;c`hUj=sK930SmhnYb~vtf7I;T{Uh=} zzx0Gn&-h^K;hK}S65bm&&#>pCt>BAF$jaVZk`NIQk;VXC@DlDKAK#}tX-G@SR*;Oc zi4b5xn1j8fq$FYkz`>*n(1lH15(N>C6>Dn7QOc118wtP@im`YWy#18LCZqIti*}Zk zGu;^KG~x4&gml++ga9TSkBZy8U|n@uimSR>&n!6j0zeDxzkF8@Mn$J0Q0q~>f|YR; z0g`mKwweIEQV>sIRnS3!A5*@48IoVyph=ZjuUvWM);NefWXxhDHJ4sr0F90|5I1?r zr~w9sbjJO!n%@Urv&io@4fdS}eoEDVajd}BSz_d?cuyOU_W$6$Pw=11Y&^Jj7eYzBKe1}3t{ z7IoHt-Pv6pc;RwdvtD?u_aJd^^>D7Pjr_4`mm#Y56B2LpQZP5K!B*1MnD$y4Gm{x)o+QXB>4N zsV&%8-4!SFYsCvm=FE-hcaxG9hfjQU%@ybww6A^wD8#~=BcehT-GyK_8|8&( zIjTjYNjrB`u#2HFNF0@eG?%)B9W_k9VtOfDdfHW~p^UIJ+4fg@`zA_=nR5PxzK7JT zrZJ$(R6(#mZAgfSyxT!I08B%Z#s}MSZA*2lm7boJ4GDMNe zfUrm4$9$=4j4*P}f$TyY`rX8=^cqoXKnla$#H@`EXsswKJCM9T;`l1JhPb(4u(!L0xlr7Lvq?_?Fx3vbQLt%gXI_#b0@Nj5Zw474(X;z+>b^FE zl+D85RJh{Gbz4Tj#2w6%su)%Gtp0dq{eirVFF8B!$pS81JHhSap9}zUMe^3|yxv0D z@=FeX=eO z>Fft7wO+VC9;x^IwmNFLZN!tm?ru?2iG25JDHueZOs)(m_F2UOo`K%rrI=au1zB zB{AY_sL2pn`{T1ya*RRu?x_*na-SEU(^>ZtVwr20eU7Q^9&`F`?!9H0;~InOBb(B- z?eFgZ6)Sei1)Pw7TQIHjAz*6&LADAnL#=rIZ=o8%r>8cOwNH*VMEa1{-_YrV15Z+(1%e)6MW zcCwrkR2>w*#r0O|`Jl#=-DrW!7d)=mMUCr9SKYdTF5|XJ-8x38!4yC`L1-aDJ9K*N zUS&x`;o?zpvg0e!lae!?+R=wGYuK^9*WY7`3GdTrM*J3T-wtV}Z??*Oy5Io@@ZrydBW@>}q*|!|bx$hM*cWz! z#XCP%%}0ecrk{g)s?b`dwR5I(YgsE*S+2eP9* zrOU`Yqdr?ouR_#GbNx$W#^GU^e|zv_K-+Ki#ybO|+4M8)P0|yMGl5jSjz7S@^9yLy z?NL)xbE&_*ffUIs|B0~lXstY8v+=|r-L1<4UJC+p(o9!^||+33`}UXiJug!SQSI_1b*$bYDYZhe}Kva-xX4jj0iqk zj~Y~tgUeI(;Yg^Z>E4%tXYA#sB!sMtBVei550|<~rxCya@*-M$U$8VOZJ-QCu^J0$o=S0m=#aJK+9&q;fmeugmSLYHC0P;0M4Boxbw$!c6m9 z)(IDXncy_H#Rv-T2l+O^2j>P}XhyxdEh5Z+HFAAa+dlbP)g}9aX7!F z;_SVTjd+dQ2IP|LEsXBe8!p}Iq`zViM1eb(a$BPD9Ybf_ak1RN3QhB8fVq_Ha)59Z zakK{20s-xiTHgP~B@GgYxTiJMc1^?^D|B81!(kXa(-uC2#A>Wy6`spO!9o zbmPAw$N^@Ckg=ZQ?YNoK4*=Xd2{;nWS;PxGGmb2Q9sC9Lm`^*7!pL3&<$M?zL#xq( z6P*+Ayhe0Pe|xbKKx5UG_kebuIEaNTQTiOS-(9F8EHxczg~%|{&pYP|c|1!*^|8^R zZVq_l$9o_-3$FHcq2x{`LZ9HCxeYJRnP3iq0wM%St2^tRsdx%!o8mga)Uf z|J`2LlszD05TPWpRFL>G3$}hBFNr&Hv{s+nzffJVz{07?dq z?CT4ooDM&Yz@g6>jJ^gBD6)%F7A$P0-uX~_-gq8Tx1tP){mSnW$Q4&^qvUO7XXL$I zyKM9XZ32I?=_pIXS_P7Ek&?^$l%X=7T;sn&L;maI*M*?l&4!5asNx-P70v|prS{*M zML$#&)N3p?zBFArOnFy)vqM~vl-koLuWsp2kXe)ovd3+p4t5QM?M~ej-+PUh2XWYt zjBG@w%Ku@NZ9A5JhFj;!uf$ys+A1QBpp{YtTznbs4q()AQ0j-`U@^a~H?8u~!-o%_ z)ymAIbvOTC;YoZ6EdVqL`rj}@N>m^(lv5_LvHwKjq5nd+WEdRWL!Sn&Rnq8TBE;n2Z*qWAr9{ZyNS~2tj zA?y3nKj%|d#NT-_0HjxmzAXYX7Ov<5k-{8oDIHp|c={1eJ1u^vg}l`P08A-I!?G<)5y}zlw9L|37w3AZ%Y$*~&=SQS@u&C#zkd8N0LYa|@{z z<;hj!-|pi_(E|AIi%a05g8Q7JL-b3~Ddox7*Ot|4fubdbO(49`cJbFG&$}pT`qV*1 zM?Qg)P&-JCd~eW6dTbs-fdyPt$iwlS9p6J6U#J@6``00>z1c-xlI`v7Z&w9b z3D8GqO7Rr{49JxLL^J>xKfir{kOkeBfBR1t5EoJC|6&*L|Jr({dyLa8 z6@iP0WZL&=%{0IJ*{zlFpQB+i%pCZIFv8&TCw=qz!%+ed&e!9$kCX*S^P@i%SUA-B zgy0Bue_baTkeu<#qHX(e-1Zli_)<1ASdv9C0|!9>s!rMQP5)iCAumtv@?tLCay!tL z`DfSvN96y1z4!mmu7^kVznKtLb-4dR4><|_%!GGRxCIzIi?N^fx(G(SY2(4iP8U6N zpky0_1Q!1)vU9p2r6>zu!id0SpSgxz#4w;x9=wvafrLZK&o#tAAqo)}LRmY&^5RiU zOw80oV6rAZZBKsMOcxRjFHDfioyA-WtOtwRGcw;n|FCEy9YPZsMGc7cXB26md?;5uQ>ydw=JgW8Dd(TW(QK2cVew zpKV82(dPxMGuube9$Dyo7@hZK?;_fdXi=YbahW=q&mY5)eSd%Gr`fCrMT9T@VX$>( zJtW!y6iV?VI>+EaOF(JA{MqOPeuvSm{p*qV%ri!N_9yYK*})=kj7NL}dLdSOpm!*oWou~}Jq5i7 zOJ%&HjP7pjlr_o1gJQZtHXs*X{an!rs_N|~eQtV+8KC?G#AWJ~{euadTpRzJn84`Q zqrVjVjfMVU69L(Nz<6JYJ(1_*9%i zNK=r47~DJ8$z&!x)f|SVjh_H6gK%4Rgq9&^_Z|au($rB;0O5)V#Dl)4^*!<_@gMs= zbR!%deD&GW4ED!#M3;O&_TZQcBh$eX z$}Hk+^E6jP9nd;^LR3B1^;NwM`KCosbBfJ-ZAoKd73-^{s+adms&`P#a=MX37;#8+GP>$p<;i&w7(E%sBXKF60)-w{IR`(yki zmwpz-sS#IS?GQ-Qc`#O@W&+Vh-PIgaYx=7b&r5uS@^~co-j*MqPcR0uT1oZEAc{=) z&yR`&I;|jM?+f6kjIJ09;i!U|oBQRqo1W`0wBV{#puFEE=Cs!*Kbg~=+o4vB2w(!; z=uOVe0I>MblzloTVcLl%yl2Hma?VIsT=nHfl!pV+*8~^)l9%95#ErnD+8s^tLkKL$ zbZj>V)0J`%)Un`cI7IpQc>FqKFHc&zU17_l^T$E>kJGA~nBj*tU+tf0tDahjkpT=e z_3fU6nncarDnkPUP-J)98{VX8G;#*eZf&TXfLKKl9!G?QjFPmQUek7c=`7i-NH$h<&TtAi0_<0 z&}S_`bNT|bl+7vdgMeUsC!-Zq`3}lzpE@9X;9P4@fFMXQ6rQBQy*E7m3c>0s;A6L{ zv`ACnvu`oE;?*tZ{`tF5p23YL&_C1_3e-9b06Xu@BlywJ z*-8GSlkZ**12l&X6{y~T(rals_^8x@Q2Qh3&vkFD)rr$BOtY%Q<{WDG)j><)2v}Wt ze(9YUi~G3MwBNEe!6aF~@03?Rv>rtVWsW}gU%BJV2`AX5&7)f>^Sn$zo-o+_5rD=b z`A^2h9)T)Q0cgt_r1vkNCV3-(JH&fet*mn8|{oGgK*s)`cup|0G*{2A)3hR3J z>Qr98p_%{5L#zNC_Vg;>RXhezQ~{J1&Fad9_|tS{rCoYfqO+Yb>>Q8vRY;&e@z^NC z-lIP*-6VAfbi*^jE|7V_Qh>xbl3od}k>t;K0O-7APz2D+j-<8+4m2~M=$*m5J1guf z&%Pfdh*2RK3eJS|>NxBFe9)6WIW)#3H{5z@QfEber2JYNR4`*C9!mK7yX=J?q*^-w z++v)cU=)%9aSv=tGs~nU)Sm!Y>!f4@Y7G{k<${D*t>FbgV=i=*1B7I<#V#8VDjyyJ zd%!}2e<1lNR|vOF(qitFnc~iA%cJdBcPHOU~vI#y$Y5qaW97?PB>VY zU9-ZbI?)fcH+?uIgg^z1GbRyxlc>cjcvq4?RPyba!E&W`+}1Hx@x@(>A(B>+=c}3y4Q#9b-xqwH40241k}kLoJ$0I*t4OR8dw_f_II>N z)J(A>M@aB@qhRFqA~M8QwO-C_l+%|!oo?6DAC#RR@JA2d0aoP+Ggoz1i5-c82M!)g zelIwrE4mp}XLLmmji|IjCS%BK4#+i$an}K`M?FGJf9KK$$0||$%SrDoHvNF95VKk1 zopG0u9T07uZ{Q6-1qrC0G1cN5J0G(q|A^t|ypu$S^m>bToQ6b45^>1uXBO*+co<=6 zJ<#mN^vPP)QbckRumiYG5#4rlf4b%Ef%J+(^TQdnus0G7ciHrtlOGS|k9X&LRZE9} zI^7rL7h#gQ{H9RKaw2yicaK^`OD z3FPkgi`}vj;s!CIgQWZ*a=3{k3ZG;Rg7Wlsw=X>gv9;RDGU+Y=j5&ecvwj^R7xE%4 zN~y;|!1X7~NTj9>G#dq{z=n4z~J;~JdWuE7>{ zaByml2Cy0podI1%wd$Rh<`zOI)tmhII9`{!!`EH3h`o0}Azxda7ZD-WHiptIM5BzA zfB{F#Q;$;^qI=*GMRe0zCGR%+HyaVrj1e|@T>Axz0S4Rhf{(w$iG%k+nT zB!{xuoKXM*DXMN#&rZ?+j|(tHAyzzz(6$5v>y2!j!+TMu}_)X0GYRqPj37r(e_qAdg)(Hu>b2Ug5)e%h8LYmxwvu6$u0 z(JefLLubNXZz$+w_X_1cv5L_}iJmp2kIp5MV>!z5QeH||mhh;ykhOMnJa&cayJTWU z`LqXZnGmBX;Jk)G2Sro)kh*8+YTzkImz)KCoQN--tG{!dtg210-es*CI|_LCdVl*k zQVdy%#O!-O#WUSix@Mm>iOb-D?&-0P8!K*9Ok5D$USeZD#`D?fIH(-njlK;(T+-@S zBjSIf)mw#l1FU#$9&Q_zV5zG377(gi8L|ThB!At>cGD1? zx{Q^zUnxA_WxI<&20_7j$GI6RMqit2#?}5&yL$!3DbmtaQQPi_k?>v9)by%H!GFzwlx6x3 zy8C9`&LQ`x6Bo3<74>{SFHV23?%0~5q5DBplVUF5O*>y2ZrnG0zN<(8z^Nd*Kw6v0 zgt(9!tmBC0V0n~WBH6(D0G<_RuG^3o!e8uEh-kE#1BawX!tvJ+Ot>GFcEEk9+BNrd zUvoq^8Uo%2RkH}U-OR2H>ZFICYbdTq{`>?`(n*Yerrzfbss85_zk??zY0_=r#FI4# ziYVz9uy~3X0KI9{+1;dhM`xlx-{%=SCna@KU|txWIEs*1wFN}MZ=V5Q;|&>yymf;W zY53Mt2@hGYda39fxuN5|xLfT!58OkOt^Nv;m*4BlsS`_6fD6b_7~yP{XvrS}b(x}2 zMBQ~7Dk>`a)*6kx-8qk^s$$JbN|EtEIuyZPxmYporA}e!JI3@nb8kfa2wo)LSf;v| z>gB*_nEM1|-PiJ`vtI)g*}p073?oIyLSW;Ze1dRP^)hD4R8F~C{U)>-s6?7? z(J?9)X4ccWt-v$ltZss_fl$;_XaVyIIXSY2;l)i!meDUUnyq^;Wh^%VGQN2a;`<;e{+y}j(_8& zMg3|34vMR#qD-cYalUPmLUr(XZKE?OvNSP&d<2|v_jYPlk5;}&yVM2tnI>6~h-MT6 zmRLVF(E!!s;3?EN11wzzxn!C*krX2i0B6nI$X%-E#vqkl_<{&2RlJlzMx@+*YBk;R zJYkSH2cC`HIH7x0KR61x$%+_LYUgQ~?hwz8l}yk4^bh*w_FJwm+cDhW$Js zzKbEnYOsz9++?6hd?19T${60Ia#J*7U4hCmGm5>q)n_QkUO5F|QCXnGB(FKp3A{y? zNeny4fO|+9NX$bIy}1lbMDkcHOAn}WFC^&6%gz+wSmDVM>X`YmXA zt?ZeA$0_US%eXuDL1I{D){rjI*Xi$KBMVtW`#kyKoe!JPPQ_r6tk=rGOz@ z3DR;PN4god$0~SI#ywzmT^-a1tUQkk-}jqUqMO)L5{Mz9M1xvy#YZF1x3mafUl*|N zo?qLN#E88*3sJssjfzC?)1VPU2qTT4Tc~5GEf#q`5j?r;08AEVc7VDd1 zPU_H4eaiLY7X3UPa=yPrgP%;BlOD)p5ES1kdwJ>VJky<`V1I+j4VFofa0Ss{+d&?Z zcQH~uq*-e3F0+F1AqQM4DEZ^_s3(BjTj##z2^PqC8fUk;jJC?NFQCfLA-|l{BiGTn;4&-A!~l%mb*z#=HT13LsS zZ`c(|WKt|3kUY$;F5%s=t)ljL#D%mz5c8K?{uk9RB(!>g6Ce?jc6Wn10vAXU_#wd8 z5e!MIJ|qF_dbsp-9!qELDQWn393kNHWo_HNo^rG)bhBd}1<85Wkd6rgrK=U)#Om)9 zZ@6c>0(@QF(eT-~o|s2jT*SRl^ocXDW}&7b&u=KG8p6Il+YXnfNv%!)0zh{ho?xSNg?wp9HexCMenGv+{BnpV)~a zqC!2A{^NhP(9}uzycuv=0Qa2BBk`(wKiW--?$F%cTa*R$D(!d|TrfyiwC{?*a6KGF7}PNgmUbq$o_D6~4nRI_X97ze z7Bn(#1hhV$p9M(be3p2(EDOF1hYOig#>F{QgSQ4G6l#87XMK}si#5n zPiuj;wsrw<%eBdlvEs!s@$sA1&%pwkhsj(#1&ex2&8Ux#G02$DUBY(65U8%Ql1M;C zwMKJLx%FVI1wB|S{v3ht<_QP7lIriywEKg;8NrW7rU;npMrYz3R)3_P7aucm)3nZe%Tm=fFd=P$F|K}h$lz4d_ZclsOz-0ffsU-@6jhUAu#iCgi?j^{FkfX`v9F`#UTu7(X_k|f50{iE@A=_3bugVaJTfLB zTaIgVj)2i48>D_`=rRJ@`T)uQ_pHM}>1YQkMvUa!hgWzxv8U;xL5o!lnC71w!!sp1 zI$B^)J@{`bzhLBYgHviAVy<^dK`Frx>IZg~fgh=LfBkurK2%^3zY2~L!zkw(``un%%N?kSG!f+jRf7eKf;uI!;0a`dQ-ZxQ% zC2(EG1wSdzQ)k{V1fo+-#(Qz|f~!x%*fg2~C>umX2+U2S(mo867N3XajjA2Qzv?Bu{H%wy%VRkvT+Jr8V&Ji6G8Y?s3>@q{}mhuB%l=6$QtiUm>V#5}U? zaE2;nA&8|Mq-!V8Z#(+0F@Szgmuz-8wiRHh{Rj|#Y!u}ozZ&k+%jX0ka>!)3Lu)dCoBbqRQwagA4;fyfZCl8I?th~d;Hh$cuf#o zAi*C|6Hpc;ZJKUtkOO@W4;O6nsmbKmNLqG%2Fjo5cVHfw2|tu*LM!p7qyYbHi>Eer z?$VU5|MMG9z>q+{=8eXK9gmy8IvtapGvhGdGxbyjJ>=h)eKz84nG@c@@DO|I7mpYC z@b#V`bN%py9rjEwt^UsE(&SuQXPa8Gu%qUkJbDqe!!{9Yyy0?mvfhh2K9KMz%VffV zlid#_U&iv_uuR8H793lo8C=|-YH1-!+n-xPdW0IAtk?)y&_S;7I*|kyWiG2Zq?B+cw(8rLa1!z>ksY=4SE8FqII&|j9v^- z&G#BSu{A+~>?xN!A@H@GRBP%DYn|<>@fH=4-2L}u&$>L`zw=y)fd60QE0s{XlsnNz2#x(Nk+Vl6oIN4@sApFd8>J~X<^p=%Gm`q zfxo1-oF6TOtGy|-KAP`6SPDJ6U5{-08{x8X&@1drDJ3)Ji(?qd-7ggA8sYHE3HpIh zE+F)Qhw!7Y*e!04jSz6}_H*eaSG%1iE0WH{zt#xXIsG;W1Vn;mVr(Hjbp+9sV$_uy zhU`_FTphPY9BfC1lt&NKX1;0DXC3ZH0Xza?UUd#+IxSd4UU- z>!fx%m-x+F!kzg(hO-+>!kyotA*}YUNHqK#icu$L+g%^m9Ow^P@Rv!pi%73q!`hvz z(rhQ0Ay)I=2ZUFFk9>-!8lT9<1LxFP*L|pp(Sj5|LVu{yi>acvG!a_-(okVPlVzoy-NrYs|_ z4Unij`yMp(@%_lWP>AMH{!VzU2zVcO!+3oBYd!}rqE>9-rj-0zZnOY}?NP@+#>CDe zR_1w4&4%EXqc_!61GRS9Y4KPcug_WUNHl(Y61{;A`3HWJsJ00u4c=SvKugocO+9>% z#5}Zo8d82ydfrr<%_{d@fPcV}M9)Z95DIx+kuU^}HM^iWoDXXU#|3f|)h<|suN!-O zaH!+b`r*9_r79eP4<%#=1|LXoRI4Zxb+uu)ZX1(>u+LF$*03|+WUos&Ek)YKUN{% zB?hb7(UTh1O>j3?T|o5wijXlh$qaYj_Gr&T`rS)exC+dZj8kBx>)E|^Dy2Rvf3Z0& zp0^T*Y^&L?klD+28k>mB*;U!?tN+y9{TNma_Qwni7$h~^($uxpO(RJQ#9(x zs+I1B-c!Dl9VD{-AXF!h(kjw=B!3r++==l~wJ160i3GlsVB4_o&N9$Fbg0QngCYu2 zrGY5?K)^%>4CBJUjVFSNyXRZVU?o+B7ZlOB7_2~hLuoQlXW#D>tkbjy3*2sN1Y2eH z{%cGC=PH7#KMN+y4@(d@fJ!6WaACfl;M~_NYw`L4&&>_$UWjYCzCyF|dIAqL!97me zO{my8fHBP(03%>uW>e!9=dLPjz^;HDW!RY>pf3Ze0h&~O1rXvwzbX6Np&C>OGdyPq z1Ry)Szlrc(`DKPRbWs5se_hT=x1Z>NDUfn@njAQ+df4Cv1&3@y5`ItzbxCHKEJO&L zu_ktaJr(G;$FTl$s2A)E;Q(d6&dM7sn9= zOHBIS7;f73>kJ%Tg*aBr2BG7270wIO;4I7o^{pb%)ma5)VPdi!?z6h2!;}3QzzMM9 z;pf}ywejrWhvlGE_O%U{ldmK>`b^ef4kW!`Ze)D0PH>aENFwC|?SGsw_%Iavsj8do zV%nADM-HNQUBqQ6QA*6C-ZB2|g}$1?msZ2|@0{_Xac$7@18O*&fvmdA_I&B~jy-Nw z&HxwNfQycU7djB0(41xC1u+P3Eaw9){fNoU{S8nqMU>yUZ?DY!V1-DT0yJ;e@7)0P zKJrQ=BVL%hmh#{pvtX^O5qfIql*Qqa=1{u86l|W+g;lb{zi39ulp#>xCI%{B0!Emk zTMyjSe1E^b!eSmM4V~GldPSPDq>pMJYRq)>XfnJ8=Vx?$yzPKN_}9bO-ntJLL3O#? zb0{OCJFKScgC|)F(@bi)(x^2V$W8khJ zGW`pLw3}Tb8I3E@PY9}h7GpB8ClRp234I1LxPo1{3cpQx$)-pf%=Ghc;5-(v9Mtzv zeSgZln85yK)l%8P1K2Wm1iiVv6XRpGDq&z0>{y|)u@GTSAJ93@C~8zP9(x# zmKQNsl76LJqZKH@d8 z7@g37*08&mC!31%n=S#sJ@8T+s$X|S_whcJ222+o??U?`Kxn}A&W-Jqbr56{3V{^& zJu7d?_F<5AVD?M}7qOu(Hpq-cb!DgB_@M?&=yZV1c#=4vI=G>*9Q*Gz!PMOI$9TqI z|KJ6S@`&qM(5oQ~noz96fCA)sc6qVzPgI-B?lS-+*r#~)g&eZKoR69BZc5G3pP7*U z_>PAP>XCu7Q&v9*2X;xZbkMAn)hl5=ZOJ|NJKeULvK*!x-CI;v zm#Zn?^tZmtk1u`~mDM}n%}QCFZ#9hWbF!ZWH7ESp@}V2a^E9aD?Gu}wvidimCIww{ z-pV}F2BaH+LL^-EEZn}$N?HB+6&T&Q_%MUNy&lSHZe>%n0AQp1hAQiouV$yRE{9nA zBRnOuQdvhe&%367$3=^_NCxm4vAWxmo%SQTM>AcX33<&vWc&>d%t~e5e<|V1w>y{V zr?Kn~1Be3c#?-v(7=%DIY7#v4klmW00HEq4sH-k%3xYp!)jHHMreOJU)W&iyZTy@j zhoG9~i+7ljUI3NH#M7+-+B*~8vwr|=9%=_wUq-|&iCRLqsPKh}Y;j?s#kBwMXDNZd zGt9q%+3X}qP6FdnVxG4p4Z=wKBGfPWZ!ZY(IR7IHXC>tB|0|4cyZ#=n>7VKJU+O4I zIMnFPPRN}b!`h!~gJ@m7>EE1wL-BP(;7HB;ot{-Yb67)3k|pfrRGiJsQ#Xgf02!A< zY_k$_=bHzkJC$@bayIMXc@_kY_{7->xo^j?c1dyT^aexpGe(;oxG_Rlb7%TDNs|9Q z8P5qYI_^!61gC#b+BTtob}7iX>=vG#y3Z0ua>t=1^i!v>j(G=Qico<`GZ9LxSH+JM z1^h(s#8QL6#LQj*%sJr1K-;$%I*K~I_i4fh>GMWGM2%_n7{$jVwo);ya~OO@%K-SUPqNmDY0*ASztgF2 z8ydlgfE1hY2fqcMqW;BOwNSgf$Rm=}H~%{?4A94}P=|%m2BCh&e|Z5+T{uS4LnEme zm4DxG)G^UsJbwg%dQ(Es9ctzG-?9Pv08RPTc2JfGN@bGZnN4=gj*--{y5J|E^l4}1 z`CS;@eUa!++JI-yFH!{H81atVU@@D~m10J0yHowj^hXorn@<^~zanO2#uDPw-ZOvl zq)tMQLE<>Gwe*y?`tMJQun9fQ+G0H^_2d8k=l^F_MrCWPplBPMm+)K zu{rQUsxS8dSPJQn~X zTMJ-I2mOs!L<2e{<9*)GqxQhwLoA?nMP&TwsUUN@!rcnOB;>BRs-YW`DWMv1Y z{67V^(%zi0NvI6d43HLYE~@LOWJ<@*fisDDK4BGhnB0) z>g4!;yjVo|vi;5_`r<&@a|Y~BLIM!z)&zWrBO&fz1b<#!Mf=2+Qrpx7m1W;W%H?cg0hMxU@ zE~5YY8N>HKPki#+`QI!LroH}?dmnAHD8#LR2BQxk6V@T=8grUm=Py1K1Sn)z3cU;$CPrHjc;bhhek29%-_gGZSer2! z0CXyVmfj?g0q`lI{&gb&2(Oj%7pATL>6dJ%2ORV1pBPrsrOE0H$c?(GAuR}A#LEHd zcohKZ)m8C3I{@ggyuJ9^HI%(~1SO_I5KrQC3fVj3r)-B$k&H@DrVV1NLMwnty+Hs# z4ipIe=BC-7xrquG*b+rN)sDfk-HY=Ns?C(Llr4fR>fW6CWwbGH3Y`FQSs_YftUf<{ zc(;Q=hYLuo_(6qlTi(~)KH}$G`x*09b$-w(j5#`_Mm^sT@h|~mA+Z3O`^kQ%iDsYE zY`PUWOjrR*`)0(sRdmLYK8KNVt4SYTp37w8@-c1|nC< z0Guv9sKle=h1N-cxi^RfCU>s3?zEGlaEck>!)Uf-{mdSt?9?KO?42z2oMG?7s*W^Y7O3@Gk zpgk>Z$@8fT;3qE(qZAryw%euJFC?VhtIgu>v~e+WAF6hKtZ4LONhl;RA`}R`pY-eh z>cnLas#VdpZOiA+knX36qGn9OP=a$hwy_#PEP`a3*!dK&yJo)cKpeSkVmy;A;1A7zPASXF0ORxpyi58{ zJFPHO#R@1RgBMjMa0J4jShhIp!iyXH*KhCx&b>bL3nvBKFd#6=sCxV2<|}(^lq@&` zoN{r?vd|Q7b&87C&%U?610ns}g9r5z9!~(5wj2WXk(h44sY%I!mt;WK5L-nq0@@zd zgM6DV9c$?^Yi4hH!%G*_cicwxkEjAiKRcQwfmhQ#mnD7QJj?@noPu0rOu+3bcW1a{ zjGbHf+1juAz&Ao$&E#|626k}(Z}#dszip5HYyy8TEyszmuN>sQlvkpTKpK!7HeF1a zZP(?>eZ|PCy4C9hPy9f7@{B_n0Ah?pn9W(h3{C1OooNJm$xvw<2&HWz$%B_?mz|l> zC5VXY5OSZ{2pC%QII*_Ls`&==h9cP3Cfiy_Hnm{fm$w`wI}GB2S$;$qFc#SNV8?cp zE=mc04?ac908J{=FifXtF#VeThNZ{X&UQBpBHms$8|%`G$b++{0C}r1re<$sTE1x@ z1ih>Wz=po+QcY=jM#dDhz+25$IGY4UT_XyNC|iB{Pk~WdYQRPM9&& z$94^v6PB%W_vnR3uV*O-c&BaP9>wVv=R)~rjSF&s8hA`T3dpe8Jx5siezu~1ECHy% zx?=@aoqsc8Hi0&z)^q{fjeLMcce~4(Z5;THMR0gO+jUdUeWU=sfxg~ni^u73i~}3d zG}Whi#iesVp1RJvgh7#Ta@?!i+~1^ab3X(&(4- zO@_rMv#Ed{`gKfj18Rq%*!8(8t$O(*It$D}k@4DOd&`-vLf+T}*!Rh{^(nhjfitoV z)LC?DMW}f3lVV9AsFo5E_Q%&0v$b=krCL*;72jz%uTEuz`^rB&-Rv4g7M(Qv1Hp-e zoxe6gkUsdmiwu!<2SAPLLr1q#U}0|!LWc<TYt^mgr}g4@aRk*xCOO=>{Wc+V+v-OpgW0rPYJPMH{W!2&kWz< z;uGlwX=YJ1oEg%SZ9X8=YX*IV(~qsUp>`rg#Z2!kI)B135(b>wVBGnJ9bs_7d}Lzt*hH=W#OYL7qjIS|hd?;0 zI>@=FP8_M-z4t+h2a!O#;++)I8@YxBsU{*_x2=5(-1RK+9ne|71uA!_Sc<}z3vAAppS{k&MKM7bLhS{|4# zwfU$Y64>%O+%+=f0-bjZEz6j{tZp-5B$Y)f{=(_w#;q|?4}{idvPL;RnKO^o+gT3N z%4+~l;2__3s!&M=XlG4*-ea+JP!<_T8P!)+h!u>{sZcqUAN%rD&LCM?g(z6Q9XThS zrHY;bId=j>t`u%}HI*j-zI}XOe~`X>zH_e46&@G;TBD%cF@PS&`rci!ax5o$Z-upR z=W#_it#t20Iz-8!^Edw`LZd6Z;`+zt@RK-BI6w$a$s_YKT!IOz2eHx)X(Ju=K7dmZ& zZ`uCAn4+*&hLK_ZbB%phtWEoqIgy9Mf_+ zdXw)k%Zf#FQkL)9^@X^5AY|0Sv^+RRBkQKAY3_LS_TFqA=kDgdar;%KUq_ooC=ZN& zqX?OW#tvN3zq_sn2(pq%U@_N+Vw}fEL74`QzCB0utks31fmFEN=4EWmDi6w+3{_zS zWIIb#$a%M$Y1IL~_kmx4GNh5Vnnu&lGcCS{?!-$@f%f@ZOQb)9Zi)^H3d;OG@JdZ? z?U&Q}qb5kTH%d zF(8$s9db|0thrK25wG1poWwx+Jx=`G@TbLg z=3$8qkbN)g6PC(avv|t3r@x$0{<-h64@t{wv(gqZW;u1PfV=Wx?93x41m(~0#t#tm zb^IICKyhx_J3Q@yB4K%=pmTYqNdL;lKQGOb5=xl6RDlA6R`6r22)xbFQ=bRh27{`zl`6R_J?WyU>yHz8weVBq2M$6*lz<&b4|GH>0Yvg z=;OCHw!wM0miT3QZ$Skk*65fRPZWhkg%*%ZvOr}^Oi)d-oID@Mo<#$CbJ$MaKxhzw zt9T>3rw^s~TqXp&+{nWuiZ&Nr9F}kwJ%_o37(|yzGx_uIf5qT4*_9tU=eXv*nA`vX z6sw(U{E!N+nzCes)R5KZ2y~nxq-5f$egy91-8_fD8Mp^BeXOCeotLaXdUMD$j1sOc zKDo@SZ8sc|K&NdDx*#CA!;3OjFfqeQ$S6n#ogj&X zz%bpa84yMF(5Jf?a9d(-p!Xx1$px|PIlCFs5 z*U`y)_1=_{W7Dsa(B1{%8xM_vyvwE?%e$e*RcCn-b4PT$Mq*YQxV}Ta2UZ`BVGY&P z`F^4Vk5E440PQUg)J&>pLex$Dq*X&$Na5B{!_njm;wFD~#%<6>Zx_4pP3@*q3OIxy zAqSoek4Kc0kvQkx5c56wo+==l;vNT_)zvH%!~uhnN&Zr2BmaB zTi);uLtU9FyrO@dws%X4h~;g$ zt*SrLHA@?Y)$XcIHGA!IXdgbmO4xt=7b7jLo56{F*Pa6i>cfl zBi4RxwS3-zKA7BSt&GPm??KuO<*(oY#eE_hk6BX0xXW}IW63WSd~Z^x`DZVpjR{zd z#;TfS%pWz6-rnF>YeRX0fCDzvHB+|@(ig6d4(sVw=hV5n#l$XV%8kyGe?5@R)>&%+ zCfI1T?uVkRIwQ4$ln0{8D6Rcc!RIG8Ga;o`NN#*qe{Y?~B@qhDt0MkDW6cy_NC0K* zf%1Bzqe})|HL?7x-(povDSR**9&Cj)!4ud!M7DKTQB-x3X@u&4M9wRvl)rOD#D7OU zi_EmAr;v7NWTZvdYOZV$LU40N@shoXZ4wv8zq>V@qTT3ly1s$5 zizjL-^gn*>o=|g;a#H+4xV%tXBJGhI-P5PvIDGpVWZed%r5fQugf*Yip#JWyS}STL z8!(*%s)y3ZjoZGIrx@DLplfZHb60rE6NH>crd_K$;SNMavi@vp0Ucz6T{e&!wV}2>P_l02$nmEEDe#KNDU9^U z-v=!%y_5u+&+0po6Cen2>)1s>Q5E8`?GnHL2of)iLu3DHXW^ap;Q^;9>PdHEKJUaA zhl$(OD%V2LXfS0=f*G26FPGTCQL@5t%VNrYQ^;e4g4Xh-a>IuV=8nPG3Q^ z6xe}Mm}`-a`sEbgXX-RhzA!v^2olI-C~)jz1kvBuYgL4UQN2VQgh1;c7Of+?WF_=A zoo<1W!kKlb)r>bmVmes}&a#{YHO_PPAl~i>%w;8Yb@ewv@RzcFKwWY+oq$wri%iH3 zLy8&p9ENYKnGm1XS=IY=-WoPY&*6;v^VF%I@YrZ z+8$J1l!culh{$jRkx^oXXTTw&M(~{B&!H4_1~z^INvT`TWoX+0ds$w9PKaDUiV%B} zS$W6w+XC2R*ffd1TNd=lIP=6C!#_dODb*2@l}XzV(h5VZcU3izzqdiz*$-=j$#54V zku9GS@ZJPh)0Eha56+k`0*SWL0Ck0|pJ%!azW+^9F#)z!5P^r=(k zVDqT|+3NAl4Sh94qe&GuyfbHZf$@4s8tm?sC%D=+|p38r#dO-aHSl^~Zcs{{>CY7eR3%zCAv?^}AH~4U1FHiZ#2w3VkiQd{&oyt8nz0 z>_Mw74NmPbX=m4s^$I)O3$Mv3xpRgZ9q40I*+K@SUO%i2cy z_1Scdf@();SH!KuGR|EAy|sF0KnN*C%gUo}>w}RM$3UhkHxnE#+Tjv?tq;oKn0Xzm zl~g(mj9!Bq_NUTX$aWj{a}mf4A3e#OFG)BEI-@kxcbtE` zSJNh<(YT|bx(2PqxDTHaD$NF0BkEo*#GOQle29@V~MTl;0 zaMxm!<5LzUMfL{SBzU58T5N2rwH`48jjDSZK|_fbTE8#8)apbBSD|VBuIj4ehANW$ zZz6k94hV%`{KM~kLHhExj{B$DP`iDha3z$YsT-h%P5FhgYu&(#n znkn~hXxJoHxWNre^2|^iS%nzWk3{yQg*MlCWxEE!nl(PNC*_s-_u+nzcIe#+tZ#bY zTw~zeRZqo_TJjJEEn9cky6US-F7-42k#dv$6rSY`G`sBZ37B@cjH>fdSiEK^GX-E3 zdm-SuyaVy5>$kdvQQHuuJ$nX0Of>jbtq!_>r&i+b!s2p+nc3m8(4AP7WY@hR+mrOH z4Y|`8p2(-YUlsDbO!JF?I!2W198Sw`@> zZk-`?n+{9VlRY!LZNkJmv`*TY>T(;kWTGI8J|V*;*EH9yx>?6Qj6v|5JKTvp%Ck3; zKd2`aCFwy6-ip*mHu^v8eR(*QYx{PIwrI{!G?0`C4Texz4NB&WSxAw2%2;G*)z+Xy zGKAEsOc^sQq6`gELNbP=T}doM#zOL4m%Z1r+AnXr?>mm)@%xTr|MMQ}ZCmSkp8L7( z>%NBbI!}mCZzYs8Y@w(&n8=J~ABEDh?+y5?cgyY!Uf~uca=efq^K@I8*ZlNR78E#q z$39Aqsgy-Zr&jD$a_a&Xt-ho2XVSS83+|OcD+f~Xnwm@Aw#=2yoR!^g+8nr}4!Y1)e+$(u;bP8=T!Bt!8lOXI91$u!fS6SOv>tRChG%YtH z+p$G+s?||y)D&UOtdJvsnsA`kuv1D&_v`gj2w>oUka^4-+Py_48TVsX{SIM^?D%Z@ z$mKQa_MzUIw?g_45tVikH@#ftbWuJB`m%5kjEJl;NEUlX|lBIA-k z`oIye!x~aivpE%(JfeXMtFaN+nwy#X9k@8!mx{zi^>^2UWU0u$0+!V=SE?gQMcTYv z*(-DobH@Y`wSpqPT<4T&@?Wk!9JEX6pvtVzUFUZ9>3m=*64&JXEzFzS(Sbvf*jl5v z)S%cXb<#8RX-MI)ZWxdZecT<;3UP&z11~0ex)#8rb!p*}h~vD_LZ~eQw(#_cxdZ~0 zO`?u%SXD9s>5q2UXdSZt3x{sG34_i}T6W|~uV%T81n6fA|G1Fv>d>9EEx6%3kbLrz zZaK;|)xHLr+;k^ruHnJXNXhHEHz@Q}EBH(yG>mojKP%XBQ(w*xIF2nlPhF%3!AV-s zB9(Q&%8*nucpxCr!~;Gtbord)&_*~sqN;;2i@?^}ZFX%79z(0~^GwM+XhSJ(ka7vB zYe=l9JwS0iC3|!MEp{Yao)!J&Dw3pLrqor>Sq2fQYE$$e?eO9h*U;$^kRZ^UB<*W| zx))0~5_m78$-jDeFeS>z6I-#-?+*HM|fy}D`yUHh%w{t2x~kLc?@04Vol^(T%~ z+|?aIXLPO0OE^@r-`G?oBpMHu=&`LBTygZZqa%_m^hF?lcKr}Wp(4_mcfhGV0enJ6 zJC@*eQ&QJMh;(J6nUb3az|Kk-?@j#3lO-0J-tz@ler>4B=hD&9+^AHsnbsfNA9v!Y z2K9sE!i-p~+U;w!}A!M&Fz1VHIFRLm%%GgTir8(j?{#kq8#DhuN(h=}f*OODW&DOuu!QfDgm zd(uZWeI@n0nm}+tNynf&4b+&|Avy#YjMQ&*!I`%de$5(5hJAO{qp}ikiI4LOA;?Gn zIL6k1I#^zxPhUF15G&jUA}zSzSY)|rqk_d%h&Pg#o&HYq(>ahbMl{}DwE4%4^cUi% zM4eCYOzf(f#FSiN6mo|s*b!(b>Ub@&3Q{7HdI6|JstwjeT>;8fw|qbm_%hdbz>p=B z0_@l6r>|NLy{3mDYYz=JkBv4fX9ekgR}!)F0*c*r?r*l!b_=PNTQRY%8Cu7vCWmeH zL>6r$qh&~uvogXF z(mP_hX7VY@Wg<2NbaZ&Xw{`}{4~viWiaSDDTU5MlFpZe!sjbq}2?o{EcYVxo2X)Un zrN3S}DV-A`NT$F|^76(`YI5hmdE;*@0SXe9F1c{=U$+9-{p2t9V)JBa5fII9{rMvV zUM@wE;MnVP>alyqZS3jzMD!+wNea-A+F$ugueyb zTzE$>6Ixy=e75E~5@z`I6ScIe?wpspsq1mF5X+4a>J0AAe5Xl!Z={=rr{%BTesxlh z_Ah^XlMHz>A)M6{@fc9v6GDv*bN_f8&4Y>jy_R;mX8wP{;p|kQ&1w+o_?}MKJt=4n zo`zHG4gfHUfzj?A5JWkIUP2r79jr>6sOGf6N=QY;gigK^3@(YZaRJg-j}s6Br8h9% z&xlx+fF*XqwGh%bQ@dvc*$XtEc!Y!t@i-OP%$>0j&)M%utu=~s&5aQcin^L z&DP_C7k~i{Rg}1)CZHZ&5QbG{uQEA0PPKv=+0galCO`m9FDhxJ6vtfoeM_X#b zDBKt|+wo_-zdx7)*%u5XYksEv5C1yJum5o2c9;bs7Wi*scsD;D8?<|3{FW%l^-z4t zuJk74KY1*T0%&Co+g+t+XH)G3##^!E2ip{7PUijjo}9Qr(lAuGY8~GHTtt)Mz6tC| zd&F<;V<;Si z`s*ccKLe-+q^64^~Gd;GE}BxpjY(1f}gf|2z^l8cjzP1V2AW;{nrn7@Rd`g zHK%BQOm1^f)`xRq)18mBU~1Au`1{_g#rFH?ZtMSgKMcENe6vYpz>YSbS-XYym=jxY z>VGN3&6(1yIOmtF%N$xU4W)$^ndu# zB-owQVgKsC8_R!vNK11t+OpY6KVzBy;YUdW>@NF#I2o4@8lp|PuIHiXYyPMUc!_kU z0Q@VnYwPGJK-G-u(s<)k@EKV?H`@Ji^1WSlfJNmd|AbXrT9be@1)C_fw$P@X`bSZZ z3rU8n+p-|Ca~WA0!gH_NLq8G_;x;OnA`3(yUMkk-xE5ZB=yPxm| zJjO?_nZLy66F&{sfph)2)01t7skYhEd*CqczxXwZB2E}zr!cL4Ie)5`KiTTJ;|TVb zCBMYFL}r2jPq%Ot4?UNj>Nyx*9$z;YQQx*xzeFUZeFD~j?aHp53_tX3@&2Z59XJ6TCJP>b0!oHl7bm;A0X_#2t)zs7taj4JMer8hUweCp&c=Etq)gnqYmk&x%FxKKg#yT9v8%>0!v zmE#WbWcnpig?MIIhmiH>pZt>F%^{q*S}e}^L=oE$LI(=@&JBRvL?p2LO!27- zvor&>M9vyfwUnI`TO&l|Ga|BK+;=%*Qno;~8%jc2-3OuAwHylD4yZ4;4N$hl0 zlc_ZEfC)qU!JJsN^9edF^Ioztq-4P32S2?YfTPWiL1};shxVYjFL4bNXk1rk#vbE> zrs%vap9xqS-vC;zo3Wb=Y5{iT8Wh#3F7%flFF5 z%A>3ltSXX^@~Q}XT5V@wO8_?y~V?3X=8O>3QvJi{yL@(85BH!_scZUpzZZR~RH-oI!u! zWP!kiO3=1_%B5~8dT|gy>1T0585JqEe3-miLH{nZunL?)zN(*cPxk?|X%DC_ zkZ^zV*SDwMCmN4h+qk5vPi(J=O9L+M`?n!fEU7+s5ZdZy*;llprcLBp5=bL`>zN^K zuL91tmj#q}P91}(R`wZD(0)WsTC)wGz_L^Cm~;TjykzC_?UTK?ij7PndMTyf&GkDR zp_o&2lV0a1u`P&C2y|S`m{OPVp@8RI5R8nt(K5%z>A^{s4NyOxbMKYT#O?p5SA>57 zWHLYjsclvbZ=okrfIUfe|G9uPw&JaukO)^`yAPlv)Ok+lX#^Y^0-yarIWbJf@TW2g z{$PE%j@~)B9;ou#Z%T*Y@>OV%Fk-!-W03R)WCj-l?8DU%xbsD8<1S8mvkVJ6#F7wE zz`m7X=>qqVprTd`$~Vt9_5&PT6s02=K#vn&{?Q*vsqoc_P*R8#Vd(7`Eq2$@(ZNAX zjRQGOX1L!rKnqtfaWklz%R>ht?h~Ni_Qs$NA%F}_U`iWj7ZwBRpdX-;hnrlNsd(jq z)5Q)G_W?MyO;IERdQA3toi)pqM+Q4H?4g2}d<>>uOrUs==$qXz70K4hV<2x7oK)#* zrL6lbiQj;y3a7N$xz-77dFPs#oaKiq<{v6$U4zuquK@;lol$P)`fG>n=*uajPU^pw zYnTn#h{q^vj9~7Z(?UPvPOyw7q+BMVLNbzUu@XS|GKwg3x%+4v*YD(sL zuod2A7mV70)aEU<5P#Ebg>ofKhgd+Vj3Jz5XVZi`0ww8ez2 zq}1QoX%(CK?i1WkCuO0eG9^q`cJ#qK@A;^!@xEG1T~tR4sz!;6e}S#<|@{ z8?Z4pNcaXo&?m?UqL^qL(xB;s96lh4Er)uOn_Ggl+9grw8lgWu@G~LS!XL{b^%UJy zMJnNx&Jv_34!fG(UmvY7k3-1!S!sRy^k=Jm57&Y| z_-btaBMrf-(bcCAu5d5bjbE_0R!!;^NN~Id0o8R${jxCFk9eLfLmw`)#A#>I^Y`F0 z1drbBUh4cp0jvUun{t|^Frij3xnG4Q9p`1#p;JvH$JS`rIN+&zNb)6s4LE{!g3Ln0 z!#3FQVkpmpa*MiKlb3pcS5Z(>RBc2&)5hD9g4SGmDM}(aC=7z#{G=$8KLBzpx{3k= z^;t(OTS`Izgng7_Sg2ONPcnIaWENs&H9HX32mSC3Z-80xQv-z>QNu1$A{G0cIOkh4 zDKo-OX;9Q2=UxuE)>r#DjzD*HIS43tMt^vnDQvIQEU4XU zsmf*LTGt@b3=p5|qKnrQ4C|I9S6MFVj6Tj^<|=4wHMjOPz#5FZOY&`MDaQ2xs@r1M zc1>~Cs1)FDBe5`|IQG4fm19iqKFr5=JSS*3WDz{N^}7s)H#WeDvkbs%YrklS2i3=RP468GdwaW(tr!3-M8(gjB;i=0Lv=1YJf z14iAJ36~tx?<-R`AWttqlM+3!yP5jI;b?Y*=u@4)h`{vv-E&TZkZ z_B;QwfSXe~Mpc%q^xZ3Q?~Mix)2?$;67~K|6OP}ybTDDkl_Ni7X*ak2=y|6V0Jg-v z2}S(SgmNn~`9m`KW3KrQo3w{gjka3rb`uY+PM)T7T)DV1AsWw|4j2_j`KsD&M(JC? zGj|*#ayoc5O6T|Z59r)>&QBYl8h(?PQx08s4o_)0PXM=tsaTc?e^cjAenm7gGTPk# zgxBFQ>g09wqiAzU@Y;HBrISW=p$ks|C3sefa5;UGW|9dWFCx#_L5$?is&!%VT}eOs zE2feB^l!UjJ}S)Byn7@Ni=;{WPDvKt=kvF#bw( zZNuKUm^+#)tsQOP0g(0J?!8)@;)~1bWNWX?Kxh^)KCIEa`3XlWkNx4xZBiM%SAP-p z`0TGBKfAA6I9*?W!sefBOs!11V)A#$ZRg=LAhc#yQ~C9Lqhlg`CkD(VLmyFrsxR89_6Ik&uAnU}5Dy#Wxie$OZ?R$TjD z5bm9txj@nQnyNg6WA&F0#An)(-fi7ya6|L^w#!eno3(CO2TUa|S}Xc_UuD{2DqkqP&dWTsEqb#DO|jUMDd@M>{xMc%7{3jV^E7a$wVKNiV(+J3pjHCg{$B z_Y&H54#p&O&ux!u5e)pEr}*r1k!TY)%%KQ%dDuN-vJxB$j)%W#5Gl<*6eK0zAL{9l zb>kJ#BH-+h-KUn6MgmgwatFbb>`LL5tphVP?{aL;mY`C;G3nbqG@B3G+zRgPw#?At|=f-2HvPz z`JM)ivKx2U4iM8Q{02~o;L#LKta>$E?@M9ZWKo_($v#wsYF77-z^2g8xzQsjF(hfT zpI&Ap*E4H6IS=oBwx%UF=1V;tb3b{?I6r1*qw9S{Z%+D*XM!w2= zAC3rbFM^W zvbDhw-W9>j*u&+>kTe&PIFA+GQOk4m${RtoDC2YG`(4sf+sQD1rhlBGccg4?s1QIu z6CdwmxQ(4}QL!Au@uT^DQMI4)w|iY&vMF}^fHocR#jwly#+ceReS!ljrd;w3qHWmv}c{gGlJzGSK z&+WUly9imLQIzCx~ zG!Z*CW91O#l2@x=Gu(I|y;@3cdqRhy$2V$(NbNNsRoJI9P>}r!(%|T`aMpOyCsi`ZN&A7(YEXpIBa zYHnc8vA8e5yZ_d)ff_wijI$uLk-$19);wQBK)2!0!{2vAWjeKipbvYCi#NPp0D!vp z#MKZB1}UjU$h39V8P0j%QJhTCtQ^-#M-8#)Rn2Qv}K4M}UBcBmXG{3URvg%ppHI z50od3$v@XsB)74Yh$N=B71ym3js5Uq?91491T0jKf^4N`Z?4nk%|IHqBfXFY5ZxQj%6r)4g!C>h&e7;M?dnm5bNj))9wR4wFkxwP$bp_^q~D=VC??-d`O_A zJUpMZf!&`&t{{kD7Xd%%`2^vd8voNtuG@)2Um$i%bX~=k*ctoSniq(u8iAoxfp{o4 zH(WK)>x z)*wuwAbQdGI@=7&OR7!x2c3ihy{{`4=vBX|Y~9y(l-;0_Yd_SsqF)@Uss*-yhgJNI zS!Z9y73jql7}UN&dKzp_dnxAlvjMSC#(JkOyLj`a*DiKb@>RNizV?mgHuY@#ChHZN zFhbQfs^D?`k875_>f#NFI1+v=5tq`<+1!9R;CNu7Se#riQjr`Ew^8;}L zlNDqcEZcI~bmhZY7w<7dK_4{vlFMO6`zW%pGW%cIX;1T8A1ZG0jT-DzWI{R4KUz0v*h%q6nAQppqZmk#Y*7uhy{V@);2Vs&c{IucE;ZtX3c9G%_xATJ?O)ND1Z+eB{eo{BBvH!^~WV{ao3r=*ApGk21%9jpc7u@yZ z;3YpcYm^De^?q$gp!|JU8O-^nSb!X9p{7U z!WT*Z%>*aB%@5ZYze(~*w62Q7Jd?BeOnz0qROlV{$vVGV{oj82Zx_=JgmqwxP}%t_ zQ0Naj(CIp0p~gTxGx;qsT#Up9m}}zp%T_{+uYu8G=q_>M1L;0W^H59AMNa(NPnS^x ziPA(YH_rK$Ifg(zFe3LT8Ak@+_S0n)RwVCa@h@UD2g{WtXpHSC@E%RCh43OHX$t+y zP_Fotl#38E<*Q|bvq;Ktp!X#p6@>RFe`fc@^~ujzu=xbMQqLMxeb!GDsTut=nZgVu zaISH9N!NeEOCX127Wm0}|G2jQA`Jhu-~UO3A?%Uqmn~U;X^;F1*Tro>_#cGplIC)* zpUDU~C7)wKv?i46=cVgPH+%NsAX~Z@o#^0)jg=W)h}j_|gNaowSp5K2l!Tw6K@nU6 zw4UV+DG9xSXJ+rDSK=6*EEo6wG!q3Re|H^6Kty@T(M@TH`|~rG@2wTAKlRlNcbkKN z&XKhe(|+X?|4%I2&)s+6ad5yn*LTeL6&LjZM{@psB&Po#-_qN$jH4?)JL$N-EA(-< z63;smG=Ik|KEYK?D|HCOBP5nfF#=^V+?Q7KE%Z}5syFm$rEUCfh1W$VQ&z59JpJ5` z!fCVSFWdoCBbCpUhn&sFHsy!izaRAFO?CIE=W6G!yw+>ITaT_j`f>E5;eR*X;QJ@Y zwLvR(Ec+G13(kixRj$~%^_RZ%e|IIqnab{y%Nb7kiUy|Nmbqwv+SV35Tgb(otY%I6 zh#w5dpgz$9x&>)!lt}wrt0>nA)sh%-zIaN1vBta!Z;+XbQr$Q#}a717@?$n8o;ZH5FMD<=Rq5xjn|mIJ(*MXbM8cHOy(!G zJP+IBaX1Vr7iO2QO`6J9m@{FO6oHXQ0S$zxwwhbpMxH~KQj9&AHBl~_Ksa-EZ}Br4 z=?R~PC(}vdc?Xruv-ESD@PNg8q_KItGip-|^kqw+E^ljZG*KX<|0#S(Ui-PhCbbAk z*o%>;(iHdv%Y;43A|$aBQ2HMJn?Hh9P?TpewDvMeF46dJ3FOaAI=&7kxfmDuKes>r zONh`NfR~K3wg8ud^EW`W*t-#^4d#HHyZ}7_J~v=a{R%La<$#Yjk~{B8bCRT$T=T1m zk5ApQ`q3Ev^D<;Z7UW5L1q^OTfDyoPp&{Zqmi&>$vIFF1Hds}Hz%Nms{zG;`;8y22 za!$OZ|NPZI|0PLeT+GEnexx2r-fElb{R}kUc38k5-?8@Fal|xj1$xycGX##CtRNk+ zpL)nU7YmW`V9!#=UBDi4ILgZ|?GVC2p=Pg0%H*Oi!8=@n*Y9t+((inV4`f^BYu>|c z$PsS>eH-`AD%AZ!K2-pQY)c(TxIlaHWOuNd$X3BA3LV-f3Nx*$-XV?9mfmGY_D#Q^ z`xiV-JH8Nb9`BTmhc%<8Rqa@3W&UcM=oqlx95+2&=@m4I?c|+{dY?{J=IIq)57u=T z8hi%YtxqorV8hG7Z3#59FCY;lGVI6`d=l$hHq&1WIi+y#nkWt=XKeC!KcHNP zBtgVzn=S0L#i3pv&v?s0zJP}UhtxOA` zy*k=|__N}`w(<_@SOM8mT~cm0FuWs+Ie&$8rt^Z zSrBi1xS(mO)r@C(13&-ui_h2>LtZ4TM3Pfys_Ne8_s!6}RH=nF-u<;_p3*!qUj;J> zx&LtGSAQt=2`%{6B94yWn_kky{S2_NS{sS`FPrqL@wOzWTU(fm866+21XSjeRPTXA zL?K2mQR6iLzPDw_TlEdigX2Ul2qit4Yt{Q*yB7QqH$ZB`O_4NbGl(ZgdU}>zX&8jo z+(zfpvkL^?!P~N_?b%4LVkH^#8O`A8)9mOJF_)vGg)@B#XR?H}!zaBtK8<0f=ArVV z@1zTcRAU8@3DlNSqw9#uZ^$G_H3Uw>cfe*6fCNj~qJqe4ge<|xB6S|RQ#JKFZH(l|lFKN7UvZu5 z4R-quFtYy5W8c3}nKNTcZzmy$8=%MI^iZH9;}o?qBK;6pb4ltHTrz;aAuc{o!fP^;kO2+znzdSGBefvcIx)t&fCUa}it9cQV z9?TjWnUK3KY6&CB>MMtWQK!-Ic70^?H*@+U$UsB|NdaEtB9f}6B?Xzb#kF73l) z<(9y4HPC40?8Skq6O$|P8YJMg6RhgP{xLH9qHdPTmG%6HH3878jd?Tlf5wpyYL>tW z=m=Ch=Dp_9UC^R;1QN5yK=~6K9wRyW$6J(>T`kVBX|+JL+|(~9EUT5ea>%Xz?qsr+0eZ-yu3?yDJZ zdt1oYd|2Te=w2bBDJZxed_s_=gLNx-Fy))cJoR@9fe4eQ{GdY-8&Z2!KH9-2f-#KZ zJa!U=r83}d)h)wNRjK;u54kJjDIZR&oSLwl%)CMX3mj+-Xrs(9Y|M9)qz6bGiG{7( zzT|8MJce^wqgj}dQ(N#cK=W?ep0YNINdbb*C#4-pR(XR#=4!Hla>iC!csQ{tAJD)e z0NYrh03f^0B&sTQ>T?SFJ4BWoz%S|6`2md^);@ZAReRNEq)*@U_;pes+~?mk2zq$az@97Q^$x7 z1RJqOYtBiS+6?}tjo1p1 z%t>DYHi3#8>uVC|(5oNMT&2ASfs7Sl$OBR`EEIEySaXq|Zc{)<*1*=dgY_M~fYLC# zO!YbdNPFx+Kkbws{&efs&NH!IHBt5=$03G%5+P}G6MCZi_JDOqswtRVO&V6Q_TI_3m z@xrA&i+YrkLE=VNd1+=$QX;|Qpzw!372 z6Hpi!N>zKG^g(A_$qi5xzRoLCI~0uSfo#|Wl!9`k5YGSYtzhxKz+F}OZ6bDI-UKZ}8otl?;(|v?gw)d8w^V`Bw+vdV1 zwEy_t?lY>R4<0rY6UBkLc1CbV&>L}R{9iX3FxI8+gDQZ+51WQtP9vYU^RL)J(T34J=sSEzE)*Anj&$15Wc}fJ)|hrgOIm z&^bbeE!On#ZT}vE232;I)DIh#zLf~hEU-l`%N<5s<)-q@5EWFTnj24PE}X9zxrn{k z{@b!(W$92<{}5Boozntx2UiUo)}bWFhxDaD-|q;B#Fkn?`X1!rdIhrz=Vjw1DKF?j zy~Y;IJuTK{(kb75Fa<#o4G5WBjw8QxcFjmH%-bjoO4YRK9$}hKjM`87E205{^RExN z^XJzY`*ABz=I_a~L53^YRM!|8bO51oSblGLfBUl}vz45?L zEzu3y13}L(w^Jd2v(HQ0RZ;-ZM(I$|3?Fc-nBE$`LDFPdm#+n>RaNU4Qm$C`4mgI= z09{!Gvt2LyPxS_GGHSIe7#(y^P?e;IVyX+~S2u77y3=p>hY#fKq=xOuYv02GxBv+& zPZdY&>%lZsKN3X%yZL%N6*spk~3Zn_3joHAj{Gk$p*(G-)WZCQb+p6CGzDVsU zXQVlojoLK3E&{!FNV-r60UR$13B9z6c4JsCWpdB;d~UttlqpES{4~hOCSS*=}pCVgWk2#Ks$!3$tXQbm6)>j3CLBrZBjycdM?FsOn2 zIu;0#yVw2Wu_}|O=D}V$rnq0H})Jzm|HUY-Vo`SKFf*fJs9$eN8f}&2a zJhj&bT+fSU#fwKy=piTwBOmRqh%$L2b}kPY;M_-!MRAu+)pRC6jQ}VHcxc#81|vQ( zjWlP`W;hoFSZ>Ga?{EE+akK}1A~pLCN)I8lx@|CZjwl2$Wu0As6J1S^%HB>dNlVc!2LFb1s?qGYqVqY&Gh0?-uc zii@GbhTy<5=7kb#uKWRWE9d*47N_Hs8w}Y+1|(F|xVYjslThJ$lU6$tbV6=lVlY-k zX$=6*;a7m~?A49)qnQ$O1lHAu%r7$fbh;azMlxrGfem?x{OI?}H)|;jCcFd#EbU7- zd)}}#24ep3CB%7K`zxeUm09RJKy(o}hK=%j=(*i|A!QOcxUB%S4Wu>#Nd}i~qrc#l3*v=?+$*lk zx#dXur@w0V8XK6BkL&E;U@JSt`Oomnnc8FsYLG(L;-q?2M{*}v>%L2CHxFX<2ygd7N0!g3+OwP7MmQSE*5oN0+-x=1;Gq9asoQ0WUO)oj-1HZLeM|ZEtuVhBJDg zGHSLQGW?fN6hMFoAOi&u>Glc=5vCbsQi*(mMzpXYI2HUr?=pj}bYSh|HaDF~P-H!j zGAIUQf`XA8WVo02T8zm6HgzS-10vmUO8{2qnS1l6B5bs$9j_I|2!pk2?@_x)+qn#{ zYEm=AZ=0>ExN%|l=0q=wnf1e7oUI2j&kOru0=BxkdKbJxl)~Ns$t+@euMuzX&@6Kb zmm{Da!z}*5!@g9(be*#c@YVvIeP>~<{@p$G0wTW@udV;X@ z*?8{f^dim_7m62vhn{#twis zUo2s%aTN-wjxQCs&CH$bJ|C3($(oUGvZ#b>zkHO+!0y-1eQb1~?tRL=Et>zLx;X2={&diMHF7MhnNKUsO^s{ zFS`92W~s#xeS}e-@_FZ<5hw=V0JGenE?(Z#*mW4uX z>Q_i)UPXV~NGsJb+#aJb6I$T(PrjN~t2JQ*RL-xU^2h}n<0xdfywtKPq8!ZpFF;iY z^N+Q)!dfyvF-E9!og^yz%pRC9X~KDCO}=rG5vWyJ?UO0ndJHP9NQf={W&P04UYH7t zY_L@U+nZ$6>w))k#R`F7CQk$TMXjsgs5O0a-#vUIj*0`~!+M|l(3WGc8*`?eLt$(v z67=ck<6&pdnF2Mz|giiLj z`J18?-to}|Y=JaHMo)I13|j+`qRfC4JxCR%J1f#EY%Fm!txK-I1j7+3Qf>6++7Bi& zu{(rS$UA)pvW0TxVB7?e=wR~#SWhYsRedf#Ejv&KSG;7V( zig(k>VGP2|zCPmQbj{DUxfENk=Xh=hYpI=s#zty>6V+CE`(62=XX@|ZZ1oR;hGB*e z9{VAwo`TplbRCp*eS}=ysIY5VM-#X3?p=ac( zv(E7DoxvMrN-wT#5Kx0zC$zUs8Mjl!$&#GIINt&)%e+9P;c&|}I{ZG$`eN&_eU7Cn z%l-aJWt<6mJY(LL3QP9^GsR+KNX2tb)S^bld&-SXCAE5ICK8VYD53XpIOB@w_x?C} zPUpU#MllVFg(}H*%m(*fp)&!w*vs|MyOt}0wkWTGL!PTjq?BmoijLxd71!&fLDOmT z*tfp-@E>uysZQ+XOBdlW6zmJ%WMSSL`yL{#v9F~T+b)N={`e>}+Ke_qQ-lvcc zL>uml-`f(X&@KuKFUw45A6xwtEX3$NM2{w0z)6K4tO$0%Yy*V{umx*Q>A)Td91j*3 z+rZ(k7IFczqXs+nzuaSSl30}#Z?!l3s28YEyb}S56Ipj)VrlyN0s{BfgB*d!;poSt z#i?<;{ev0>HpU}FjC#WXN$h=m^^t4@?|4#`k*_EG;A`9l>A=M`*AccW&NkE?RZO&1 z&v+%a{|;HFMA(JDzAw>DuJS?wlsInZ?akf6f`g=O?y_q@^b*8mbBzoRc7D0ge;^G6 zxEl1MMYQ?k9vzomlP)iDTf;BC+b#FI@Squz*@KL&iGz7jmblkxMP-lF^=h2Qd8*rv z4PJd}uOgq|Vt-gtctj?O-D+>^S?8PSFMMsgGg^1KZQUAHm4meW=3^RpS-ui+(<(7l4=$og`q4>m?TR{Eq6sk*&P^= zd;%hSi_r0#SHV2nwI-cb8Hxb!r)o$@Q4i}DBwMb%(IHUpDTawQY-~UKp#H$wYWFKB zFdvV)PmxBR8?n6pN@NW)2N&JF6z5i5AoFm`lG+Naqn!c^E@&RZ|-v~yB=_=Dj=X_h$y<^^icex zG5#S9u`=1p0L%NQm7O~p5^BoNWd(@_I6ZG0HR)WjAhejZZDQ1fadmn{KKp2${+M0v zmnd3R>H*aQiC5hmuOgxzxI*k3Ua!r&g2D@o7Hc!pu8jW7b;Jl)^xq~ZQ_d(gu~LkfDHPTUbTT`{^70>p z8;oQxH8Q@I=>=Q|kUUp)`d6icvn+;D)Zp+Q$&3f`^zCf78mm20BKIh4V!l#Yy2c?t zJFv%~i!eOzyp%G`r<LO@ua)7>8`LYOm z-dt$8oG%l@jwg)xo9We!T#d4F%UiOo{!)V@jH6c1y3z#r-@fG_xz+$I3a2B88%Nsj z`J1x2*h8}XtbhB?Mm4O{hd->M-d&seGRx*%(0K(u=$|!Sej`$O{IoA2x6@`=zDQ=@ z_tqT|`US7TpvV(iMj@sdI4F+5jL}Nij&)pZJkV-_ZwX>;2S!9oQan-)l5nzdm_OP1 z=1KLFl-z6OXIu_cA1G-V39pWGNim?EaP)N>|3Efly1AeDu`c?S)*WlDP=Bcgp|E7Z z?a9y?HNnU&d|EAR8}V%*a%h+X{CD8ka*{x4*p?#RqNUN<@Ene#!0-?^5CA`LTrV;? zPCg%o-LlI{URXS63)l`(_iZh+h;wzbEnF3a-CAH&>;-dFwDV1vzcg9q@@)kZLZF$& z%(J7v_$}Y+aaeDw-W}{i2(V;9a3N{^;?sc#tIQe)T#lYFF-G;f^c-CgH|iX#X5fty zXmaIe;UDN~I=<8Ih)VdZ=oeQ38dNqQJW9A}xXqzORxoY*coM|I&UM&(SIgB`d=Jy* zghoGm00)BWaLeoXM~CR~<`1zHCschT=fx4U#wrZtjE92?a-M(fc|YEW#2Gv4R*AC3 zm&|voW_*lZVo;Y|{e8wxgVK)_@Joly&#O*9x>l$UjuQU!u^|M3_pZ)koez*_(Pa2sRAg!06%-F@7AXXL_YJ|#rFp~Kq^?t9CAp`;8 zOKQ`9i*DQtN!iCVP_R>oV3FJ!r=P0%8PWw)-r3g6)*mEfT|pfou_m5z=b8dKOp4p@ z8jm#8ZB&R|Vpw${Iqtf*hmH1)+4Kl`fHm6YA=KzrLGOZcZK-cF$~1B3FCfy+Ooq7i zhr4#?hJg6DUYFzLvFogAD?2tq{D_?#4vFKyllGB`Sd|ykh$9B)iyIl<=&-*}mlq)C3n* zL^NTXwt_0h0#^8$QW6m)SA(%`I* zsj8J!_32QK$Fjg5Vi?My0zS=tZzJG4UVnuC!^*G&#_xbE_m=4S~*|Qr!i$T-hnA@ zrDg1DdMPQB0IeJL&k-J<5QPSPS*!IU;C#ax<$);+mDaE&16V9EWi7FWs&xqf{wiIj zHS)FNiA!VMt$=N^_jn*e@~;jU5bgU|b{^zd19FX}7Q5tISdxD?rQJ+iO&x}FFgn=sFGvvz$g2 zgZwXf-9^v^Uja2P16z7@Xjaa*kjP34^MEmo)NINrixSJ$8*8KKsRq`2?FvdccGb}oaI zIQIMQd7<=%4!NEQZY%)%#%h3bG+)uk^;>lP2(S{o$`T?@0g|G>Z;h2quD2E|N571z z1*x$un+^au%h%CvpA~D@OKhz@P&qr<${dhKTU|Si{8PTPRjol+I-XYoSPsML#d2=8 zANMssK>9$ekB5^RGM0TCVvam zVV3x9ww&ftQbqw+gp7K{uj#mW~ zf(N)Jm7>r?H}=UtXml`jb%vi=ptOmMp`arO-R>Sf<<%+3l3|b7Fc^zBJ4ux8cT2=p z!g!VkUCQK}hff z!u1WQjm^P!&sMU0bc2!o%Uf9*QA`>*jjMtmwa`0qucncp^e64SHFx@%tP=h zv2siHPgpA5&KW*Rhkt^G3%Muemx46AXnk;rhC~NZVPDU zh;$c>c_$snldZf^PGwh0HH<3h7=r5arVI~@e}8LN01XiFw8Irx=}Bcm;jCu0E(Q4Q>3e0<9rK&zi%l9Fx#V7xXoR> zo-bQ$Uk+2-MRCBOo`piz?y>KqBHTM(IFG9XxYUswl!wbpcAOx%vmGl7YrUJbJGHWz z3tD_(Ly<+`Jzn!D2;X|lQrUX0Kj-FP&^E2;7hItw<7^Qh#e()8dRs_(368&H=F1U9 zpZAMlA1ym~>!NH)lsxsUc2^1D$~HzJT*?Kupc8-p7J)z$gUaK(I|YkgfEID`;OaIu zPDMwZHrYoq`);fuY;98W5m4>Xs~0TlP2TEg=61dH8|znzD=S)MDbait{g#P>UKQ#A zmjw1?d2p^>?*_DO;d>IfQwTH%MLNl9i`1eZ1i3rnhWzMyVdLl7`2(WUlZPJa&YRqQ z(QHA9Ku%z8h(E_*?wM(YaJVjh|HS`104=f|RWF5a{f0_S;AhjzsG8IN`!BKvUxdPU z%I9Ne=s^(82>$TBv$_A^ZzsO=@0I=xtp8oTzqZN$dfOw-HLLi|h;G4v zR1F!|765L~l8^@QTiBPGYW8Y~14qhKu5HOt3jwmcop>6TOHDM}V??1dm|3h&rIi>! z;PhPKbMb9s#Y3dI#V&IOd z_b_zgrv6*{51aA9muAo0$Ndlfmj0!Guk=^k`S0rewGjX7Eu!Ma>|ruH-GbqyPA`N~ z5+{OpLu8?AhC)kD)QM6h!=KK78aG}b7-t-hD?tD&3iQY}CehQ6;4I8om&-Gp)fKCm zuzJuh=;+o4sr*#f5qIwW6lp z61&%mKPf)a?|l3NNeYIT8=e&UF}TJb{NJP(wlsun@%?V6AAf6#jDvQ&nQ5?6QZseO z!EamGC37a@0{Cy&CcKBH46k(1ugN3(L*|*a;m*5>Q0*VwH4k)C8tz{DnO4P*k(S*$ z#EX$Qegpp6rwh}*-6KK#Xv|;FbAIs={?0MK;T8AGCf%I zONqAx9!QP?GE@BMM3aKiWE%E^QSr_Y`6YE^vLk7(zs03f(?}-VFk8ZV{SAzNnK+~m zw(LFF=`5gLlMs8BrBWsh+G&RDdBz`vgtuKP_jU2!yhixD_S5N558l&S9_38MhHi|Y zutDL7f?0r%SKf{H8ej`#i^uhhLnc z6vVmMZuo<6kau(BgX)#jJhPIwo&tN$WrrB&0a zA8m5d?Mt^cAu+I{BFW{%pLOpUeZ6m!W=KI3McW7mZP`V_=j z53}Ha_!ZPm144Y{_jX>^;FJ?K z=PH-UiLMEpH@#Ws!_FLc*RQeh?gyL}37y4J?st{S;{He^4qbv~^XCHgS#kx(?{WEeFt=6;~mWz1)S->PXiMrOd1n#$=6d z_S-SON%w{{VStEl7RNhRs_es@J!DVj-X0?b{x@+Y7QgrZPH>zBauXsbdxi4`8|81N zHsu1U(!yKA2YaN@qSHAZhG4plOhb3O2&yLtJ#1eMHSU|N{w(6;PGr4nNRObm(JLSxoS!OkB4@$8l#p*9?Hway)zp!myMH{yY(m^1B zO1>@B+XL5-cI2BI12!F*49EA+f?&xp-eN{@a9YDRK>&GuYMulQh#d?##0<9x$_du6#>;Xa&>tUQGFk@#-;O zvnU3A&on*DDxuF)x$Z3Xh_(O**LD3MU~Ly~^>B%@6E(^Kl-zrOFgwOx0gi6765|nF zV^HXGG7tT|fBMGpwk!(qg=hM(&VQOp;5W{&(hWhl<)RPQJfh5la4i1Tw5D9w^8mHW zeCfGyKHr@~OunARLWi4pV_Ss4=m%g8{&+0_eS)Fkl$#peS~2oFJP72w%rK7}wHYM; zOc3IBx)YjOI3k?9iJe*!BJv(vZ-5^8AbSL1%mC~TGzddYP3B(LrhV?|9x7xPW=}Dp zsI*E=rXr!Y#G8xvC`7Vy94I`>>AT`oY!*4;_L3F>0-rq7+VXEG`*~SS)+*{mZIzU?L#{}zhiNQ8A>DInTiBL$ z0u%#m`uWL{@~vlx!dm1%&3xk?gVb4>hUCChgSrKxE93>|3k4Il6(kCM7}37rS)&Y0 zQb<1E!bBYT(tUl1-wOsqYTNA3%w6^l=BeYI&xCP&u-Gx>jfGfn^Knn}|mBOuk=JZU%O1g=}r`P$#?6kBXEElp_LwlL>U5VH_l?aTK5} zA1fi-4lW?@r^uBU>&%-4hXg#1oEuS%tbvasn0kOIM&Ru|zse|BJLRA}p7Hjk!o+;(tL3FpXf+vh;mdDhEjboYW;0)ZjX*FUD zvQV$eGK7R6 zASo>kB1nfI9nviV0@7lkv~)hCgz(UvDgx3C(kk6ZO8?dk&Kc*N^FL?KtN)wtyzrxr z&%=H1z4qEGuIpN}r|`FtO=nK?WR zoCO=^iqo(nQKGYCJO>syix!(MbBtOF#91IWJU(&*dOKRqT13Y8ZYx_-DID|U_-zgV zfd&Z1S91Y@aAajEAN--Zu=3_uQ9<&#Fu2QCs1O@N28_T+uE|tWx;)j@p=f&~gPTT@#ad?ct?%)_T>MH-m?gA0JOV7R!dkA*-!O!aM*S9LLr52|- zuEuk=Jm}Vt=DNWY8t(oYaBN-QhM;vEYjJZSQpb)2#28F3dfu!ywiso51oCc?@jZyD z0C>snEo5{Rf;WQU%9641q2GqBa4P$&-==}B_$+?Q1siHn@M%7GS)Y3hmLxrL zkA+Eay7v`6L&!(dhiGJJjXWH*LA=#@@K!|**Bb#)$rg*Siu7t;)PnXE+niF0%&Tfp z?a2j^u;%SU{thxj1i45+zF}85{W(k}I65(^?RazaFbe$W1u}5oe83Jt3sa7!HeR}0 zj~(*(9nkg0fUnq8$kEaswYabU6L>_g^ls`&BdKHM5q6`N8d>px7xBFx0z5C_(M1R^ zsH<>uq;ZmzsN~3{MIb+Kn^TkT_p7-}Kq^PBHzQ-`EP*pKy}}54!C?2t_sAARqK=kU~WVm*Vv#97-Lb}W_T97SJ&L^1zV1R}g#qi7o5`_X{ z%(xMm2k1*CzzZ_)z4Q|dKk=S)0>|S{OIbG;L>$&GLV^*SH{i(dP9o9}c`QtciBNYk ziU5dM`q1FjfRjZk316!_d^rtb;4ts(aA*fK{l&}9et}t)Ilxky{R$@n9~q&I%zG@w zJpj&-ABZbVA@Uxkmw!6j-VUWxo{ble)_5Y;+F9nFD1=0Ug_H~SXO3eqU6c@dQaPRI zb7e1=t{jQ=5HY6tw?8#Y;xXXFro9vCGdipkDNrMKM3Co?WFk=2Lglsxv7P^c(D{Ka zhqiiWT-Gqm695W9m*=cxX>7}K~Gka``FN6}Sf)nzmo8Y$u z*qUBnhs!5B0oy(SqmN(1mEGHa!|)ScKY-?9jg0YxSqxTM2Av8sYR|NrIDp|cTHg~m74o3hq^$5I(gf8oP^0($GS!*(G)1Z@ z)5RBWTN_E)7jrnwTRcCSV`5-GtJDn{hSfpBgOP@Zc^vZtcCwSM z1pDH3@n>SkJP%HVblEpmQ|-HqM2N;mVK&YP-j$ttUU4NJLvQZ-N;(2yWOM!TAXg|) z7v`jmgSCc&Pa7Zfv%;oOputcaVQHjpqP}<>^U9?!r4;%KxL(IFuqhrN!@xq`K_cYQ zIW2`6P(y`;}O6y6ucf#{CR^#`mg`v{?vAhRg zZzDaOw>MYzjP`FQ6?E3J71` zvl@jRjbP!zPkWa`<~nq({{pWDuoRbTLVOc|w zCMRH{aS%KBz*%nGLfkPDHCSXtLYJ@W`u+LE*5SdZ{2*B1v{2!w&F36rSp>vrax|={vG4)HM}C+8oy-nu7KZJZ^H1p`OL+E!VDy__;7L+ z7l$2N*;m+Vk&xi2us9gD3cOOccR=iU;X`W%Td*fM9(V`$W>Rm6{IL#I)Z>lo3d~)+ zbD2~co(M!wQxa%2#YQkEy)k+hlI{Bbs`n>IBw(s)402K^VuU~Mh(-0y1IpMC2zRZ^ zk3k2Q@iVp#C!C1!_=mII4TmqBcwS<)D$sbSW7-BE^Q}AudM?c4wz94|RXsL7LtwAl z+s|ux5fEkod68D?Gw|fO<5#ZpvRHsp3bmvx7XUepZ?&1? zu`nBknRY&4zHNyM%;i9QPyKog;6TH{mw-11}G9*@G# z3&%h5ELc1p^^IeUS;tr4eA<0ajx5dn%ZkHB{zFuFDinS@%AYwdkR8W-g5wIBUWw}` zHwr-4^b?SJZ@K6i+&uDm$1zuMmbC)qy}+*=9o0;*o7%>!)#QE}!Q8asm=`Vr);bfp zXj(n`uZ)-``56K(-;qljl0Y_#UPhCC6bv5=n1CxS7>;v`#+%B5&bdT%4GTsC&PV%} z6Q#POps6S)PROFeh|JIGeSrq1#)Zmokh1K<5i)J3fI!7RzxfOX_AOe((Pxz;b$yjU zT>HzhvWe02?ndys6yd^wJ7T1p=~^>-0vOmI8RE&y2kc*MziuKjiJ^o{AsmP~H0>T+ zf+>F76Qq|9J^FFXPQ*PfunX@Vy`FLkyxoMIP9IZTa?l-2JZuI~W+aVdGm?5g3|dMu zk%DeznQFNoh;>{+fFKX3IEd#+1|r%DV13nUo}sl$J9$;W5XL{8W?_7!g#ot4k71*g zFS1Ao0d+Q_P`$F&C9g>o&F_>q?GDh@2uomhuK-503D{H<08bBuQbA|KE-+wChUH@j z5OW>JFdHW1ptAXRnFsIWtz*Xngu4+-TwczDO>x3}GQ{$5Gi^!9Dd-~&_-Dy4prscC zl@`9+2eTR3ANO)I^C{b!)lFir)|1-Fpzthz?yjd4yncL88?%$>kyCIwK1(0Ooh|Fj zVUG4A+qt4Zi9uqS;|YRO;-Edl7Rham0%9!73V`y}4z}{uvULP99P5DRxx=07dkg~y zuHF`8X2%Ku=|6!hw4895>3n00AlX|=xxA|ZO=|=+;^wm0Q1IcgM{dqvE|3bKpKu}( zH&@n3R4NwF1uvXx9&C)fq9>Z#|C=~p9Q-T*6{lLWxk50XslV^UXfQf2C$soD7-@-`sSoj0t1O^oBLDbR~ zl3+=YM9H7jSfYfCG8E2Z^a-^3bG28nf5_r2!*94G&2TvzbGxG-+v9$k9JFv1Yyx{Eh!*sQE0NmGbT5%}yK zD39JhOO++S<}lqZ0?LWh+hWugF|b2Ygf;r+p<-jyktntT+Qw3VOHPLIjCmd6B%w4H z(r?B$Vs@6X(Ah=VsP>!Dlw;qb39LgxhAVt-q}ZNs@g&9s?-Jw~UikSeNc_Tf0e0J0 z?vmusfaW-+Ii+w?uf~^LhNIx%=Yk#{^#AgUFb6O+c+T7w`NK~fdAg&^GRZH z|NE=b={y!k*AC{={_o3s3xmVl4?C#l$m{->&G^e|;IqJ^bO0jTchH#%auQ#;%`6qEo#`9mlQm3k^P;8`Q`hCzk@X}jra@v z4Bq~S_q}pKjXQDd!JjYcNso_Yct$``%(LugGwaWLQ(!%+1BFcr*(i>Nbj4;to^y34 zAaQ74;c?r3IG3hrRTw($Ap;H@jVL4=eRzh`D*_aMCI}C83(h~__;nFqDhnT+t$y@f zABorRo-7z~o|6R0*UW~5ThD#}nFTCj*s~eaZ^{I^ zAAKXeIwCe_OYB~?+}G~r^*JSu?_>0h_({(oVp?z1|r}D zlN#Si&I7Fe3Z&omVGBe8ZAhe4Ne88j*D&#kx2fM4s%(^{5E@QE+}2d24g(49&Wu)9 zn`pA`Ji>j4fx!x$geI0epb0m?O~3%ss=-jY=`JxQd-UaaDU`x)zA*$@icpv!t9dXZ zT@B2jM$nRFf=I@z8{PDUDB(H-#{<^QuePb5K{7Jaqkg*DWX<{o@%5iE;NdxemWwNJ zLRVlvn!4nLn1D;{Jzkl0a?#2%)_MT+1qGsg`s?kEUBZ(Pz6V0sDo<7XW+Cs%>WIJFXOaD}e=)p_srex+ zk|an{kApsDAoL0(%b?zG?D!$<)jLqzqy$DxFj8D{QX<_DjM=kwccs`O@Q zGl0;&Hxe;*g6s&Jq(H+j2R+^v3t9@arJyf44lzy`@a_qk(_TRAF@-*Oafav$aD+ln zvsAQi=j4BB%{nF$7pGOOyl&ah%t0@euW%_b1Q;zn6hTJFW!l z&J8~Hr@}We1{gAi)ykpEY75(2PnPdqaNTxXVx|`zt>v+|o?Cw#vjN8y`X{#SA}1Rt zy-2T|CS;aj{>J8Q2I*E1Qst2P4$+_yL?%Wd&OzRPdR1YgQ?9`L%Y&|p##yDO9H#3G zNP?Mo)*UEIOmQCjr5<*@MyR;Fyqv?UpTgMl@T~%Pwn!n^N2~yRb!xA-P^}>z^5^&< zEFIVHVq37)Z(!@iOzfa(q0;tLjQsKC45=?Ll_dSOu2sRCnzUl`9;vGRZ40x{ISI5f z|2Qb01;qA2xL!rZW2;Hm++O!=^pFe<6{v*f77mILYU4XNeh80v2MtMDAcIySLg^px zs5m!thz|p6xX}4@--}`1m?7vND>>s_75l|CDtkT_teLKN;`M&wVGjBAbQ=G5#z9ZI z(rrjEskd`e+^OHLi!9Cn3NH})h9F`-5n9pK$1hac6LA}HkrH=)x|rtEHa}g=D{!Rf zkNHxlLnriBT$tn@Fj5VA+k0w_HAsT5-z^r-)~Or^65vBT==xqZ84+5AcH&_EEWBdz zi{#bJH75N0fF(S}D|i|2pff}db;g2k&_{oY43zgAgF1H-q&j>~H5N(gm;DuW@tD=~ zK6=lAG+}V9524FO*NEOamOgMG1?JRYd<_AE$|K@}*`|@3N)bB`5)4ASHlXU=00y6l z@&;Q`g@N8mhEPq+TP#z)8`9-OjsA0qLMb1B7<*$zcGYZyuYb;UsASFkR-m;mwp{_! z+kXeeYKw8GklJl{fXSde#^fWezgM4%yEeJi;BhAGJT|=ox@|%SgC+ zNg~oskC(IR2FkdDm?i2S(9WVvcm{8>?iljn&f&cj6>dt!^)ryL9eP!;-_?_2G zJM^R=9A*L;{$fO@HZ)9j<(H^XSn@QmL^amNq&K^(Jv=%T6Hf_H%{lCG?}E#tLjruT zbsnz{=i3VncS(p?DFcgyIfYzOt>kyHsjuQq@}AonxnlVvc}0f*Xt|Z&3J*)Q{JwRR zgv8&$g0>kqXaM*H3!t@nbOsdQ!o`A&-;;wEn*LGH?A91eKmdLjm zt7|n!6PCdZ@{bSFVI8>ymgoFICywrkMs0|PCfrX*3L!f$+=DZ%pz8rhh#1!cxCRpm z+G=Isu-ZG!btHKq@^r0i?ASlBcKv({yc*a0bVtdX^R=1lnC@b)Lb&hDz%0`W=*JEIWGCzP347}=EB@YtDNl@K5pZ*dS-J)5B z5|oR7A&6f|LOFnc?g^tMNRM!ehd6_L#glodpApT4i`a)d^^xu7t)DxU^RA2_hCA=Y z(G^>J%5*FMRQa14Mgi8rUm3$gveIm7kOeK74>*WM6yIuLY=@p25a-#|i!38KEI%s@ z6j?Fwj&C^6p;ZS(`F7^QbD{tH8VU$?+wu$qQQX$dOd16_-#Y866=j_*{iIiuSCJrz z!)k!zZ4IG)47g!+!L9L&>IJ5+d&Iun! z1=P1zY5bAJHE|wt$B~5sakqmG!b#9w3P!39-Zx!rc|ikfe)`8hazy0Hh`?GKW83V` zH<91ePuqf+NfQ*HaZShtHbB&v!jG8Kwzrlw*ibtmMQC>FO0ndfb$7`~f*sP>kf(!! zEn6jXO^xrBgf@DeS<$2Iyl){|k^&T@7@z7V?md_&)a$OXlw2t`Cm`bz;IHq!Q$cNi zdEk=GNcsGY54&NarDuZU;`PRuRULS}D-UM(CEu{VVk7Ev@u!ZRw`*hplU0yK{CY~h ztj=MCOfPo_P;FZ3&k-TDHw}`>_k~b2ZKy z0cTx%s$|1g<;nv1OWW<4RL$y*?d#PVJnL||YTE41=^o^fz0F_9wpm{q)%6$Jf7Ef} z-E;a%#0zv7%q0^nscP9g=gbaW1ig}If+-M|K-+IuLqf0Sw^IZXCPX(L#8da+$uX3m zTvsGZK?~AopujB8VL?Masz6H%L`slYfM@P$vni_Zb-uvN@{~i;u;%^JTH-6(#b&#U zl4GhSn*|5^JDM!l9;(^LK3QacIIXa$$G@r=&Lq(1+`2FW1`r19U$v@(eHWfFUv@ZP zWHy$CHU+3rY39;fMSwDL2`8>rOjV?k$k3W~n}8!04pk|65Oh?a${tv@gmnl-Chw^H zwnBW|HuGf--EC!06^pGNz19WEr8rP22(OIzY~2*bgqGR>i9cSOfwMdF1U4b+dlX2l z9t1;-TFgH#`0I}KxIA{A&RGV37#|x_QN75Pv6-ZpB(DB7&SjCOX&Wk3wpmO&!T@p! z21>FjGM47Wec}7$RI?TMV{RZjsJ>||8$2RC)CJ<-W2LHaE8azdZ%4d2Yx%659NKtm z%GruRFUPnh>V4+fQL}~TBa1v+FpH+x)LIVo8+>A^-G9xOD8!HN<@5=(Kvl8wcXORM z+5&fpfb`1BS-Wg5X#Ew=o($bSlcvPlCcpS`dR3Fu{yFjO&NeZdo}JRlhl05I`luwk zp2FIhz-(M)tAhG(;F)Ais3P~F606Du(`hT}z00c@<=QHUnsPhbv}fEtWL-o-!R)SM za$o*V>~k_>5JU(9H47zx-jHS}o!(3+q&kJJ?sdL|rm~SQ8%<9|nb#^-ySr_sJXy7g z3%`*i%BOUHjC%Ir{G*!PI(6n%?J2!cdk%|U89?>$F<3+yZ-&ebztm0{)?3)R(Repx zQ&-l6)J!HrrfwZY#Y|fsv+RR7!7mrCdpwRjjCdg4dxj-LrQoLFu+Il5q0DYvGXBr% zse`h=6)2P<%!img*)bW5QHUu9)Klv@2&6sz&775+B3>k;+=k6I+M?^wL`q-rr$0Ny zgWia-Ot!n{SkBlypbIBK3nuSe@Os~x_%!Jzh`!~1h!A)4Ts0&fHiRY)YW=e!n&Ye` zJD{>0I?blq4lIa=jK%#)&BV$*oob5+x6Pcl0Kl<3XtFzGW1U zuq9k0hg^nisx^-k=QnO#Z);x@vewzYw%hPx~%rUtOO60ka!`(w#qbtO-C>$DN8 z6PdfVV4>0EFF-!t$K2IV`i)*yaoB^i#pVs`3>(pui~o(-yik(E_C^nLe5DEN&m>nE z=k&OFH#kA%w%-b8cvv4WH}}0EVs{P5ub$cJ8sN4}QgOQ{2vhK4#xR|7ifaH|MQPyt z@N9@NyPorhWwy|ql&*phZ3BM(?b?Y*ReXTD$Q zO1gcnO|X=HDKT^U)muf27$XKvu{KbKG6@LPmRlHwNT}yVp-qY+m2{pK(%Fjq4fh5` zwx`wC1I|iDjb#J6Jc;Xf+H#pK zsMNZ;%yp<7BRK^qOk`My$qWSixuROvKfGUydd({EV#=>(=iNc{!j|Mkd`Insy4T%yibLz}QG~JII2a~*26X$vo{1)yETw@v`<^E& z*&TlMYb2BP^WM^I2J~%rP$ptOOTzVV7Grnw*g>8{Yl8i_N+Gr0?t~Sr%eRh`HRf4KV?V9pzW^Y2&ylwK7oR>#ugYvGr=shycX_@+0prVH}T!LmtRk3D<&&j7ByA=*;T{n2XNpJCn= z8oD1ja0?tPMk-1fHH(_*%b)uj5VLsWzBZAcP2Tj?PtC|Glj?2|n5ooSvfIEHi|k1l ze3+IBjmR3o%=L`T8><&Y)_AX1iugFaHXF{5d-M&*37G8sda~I>y@gi9{Vu(Orx)2Q z=mP~d3A*M|BD@V)E33TkM+zG6seW z=~3JQ*&E4qi*}it_+3{3^6)7Sp{{%PoUvT;J1^r*vUwR4L3Q%ch=3#cNn2!4DHt&Xnavfb%4x2bF77o;IHJm|Ho0O0b}Bx)T^`u7A)!@IHK>o9 z<4(7YT!Q>GOSCD)c@}?dSR!bNheNv%B4gHX%sWR%llp72%~7fG2j<({t1M1GbNCoc z+x70ZPRpCjP5>i4(HLcxIqOrf-N^h)aCZZcAu+@&56AvJZUBw2_euL@2f@_I~&rEvH<=5#H z-$_+n+L$;9^5ut&q^r~H%S)!(AO`du_IZ+`?Xtw-_sPPLeUZcbnPjN6(tDj6Q7?aP zmPqq)O;uBC?5P+#IX^eSA76fx|3U4`fBuD9yH4Wp6x4?t&s8{v2o#zxVeZe_BRc1= z!{{0_w}d|go3tDNS|yg%FVy0rNj9QjYY`$kOxqWNZZ_wKY|W;1#8p;wMh5Db{AP1~ z*}ARE#EwHw>F8qI=qYC1#p?Xh`IYr6Uq@&c;f^=r3zyv0c7>Uw{0@X#4?O?bts5Wj z`a+kqet&U_XtQF&+f*>DXcn^$1f5yQ4SRXTYWan(DypUtNq;M)d*v+DB0XeW=;kli zNI9Kf9EBCT#@k*-x>=Z5`6{X|RQ=rRTW;!iQ0nYz_l&aUX2}nJ-0l?!XH*aBHw>2L zuPU+!@B|x_NF00jWJJe&XW~EP$LX9bO`&d;9_mYoE!L{rCZlO_yet{o6yN9cdGnH9 z&D@qmqE^qwe)KKkVESO2$|;Fit%1JlM}f)#LAy@dKRo<1tQAi4^>eQ{?!9~bgojli z)tTOC_$+k|hxs08wJoLN55U}jQ+4R$GS&_#ajnUwe&4NAf^$^^Uz)O#J9VwvOF?Hm zQ*V#K{t?G!6|c3k(%Q-VuzUgKa{yemP}`L1x)?``Yc-x;bMrQ*8I?#&J|B5X-^dfM zwvFYidb)6Nv`si#i$K5`jTQS%E-8iTm93d`Vhgl0MwIFbL@W{{8NS1OE|WHQBsnuF z{%H?&QHyg@Br_*s6HU9{E+X?(%sD2zIcC=9;>dHiEPfN9JEKo5U2X7 z4D6S`R4sj8O>rEm*oi#v>>q76&WILCTfB@=U1 z@P5?J;_x3B@(7kPxM0NAx=AX@W5y2+A80}8KugeB;AihWejF2ayys(CwQ}!?z%6H~ zp5+0$&a59D%f_Fqw5?=CND9rL((L@col%+1tW)t>Q0Bev!r89MY9bZ7IYF3?w)~8} zCdTM&xYe5tn*JO;(YAd=O!88J_|?J<;mowtrW9Okl#mPQ%V9b^P6>uNJx@>l$bkue1>QeQ?l{XtLx*wTtoJwPn#c1c?Nv3?jFd}=F4!@-TOq*=aCH=fVhhzmuQMn z!IUKXS~#scAJfUp4;6YJb{939|E9u+y9c0ZGjX8@*u01+IBL&jZTfZLl!Zs66*%oL zk6@;Znmj47Nzt`e72Umj^U~@qCP!uwz0+nyx=GH*yqUeP-E;2N{L0(S9jeO zh4-0Mvy&Wl2R_NV*cEPej6(VOb9C$|_=5}J4=Af`?%4A>?Do3{Glq*mKg3VD=7oHs zR=T~_V)Y+Y7hF!cM#(Y#!$Rotscz1L$A5r@JlQTG^K)anqrHhEZ`dT}$5 zTn*_%XmqL>_ENgtTTf$^0_gt`bC`bVPhPi#hUjYMDocc-=SN?K3H3_AhPLG~Q`_it zmf>=GD2|q|Md+p4GKA}`hBLWdfXTHLWz5ri+-QzEMVc|^wgi+JkJ%97VT21$XKF4S z`-z$Hv?Xj8M~~@Ui#&FW{;}jO5oJJx`33ty^44%IHRc;*xktM$T_s|3A1jM)><|6i5@xh)Gts(lA6g=sdFtkVyG68vE}&?BN3AND3pRq0aI4zq4f&|sKy z|BA`b8r!UHs2vaTBFruAD=60&*9=lpO};N#lQS|=@$KKNPVqV^kLQ6^Y+`_M8kh^E z>mpBP{CFN%iZsm!U6uamAt=W?ll<RL)JfuO`JHTnt`;yDDCp=*z#8~Hv^PrjEHg`*fh0dv13rBa09Y;l>Ae(UYgY{W| zAE%>Y{!s$-)yj4>Kr3xJK4hb1VX^MN+PxZE9W~K#4}_nesQ)G9#D)9#!WvdwE(6OHbqm zG7^b2Bt{@=j4uzlRZ`FxMwCbYVE@o-bdK_QhDFk)6!<<#9zJtUHR-mI)iG3E0bm8x zSxyG<&ZZFy$l*)Lx3gtbYM0Y4*rY=32+Hs2sfrmJ4jBULlTm9Zf+BviNAR3vs!LB7 zuc0eUiJv%^cacoEM*TeO6Jyn6X5CTJ-pHE#(f*~Tjkmu8y~&F8xVpFGyynBvy`r-o z8Z1+BYccZWfk7v8mf4eYk;0tx-1h`h;H&vU_h%JvzWrOE0C?J$i2ClE)j59ze@R zqqO^LH96oTGAj$A{@?q$ol+u-%W9VKWNZgYD4a=i62~1X;7(ya>g^||DWJQUFblXt zL(qRs6n$hNsZI*tt+6nrEymC>AZzk$H-!1x}rst z5yNy}lUWMutZlkeN5b)8rO)Co7u^=NIQ-^0#&>#Lo>zO8SKByO?d=VMvbb^%EiU>| z-wt{|m7LVHEfwbV-3!JdsH83jY)!IM z`8Z}ckuj+{W`INp20C8hmxQ1+76xv4vDLog_|JCbA9Gm^V4jWQ*19ltRTU$s1ebG> zZb`dzCCJ*1C#=bJ3n!1M#rDn2Y1;!?c0a{%$rfqSC7y0JSz5n197vke93bRValxTD zINU)3$_K!%yWyw7DLO!v;qiG2kPhm8A`53Mp4+kpb5Z*ltauR21{gq#+7`N0O;7}$ zoq69)&g?x=Lf>DL+@jlmaV^8%k+gPxY(!{g3(nGH*XTVK)sZe4gYJn=-MRu3S*w?7 zgV$t}D9koDx6=gbOhlWYqSL(@=W4i5sIhOsHCknPgls)(n0k(5twlP+Wt+Rd z1JueZ8uG|^2_78vQrkDc@zHp3mSi&1N1vtvj*m4QpMBm){n=&jep<qLWU)pfHF21n;7LmtSx8^OCL!d;kR##`EUZ525^g{QjFy}rTLM~<9c@*a#b z4TSzMk9rgooqmwKGfiSBcf7d}n)6w&I&uDdk7Q2d_td_TluABRqmqqph@kwFvl@kz zJpdpWhXOi*{k1+xm%In^aADiAoQSdpVo&^oHy7w;@+Mk~aT~}CrP%#MItgifH)iKi z1*$Fj&dU$UMW>{PKMfoBrf_@n&)Ec_VEGSxLMdvpjGBD*Hfu&Eg|aF~_L(N%+$v%- zBbWEsv!Mwk^y5n_e&J^z#lB=SPCLrF$C9$!XIbUef7FNl>B44CnJzs*U`}iE{awL< z&>ec0uND1VDvd#=Y=q@3vdofv_?n9aBO12_?E0KQJX#LsG+)Ev-41XW)$e+3CFB_E zT>7YN^=tOh18Zr0!B?yLQ&fI)?f!f%qqdCUh3iszT1L_qfjia%X3b%X`h7+jO8#$K ztAk>^*NqTZ6ou?@XLDJlxRRsz`=x>~iMtMf)qBscQ{Mmf@s%x1d*WsF1s4@51fyM& z0kzg@8xaYmo9>HR)o;7AeJuDUws|4aYzsLoDp#cFlB{ej4i9e2d#(0vLC|qS53Z^^ zCRIbm1^V3rGuN&3Xb;+l^)}^sT|133B6dSXiJwkNSAXuUGjK2vyPSC2_7GRPE8ai~!eIj>v%+3{VrGQlR_+X5E^nu`%kgD0lRSW%# zI_k1cj@5xm#+P3NBPaMD*w$|sK~6iZ=VGLPSVCp&Fcbnhf%uiO^qRmqT$)qYSh=RsC9yt4NqeUssCe)8oNr^$g7fqe6G=taf40-bGuPT(E9WH0qk zms8^bx$I5brQs5Jx*lfE4>jv+lPww~#s|&o)$J7Mi_cJ5JtO=;+wr{toeU zD8LMag7lj9%u2T=qbIUG_A*S?K{1b}%pFQQ;WsP8%?E~phaa_7W+_kY0qt1W5}Mix z&Y_GcH~D1)sGC%Bw-~)RPPAwuKx#mhJoBL_HTB_zX zJPTLr1-3|1%ZewWH{F>!>QN+I7#~%=#CaWX?M>d2$ZQuyh&|ewwtG{Nx$LX-%GeNdup$(+@^OYG*3MU z_qeyJAB9FZ67e+w*geK-+w%wDC#aD`BA@w_%!PHMH;Y6cugzSSj3I1Mx~A)86Rm1c zD)UyWXL9J!npm$pKvb1Cv2p6 zWiCvKttvP6=?zUH#!RnT$m2K>Sa*HPXH3AWPS;FMPX-5Rs)jrP*s}Cj#=xHlnkyID zM>G~BUGBKS9-_q@lX?Ng)ax9v0GO%44z=pV5mJ7V6-GoHL!~Vb2D4R{kbD^^&(tct zGxBKctV_rCWj4c?fFSA4XYTs|h$m{^%o3MQlw6ZhCrdB=DtF@PSykMx z1*#f*i9-ScP(fO(eX<(owh@USEKv{kbsYIg4)VV&Hc$^bY?c8<*t=ZO0$LU5b3{XW zoy|Ucm(7|FS3l{%S+*wb#xLcIG(%5-!VLfv%44Ok!3hIXZQ0{kc2Ww5^$7nvROwUY zJKA~x33+orEJSqiPN<7duhZ~@nzN{5sVL{SrlNiNsnDsE>d#lpr{3_{sR-G&|Gn6z zFs!Mh=`Q{hnzZwGjyNbpw*O#gxRyry75tm$o%4VycIPsMU}kshmc9v0v775(2L#?lt2O+Gon+)N>Xny>RsY%U_W+L&!2c!H?L%zi z^60^WHZpbLEb(*Gk-e@qp@VtdyPZu45Q=|>gvU17Gyp9^v(8k!YhDE_FS5Jx{F)aB zIC7Ukz=2HZ;G=U6pjRv~XUk+-lMf8TuKrAxR0sCTYjeu8;u?{&sH)u+=}rCGmL*Wd zK=Gd?7vx{AyyaK{YBffH-fCqnc>NX18{>>qQ5`NS?UG{;Hd88rG$jdKIE#6dijFxo zb(=SAS6hD1UNO}D#&7bB3mAr(WA+8ehd~IfzErIvK%)MS3jkRvjngp?KHxx^>SCKs z>y0sAVsalB41Bc`KtBsm+6suiaB_cJQ1$^DAC2!BaZbwXoyl1S_5Vg7DGN|StzJH3 zq&c5${3haqrip^Ceg6Wffo%!yn0R)bEsntcS9T@E+YqFNNb_ ztU_n1Jo%Ia0?9FzPuu9Oa&zei-G+tQL=RYP*M4A+#q6zHjGbmKd8gjWo#e*`s3cqY zK)AZJL1q zKTJuaP-h;zzI|K-%I7g_ELtTBFj965NT?k#3R;^$z836!=eH?u}4^wH-xzd26jX7bvQAgpo0OK%d2TGVVsS*LE z-S0*3qkEaH*4hrFYI;m}Ct7_sB3wREdOae>DlHD*c18B;1o+%|r|!ldpw!cG(G|K* zsJdm8-+}rgsQXMTmM=MQAwXa`!7W3R(r!Oo-f0S2H18@*KXwXZuu4!$m9qu5fOFm( z@+C2AWX>WCnm`at(V30{1$tGg9K_o9syiuJ(2ugE zct&0vsmwN$iE=!|`{a)TAS{l17pQ*UaI$S8$yC`>5?S(Hw`@&xSB=UG?*m&g?YuiM z5{QOTR%~aZ&7YC88A>30@r?7XKqw*V^3ks2zt{V@p6hz(EayfS!K7zje!z?qmqm#s z0{|KCwN<6qSQp(B%Vs}o!w#66jgJXitY=@cBjT$OFYfi`Rzq~x3_wjb==7t{_qJA> z@rQ9E~82!Xy2XTFGNj-?7G~<5T@*DhgQT-*B!04id5pWb*rVB3_ zvWe0;XRdAgx_BoxXQ}7Yv9ge{BP^28vxThWCk^2SDU(6G@-uRn z;N3dE-IVFJ)G-!uj*(5neclXFFG0X6W7P*7Kww>kfVTgA-hN$d_<(aXN}OFIWqx-q z+X*L(mHet<7Wn^W7)N^0{V9Buvd`@XbP;h@E9naS*$S;>lFf^(hRg@1wyJ?U6=h5p|phFdzN@_8j8fJ%H;!H9zS_C+|Z!b&q zxeveXIW{pBn-*}Uz;zw8lKDFK7=w3Z)|!s~Xuw*Z@7e{5B42wC+a+#jmc;DTI_W^| zVZoQcB6FvHD~sx|ZC&iQ#(hZpSt$9&s7id>YN^`Ux1=k=FcR$d_60fOlR$o?c>GvZ z*z1hZA1u`im#_!Z?&j+|3oR?JnAZBK?BYj#;4)Z;A(rzvmP!>|u#uox&>k$rrwc&ePZ3|oEG#Wxrpn}DxX6+UjmI!F9li5fNNuFJ zfP2uy9g_3+VeTJlML(R?DlpBjNA_H-da=bD%d8hOHYDjvxxrPB@>kQUjZHrad(roa zqoYcJkj^=ETFUBKx{>fw_I*MZ9o=z+`R?SmYvd3t%av}!*tII30lL@{qUNe1OzIYLUMI2jzFZ0tFK1flxSe{!L%ly|4q>d-R zhzvCV{KgW>#fl&Axq? zdSb-Q%2Zne+FRRs)cpAq==L)G>V9&w)CQ(f*mAZ_}V|Z`to3C zJG}7qZn9)>p3S4)t)|S4x-tmaoMQIsi^2=P?nBXXkw+)tdCAI!S^<5iW;*F&RztrR zHIIdUQ0(ZY3(R5dNbM!`6#6#qS zdZD^*#10v~IP5fd9&X{{lCwOU8IWsr9d6!#? zeN{qY8+rEm@(9XrwQFkhFtp<-Ap5URWocA_^zT)Vy*b_5wUik4nEP~hso3#f(*}&y z2ed^8NcEc%7kHa}VFp~vYpA?Uw1mCr*-1Bhd~KEhR8qdfgrx@HG9*LgN8OQIVDl5y zC0JnWVK5?(Wf7sp5Zo-C#WAj7?OYiOX|GDrfO$ry2uF2cq!iCm?W6^eCsEq#OG1Zk z?vJgdX1V8VUWg(pB%1{#mzFK9G5LNV4KO0`k!F;D=6#r6244J?kVNl9PMdtFn(FV4 zmAa)7wF`lT$5IN|;8dEg_|9^`X>6R}^=)M9vq6Fb^(6A%^NZJLC|Dn^Vc`Wkbxa|3aIdw+5i7em(Dc&QKy;wE|*v z6l@YworKjSa2v86>^QT2zmlT8uF72Rg%=@vOffPdp;y$tbb{8@d5lq0q)UNLizhi( zfoy(3qqV@*jOw8k<9+8&d@G4mmS}Uk%i%#CP_Sfz`3FV$i~tJ=0d*wark?8t&Pt)6 z0O7sWs0Aou=Ixa`4B_kU=*_oBoYEI+Yd(kV0#UFS{! za#0@aiuabrXn!gfyW->+W~YsaQoGAv;$K=M?#cheY6J(%f6AOuyyag=s$-Gnq(_2S~_bF;34 z`?O{C8KjgcmAPU$v~JWhNz}vRGglGPWdD1pLDrbEMX7Iw)`Tsyu^W=NR~5w6e*a6E zEC?S`+n|Au&;PIvq`GvKD*o*8_1frRJSCTBRWO2EipFgsEYQ_Yqlt+nnOofx$}|!H zhK`Xyzzn4z9damVbX4~KvrO{q@7~^yzrSu68uM2oGa!7({N?$--!iEMx(VYz5*=77 zHNykAQ+dx9nReU+*6lbW`!7_hUmx>l&H!Q#K*z{hmA(H7}8V*kfPSz;skhJo?Ecn9vfq0@ag( zd<3-}E<-bR_^jVg4S~W_;#p05^MQi&Gi3ZXMzDE!fBobyCA=e#3k)*oLnh0gd-azN zLJ1Zi)~^9mIycb?MtcZUiq~D{uD=~0g;n4<4nyraDM4_z1PUKR>c*h<^JgvgUw#+A z4Y~pvZc{O&zxw#c((w=r+t!@rzF`6F2pXY--TXuClaEvnkoF3M4MvwMJP!74VWsLW zp1=JoPv>8M9vulZbHZBEuO$53n!}gF3x5X*9W&H`0_=Z)=1n6aNvEnz3cyL! zg!CiHr~`DYO5vt@b6@){9UbYfU+~MNbh!P{#b2&V8<0M>bx6GYqy8ZM1&&K7cnI}X zs@wh{&`HMyNt~CG_kJvYMI=JhZj*DGhadu%DG@gq|MPb6;ACpby}J4f`w<>USPSDa z@54ZZ!$KnyaZe1SP0tX)oMo+!yF)gGUYeT)Kqn|CjJ*BsyjrDmAt2<%{dp#TM|gWN zcC9?ETp(ohAJ2$pyj-13kF4^j=1p7iU0nu z{@J+hAQ}v_sgE)L#g_lg5&i29wx@-%{q=AD&UXZsLHwp9ghl=L7Ub7Ag2Nl~uh#k> z_X0ld*$v_gQQOxjj{hfP{P%CmVgBaK-+8IOE<-XiXf|}qAIJG`kM^%G6R*f%^uI3* zg*_bD6!%jS|Nbrh<9qvQT>I@m{)2ye!qUOdajq)~WBj^5fA7IfyQPT!_l1!_$foIW z7#IG!)PHAlgp*Vn|M!Ivo`vg3b`L-B*gqec|NhGVcNG8q2LInt{EsK?|Bm9nKhFPm q6#tV8`oCN8|6_Ij|F{)*g`Na(l%>}Hh&=}XNs7tc%DQ>)$^Qe`ltpC# literal 0 HcmV?d00001 diff --git a/thinkCausal/inst/app/www/md/help.md b/thinkCausal/inst/app/www/md/help.md index 21f8a4e..683d2ed 100644 --- a/thinkCausal/inst/app/www/md/help.md +++ b/thinkCausal/inst/app/www/md/help.md @@ -6,6 +6,9 @@ This is still under development ### Upload data + +After clicking the browse button you can select any file available on your computer. + thinkCausal can load in .csv, .txt, .xlsx (Excel), .spss (SPSS), .sav (SPSS), .dta (STATA) or .sas (SAS) files.
@@ -114,7 +117,9 @@ In block randomized experiments it is important to always adjust for the variabl #### Survey weights -Sometimes our data comes from surveys that are not representative of the population we are inferences about. +Sometimes our data comes from surveys that are not representative of the population we are inferences about. If your dataset contains survey weights, indicate *yes* for the the Include survey weights input under Advanced Options. + +If your dataset does not contrain survey weights leave this input as *no* which is the default option.
@@ -144,7 +149,7 @@ Use the drag-and-drop to include additional variables in the analysis. You may c You can move all the variables in your dataset by clicking "Move all covariates to include box". -**After you have selected variables to include in the analysis click on the "Save variable selection & continue" button. +**After you have selected variables to include in the analysis click on the "Save variable selection & continue" button**.