From 0ea812f9df129098a0f17417c319107c303f7f8b Mon Sep 17 00:00:00 2001 From: AnamolR <44775373+AnamolR@users.noreply.github.com> Date: Fri, 25 Apr 2025 21:45:35 +0100 Subject: [PATCH 1/2] Create Data Visualization in UX file --- .../concepts/data-visualization-in-ux/data-visualization-in-ux.md | 0 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 content/uiux/concepts/data-visualization-in-ux/data-visualization-in-ux.md diff --git a/content/uiux/concepts/data-visualization-in-ux/data-visualization-in-ux.md b/content/uiux/concepts/data-visualization-in-ux/data-visualization-in-ux.md new file mode 100644 index 00000000000..e69de29bb2d From e0e35580247b191cf5a5d2e6061335fea2d9234e Mon Sep 17 00:00:00 2001 From: AnamolR <44775373+AnamolR@users.noreply.github.com> Date: Fri, 25 Apr 2025 21:55:28 +0100 Subject: [PATCH 2/2] [Term Entry] Add Data Visualization in UX --- .../data-visualization-in-ux.md | 76 ++++++++++++++++++ media/data-viz-in-ux-img-1.png | Bin 0 -> 62053 bytes 2 files changed, 76 insertions(+) create mode 100644 media/data-viz-in-ux-img-1.png diff --git a/content/uiux/concepts/data-visualization-in-ux/data-visualization-in-ux.md b/content/uiux/concepts/data-visualization-in-ux/data-visualization-in-ux.md index e69de29bb2d..269cad8902a 100644 --- a/content/uiux/concepts/data-visualization-in-ux/data-visualization-in-ux.md +++ b/content/uiux/concepts/data-visualization-in-ux/data-visualization-in-ux.md @@ -0,0 +1,76 @@ +--- +Title: 'Data Visualization in UX' +Description: 'Data visualization in UX presents complex data visually to support user understanding and action.' +Subjects: + - 'Web Design' +Tags: + - 'UX' + - 'Data Design' + - 'Information Architecture' +CatalogContent: + - 'intro-to-ui-ux' + - 'paths/front-end-engineer-career-path' +--- + +**Data visualization in UX** refers to the design of charts, graphs, dashboards, and visual formats that help users interpret complex data at a glance. Effective data visualizations reduce cognitive load, support decision-making, and enhance the usability of data-rich digital products. + +![Map of USA that shows population density](https://raw.githubusercontent.com/Codecademy/docs/main/media/data-viz-in-ux-img-1.png) + +In user-centered design, visualizations are more than decorative as help define clear insights and interaction. + +## Where UX Meets Data Visualization + +Data visualizations show up in a wide range of digital products, each with different user needs and contexts: + +- _Dashboards for productivity tools_ + Users rely on visual summaries to track progress, spot trends, and make decisions quickly. + +- _Financial or analytics apps_ + Real-time charts and reports help users monitor accounts, campaigns, or KPIs. + +- _Health and wellness trackers_ + Visuals like line charts or goal rings help users monitor activity, mood, or progress toward health goals. + +- _Surveys and reporting tools_ + Aggregated results shown as bar graphs, heatmaps, or infographics make data more actionable. + +- _E-commerce and admin panels_ + Insights like top products, sales patterns, or user segments often need visual display for usability. + +## Principles of UX-Driven Data Visualization + +Designers must go beyond aesthetics and focus on function, clarity, and accessibility: + +- _Match the visualization to the task_ + Choose the right chart for the job. For example, line charts for trends, bar charts for comparison, pie charts for proportions. + +- _Prioritize readability over style_ + Fancy gradients and shadows may look modern but can obscure meaning or hinder interpretation. + +- _Avoid clutter and visual noise_ + Too many data points, labels, or colors can overwhelm users and increase cognitive load. + +- _Use clear labels, legends, and units_ + Every axis, value, and category should be easy to read and understand at a glance. + +- _Account for accessibility_ + Use color-blind–safe palettes, allow zoom or filtering, and support keyboard interaction when necessary. + +- _Support drill-down or customization if needed_ + Let users explore deeper insights if the data is complex or layered. + +> _Note: Data visualization is not just about summarizing — it’s about surfacing the right insight at the right time for the right person._ + +## User Needs Around Visualized Data + +- _Quick scanning and interpretation_ + Users expect to grasp the meaning of a chart or visual in a few seconds, especially in dashboard contexts. + +- _Trust and credibility_ + Visualizations must feel reliable. Poor formatting, misalignment, or visual distortion can create mistrust. + +- _Performance and responsiveness_ + Data visuals must load quickly and adapt to screen sizes without breaking the layout or resolution. + +- _Contextual support_ + Providing explanatory text, data source information, or tooltips helps users interpret correctly. diff --git a/media/data-viz-in-ux-img-1.png b/media/data-viz-in-ux-img-1.png new file mode 100644 index 0000000000000000000000000000000000000000..a290074ede3a11dae01b54f9fa9d17a2602038c0 GIT binary patch literal 62053 zcmbq)^9%g)``%$YN1&YXD9xzYN!H7H0~NdW*9TADWv0U*XV2>~$@|1+v? zZUX>xLtn>OZU68Thr`wW!G(7J5sj=hC>Y$?JEU@cy|uHyzPaP-@k~l%NlC@f7fuZe zPklGO)!5t_l~orSUzj)Wn}`2u`umZWDTTg)FA~bSDrOD~i|afCUVQvCGCBEsY3c7H zub9}v4}nox&ttQK-~UXh{Zvu)Aw0D_tMjLsrGsxqg92QVll#`yH%>h?*CR4JBdgpd zx+E$($-k&m`e}uuf1*iNPhi!Tj?PbJ>22N#?}~<3tbCIm2PF*+|IiJ3bLV9}emNuG zf0_imdh8J#(mwkzG`(o(Z(><@c||>!OPY6T_5G(g?!iex_1{zKKKbQ*(7tUQP}=Vf zr+dZ}_Vs^GO36}iOEd_4ZQ~y8=l}Eu#?aV3wgda=?u!bvYtlWRcuZK~gNNR1Y;3n4 zzv$@bu(h?l=@yTcQpaF0v$M0(g*{dPY|U%kR5teiwbuCr&klfd&)+e0Hkq`2Hw z)!jcBqDh(};pac_s;li|w>bZ2hKv1&W4Vj=|4?sNS@8Z~LoXq%-g24WgJAg(W6yU| z$agRH`}XOW=(1OmwHfJ(eE;>1$DW*zR?Zm8Y|j6MX`H8Kkw1o7zci&j^7jqZ7?162 z819~6UAJoae)xCos#j(G>eZiP0k7rts%H;hinI~#A6)|Fm1$&8Jw`)!v zEjiY9%BWunZa0b*CB+K)5@D~44AB~ITkW8@o*bUWPkOgyeT`Q zcKYZ4ILhNopXYzn-#b-G?ppIFOklG zyc6U@w1zP)C!JP_^C_LI7*H z`hcH*7@&GZPSEOu0-`Ar>-h0jZ%&8@!~@!Jv;h7P^WX5o|5{#_n@VMT_!f>2GyvOF z9Xs`Dojcy3b3KE1B+3$Q7+Y zkGSavdo>>ha)tmJ0q0LpY2(cTQVf1v5A+#NJFW4?&;r=a)tC8gy7;zzbg>>%2WxC_>yhGTtuu07zDY*2aDv`w$0Pbk0%DwOe_yf zD`qQxwfYq#STiJPeh6m#bNcO7tPHqNyAN`S;M$1icE{z`DaZxs3{>mV2vHNK*r=2m~N4 zB!Fkh!6|=}h z1`#k*OwtVe@z7vM>P(XF<#2kIKj%$D&M*0^eX8Fw$!7>a2s%B>l8;4V53dN=FNz=o z2tCUR&1ogGz3brPg1aaM&Eg-84xOmUZw%!7oWAT(+x&9V*sl=5H6vsaeLYSKKXA() zgU!Y()m=q6>NyoF2-hKeJvGSpwg2+kzjLRp4rb848Y}zjI63$&o=I+u?a;5fQ_!Qn z=%#+V&^m2eE5$p(h#PbB*L9xsYmcq?3mi;amc`EYRqK@FzIQVh;LgNhzJhjH=TKp? zn}GmKkTM_9F~EKNTHl@7UOHVodF>-^GkI!8U~5s7nR5%=u<0K9e6h`qQJm(J7AQ-b z`n>`HTVm>g+PWr4w%8`-Ot~jh`rLLwV2D%g<51*!WI#@iX9h()0j$RUK-T+)A4qGt znM(xb@)^M_QCyO_81#l1c-*~zezxq!378rZsvykd!Q}QuXL()cZ;;FS0u0p!it!o$ zCq@Qfjx(SyEmmCD4He`pey3U1k!5ZoqXr_51%$cxnDH2YzqI~RsZ;R33D#`4X+R% zZvbzgpRo&Z#h{cV`mcf`$78*`mR@ZnHZft3USxl(b>=YXzn!vw%I8zr{u;dUwDi&~JMTUH2Z!Yic+@x^BcT5iE!XvIxXQk1O0VL-~*aWQ^CY z&Qd^qx-uQsvo!jfNVxseYNu;Z%o|b;ZKB*4dia&USz;#u^y*|_`7*e@#~NzVp|=zQ zm>Xk*21J4?cQ=ukg0~}YvtBnhSMZC5$y7~XsK8O@%=Bs_h3Y-#1B>URT%;6)*CVB% z+Zop!h3XylxF`;ag%87s8u&Q%pG{AQUwWH2OGNN%Mb3vXl$%PcnwHC5z()=%+c*~s z&<;}Kube=aq(q5n$C%M8Bu3Ird~yDMo6fUz(v#y$zYEJ?ytzwYMVP+?i9}vUQrhI8 z=-{_AFHY)fw+$iO7Eh%^;axu(`)Qkp35k6d8XDmy^Fxf1@%y*G8v!VcaVIn0+c82{ zh~eui)EGM;)GBcw3`gSpLVRi|u?|XWtsF5^r~Xc6x^FFy?*O6V{UbVh6s~oD1T^A_!FV;B60R8U<(y>Z^G~091;UAZ~_|`%-FQmYknj}An0WTTqc<}v4IY2ixsI@c2YYSF} zzyuzMx1hoMglVwt8E5fjT?rrY-5>_#sEDcbr=0jspbl)^iuF{C}K` z&O;g2G zRc&fqpu&J6E8C*@*w_wn(f*FTlk=aL7wdmGE$)0eXPqQVlxaj@LTSe!2N&M_YtC6I zW3nU=)^c^jnM4tqL%ii&tV3Wk8%*KyO9+7HUq=NH`#Rq=X?z_BR8)XNdB-28^+MU1 z0~B1cU*RClmi-e+9Y)(wg&G*)252hk0IheB`0BpseM0yP*zAAKteO&aT-k&L<1bOLLH#2vRHfmVTn0lpx}=b#hyRrF}RMr-qxNub(!+5mU!1D zRh4`W>_B}WDT4fX*(djqERan^w$#qCx2zo*`dQ^t4fA`-!e7b8lGq8Q%OuqrrsNdo zI93gaN>Pt9gkqS>O93n`(cEEMyQ2NR_>^e*YOcdNK9C{QzbC~S#Zz!dtrn!)tud4C zluCQ=;2Hl5nBPyvUi~oWVeWgr;IqN{xdkTyu=gj|8nNTx^dOc5eQodcE#I-EcVq3O z3LiTw0GI2e^K3i|k?~QxQkU}f;{~;{W1)s;fcis^=oOm}mkm(mspc z;bB~r2lepqE}zm>(sXrA=eHUx%o06oxe^c;_NLe)vI!Bem%Ysiqn}x26QAZdn zTokC`&jgg#1biys+!S|xf%|9Hq1EUBpWD$S^2s4@8V9GZ(Wx{wmsUVmvX%nQG6+pS-- z^dtj3pWL{g$*f|Wp88brnx%I)*8JmLwlHSNPrjyZ=9O~)Z>jxVj^}r7-hDNFfQ%Y; zBb>7d`;WgP=HcN5J|zW`E&t(UcoV|tKLRVqzxhG4L@Ix^6%rQN81uh}HGU-^E(eWt zy+irj8h(;Ies6Q>Q<%qm~> zX+pMuZI1a;yH2XZ!PtI#C<&0_>JNfc^$fEBGYY*&uXX&fAHJfpef4|b5AvQ(2%d5$ z#5>cE%asrp_xQES69b#qf32fz?!`8Vn^m#hl)pirb8RHeYl%%iWLB?3)G#NKXlZ6z zY9t7tJFSt}Ta-LDTL=*&I)kWpawSPLhrzl`cLWyA05+)xf!^agXMKb}2Ddp~5%e61 z6;*INM_vw z*9>scotZ<-fr)(_aNb+3PxH7P8;GmhHSIzBwQ^rV^Z_eAI69CU7y|Cud9S{k2BdYh z5`yW>?Nh)dMP2@?A<~xwUD`wO(K$sN= zFd+rp&3FFqY)#-9M+wydaIci_mf=tnM&b`|BB8VJRV4PfuIq`y@)rdu@K_vjpTfbxR8+X%o%1nX84!1(bKRuk}> z@wpik-ra<@bQO0uI6$oN_0|*qG}>|-g7<{r*C_?q(>`TcdPoKTJp|ODZV>!uiwR)O z1nK+6p(u|08oa*Bhq%+D&#_L0WA}tD9b`H+nKF9B@FrvW+K?EaW^#zx#AktR3{sC` zzrIu5yh~gC-!{1Tc+i;$KTf=YAd$Mc^I8`ou~P zaD6DYQ`>;B$d`vt+aW+DP!4);Oe0`=H4<&9ITmL!^(*|6(tG6VQs6!rb~u?YESMNv z>9qX|VOd8j2AHHQMo7P3pZiQs4T{H_92_q3^`IssR*{6FS{GY7A{!7_uVTrQyzPe0 z-IvWsI*E?9YfgGCYxmXwhLzcOAPfoq5R$s*lLbUjXPfXOI)3yhtI62&A;G4#qs`Tm zq#e_^I6BMyDL}(p8n`s%SK%205SmC6MXVkB6U6$I19C-mC45Y;s+XL?DGog+f!81` zByfifunGz^@eIxhVB}Y6cSysipOoGC!IL?^yNk@l`OJ3tdfR1bwZ!@`0>mvX7dDFu2A!CtGsqfLB3xi-HfS%O1O%2bIbXB=1vBO^Wq~fq$ zx?lg$_L}-tm-kigMVsEgKQ$zm1@}D%aS+Z#cRg$<{9sYP!TL?S zep*`UVfa{2;WTgM-C!ipDrqZD*62Qes1-K-spIpbx;`lA+gTqTak_a2R_i>-;`{8x+H{=H)-mi-7Pk;Xl8lXt{_q@kol!E|x zhG{cemLu`GkgIH_R>*0VnlJIbY?FYuT~4 zw}U{g`0605yFJ63JvnljxtrQIY>$l037ZXcxc3?+=mpBm42eCggGf!8_LFZn80(cv zw9Me$k(hy?O?w$;Ijj7~R^;C(S_05=aT0TR_^h3OfAc`?Ew#^sUpLTy?i=YFy!+fX z%{KE=5Ntg)0b3eu&{rvNq(%xp(Sv4>MG|mkE&v9I$OT1tL31>)jm6Rd`H@D7&)|1# zNC+{wMGR!0BPT)k%ZHRelZafe+>S6e4$PUn3u7BVqV#^@(UQ4169x!F17XYJck{_d z0QTkXd5#af72yXi5?>UI9`=6gjoocjSetRi(g=XL1WA0jKSY2>O0X|KpU-Bb;bZKL zx5%XfDm{NZ?nKq_-|R0;2JwI6d3|h7NDPLS5VoAaze^hiTgh4ACn@udYAQT3^_~=V zfwvZu+Y~fig`PbD|3+=UpUyUMD-G*DZB3hbdO*sur{T$QhX~}7f?IHXQYsT2KIMQ7 zbnsaQ5*~;D@(i)&QUVMEU`OQAIm2KEVas&~k8*ffAqq2l1o7Ay;DUxVYwgGY76m)j zx2vjo(Xa~c$c1XbK8Q7{? zpy!%itU_|(5v4pNMk!hq11KTMua6L0_`GEWpr7Ff>VibD!ndh}=VJq)b+Tu}=m5+E z(^VfwJWYiE6yEhQnQf$3yQ;>`2!b^?#s?pRL-PpC#I`0Sy zZ$afB)KuMk?EpwawYPO3;DC6L#YYO@P=tOcl+JBW$AxVJXhN)z2RU)B36LkmiWcK{ zkQ_qmu_F=g6p1hB0mwpOnL#q2F#cwz4_Ii>abY&eu$JPyRWE-am03UEkX?=qvJesW`f*q}psA}TpFXAACmEzC> zE4rZ2j)oeu$(jpbWy3#YAh(0m9EBx6-UDwqfhfW*IvoMrDbqvnB&`(VA@rBoQwaz! z;p%7<$dw~pVMluv-a-Id1~i!#0M|%h1Z-efgx?H4Z~@Z!1G0nwXlDZ1Vd`3`2r&1m z?ZZ!9w&z{w>rzP??0jr;#0tvAMZ|A2H6MN>E@SIK_|UxbOFZp(!Adl0I*DRbzxB11 zs!Y=Y`zhyZ&Q(;z@DUSUMerz*@^&lPe-~iH@p9RC9j^z}>|=PH)P{*^qyWH>fxO?8 zc$5bdAq9r}f>iMkr31u;p7Fnohiq?vVI(Y`&5c(*LhyT=9713%c)D1*Qt}W0Ff{`I z3soAts(>h%ng`z>I|*pAD-r1bQezQyR|1$8{McHL!h@l$y5>mu#uPpsri8e!hfzYb z_$*lrpq}FO5=+gcve@dGkO7!6*0qr~=u#U$-~si+J9y+w zo2d^$Ja)FaGkJ|>^1TW`*Mr>13{s3oiCmP2DJ=rVFl=Xex%n2MxOiM342u|K`yrZD zm)PGt^)%t!2#*WW+owJL(82$@rNF{!eSIrJ8`kd^VL@22=O>>W|K)xcGsFnn{X7pm zDXSF}_!8EV{8Kk6=2H5=b4AR`{EKhfvY1`|fA9SCX1$&vKpUU$*Xciv_9JKCdwc{A z-(5;4CIAivMF`tuYio^=1XrcpUr7iMxztoiv*~(xwE22z>@Gj3CIVu?y9Q_^SL4fv z7I!tm%KUUm2kN}_G=M(;>*l^|w?A!c&(cY(B|1PDe%!Y^K!7bLd&A<=`S^mH*BWsO zJran;upQ3#dtUXxwTP`JP9R{FnV{Wv5%4%vg0~-+F1WN0hJ8@ka#7o*`OGlh`8;<1 zj$tR-I;*srxU@IsBl=BR*tsEI*&>!tJ4IQjoYYkCdw&q_ad(m1!w0&!6`7g%O`;H< z8^4g7tD81h#0<%u)nUQ52zk8CsgB!rhVy3g0x!^f`M0aDf)p_b&(hs%-yX7g^Ntji zgSm5}%;tFKqh;8nU7vfD%Z$opo9K@M7akX|H4tNnMZ!A^@Xd z&IF^|^$|^Wyy2Ya^|9(!BIG+ZI<_JR3G6edrHgdRcF&^SLjfIn3TEe4A}-WSSoN1p zV7tMZTi*W3ujW>79U<)f+#%f~>r*y3Kml^vH`Nv1s-<0cqpW1rza<79e=4h0TZ^Pr z{5_!cg`4YzA{0jmn3V@q8&l~L_JlP68U-5NapX`s3yAo1A@MD%z zg&Yj4;fQVj`V4(z0X>i#^wgf56HzF1`-oI4>B0I9Ma_`6T*I`S&$p> zFWvQBrW3_~qDhlHr$>Kt`06|*2pi;}Xs%vyy$l|BVo5oN?zXY*p?Qdht4qE#`m7lc zv=e}>0iPFDAkipnUMY5Y{lb$SyIYb65ZxVaAYwL0SjZQ zqn%Hd;pl5d?dps{Hx~zJUJ}or3&N4t?=vU{Ok1{G_y%yI#QQu~2(m05tm)Cu{h@U= zb-;_Ck`j#~mi2hmL6HOHI(!{xl?VbiXrc)b7}10>d-bbsCR0RDc5|4_3PtDX%NhWN=Lr^~{PyNK&tsug5FD``vZ)}e}Wp=Z0Fp(*b8Y8q1o>tpfRoUrC2 z?hqFw?xf5vi!FU-K;3T@f#G}J!{@YezU;TNcT9_Qbr!VOn!9zG4}!BIG}glQ zz?O_{^_PXWAZ`X>UPmZz?FPJq)l&LM9%EJ7?HQ2A75n2eRx{a5Um*OL^}!YwqW)Wt zfIJ2QYj$Us;FE+i-Bd2pDCI<2f~$|af_rIU7sst7N8Q|XI&9CJjXV18J*7>l`!6=3 z>*Np*fOW0<&lJEFi`@&2Z1Q)*`hdC09C7sR@?R}P?;C8b5Vg08F@Y~vp%Mv+OIqX4 z+k_z__;}5hcl^i*%a{D?uw%0~VCpd%@YVKT{(4y({3^iqrtZbAL(;^ubY_p;I=&LG znXn_KJ{o9R&fSM?*~ZVRAX=X#pUtpqUjy<>^f|#n8*1xTcGJOn%LK=f=M%zCf%($W zmc8xnnskS{>8Uu)sJF8SEHjsRmrNK%;xj*yS=>co`swFX2OjW40&1PCM^)z#LireL z;1Kef+PqB3_QTc86;dEiK;G!_1%I9_T6b``nVp2>NbC*qbD@PVED+8dv!(>qM%T`N2VK+i8d{8}S0j z{=i!s#P!Gt{Z7)OLP<7)S}lK!Mkw4ZceU_f{RD?&(;o5l9gBB-qxE%pw{JvF%=lxI z-w+i@%UZXD?j0oAJy8$EW#Aa7EPDE{VFF|*THcmET$Rk01#`QcTE)h&J?4WtB<`a^ zj1yk!zW6f5PouBb`E>p2qK)kr&-=bikDl~C?YP|qJNoU_EMyz7`;!8ZWG;)JzaF(z z{j*=p-$<0+A_O1bf)BtqYlEoxQq7GSR2$YvvsQ8i^$a}D1i@+Abz=_F&quI52@Bx) z!z7~lMisgKu+=>XYy!TwW-IsV`)DeGI}1qC4Gf@zQvn zc#C@$0!zCZ`xQl5qL5+!Dz+=e;l1BUZtt+q zwelHqXs47S!=pD(SNRytJ;XJ`pHyhPdCumzMLrKLPx%zsV8#_1T{CpKK`Ywolq&gS z{^TX{jYp!gSin{B6p0ZV?WGn+su*6zG5~Hj^i&Peidz3~yOQiK+8f`+e9|S~eaW{% zKZzY0{bwX>Qb_xLOuB-ShQ={NQeo^H-Tmd9zjxNg2bomN!9C`aiw9T!`kFoMbnqT` zs&QooeEq*$bg2wIKK`!8Z`DcwwLaevgsHiA)!2s3EhA{%9)#@kg>@qI5)nXb2oKI;-?&irhZzaA0a@Az+4e#uw~J| z`8qymY#}EEru6%gT`-|76Zu0I5c-P=v_+=+fTJ3l;eU3B#5AKkA}6vac2Z}M7%?yB zH8T#;&HL|Oth<+Sh5aQ+X!0^Ied|TW(6auIJst??7yT?9&5I-fY7xp*_QnwfD~h)d zqO5_YN~QpOHU`|6CHO;C_ajc+)tW}7%_V=@bAlBH@59yxO`UEw8AMui*sFIDi(G&?%H)oCuA}eXyRyVbG50O0>EuOA5}Vb(Uy(k? zXS{0=##8uD7&SG1J3?fL5NILAer=c?1uT`^=enjHMnkrgx%FJa(D!RzQqhEyK693C z@XT6Z0M~+w?8=exLi6fhvWa9)Om#(8(Aco$*fk`a<}^QI_hyiM@kOF*c_def?KLK8 zMKKegk4A7=@D1Unh`>DI&soG2CaaIMj%vjr812wUPHaKS`(3gD?KvbXAUou}4Y*hs7El-uYpGLhn60GMC{KJyer}2o7D=y`=9n+QxyGW&^S~+PFqvEG zUmAya*Ca)c_^05dRZ@330tI`Zb7o5|f`T0pLjTmUJVbCT&Sz*|Pb&#MO{n}{@Yf!5 zdr0ZT0||K|p!JUWDIEAy>6|yj;d@p)EO@8_H}F3O=05Wg$J2+pwc6QAjLZEM!@S4R zidOFj|(!+{3jE*xnw&$UCA$jJQH7}00jbqJ*|%h7Z$}XS%rIcSB@-{ShDMZ z;h!Q5^C+0eiK9msD5OG*90Xg_C$|ob(*c%IMQ}_supx_Buu3}P0@HdD-}UzDMf#g3 z4>LJ>Q|BHinWLT;(sjHftD!(M2?EuU@6+PHpJ=Tsr2Nf}p#$d5(^mZw$@ zmi-Kh(DQDRsI`IM#A~2+$#0J^y7{5JZSN^Htof67>V3b3W$&go?VT6Q;M#;#{Z=47Vx zr!tEJHNxa+vB$kt%7ABTFfqe@YW?8lQX-2e7_^W0F?0EGa)IeP_mIH3;$fHqcXcr; zE89(mc-Z(;xJ#iBqUSP(FKVQW4yNLpwd$`qb@F`%_N-ms`5}hN*N|8SZ;PdeBD4P% z<%PB5oO9HWhR-yksKW&T@p&4K71-~_ZYMbTy3L(b4ZYQ$K@HRXBm&)^0)NfBEIKQ) zlcmsnE4D#B@B^?Ktf^9zlyv9{Te)BHA$E+rWOt+V_4`P@y^sdyEmIxC0Af(j(;})` z5c%k$=L1euC`;HQSHE(ukhIM`XLVpv#4z*1vNQjCSzSN`DiO;M zax76dJ^qn6e zXme^q1swz+_P9ks*2OK0fE_20p1?@smA>(a);o{eVjlP1!;%ik#l3PkFhx)J>NzDq z`SX7gTanvz@Zf=Wh%4nsD&)y45WgvoFPj2#K2dyCvX661ZtvOA^bFcwzool2k{iz} zWNdP#GO6@D+8IVfjSNa4NPpFKL|9yQyg$5kDlN`QCXFslhpyft;&Y4*5D0V-8}pc9 z{G-J28sR%_AU2Y!Bob>TU9^KNBaC_CM}{GXNY6CGp0EI7t1(ihcM(3h;d1PwhI2ux z-J-)^FC|q+8miD_O=QG)C=XKfuz^9%(~{Jr2PJNl@{Yq!(<(Jt;CT>0XpGog0f}rY zg|xnG8>lP&3tmrJQeJ?>rWcTwvFqK7fypof+8UTdK3$1?@uKV z$?3NN{>tKs#F`Q%vnC9^DW;Wu%6@QZ+|bq(0b5+>e91Suq)Km4P#SZ>N#;0`+xE2? z$$BvLla*4-WJ;pru6~Xmj@*F!j1FuIfhU|p`#IBUn7~&kpvhlOAwbFhd6pT7K!8c~ z{;edb7c)2sk^GDPyf@z_>)u}Mibyau5N!o7NlZ$&FU!W#fhVeKRS0pVL|3wvqNLF% zy9u6N8({t`4h6msZ)$mR@QjB=FHIko=3i{8UbaxL^7^J1aH2S%whqx>5eh9kkuZfw zgYShAVq3T;H|RPD-62*=jo*)n=i(kpvPrk_MZd4nm*&s9dp}M>?Hq@GH&s2^v~aPs zSMjXi0PHZvZbZFiR}b{m0fHOlrAn)@aQLf^X})%n61qT&Xp2AM zP&FOc*?YpbDEjZz-@>4#EJHacDZxDw8@O22(H2(l?~(I|cvS-mdZii?^Eth1Uk=DI z_q7o6Bpc9{1awmqOb2CO0SXXC<`*B!^uY3wG`Bm~O6z8(NAcf@ROJG_(NA`@4VOAwRxi>!nWZKh`TT0?F1@A}PZh z53I||NHeQ?hkhrV5d?+jv*HOUD%a2j!KjVG?=DnOT4>{IVz9vvZw->#h&<7#hgtG4 zJW#Il%`&b~B&NuLO7-#ZxdQ@L+Btl7r{qKtMo<=ARra`}M6T%#P;P}5oCr~y7ipak zc&OL$2#(zz%Y5D=0Udd|`!v?Rq2*w=2G1>V+C{Wq79P!o9p3&#OR9W1RWDI{OooAo z5Ku-T3O!YoBEQE{S1Ar?tV2SALJ#c-F>}-lI1TF&uxO$- zYn{g(DurE;w4ryKKB-e-dbvyJd)>UK;ASGOE$+7401tmy@+#0+3x#HBL(qn8lNv>1!crJ{9)!sh_QS)jxb}$r~NdF_$Qj z7Xq3rmU++FI%055shjr@Sg}QqBM#U?zfA-5=!qie<$HF-;AqvE+Gc2F-?rCctkoE8 zehmz>b@-J`uyhng)ZkXL&V2X`PC*1&e5ej&+i{X0((NOHd-V{xZYW#%CAZ^2-|8hz z)sJF0b<s;OqafhdXrP};8#8@^!bn5-J+k2-tnZo&lQcb? z#$QU;YfS%LicHk)R?7l0{YNB!u=0f!iAfCGCPlzGi&N)Bla@WR$1uNVxYW2h|QV<>VXIWHH z3{|>uEYDen6o%{`fuX>%&aT*L4M4#DvP+9-t^|QKJ(nZ7PtXfMc(Xl|MVYdwAbiAi@;#6&$unUMrD zcRS;^A}G?>;nsGjDm%3tk~sgm^6+o!pI_%MkRaYnkMZzPhaDzpN&OiXxR+moc}amx z{|)8L2j}-NOM(ucd&Hem)1sRi8b1Y2t55Q^InF2UEU%PZs}cPyae>cMh)O$hwnP*T zRHeVXnJKCFrdQqrT&w`0#N0tx;`cF12l|!3+mx;p_ciTqR#aL4pL4r1Uvk0+t|Elq zp$X7A2Yq}462sy05P@NAS^Tau6vzF`*iA@V#fjearQ_G0d&l>|$S@9B$$M52wGzvk zeX&1o6S|$i4o<-38CzEADC7@E)sL%52AA^1JP1Jzk>(s}w;=G$3?8=oElb4s{nad0 zF<<>0Gn%mX`WPj6y*h}36`Hwoie#Jk7L%_$^I8gB@D{7@jnQvEmxS~3EQqyCwPK8M z9*q(0#eIJdAGeo4xk{N0dEsFN>&%*MV`1U(x7@>T#EO2NXU)Z?N`ICDMKo8*l?adM z!tZ|wtiJ@VyuCX3oLzpgF7BCwYIHnf&w|ddh@oodODk4WmQ+{WUJLEoI#%YFh?~FP zyf=HqTzkIR)D&_^_V3x^k-AuxRFQ7N++pk4b2*s82<;kFn zXJ7C1<0`b*0-J~uO;XC|r!#JL_K?F|DBD8|a7F5I?zkjI5icLdNxXdY-XPXk`RfJl zm|5?9#)O$%48@9_L9doh9<7~XP>I6lJS5nY&B+fJ5#Qx}frx)*vDub0fwj1*k#K=r z^c@hsWp4^m{R~8g5Q?!svH1NKiNPp618AbCw5iV_X%%mD<-(st7RF5r@xC%1Np+^< z?2_3>#F%^xdC>+JeSggTrfY)(Gq>?V;X^Y+d`aAc&xWG){4;=y7K>Y(c6~gePfz5& zvCempQ(xqI>q+>+Yg_6#1NQF@4~zNats2|5UZ{8A-X=0OUM{fy(BS`TdX|jSF8H_i z4DPGqAv?EC3_)!bFt)V8P<>nc=15tcxHC_Kg1-_srxf3h>x)OjAMB#{ zZ|GK|-Ol+p_Huc#f}fYtP3ZoS!a68m5fVz>DR>r4>wKU-I&(2z@~$@MdR@lg2;b*< zLd?MHFCv)m4OcGV?wwrNc^22rG4`a?xz(28A7Hi6CuYw>&Va#_|ji!u$ zg`JJ|zR3RwjqVbgfqQ!n#KsC=ZOVgCJp=J<@9lg-Hcw@Ml^1OBLRPqSn88 zzB-ij`bRMM@#Y?27dng+SCb7J56}DDz?LFaDB;$XxwHn~1Eg5jMT zGR1KwPac|HLG!i z<#}ZvZ}sqAJTAt``AwA4y|A)h4RmQ&1*3?fQEb>aY54WJX?~& zOn(uB{=L5baumq~sXaMG7jdiQ4x*1PjL45m~o2 zdKCVUY(Y_Xl2WiR`tYsc{9VPZuf<-H$Xq!JBHu~hxZ0285z5;8wOavr}GzU`mk2_TUDW$W1;W*)@7h4)R zxqVQDxSPswThqis&U^%qy=JkPsxNF0n7U3rySF`wH4kWOQ1?wqR`?p0GqzS!E)=5l zd_jTI?-dADS%%otgV!@HA8kKZ#)M;nFKtCE)&x+p@A^Y?b`g0g9z6&!&i zW%V8hy22lnS>fKMOHC|g6*(0Q`gWaT%N=@k7V1By<$yD2P+}w{p2I7!GogI1|7~5@QBl%aCo`e6G#2giWTq z8%_|~KleR?nRWU0lU{xSh_p*4W)iURaenK)gHr0hCC6#>RkxH;hCN&XnoSHYND@IjNnp- z$PySnS_Ar7;0t2=uaxXGlsWLgJstzFk(ir z;NqB52?U=9d!LeG7VcdhKHd%u0;Vx`w26tFWxF|dso-1g5-jEk%~iM#%5Z%3#5h}5hh6j^K-k~Dh@%*YYL`NPkA#f>G6;9qK;<%m z#Y5Vw5EDqaFSAu%?qx~XoJ4y?`&{A?>C>QclGvN#O*)}(mkP%PcCW5FaaNw4xZ?{e z{hc}Hw7mm_w3T^SG^HWZ1jbG+SkR1C=7Ioo{n!DKo|={R`|oP@L;Ekk&{dA(rPn#u ze=&J=|0*f}>m1TOYUuvj%JGqKkuzyzPzqt}gZy3Mlt(|t2tJDp{a_;6KJOFs5f>6kT-&+zh2+^ zo6+@+qUbLL6j#i_@0#J1MZ;Hi=!!ZDUFFAWO9!MYC>8PmVwJJG(2u{a2;bOds>FRf zbVlet#AFnI_|n(hM!k1~k9XeZUv_zLL5h$M|YxrWF#6kf|JPqx(|1 zBeZ0%uG<|(Ld`~*bLNbC5rw9(t%5M#5b3dM1xdB?1_jm=m9?v3g}|$TD4(x3O7qm6 zaD9owwrw!HV)dl7kJo@TE-ic(!92?y->3oYP&1l7Xq1@8i;UN^3OsPq__K5t*253i zIC-e(@V}=LKz~RylvDd0hAhdh#`yG*0>%bfEa$;S1s?K?K{hWltF7|>B)rppkBiWY zhK5_@mx@+?rD2U)K3~c2dp0e<&M$K8Tvb;iA{mn;uX-$x-za?XLz^q3W9ZFQqw8YV zr!~%k?$dMqt4^-8o4YGSt3Yc2QSUszON9yGHlnQ@!`Zw?p_@nufCOf3mmTRJA(e68 zB{a-ZBEQFX@fBEg1XWy_>TMG4N`|^&Fw_ZBdbjlw=>?e z0HLg>vl{Dr7P?^bfC4anvnj|Sf2%#xpa`@4)>zaq{;{DA(q@E-cl1-wOEYWO{W zuUbZg;r6A{X9~I0T%9-rFNEaj3IRM2Lmt01GUX&H$vQheA#3U_9D(-~K60 zfdh__G*}&K(^$hYX0sfXR4O%+dpn8VaU{T?0QaLLElh{Od-9S|K?cyyE|h!dfEB2s`yrX{ z%SAI`!;sb>4W4UZRAv%cQO1p0FQ7LIDK?v|72On37+oS2a;yF5*8Ej?Ni158?-9EG zr)<)u^5Cur5k0`Fs_XnI-SYN7DFC^5p2SGrcj~g#dV`>jc!V#GA^?_N@Z)bpcZ;7t zeR{Fcxn(L4ZVu2iHA-amx4Q;ENU6O2WLhtAsMeV3s*+#ui-PQ6$*6@&|DEyL_c}zC z0cP`ClkK`uU7=l%TygQCN*&y5535jS@j0M?8aD%Y<^YCJ=vCkDb3M+Rfrp^i7Ap8Jz;PlOdEG|L5du&V6ST`pu&0pkbi{0+t$XRB z$~bM}<#Pk93MI`oLi0+-{(EvMf6eXar3dPk$ku+TTKO|j+ zLsZ?J7$Oz9tgpdu6lVT#Xce8{JH*qmb0j?efOtZ z>-s(VF;0@EkT7&S;vr=vf~NwL{Au+X?AMzC{jjjod}r|S+Hv!LIRWBnM9@}0b!c7+JDcz?u|z-uBwYfiu!K-32d63{p`Sf zB|)n~fe=)H)(*bfk+K4neaT6`yuv#X0q4s>kLLd=>LW1V_O`i`H7O! zC{kTd9$7s+&+u#pf0{zhEPS3NizGUM+J0M<(dRcKNu8109z?+N*-45dr z9C_gm9T0C~Ke^^!eqo$4Ui7l@&93pNH|NUg>cQ@ni=Eh?9Hzf7{WaU~f7*Shhk#os zjryN059^~riWuleRw3`2=;!U+t6YC|gkw|r=QUuLJhG)qq4(b!uwtr=Tvoq21?ZvY z><{3s!pAd*{M&SqVZANvPPa5~rCet*PB4oBs1?y|8Zy4k-<#D!sncJ`K>rMUB0Msc ztg$nUuWRQ%1l`~Z+|6?ZKvQjShcj9Bfj{B0l06$+oNe~-tS)rBq0^$(YqvMIThpN6 z!+wnwoTF^)wJZ(m3csc7oIH%1)|}};x2Qc& zFyR^dmRb6S8-#25N|zgPa9MB`!sHFnzISMG3U}Oxa9f0AT!ZOU^kyR6eA#z@Mb52x zPM`woO=xR6?J#s~uMfI4o_Qi*OZ?-u!dfEV@r>&)3uq(|+JWqwc4A8qT8%7oc_8a$ z*+9}MhsqKtDD~k(8dU7B#C%N6#TQQ(D^PWMql=XHKJRknJNXUjR+X|nF<~TtC|f3i zt4bJ&A1I+c=d@eysH7!EyMj3uQn0*Q7~7 z`IYZv_R`#SH&%$T(6qwZ<(cVN;x^M7a_!)x4;$K1n!9>09t3k~>Ni;i@{D~)%A`om zpvLSjzFJhL0%@e+>a8(FVoUy3BFQd+Hq`jr8wJtsz({H#AA}C}ROh7rZfo*#`|{FP z=+($iuWTyz+LM}q=zL}B`$sm8?s+}0FQ z68%v>JuosJ1dD*gwrOL;q0!?b=X=AM<*Mmm;5_H(=HX1kOJpVr49hdJ>vil!4WTLe zitIz9iu!}&7D?Z(lq?h8&3Al~W0Jv-WFoE$CXcepdQKUk4O=it5Lfn**CRuXHFdT7 z3T=09+Yx-16Bv|F?YeaT$XDuL7rnnhZAI<114`@x4ZCxmx*Cw(Td7Rvnwjy(Y|km(d3@)#g5O4A9`e^ zH}8OG;eNlKuZ&HU!F(Z_h+gM^T(v3coK?{Fdz8^f{Y)u!E!efAvt?Zlqs|P%c^6Aw}y1%;-^s!&0#*axz+{Y_LV5RMQshZ9;qKE26&P;;^F!> z2zQ^X;Bi*$0AYLngfuiCkPOxtl3CfyW<-E_aWv`2bO!7ZdDi=D@=580OPf!LTBVFu zRbSimUW~K7$U8v02~jA0=%EBPdLVyA?9RtzrPh11JwWmhqwyV|Sy4+m^Zm6o&E#j3 zTgc^FI^t)M`~7`VuSn2c>9!g6mA8_Ra0s^aQ4M4p{tpX%Z%Sz1FT?G#(}x ztB3^iQ({Y~fggURtgQu?DZXa~Ag>o`M^?7`cET@ z47ZyMa$T{3I?r1G;h7f01q_hbd**r|DC-q3#?&-PEm`Lh;JZZth`1Nl#UVcZ3zMWD z9YfQ^u`Z(0a{ScM!o>n)gt{zDf9lCj)Mkn36L2>|fI{ZqO6)6M>;)PyWc{Gk#j?98 z<&q&8Ox9$lZxiD#LU^8k=5e7Jg%aj(_cL&*A#jbPvHe~8>HqCHHRPp^z8K(p64-x; zuz%r=wn@CzLy^e@b#8>Kwp(7h@k9JVTir`KB_^HxQ{yU#{C}}som3!A2??m z+fajo?0zt=04*L9WjD-LO|ctf%K9H4yM@8S{#Is4GHJqxTc`ql9FF^sL#87fe=Vm3 zR+IA;Q?hHDmjmg{YSV*GV43R!zBVbGBLgDhR^|xDMKOGd<^Gv}_Gvd#qp-Gp;R^Qq zk3O0kO!dz^q1XxVSY>Kv9w&zZp;Fsw*P)s>^|O>Jd=wVX=Pz2Am{Hx|Z9`!10sO^E zO?m10cePn)PxX6~62($It~nu!T^e6`kE7}jk9{`Y>Nj)ASROmkgKpY_6cL(y$e9g9 z`$%w|o^Goa*EOtK^gX=#gqmQ^5OG5-m=_S3G>~cbarIAsw2^G36Juu#{P%6R#2t<9 zRxiPAX`5}SFp>bsD0P3Jf~z{B{!O0bcfP)aldfbWw4XN=ma8y9@c_#U)+%c$2Rr{5 zN_iHCpMQ1ev>xp0W*}sO?&VW~IXQbCLM_vG(2xrW;X|eB&_v<4q=*(= z$gut)!U#sleicHmAQu*{+pF3xt#xLx?a!dW&>G~fOLQnj28syiEQ9!W@X+TO2TXJc zF1=Jxt7$-hC+_9N1F@KKuod^@u`H$dit0^pxS0s@<<}N0l0%+kSo8bBhy{5t`BkD;VRBYoZ6iqH zHr2^lS64#=(%-IVkWmd`FMH&cVY)TRd*(7p1~r*ZJFKPzNU@<1uTPY`0Z6SBF^*IvO+9+phTHqh;Y>#{i1|I*)y}| z6Jezd?H?!H!Rqf8M6xp=8e7ZKySzxjH{#E;H<(B9`+<`+S(GQ$ABxBKCx`OC-265o z3!#e^dznHsgYJQ!{C(wDkJJA5+PgT<2Corbp|`3QBI55sB)iNFH%6o}c@fv!h7!&bXv5|IFKJh8sJys`>j<>O_)yj`WQxW(c9nDfWTqqi;_d zRl?baU)N2k!2#{`%z{^?>Eue3WrS==gz|r-KcMnMqDe1?8SmQw8VG((@R5&+va19i zQJVp^1AgkN>l|;rtmelf#UGBy-vARn_F0)d89x(3fzboOv za+)SFoy&a4ub)yKE)cx^V?zi9u7};!Fz#Tq+C4$Q2K%?hFH9_v5qwfb4hEK*j z+j(Mi%X_tRHTDHlqpI(fqsTm*zXMBB2owRcnwrYzO ztWP)}J*UKd8|nNi@#0>jYUTl1$EOXRM9c&q1BCergr3)jP;D(`aDhBgssS?!4C=Z7 zSBVxpMy+$U6n^)`OW?gj0(Yj(A+gnq_x!`pDN!J3ooVu0z=a8 zWyeov;8Du5QEU|~7e@_0p*)kHa_d}Q58c}H8UbyIuqodj{}1Z+wJ8>>Dg zexQZvy|J@=-qlY|N7W^>Wx|XcIS=8{07=?zbm-pzhjCNv7{-^5otS@sumk^&Zi|nM zJrP{ns!({j$k(;}^iL0db+rb1Toctqs#9L7MP#2Z0;Y-JcVYUFK#)qJFOG`17dyyI zvK}t7rTdE(D`sqs(vb&``U_QJk8Jcte>fsxFV`5w14p4OA>awi8GgOKH9Oua>3`XR zovDHZQ_e-s1a1Pwx9?q8X8F8E9pT@1>RD5oNF&iIsIhCh37{}Pg%U7mk_>chv1~)Q z0t9A4>ruT@?0#>_vzL>*;~$PV=k~M=Ls#+hpnx7W=BN7Sf#-r*jDV{nsh)@wHkS?e zdMO*JR!9|gzp!b2eTexJ0OQ6CSX%Y-^oh!XNdQm(a=*?hvtaaw(T|*?@!8RLe8TwD zzo_3$t#&Kb`2V(9-+Ov0QI9~s2EGrONwb}>A)JYQR+NXIt3eS>nxzgwpPAQDe0zSR zGe$3wr;F_dVj%Eo2Tj+P1UqH}2Zn}MD^3#}s+@S!jdKemY>g~1P2APO^e_T7C+%L}JU!k@JW0E`Dj|n9>arYiGGGe|uxH^pHsV#+{JoyncmBHhF!%i;?4a~) zK5{sUVlf%Ybp5C-IM&xh{d?#34M^zQc%}#%^shswf`$n#J_$BZ*A45%CBSiA41p4n z{C#Oeke6BUpD3%d=mW7wnHt>=6lC0Qq(*Yr1J)?oYgi^SUPWo!ATaiSI434wANgGW z$cioHH!z>j($$E{M!?GW=YLaA*>Q&f4PdsG>i&&8i}05KjIIYAS~HHUuU7#kiupYk zJh~L%rsBM;Laj@ui$Ip2s$)?1J|xEQvUD~af91~j{&d-VTsxoWc>32ym~#OYTahkqEbp% zKGFP3{+S%%&MDwKhK5^}s4~q31`FlA$o>k%+?R0;5N?~%;M&R1!1weUu zf@V!~X4sxQy4zYe$^`hz{SCCUaDsJvWKmWYp!MH+sTGQ{khVx2+c@dz>8rx^zHbzY zuucG4AjLjD`e--bikf8W=J(`Jzx>y@*+DC%f9y!pPrlMqZ*r0t+{qT}s(W|20H!3A z-S{=ICJF@NED(#1EhXivv20aQ9J}@qq(KnpLIiLEPF0;R$p17ThTfW_zj&tK{cC%2 zR=dVzk`g^0e9A4Jc3xYg!)eZXyrnacSTMd$pN}wF>LlFnSB!z8-=_CVy%I5mcmdj; zGEtO>b%)db#8)xlJ1+*yT%CuStutDF$Y;_mv8Ry}I+`P1c$+|6CPi(im3g(C^$w?{ zjNcRHi$6$fts$dkperZq{zV@8+p9ht{lkg8OM z_?(YlJmz_#rZe|wGR#CBt93x2mQ{H=EY!{5MPiZY<2E3ot&%vCjr`$Nl=_?q$PpKq z>T3LP!hBe|b9005+vl_E>@-r8Hx-3QA2l*V#*~Ei_AZ^dM%3Mqo9bAXg0t9v)ccE_ z0mtUCh^~V7UFZ36r+1%oO|mL;=GBrNAnrgIRf5Qb?n~h8jTNhAih!0L>cP3BG9M|e z4N6A_z>n#kpl=8xu;-y~-gtd|YA=#kTA6=F`FQN_Wd`mRw%_RGj zo9>&z@adGFx^w1l+)UA&grtmtlBf$_nDH^}{kl|a@r|)wx^>QxeVo^e+({)_CP*e}jYDEE@NpmgRwSxF)xA)-K!J zy@=bdoOfu^q^G RUNWY;cVx*hi-qN82@^XJCt`<3_Z@xG;)szowfNO{=M*VAhA zaT6M<0beh`#yn52RYyYwf-ClxHLtm7QLO*zLQ>I)>C>5m5=kQ>k3IWfr`RB>|Ak=Z zRFFXU_~I9H1Ls85hM!#56j?c_t9WFHx3JeJ%rlqRtsF@)UXW3RRu2BDE)mS(jDDI- zs&_&HIVJ$F3|}BAMI5KN|2J&)oFrw)SUjd^V9p`1YUBgKPn z!uE?%gd}#48=4ZiHKJ`bO!4fx^n!CmcDg6x)v#XrH>V}iKV7V}AC=#RD>uTD!OX@3vaJ~TE(4}3upAWXy{3Xa= z!-*eTvriS`4fh7kO6eQYQU(b%D>8j`kIOY+UZp8|tcSC+e)hG%N3m9P1qPXCkM;$M zt`LPXA|fdxJ(l9EpO1H1?vK7usewc(Oyf%#f&BbzF63L~=j~2}3F#Tp0OR5aE?;#s zX%R#qgd=9+8cEUv2hViIsh-?_o4g_iv%31fGzGpQAjxawvOpd(vhzKey$0RZwX8e4 zf()VvXD+}leX09fRZQ}%#NYeL@tHkQU!U3{`{6WKWeE3X74r2An3({Ab!2e#P~4bt zlu|P<_K<5Hj3NBB{-mEFurh}MJl$5f&Y=}~KE_C8{zS zPy<~yU+L|92hh>aJP~aha+>#ZUb|;8LDDoJog;GRi?M${Jb%f!!aTH5^tBPY7hi~FeZy!fX9B|e;aX*UzJ=b4=TYJYAY1fr5H1lH4A^77Z zVxV=Il@ZeHcjaVL4p1*eI`;ZNWTUFYxXC+r&%-{#45CmtMx))g3`+SS{*%y0o9=vd zQXQyh4OZ0oSV2@zc{Tbdu1>!;m1PNk#{~M+?pOc=f>MasvKUIlE+K@b}h&O~qSCKq#3jyA`pmO3vOMC7V~B5Tc(yK9zbzv+PpMpSaS9d%TtbX4s?% z{TdMKybOFHtv`(AMdz}FvywCHLvTeM5`F_KG@QSoHIC7vgUO-Bz)*6c#c!&9hZ5KK zG=2Zv&!YfIX5YD8RtY4`tzz)ugKwD3I=x-xJ&$bAnxPR%bK%Jnb#;cazgegh!f{+Wr zDG&1yrhZe5Td9%xXStrgnatwTJ{}c<0!4MyG6Hsby?5Fy3P9lHoIfQC<|xI-pjMRj z3#)MWORD*cvafkT5j{qAY%Mwd>p}1xy!l#w+`_F|Rn(S{@os|3&i&hvuMJ3g?)jd0 z@_%Xp4{Ydgj0mhH8Roa6diM{4QYbB8Dei`_aYm$AeQ$knwZ>%g=okp{iwc-eu6BP*$EnE0=o} zqPpH*Jy-wtPG_h3N%LF?&v%4Xq1^z6RDv`}-AdTG6N!5ZI9D?_q0G*9nKFs8au#Yi z@Y0SBeLV^R!Mv`@@9wk!-^Xd+9`x}$kIoYvRZt(?!E@y@_eAitJr*@eOUrN+E32<6 z@nKvF2F)s?-w6LXSJZ}yEr1IC`3)`XbcXh?-U^%Q*wk_q{KCN7it+_`Lt8J5i2ZEz zXn%j=MC6bn%5QvabHOF8IH2wie~RY)hOI}66wz1PFwR;{)-i#qI@4F3uyv`;E@;^wUwtoq@H1;LNXW3Oix9fStzQp&2s0U5%TJOYVTFJO#?>EmZ zvE0a2h;^$r810^(`ZIGslPFp>m>63(@@`54&Zya>Tt)K!eXK==4L&k%zQ=s6)8#?g zAfoQpC3c$AODNFVD>OPKMxl~J1=;UyTwwu>3+i8w?=?i7x$NN2$)BTyPuCCB$h)&> zZ&fr$8S~sL7L3f)-hO94x}y?IHCC56#RQ*hZcwhuN&kJYS@JHtd|sTwl<4i3T-9jv z%AEbP7^ncUX1@}rpdknOS*OO){mKzDwK7R))NS1 zM0c(;!`b*GEqxZKBzVKp6cs+L7ofYUD3UEsQGDskhDgd)^P3G;Y==(lwUt>oH2=-d zq_X0~?g(o?VZ@}ZcejM$r_@FEiA(*^`5oKd#oof~QzptlOsUI*bR#r1V5wJGW z{sC(>+Pp|g5C@M4B;EIZ6F9=SazM)j$o*|qjZY)+b$nMr!D-YE+Emyst&p(R?d`=% zi%Q9@3yMoCp7PJ;r>=iAk<(x$Hv8UPO^HHMgT5^DA>V)c1a3zs6FN++&QGG#!1c~n z-8bJoqO^gF!B_Y*Gcl^sBx2=WY1JDJ>v+1LZ|W@xfZ=2lh(}ZgfgjAU4C~#$F`q8N zalbs^P1-N>Q^v@x7Eqf&iH!OryER9IeOBDk+A18sXyMnyMA~{GnuLmhd;+yAg(an5NH6*; z@&4`FW4Y{_;=uFK;gaUFyQE^m2um}g7#%3@g#(ksww>Id`x(nS+N)>UdaI-+bXWV25#)9YdNKS3U!00? zN(_%u=AEBD(w=II$#-0J2Aa>)d#jdjpnSD3 zBY-UzQZy9*<(3Oot-!3Bv7>=^$tUIs;lC;2E&-S!H z3XpolgKYq zv4kvxI6_gwVNDG1f1XBe(Xp}d8ISo%wy87?Ng`p|RiCR>Ht;<;Xv!GnYZLiS+e&rz zBCBJopvJYvI56?|GV!IEyj_aJZky}EX}n(p1$Eo4hsGoVKX2Cv!6vzCh@{TsH=4n{tI%5X*R$}_o&jxy_a>M z%uK3aeEU7J)BBo$MCySwIQ-8kBujlD+sM;v`N#vaFbgCGTkbVP0v}c~pXrDl@4R&2 z5HUlti}2SLuMOA4+Pd4oDzw8Ro44xvC^O=3?8ZNzt8MsMqvJn zqAVfJjBYG?6)Q>!baLzeg@@d_av=IbRYbP!p?*@hDV4mF2c3cv{*_CDPqY4;1-9!)_rCqyK z#5m?rLoX){KpL&@=6K24I+p*~n!*e!U`gQ+L-dQFO;+(&{+uAN;THgQ2mSB+sX{~M zGV_(@!%ENZ*#PGaDI#CZRlU0adL-nAA%t_9&N$&C7694D(2JG|^7sZL>^sPG4C%1Z zSKbvqEHil^LF=IGP;8$=wsAdDN^h!--hH>$=5%Q|n)g>T4<-ZT6e`L@qHy=;)roJS zPRG~*MLvR66S%UajGL5g4aRxb&}E4t%5F+{Q`_OQ+gH`!bK1!l+jq14FbR3~tTA@V z{hvie#}E)@fNk)(JgKXlpZef*I{b}MN?Z>0cr!cvjsjeM+`r64aT_}RD^Nh>Zr6U@ zPd_FWJZh{vA;R$r5d8|tJI<4RV~&5>JRH5@{CI-o4GESluNsA8oAKoZiT+U zEpAaHoDKOB_np$grKl|uVd+bm7gi@~?7(ETrslC$NJP=kgR&te=xa=}p7XbRu|cDw zY(BbCLV7Bldf=6#`N)j@NIPFq6Vc{%x&jr1Z!^fbqSW9(YGi>334ZW|dh9(r5MB=> z$0mUk9=cN#4BtIWe02p)(`1Qh@$ zPq2X0E!0<~sG4~>d)sG9_olx@A|w7M4XK~vP2l`{f4A%@VFD2;jk+@#tNSzu5cli3 zfAc4?lGvBHHpqAJl6$9m)>0$$>GIw~WrVLPW~5-!m%t)8>yd@9kER}LU12btAG;emO1IEmdS9Byb0rY>haH+2keVl*H+GbK6anx|P za)DqJjxwJAGB^)YwS#%Gcn|B`0W-52k^OaGbS6I?V7bqD7l15bgnjI?B#d6U0%3Pb zSy>7PTpn+FWu-g(YMy{q@ir4k9A&~#eQ!1aVS|G=Z+^bGS3`{LeGNRxfF_f>v8Xz- z1(q~L(Q@PaDx;h+n9$?Apt35Qn|q_8H&xSN?5f{)^)v z|Hb`ghw&PKqlaaL?q0m?4TbzVdR)o^>0L=4f6orvP|PCg1wk2|!f^dJEsV%ZxTAs; z{YK`B9ItXe=Ncgux3u=fhGRHQVWl0F@<;P?+uEQWW(Klfc=BIJ%}_!i0&XIx^TYmR z1=T93_TMFtfWSO@DLaUF**uTRmj5UTFZ~)rsed_gv^i%Me9Dlcsa2ATLC}qr8dRAn z4>aER%lrJ^Gl742JlRebpVxyg-F{tDKeXMO>$sJlN<@Z6ZblTXkz$_Sz+{Ued?DYy zCjt2v!NLIbwOOhYv7q6wz{xLkhSxY__08G+NsTrU--WNG@?d)1&l?L2uyoahk34|m zY5Obo#|Su^ibI#%VWUNaFR_fc4S&3JA|LT3KVL70(wicvX<5VjF9`m~)ob`ht*KgylLIDW-zyxJPCW6|Fn>aY) z8@UD4Pncpt=Y43I!RfZ9`@s47#mhbX#Y5?*3xl1d`QYgHAWc8b^(R=P#fxxX?T!S3 z^b)_T9UY2)RSj>a6GzKHZ6K0BV^x97o=I|wSh+I$mw{-JK>w>hODKN6{v6;qb}qsz zM?>loKhd~c4Q)@xq zWUb}{ZJ@3eQqU_<5WK8yYXsYi%%?(*%2%FHSX)JRCAE?E6O}~soFuZ)S}l?T8jetM zqsp`=h`?nM*Kt^Qcdj~lz(J@c;8)pv?TWLX5yE9(+X^D5?W6jFUm;SUl^z)YT zx_L#0)S~w{6s4(|_@HxL?ipcEgg?&|K=5otJ;X4}8iWimHxmDzR$(7u!1ON;f*=hA z-kUFl3q0vkxDa0}ic=$m2-)q!Tg*T_X|j!TxoyJZkIatKwDiG-9AF~Y@2K31+*tRE zdR8K>$;~uUyov~cDwKDV3>X+fZ9hnG-uz&JY5P?V8|*9QP3^I!>tR}o1WKr~e7yBH zS>|lOUGKA|TJLibMm$K5)vEDo9MLnOWDSw`(k`=Sf};s+WVAOOP}(&usI97)$PF)* zu)X6Q^+-Z8;UD|yuiKC%sZevAdK3lv-9z#Bj+(r?ROakcJGW^dce5`>1e9@SVLnpX z-guaGfY@)R)2)KC2cEG(q8Y0YMl#?Lt0DsD|}$ zXPOSIO(rq3AkxtMLN4=rR%gJ;n)Req%vIH)6UHYv43S*;?#^*1K`e{9P1+0!=R|yk zFqLW7Ze*!~0J|5;ZJy#c)NSP@?t1NXa-P6RZZ@1Wjr?`gppy2pG+^e2^1M1oS)oPw z4tXNqAmD}vzAk@LTNqHxw_f+5IzOnDDzRLg-rkA&^jq6AL+YVe)(0M$B+L8DY@j-n zy`l=yQ5Z4R<`x>MX4c9&c45~|Pn4iAMoRFZ{cP<$XFD%FHgo$rLXQ|O(KbAYG|b-% z!|?L9{g??$7`k=5`D+asE<5s`*xq)M_3`|~B$dEst?_3Um=Ft$?#P_gx2=io`Anvi zuHzR5nu#%=gyCH7Cv@dnzPm&}X*g=gg^=+d!)Ns_-ZR4g;4+qQ;SEWc2n*|MFMl10 zH|c%gR3sT|zo-bsmb2Cc2VO)R3K`Ojy|x3Pltz`YPp(b?nLk=09K@nlQn-l;5Kcmv zb9P-S`r-RP3C%}>M2S$MtC#^jg;aES%VzGkPTY#k{k8m1KJIh9yRVmHuB5LT6hD>n z68DYkZ+dm5GUy%!ZIvyhMh)V7MQPzAEpB72ZO@Oqz_tf|%QBW*VMA2l2+$6YxsHO6 zDfM9$$rX|8NjhV?{e!>FVaGl8TYtoi-)f{+s{1;9R6wTLX4>uF>=SkYW7(i-pg*bJ zbQ+1i&r)qz3UqH$wzSIu)CFL^c>t+m+|8n*!<+bt6_ON{|u>*84MMw4yQ(wf&h2E@p%eQ9v=*R}h$ea!dx~ z%2f121UP-qX+QJ_M(PEOd4D78`Wx>%niBp_RT)^GnhQ6;naLIs9_mwYdzS?IQ2d)`ok4bi$`i4j4tp z2Fw%|wTsMM0GP^zt+KqCOLIPZ2uwZlgH6@yMLm$kK3!$I%Zsk|XRr8)DBJs@{npB9 zoo0BZ%#yNYfE^aLfP^?e{}bn%A3l<9i$_W9jm~?az=InIER^H(4}n(U68u-@LsMk5 zJJa;i;p^np%E1Ax49JbCm@uV9KC?90b9{2|&hU(oC8grF=yY1Jus6b70i@7AV}RqC z=W9p|Q&txBfg#q-h4b~^k6+;T{%wFtRafNfP@k5&oTtY~!+3O2fJGHqVD>qj&PX?P zHn%I_ept=KbWh`bj=gxu!V+n;B94BHgb7_yoEYX~Ql6?DGMp97#@`9Hf5*ebkUckZ z^U@?1!j3hAMt8Te@5Dk#jC<(klWAJmzXuNYU1BKGe3@G4n2~GtQ&bLCZlf6Vy%);_FX?^0jsvelbAtr?1&EOYfma*QI7=e zq=Zk=6Mq-Xug3cdi}6r%3$cAM5~hb>+Z>~73#-I`e~0XWtwwP#8Hf~J{FD#(N|9}l z17sQ8CfxH>Ae7)~>_-V!<;pnrmm)^htiIBcL_bRg%)qP@u&m$m8PS4gD1bE7y($hd zK7KB(4_0__6jtpDY8VynQ{BLQ@-DPg%aPze=zNA!&OT!&q{k1?A)4w><2PZ{{TNj3}O*>2Top zo_u>_@wwBTKTL38E`7T)?%hSO-2)FJGZr-+gC7=nZ~{JGys!t%Kd6bzsp(sNF6|36 zJ*!oMEAvhzOsIP_E#Jm3@`4|dbl5Si<5NLKkVXfy-(IpsiT+}Tozlzz2Mx6l2`pf( z&&F-|MjEgREd$GSinYR<%QTxy@otb*Nk~#CK+7F?au(;|KAph{x*~Z5*|q* zMz1-6?V*0w<(6hb!cg!oVJhq4blWHEr1k4o52Bf?t?zS;bOa0tu!or!PQJB5xi0e) z8p|kv`O)ehpMDnPpBCZ*7X*Q31YJ{0yu2b#tY=Nx1($^H9!~F$qEGc#OS@=4I(b;k zFl;Nj>%I`O63WDQxdcM&m{zKCL}UIYxIFG zmYEJyj3yK$Q2O%QU_I&z5XDg+_ny6Rj=M?%c1{%nue_m>G{gJezknvlq4WTMeJiE2nLX7^{M-}Z#0<*j8)A{TvfXx?Y7t^s0+XdI2-bbi*nETPh5of=S zGXhMX{BcZjAd?O*jQO%4*d&k5U%MNoTM9av32ZY|U|1Mldesat87o=mii%28*Xgx7zQy8W) zRlPPL(xOin{FDL4CNFq`6lIkqa!Q`7nEG<`_7{rKH#3jyD~Mi4nvy{&C)|Q3{1^s^ zQtY%1iE(AxI;8{aj#$aQqh_=ffyn_J79+3$vP-wI6wq%O0os7)*Wh#>ch3r9Qc*C$gy*p4QGsgTieCeb36PBHS>qc-O9zDhxRLQ339IMo z%UT-kELO=j&me8No!$&pF<`(iEju65N4^oWK2ll+XJu@>_r7qnCq4Ujt&SdkNASNG z9B;v;le0fW13hqGSlDY(LFoUL?931n`i(FT1qCMbw8`exmSXOLYqo`llsA>PV#-Y2 z)${O7e<)h?pB8-c-PBJe)V=Sh88V4Owzde_Wo?+wVJfN!(7G~onFg?8|5nd zw}X}$%QzWSR^y2 zVvuwee1{-2;Ehq(TME6RoeOAB|ek zzEOvp%y;*BKA6i>5psvACs_}^gR*xmN#|`Q!S$Y>%;w{r6QCViByOB=er~WKSwf86 z_&G$NAu#`Nlk;Fyd5MK&hsR>mm6CGOrSCzS6Fx-ocz%*QKPNHj{ONm=w=NTPCclJ- z^uUa~2cR4t+6R-3^3aA)#LOx3TLi}HJ8-@ApGWDCmVU1TdCrO8JuOdCntz8{e%w2M zKb8z@Qqv13vyJ$mwb|x_neoTnBX3>2GOF+1t3>Owr4;g{*#Yyj^*<`I2~bz)!$p2+ z2zCbc{wYd`HAmh*N~_Hed}(XTZIjM2ng-3^sUEq6D{>x8`+9nO?C@ghBE*XYcw(;m zi6%Y+2(kdCFbW=u7Gi9P717ohVQ!J#01_*T!2KL{+4#+ubfR+Ck0cgRx-qG)l6c?U z4J><4_|-<>OoOX}U>hSbr*l)yV6- zNNV`Gu2Vtz?~dkoQ0p|c7cB=_5xA8!H28}W;B#gm#Ec9zL#=J<12nKdauxL==}4x= z(0>5W%;$G63cuFRn7Q|Hb%wa-82c!uX@B zGwsa_RG17rNzF~dgs=Q-jRbRFB8>D_u?n_q+rbAC5LKk4tZ{2Egcc(fon!~Z48WBH zT&h(>{6J2t1TS5nJTLEg{g&{vZ>a>D7UlT){qGkmLp*2XZxcrC6~M!;vqtW ztcs)mLTF9w_FO`b$AdhCw#wZzYT|*Uvni^B>WDtSinq^&)fJ`q) z`!$gi=$k=n*GYY^b+z7e^7wIq+3^By;mF4vVh=40CBfF`5|P2CQuZlcRPc8*AOM`H zz(F2Z?p4uV>Y}EVH&@>e7Ee0!paT2npT_Q+t~VYz{H*_bapb*L3xoa4+bN`T_}xwK zU@%%m(VgR=Atj}*6*h2(3}<2Vm9h!K1u}vI2*=tRdx7EHT8(6Dn-uLD zBxPa&LVq5OIjN`gozL+6>bSF7>_T+F<-OmkF-?a#UdcNRVBQDJOhAglsGp?%IAEGI zR>;bu6!Md09TSrAj1C^YD~S78&>IZKK48|$w!fgZ6fm?wQclfi4iAfnytUz zLAz*>Jvt zbobC+L5KT_q4IHmD}`yk+J1xVgNX9*?B@WZ2j)oO6p`>CMB;_2cVyU`>ILpctX_P5 zuYe{9DQR8f#nFXiHhGg4h)?~Q_&=7uJCLgX|NnLFa$S3GE=jUOR^$>=_9|p%7P9v` zMn+U9*<3Uzl_+FhBT0i0LR=&&D|_GHeSf~c|6k{IUgz~3=bYE``FK3+_4{9H=?m^# zU{4r5616!OHTY2nFh|3Q%_likHBkDC0@1d&OWNTWU1k2R6j=m`>nlk|>ci@f@mUIU zwS!B`{?A$jur00ffjQ2+eNGoDuw4iQ)8iIl%eo zo>Q-F*P~aJKd7^&ocL;l1v#%5SYN}8BaVT!G}k|+mwMT`Hb z=YNVmWhWm=qHxoD-Y;G4-rYSHIYwKhnh{)rihGrCbb{s%&W;r#AOCi9<=!-J z&G{VC0y`Xf`sH?86W=3f9rU-XTzS(=OJDm2Nv+hT;NXli>LpNEs0g4*fL?wq>Iis^ zU+ousrv;?&Qrp%eixIPFUI?zjI|yco{3fD?)(@poxH^*`)z3du#2fKr;qmt-#O~< zl>>QZ@H9o5A?9FzO?e?Qtdx)8)SG*5u>*Ab(5Gvj$1u^c>0#S!V;(*C46=rB*Rutm zTe(hS$QFQ^kIGTy7sHUT;}WfaXT%`)=0coZp3MKuAUzW&JVnHOQ@U+bLr540PF5^^ zhW*S}lcnXzg zL%9d=dw}+BM<|+*MIMZ(WWo%2G2Pr8J|E|Fjk9M|im1)!-K9XKD&S=eytvLDb;UXyFE4H zJ=knoA7JyfQ|gEK+`SUU+JFUOM=grDJNj`pMWQ9i6Fs&(`kUS2f`P z{?u1X^3}{0XF}?^ka_UiiEv|ny*NHisdQkBz)EA6OB0u`Jv1ZhmX9Nzy9%8us!MHm zkyrWb0{qe~5u`uKOE)A|-lM25!L!Eiq&JQkhCA!_^8YW1F297#AN3}&z=uwR%g(&O zb;Fw+#=YU;3!R=_rKDlS*kT;P?7CYPT4Mji&)}Li6NlJEw(N_KHt#bM z*X0G(yZ#Z8!RKzPra;+pf+M>U_6xyzFE&1+56^OI~OFMM}517PY~-YZQW z^evx}(QvO%4AeCha*?B%Pq4L|si}#QY3Yp8`Rz&pnO!C&IZ9Wc0>U z2G4=WqWQwe7^C)j@09iXY?laagVDg?b+b5@-~YUenAwkS}`o98Rs(e7MM53lb+j5QN~*2=K8T zz7r>yXZU2Do^bAy>IIpwsIe{kRR;(6zvgCD7d9*8zM7D7{#ZCyae1*Sv-lfug&}-r zaF$)>2@ZA0luL?RnbBRNr|oXmtGI>ko6itVUPzuZTtcOI!T+U%5=?_%w;ZSvqOZ6P z@^59uX~@&#R(dbLKctLkhAc=2<>ZG4o@+L`Jj{K{wZk9j#7d~HjftUCH$J-Zu1RgY zJgrjR%s75A9q~Z)D-~s0T4f1Z-y9uueUSyf^5;r2f+O%#c1=h;0%&rtyd8hZx8ENV zQ>m83V>~5AfBggv&2zEVYhUE8KnfDh#fbkj!n}Yk4hVK`#!{V4z$qeP47%EU0m8@D zFV*sZWofph^zu6lgWk>5Bi-f_AsXH~AEeXSAm1K6W95#9oJ#7MC3^KXm1{^OPViprMADJf#v*xxi6Uc%MA_}RgGwl#FSY08%eSPJ2FC8qZ@bAGpVH|?&Zix3W+ z2$HsICeztR{?yrIKGJ+UB$Rnxn+%Z)ZY*M&QE4f;@RbA1$njkVC%Z>wTws%ZB>1s~8=ibnyXXU&>d z7yfqVjER*EQ=Y7gsmR`tM>8LF(F2S36K)^smm)riO-W^YkN@#)8quUVF3i`X-QrFn za{u|>|5Q~vdQ67jQv{a=td0R)-efZt!sBE}nu7|Z-q9vq$O@%UMfJ{)T=PCNGS&ED zoA)t~&l;N%zdXF2ZU@~zDYKdG$q`WRe`Z}sk+1TSJNq`~^#>Dg#9b7xfXnfsjwJUfWL9T zA}@&;Ldsb{r*c(-m%hOPm7BOz4u%bH5j>`!)(_d{hn%b3eB6rEKw=2J`2l&S{1QVRyjYdF*#-h3usm zuD1JF&Es~5fx62fm+B6VkJ}nZ-RFJScnYGAM<#@n(IH}k9N8RYp6Eg1S*q+V{BlnK zGXv(69s_|>55n>RjNgTbg+EXugP%0Q+v)Lp-q&NhQLpEwp59@j)`hRaZy$1@G$zPVu_%r2*ieJkEPe*UI z)%>PJTRCm-D{4tUksY0wq8CQ6YN?Jx~Rp3PZHwZ?6k6JZUQMK zX$z>26h>a|7v6jJeO1ck%)yL7QPEuS${_uxB?nPN$m|vf+j zaW|Z}4!Gr;a_V=o!RU)CQtyl@Ja?UJU6t>BGonPedYTsoZ3+Z=<+Be_JzL1k0pkCu zS@Rpk?}#0pw??ia1m7}JU)LVM(9o{IsN-fFDZBNZ)0kHLY-$bHjXh-r-X?owdd=a7 znq$ETVvl|@bS+xs0~&UQj^vwnH2>OvsT)3mWKQ?A z7Ot4njYdEGp!FGH>KZ8iiIy}`bocy(&LONG(+5nx;+r@B84UqBkj8rvN#vY|8Mg#NhA`{jN-nP5vzR6#RTbgmL@(oOV7B7}s_!MFJ@R%V3>5moZ zfSa81Mu^yb8u6bAbr^xP*a>l~;!~fs=U--1e!qK{GswkN$&tbBFAeE&VAtQ)bkf2& zaLYB`m{707joG+TYCdhsyhE#dHJ8i{{`>f+-rddo+}EF%E6tStc%GMx-T(b=R`y9> z3`a&I=E6r+zu&&JAXLDJa~%-Xpp!K$k6HSK0-O_R3q3_*FHf7^o?VG8hz$`&8F9X=jIG^u-uGn`_Z_@*abAr=@C!Wm6 zsndqhm=;d{{B`n+et-nf;eKttjHHJ0ch51a!SbFnjGV=Kl9Wa+BIZJ-GorJ-8~71F zXfq%!MT5ARWq{{c`@f1UbJ?RM6gfboN4y^Y`PmTJ|Sm_d|SS zgzVN|zC7?|1R}xYuAF+>jK`I1Kv&P1g=l>mJPUYZa{g0Pn;yvUVke=5s3AgM3@Hxm zbI#SeYfP+;NKn<2CGK9|UC58+NJhdHoU0TpxPExqRd`5&^m$ofk>w!M1%zR8{4RG$ z`Xfo~R$1~~nC~wGUQfT&XmreNa;#MSdYW=$Qa*wL7gHQjARDk>!wz9R(-2LlRgG&P z!Ru`+8gbIw|*B0+)A8kdV z*-&>rH|z8Kj2%jBe09~ky3y)I`sye1U+-SOdM?-Fm))eDf1u%;SM$419Pjjf^?p(g zg>5|;y5mLO2yY184T~=s_02BuV+ZH%qL!hC_Ft5zpbO=+X+~xDgQJ&x#g)9#MbY8o zr<^ccM=b9OQwP^)w>?TULr$!4w*={^Nz2aj1XuEXr2Pnl4nHr^21S7P2$DTae@Yxn zN(zm=K>yY7e7rR~_4|rI;fCX$=axqmf5*xmy!&vI@^5N;ZEF)Y!wTLuMI>9#OU?pC5>YE>QV37Zs{&sRQ4rBIuui+#0sxUk?^ zJ1VC^Irz9=+j)1tGLK)XF6}9;%B9lQXUb1kyFl}wJ9umxklP@xBJd%-+c{nJJtp8` z8DNzG?;B;?l@@np4?;fY+U>ljp)7Rx&TQZtRzof7*TUM}EQ>f1Yvw1e5X1J{s9Xz& zJm#)hQz#XYP?}3Xtl4vY(~QCvZWh*guGdaI6Nm%ASW>bqi1r zInX48A0I~I0Y}Kz&8EnJ+Y<|+E`5prD%|IPG+N~ziTgJ$#Fq1Ws3Hy6HEN^HE%-I1QNtzp;57$yE z`R94i+vdh`gF=^vBkhN=?r9I+o$g}4pLZ5iLvofqu2}*Y#e3Z=`(t6rmm*?PbRm6Y zpEWo_GB>X|zFqcWfr%Jq8b=dXmfr}N*=7>`DI?(`8<|7N@U{X(h~Rkb-1CiU#s!4A z&|s`xJ$M+^oKkOb@jMIJ!YspG6hs{<3=u664L_ZCZ50S>Y|w}Z4nK{^7&r-ntq{aE zOvVlEXo6omaf2ZMxePfiWYTVfOix5%*=eB#$zMt!fNJH$NGVV&J_J0jAy)aH=c;|z zuEb~0D4~2*=wM;&J3%1qV1%YN3OgF8-M`~s!QP-jj$-nN&pi(S%@G&fU z1;N6-zmE?lOI|jH=5**tZ;O3yF~V~=!pQkEH=2W9-n0*vgnN>JLo`IDE{ipfAq!FM z%t#aYxb7Xi(i_-HGEYNPQ^SmgY8S@qTUXv1Liz%;+U-uX^dng~KO-$F0#a~Q5G3*D z(SK%zM<-dXKH;uHiTWSaf~q&b`$DBT*cbr_8Cz2}hK+?%Jhf`!i}-m0BysB)0O5C2 zymu(RDSk(Tw-EY`ASzEsf{pnHQ>^e$ykA*NFEkirI06~kTQ9P`cZV1K=> zl{F2a(%wgXBL7kS%qZ%b2%n!+|Il{038)vWQj=lE2NC>JSs?QFpv@o@t+N4V+K}KgC8S& zzVi*YQ+a=!DRPOmgu9zM98Gz2t{ZoA8Pw^%WGa4IBc5Go!NkN zt!>7p2xGo#fXh86y-@sm>XZ++@M!rqASTFgN}}5I|LAWY0(|H@b{+|WT6Ij5Cb`3S&AtEQSj^bYmEMao~SDU4Zq^y!T9a1@eo*HkGFbUE4mmtG(wJP@gIyL;_m9Qay_>VI{W8P^`W_ zu-+z1t;FklzVl%s!BmleB1Nnmi3L`B@D@R(F>OL?mG32Csu}$99$JuY_#vDGh=LD# zk2^$gj((`-H;g#C2bk5a8ls&B1WDhXodILI&?@__Iz`(X22pRGrqyiffh-}4O)`x* z*xzA&@MTyn!?2kEM$g|XrksO_icZ>GBK2Od*e75(gj@(xn`H-zX$WQnzC*t)0}_+CU!zIZ%?hm`?97?j=5K#E(BuLz5n%pX zl@#)M?JhDEQ4LF#SOd#NCgXu)Fh0GVnx49`(*kP}ngCziaRF?)u6N5^J5UZ#}2n4@ccyk8Uxa)e$V=GhTns6ZV%mXBy%!?e3^;7wtI@yWhZv;E9J)wwM_Yx zY9Z$VW<1?n3rX;IbPk6{kwP!Rkxh6Nc6h1W-yOAnKAeIgX{}0wXGulXvg(>Lc_|9V zgdzM!XRZ`1^EU08I-5<1B zvW|n~ah6U8@;P|8PFaMgy*G5B!=H2K0H?tE6+yHhC0@!E1q!i`Ptll`iUY<`--{n^ zs;~zAOl?cH1kM`fwEX8qn096}^uOOwH7>G8nBxp!X&p`bcCV#R;s=fCD8)Cake5h3M zfK{9xKdoX;g;hR|``g5}#q~A4E0jxRNwm@B7-SD)Z z*7Z~Dj*~s27MKy>iGlm?>UR~MBS@*WLKB6v-}pwTk&hAqTbrwc*Glm^%IN!4zvED1QwTz5 zoXUsrL0uI%kY@ZGR0W{*%bg|R{f1FTY0k7Q&s&dblj!ijR8DHen{=~gUBtpYsIAnO ze-E=h)W3Du*7UFi{YVIp#0QCp9C0fkN!CLx4ZDF65#N3XJ-!IoQxT>*;ORYk&IN^Q zxw4_`EZ{Hqkx|9)N}Yg(kPTNt2}Kb}SUCT4YuEQ88lDSCYjZ#A?(Q)g=+`HUQ6ui0 z!t0h%p_y>%UAiKUrUrd45s-ZMJ(vqEF)s=HL zDGWk65|fk=)fytKrp4f=As4)@h$1W`nR&s-xGRxG>uJx7GteOOQyK7zz{1b-fHj(O z5uAhM4tM*?%x)p@ipN;xuVYtlst-Z!+-UHl4Di49@yWFY13j1$%)LVL~;yVIwg zZ5lO{j;Fq;>i|8;aqEju{WbBFvO8>7K0GkC8<7uTB~A}lPzAadB}{3brS#KW-pG7% z@qlufxk*QqVJ2%M<#*W2-b1)|t*Tf-A@T%c@71{2v%r)aO@Kz7($DcA`eQs^Y6ZuX ztC}TnfgwL8V3tfNrzL)rgs1vH2CPuzll_nXH&#wt>KrikcU=;YKGl(hc?qhf*@0Qg zigG>es_$>EN#lw%gr7y!LWOfIq%W)s#$GN3Lq9Dxn0EXtQ1E8SLb>WSxaptYyvegV zaeyOX*vQ&F9EAPBM=b`hNR!OJq!VD17DR$n!KnAsw4{=-^(iLMj3||aa3r-;cWxR& zQmW`*#TskBwVwUnXjDhwd&%7753tsE&xt1A`S-LuDV7b^V%E8*Vmv6Pepb;v5qHd$z8bT-DEHST z^B)E_f^~$?KA{Rx6H-UB38UQ5=+kZ53}OW9gq(agsEmPnYKzwwbgAO9uV^#GySAfo za2T4I6-~Sho<;~g|8scHs>Sh;7?BkC;@gE5f6sit@7uDj0(0 zw6ZGw!jU*Z>==%u(e?2T@0S~YqO+ug($j5*_vMUcRc^&Qk&hUV33RHL!R4Gw!&Y3n zr~cOKO9Of&zLCsMiZ%tpW}p#89%t!LymKPBWh#|cFFqfPpQx^;BkCu0PKT$xw&h3Q z_f~l@q7KkQ9cY0SKIDSv^-_Lf;q1MYIkys_B-~?&wa64alqATA;$Vbd8oQo36X{be z!5FgEq&D7wuR5FZ>o`IKLO&JZS0c^^r#5kEVIRh$NVV;!lc~?5ztJH^_=m&m0s6_1 zja8O^txd51seTy{-hG_(_cCZk;%_;zku^-gNi)C>8)5VgMTpIXTdJtAa~dd;G|=G+ zKJ=g-uA(zosV>l&?LJk6NMMa~7ezUHTLpDxrRSj^WN1g7z zi9oU{&_w^|neqP_fpC!>mWOt#+b%!4iXx*1-+Cm-PYaWtYk)-ve|nRQ7fF1OkNF;hvf{$!qpN~I44vM_(eQL~ODkn{U5*2LuGO1|L$Wq*np7950A zC8FNXi{Podbet{)u}X))n@fVQ)tN$Rz;_K+2l!j70?C&_2M58B9iYiv&B>X5=v7|2 zmE}Aa+Lxg2610wm7o48c5XVJCI0&D_$XE{n-R9g7|u<3aWw>wvgtEYS+-FUmPT{nfoQRkMfO;@$#we@SRRh@Hoc;ju@*>`Aa zS&;)SumEbe+2fpqL2OTd7z^yRh3Mah4d7=kunG-*S9|oGOejP2%l`&4!_2%qQQnB4 z-7O&uB&JI1#39Gb=?c^vF2S^?-DF^pcuL#|Lssj|_#Mj(%h-Yhs_;5s#%-G=fgQgp zFhTtwJejy^i^YKs&HtNNifjql7E-ldKvg-P<=}v;gLR#@pNjV@vz>dSBO&gq zOmZlIP3NNsgJ-LcLG;t(2Qhmp0sQY3jd099=-@uwt)?oxNu3C*Sho2a9bO|<0nDH( ziE}d-eU#ivvC%Muh$x_gae`;bg&!^nB>pXX>IxqyLGTbbby9)Q>M+;4FZvX_>L~5kQ1|0ZJOm z7%82|xtpB)UZ}^E?q<}t+uv?HlzEv0KHXuxFp67tbVWaPLXi1D0s|=g1Ql1y!%CU6 z{cKNEMIloJxEikk3drXn5o74SroKsYcx;g6?%%(J;cs#IFOd<028{Q;3h15cIX?Zm z#4I8FiTzb|>PA;G%XNBAT1U50UJ~-&7fsDj*YC(27M2H)3<`Jw*t5YzK_2i;YyCHE zl;-5BNmM{EK4(8HBCPPZd8(no1>;d1$^bNsriSib<|*_X_$|{p3=FBC3hd|itEuoY zaR>@dSM z7lZR4tHuk=+kHs?l8J^`-@Yn0-EslRU)y_!)73wU4ZD9V2jWUijL9@VqcQ;}1PNb3i}=I2({|(b{xro{R(_`bgv*M-5%1&Og>=1bFlI&e)SiSqgI-mZQVy2OI8yeFRhG}s z_Mek`K7~t;djId((WgH_BC)(ozVBV1tDqei1XoUBKo>F+guTy>yETunkuSC++}>__ znmgmO>YSphry9fNbk03aDz4(GClHu2HuL;BVzR3b_PL~1j(zy;Maw6GoV@h42tmriMbys4al@cVZK zObR0b3UM4hgfP`^0)94kw0_SWM=m`P^PN8PBZ+Bm_40Eq9KrT28lXWLd<8@z>0vWI zr_AeT%3>^Jt=7@s@Hsvuc8@Q)-{za?2N?)!9EtBffW`61Y7-Jr>QD6myp=5XAYFUe zxx)$}!jG>qo{4=>k)J0(@}oB*fE*g2kceuNpN5NQcR4IEvoU>d)4bKp;$(`g*H44s zmWpdNRX4ccv2}j(hP)FH^OY`Wo6_I^qPexaLS?l~L57JX&d3Da6H~la|NY_ZCEE5d zr}nZ;?F8|j$_l1!^9l;Z(K+jAquJ|T?bpULLj92}LJ=+Fz9$rFQOc0W@7L9|rpKYC zX2#mIjDF)HAjdtau}L#mIklwb?x?AA?TsoaXL0ET=jvRNU;(;NELKxsVx|ZV2P9R3 zXwHMj(>}0-@W?Z|eeZCdKWO-{(l<1zWw}<_ozgDTww3x9K6@jd;_-1SC&7)%Zp!fy z&JsOUHzWGi=v;_Ecef+w>`jp91c472N$@n!6|-lgJ^t9i##cqgIQmd=zAMo=G*Y0S z4oZxk(D)BwXV|i+7RDr z9^*56nhiT-e_0L!=goFE7YH0w{cAf+*&bLLPDarTJ_Sd3*AoV*lt|EKl7GlN{2}d6r!liwTX8G zD7=@z(ADSk8#EeV-kx{Vp$}>efZ)X(MDycki|@CN#gfF`WJ;LDQ@t*Bc8Py#5pSZ^ z@#I%1^0DFK?_&*=;Zj>vDe2Vd;rzhOq7W5DKY@f@hX(vOsspf{(S+EOKqbiU zsln=|41nKU04q1#2@4Eyvr+C4KUG`U4?)A(>U;CQ3%#j{ABYM>p@_v~cR{|2-_(D- zAL~M)KIf+*^rl+F{>^x?fI3?8$24CyVC>dg9K=qS@4L5TaKE)fX#T5DZAC2v+`4xPAge za)pF-s*R|$IkROueWe$Y*P}1&9Ak`D>An4mfryzvrHE3Eiz8giPp$otNRE;5Dac5P~D8+aq-u3rB;uUO+G zy{cFA$|b~JZ8@D=@zcfakFhFoY&zGS_y_{JZ1`n_URJvp={lD0PHy^3v&2r=gAsJn zE~Xs6%k9GAh~ZUCPt-kqY#n83HWX9MKy&~k4T8RW1FnI$!HYF52PV+A@F4!=^3$_Mo2L@?5Wxv5w3$QYo7xr zE_~Jnx|hha+H5y(dTnnOb}Fup+hfq-4zhDp4ejD!rfO-YyA8)8Ny4Fdulxhjd;rJX zyrvQ)lJ~k-a}>GC+^!emT=ml4NO5bj7&{%P#2xk`xKe28Pcd|>po9w2BAU5&M`%Ra z%g=M|x_`Cy9^$&F${dIg{+}g>L)ge{gk+_glyise!RLj>>wfSQyt@&q`WWHIK?*kj z(UHtXoVrx<7oR&yG@7M3HY!}sSBI2ZXbGxwyLXLXeKF}mL>TkRMy%Irqx@!3YiMT4 z??1Ko9no@6F7K(T&WfO{y{rCe&|N&Z?w9Aw)lu`%)QeX!^Vt3{BT%795lx`7XQ)#) z*^+!hp~$h=eO%3`>A1AOpZQbY@_UB2r2LQM?lfQWBKE_%mQ1exktu*y_ z<@~I`;pb~AJN8f&$2PKqGH8T4@%+^DQ-{^<3 zXkdO$kYVS?M0)9tRB{%Q5X819%@!}^YMhr1^0~W@TJGn(w4CKQ^{&^{=GXU#@LnA8x2BKXvU&Fh_u4U!HM>xi}-t&6&+h^uU$kU|psXX)skk2r+Bwv`)q?v~Zwmg7v}mspWJMrowlOj+NH6=-%uEAo+~1fv$+kICs(<(79cV@CGAqi;r2 zm)RZs#2Z>@Bm0^!=UP`e<+ZmQ%wA`q5;=H!HH$Yw__b1daDLfj3(cQiWKkjkNv(fA ze93a_tynkPU%#EZ!-Ij=pN=2A6~h!9#Cw@p;!n zL9!&U#SlcbFN5>bxzT94xwO^3`(W*w)5K+z^}B+(zk#0wTltTI)#Yeb!~j#gTGN=AJgwWra0Ec7UxpYJY7wXhvI=zMxu1y+-ZxEC{msqg!ehh^kw!r^}GkCx0o zmOlIC%ttvms7Z$Qg-A8r{rUd9@n^Y=-%sU|LcfN`10q&Fd11Ycf@>5MY8af zvb8(vxXdr6PMP(2CKskitmkQ#tIvk?2vqdpS~w5N(o`LwTuP!DPJqM?J6}%@(iuM) zt}i2g%uAFyq~YlXluY5>>l$Z9&Njz@wX>?%>BYj(pHR|l{7fj9^6z6QDuLT2@WpwEo_>|Ms`eluO(y)nqo*M zXxQ>mG{FjjF%UJJ?>k_Aem+tA%I5d(qWwT9^njMEJ+-%EacjwkkWV?7&j{NZf*;0~@g!`IJh9O{cE`bkIdJIW>Rb^DZH5E)PdYgJJjT znt_V%33YE>IE(@9qh=r2pwbkoPSLoMU@rcvimPQ=;Z^S>c&G`MkZ|jHm60`x1rCte z|BnTx9w$tvpMFH(a*A8&dfJXAAcgDZ5S35bgHa-3iZRVMR;y_|CL>WUE~L?kP8;M? z1bEQLAz*wQi10m%1o5<9hDS1_TMw#afaNGxOo*{ZEcNv2xPY~TxMNDj0Cg! zjutQ&GRnUGc`$ii`qaN-N{Kc7^G_=HMg%_VcSSQ}n8xc-pB>Ch&F_6$yb-a~^Mt%W z_Te$R9L}2|ru!~fk83GU5P>e0^&9CbUmQ#|fG0bYBK36L@f{%2CjaOOLxr^zfEu)7 zqHiZL;O}4C{fTczcU1cA7^y&j^r7bfaA}VE1epox>LTZU&-lNA*`qQ+u$_) z&EW?o*AGV8RT&VX0hPCGo?-yjsN_eN?8I#g+YIhqrTrB;$KtNA$B389ET+Zuw}^ zM+swi?vMHiZJPx#38`Q%Jdpm)N~XV#5FI!fo53-K8C8MAhtNC81-?oJ^JBY09VZ&< zOK7UC%5`4TOmU4}HZ_`}F+oWP86`dpJz)$XOLnV2r;BAwGK z)NQ+0K-?42ubVib3*K}q|Ln;@m|-)BF8N6>#(`v4#-?}B`IDqyWrdFCt3-a5JbJEB z#=sw@dpjJiZ~j^H)&iSh3s4;E`ctal(YM@9pT~nQ$FXcN3^yNc#cH(94q&A{wpb#L9@Y1_42>*2>EHf*`IHryR|7$GFj@OAjJDkA ztCCeZI;<3;RsL0?leQqE$3dunDnOOyA*`yjP=WOd#l~CuYDp| zsec(|w!|R-UO)Z%<}=F6%|HOe-}zDwE4TW7IH8npvnsaA_#nZfpy=F5lKaH{dTIZ_ zFBWdlpM&s~e7kYOY6m}#nK(U&)o$Z6K&|c)H8e*5(p4QRdb~k;7K?=yrX=o2gIj>vaw8ult|X~iTyyKUHwUSSpt9vEAD&#zb3wNOH|29Cw5+n~ z#vVu9jo!L|GsbTT0pB~5b+#{PqMMWY!I~|fbW=Q3Xx2*J?N#di`!BHm5n(_V&w?p zCtykg6U)soamL>+?$5aGod%@Tjh<@*2B@T;#wEqpL4K@KH4ko(%IZZ=!eQUBP z=9!C-;*tNw@NPVu41TA5R5b}LHl(hMI_O_P%Nb82e%uT=`t=W60H3kAr*7zCtbpVnp2_@6Qp9(uu}U3>MRU=erkk;?H@i zw9pJEs6KX`WA)N#F@j9fN8Z34yj4BFj2Q*}={C)G%&6Ena7pU;GAAMJ4rnxg0zMdX z{^B2uS~3VX8-K^B?km#@NVK53rU@-BN=JNH_~LBUGq2OEYyI2$vz4kJCv@3}Jl9V) z0Rj^2gnI$~lVD+&e42E${l%&5@5ZXmRgL!rfuX?fpxF-TE7J(VRsfk3zv^UD)&bXf zhYoyuBg`jcyjaDf4Fr$|PP*jN1d(h;J>@B1-w9X0 zZ9j@Z+k%N+jE-#C7t@jXON;E}XZ`kuEa)KJ1H%XiUeWZsYID(!>I$0ScS}WhH6JD1 zP`y2WatyZ|9Njpu{XNkju*PujoR@JvmBZgb0z8C}d=I)5Nt7^+=VyeMMsHjm@f6h< z_|o@^o*a=#_Z1Cl0L&8?3C>y^Er=17+kNey@csU=SS|O>`~Q{p<1J@AO zRHk&3IrA*yDw&5UR1!im4^d<~DI$eTnaP|=5*aews8GrfjY2}EA~F^3@AO^k{r6q( z`n~6md)GO8pJ$Kf+56eg@acZTtw6o;(D_K$HBST`q0_F3%5PiHIe+$uQMA*iJ_j22 z=po6Dqt*QP6mTD!uI*+cc6^pOMr55Uz%M-LuzYaWGidLY=j74c4fdDJlvh}$;_^=` zG0Pciy8IM*k$L`6Cy(Cu4s942jnd?4G-^3;LM(bs{GG%Dc^>s=y|WxNHDy3=e!&d5 z%}|4*EX-I|(T@pt#2!ofS(R{J2i2Dju9JI@A7J%n!F1y|n|pQJff)+@4c^b02Os=w zmtkD$ucs^~9KBj&c|Pmep}b6IRq6M3jvVBLJ#uVoyc1J$PRt9*8x?A=jz=7+Ot~l( zk9G^zIIdgW3I#tL3>CndL5U1x;F@wIDnB8lGaMXDz8N(!%wN(pL?+eo^#ZtO!r<6` zaTkuv%@8>7?SAEZi}a2Xal`luU0Qr?ipXhvs$B=$SofUDghpB1Au5fn5{XESc)!fQ zudNKyoGV@hOfOqy6V6#WnLWP20P>HpnRX4YEtNZ!_2r@0tvs5-E+#>_CsxBJd-*9| zI6^w16cMr!Lk8}NZ=T3@Hcmcw=D}caW@dPXYONmux|`mBBRhQL@DAB;U#BD4HAx{& zo%rzp6!VX@NjW+)9*2@%YcmxHbog`Uv9o#A3mH`PqaEUPGLLS2J`}2$NNZK8(R`S^ ze24$)bdhFXt$=a9=jyxC>a^b;cf40@;9MRL>;qa-N%3}2a_GBTqcnH@=fzc>#zthP zKl>Kf19@wnvru#0Hue)9o3RVR=eY`gjF@p+Z{5^lU3Qlz23u}16KSL z^Jzjo>k;wiy+szk4bSJ{0|a*JF&wmpd|I%LeB{OWVtVr zF2qbgQ&ckCe!Ra!dz*01Dn1K~1J;BC-PAk~u}x=RmZ3T~)tm;yh2#F;GOeo3Aw)|3 zHpdB+lK7I-vA-tl+b%;E>Aa7pR4&Y6(nhubJzkU@r^Cq!@&vkh06tA zVsPQ7XaQcXtFkiN3umR(5eNx9514}2F^Z^G>aaH0os^!@aOzFJI-B!BBe6e`r1J=> zeCY)jyxiwjm!8OgkuiD5wxD;@PP*;Qv8`5i;Wi1!B>gX{)PVLF*OIb{BD!AajBTU53C}%|R;8kcR!Ds|(~YZ$vgxzHWCm99)Ov|NUtZ$?CKsBApM$=wCiHxo}b$_vj5RPW)NG2N=&oUQ` z`OIY05_%&PhdWW`;2`QM;9-N!>Z5+$NLD#-$3ch&4x z#FdTd{IXjv3>AiLr`J=3WuIPh;vv(+o zyNhl92LKZklW>P#p*C7eTzmzZ*Ua3j9(s>zHI;A8X817D_?@=P#}?fs9GiKP(Y+6E zI(K1xkpKCa=oham?e7{aFS^y8cvGGdGI7W`a0s@lFX(9cv{89!nHqX3$=f?Pz zJQFdo)fqZQCCTY|A;0gXWrg}5a3AanoPA%~M-OB1dt{p{JdK|k>| z878RF{mdZVNn)S&WY6vJuWix%TdzHSb|qhXJeBWt&4zC?u@0VM{I0Tow z!vYx`Ww+ZhWLRtU+CR&Gf=~t$A~VFQwUR{5VmJMi7ux67WZqr5Y_4=}Rj-xHDBPv8 z56?atj`42PhPK~AMeF=f_&WyL%CkLBWb9c2&g5?2O*cE*g;wq_Y5!XrCJe#qzsw4_ zDBZ6-{H;NF^Ua>x2kXu?oO-S|`Gg)-7cj{kHlzRc-4nNbLTZrLy8md^0>KYIg_Q5+G01Goto$q%u6amKT@vK*cWcRNAG3BFRH@ zYadtZnU?~yiOtO;&wV!8J9#7;N%Gr3?7lZ$4TFbUINS3|=P@{**?xgQ718%>(Fl`= zvy$bjFFYIZ%|_ft!-EYkBeZWc(z)Z5Ki&T!3-u&Dorz+)eaRU^$|X!9?Hkf} zS^daY<~|t5iHv=APZ2s>HS(*ru~>)0qGa`NyXge7oV;^M8CMT9>+EGF)PniP0wP4R z26=-@j^4ua*aivl+GE!vb5BjteYCG2Da>r|#k%B+$2$_@K^eoa|2SD<0{-RI6B~}; zFkg+JAvAd|6D*=)jitVUwRV{Ot=%ItQ!M+AC^-DR+2^eqH}X8);R=x>u2>*XnW=$5 z`(!9c0Ie7nkicIFIXUJu-HKM63-FL8doDgGhPr>Y2kWn4ya|yg&g@tt4R`cwe z7{*(0QM|Tzgmu&;d=?KckoFvDtiCL|Z?2xfeQXMpTT*d2`*ExLaf|Tx6;{XJAuOW> z=QkJg#WVZvTqVFl@PPsja(6fGFPz-VI?_#O^##F+OBV(HP%P^?4p>U5Jo;%Nt;KU+ z=>QIb>zy_Yc2c^#6z9P-c>QV?ti0I4ZE_!I*Bj`wCg$V>4SxT;H1XUu}f*%uALP?p$ibHc7C(!Wq{V;P*bmSDlYU#=5VdcIRxwzB>`i8 z8IlIfiA&?DD9xo~zVwLhp5fjyi&x1%%eo(5G8mgq@;=h)cI><2yY38jlAmviIeM1J zx`b+j+7~31cq8_<#mGapsh^LX2KCZ+-o4hX#(_2MOM?`c;;(2NzrS65n_tDfb<-ss z%<*MA@0lm&?17Qmi7HHSr!%~YJw*Tw4ZtwSz{zHaj}~Qn3#M=yvs*LqAv6*WXb#d5j8wy)hpKrRCX{40=QqZlOfuzORJN&k9wRj7 zIDGaH@0B4XyF?fr(?;Me>LhDZ$?Dg20jif5)*l!bikvZcHQK++@5co#4!7};-#jPU zkC+AAA!+SKU?`pi&Jy5Ulp@vY;@ZY)Y`J0khsI@kKPCA7K%DrDYFAo;9AzM@Y$mEa zH9geY1pL@Dh@f;u3N1XBPk-}PJ8+wWs<3FPTM^}=qyo|nlm zDtm=0PR+<3^!RE3-abR$>Bp^_37{6$%6(^YZ{maIR&#i_nr*p%Oaswlz6z}$p4{45 zdx^qaU|(Bx*5r%o99z_z7}eVgS%5u+=|Z*`c#Pz#(Zc ziuHK!+e|{$dslZ^C1$~&gkK+x%Q^vy7*V1P(teKutP)c*1;Nzwe=nWrU&vowH91EDpU;y+3j6-$r14UJuql};&a)J>ki7&SK&` zqWdF?vLdW&afXvB$Qjr9JwDB3*Pvr94qD7l^H92PL<^x7Jg=|q65Z108A!hUUHw#P zc1p3h5)-A1(0ALOa8gC@>W|e3LT8l#3HAeAW*Ysn0|^&fOkf)MeCMqF_W`NjH+NdI zTqLHz>08~qsRhKFN6$BoJ75C?mt5?SVUO6?tcxpGZpvQ;sji%jTN*vfl0ky;dCv?XRZmqu; zLdEhopOm~#Of5Fo47{a2eCd?IOzazeyZ+-}KmMo%2?S2wW`xltG1_w-Yw-Fk>ptw& z^4<4{qSgJ{v2>~Fv;ZT$!qWJCryBH9eYjEqu3O^a9niWr{t6eI{Op;fmaS>j#B33D zz5S&>=aRo(%EJ{ii>SMTSk@P{R4(X#{r&~SE0-OAv@X>fq`Q+t)N5_GS@h9vF(jvY zXFhQyrUzR;P`MONTZGnq3}=R7=vO$I=?c=p=@;EbrMM2;m7^{7VO`$1sqMrUH_n@W z$D~mXGVL(o7&dLngM3!=>4!3Qs_lE7!NpU$60q;w%Ig?kCdX!%gfA%_-Fr_m0*Z~t zrX>29iJT3gdQ67)4Jq z4y~VhyK@ushJX*8pCS$6<9hx9Nh9aA*oq?UdZ!wF0(xP<2J^HbEjck=Vy2PZHN%$b zXUm2IpE{n#A}Xe35R%dY(;M}UUR91#{JqlM;XNU4AOgV#0hh30W%a=eF4mjLbrHUF z)p-#v1~?r5;qS@Sf5=F0jOrl%J4SPGs7?o1ldMj&lFz)T_9OJxwWO`@mGhX&>-^Mn zIrw5vWZ`m5PuR#SchjKfYOlJw_k$Ko7C0qHne-mH0@GG+UAa>N5g`l;M77$n#1G@_sEu=D|gkc6!p~Ku2xCAtFLH! zRJ87+(U*=PG)d^bELz31kmpyF#)fY(jIf<}ApUowRRk?5wKUw>Z{ft#!Bn>*0W`bh zfJ+LH!DB))MTR(h#@FXMn9gwqAD3{C)tt5?zmh0ZFbp^0jGisMdxbAP`m4851I-oW z3``rw>!bLB;xUA`l>OE>O3;C|P}E)LDyi0s#<8Q;zA>JFYf z&>)spJP2Cqrhim&3(yWAD zXU$Y3Rd*KM`{LBUDf_PUfH;vCqd;SYs)rfgL~3S{VDq6|xmEY%A0APEr(RdYE+oMk zl?du5SSK&A1z)F!JmP<`WgGYIC;pu8D&?fZTiFxF>j`I=7k+IE1vI;>5?Q%q@U~}d zwAIhNV-zk++pAz+MJ6rj!H95m+u>)(ZWnXNz2h7mftmfivg8%CFDC0K|ZFfe=pQzY(-jjbC_Zw%ry-?T959{5$w&Qmn zcR19k}J+l9ztUVuk!`ne?e9lLe7+eGK9kBM5>j${n8 zS6$&d)t&^D4g6k~-C|}?{%-&NtB1!Qk!RQ!Qa+FSAIYqY?_X6<;M)08(-Mtr6Q($x zRmhS>D4&@xN`w~18oK0GHu584BA%X`Atp6y{(0Z6EuQ_^lw7#9n>y;|e~!hG-?;bS zwAL=SP2(Tu^*t{qc9SJTtHp#9pPB{}u~y{n-g4kV87pMW4w*W4?1xLD+WQ}(Q^ zE(6G6=g_0ySNKNpanmvQTCIkV`K#_r1(NoHHxcR@<_5vrn27|7xV;OsXbauP_n_~) zrHv5jlrCQ)F`LWvCW%_rivypCFZcz+sLC15Vq9|rck-*Wjh|%0HnEr0bJO=;_s9rX zRNPz16h-AFqg7zxa&u^xr2wf7hOAlk4qDYYv@z%;J(QO|e&Xeu?5bBxlUv_AM@@4~ z6^%i&t%lC-zJ1T`hgDOBr+)DF9687^y8CDmo?oWCMUUy`4F8Y6of19v?#t_kS(-Wj zMrYcJz3vfMIT+u)ZR3I!^B0mR_$8G!U3CG5(|3zXM!YPHk|i2#l0;PRXGiU8zFXmO zb=K|se9hR>YI}>kKm^ZfWQeQc72gGiJ16X#OYGvp4s3&=vHhh?eiR#lqLk7jzbiaH zS;aiF->gUolkvyy3(WZY=HASEp@x=-ZZ+ki0Bv6ei)_9E102p z(H+-@xotdiJ-A*tnMCgRaQ)&-{ps|J^SU9JY(@12SBnpI)n5WFlPFS-0Q(nm}f z^MB}I}VE|^{Zd@Cf}r#`FD0fRoQ!X(M3>ivY{d(7+(OIDaF@o$Sq zX@`_v0qsCD5j=O=sMDQTyUdOFD{VuIZroYY`VyV4-|mf$7St`#aR_LcH_Y}#+MW5A z&7G~|!*`ba^`#iK?uNo&+RJ=U3^cw|^ek5c*3*l3xU8 z7!|_yVZjB}W>&ikchm&5kpez_vN?LoXU*cF=%IPZ#%P!f!C)Wj{uz|S)N z`$6?A2eUIXbWWRZ+cxmniz~a&3^R{sTkIu}*hP=qjMeE38C?@5dDVU$_GtaezVoe9 zb1HNHm!B)Axw7Etp}evr1W@r}oIuQMP&a*amw93N`;VQ8-f#PERFOzISA+n9wT+EK z7uK0ux)g7pavC#ptqZ)`LLB8%gi$iKVH=$`Od1!vw$6XIiFf$S<_G0#KYzUvl^z1>Hvzf~ynWu|2Vv~KQMsHmKTUP}yD^N4U1(u%o zxkdVV#dn$DlQ_`^=AiU9Kf-{D5zk1}(=|OzIjaJ)0;`LZZX2==4%|xEO zqph?DcTDxkn7_8gIxY6UE|A7W@p-Uy$3nVHZ19!W+CwEfmrM5|j_kc^D?eQgym^^v zRpHyWCvc042va%rQIdVN-i&N^cY^rTUmb(J`fuI8CtH@`gXice!T7z}g83{_2X=r~ zpy{o}tb1QGUI<$}q8o47{>at-JD>qt2t~pLMt6R8S!_&o=4TxAR$Q+N_%i+{zu}U7H1G* zf$tDjU`p9yX;89A&Va;toF~J&ZT#!gllNNCGR}X>c;=-iB(z6rBWZ`?nTrFl?O$4( z@ZBrVy)s1ax_B;&9`h9M#_2ms;I6n0G^KJpI5Lf`5#X8>kj*SNY%-$Hnd2bM<`k^k`Qbs9+t%6X?yON^UZnJqZ&bb z?|=TG>#*G()1n{{mLlh3dOqK#S)X+#l<$#WL;w2)EP5z2dAGtne9VQTk5c`!ZT2wu zB-N!J%2F?R@Z4OC8xaszEwuT$Oj@cgC*19$2mSKW4-ee4JDq-%ei>? z101|!NZY|>FRxdjWy)i{rF&8$9>iMGNH-O*QOf^z^i-Ynj)aX!y~iVY_t)j5?)qNx zrjcHMlY&MV-I4v$q}?a$&E13)evUNmCmp@Mw_KxVZT_g<%iX}v$()?nKr2;x!gr#@ z-~N^44YT1Vx-Jc}{1^P5>rUHg>_9kyBBHOr2trn`m-6N-Ccf$zcPMjZ3Y{pa^|lM& zGXNC57)#nh??^a067NyMQR4ha;zHuMPz>3(}XW{nm*PUs_hlw*Xc!R1o==p4N5ij+0O*NhsPgZxjc8~!T(+9?Ml_9rk}(qi;BP^S9V zIFWZpuj*`gS!?W7aZG)-h)G~+s3^x2&N7I4&na-2v!E6^U13ph|xD<4?X z;I1=Oo6hx|0jQ)T4DuP#A|b{|^6f2eNRR_B$T;v{ihso^Ot|sF3|1i4Y6m7wuQm<> zdGZUsHwzF!{AqF>Ry782K*%K#5z&C8<7r)yk<}lt9%JZKE+LT|=XtOyX&7T4#>XcY zzQvs8C82VSyZ`upV0Lj+yz{%>j>wRY7rX#N$YBv?z+yP~6RA7qQKV%Gf{E0`rhB4T zh$%)iJ{HIDA^UhCOrK^1N8dB!VEKX#Xd#R=IqJUgI0^-oF{1r8nghs@Mr8NG(VGNP z)gH#!eQ}~x^pP7?3kwRRSpD4U0nU1HH#vq8bIZFff|(EU zQ}EHADCVY@X@K3SQ1z=BNEq5-l?t34Unf$S$OY0c4t>T=CouB?(4}7gDkx90WJ7mB zBPKoxZbO)H1vi4(5p@Ovg%qoM55Wy6V((6V#C*$mshpHY^$es@7Sw6%*8w)n!_TqQ zp9MzM8L6D)@Mk<{05BwPaakguyQ!sEpZjGH$_WLD_1yrein+Lg%zs1>n$}~$+@Qb< za~@>_s*D-ZpSYWfX`;HFSpXZ|OIY@LB2E1^9uB`UwWI}p3^bs9KZAwBsbx=e{WT6jRC3P8Xs| zml_Tk2*R|H$d%&a68)J*I`N$*{&CTlD{gn(aT-%tdI}Q^M+VtltCc;1Z(+q3|!tj<^9f# zIK;6D;N7N~IDDNZU_~-fJ7ykxzhFUsg~{slNr=Pjuc4evrYz{T8@y1-hdv1=qIp}K zFAH|lT2#jNq8GP_Ig8Ar8!X&5pnk6!LnYjX4C_a@>;yyUi^N{6$8!`9-@(3ZJWakI z1GJU|pM&wJh)^?bN>B~h#<5VP$vDT$q9@=ek#^%ON76H;vpjwy5qm()@iYUCVb3;X zUw08;CMcbZ1Aed-r174v@HE}hJjxVxe5qTUIJtqZ6X`06a52~lY+Q?e&*-8ch=|?zP!v2G) zP%iJrK&`dWp>tn$=QtdE{0S4jp z9!47Tk{&zCyf%T1F3aO;&BwV=BaFf+#8CYNaY)k#=Bgxr;T?D9K-jk)xGuj9(Z99p zcs7Wp>pCET3H+cbkM;R=yM0Mvhi`PZ5PTMU|E?eul{0K9C=f50!aXIh}DWD7?bT%Gs*L#KNPZ`bf2E#9 z{0g=q?@FYP*CE4~T5w6h!|`Y!j(m6rve54jQ~O3guW3VXIF0kl85sLN-;Ns^`QgcB zZqg-eX~>IOqO;45jd^EE2hSY+x{Ecl_~7>M=s8J@Wj1}s;@f{mjfAmP#aBj`dgUe_ zdIfPcjE0;_0HORa{_lY_#*j#hoAg_PfPT?%Y>i9~#=(aZWh&JE0gSyA;AzV50BNkl zcw*8sGKHpNgchP*6hZ@o5~_*+6%_OV2UFcJ^3kAtIy(Wqz=kMVoF+omF8Cxz zE$zyL0fcrL6Oqg+cVdg+sM)98lowq)k>A+UcZf?tvDJBi2OdG8hf7wD4O;GENN zhoe-(IUPfr@kqvC*+88mf~hH^g2?-tK!`hSH+8m`i9cj1^p(3mZf|HF#XqPm5dPmSk}OA z7bONjw>IiHAJLDcWt|_s@{Q%EwiSgQx`&>&9=A-d$1lH!B0rJU=KTC&msN)O*B_5Q zz1rB>Tz2ijV(f4g;Eqs_VF-1~8ht?|~dEd$fCgU-yra%302 z(>_c+Y?%C@Rw3uPXOQV_1@1Aa;1)X{%My*b?x2x>FIa4K%tT^gT|JNdR9^TyZojte z*ThBpjZ1$*{-x@qjI7>WpY09aa1K#nJnUsMylS27YLuR<8=9*m<~f^{>SmokF(=IO zkuo^Jm(kHU!I77+_Q%ILyW;jPEkVVCqd`0_DLU&Z^b6w;bn;rw7w13Wm#{8)Z06B8 z9x*AsCSlZICcV11jN%X&?r+zJQW*0n4ssw#=d)txOzuP?%*>oe;CmiJIyxMDS`!_@8_Z8HID>(o5eE6jp^9cR< z`T9%?V`%Y>mDS-FZz<=4-cFtPcq~0x z>81aQOrm@4DgR%SsbCKEqx?r_oc@XQzb8}CCL~DukIs6lYSjM+of^iggnx9Rwpv%B gnf{~rfB6X}eBQZi{`R93*S}0ghs^aV4>(5s4_8Ql&j0`b literal 0 HcmV?d00001