From 12e89d0a576fe45c854030720fe26f01931876a4 Mon Sep 17 00:00:00 2001 From: pryn-kb Date: Fri, 30 Aug 2024 12:45:13 +0200 Subject: [PATCH] jupyterlab --- .../.doctrees/docs/howto/jupyterlab.doctree | Bin 42452 -> 42606 bytes _build/.doctrees/environment.pickle | Bin 1960577 -> 1961105 bytes .../html/_sources/docs/howto/jupyterlab.ipynb | 14 +++++++------- _build/html/docs/howto/jupyterlab.html | 13 +++++-------- _build/html/searchindex.js | 2 +- .../docs/howto/jupyterlab.ipynb | 14 +++++++------- .../jupyterlab-checkpoint.ipynb | 14 +++++++------- docs/howto/jupyterlab.ipynb | 14 +++++++------- 8 files changed, 34 insertions(+), 37 deletions(-) diff --git a/_build/.doctrees/docs/howto/jupyterlab.doctree b/_build/.doctrees/docs/howto/jupyterlab.doctree index 033278c9699b71d4786ad21868fa1530a6c690d8..31ed1fc338436b72f950f84d36e39c4f26245570 100644 GIT binary patch delta 1447 zcmbVLTTByK819*FwJ=2~60%j$L%l(Fxr~azhz4SO0K6okh(=e3GVZjNnc7ad1}vzx zNI{#w$R%Q^s8L_kOk(swvnKk4i7{bc_7QX+H}c?Sv%86&Gj%97UJ_rQ$)dso8(rhxDe*HXG4FN6(*|FF}pxTOk8|4CgwyI#?*$+W5&ubE@g}vlb{RN1L{=p zDuU{e9d-?rvN_sK%{q0mcQs;iS%_BKHZ0LXI5kOX_*|?f))gxdSGZThsSAbh_LLcF z&ax;M>dzkdmBWBrNlHJeYqRtwrPRZ{@Do%Ia^D#w6GAP0 zgqKTEH$4#G@r5!P;<{~+(Z3c&wIsidm_JS8?O&H*RiMewGqNIwD1$fw;}I6_hSO$coS?%O^jbWf&XqnsrD`8{CALXPPhjR(}1WZqm1CNynzN zQfRYZUSzG$Sc5^#6^(&LF{fdSD1|EnC$i=zd0wu1_)?LkiPrik%A%*F-9M>sqt_Ah zkERsvLKS+iC(j5a+d=S>ScuZN?jPZ0%!aHm2Ssqa{|8t;#8P1WkdJ<7@~I&fz0;C2 zmva!qS?El|#^If)oZRBz&M=EOcrZLcp+pDG&_0rfYV@R*aPn;qrbo6Ce&%QeQ*42% zkV9=7{oROese8s}jd@$jbpwrC$Ufl`8RkDN27@1ZGM51#Uxi*nPkbeM0~2w(>F;^u zk9a;o{*RX}pCz$~wN>^tIpu()6g9h~fFk%~?srgo&9SJ9!0tBayvFbJ)2){*fk>Lf zHw#L;m+;76=%%DTcZrFvOEc)2sjW&H-P3!00WqI4+aQ0k0(s$=$$!xUICTBCX)|F` YwfT!yxHpnLa8e%B-rz{xT{jMX09bMd$p8QV delta 1148 zcmZ`&T}V@57~Z>S>5gVYGmn4FtaS4yr$}a^4NNr&Sg<}(S@Z%Al-B&A#_pJh$2F)?>jpDL2q8(^FGh_e9!ZJ-&tLdFTIod zxBCyzPtW>mn^n#wt+tpmTDTguforNVR-(T74SI9K&}vhmyGVIFcn9nf4wkuuaOcjc zxX^M#p$t?f)^ZgW4VqLm+M@7%TPyxhGHhue$Yffr-eNX2a!tItkmt;n241VhHT!QY zx2I|j@5X$)>;}YX`vf2x8i#2olp&?8B%Cks6?chq(cKXba+bltA~s9qo2q@3|ws?zup14N_pUX?tdJ;kJQ0*xDZ;KJ3o` z`J$A*Fk(Nx?*#TIY@NcAbU8N%m_v(SPGsS^~0Agh63|02LO6US*#jnA(FtlV8@mUVayFTP$HGz z2CR$qBYKc$Z%8jbDggbabO>Z)$*7xD?`R&m1Kn5->5XG&DVZMqr!hu;ItZ6jG@|P9 zM+MA^U&cQx*sOHlktoiPej`13ZQrrX6M<__W8oV{d17G|vpvV)ADL#6$%rQtzT$!> z0@iWGqdnjVlF6#=cw~|*u+i2^ip3ddb34S?*k2+%vu1xDlx}(po{0C0Pnr;99 diff --git a/_build/.doctrees/environment.pickle b/_build/.doctrees/environment.pickle index bdba88f914b6168c3a5eb36d5d8a41eab688e680..a01e8bf8667f253f36f2df596c2d6702c72d61fa 100644 GIT binary patch literal 1961105 zcmeFa378zoRW7Q%)vbLW&6=apj9NXaYV9+lSv8tX(^Ah^(k!;5DbA0Vk=VvAUmGxHu`xErHa0LAV`E=z?&Gq2ACK+53p~K%g$D)7uFrg@<`>@7@JtIct5C|AkWYqp&$)SBLU38PUj6qBiHx}GlUh2OB)*z&L&o`|O>gm2u3dAR$ek`1>|(VxQ*L?-A3c1c=`E?w)bka5E=gsm@TNDI zlx4Whdh-|}+*+23%MT9chw{tv%kwMpD@9DUQl2PGHoXOZ?Q>1<8d)1zWrk5qbJS)TRcaLL1ym_jZj>^1tx%q9 z+TPM)x;)uPPok^^HY%~aj6Qc$vX0~4%DP>u5+IlRopJg4(IbUSEnS-#eWaEy+0&KU zlsoz)cW-h+g^WIpmJ<3$_at}i8U?|O3JTy)w@|ke)pT|WCA*`tfoT%oeMju1(tYd$*)Apo^(3_l-UEp!JZ5yk|6h zA2>#qkRq0;6(;j2YaVzx_`Ku|oE2T)%pdRuYIf01yEeTq1_h^Q=xvbSQWK>*M9s2d zC7UkVDeyk=sy86M-DcXm23+5$*(pV&sfj|-E`#R4R_AM#O8r9eyo$SU9vpU|=~-w1 z=)Rsx7mJnY)I{UuFP}-(Yw5BJGG=*j$-7?rPN7AUHQRMl*<#vtZMS*J8!Dw;VtfcF z5@waGI||mVf&Esvl}0UVr`*QGMByAu%tgtXOEMKO>a|9;jtb|f0+4*k6672UlmrQs zCCNf{1~2*X2E>N|WS6s*9Py$z*r-n=?o2=!0GNF)TWsWPVmcBgLWr#&84(at*}R>d zs#Z`b$eqFDL&qVCD>a~H@I)Tm?Iv?5WtHu%E|ep1yagj8!0qy!J&}e;NYyGu8{KeC zI+p{s%2`4Z%B_LR@;2e)qPLpjN|js#-9+f8u(c#gDj6cT6q42o9C}kUH09>e4+0=+ zyChdBr3(->Hy}?bHGy6%SL${Oq-mo}!Yu@Yjb2#J83p}PudJ-jOtPp=x%C;;86yUd zZB1`&9+X%lYV=73c$W z8nq(8FD)19)k1b^hEOQqQy6iGUQn0yW)S*e5(5e%mSCKqQTL*^PQ0aDJBv3ASXGSq zWAnWgGJK*^E2Znq3U6=#=#)nalSvL*Tu*1H6PKQ#Uk(}qE7*w) z_#eaV(2;^$M>kMR!@HrBK36EAa2hMq#AB&qp^S%JoP!l#gwBMVE;^w8d;`SF^sjxU z(z4MDpMMBVTCYb*PIehRgGySlq+8&mK|M=ZA0oYp6qSYOy{5N_1&EDy3xZ8y6wasJ zf(waIME&xWVvcfvN$hGPLoJ}ew)yA-OIhuk=M8bVR3jGA2iPPCOX-Zj!G#=}S(qr; z7%K)E<*9OI8WmZ_aW3Qygl_&l-ctT<6ms+-%E(qwdULz{nnaw9ua%q-B+oLNo4ZN` zRfw!1$2n|ezFsP(vXH)hkf@~+fPU}_&JFP*$#0>o8-+mSyXg4|Tnt92tnG;c!E-6_ z4j2OHTF+2GOd=>XUC0qF&y)3KMh4pu$rj2)VNFj|5u}h}ZbnI~83^>YY^}iZgpeTu zrC!#6G^W5coN~HWAW9|)3V1^pjteh`{+2G%2en^xQ-0W66?`gv3&PD$qV*cmx^}vj z&8ITyT1t#J>yC4XRnHe(i?pd^GKu;Z(~#;&$4alD!?h%GS>IxnbbRn@Fg1jp*+Zx4R1M35TN_g=m|V75;%4z-PxW<1us`s5sf0 zjY0pcEhMm;tkfo}3w66I{dO^@zP?i`KkKGr>j(xk;Wxp#}qw8csnp&lKQ zV68(e*}-XEmr3ETc`Nx5WbO zuu+kkKlswb_@Tt{gBFmWN~T(Xa8~ClCDK49iSl_ebJ1I#E|)7HCx`VY3rI>+T^wv`ZrkQn7ker1fZQqtiTFU7zNey-0nk6H`eH$tAT<{WMvgqKxJJnRiXX`zs& zH#OH2204Awr?#VhX@x6PS}ULc;s^AKRxQcP^W-Yo>F3#{ASiwN;xdS$9iE4HUx{*vly`vXE=}4`s&#)#- z(YI-N2_6c7N>*<0ycKi4bPakYhB{RB1}$kG^ClW>L43tR36>R3v0h8T>QBl&J4spB zX%Q}F=ULKKyfwMP*`z;DvY@zOj;*B>3N%j;o6o*tXx=+tBwT2f=oS=80m z1iIErTjNl z`}VsT&IO%d1i(VMY}W__cXMx#T8A*N%fM&|im=P*Tp~|PCrofWX}OTfQGo}dOlsZrhx~UatJMhglQBxP1%~Pr8AtGDJWgeq1{ZfR<&S5zEY=i z6ax}D%iHQy6a-z)DwM5Cqh4*)wQl5j=OI*7bR}AIh=ftOzJseTYX2n5Axg0W4FN0J z=c?$_iFDDmcUUBA2!cp;gai$BIQn;o>=+Rfgc4#NCedOhCYeH|E0J;t5(SX9Y}sLv z40))MeTXCo2PpzLizI9ksEU4~Z)U~2hq%Xp!iOr>v~96T%0gFLR16vyl!G`ax?GE} zy5+Hlk3F1##A@((yXAg{M38|-sxnm)wYd4_xEkw;9~0H)w0aZ#y0NZo%N7u?LROLW z00NFgKUW8o2ty8;8mKr1Pn@7SLScd^U0?#mmF;N=9u|4qo*Uj~-5%SU2;R1RI61O? z+ja&ES%Myw!f_UOhFGNz4U@|D2z1eEU>i_n2HLZQ(B`*$!f#R4{O=Yv{V}*(*y=w z>$cnU!ou|+_*y3k=-ix>yHA^-BV!}rt#b!xUTTYd?7;LSj zLiMz-q)R52;hj6I#4bVohDM;JgfakAW*`w$Qe}ZDIZ2f+S73EoCag*+AQsB)P+(XJ zqR1KnGoM(Mgqcj{P^Q%UA9_Oy2-&M(h7-$XfxQYPlG@Gly8Q1q@WnfbzxQ?_H+qQ&e=&VV#iuCNuV znNb!dex3`+c^WOV<)q;gn4%e+m>*@ZLMIJ<*UJeL=AdMU=eY?mDwkaHFGzDF1XUh0 zBQj8-h;adDZ;C9P_=Z`U5;!okGIG4T74ovVG7Kj)Q8`;nmhJjzxmp^PX&=}#YP$hVJu^x+KzQ?UJjrvxdH|ltU8MLlN5g% z@qTs;Otcap7Z8wR56!wL2ZFB>89&?tJM0WBm{KAY86B)pS*g4j!|I^GPYmx)~avfMCn3t(Yw|U4NL@Ly1)jq zO)8p=4QkP|0*=`H$Wup-SmOteK5X6d@X>>Zk34Yjp@)t=eEc}pcsB&Ogl_;Q$mtS@ z@yNmPN1rI^4&VB}IRH*U!c3^<5xlt+uA)7^Dy;3dOXKh$9#Bviv5;}9e zh>V&?L^zujgqeRq8A4#47EBfvtQhfvqX@>7hV@jU2$=hT3tG5(_MNadv-G3k>{jbI z@D8RIi*OofzgN7hMRc zls|t8jBQVoISktR`BUHr($rj9`Mq#n4leG6prBKEEP2-0_2#?}o3K*NO(-#VFVXD| zGZu1yEckw40P$AqVQ8nlBeUsx8%5`7wljYzX^n{D1xP8_NIWd11rY>-vj;(Dm0GPb z?Lt;a>R>w7MUbRg5w47Tt4Xl(Tu57Ey)Fn;>stQohb)3xJbNubO2dhuPyE!IP6 z(WQb=Sl412~r3R z@;$*D)}~0(Le><@6P1)Hj#jH+T^wvwfe}fwM#X5dW~p*^fQ(hqWvr9gb*NnsF%6V{ zjf%+DDp(cuy&?$x1hcN{OhN&aIxuo?;+0!&KZ8X(j+L4lVirLvz%y(e2a^MbuVb*< zpR+&KUz--W}251y4k_X!$87ZOvq7UG*0L_I=hvaZ07E;KRQ-e>< z@;aQD(zz53l|?Y;OIBj?6YJ&XLpdrb~(`i1zZzE%Unv~_U7+`79K?NG6i&lAY@7`G8<*klp7+1wAXQO zQ;?RIGq4URL>JVBAgV;GnOGqSoJTeWk(>`|xX@cyjW*ocC|1Kq^9AyLZR$nPkW20; zGVK~at%`s%S^yZxBu5wG59J+Nfu8|f5=hTwG@7d-K{$yyH7@`{p2vs-q_ZOyyGlX* zmSH>=!4J2L#iFy&*z{n1=-Qw!7D6znRe&3kB4US?Oy|HUyzG?B)hg8-yMwGT^1-nf z9J%5U*NR*9LgGicGo_s>IgyQ>JBOxslrPxb~pk8!_pkCz!^| zqND;gasV6;RsU&@#mh)jD5przK@;ICSS+T=)d+411JrNiSOibDMh3IxI!K6Iqn6gw z?i9`cNV#Cxia6XExP`Fy)g}(dutzhnDc2_()NeIMf#OrbFGmR3B`{(Z>riGF(Oe5O zz*8=iAd-_4lo+JQvq?bbO4Cp&hCeI?G~WygXYg`ZAX0`iC}x5z_65pVpCk_tp>Yrm za~}GHzUgxv+-d~sRD@fEOr#|aRAHsa0@_cNFaVNreGLbxK~gwvG6iA~+Q4x3 zrohA)i<)D<Jg599&?! zMU-fe9wpor<1*!7(BV10Xqd>9t2Bs=*bqU9cA_-$b8l|+79vuyh%fW+BiF5)jg9;QGHXB6< z)z`*sgmv(ZK`};*$a*HSn+1!qzy5T1>&Va1|78ty1fCNUX;-EDMta!+!v9{_2{K$xct+9yg!fy>EZw zpuPL)myhnXpUfR@?0?zJ;n96Bd(?etIdgky=i|jEN@Gtt_5IJj?5@WjpE`Iij6poR z5f*RYFb#cWrc{A`*zk^N6^)t-ACOF)kj-Q78`wR{WVLx{tM0B7sMv;gNWg-Jl3aiWYWp(=0r~YDGf^DdjP{ zZ(!tuzLsG(4`FZ|_LilK)9D!(6NfZe{gwu*+43YO-jO7(fTFBoFp^-!8Ji8*Wdly3 zLYGSkDh5#|#T!&Q7W6V4I}nIy$gUF@Jcr>(H&d;kAh;T%_#t@dLFb2RgRce&EMIq( zW^eD-_AXMeHYI0DsPFYgUS$O-6ah$_9PN>H0A7;L{u4;KQS%>`tmF!Cr# zJnr3~XOWr}8B`|3%;hvRGw}8SSYTkUSntC73apu)wq0^}WYZApL*a5H^|d20zR^A` zAYJUMpbt_DR&prm4@zmo{s^SA$+F?^9ROIdVGBBm*nA;(GAvFP;ol8Qw~Vf1a$GM| zd7>T)QkM7weqto>O+8c%jDv-($2X@monp`WP5F6B( zy-YpTm`H6!^kxUUnjpKGxv&f}3Bx8tKS&xKxJE^a@lUuevyKieMCMa=Qc`_k9pF6z z!q44sU=P@Ywz)y4gEqcNQnt8y`_>R6|0$l3}T{@A&Uaf1VomB6P4@^~w_Oeirnz{xHGkv|44qF!MS_$AO4u)6`hycDJnv47z4 z|HK~*O>F&wH4(D5hIIs3vFUw?r#LQ82ro9?*vvTRfd*`mB}6)}#5-Y;QL~ckwrl6E zQ6h<5TEonk-5g^(O~U65PqIS5?lK26F4i>aw)G%PCFJr1<@UcJ(M9JScyc|RcjE1m z^JDz{af)kECsC#AxJp$ZDeaEZVh&BpU`GR~=eQPWQHwRQ7UYxjB&Y7MWE*?=*w=cT z>JdvjP94=$2%E;c^HF-7!{c<*`3QbQ-Y8{7bG{IpvjyEnv;RhH_E@TnX8ufU=9V-Y z1@PM%fR;qGStD?t2WC>BDvh45k544}S);D;&d4XN^+KESqb>Rqtwljcwy#|j%KwUm z(gCMOLH$)MD3kqmHKX~ypyg}XH5+~Y-nlEqGiaek1k!11kYaZVUTg)j6JZGgG745} z7zjzr()v-bCrON*dxU{j3`D$xD*$_A0Cq1g_|_AcCMpL}x4#Z=)v73xzO5lC=1F>*Sy4f8=H_NqrE$L=W(0%)0!y{*ppl^ljViMTT z3u9O)fVLMTxF*Pb2kGZ(13;hM9#g3(T5i;u7xZ|GDo3;55}UnsgQ5_IV28%2%gPPRwpoB^sc$e+ z?@_7An2EW&mQWD4s=;2B5Qf`6$_{H{)|FQ$3bj(i?Qb) zlP;$LVT=!DeqYXeaDAiFfRjm(M?|xc@m7h66G%(AY||uy<{cCd=h<`3{NK#Y0Ta$R z%(`_h)!QbxvMXVW<4J)Bf9Y`IL%2HKHZ>tE;pM!p7{ z``F8e_WAm8`Oo{r{9^tKD(@G;?ouB7V*W$w^-K9LtJkmO|3STeJ^u~$`b{6!zvjQC z0>7RAj(Yv>MfLV?{@cIjzo!C!%@6z!UmX3X3UlaCF8^abKKwd53yiOY_)-;d7U>_0 z@!^A5qJIqNA4~D!4AMj3z_IB4W-VX~-hDu~P{dX(_Ex<66}XKewrR1$c+Vdou5h;F z)dw@e;i|~n>FWjcwF6&@7o7w?6n>l}KAcf{$hz*N_gz}RZhGIN1?;EyJG6iUcvtoH zoqu;L%eIPf?xrmFX!#D}{i5?K9ygo^^^ZgNxTInp;uspYa6V zMA%b!bDqY7Q#^wg2H`wQ;V)I;r|9dn`g)GOQtIm{ebFe)5Hj?YRbM&!vgMbDgC)qC zigAyfQ(>*=EEAMyQf0~0S3!L_^fjfviu6@dUuF8LsIMws#^y7?=jruEey!2#Vt#e; zD%xDfo72F9!>94Go!`#k&37i`kQs!CJTF&oSiplbpx9O|lp23Wz<@N5LD|XQnI4-D zwS=LZM_z%|SEx6f{RSHwyrIaQ!Qa5`3lR3)W1qsX2Biwah;gTL&m!n!H$8!U7qnOj z|6%`t5#b735odd?I9hONDJNZq3#W_2^F*~Spfb)Y@!(3nioRa0zFvbD(eT$&`0G^o z>+vF*@&-S}8!5#P(L<8=MS8!a1zg6v8XBA*rU*}q{SiI(O%(BFE%q(+{-avJTj~96 zTEM&T?hA^aq=GA>}83e z){k4|HxT~1eA>n`$t91$Cr#DLyDmsZEBU;jfE9LZE`vv@-$uJ7 zTEPE-cYmlI!bhMzEW?*So-WtZtL07{5kOdNe62CQ*5XUJ)ydZQ-gT;Zzhk8T zpZM~5>UZ^z-y=xBPY)?u{)pcHSPS?Qy!(0olp_92i~V!F`@H=Z6!Di@?EgdWf29Td zHQs$-e}fNSV|6}{FCWs2l;;cdkk$Gk-hB!8C47wij*9v+CHq?~?f*;fU(o{o0q=h1 zf7CzzN&on&{_)TF@N4=ndd%1G!ERrw0$y=F__lV*$-1)U4ZC7>-^<0gLG&0W1lp7(l?-jVgL+ zIC>BPK7NM6vC9zPV|;lyc7>jIrT(!hoOHDwy9OWryvJFqN3GL8*5kw3Ko8ltjr6`r z3%CaFe(g8oW4lUvEv33nOL{%M-=GEDNbfgk0T#XAtOabL_gl1pt@M7Y7H}KAZ_@&H z)4Se(dl2AbaIgNckCN`Ehh+Zy=>2{z;6ZvnL=V~ihw$z<_hE{7M2meC?^1_*46j1< zJxmE6*HRt9yAR_iMT~2)PvG4bg->!)S-Y3$AIB)maeBzu6L|OYJ%x`z06tC0p3&02 zl-^&a1)Ritkp7hMb(+#WM-PdE6uqC(0@8R7a%YUMtnrmIzHEH?Ju`t1XObSWm^|K< z7;C^#w*qSg@Fik1FLXm}`oVE8S_t_O*V1$h%o412)A6C>+NrTCg_lAS>V{A?2cDE~ zzH@?qO7n*N;rv+sX#R;Gf)^<)hjgT+aQaiO>iIF=A4|HC3&-MN?^bf0fWH&Af7*2F z5zQZJqk*G24q7HRRu#M5d;4zB4O#mg?nT3+l5 zc8t@5H=9w{>)cxF#V$a5ZB}Bv_Dig?;oQ2=nvoY?)ADYNMPlGy>vgaY>vdvv_gXB| zx2OU9Lu!>2PPc^PTF_bg8kxi!c5uMUZ}-mKds7u`Gm`Zcq3m?b>#tayDPt2D4)diG zXIrk?ONvu86IuuII$P|-5lTdOjDNM_XLOnJeMzaE{)*CNxnWNYNo@=;b_Lj*WvRm3 z7Te2;RT5fvn*@T5II}Lz80R9t#aoRzw14a)PlwCn{rBvLF(YW0zZaKvXk!Ui!O0bR+Y-7OfcwZ%7Pss(>2v;}X*#=u= zRiX`)NYH;M5qspQWP_AUh`>lP!O<$^P*6#cGTw(xC0|L&^>IK64wYbOxMY>UmnuMH1e}tzs8btQb*cENyseR8{;UiWgKFFFjSljg;_K?kJTo zx{j_A-$aScp)__SU8P?|>2EQBhu6|o((5T{Xc!Mv1eIz5r4l@(Y8zQ|S810}+N4o< zn^kv}Yk+bYhzp5-mGD|5Y(TuC01~Stns@^n#48I-=N2SjiRf&lH$JxFvox6^|JgR_GkBmRl^X#WBO8p2jfomg(3OJ9>B0vrDj zr>>?{I8^w;=>h*teQviz4OI z)dk29t`_{`5uCpb7WnP>9T^+UXUFcv2{&@HE;*F?UPR$K`?J zFMpaNTg;;_4}9|NB~H-VHSh9(b?%2a%}O5MNJkW2?w1EX)cCQOnBAz=KW_aX$A}58 zskb5enZNraM~lI)oz{lL`IBGf#4V?8mj`A(`7KVOYfQdcCw!Tm0c<1ZYGRL%RRi^Ax9x+hcKgVB*s=94n|osT-j==;eVAzJK5h zwP4nX+2w&lyS8%DPUh#A2L^ug2&bN9GI@F6`ZIY>*xJBydEmy)uj4c!4NG|;`u>WS z2X+m;n^T%V`Pre8QMt2-s9(evY zKk*dB#oA;p51jh&|GDc6))Ll4E)U#P|Fy@yXf44_2iQtNN1&CnbifWaHDdEWL^>og zeaS6eM2fV*hOha+2#BbKq$s=%{+Gv~!!@9Eka6txwj1e!(S^5ly~UZ9*-pw+$faVh zc1n-lb?3f2>}=NFYv*$N_T9CAZ+7C&JrjE~ckSB0^Uhs+C$e|!z9YM5PwtLA`|sSJ zxifdi?uniIGMPPh?M>U6{dZ3Aarkd>&dFjdpZ|G`#+_X_j08#mD=ISWWtnz6rOIVScgTr(KwXsOHI})jcNwR#PgO@SasFg8)w+2h$OLt62jY#$$q>f>afT` zeEWd~30jY`i0n**K*E@j9-$rTU`QDr#}U**KR`?egJ1;YZaPAwgP|R%X47wwq~)-W zxVX_2!FoqT2V*2K29L1MKjPcy5r}O)_#sjsaPS!&Y2MuA8Sb00&wZ)fLJV`}JHWNh zkK;ijg0})EYSIZ;VkbDEb7P9`@1nCi!HBfalkTX>+cd4ZMjW|G5s}DY#|2E>6C~!A zm?iOv^%#nfn*F%N=1`iD4c5}rV)cgBhL&dYxS|vLbm98MBtvH(xk-^d{~EOz+5}HtA50&#h zYS19HRMg-38U-woH6Q00BQA1lWYXS{c3>I7SXkiG$mA_Y7_ZT^#bRv=Z%c89RPaG3 zYhlEtG!1W{o}Ofbw%YXQ3@w>A@95fX&LDoh$J&nDv6kdk_U{3}bG}1JTuN`$wnj!E zX%HAl^Y(1N&lvmOOCPr{v3{KFI!XiPv^+z&sJ)< z$%HnYx>N8UD@@wBC29&s51+*`A+A-h9v2s$qL<*--&DP{fSP#)%aOh8aPzOHmix_T z6pu5)sZ*V0h(%{QEAR^+p;h8%jrdt7em3w=!`Xyixc2yX6Wz9DoMAef5i3fJApG0F zySNQEOyK`+#(2p?eC~$D=fMJlz^oMzJ1|-{P-dWlB6@@<9hGxxF(V6EyLb1teEpILX-VN!q*$5 zjfN@O=iee-r1O@XA)Ch;AH!TAPA;Q!KZ+(0ZxJQ+Q?ghPK?b^BHmB&KQ`AIV1byz0 z;OvA^UN2HY>yjw=m-G!@@0C`KI1(zwc@hB{lldJT>A=A=@_3P;4_|8L^#)`Lv+Mj& zqxUWt73rJU^8}6s%N>!9n=y*&v*V)R&-M?#(Wdsj_t@eyINGIkZ!JWu*;5>1^wPVH zw#{KL-5KenA2*8XvzMaa-_bw#pqHZHd+()XX9~D$yoO<|-ny@FXst|R_LvrK^xLP6 z*3MzS-4*G#-!O{mv)`iNKi)t1px>h4d+)cwGg&My!N$ z=N$Iffk==2rBPI$Jr)K3zxoFs^jH*p?>)Bk3}z)bzO8kKEfEP!9#ervcg-J|Q@uDC zzV426*Z2CzXP^p3!GE`Z@IiM)!S~)>184Yf!`8jEnB&dPl3_+)ZMjl?bx)+PZZwMO zleMDYuj?Ot&{t9Lz4z6UGjv9C>#kbFM>rc|Py`trb;xMm9Lm6ZBOP_WQBLh{L-Yd?(vS4x7{=_lN&9f;)A{>H zM##!CGIGFr6u0oe2!sCedjdE3;0japr9bar>lzMh#nqH_`-^Y29d^h*lRseK<|o?V zM%bB`U|qKY-z(FC-iOoW=@|IY7 zR10<73yP&8HAuyh;r}q|WU{F99z<$9)Rpn-5843ko&ueZ5jZwp9g0w&*#<>@yShh| zL3bup6El6$U9V2G~1ylaZfMkGMZq*okI$YHesECtv)F* z3chy=d}L%q4z@&p$8kFzj*cX~UyjGTQd*h704#KRT6Tug?_!l7R7kqMiwgnU)8Tza z<4rtA=+HNf8dT_q8Xfp>8^C?h;3E+lG~1wP5Yn)Blo?Gi;hQ+>OBzO-a<_rCK4~!u zzIR&0d_)*ui4+gZnIl&BEl}EwmB&bI)e7zu9Z*E>nizd)cIwiVlyq%Gdm@}LT5TdY zLWIiRYtWzyH2SU725es>_-KR#%@!yU+}9hbj7FG{P2BWFe9=Z^4Se-Ud{OYd6W^U9 zBWz11+ItEo^OFn|r($Jb+u$3Kgm#FVuIU0#3rCseu^qfU)xF7Ru8G+Q)pcsjetR3B zebL-w5t=jWuV`+xTND}8X2LXa(igQwtN+6Wruw9|DEQu~?WvIwGKce++nB_5zB+Ei zi_!YvqC^{b5o6)rOWfB$u1|1=CsM>!4rl2#t)|88N$~{(7be;xq}Z9U{!?v0_C<(? zBZO$yUJ>F^jK6b;K7&ln5>0&dMW)fl{j!0_KFKr+zIQT(T}G}1=wgvKh>(1&@%8I; z>v&)_#MOm18-&|a<6jv~HnAI_Mt|YK7?1r>quajJ25?_A`FMmT%{C~Sgk46BADtq~ zXn+aT#7tjw7j3{_7`W<_?xNtsbk|Moo!8Tx{SA0XyXG6|n+;@9!(+ra-nm=t@WbcQ zbSpF|mGD;%JZeeg>ORV9rY%groo6%pcKKlI8F>%H8Mx9Oi4f`ME@V`Bbh zVdtSWQ)yV!l|~V2kG}xKJC-oI2(L}Cv=jK&hVkPs+z2zQH{2O7k-F3MptxEzA=jc4 zP%5+rxU;rE=J(gK$yOCKgEs@r-VWy(5*Lj0=>CL0_HR4|d1y_1_Txo(pV2Q=c`UJu z%T*IobOkN;J!#bis&PQw4$MKJMZhbaw%b7AqDg>_#PSdflS8gh8HRAm&aE^JhOh_U zr4c=k1!s(+Vur9yW58P(vvbIjavfWe;D~@@*nG`XjMXhu8SQ%BD9jYPJ&Y0~dMIbirM@@^;HnY|l&A#fD@$aQGIDp?%Jv8a@7oIqGq539!+q;eO3ItEU_kG&BoZIuW6zR~e1y zNrewcH3~k$f_I}leaU=0q7C@NKA$x+bP)V$sMrB{TGNGk9{K?%Ob!83XvCju;QFZk zE;OX)QQa9Mv>&0zQ9PugHBR5OQBxbZGk-4z?g%28kA?zdgcxai$9Pk$GVFx646X`P zFh;RTDa2wV)?kj0Qd{PD)1Qf&$6cKKEs*me!eMlV(mf7D%eu&CwE5F>+h(7y9IZC8p>Ie{4Ba5MwHx3qC|QVz*wNv15yi0Y^askXN1~i46W^8^u-llz=a=St~k{zR|p5!4mjdPlp4bk_Yg-&Z?)E3p?t^Naz=lk zbPl<2bvWc}xV5AmhxiV1CYQ7v1EN@J$tgX+=#*RD+BLV#op|YFyWAe98LP0+bxXH3x}na6pyV#MP2-%9fv|{h%@j@O1w9$kpMWweM`t zKZAbjLxz|{i*Y6%UoDxaH!z*@(dWA6quFy@D^|pPyl7Nms$}gz^~FlJd^*ZXpXrsA zv<~isnYN(p7-l*^%p{ytTXK>m;x&B5m^S+Xq_fZGuMYd{{&IWvQNFR}=(D{A??f@w zl5e^P(J9aTYu7w8dyb8)sYUwV}j&E+_q!-JglN+P;LyP>?cMcf8dsUg53|W zuearrUV-Q=^6=GRk=kq9vxx9MHaTQltFa`6nU?&~Er3qB<7HiQ$Lu-Q^EeW2nZX4kV2dwd06dS`DJlpVH!dmi2IdB_m&n0sJPiL6vtHUsF{loSQ zqixbOxu*5B!^f$Hua>;i8<)<%u zB0SFgEXs~yrW%_9{1dV@ZW2Biz5}ORl<3%b1Fq9KZ4HMHhKXCh`F>PDXV(v09d`ZL zjf+~TfWL@!INg8d-cJ2IVo|IZc5Zz?KG}vJyI(;R2R;Yh4{WRYt%ntcKF%x=@lKx` zyoj}^K4BT+;&LJ9?oOzj*(oIjye_YTHi>XAk!T$XnX zo*Zz*C9hTT$93xo!)X;RDMigkH^EM;3FWhjmvX}QSxqRP)v)LBQz+vKxW>l1DQoV% zQHRq$+o z`cAoz|4}hYm49m#7BkHJ%z*<3&dYsc7ls}oFKmkr3+Ij7Gv#{v9M=9}k9Kk17kgzN zojHC2cL>q8pI#(0+V@y2dYtr8hhXhWM~yU`n*x1oxG zGj*RVFL&5DZ>NEfm5;A~A}Z7fWe{b;=PTJcI>Q5|xv3^@qm1UL6<3i#u1GiNlFs5j zKZ?=bWLizLU=(}}D2S2VcZMejM`uDa11Z*r5P`EdXi+g{aie!Ix}4hwOk4#yx8TK= zaxSc_Ypqu75!JkxDx9e#f~bOEgJ&L_Bc72i=sa=O!6)Ef*XpgN7S5PDF>2MJJF_MGKKEf(&8&!rYP`GYkvfj}hR2^ms5i z_H#@T;UT2^wz8%*tE2Jf+O$n7Yas{y*>i}+m2f8*C~XI%1>3b_w}6|E1AQ7weKf~d zUT}%vE^x89cg|a-ZwMl)i05x?H?L&*20^}%QSBoPNK`A_@6Q&pKD;NWcdgDab@UEK z=lm~T9nR1Eek;zu8bjf?+E9P@GlW<}Z0+l+fnP^qko95C)|47k66p~J^DJJ`diL2v ztpnz%Q(Xgj#LOdV-GV3QSUDtI#f*mRORUUY<^~tdSzjj5N>yA6deT=qTDlQOG2;_jm>7G2(di;&q7Bu?k2JIA5U$8E?KAkL9h??~-PvIC zwu9)L5Wj3kGkfuJarTldVwN*?Agur%P~M6{V@9)`>0&(rJ3rgU6Ie`O`*;HOaV#N} zClkUxjw4Ha`?wnVWLrIgK>JENx3JH$01#{34leWPU8RJrmycS@q#%NH)K_7q;bEt~8S|RTM)-IE!J9`7StnND1zsH#2dF$)7 zblHXV92WT$4%x@m?XJt$Auq01>bRV9Y@Roy(%3nCHl%71-0$qI%ry(KvPzuKrb$N8q`ac^*v zuc@e4Y5+EvV`D!=EIyWrGI4Ebc?zG{l-#Ig?Np;y#Mg>CZmgzzmMIoxFGeM6Gq}}z zqEe~TCTA^jY`(XG4zejXN~v>L@G3PCvJy8{6sjpYo(5T6fV@tG;5K>=Nzq9LDS2)U zl_)ca`)Ludyk^toeJQ^Dq&c?08_I*6)#qYwjeV{F#MRUFh8u(~&e@s9B(krR3-U;T zMUN6f2GJW?n;O-;=&dZ2fuykwOlnYflu;(Y4|$af3u9 z6$Cjiqcw{axkjm)@~IGr*Q71vJb zIhjhb^%QQnE(j7`mC6-dI;{l_k+mF9+#wimIogA>Kg-N{fV)DbOidJU$~N5_zLDNg z4i>zaJMA(7%%Rtp;U0DLmiPpft|2Z1@suY)i+rPT^XTer-pZ<7P5I}wP1$(ZnO=LrWC?o)sB|w8Xo(AlIg}LU~ z()^iA-fFQ9m!k8VaSwPNq_(I?_r7?`U92V7Q_nYOhddgzj=#lcs#w7}_y~521oeh2 z?j28O(M^IofDmpiEk-x0%}ac9JRgrBx%LwJx{{@XDFZfMON{L{GNE*ZQhE}2tE8EC zoKsZZYP*!Nb6_{R;V5t0bri87i!@UyyM)W8Q@G)tWF*&njXe1ZgjJjnBIuG+TR3kX z?h*Hv3eE?sfokYFB-*c;!XXKhSO}&LUV|Ee1nPX_3CICg!P6b`tENHi*-E2aPtY3> z!QR80!l?^oTp3U)`$AJ()xL1g?mK-gil^EfqHBo1(Se2-twroG<+ZF;pdA1eYl0?~ z3grfMy7LLtLe~=K?>4KAZ@tpL-$|uo%89ME^Sgki*RbKOHPA~F=~lh*apa9{(eELm zLES!~vhx8!1$5yB90x~%;(ge8mdZa)kJGd`^)h;#pvOz-@kLr^|2#d$Dajba9i;qp z%NEy*Azb3zmpJDo&UJ}%Txxi*A&7Kb2 zcq{yI5{=?ktjHEHRFSgahmgEg=>%QtAtD{99nzqbsT5O2()FQ0KlPxIY*3ZT@Yfpf z`PdN}t2cyU$rvaw7!8=Az>Ch?iOUBL5r5(HZRi>vA;#vrZ)hHatYa606uRGqa1iDB zV}cR9%nxQ3UnXyuhdh}i?jFj~uqDNNpsjgBw5pkMiw!747n+z=)=?qnU+~blA-IXV z^8-x>p0SHiR6=*B`=Q3nW6esG$%p(bqc@r=jPnvH1Xm9;b>D4dY(B&C?imrbT4iN~IL(0V8hl{KB&=2}m3NjSX56$)W+TDzFiCE|0w`05{v&1)dfGOE=# z@_aML*g_$aZX)nwt)KT^a-K=n+|_TR^f6 z0XShVi)9*~%@NLsF(_<*n*zFFPvK9oSsl$6>D-8i#Mt6637TyM53)|Nh^V3uq}y*+iN5otHvL(K%uh z(3RQe8IxFCeo*DhCo!vs_-erW&$Uj%7GxVjX9^PrObu&NbkY0)++Xu$SkijXhD5Ph z5c0le9Cr<2;R}{+;^^2N77hf*^a$bCtl@<{WO+FJr26;GbK$>#s?epegD8k?AW;;3&0%=6!t691(%4Y*%31zlhNvQYE z+UFSSyXo~8U;RGo#aF*8uHRpL^-uQL^9HufhRh)|Mo=~@Gk%lCNu^V`%r?xHI1su{ z=XmMotEDtfhdFa~0N^hzOS*{q0RYml(X#~6Tund34{>gaZb75MF> zcch(Pz~sr`*z#E`)A{uD@I3_~ZtvYPk8Wx7Jg|LQ(j9_>5T$X|@h@}rW2DSXk98rt6 zge=o(GNjU;hGzI6Vvlj5bs8 zH=jIoNUv$2$Ce6w*IZJuh2)APo&HXjMz~Xj`e*@jcy}~2ldP5}Lr1eOW^;Ck6IPm~ z`Muk@aPSuL3FmhyovrI?Hob*d@oG9>25!6|$nIQ$7x2g^I{*Hr^Hqeqa#2yXK}es~ zVeI}@2)m{V+KG${T=2&t&}ZwrXV*i+J=)0TX@H^GL)}hiu~UE2SCnua8}9aiCY0l2 zkYR^$q0_)-f<>Gv%>OwnGqVG$zUb#^e84 zJMQa2=23rql7eAlq&zman>@R_4NXR@7}vF_tUuH-J+)0~^yz^%73gNb5vGoW8a6w^ zSk&6FAxsD+exm+X?W`}6Sy%-6sL}YI)`A)!KQVqspzjDl@0?VRp1^pBwSxj*Cw5X8 z_k*3nSdR>7vnnkA)frmBV8Wz*!dPF*+2_PoU_}~|E>{@9O>%tJsB&ls37h)Y#nelc zB_w$PtuD(@169fkK(RVtYTWv zz)dJm5|Txuwq$jvQLICKDq08ONiU{Y{bIStBwW19+gPuX`W%I+4iQ9|DoCUg^(eG+;E z`gsEneG+;EdYI6=QA7CZRd4=?LXm&->R3dSNA!`f!}jyXd9Fbd4LG^wFax12!?3#Y z;&iD14=R{=vs2~DG@RP7zKiRu%QKa-?XSVWIlyYT7NyXZRB(6%Ez4k1Q^i6uxdu)O zKPZ11A|&nip?rhd-*5D?$&TGndt}Vs9H!PtSNt@lJ#ng`)A^)dmih}cfnw9kb+eTk zrZaCD*4ccEUD%~N6xr4R8uqKe4#abau&p>!_5hp&*cC>VJM26~{!LHg;d^3hiQ1Ph zd|JeOi_2eT%qzR&;K2Wy=WiL*h>Wy3{Ep3YZ2plh*3JaJoJl;!ojgAa6i~!Nc5j74 zKeB*QRQdgRe%AQu^0SVo)1b#$Jm8=+Eq>17XWW_L=gawdo+1`Fub`jB&IR%FN{)IJ zKVOaKMdvkmI*zr~z|I@!@kV<5kRNuD-Y(JOGCh8n9v(e@gdT6gW88T&Ki`5U zCNMur;pDCByp@CB#?K}{-_Fnf#?N=~^PT+sF+4@j{5XIA1bx4Y9zTi4Md#gkqRl^r zAGpLiKaJmU=V$O_=U3-v>FquAcrVBN9KDh^tMfj*u^X%N^Az@edVBzni_S05EBU56 zAH>@w=NI|;Av{sghxy|pc(OaG^Gp2wQ9Lg?ALDoF9_suuzQ&zj!4rn77w{AB`x$nV zT)2DJ9p;G4Awu>DL+@Wg^vt#cs6+ow%~6ubwKG>v=OZwb89V>x?~+=zsNg?zQo$a4 zIYkv4&R?{|=3k)XSl`XBAfn;?HD`1_FMhrtz&O8;IOl)T<8$=*@0|2YTI3~;xYTg| zRt9onmQs}1Aqm}Z{!T#siun0Q{Gj8%Dt`V&{Cr*fd{g{9M9WAFu&uA^*q~k(Dl74DFKgRy0k*zNH{+4+tW7#{4ATHd>j0!I?&GH`u>M z3%Hn4@ilN_iM5Pf&9<8*rwdAX(#F1vWGMe>g9O&Eo}ETx_rTBE~wgqdwM3XL6GL;6n$ncE&x_$sAm=sIi* zxbknoq%AnS?52*N5o|KrKaO_vj-!R1#L?o1j~#mgp0SI_@4h*9T^y>M+fk6HwW*Gn zijVCq2Az&OO9as_pC@Mv_DRVb7L}BV3EfjZ$b$g1t&;eS(~-*tMG` z5a1##YD|-Dh;Nd&#GVs>G9XPn_q9O;&!yX=!n6rJXQ17r4d=8lOF2{cwl@=W2sgqK+lG|7C_Rklh0GS; zgy6tv$OUnTf#FwwpE0~sa0v*mLq6#OAD#Aw!(_m7I$Ad3Y`AQQ*|Ce_-ZNl~gWd{* zkxgn3#Ti}l<8#|3{?(w$mwq;)pRb18;W*Zaqu&lFJ`Tr^&Xr&@(ASRL!n5M8Rt6$6 zBQn->?)kIg8FI{n*C5dd7W{Q44aFIa`_$ahM&P!wl>1fm5(~sn7$wCFq+ek2<`r`s z?TW!{3yoQJ4)(0$a8k;`{)^G*1Xky_B(1~sAv88^xxDGoI!i81v}KBxzXk@j*R%% zM<9rXavGYCSK+&W^H{SLF4|RAF{pff~m#|DGQDu#2jNh4EtUeUs5-n89FQXwySIXdHp?9SSp;*|TcgS*oibCX+U~|g?O@ds% zru9rP;*fAHNmdq|k-Dnlh04_~q0vRxw<*3G9u@8g{(A7N_)=>?{^7Y}tHMleVn#7_ zSfesinKa%PjYaAcrm-+|Z}~J7kwn2w5LNi6x2Tg@R!}UdDHMDEY{#;UMU;p>G^Fc} z^LbI$F&ed5C_bcacMcsF-!`Q|I1kJb;mD<+Kzmvfrh|KplA_wvv#*CeIA~fRvw7zT zc7iI0O5Ukag>PhSqEW=0zf$Bw;+1XUL1J!f_^@Y&Xv;~lfIV6`J&3oCy6~%n)FAZ- z)=IKyqS`J#peXWv-AP+p=qR);!RT?oB;}iel$c3VTAD-qjBvoj@6XRIJ@a}Wv+uPUKeN>) z(!?*}@EmP%&RZE&oNDd2DzsMDG9Am9Fc70ZfBi}|_J(j{e-$Nlx7w)`H@fXO247kM zjNa>`iko-eVW?CE7@n{*SKa0$bSqXp;PQxr5J?&0owU%v3dLNo!sP24V!-bgn1T2| zxKfC>G`z%MEe1*BK9!N)Ng86n8?Vdeb`us#YQu8kuw*fhSONHu| z-nG%jn$`UKHq~sQh75a)xW?W>w~lk_2JlRvwoT>Z73V?VEfJk0&lvg=O6`uX_)sq@ z#i3)u!fAc>1P%=>!grkxlcQ)l)Dg$tQC4vt9FC-n zL63ApFndR%Pv+Y#g1OC3R;pEaGH#|~P`<9y*Z8wVt5z)AgrVagO`h{6SgEDsUlaa_ z;zs7?GBHnd#01$$+}?jLGGXmwrapK`o_`jamuumMoVsakYwJ-9qHcG@Z!inLHH`4< zjgn&I)Tdu6k4AtCI!^4Sn`6qGgn=-V7oyAf0u#Q-W7S}Z3^aOtUmLJJ^mwq0zb)M3 zW&;$hAd=-v%?4$;IK}xvR-%L^91b7Cn0nZKcOJLp#&ibBxdI!KQL- z6M>!#xmqmXEb??UKZB77x-%TV#8z}=6~)9=jyZ4{v#m4d^*k5OXexNAflcz5z%*#b z39a4JN;-{RXQYIYT1CAwB*!GNxuiIgI+`MgB^&6MbpI z!YdqUi1hciX-!{)?(G`Kv0iIpL9yD_PUx)<%q$V4YGOnM8kl(D`;3V}pPRa9ZtS3D zVp{75-(11jR)?APDwTV;t_^o78@i}sghx!VVp7D)P^3W_|M&NqGUkW8ZDRV@pNn=Z zf#TGhZ4mAq30ea^?W)t)=ok?p;nC5%)@5HT@>#%+IT|f6=}OYYa=5c%xjtH$wwYj) zfw{AfRF~c1IkagD(XI<4D~7T(7-b3F!mMqW4R=L%$9mdn-D>}xT4Oh&+Rxe}6Wl&# z?L$ZS5JEb@#$*^h!k~t=>#oqeeXoW=9#B>pC1F4bTc>A~=cq%946j*}U%YUE$62Bk z_K1fXqP*ghLuzU)&R)bF?AUO^r}x0Y;bh45qoohc_VA2*SJxFW<(y@-l<_bN!_S`M z`gTq2qWJJp4y!^~GRYJgaX`gvr9PBT_Q%YZAU?3EtJ>3(vTX!+u(^ z17_CR$o<2CD>`o}@;4Vnr=IO5U%~DxhWEes4`Vx7zx#(7lmBJ*58tuV6lM!|BSZ)= zG2%}^e$D;zG6$Q+U$E4^N+dM?0fyVT0|E%LcA2#yas|T!GCO27b+j07LB_ctA%W<$z%UV2?p#N(xZb2w$-dU=wB9ZWpR&-si1$| zsC#=C(cVcW%J+YO~HntOKpL7#s@@9Yhgwnu` zod=AVwWv;?-LtA!5Ldi=cD$rfzy+l<7A_XFUV8B85!_}_Pt)0jyja0f%$IB?!`#tj zH|_DKHSxbl)#FI=q*J{ZnV4h_KNF(n|AdIBHUf!iC(*@ zmE>tY^^EE6Z@UplOXZfMzH53x-YR>pcl969ZGCzi>`pTihDlS9XG+rmj&GxI4i zMuzzAZLCAKv@4C$3_HO$8S?flUlzDxqZX4rTdQy*G;Z8vXB6C3EA9w$lt8_k= zg=%q=Rx_4}zZR-e=U88`H+1&^1sF8;=LDN2hgNLMRu6ki#7*?#)_OZ#@)fC2+qHfe zqWmDTF9CuA-uSN<#x7lJCnUC=^C!`+N#)1A~}(5DAn zQOxgrFgjhJJY=7x;k{lm{{6_iYr#2 z|KKtcfp{MX1gwke?q}>APDM%Z)(w`tq%7eo7j<_oT@lBJAcj{&6J0gOe)Om@suSBgSB{p*97yAnI6oBD+0sM7}vJD9olPm1R|^$GT{Ktfpj^Vh&3} zqK^{+&mB!%feJf;-1k+x+d3pYqjTFKqlJ)Y*SWzM9qHT%PcOyQ@Y>kx{iQLFf|n%@ z02M*!>fuS?xq1@Ds2unUTVq^00N*Z;7Ga%o>!aJrl>v-KM}^~VC4Xuvju}LpKSvcD zouyj<8`WwB$xrgOd%h@1&#H2Wh1zgsg405@8L7huiJ+cz!CK$~5mD&=OSD?fl-EXk z*yN4dS`=H)F zkh!%J!Z#7!Sr(%cUNWbhu(N|Xyx%{3&!HTGI_!$DgG)Q=>`PWg2x2!AL^ot9TecT6 zRcL&sxYa0*mE~Kb?sm=ssE?slSX%N>JGI0@ORSO6d4}dA3^+2Q?PLDl*@A;HsqZX{ zL6a|^E1G;Csoyu^A^Rej=5N=~&oiQFqs*9TzBn}Rs5+-gjX&bh4l&KAO8_l8^ah)8 z%9CzrM&Ann11%SgDwXe1DZOi+n8+7$MpUp^a*rR;cbOC1siwj6}jY8-FB&ma*87`Ew#Rlzu#y$)z zZ{T`WI;&BfLPiq-F^jN7dE138oWi+UX>q|j)>p+LMwrmBk&bqT$Ti3Cq~T3JSnV+f zpLe$*AE9K2&+VB#$1bv6cZV^9q}!Fym;6qI`THk~*0(fAw9}-6>(3(4-x-45@k+1v zTkCx zpa-E9OjSq2J#02bDQ|lMOKaySG-%X>Yoe$x8jZBz69%sOq|pfUFpYLocW)`lesT1{ zl5{Pdfy;@v1Y|o=IM>V{fahuhH~5{yt-ndBTziqxLTDoq)`^TYVf*^_6F9sNN7{?M zeUQo!#K8!m9T|VKsSMvv`S=9*4ssej{#BzN%pUK7W`lutSD0qQjgR!n)));?x>^_u zqqL|%Mo~T)j}FqD)pa?d0rjC4cIW6|sE6HUHM(hFV{0>8H{Im0n)pDRnz$$2VT+71 zW7NbC9G;+kqv9?!aZn+jYf5$qKK>Dr+j3&j2g-_c$B6L|L1Y2OQ!MSXT4c=Ac?_tN z?+?;gxQaS$u0Q!}`8%vyL+qCdHt^Hs<2aKeq@8}SgL;FRelTiokiiC{OXiSU_s!b* z;U%e2F}JNH*aFV{Silu_&>QRd(RyW6`9Tpez_Bm1lG1fLquF97 zOImk`(!y*Ikz0?%$Svi2#Kca%N2WUzqsv#`XO&+O)(p$9aGkvCec*AfX=d zDVA@$leEGeRM>}kuF0zc{`x?7<9x75gr{r&dy~ieBC6PKlgLq&9J@*6G$LAU61fj?&fWAl1F7hoq(_}pOfv5| z^C^PVJZC?>k>CtAiBQ%{ob3{4xx~pYaZ+uQ2m@#N$H3XSk%6Rv!l_&?j0;35^>bWp z#Gs>PF%c`-@WK!pDrvp6a3_pz_7M9#$(4ON^A%0vy)Oz7R z1>1eSkR2^nCM!_7b9T}_I~h3ZeF4&4^EU{#y_knyw4-_Fp8&&qP^~-mUaO|_&wzv~ z{0k2`&e!qd{5i1iN>cj<1@MZRbo2|j>JN-g>Q14T(1VV-uKSL;!4Q~Rv9}|29*Z6M z3tP$LpmiT!4a2(G#E;|&D`snbpRQv~yoR)%f63o12}Vkp4qlWS1> zIn=TOHoIl^+Acxant1Xa89J4*Cky5CX>+Hx2clARL;u4oq8W+2`xKWSC z*;88|cC+cKZJpZ6y5Om;Ih;C+J6l|!*A=1GH13_IW!)*;u7*b22cjSqL;=u*M`0mw z2C418Qlz$HR&0f(OYE7^%0eaAD82Q{oCptiU-6&KZWf~_MWzRx>xAO|PgM_-utRYM zs-Ku!RQrA%N0Sj$A2EuGYJtx#qXR2(C7Hi;Vog_S@J7ZAB{J(FTl+NpvBiPOypt{J zSzrL$VP*4nc4`Rj$zq!w$4)k&3+W|1h-pxuTS+rA&y6az$x%5K)2=+*F$6CJS8d%h zN^G@PuOrncaEp}MLfV9V1yEzk`_o2unPYJL%xv}?iwOB$6cgTIcO!W?wC*>P>}N}C z@Ik3fYrD~d`o040=*|e^n0QrcQ~0PqGgXiM<*+I(bZb@6fF$rf`t2sa-;{(hdBg0u zSyLN5cX3X8F45KeCE~x@dGCeJ4Q|(a;W4S*EG#mKiIP)T4u`>eD_B6Op29e`O6-6V z8=*wBFQaE2=Ar{ZAH&?HL)fgM_B@a+3j&31b~6d6Wh#SkesPWnCt?8E8{yy&7)3>g zK5tqLa5Ve~&my(}3gZXsWMQM0XgLjC9L+Y1>qz^V<~>W(br1&CPHTe%n8L z=eOEe*~OO2+(fNX0uTDVSt#)yjav3eI0cnpD9g@di*{{Dh6gE=)fu7y(x0kDT%s-V zVRBi;=@{_msSY6+n?}mRfpv(t3SFHdMJI{*@}GfldR|HIY>TKr+#TIAE(-l)gIZf# zkp2+MGac*&bpDi=ad>aDzp0N3;~lDj;pz`V#kSrD+KPHw=LkDT+zYKPSOjozrYl?46&*n1N=IgaXnT=%iQ z@QH7?Wb9q7wX4&zEs!1g!jh5jAz#>zc6N7mcSf@_>p3JXiHRW`78#C!oIrvD7-Ehj z5bpfQK>{Qs`6s^+0wLu35eEooARK{&`1kvN->a_fepS^yJ>4@a8PLb>-R+~Q-cj$p zdhgY%AEfN|NxYYL=d5FrS!y_LE~S^mci*yP(V~mJ8%u{NxxEgP1ag^t?R0QY9UEM6 z&cS4BqBLHrl$!Gc)wxmi&M20QlS7-X+IHo}D>rUhH!!f*+u?26IKVZDc6j&VMY!s5 z`sGA%XybZs6aL${aUJ;=f)=Qu>X3iCRO0^d0|o(}Oc#gtuDf41hmQ*NdSQNunqN1% zZ(w4!FozCF)KAQgPT&+^9G5japw-8{gN4Jz#weZ9u%8vl;Qe@8sg$9KTBTOsK`ji? zC~>etWR!c?tphLvhI*p6uw~I#HqXHyo39_3K&j>0EH*IEBY>=K58b=*{`DSTA{}iU zUANw=9NMvU-TDE~_?PtE=;hhI+Z6P7KY%GsV>jesA772uI4RJ^5Nu`G0;CgRxPjRx;nx)@vsx=4iU-wKQdVj)U zKjE<6b6C{Q8a+FQomKuKshs$X#ZUupZYc}vGISRP65@4nE(;5t85Y)%(QUlFlwT{f z*FNjU(lmM3NkWk5-gx-(jT==4$0lzlgsWj+rTIV@S9=H?Hm;(e#$r<$SLMa{s)t6E zCh2Z88{4(p%t>ujJv#=_c>47qnB895s-vXIn>g1=g`wYe3J^{=8toHn^%9~_h01<< zt9{>w{d_8`P8;6u?+Ds()s>fDQN)?_TZ@yEmtTI>wyhIWS8kcwI)2rrZ5yxLv~_CY zip^I{Y}qn-#g=VXZX3UH@`}w<8!sOp-*VN~LUDZCl~bd0)oE?@anPHs%t?)qnZ&q8)}@+o(}rGk*$qb(KxmS%t% zwp6GgCT*$sTlDPQQt>4`h}%-}2|O!*oG!a)9e5*M9;eG&=<*SI@O%8ZK5c_OIKnR< z;TMnaOOY)U+!zZvZj3Y6xG|1fQe$P3%YE1y@sgvr9Zh+t5 zyLk&&{=7!NO6RFldclF>JSq%K1&6JV7n_HQ{uzZ~GuI3ZJa@cYWTTdPyCbY?LX8v~ z4H%`RLM7UB(B~*VxZyB6|4{=1!z{qni`u8CY63%-!qI%!G_gy~=!eveYn&*d3O8XL zTZqxlRHasEq71jyAHuvizYBXi{0>o^n{x6{5e@;}S!98i8bD*D_Qd~yH>0VOr}Hs= zH0BTwlG&VZ2(G(C(6l#P$KD!`8rBgbHYe8Ljw4>aI^Y;N_Q-uP;w`-$@i3Jt=5ap5 zkL2;lqa)6L;75BX?NpFBNdK8Y(X;!7qDw3kUC%`AW~tyCo-Xlzy4|S4y152P%9tp>cqJwedDDEN@>vi( znQWrQO#g@smlTOU5O_Y^FFX%fc=pHK0|7AFopzF_==NiQu6DoBwa!AZQ0bi#CX<51m@q;FU${Hn154#%-fB2i}|e@^WE4*67SiX5Lo|kzp#Fph4l~R z$GY8Uw^%n>wM(;7IYF~FA~65g{lffu3-kXwKj!U573O=S0Bu30lu1nU?F$Q&vo+MU z!P04jkM)IJKT-?UH^|L(x!HWZ`)MjQ!zQa-qbVnA)D(vS{wAz-on}?~4WfRx@6@|D zgSbX$JIjHf+w>b?PQR9F+>cQST)aoK5Ze&CW~n#1e$41bKpUYP<|!>&&4+O2xkQ{a0ErX%i}U=ORdN+*!zjie(Ajv&9FG*P@pGnb#-b7{I(WlGG)1kNRS-KjdAzqqK= zxCMhHwbu=a{N+(-1Kn(KzeN~xXU|!KHw9^5ycdr4(hM3kO5$EpP^lH+=YZBuVRD&H z6WNs0UPj#}9S9dLE^qso>aZhdOSf(|;NUyaL4ReT27O1|pv@S=Iro6uXG_yFO-u8=Tgzd;(GxJmd{E3HNrm2GgO9o>t?PYUTa?CU0a+eP!tog1Xm8rK%!{j z(L^_I;5hIT4?RkOVHE`CwSExnRJc5j#wBRC^1MDRg(thG-KM+1jipLON$`nE4Yk9x zAP-Tl;_gb8OMcDpy}-qp{ldjmXIxNyr-98xc>#O|cV zTyY}it#W$57#&kyK}j}L^SXJB(gN+EbtN6w0bek7M(`uzK?sJ_MQ7zJ(1z}&d?nF= zU4RSL1DDrYj#*xqj6)s2vb0`16!U^lf#t~5sL#i|W1S_p`g+Q(A(ob`9Jw!8^m&Au zet519SS)%My2@rPo}|fl8#htD6F-~`VhZmQIO}!b+@kC(cfqr46Vqv7Z@EBQn z!(lFwAh8kL6_|LqUznJ+F!7RJVWN9ew9QjciHAKIhtc+Dx)3tH2pF$T#?9WL@~!C5 z#mPhId3=TPuS$aIn}VJn=odY!7Cqma5s~FqFxTJBO{B-eGV)tXET~%o2Y=Bo9Mmiv z{Mo|e;M~ETRiq74+S_yu3(>89;$CCTpv26DFlXalg;gsTpa0q~oXuG{`+To(*1a4k zKSp4(mGGN9ie604mA*S$Vn4VmSaa$5eNx2_SZH2^u5zm4Cl!uTtKySX#6XqzH1d9p zX96qd_6sX@3oB1wc&sehx>>RY-4O6^>KFVC3;xkw!GD}gzU3SekofiQ2^8PjFBCT| z6z|QC;+wgN^m_3W9dmI`J?p8!%uK&9)3PvATzJf^-ZHvr>!!=E+PqEjNaVi2#?SQ& z8wV|H{A{nVahy!Wm42i}B09J$(EP@Jq4|)7<~QU=^Xs{Z^wV)54B<#*L>~xze6U~m zIBenLeG89|=8g&s`4?wi0`l$V^*wP-i3w3m^~@951- zeIK266RP%}kB@O%FHVA455GAAaePp{?;1x@ zp=QnBPE@QOEY)jO+Hl_pclu+$cXJ+F{JrNC#_33n(RIox3@|CE~{)C)BS zdex}lNtE<0BgWd<00x?sFHlBv`~V29(!)dok&_z6F4Aw5R&#ueNE1GC6~+! zFeJ`$a7inn*<4)mVh5K<7&MpQ&~m{Y@+}Ez2JQ&*9d^5hWN}9i>cE}Db2P}x2@)g* z4ULiToKxVPj_*I0Ki8<=$yfK28$lDFo;2*krjFc{5a|T5#=C znuY28GdN4eF98)-x>_K?E_1v}R)zIx@tfDX1- zq_PC4X>4CY7LUKA9K$RdqwFt?uHNM0#kd2FYU<7tA|FZZ@O8l&Qaf0BFwLy~ZbE}` ze3!7_B(#$rd#PKc%~aALiorpCEPJw>YR~2QA4fh8m2|mI02i!W_EiOYsIab z4J8=fj_SPAF3hpmEk8yijjv7{iqiM~mR547pu=#X6)#kCDLL-WP;w_49mlJzI2y!% zVJSJ3n=zCe-4T4YiN?dTU5+*uCH+xyA!SA}pxDlxES_G;UDhqI?*4>)chx%GEpe$N z=a519IAN1Z$+% zN4WsD#F?q1E{&+0F-!?VN8t`tX-co8CIxAwu(p*{idk7nXfTd%QYopAe%e-2a`akB zoh6l2fD<7-@nj zVPeZdbZY>UQ-wzGs97)KT#iXUbb+Ke93*}a72--$boe+`O~sir)PhO~81-&fd%t-% zLIEda%s0GZm9yn}PeZW;j-fMBtJB!aVD4}j8>ITjYDj8)gJT|!1evV05bv>HUmLt$ zY1D$sa%;y-QL|*H;WT_)U`S3hm8-t0I6F5}Xp|ZA~OM6L<*dW9`vMyQsG@Csn9b7L6ntZIMG%1IxmGsm&FM*+R z;O6Nub3q~~_AP;>&m4O!nO@B#J~0(n3ZHklesdAdlAq>E;B=c2jg5BBHx!bU`T7mu zIQwqFZsL)16TOdmkCvKuBE!VNFdV#3`=NjTj{9JmwRG92I9G{S; z7l5jvZ$zrN?(KkbD7wDoumG$XZk7&y7os5k!Sxd}IQMb_)Kv9z{j#`Ca&-FnFsPDS znyyvpOdf38qY}TfsG$JctugBDBTJ3qe%PfugZjJJ*gB`Wak|Q}Y#23;x!sUSwh!>3XKQZ< zTNMva;Aq6z;v|j><6*PS8@6B!YR%wUR6MSG*gjiqpcWL)Nqv;rFZ_ZI`VHfm1#cXO zK{hId#*8<1-xx50bL;>~GiDI?tqn$@?AEYhb13(%U8^m zawKesMo0&f2y_SK1JumP@V(&d4ZY=TUetvCJ@%q~dzaQ-m!UJqQsx~`8D`dWRJeZ% zja$%sM{j8!O0(|~r9j}_A>y)vt;lQ_xVjKYYr zH17dIvYWTds?Y@K0`33RNkH7#8%eH_kP2vpO$=ac~v!s3Ra##yh8l4d#9;k3|N_xNQ$;yWa zTN4Y;Nn?AT`B2P&xAb-fgkIJq57^4-O`Z_dTD3B-_v5k&I9XGtY1p5!4;Bk33OVr6bXa#q zS7U**R7sVm%%}zB-y?|8!$sDzER=8Fh=s6U*=s#p=VYZ14`XFpJdDzXbX>{saHE2X zUid3m6_XjSUM$Sb;q>G18P-$Nyx<h2W|Qb-82LR!uk&I2pc#(-7b6R>{n*u#37%|AH+ zU!gcpLauKL(7$#ZfgVneENq;%B{CfhPp&n7hH`78R=Cs$@M$9FmGlvoLp65=gUc|X&)CGKv zd($i%tQwLz%VdvQQxpIKk8wUXm$#|S3Ko+XfYACm9T|8HBX!wdVswuMH8lK71UKl zFL+I7DNv7%2U=u9jl&{7P{a<;v3u{g(gr^FBMYrmlh-HknB|37a_{|8hS3edvd>9q zE`tFW`XSD8u&f-rHUQ1=v3yI;qFg${HKdL*^^5)jmnQ%*E%?!oxL_JQzgVx0@b2O5 z%*|7!Iu3CRCWD$TSQYa0gWI2G2T99~w4u4^Rgt638rad35MP$OEUbhI|YYXV5#Op=~hjx93 z70SbQhpIGk)Cp)plxBtUt9HYIeV+}I4l9&Yknjp+OBV79GCBGRfXk(r&UefRi(%vT zM0Bw)<+QEJG-N+aJ9y!Sa856@0H+E|qIXRk^~nZLz=Vmo)P+0*Y; z`I~Nmb@$hKuZqN_;_*)!l#dfzx%R5KIyPA@Mx^w1uga-%ugX$;L*@{&nNezoi}*a; zUJb|UWRZ7VVsGUD|HY@GAD!9WaBpjAb-As@g_{MDhF5fwhIk<=4bNJ$AkuL2m$WoI z9UX?*Y4Ni!mo((=3~Bf@qvLql)(dIau%sdG2x)jZjfbV79BnL0`XdcP%527fVmo(B zr`5B_a#K^MJwOMFY?wphTUFc3e@nZ-*qywgTVUP&b(V$_m#Xvi2Ic!A4P70ZEVm%i z@H8n6mpPoxBxO@VxSO=YiA3YO%E;N{e&qPDpkLnd>~o8L}h(qOI0cK331Pt4z@;HvBk9?NZh?MX|m#Iy%QXSUn??z0vzTI9QQ zyaIV3X^#}eddQ!`>pb%NH0H5?>M*=5s6&U@O3`_2?r)8&Rd&OhLNS8Cv|jHWs3IwY zeBJ&k9GY^1Jl^*W?3(h%8ocdNXV#M22W`&P;VnlUCGE!HA&fQP2`JQ?+Z)Z=-2G$l zq&Hi2?BXJ?&m1ZX`0rDT{2mRJGX^*Zm!6LC{W0ZRYR!=get39zyw#+0ssP_ar8SAK za1RY4Z`c2(Ha8Yo-ZCjm3x*{r?q4J*DA^^~!u#b34aZ43*Iv`q3vUM`y;*p_zUPp1 zSa_#`gt=xZ7`_X7nj6U$8%ag@TgZ~%>=ER?ED1f>*E?j1gj##BhoZY6lP0qqxopf} zYZDD82{|A|tno~s=MRoOdd`j$TG`Q2eiwoDJ@_V}+nCEtw)o`n0C$W;&JK5bIX5ZE z@81(-|CeJA{)thI(*?-y#8P(rOfZWQHif>zSmE*ZU^M5CF z){O%3g-@72YH+J z8QDFW;EE{fmY~C#Ycal6uyM;L(!ukzd<|T)8R(Ej2`t{89?A?97$)FiDPY;SaqI9d zyv1i&-s0_78Xgk&D~d8|{kR2$SpbjmZChdY^J;mc;Dq=!c`hFbcW3xWMvRX8=_45k zNMpE4q7TFbxs680>?6k>i=h5^OhP(67Xymz-0i_g?J;>yx4^pl>+CU+xKs?d%ix1J z@srDc?CRKLz!)LZTmSJH(qppR_L#Vx!i_GS!Y+VKp=SaNV~O1nmTyGgPWFwsd^)%CI&9CWTizdzDybv_*EeRlV!0leE?%G?Iq_=HyUZKpZ3a|%Xx1~st({+2=urax9G?#?i2{=n$CpC-+Dl4J?gN_Y z)JD%gbqlP!zs^RF#HE@Oe{XO~oRrLE^td`USu{pG_15S)OBy{Z`epRE0Jg-XSpw!y za9$3AFe*@Si0XZy)UGzaf2$2o4ohAEE3F&s^NVzB&9g>fPgSlq+!gjLC2m`eUjf z;@b_er|$fy042oJSri5J{>jKzRxhB9EORxq;@Z2iA zYduc(JGj>6rr*ID!pTa5j_5iJrq9EF9@J?lINkhVVu-7Vf-D`;8n*_q(pTda1|koV zVRu!?wW|L1qulUg-?vq!)p7d$qo?jtb+jAarQTGfR%jYQY{zq98oWtNZn*-Fo9GE1 zh|uZt-V2vm2{Mn0&Kypk+jgpg2wWQ6FNsh<5(z^_f5SK=E6z_3394uyDFzOrdXW-a za5N)Xn*LeD!NyO&0K!uAAbl|J5`&T$u)=sN{Sw{M(g^Mf)P69b;S8t^Lw4_XpjJYm zojWVpMlR%mcsb)2NbbZ;^oX%yvKV zV5odc%oFPn(=~xS2xbGya@J5M+nf+8#F^rKfuJw-mdxQ&;)4#R{#VgicgB_P5^V+1 zOjie=H#$g<=Mg^no%WmiGDqWA<-|>*Fy<^azt6$l+-w9wNa4K8Zw3CJ6eE@lnn9?9 z`2Uat|NkvI%ZYzi2PXcznPTM^ufz)AZKx~ZllrCfH?Ig>q_!rT>CX76VCK-8Qt48Z zxaHi%s$abnE(zpLPpIwbMp;dR$oZQSbbtCY`m}`qUkJ6NnAETJf;uH=d8Q@D$5Q3a28 zJA2sZh2h{xEZn9FJgE1B2q}%nSXBIoz$CclOM;NOxh7oEejyFlq@O7#?`c&~2^oog z%qh~4HXjNIzu#L3!+G)T58LzNyP`A4yx6Sg#jJvdD$Hnys;an0yf`)-X5N`uahIfO zL3&x2UlPB5HPhx)(I2trW>~g%QbKESY9_&J9cJNw*MU(vbnRLl2=eBPbbR@`{V`uds@#YH#dhvw?DXYXuIm<9cYmGDSBXny zzW$U!^*FhbYkltO*krdDq0!s*`9;!v9q5<&>H^plVkW@tlYLdCRj(Cuww@;ke_eXh zvM1A92CHv4Jcr_kaP-T$8@Vs$@XG{eNevOlWeM6Vv?$Up;!JGFqV5P)IPmYlss)|Mf`U;@h3%S+ zVr43@aQy)7iP7Om+4qP5MdHo0A=*oZhb1-Wh9JYE3C(37Luf>t;UI$?yEY=YM)5-8 zS|C7LH;`L)L zTZOwbY?Tif9rx2#S+Z%HF~x90aM<6|XxLhjV~s^ff2@^|E}zAKVmo(R52>APpY9e| zcYmF&6^Tp5aDQ#kJx+k-vQ}Ijn+z8tIC^WXtdZ8r3H`EGTmYMb%mlc-TC2#0m7XRZ zCEF-2U7o{6S-Gb+*+M~PIbnmlV%DC0Y5ZC}j;~VLC!6oG?UOS_XAb-1qx;~Fm{p^v z;{SDcE2&meJ+Mn~YHSV1T2@LpT9lk;+r6=ZcZoMXHtG%FFiadxU&o0A>bzPG=O3!! zpiWph1rJ-_CSbUs;4um^g(n%$mZoQ#+^lLxq-o-Cf!Hn~l5+J@fi$VPElX%QBSRA2zbD8(n$TzlvWNE2RtMQ71lk@l zE40hE3^-LamVquX!(Y7Q_+SZv`Xo3_`O=jo=0d$S<9c9;t-NA0X56NYlFNd-3RtD7 z_JPe7z!tmq1=<$7Rq%DZ_RnRDad(C-w%6#mkG5F(f1d=IEnKFX<-};vVAvFsLyg5p ze@wBEEOQu8Z0By%D77gz+byu}{yLjt5|@g>%LduwWM?i@%+;~UZ!waix2D*|(iA(f zU#6G~U`vvj=bGo;+5(PV3a&q8v%wn4u}nT92pDKX7$2wp^N5@(E0@`>LGA6%jv4$T#Rpc_Jf zMh+{0X<*gjG@aw2AiXT|pjE{YB#5c{j|$_Bp~LIcclf z>0R}vnnQ3k_=ftz78e+7=#A<}`jJ=lCP!Z5-{r@Y`p-$X>XW(Jp`pV#Y|$SRwU1WG zQo|FNkYgeFh6AcN-vS$HzZ^I)hv67!_o#YrGnppBb1`=PHZ@rM$rA6A3ve-F=z zgW=Yg2SepMW1d*4`KtqV(2S(g!6Wwt+5fJ$WFKCk4S>6e*dYU~qz9j23}@h`78xGg z#HYB4^!PX-B4#B<#1ny&Z=#RB>}0;jfs?QI3MVm&*lBe5y#H9h`+t>n6z>R{@Tbpj z#Bl0Rxd+_6(pQoJCC&PJ%UOvAk9jTT-xDN0f3T+{4ws?NbCCFKbk>~_YK7%p&7PUH z*>E`bSy}17A=d?0C7|1KB`h{hs>I)db~_Uq%OG1q+TH7*9gSQ& z4qRvZb_dzK#+DMwi{~X|w=Xw9Z=38 za_~HOtVIsp6KwlnzleLEgKg)tQXwR+tJ#BDn+=KEP?Sk+(3}&y(9tOOCC|z7MTz`h zNkG0SfXdg=%fiiJNTA0OTFb!sp#-|$K}s5Wk_74sv^y-&3@&}&!h@D!qK91S!q_h} z#xfAXz4?kb)#l@lVRJiaPT~MtVIyr6C&sz`$gQJcJS@rWu-z$TvxN7$=Ym4 z+)r^6>8+l#+#VE-Z(shL5P3_Y{l5~>Zql-|@L4?6C)0JmgNQWrB;nH)XdQ*mX$ucp zhAAHMrwe2M*(?6cFtUCLA9DR^ZZ{d0gb$tvkG1fjdqVg;vtPs=bMWmI=q%@w%hl}G ztj&hPXA?J(Uidsc#xJW8t~1)AuSvw;oq%|gnw`bZSVC(VRBmYd6dYuvp(lx-u0ZQ3 zejZqO&@xQ&Q2e+sb_ZiD10hTf%`mclh@VyP_;Bb!^SjBh?G@^U;5iE*eN#xFU+EWp z#~rNuOIZmK(%04OYqK^R()ZQeM0yEyQHOw!#=I|y&TzdhCDMly2w~Eyp zW*AvNgwL`uWK3vQH+i+aWW)%a&&ryR_>FDvpxn!1|3HEXjWP4{vW>1ECd zl&#_Cr)caCndt8jGTM9;2KdXYl3vQrS;sV_n7(OJMYdm!xPp+w`$d+Mb z{h5l$QPRv{@8IjJ zG!=u4Fpd8VlkpS%!hgwu|Bopsc`^<}hA%jRUh2zqbdBf_c|;i)%_QA%G96cq`FVkw zC9EmALcI_?SB?VzrXa+369|z3W8u^+J6PjeSqTwNO;@wu$l7d3->-5L>8Iw}&e@n6 z`M#BYQHL+2#5{F4etwwL?yQW@NoXw>kqax|%(bwb^jmzLc9tKW#6vrY&PV*r}j#pJDdC zr(YDQIVkd53U20*^X2R{01{k7pY>%DyT@#omdM0|~8Vn4F>3iia`7gbhWBtJ&Kbbs0u$vRa0bnW7{^ z6W=%=1m(ScYDZZ&O|+Ly)GCdmH!txwP<=0G>qA*LxcyJigxa(kGn}FJQq=7|+FmtT zugy)?4pom9lXl*HdbI{pZZD7Qm>gKKXwmLFFg0wyQG2Cd*u|>-6M2wa`Nvfy$E^Hg zg4%w1w4(J$SissEhIlbr@VnDNeXb(hX5n#bSf}_KxEmw9M6fF&ovL35&#&t=5ZB3a z)(Lw3IJ$5AFYJA@R>$efMy|THhI6?JX07$`w$QYH)?4ux7LBZb$A;=pL}$oqFb+$) z`!kCdEz-m1Q`eq&=nc(!t2y(;LyxKr|BX=(g`4K-fUH^_l?$pkhOCH<_jM}KRGn^6 z)#>?Ks~(h|u9mRvA0;U1jK8sc^;QuDsIfu+MjYo{L?tIQh6j8AAa?K9s+D;@39vS& z%C^(_e+6$`VH5?RoDJybLFFivfI_3g!?pVG@Ou12MF;wY3OfuBS8L7TVIK;54fQd( zCc(r^apHhin(`)4rU0d=Xem5d@~g+=J)De*v#T*6sz!xE1NGW;y)a8};b6iRsz%jY zd>A%0jVe+2uXwnLoR}g&nkiQ1rdkyq0qRy&sTak_&saAn%#m5<{T}_uJ%u-eN_L0bP-SJt$a{(Fre7Z zoxX$gXIi|dTVUP&buLXPajCfc=M37%SwXo<6S_J!nJz|r^tLqNpe#*zQol+Qx&XGs znX!Uymv&XTSTPoVh1oe2k1LGhpfK+cmTyh0-0%#ifp53F4rMCWE!C8j-H|w&b6AK?pXflp*6UyF&%eU9; zgb+5Qq8z_ozMYSSd^}!-vXl)-1jKN=b7ouhrCg)6xT^=s@|3l3K2&OJy&XHewKJu) zQfXRGqssGNK&b^#o{xcqN{;=rV2yZDolALgcLtmMgVAw6m1o*D-=Yz%KIMpG(b6CF z8B*s-ASt$UC)1}_pZ`q+U|S(2u|uSNh2u?;yfHXa8eH$IP`GZ%K|4{KokN{k z9PinpV+Ejo;m$=FS@>F^e6cR|9b4ql#ivDY8V+9HFRjl?!fBpp!&J2|OEJhN9(o-Q z^NELEF9u5YOSsvK!Ae!Vh2+I5gs{pdlG}+S++Lnid!hDBRh?D{Ju{)vxM`9~S-4M1RSOit$(-!qV2^JCn>1A#HUDWfZ2zeRo~aL z-YX&{L0f>j5y}||TN$r4XS~B4#>YXIDI0;Q>G@|XU?7L-yD7?kNa{WDSc3C{V+s5) zet6D>aUwzDo5GIztKKpw=b?n^oE7F1%U1g9{QnP~fh{kNDO`SR4kP%y8dM(-Bk+4T zo(?1Uzr7{Q+TKz*bUuI8LFKEnQaNNESF_K|+HA-?S8@~S6Wh0B(4d+cdgFPACZrLz zKY>n`5tbNtcw`9~6ZrSw(IK_4m`-Rr!%Po(;A;*ZAV9PQw$e8-a)6rFZ!^E}FlG=% zA)mWYcORoJ14T?e&oHu3NM5c8*n@KoRzr>{b5c(Yi<4LSZv-!}Bn$2eQTCR8k@)Kl zHhyDPT7)EaHT#CF&4wg?y`oQQi(oV4P?u)BriL%cE=+Dg&h9@IbZsZIHp%s4ciy)zvmHrR$LV+Hop2q}0t)p~qh@Z<6HkP` zdUn{HAth30Y!GR1UNd&Zp(ord;e26irsTv8mDj=N zJ*%9KYO&Cq39>WzgukDlhmS1gloua8f|p+>*h|KFGAMyiw=7G;%VwOXmNw24GHS@b zac6ozO9yQH-J;t33G;2|b#&)hJ377#b`3(B!FN~3d^TMNNAg}+OwRD_xL(BT&W?~6 z;zyqhV9YVC+2J4St#-(2n8_lKyqXwRx-bYUMX((lZfr!BI=w8I?w!45I#+P%wCC&K z(&Ok1V)OV4F8!_=R3C#&eh>W&E}aqKi=Y&NUTmoIRo$-$X82rhnIV)wXA=t;A*a7( zyk`(>p>_K=igc-$Y2uV?aj2zuB5?Ape&OUC2Ts1xE1bj_w@G;cp~e5ntfL5nPd>}{ zHTXnlkB~wM*xZag;p`DS4<0M0hq@<7e8I*(IX%vGkoX*Qmec9sYWA$G&4#n-bZ#Pj z~StNTTf^Bfe}uHa_&ID^VRuqP)9jo=n~JuVuZVcLa4(lxd# zcx<_Zq#|pEk%a=`X$nI<2((bZm@PZaA(jgZ0b_b0c+OG3csRX)VaVxog)ed%qyN_3QNcY7tyDE zna-|pzLdwAfjLcbA1Bk9R4^^LG_zQ<87dghgU4D0(>+0j-%X%G26TmU`9cS`d?+gw z!ny2f_WfC#4T<|6ZX&%3zQCBvV$~X;J?j+y$9@szA_r0aPJzxG^7LQ|8vqHOp)dL} zb6vyx3=b~@E1JYTPG&AC;;YGn5zI}~dWO!W7lP+n5%Wz!h=EPHR zGO(aY)Z=8*E*nFDKr@GBKrdOdBY4Ktpc?}DZ%;se1}udW^%)MncxzVVhZEJ+?3=ST z8`AXGxQX-=)ij-DI7Z_<>ty}2ei7vo2T}f5fzIp^n$8A5f@kQ9zD!ux@IK1J%fN~z zaeFXfGc*yVu_&i@H%-K+vHVU}AN&6VCAd{IEoL~G(^zDZLnLT3Kxr&zg8dM|>qj=p z+Be%VA~_gzY(%Ns9~|~}dXu%*ILbM(c4~Ny(lquB?$|L#yZN|=V1a5m1M{4tEB{2ZzpzXun8|JBFoW*B2+cHQ!) zI`mAifqxhiiwzCh72GR*GDyIKy8`l!#~bA5#xu`?u)=l68$y=sSSVh&^Y{ThMr9-g zhh2Fcn}f-9s+wFkLqn{4;ZfQR@m+|uneBnw;+B{vW(HmRs?5?{&qqJA`b=j-lF1)P zAc<{=gHuGxfWH z1NbeljM}g4YW9EvKQ&(+KK7cPRS($GVR1D&W&dp`p=y(mmW!!faQ-sGnE`zvQ@ff~Ox?|B%P&UB_VU|K35=kZ(%)?QxMq!# z(=i>iR~MR1*tSUV#Su0M6;8tAdZc+C5m7t>(hrW5_Y)?9gl9YJ-FTRs`0mQlw(`&W zu~fPCo3=oSXK5#QmZJDd#TplBnGx|Vq`@i&dR)=Ztx1F`hQZ@f9I>Y?#fu4Wf zzTj|~t=?pzS@4?kb2z941p-x?{B|4%v#Z)HPNO`aIw?jSXQX~_H0xL<@dHXmA0F1* zC~$m?mWRF}u(oqgQv7~TfXhrB7V9(1>aWsc)V-<|MtED0?a73uGf0#0xP*NUvPn3! zShkK!kgs(BcZGkZlu$YPrU3PnEf7SjNQc`c504{IBj;27PPr0zod)-}t%Ev9s)z;tL7xH|Zz(Lp)2 z&HHS<6^W{plQ(L-RjM>cAY!Ll)d|w`-WW;Up>=%7?o>%_>tRVuhgB8S-X%+*c5YVE zV_yP`SoZ7+H6l6N^i9Ee_a!u&LBfQV?HvwbDq+yV^a84H8;>_JT-kz@v$?p^HQZYT zZgO&^tAp%Z`KsHM?p6oO;T$%uwKmUt=Ekw@Y;sba`Btmq55zEFC#-dF6r8L33 zJWH6Ts=x)W(Hd7GTAh)jnH}6*JWOvDCR8#1B8-d4(!tUs)g_*oDbx!SbX=R{wBv4c zf`=XyWR*OWf#pNVcBg~opD#Mg$wRIVvh&a`ZFMmd9h$+Rj$XAjI}TfM)QgHIeMBeD zZvfGQjWG>691)x~Yf!(3?Fzab6{zeX-R^SG?H5I7IqBx=AP3!UtkeqFo=W>-CyNuM zSr8=^-DvL~Z#|8nTkqNxbo&i~${y0~ZU^1oE;`FeH&+MQ>2|3&lhUu(=_k4%K&DR& z)uL1vw{U$WO@ogLm?eTO(;!`Oi$70jGJ}i^&4POzG?U}kW`W}fO8H_3K-1Q^_{U=p zs%d*C!I{g-abf=>0{)yc#??Xg8PjlvA5ui6VZ^vR#AA_gc3e!_n0{#@AWsSmc3?{i zc!(vT6#-ekwWo{zaPB?NG56%y_1xn^*9lSo82n1HB%4k~OZly|K>HrzUH2b#hnJsz z?6I;Yh!Djxk5GI`2*@>!U4;B^!Gt-dv8w}f8g~Ohf`{F;S~q>AW>@Wj1I76f-`87^ zM>z5`?Fa63B)iK|Yr3HA&dJj{!k*UPl=`9a9VdZ-@5H6(yFuCmp+^?)B|72voHoew zLpjnoG|3LX!1dQ1J=-f9IH7z3Cr$GKz2g`ag_9@o^X5h6BL8Ul0n#b_Ri4IWZ+V8V zCAv|;#ScQ)`0l%x&>M67`vZKf^R>a(Caz^pG&_jjZeCnIq<$Rcr}KP$K3{)^9xN&U zEd5wseo*~*0YCaVzCMKO!{ry^T7D5-ex5Ebrprs{@>06IEV%bD{dR;dFQ>~d(4|e6 zSJ35^xa=*zim$K66|wYRr2Ef@dh$4ayLr{j z*pc$v=-%7u@(x@cF29q0t-E5FTuzX#Wc%kSmi z>q{{N2=n*huf65>;|j6*LHqz4v`;xyt4~hUTGi$V{f21Chw&tma?oD3Y16iiQcI~@ zO1!Bmvv)xtcRHrU?#n$9{u~1cCqQeweQG$ySsXs!EILNHc$*v|{*I1sI?ebT{iGXV ztNahK=)4m>J0Y0DgI4+f@Q3ApQ9u4wHB){zo|Uhs%hea)@=UrMxe%9^(&ZN~#^sfC zIYO70(xtivmjiTp`C43FMwb`TgBQ@{!*sIxhv@QNy1bh%FT4bo7trOjOK~}cF7KoV zZ==i4Aepj!m@c0pW&BrkxrPSxEFSh3BLh9cgFM0mJi>#+@96ai59$aH=m-zy2oK~4 z4+3}4_Yv;=2zPvhJ3Yc39^uZ8w95bHcf`nGY0Sv@Asza}$kjYpaKp%W1>uH~@hH8_$oR}N=qVxNyYw3)pWP4(kH)Q|6|AKz0yzOR1#7k*$G|2O?uRQ@4;l%K@qL9p*_ zN6U+mfroaMsvpboV{dtd`ePOU5h#W7YW)4+QOxuCvRiLecmwTZ@tO&d3D*tmIrkTtp=k~)C znq`%F9Qy%Rt$ITK+3K{42a9gWyBop5fTr$H*-WH8{W(cRlh5P!tzi#imM?Vilb>P&=2L4C{4>ay?qBRA8&BNaU1y%q{pqOqGE^ zg>{X<@{c5hf}d^@L}nJqvtkP6-Syq`)5rFKb@Y0~8zy27tMbR}c;%!Jf1SZ=8Dfej z9(sdXS3L31qd13Jr4h`Qre~=BajA+z$XqEoXf<4fD1O6P)L^)2&rh17_K?q8qt=L# z^>^S9B)KZ)*7t~KQEj=@Y$ALOrwnSn5dvBpI!^GXeGGcf-#RSz5Q3 z5jJ$=Y8|9*32OdyLX#P++dm*@2MgUBEo#cqLptz2iQj(8(M#Y@0wrfdjM7V$g1E=V zUq|Ws`5_$8I)!8>3VlU+jy8xFA`%ju$ue*p6~VbUxDuq;zB*Z_6sk&LyoeLsXHXJc z1u)b^iilWR-xs`T=;*4NUv!Q;xLemM$MT-5kdGI!2cYQHiWoT-@u(v?0VNLYir0@_y}YiLiB+$shq@zX;=VUwbxpm-N$ z&INuwwdcKo2}_f@YV58b8}%Sn)K-m{kh-6;K-w=*u4KyjX?WOxPs(v9F;T+*80lXX zdO5Pg-gw`@lt(jn@yxW>ua^QMut?f*he!~Ap#~S{t z$ePN;bJ@|-?wlF(sbh^7-XokiorGMH%+*7=Wb?5lm*PCiU3m2_x-*OhVMWQyIZvg& zR1gR;R%adG7O44FZ%G-hbe>~P@o$K(a{74e=D%t*pWf?sOCbDtu92v3%+HS3D!%?u zQ;>ZWeyX)sS8J&ne?SD$4=Tl}W75gG9Zqf%6eD=#E`GByR@t6Lz>gFi1+HZn2 zzqBSZw<74VK_E%eBLjPd(qga0Uh73yIq6|HpPe2DZYtJ`@TMVj3t_B~&I>#cV;b9e zutz6cn2zDr*Z}S7EwJ3CEx`}8YE6zId$WZ)Tz|$FQ>A*Nxu0ap*mg}rUy!WtrfVr? zZWQR0lrzOldnrb(yH*|yz9U#+Z$g6^SRu3xpKGy#9J`h@iwC-Zkk``dyP-oDjhkgj z2SO4`EJhy)WKJG)WNuFnZ!VXQP2KAR>^Ud8-Ml%`yBU2#5XiPaEX(hMX9#Cym%baq#!roinq=$+eQVI=rjcO=V}i5*Y84F({*9?Nt?Iu(U`l zv{xZjhmQW+a?~nXwwH>S87U#ReN1)w3n|I`Nnp)gu%kUt9p4Wp8!fw!mOq2{{K((m z;#cL6MQ3669ISdcUAIH!AE1%;Db2$4{+ZHbaRdhm!U=ve#z8sh+Rx0~> zo95A*m$e6qhl>;YIl1%b&5PS7@zdF2vp~@qswvf8Rh%rb`|s$(?bX-`I$3PY)DGcM zdw~DiPl?S(XSO%m%P^?M(fg0KPl%4JfCN3tzxyHq|7H5^D|GoPUA~4(3fx#6n?8_t zvR;y?)re$8^Pv!RzbgnL6;TGg5r*o zObu>a{6c}1LvZk}NAQl%ktFqx|0jxdipqKQ778TtTeGc36AQFTrFO_L!xp4Rf$u*P zNXU)v&}5tF9^V5R-;KbsQRYSTff)T~`!)Jv=h63I<$msUg(?LmR470>9}z#8w#@US z7X?DT)-QxiTL}5G=qjgTwwwQ=(R}*#`VJqfeyql8%+ap+^`>FHo+dDFx%cL%L_~{? zZev2`Y)jB)$rX^jz00!=r`n7~oBwAZFN5R^ll1K7v(x6z;XQ@R+PjYQSl-k|`5#4`D~zK|{qzHfQ5L-ib(LCncC8DDHe`i~mZCqYe)x_c%muwA zOc($zS%f)9bfwoSxAq<(0zlcT6!P5|yuQ&8a-I#~Sq6Z)IL~fAJLf%iQ{kY$4v(;$ zf8z6aak^CH{As@wj9&zqU3VNA9@}4_fMWrx@BI{^*-tBXZw7iFTUh6?y&p+C{sGaW z1Gm>`{eP%d9c-d>v5F#NA5W=5w^i>=T5OVw8d3@oWJY%XP>t3B=;uf9a7`!leC(kIULRzKh6=Eu932OIy%;< zjgVG>>vL_RO2@rV6dJ{~>%9S$CRZ#V7ml*u=zXnlCcW`_sh&n}guPHaT$r6h=F-^g z{C?%e(W+?7oW4KZ(~%>p9F85~;q{V@Yl40*rZm~O^B3E*qo<3(nclHeEzC;E<9IG6 z&CexZBA48$SaL_AP|F>&N`!n%k|x(Iwg*%Zu;-k`cJt;e?q>7}zB1ePw^run4zD`p zKhUNwsNzYLzok+ZEddb~2lrA|?EOPC&E{NV`-Tm3#kt0)a#oGj>eKZ1$i|HuuiS94 zYGou8GmWT;X>PtcZLg9_*9Dr~sBG$bLGbL`1l=TyWZ+qLdW4Ry0pwNeuAjPik@B>? z1)VvZ9mf=uh~luAX4@+pMcB`cTH1{bQW!*l4)_{C zr*}>Az5(A-pK4XYSR5ujZC{TTH|g-MV3W`Hh)sM92ae0#FS^nu^*@Qu?Ad(xhZZkd zq!QM!04X+TAu>VE$U~ISN}ftGhyvItIII@d_=!cyyjL5?g_bAEYdKV?%wdyiYqnS~ zO@#FX@twbl371ssM(-Qgsr;ONhHDM>+9X1v>>w?n+d^fw1`nw37{zKIr4XCN*}0|) zPSdtmluE3_laFW0zpAaQhM(S|)?`!2%!AOVQ&~!?ovadWsZwIIR4-2Y4<~9JI zT_3_eS!|}5QYr6z3+$-fK*bu_b}cGeAHj|23l=?^!QSE75{3zo>WyNBQrs0@)#J$` z283P27(PKkwfYq1$EL=3m59oH*TP9m7(r9xIB;j4mW#ApFwMy4N6E%g3q&l<0L8?FwvEGs{5a97Nn|4eAO8v&c<$Q%}w4oJ$uCS}%?m{H~tKuhnt z&wz&S2uPM+*&7dE2+0~$ySL(KeE3g#NLaZ}FVLLqf@e(2fAN%*zW7^U_v{{F*O#z? zM`8ERJ0z^+5v^8B3np(Q=yEj1+%xc4K9}$mRbwV1hmSoXuVX~!6Q=z{(KC-diq>@2 z6k>WL@kopo`_zTBR$EzDCad?mri} zxUIM33mo3NU+NGQ9dWVlI@;IEw$dERf5334%#V<{86rWME=Jh1i|+*VWBr2u;WW_q zATIjMJ>;b$)hprNsr-7g?bk$&0MhmBo>(C4tmtzmWQJ2T~sp zo#k`n>~?ifH9ANiUEO_Ku~bENIX1B|fx>VGSYqO+Wob9IoNa+h3JLD+PP+}e|Hsn?6u zX^^6-$jJMCK|zBkDZdf;eoUaChxl$g@cl;7Sx$VrIxz9wjVg_IdO9birAXp30f)+Q zPs(PF;H^{G$x4D#B?=Y~)%S1Rym|lpJ@|W&69oqc=5W4Hb0~bY-Wx162G@J~Q~W&- z1%@gFmC3>2I9D}m`_R5(CgrUBD9D>R7qR>(r9qfSr#i9_cfV%8_KtoeB|qiKLsZ=v z-n-v3I!;gGvzUw&yxO|i3kYQ_R^wh0Gxr~84D428gajjuomN9Czwk>)GK@)u3^PN^ zU!zpS?x^v122$e0^*7OUnyk?8;yquC2U(%1s1Y;kdz%-!O6G+wapZ-T-vgFL`A}RR zJX(G~ejo+3`~m#Tn*i!WgC&v76v=&5u_e}Q5Jf?-yMK&g?^G*6zn%+P&|#y?uCiA5g+R($ef4(o3mqz*;|54XCSC*V1ff z^J}WrY{9QfPRKRG!+H^=HiXP<7f_y@0Ht*j*tTp#&;wA)VY{Od1hS)$&`xI;EOK#w zX2Q_pWJ1EBj^SByZ*>qz;>maYbjGFSLX43a=@#9tftj<>?4W%CT<0U@sqbxF>GgGLI!JqyYzvXvwcT5xPkIBMjFLx168pO8WFnq*95a)(OZrQ!!hsu zEqh9D6`cWUQ%ruD00e;2A*VRUvfj^}&I)G`1N1S{f#-uq_M#VN%*Rnt5rcogqtl~85 z`0*C>PZ@0#LLsJc445_?S0f4S{+_h!dH}hU1vdy}%jJcY$+nD;CWVr^C75MTLX#Q9 zOXyjCzk^xi__b$wITJPyq{I^jq5efAu0+8QY}SPVskuX%2R|0XGILrl9XvfmZtEVv|R4t?>o z=T1$HR7$fYRB0wgH)8kpV}bsc_jV$L`r)IWw)MlyL}w2Dz*&y9Dx$!K++|Hcf*dhx z4J`f104qI0f5OpTtRI9wd3>I?HSpn=*i77n6TS&s(ig(MmCZSnddD8>zi|ZniHD8` zRRPD?BQUn!Q^#JR<_#$w%73=99A8N$-tjYXDMDT+@NNhMBW%`Q&Ol2E>faNb^QMGG zb193DJ2*!|pq0gv^_Ih?MkU=P=bFO1 zEA8N7vQFaZ?)#BVbUPKXgJB490s|0hPl*4jS36j&AL4@fBy3FSHAI`+uywUiS+h=U zi`?CUqCqyybKsC1BB?T4K;crgAS_l7mg==C?cY_2MYILBR&T6RcIQN)i9Bss&<#q> zMs-p@JVap!UJ7f`IqG@4rqr!NwN_oy!s0Sp_i__%UK+1R>Nm8|%H_O#jse+%%D0CG^TK%|_KVy$w%-Jes-G>U=yFc|q+hDXhPVYv!h&-~&fb-8fpDZ=z zDg`nv8EbxOkiR}(Mz2c^d-C>pZ>Y7vUa5jdMpP)cD<;}m2@U76oSs;_#L9-2P-x5P zG!onfLc|#5XSo$`xGr#w@dSYodtGq%GAQ1=Xunbw`ltvEg3(jHY7kiG%F7L?Sn{I= zGldmROKoUG(OZQSZ5}CUwtE>!%S#?q~gy8uqHiFu#{Z5;7?&pL3z{C~=}=4fLbWw4eKt z#fhAWqk=yqGv=C!+Y%biH50$!n28b!Jrmbbz55PS7c)~fBavZh4yhPqbr#EE;u^Cx zGvfm8U4-HzReI!-B>F&stb*VBK&1r;et&xxq$j5n-zwN5HtJi>75wJzg3z++c(2iM zeDFJt4)I@@84)Y}vd$ryth+x^{OC*|!V0)cTq+JI8ypZPg>psuT^*aO z7b8k~8|gn;M*5f9k$!hfztLS$r`;}qEzxEMtN!X9y}7cblJy*lx`fzVlGewnIJ7Go zv}y(uHYj#Pd#+Ftzd&ImZ7^_LiJgerG$ZX_DZu{F<_c9tRHh7SE6(85l8E_0=8^tz zwpD4CXcv$EFsy&;8xK!2!IL`oalwdE&E(R#?@DMmj@uJr*kO=q$pg0aE1}Rj_Z6Ye zJq`%CKzRSdV~=-_E%+oB6tWEsFA)yLXN5W9XEah>)70jDwiBm@h zZmHJ}l3G-r7Fx}c9t+wUDvcILRY1=F5^u2oWF4tDRJwxeo80S^!ht%$lT;QMiQ2xu zncCvF;b+F=sTbzBdH)48K>Jpq`H+Y)S!<2sx1f};$_dfqnnP7$wGWca?RyM&y4r0<(kVY9CKMhq381X;25MHF&A0v+XWh&=@+s~Ik){S9=)3&eHg5j zz^4X%ORuNm!VUeNeVC8FFzW53UpN>}F~mz3J)05!z$-0w#|C$WqS}1yC+lFKIg$lv zc8rwYz7`@$Y!$vtws!roN5gpu+CdIBQ2-gt&>8eQjy>p?b))(O`zE0x*Al{|Yb-k} z&PmsWvveKnsG+b_zTT9Cx{FEsk-GR!AxycS>LB(4xLQwpop!a>1b4-|^m4gcxjVzv zS}{6K?>LRyLL>x8+)IKxe}TrpZdEzLSTyu!pHWDShYh5}nPa)Uj}lhJcP2Gr=4Nlb zk57}{$7TKUKDq$5WQFN{JQ%JY3aw@hi+#T&FzW4NsihY=ya)&u0I0Pys{;PIUNBZ7 zv!eq$X^#;WN|aAu!%k&dlHsHk-wWZv6s8qRu{s%9IT(tf9oPqg&x5;yvEL{7NSeTL zJeA7FxAr5pkMG^0Gi~Bu>*Yq9)T*)@36rvr&C-&czZmXGdt-lr+)P@FH~XqZZ^ZX{LNj}`dJl34w$ z1+idn+X`OiaPbOs7;c)4HQn+h3vhRa1-sPfIK2h?&5_>y8`z87sT+8zc^&@kLpY?! z3BW_VsTVbX;8+G==An9rQvvtR=4DHHYM>SjJUrj`r%Nre54>Php9J_GZLiWUg!&s?KtJyVVB@)sgkW&%IW|_Y4kQ&xKju#FgaR4)_fm2dYAs8FqCunhALzWOKyB{pB8yy%J_V(7`4N%F( zC`L?Wb@g0$phYW&ameZeG_UUU?$_a0I&#_HxWuCyMLU=yXjnBt72+r1W56Lp1QpJK zpb#Y5RhBZ{QzPXVB-`H_71Y#qj3G`&P@w2mIh(-;L^Z%K&ERNgj9b42lim+f)?3Jt z2z#5D!Coj>fz!(UL0zGQYXJ)YtPbWV!2+1zzyQn%L}KB@;9XeKgT`u$A9|!({y+h+t|}?3knbdz zlR&@CFQdGjSb$T{eWDQ6%XFSz0f+C=ZY%&dU8t6x5557KYSZ>4UaJw+8517rhW zRQE>(>MAib^E+>C15#R4+Kx7d5msn!@QG8{wM9&Xw5evj#c9jYloRtvfXE^1x1gE> zE$FWGW7W(rQowb5TS%4J-ike5#)cL)TS)a6X(PXc&K!%^-+L+x5{dk$HYkEKex|pa z5iWpR#1A2l@bb^+j2=|`yrCyjT~f72Z3^_hs$b|mNOmWKk|<#E;10SBl7v zV0k`2f|d3NM`X>i3*q-Dgo2fBr-*K+Y89?$ch-RFdhWb(ii zDibYonANIArLu(g#MBzv5e>LWcVdQxLKwe(%_nWRFA<$NTmU=$J@~YbFJK^cHAMjR zT{G+oA|`^n2>u$C@erikD0$X{_5`-J2>^0qD_jg8&4R6sS~;-C4*M^#;Q?DPP_UaE zXNVmXP-#K!je@Z^T{Do={pSJ~*Y^t-zmx_SJ&25NAQbIjL|x`>@e9@u?xdIt#X?ZS zNfkcdj;i%|)d-w-{k1}#ijUn5+$}(6=wsj4F1I@bv0}rM`Qqx_o#D~B&FDCNT>a?| zN_bl@H%idQz9o3|0U8CXD>=qkMD!;&G^9t>Kuesc%@vuIuqw_o>0v7FzC>ovk&)RI z3mchrp`oKDdOKHWV~;&bvK^p!4u>$NY86CeX!9H*1EU`F6$J|r%V6oto9YngU}dD^ zLt2rsq(QZ|X5j$6M(sV5?2g4NTWDV&o}%nqlm4dSbd+Zr zG{5z7L#97A;FI1Khg47XC6;9n@LSK*_8q`RfVyMiZvr?)&2 zTBe_>*zkWqbOy^bJ^ZUQ{1Vjgwt(u-L`S(fJ%s9s*V<71iRjF>x9@&BmW;Y`1=-w) z&LVDIJWK{8)tU@4>l2EEo~d-R2ILmJk``h{1wlx-HB&7 z0M{=9!Zk%H)JlPOW=VgyFixoQ6ZHLd@p%F1aadwfqCo(Ol&e2M)HLDQjVQt2pA{^Z zo4>;q(ibxDcl-a|P(Y=Kxf-4MfK(D+hx?RQ`@kTzkm^uHz`od=7zJZO-6F4w3d5*$ zict?o9}v^|xgk`doU)|D$pVfItI>d~TjPEf)c`~T5-NZ=*a+%-e8)3rqgO9r@k)6S zm~@*)2kyZ1!;N6DU}sJu!DPg+8%8RMKR@Y%fM?at6WWRG!yE9hU!>;xUSLDI6u+22 zZnsOZ^A}fUMRy;D7TvxLUm-*&yJd&d6L#SS#b+AzoQ1^fP9mOZMs-y#?@MWBcMsP5 z7jX_e9aG0On)NYteD~gs_Zw^cj&CdEsFl^JS1($KHT}0g3_Z`u5+|d>zURtwcgC9j z1f%2hYx*VA#`2wR2o4*jwt1y4dtTs`dWhvg1K7T-)FrHnye5`o=2vfXs4tW&^_2^| zQg@-jv|&v&v{$jk3LDQV-5h<=VIQ1B{Nz{?Tu90sh5(jBoa*SC(y$BIYL*LyPA`k; z@jStexy`F^`LN^(d--se=*+QvC}a7slS&M+@f_ImFqX85#Kw@nRM;8*!CAQo>AfsZ{AzDP@rP0gp9(co((_6VK^yzkx&AQeX&sH^UNyuQ{ z(kx`z!|O2R%fjc%b*p=!{k6OY0V1o4xDkDXwIs#Yxwbj|U8|R-ODJ;~cuaO7+Z(6O z`_7F}yiL^RaA?U?Am&^jYhL#kbXziDL{7Vh6XryZrroO(y2v%{Ryd}eghx-iKYHpD zUQA61We=yO3#Hc7?7=dOPui)|GHe{jM;NQH?OV)sSm)OjdX(Y(E->5z1XoX6z1&}j z{f6N1*p*7Y;3{`#EX3Y!bew)6whVYTmSXCb;ImIq`@9&Fy~l#spRj3&>5m%#$H|Xe zVN(gK;wcl;F$%D^i!o0w##SxtV$6jGQx=$LXkUmZ!bo9+H7AuX!ODmJ3|2m7{EXfY zly(?&h`gV?aC0qNaxC1=yAkHSvcNfdMfw=Z-mz*+d{a!K?+c!l!a9zB6U@$V$+mVQ z1dt&SzAHMjmu&3=`(TsU6=}y{;n2xGuzWxfE@?Csj|z3lS_Qisu>b>#)V9vaLbKpC z=jVzj2!c}WVaX5QS~<(zwKPbUUlVm|No-jL$#NdGHj0#M*1so6a8g2}8AuRTNq>fe z1QG&mg6!=vY6X0|$$c4U zzW~<2=DV~tFeI2QR#oP+2Dm$8?q6bboZcE(vc<3k=!W31>#1$F1Z2;#;PuB62(i4= z05)zK=duJOtcssZEXT~R-dX}{r6sU>VJ!g{8Z0SbZu0vO?WtCaa$3pav@a?K1^u#x z{bN<^+`pWbWw?X?^x++9+cU1-2<7A<%m8nw(_HgC(Z0fhBcMVCm1%e-K95#*wEb#C>DZCl6s^(K zBG+7?^UJI+Lxmiyh&ye%a;;F!)ww-9j<7+4vloGWLWBE5wL-iX=$GBer=14qN(Hr2 zVf>d)u$u3e)O1eGcmC8x9xi6D1t-BGp^uzEE*r>Fs0*eG=n;VZ-$$(V4?1@%3G1 zZat1MR|f>K69W8(Bu;f)EUF|aK)n&K$tR^F_pUjWNkVGY6feZd;i%FUp&!ferrEPS~7 zCOQxZro|d#7KQi4EL#3k@xH2Dqc5fzeR}C|^|MOgOYBhDv33fAzE(j+E&PJ2Sreto z+N+(yU1&Ft4yLa784H={~XL!M+kug+$-^rrFOZ&p)hV_Sv)jPc`Pa`DueMI(tuMNPZub2sEn)b;)>H)>{AgF>}aotUIAL< zBQFU5m8x9s8b48EuyKud*UbDil3Y335!ks_3|L|(mneAAxhtX^>c)VgfB4K<6}T&Hc#JC#bMq)NmCi z49F7Ri-I_|P$0f6J&1z`X)jR9q8GcF?^}9168XoGGXm~{$(O?v8Z9hEbOGA$J`Jz*MU+LKxW*DVZ(ebKk zTMI}s4MZY)5{4b#D9yHJsl@*fc~(&}R23)YTqw*<<+xdo7$YY{Qhn1Za;T7_MTZQq zix$TaM1zB7oy%3X`!==|)!}V{-q-XNy{wl)ZNwJAYj$cu^-6T+&_>50Qmq4Le6mZN zuGDu0O5fUBl!k8NqlCy1xh(tNq)^J{$mz;^&+1(Br1YfF+u@!Esb?+E*-}6!;pIC5 z)(<8$m_c!;hjn_P=9vID34a-^xNyPcBCVP&G0nDDP2vP*D$$&_4v{npBYYH0Qb!%4 zbG5@@WYfrmzpjC|i)=*8nRK3hmli?#WxWXM3Y1Qx*F^J5I#s3k_NCDT4JnAhh=3>!7 zcOhmZG9(l+@*pW*6)qMT--ZVHl0cb5J-_w(df^b}akD_@S7XBo*Y6 z6^aWWme=ra?7SkJs{@vTLVPb4- zY;GRs9aI@;U;}3gUF>;>N3M=wCb$>HQsh1CvlzJ=&k$h&zSO6TLq4ELHOG(b*9iBF zcfVKt8hVemhG7n1k3F595S=8&!;x(j{!GOJW9;x4=X8wCkNJDJXo_(+L1G9WI8dC$ z>19~_(O#@N3V4OtCa8;6DAg*}zLbRL-|LxuUm|!nHd2 z=m)h5+Jep?{>-WHs6Q0~LLXPemj?QAKGx`@zaiJ8U!f*uI#1ajnr#(SF81z7m^|iUuYBDg)Q>oI{IG28{)E;t=%;X{_m@N+LqE~bF%=p77JB;hNAK^YnsF5)RU8q;j|>sG0%Bb>tPRubQd>(tXn_zPxiFQv2OjTuhNi7>oB}6DE8@urn})hf8`l!_Ak&JF(@YC&^o?MMY;YhS* z;MPzvx?s1swFg^&Za_e(Spr+{@Yd3)dTR$X?QzF{HV}CS+v#WMB~!cn|#}dxVvx&>^uIt z(Q*21MA&*a)ifL`{yo97CtM4_LvVxsV}b0?W}*<+t7t&0aC}wy6P$-ptakP)4m#DtVuEpBqUHY#PX zB~N?4mcZAGL1eaz?-I=%FR-v({EW~pPN2V#-4ZDh8gtrql?KRo4^)9tx;q8x9M*tG8H8wKURH~IXiTXTTzig~97GZWq z(8;oWY0=J!(MeQT7VS!ZXwsk!?g|_qPH4Cr?zimOGl;hh97`y)J$pG7s_GhpIq~XUA8aX71IZ6KvQz10HU1YMRf)Vd&KQ9dS_^jsJ$c1}1-M?;tVl4Qd zvNH$vp+>_E^?I$o-5Z1zJ?PcO>C|KjXwpX6pnfrhOX(v`nY_V}$9qddS1@Glo3-?Q z44r|S&0xqGF63wc)#}0hisD8km)?)IGcN|(UAg`*=>*V7SJae{cKK}-1s~6af-bUz z*BJDh(%tR5FuI#rr((Fqhd?}zpPVq2r~yr$kL=og|`m%3YN zrJR>QdZq6c8?|0Kf3Y(aVClC3CiR$sz@a5|Jx!!e1nz+o^EQ8iGVmD!qKP{29FGuXp|yzbf}4cW01)lhJW{_vSekk%)L+&Dw+% z|DF(Qx6nw~*pTClMMi(zpdn567^sQU47uE(5>{nTn>2};^SyP0Zk2A(6BgDD>Owt}&r)!kERqB8WyDeva&=39{^ny3`e_PuF$2UHC8tPUkC9AH z1?974XpOko(wg(Xe5TlAKeOFWY8xuwf&kUJ7ao1^=ur8)%NH#Qo>(~p7lr1j5*7D? z&f5v#`^S)yZaO&!!q+AJKaxN!Yto;>6FlrmvV!$gVEhva9pw@PlMX>3q0)k286!rF zO1{`bK5&id_XG-JO@JguYf%7`?Fm;0|I6qgJv;3P`6I$kV5K3wmLUO3#ZlBY30e|S zSv8#U*9EhES&UC&+hVp8LT0;PGMacI$oZ{=4stPB(ZOUA8qH*vrbL+-w`@uxCYLyJ zjr)rNNjcfj)j@VPyvAZfEz&GL^h^I_W5iRhkN1^WjCi7AL^Tr0iSm&k={X5qcH#oNJI*2#n<9D^~~E`D(=CD|Kq< z_G)pu(8RH%BkJ$&?6?U5u*9y#T^A_sis@I1xDM|M5+6tyL@qv@aqyvpSo5L7#*;5f z)Z}73*Qmw>3UV@@s{@nqx`Cj*stB4>`TnEjuVM{?FlD_sRXThW>x{4C@A5Zr@s~9J zPJhQ*n%0uW2vy(xt;LHLZNipWa)zTap2|1kj0~sbYPiiOiFQPLDj~*<^_otvs9%k3* zRnE4)_a-F!J9^ejUCq8lQ98AY<({nc>?m0zCHvTqpy40( zi-s)+4S)atXYXC$=@cX%lZ7D1SqBt6MY5|l{500|@^141AmV5VoLXQn$n z-9tY}21OARGul2D21LadD2Re6D(lbvue+=6{@jPVuDZJabzNQ5WqrTbb#>j}_ncdg zKDTaFS65X}{Qdui57pDvRrlO`UiX}H&pkIe4Nc83HdS-? zRjKbr*5U21^ILvCz|pe~GrRIL)^r6anr?kEWhl4)ASCkQbS2U&V0G6M{*i4Jz~FG~ z3RvmuU=5H@m3MLjkfv7QDmYHXE4RLlLPNWU1!}Gpy-n``6+%4Tpl#VLi5N8#hC?0}7_NvurHJ7<1BOciSV9b&0K~`eGwnlwkfJe~ z!?~h0?B&5;;hXasazmaIc)e2$HATGMW5DYj0$4)4ngGPdt93OhZ4Ij()Hw4Kx&bkt z=@QORS5>xL^xCPXi|Kip8t`^8I*CeONV$_^eBK+w^{F_*COA(8nmYMbfsuraWC9SMk=9*f>%5vZ)j)~E5iI=UtS&nA%L~cQSUE%} z=~P*luhgv5@!Nt1e<9E!X%K@^JQ}>&z$l*QERP1$*shDr-gyNJtUmZ!uu}CjwYPjGF+&$N0H4=>XNMSMzGl>eZx`Y3ptdg;vWGD71>| zkX4kQr?Z=?l_|Q<%SW!3v1hMkc0+OkJ92xl%UyhMnaH$jF5xc7$bx-O(C&ngMq}ut zC(sSG%=T6T?c@lY$qUD8Mn#k8x@=9dU7{(?)b-^8PYK!11Ry@!oypt+uH&$l;5z3} zdY!?Rs#hd`Z4^V4`1JD^1Jn3R-4jGQFQm~#{Pi{if5{Oz{B>dre|ZQIy_7G?p(kP` zQ!fVuN)ob?2|#>S+Dd#uA<&UVp;XUeu5eB*MV3C!Hdm&%d+wb7d_|qnP7Q8QGT)5? zDUt#{>l_t&&=-yQ)ICAgd`P1)n9sA!?>8`?9D&1p7BOEa!bFc{BN7dX7}3<@7Yphd2i45%&(CD-fSP_{DE;OH+uFr8P0=tt z&gTRE3@6f37E&TA&*x zT{?Jfpgs=bW2iX8*IW4dQu<+G@n!U} zq!IQ+aV_3Xmpkb4D!ROyE_c%9HSWDb^w%t1UQ3tP(WOb3*VE+< zxC|BF$k#XFiZr7?p!+Xgg3Dce`)$+zGF15 z4i(>lE5`gzeC$51r}!>>4i(>xYjKzWJwSgwNSF8UFYl#4N9mV`@Yk;8lf$#chw0w? z=<*0Ihl=l~KTGt?2k_Ty@ln1$hARMlkiR^RYw-qpQCU8mR%ps#RJb9I7e!0bxWx}#h?#C8MWKa z>4#;O*1tjrJOOBoG>`ZC=o}y9>*a!TWf$?iwSP}W>7M~kv>rB!Ukya(djZ)vf{)>c zM)B+XV)0+q$2V0o#e4Bv@ou{O&$+n#hAzLP%g^aDK$m{HyoxTbq|1-!@_oAe;|p;4 z2f93S3oa+qZ=Hiaxn&93_z5m8+QQo-7Jaeo^ow)#oJCb-urm_*iS(CsQKft{MVBgN zDc9{D7WUXvgf{N^Khs|;meQ~?bd6;$xr=Jf4Bb3`9W3N(ZQU3aW%8xz>P&gvB|G-4 zQ>FITja5c#>ju^jtXscfALY63!%2(wp!y5bGv$#vr98hbx(Uqc`KvpTzxtv^zQ!@1 z%xYB)0>?z-*hXYWjuHBB@QZ7usFk-1@ZhC%A~a$eJFrE7K%*iAjxD6VkYSrc@gQI z-On9T(>V8>OTF4XPGPzEY~HxgRt6*nqP`^1b4s_+bCwT1CjwL~&E)2q?)Eo&JU1GB znfdH!N<+hJ#FqqS`@4nNvwfIdlN_`DMipjtcQI`JE!ZtK5H3KxTa>k=LF*3!&zE)! z&%Hi8rzhYSr!fsl1f|oYKi? zO04!#Vmdh`{Ec=>iEF!U9w~#Tdte0hUfV6|t?^OsHOZ;xZ&Xn)rK!L#rb?{_G~YZu zH-BCXK@xeTd-MGVwFsKL@7;iK|AF4B{~#`7}L*GV3Ya84dJAa6d!pJ$NiJ%5E71*gw=SK_Ug;92P`ZMrHEF7816*H~gVK@xK zeVgh0b}Z{UDvM7X-(Xd$R(8|CAh|G>wcX_2paJ$XsEKh}5eDK>drh{}Kd^CN)4AN* zVE-o7+Fk)~3i(gDQmsOZ`*dO;l337nZW+gU=KCl5tzn#;huYF~v^oE29pE$R;Ru#W z^0l00_envz$X%*dUXRt=sHtPqkv>oYq*dzvDimrvTJ?)89IiMaI?2sz^yW2KaU!NSQfX}$!}^@>U8F46<%qBPC&J9^kR6Z z(t(|nT*h$5n#$EjCtF(FgS9JqmXjOsYjrrzp+%P6lc{^7H zNztR53wb_q)hQE#9@4Vd&ITNFbaM#Z8>v+GQxDk#w$G5qNboauq2dab*^3o__|A>s zMKyAyTUXV%+#*$KWDnbc4u-TDaL*(%3lYr3u&^)F^Vflo14y0mPIYE>Kt&evCpGNi`9M3NcynC$UAIp7`f3=#FQy{Vg?wvDxbHez~;m- zG=%HDxX+Ef>j(Bx9E0N|wLWlLt%lQo9DBjws$ZEO#rdj0qt}Y_wC$>!o)DAH$J3p3 zyse#{tA64AO1FNLCmo-wp6y7B$?-x0WdDx|?A%htOu@!^*Gj_HxB=vnRNv*^PPurtD} z2#*8&z5ELIGRDxosD{7MFR7tN-aoq|wVB+Zzs*;t1T-wsz39^57@LpFmaq-rz)|G2 z?+H#jGNjQM=ynq%c3cF=ZBHa;ex-q1|7zFazbcc^ksqYS(E>*Un>`Ur{+kSWk z_v|oFAiG#9$D8G z6zZ)jFY>9|-o94buQL@ut7SH>(b(U}Nt{&8e64OtD?T74J-!D?BrHmyav%XC%j9HBSNf8-0tSTx2u0 zxd)E(?@EZoA+fD6)&%wKsoUP72XLgQJQ+eopR(v=bKfUJ8je9pPib7{V-FgGqcmRJ zy|7et#3j-({_%Z;#}@->9{c+nRqWqMPeWEv{nDlMVkgbpL2<9oer2oX>`odD>9gOl z{it$m^`wr=(u_uGf_p~Wwk6m7Fhr_+;<}W>gj%}4b5rQ@{|IR|2H$zYI^+{p8i6CM zXSzB5!QtEJBS0t1MTw_wo8$0)f&njg78K-|z1w2g7apErAMaahi9X^) zTEb6_vzQt&NbJpX{zg|R5=S;oZ#Ob)ZyGPohA^CO{ySBby)Z47IUQCK z9rmE$_x&N@WAK1CPhRO0a~i25=FbdV+KY~zM11e>-Y|DB#+W_6_cyBezLTDY*mr)h zQqxx_&HHRp|D1SC$A}2&v%mQOn{-2>6>EmqLynoIe?(K+6x(Oiaaq=M#(9|p|kk@%WNnm-D{)#nb`47OsWGvDv= zDFPydqX?F}tMdY9VYG_D?w$$g?~UTefJS?p%WC;NCDzQfRN@PzNYost3-1RGx{(8Q z<)`&!bD4|0H?})a}1$LvD z=x9zkR>f61mV>l>@jr3uYV+87ZerhLVJx3T@MgLZH1o=%TmPHh%uunaeX7pRuBGy5 z&ISIXIh%_CsWx}xT=U3QaJgFX>C=FuZ==cLztdmeq04va@;zK^j`mK7H4WLP?NX5F z6O}~wOk$Lk9>{giWRE7<=0{p3e0vfJFCIrM6h*dgf4(Ez7e(Z{M6%7`G}(Tk1~{^8 zU%M20Gm(dx*1yaiOlRAwRivi2`?m+F$N7=m=zgnrs)8zPRix~e>r@}CWR-HYdSB)u z5Fc63*AL!E2R>ux=Rk(~dA>EE@@ab|dt^M|o2^E<)|j5IR4M6}tq1JPrKz?T*_q>% zBfS}iPS>kFybF~75-RTZc%iM#3NJ#_?;}pjK(X$Wd>E)=ZB3s&&#NsGII9*1@l=O0 zcZ0_I0sc)gO)tl)G`%i!^P=gONlm}dujz|hfRMy`-ZWsJo{w(RufCdc>p8AEyk?kX zZg};uZPr(+oKLQDG2DXFb{H(2xmvdN&ci>*lgu<1Dkf~u z0YVnZQ8Uuw4uKPctCn50b&U1^tZJ#BXtOH0r=zIeTE_ppC1gtT&jyfUq~1n~QMC63 zCY}_XljM)Vm9AU1bI!n(K1`%w#%)BQ@6x_6{brwH1X$r%Fi0X?m^mor}i}N8`@`=!lvDiw0}$KSeOjh zj|M$Ug_?Qymb#(u53J^~eU5B>i(0A|rl62}VRPVEzA4p@0yH%?I?}4A`*04Loo@EI zdfT=-vK@6^&a%sPK`7kNgH+nSwebZ*!tH3{yO6MBLmCTW?hw1gT@&B=#AANDME2aV zOD;)?FmhlLRydZ5#}gKW`KF=ijKhzn4RN?m&^iny0s17&?(t@O6Rq3I@8d{^#AZjT zMbEn)59DUZ#-ZJz)tnL=Y#PQE*vS@?j(1Pe4pG|KsP?APwn+B8YyHUKp(YD8+7XK# z&-vRIAk=(Zuxj&qCrPabg*Bgi6|!Bnx7b3KDUT$FO}efG zEBpS#-RwOlgr?qq!3)n%m!Umg_^3hdeY}u@<#$#sKaFzZ*cVQg-A3p_l`HEKHP9 ze;*tBmBGe!FshXUnl2wUfT6uR4j}TaO`!117W%C{IKlC=g2AL^62xpFCYPsrzwm3n z$))31XR79^21U-YKp+=yRtw>Xm}OBc#fg~d6{XMScNpnwIH{2XL*#ea))R`SM zDm#I?FvcT0PBynJk?|qXKgrj6z_b~)$oXqx;4Jkx4MeHmm-!HjBW zJ^geC#D zsZE|#>?(gVOsHG()ruF#QeJSJ1_VDp^D^*rKrAbWl_J?f3vcpIpeGApfg%$Y^KcWR zcbWj4kN`k%!m$yQj~i0Z^~ZR+e$!x|rsVY>TebVS823DA_m%fK+Wnk}h)%Qs!r(OR zzCi;VUAzA%tqd5n~W%Ym_?C&8Q(lmtU_KkmWgH&yzSzC@(&Dy&B%*(8OoSe0nc5Bu) z4OrLH`hc610tE-WmZf<&n?r$8a$2(^je6FenX{Ogv))-s_Vm>3vtNwh?V3+%@%(U; zx2gN#zK)+pf%hy)e=TdL(PvxI==GQZKd$2RrmXumUEJ-@f%okI=)%T>ovZ%DZ$|h4 zM^95a<6>;Qpw)*1C7uhcLhXtww=dNTfHG|WPt`BN}BO6`U(xS`ny504>AiK+< zy0E+2r5&$9+A-T=UV3fo!uIbmf|P6-w)`A%7aM1i_W~KbJI0wOXMd%!dywKzWSq&d zD&tI-Gkwap1C;58R8Ek_*|KgKXQlzSoxz5<$_LhdcnZT#kpsv88bM`cDtcY0V|QI{ zY6KYtl}2r|Rh#7E%TYLi_r-+41jAi`y>lX| zXM=3)$la+1pW+P>+#!1A+R8=a+B2W$VBuOOgUV_3CpNzkDR1Nna@Yi4B_;f z7Yy-&bQ!|K{vLyHKVJX~oL0lg>xErS05&B65E6DZf%0)u3LZd@3cHeShUM1VGuVSz zo4N-tsdu1{Tm#&cVjlUeR-fT|U}_$GhLP(XpW)hwq)8O0WpLVzazlM82hGxn>_$0OWjE@$4$$A}+KnekyK#B9>_*do zeOe%T1ZdL^m5>hIk0^*b%*L5OrV0l!d5l-{d7LMMY>bv@ny_PHwjsFpZGu^(l@Y`^ zA?BSIDXQM?H}CEfzzmV1m-?|nNlD_&REZ@@R>Ao?*zi*?jP^SR)Z`j<)PBJo?D3s( zCS=NN;Y|R@;HWq#$K+ei=g0D6+QfTUdmKV_SvfqKo z>CW8g(ddgBs)AHtqPbI!Rn46`jpk+UJVnl(E4npzng*=T1^R%Sn;dP;`KW4!%wiQG zJCe`x44G9kWVTQaTW@lk>1?8HvktY>G`;EOfNw}=jHzXxEG_$FoioGhS#JdmXAmB% zQf1X7+jL$DSt)AQRnwY{Z|$lZi)MFy-fsf<07o~O&c6mTJ#E3EUHmkyPohYYlkUyu z+122S*C%OR4WYVRjnclA7mlpvDd{#PZA_@KlZR3bAbCdA1HbfR@B{(OU_?#t7{@Vr z*fF&~4@4mzLDfxEQZLTz%Z=40^GKE-!$w9}p2*U+kGEHczc;4Aj0k8TgSeEVlMGeb zJ#C%BiGb=?;I`Gi(k!R>2QO&xT!Eex&87Fmp~WDFcE>8<+10BNJcda#nZpT;d>W)( zcn#&)CV*^J@T=xx)2U10wICyBgCPSgKDbQOd~7ZPY$*VIM__JqNP|K1V2CU51iGN+ z_J<6Zlf8E$y=Sz?j_9&%MG{-rzEZKuefYk#YEzeef|r7AeC>FlijqWIP;sc1N8oS_ ze{RASHol#4ejK#JKt1XP8_4|UTC0Z_(bcPbUp1qd&D{f|$f0bQYr#PCU{ODD`eJ(} z`f9 z_UKa9&=aIR5?Rr5tcnA5x&-KebR$rwN-H|!x1xKS%k$XDOt#D1q2`KO35EEuN_b%I z*12YezwvplbCa8E=Bi4K4y)&xaN|>7`YyYhuHZtGs9FFUp=Bo>ayy5aYjJ2T9gaIz zp$UsD1X=N5t+s!k_u(n4LfK*n!0;x$Va4>r`c!vna0len_ZGolQtkT|JC|_Z<>Y7I z6H@f02u^^lrHVEZUCvE`ua6vleCfyBNvuk~ z2v7xKt4&_0%tXSr^0ayDIP7N#O0G_)hw~gg4C#R_NNEJlxz$8-Dpo)h39*zoUaff5 zoopNMsMeMwasN7m3O-SA=qRGd&P_qwFNQRmNEkk25C%C0M;OkIh$_)<*;I-gVCuKd z0XmB{&v$k!(=OW5OjdcUSyqf$(xq9~W6c(7S;u3|)+@9RcghzG@Y;*#0k?}3nA}aD z!`_WZ!52z?73l*UJyNh@+rfNwv{1`yX|yf(1=svfy4>#h?@!(BAJ=aLFmQYHacw`Z zV2z?=X>H4@@f>&uc7%mL;7*PfN~_L4Z(ZSh%Ne>gu-V#6RaEw)b}#MEaOiC_eG>bV4M}r4)+D!I}Lu`tB>?`5C(D&9!V4|MU}%zi^!B1W>P! ze=(s@j#AwcV>weaBb7`i$}!!saJk9nMxwtMjYNtZjjqum_|P8nGu}N~@OIpz1?oTn z-3VRJJj=;3;8|750nX8e{*4z{msSq&;@=F?$;X+i8+DhNRSsL{uM1q9C%Pwb(FtXJ z@r0if54OX_qbP{b_ewYgI3oikM4PwlsB<7wtySs^p;m7N_65RsBO}%P%>^z>hDsD1 zC`UDlzWz*Rcz9S9kGJCogw|f55_u)~iTX|z9R#@#owSOt({ta zRi)IRT4v583h~};fzY9J5z5Tvp^?S=KV0$N319}6IzJg26(SbG3$lIn;b^sP>uAU`xAzK;u z)}(w^=$XzdWMc3sA_fzqovCS>9DJ5hH%!fiPx&>m4{&so?9yBHn<5{sT(ybtnJfcq<=4f%aJBB zx=th>Yd2Ee==zAT7W!|zE;asXM_n>&DT&M7VA43 z`W4b_qfFh$N)9jI@I0(;X;#|v=rx$a`Xra4wf4<)DPgkKPIl$~>i}lpw9C@OzheN{ zakOJ(+cJ{&laRstbn>$EMyl4j^R*=#_padYUxhT>34ce?Of1bb5`!LHbi)l=fBBB+ z>+&nocGJ%|HpoqH?JMia^OA^KbYjNPo}Oj>OoL9bIaxPHH^z~8hhvpj6|V_JQDvW> z0fNqxeg14+v~`3$BS?kGK?gt9I9+-x1rAdKTGP&RZ4?5cf5o3EIwRH<=DT+qoM?`>OT+ncN3By3u}K zCr0~*&DKSel?pa`s`Anfv(BfXKAgH*jvPH5-0K+XH;7IcCYWf^(~4*&zPT4=I`oV` zmZ^}j@C0x5?J9~Dm8$7gH zcTudR-NnD!Ha26I1Wqu(EJnwr<#VGbz>YFcSoa^V&=zO}BsIJL zaCSt{=a4{|q)#U%moJXHk))wh`h09pb%u~RN?S!6(<+shYu#gQ7~6Z0qd8Hjj3FPW zb^r^;bZQ)98~K6A7@2|(vYl=n%uP*~PzD*PoYtAvz*?0oph(7*NhvL3jH>5zRT=Cl zEmg1w1~(PuoyAC%8OrcMS)w!bLhVfTPRejeYunBjBpiga&+ZK&P$Fad9U%>OLis4# zg{9LllA?D|sG7xnBZ^{*KbHDP+L+>zM#6fsepvWXNVuW1?m@yaG_YsjpA$vG-+Yo- z6mgGK?~Pt_bIlM}qE;)jkXdzx3~ARIjw-J^s&*!ytGano$|>mRO@Xw(Nr|O=YVlkH z(*9Ba3(Q3fn-{(9-X;Klp#g}F`@TIm+r!G2a?>@$ZlYtpgZBj9zbSf};&imxfcI|* zU z3}EmxQ?PQD*?4o%pez{ouHfw((jB5_(p_la?dy1mop=N`FL^eJso853=B~gV&X%MZ z*FN;6J1t>WlGw5D3Eb4Wg`0~ExS39l8&k8L;>P6?vB2%#75I5=xA1eZ0Y9%vjvrIA z-NetkyM>=^2K>AuIetvdc8Z^X^yQDOoh*NB+-zNCAE$*7rd^8MnXu+_4diDjiD{I`o)_U|tMSVBI+oFo zL?>defh@c-9VaT?v2bkfIo=wGne<}bmH3cmX@Euu3;1{oA&hd53~ZKuUq`;4JpS-r z-b#fHjI~Occ3WcK6$in4`>=PhfHDYnZAJ^`yQ(}+>mXjxo1*l-xVhqawUKcc%PMwb zUR$kA=|Ok(GPmm7!;h>B2w6!OPYg&BB(d;%4ws4gZH4!o z-l0kz66>WgP_`Rwkh4$i#7Ul5Lqp;n<=esUAI;V3{aT@exQz(B>`s@^9$v07NQDnC zDO8oXROR%qvQ-?E8cYA?RrYFd?<#BpS>;w2UB$nWj)El6LnIKqO+*Ssdd(_yt6)P8 z*p8i{R6K4cX41>(B+=ct*gpCYefP8v&*39~PC8{LB;M}n)uGDE2 zV9cajN#ZP7N#aODC5htQ*gkrwIEU-4bH#h{ky_CR6B>NlNjJH6q1Y5HTDE9y+To7F zbyb=HXBe!tQ0xMS2cno1Y^{8?3Zn~=@fwBC*(|G!jy9^BrMB4}&@vxR$i=NXYFqI6 zI|WA?N7mTao|*EAGuPxwjr=y2oHl3uML+3pU@+*& znGnlClxxHoIgg@EgVP7H*xi}HXx5I_&w6p$pMZ(>Dq0UhBTqe{)Tvz=WNNr zfns9M+1c}sI3jO!#+%EXYIJkOK|B@7zVf8?FEybFQmBdMY&ljnXY0~BFLQQ}oU@Pe z&)MdZPPGn8I++ISn_2YP8AS&#DbS(4G({K6s&oQ28)DOV<>vh6)vKLpK}8}aHw(`C zu^^BZLZebUdt{|Nq*s2#Z3oQB<%QYLDdtlf>K$I zHPYfgZ^wnm;3n_IpsI(wIRjOX7r+9wqEQq2)_hF>j?n-_&qI5rO#{l&!O@7L^#*S% z^kF;XIf2(Tq9-Zh^&SIWdj+tBcr^itkJr=pPR@X5nYF1N@P0xs7v7>`TpBC4dstxj zLNVwRF?_E9!xso(2{CK}pkp{-!ZeCTy!;!J{P?t+zHe-u?d*(KAtIQ)a-|jvsU>9P zM788>)A8Gi;L48IOGmo)<%^Cu0vlOX;y>BiICBb-(MH)@ z_aL3!qSNiViq7H%_90AB*;qW}nCU9-m<}Me7>o29LQGtu6fQeXZ7tZCr^suox6cpW zkWm%tpuW~RXK)|^j_eIO+^U35V(W-H3u`JjQ5dzd2<}plfCSQ-wiBKU^%`$VnYtj8 zL9rhdF|a$2(+4UC=(H3SKj=qstC`sb*9QXKu&5j_oUlR}Ws^`DtW-eiA!G$q;D|1^_t0s>BROpO7+8<e1ZaosQYs>qVaa@y|$KLnrfhcvBO8uv*5c@VYE zjiU`}pnHi~8YS$tp~Zv)I5~zZFRJS3;QkWjb7DVEset0?m^yHrBTEf;%n6&PRvoD- z6nx^@#FW%`zpGcu00x^@cM-nv|8-U3%m(&i>!w)amCK8_h0x8n9vgLe@lZ&kF^pnw zE%sdo(}G6etibMtNQ6xYC@Ka`fs$e!P6{31Os~V|7E+L@e@@W_VUoQyCA>w+rQiwL z#+}~hD0{jdNxiRa_H?z<`9-njXb!gr%+k>*+=*prJ6)bvXJX(0ZMHSB+2E)P<>#i* zo?zBbrNjU}96e|davMjQIeqPE|2KrD52r~aSm5{QYG*;(T0nU(p9h1_i^KHZc81Nq zE*rIiOPXDWCe+9`x}`=w7+H-p_Y3nJCOJEfj+LISB`CIB{@8j8>(=a?GCKFtpE%Kb|~J;RZ^k zH2f|^_T&&?iOl;?7(|vv=FgJvXdS}TtTHG9Y`M-e{bk^f-QSkA6!KjCV`!e{pZOM)mTcj7CuW$XBfNbmwsk+06Fy-sr?-w~0=`dDb1kXyuQt70twt`J_7*)~GFYN<%q7=rxHJIi3JbVO&qJCC}Rd zz?k=_!2)ohK%OC*b)2&bjnrWZJ!&~+{-4EIZW7JQvBc2Po(KC;;-YqA(Pw!3v^Sg$ zhjVt-@iAm&4XnaRyam)ypuhX^&5=muu||HY)mC@~20kxV`;)FXwI$`*dnXHql2a;S zkXMB03~6mKFX~Hz>~HKA+5ev?WY?{w)xCRo7t2&`hSoM@ov3PoY73}BQF`usCohWe zzr9=I|74W$r;y8ViaMVRm57yrri7)>jnn&#xs%i>eA@F;kOH0&nEP0|nDb(`e`>(o zhXt@$%fX&TG6DEtasb}$coTpRXaJ&TN}N6{DC<(1HDL&$pB?s^q<8qEg6v-w<48PD zcx3-G1KGbIfF&fm3Bcba2jG$21Ry@yPjm&Fysvh|Ug=1+_pl_f=>b95UkX&DNZ3yq z2>UYuEFob{0DhbtfJaypfcS)cmLRMWQbpbnVSZ*SeZ@PH%puPSYCq%ZVE;dcx#x-T zrw!CTQ28n*_D)&kb`F<9%`-XH!;5j#cZIE4i1Sxo% zN47AE9IyCA4E2F-4fS(|p}v!e6~lt@bcd#4iF*Pj?GXpEuy? zTgmZcYPM56^+uf?C4WYLO?SHW3~B)%qDA{HHanp!TwEl#qdhi1w%*o(AqXORH0K1wegxa!R2tI zdzJTLt8)=lOLkKf=Ga{sYoM-+(s33^A2m$w_DW5Z{)KtL_G z(MAae*Q-uX$)RoL^Xqv7pW6S~Lpa^Axo54lY25~AzZczf?~2=J+0UMZXIoFZSFIqa z;vD(!c|>T)HwgZg!W6@j zFhz5|{jn9wraL{b;UK@Jq zw)>RQ!oD1j?c%B}X(WFrgc6FE7dR=#y(%o&{*7a#V(b8*o?h3l8E@~&j@~e=BJ0VGAVWE-46qeE6_qC1C*nMT8SwXfm$;?1>$|RDRuNh>fhmqF_U3@ZQYF5ci zC%ugqku%M0wk4})55Mbo-K*22eWky@l20Z>m{*TdPi91Tdciu`)O1KwF?hp^On<|` za@23gE6c$8PQ7Z`?@mzAT)1wXgJK1oZU~3#m4^!rYs_d67MBw!kX`Nw0}IZQ2*7tS z{<{y?`1`!^w+Vg74u_4t6XoMuyfE>ttylETC|eW9U?fpeXipJUIieo`P3L6;%Tpxk z?D7R5D%(+fNg}1gcUuwgNArb%r!@owFko+UQN1ud*RnKZt~G1(osy^$z1AG04X+OHNNHI*YT8f0KeV!Egb$+t) zPWw$@?gxh-b1%>^*AerH!AQ!;ICFp~hb`K8VI312NLe<>?NxiZ0vjbx9>npjsN9EO zx;;3tHsFadix*Z5%K7{l9RyRc>iHbjQm9zqOr@N6^DCA0(-jB;qf4$$CnVvUoquc) zthN|E12KGBQkur9Qf-n;-65uhv$oxWc9QWUJTFFjLbpcy(4Co~%-S_r4UqIv);su$;{F}YDC00?F^e^Ubq(^HfMKoxbTcrz;Ys1~NCD^(or z&Uw{i`8w5-J}_yQ9rr}noq;i_+W2?Q3ZWIsFzcfqh?K@aH?8%g(6z-t5)fDdkYx{ zT;RsF3J}-WILNmgy|jf)4%ZH$6-6=aWW1hePoAYcm{AsYYinz*9;Y*Fu?#92#&0fK zdz{r#dcx)Zo({wTt-BpTpmTJtqEwt69bhVXfRrOb{ zKn(zxVUBzK@01Klw7qd&`o<*$BT2Zl?k-A~dY-NF8^c@^K)w9Ds2qnXwuA88C_p8y zUKD~W-GeCJLl*5XmT=u04p8YKlIucROXMv4)_{5Hy5l08pG4l_ z+Lb7_*s8)YVf=m)kp|Z9aYV^luubGdYxA-))}|pN@$JKoD$gD9FOG$1X6a_P>|vpi zx&@@w=)NrxQah-Sw?ac{fbwYxmgT~n?x?{sGEEG5)LsR(bL_Hd*~&Qbr|tA!{lIju zf*Nu{p~_HZtu>s6gzNAMYNl*XJ%L$ANOOf#w#{GBP5cxN`l-7Y`!c}3zP;65$Gj6g zcRI5xKZElHuoKixf>uF>)*poZ`Tlh0QLi}GQ;V1RM)t4(hLP=(JFF)++Y;6rz3$2> z+bFDJ;Xr{#-kRiXuaruw1z7^063Fh4yI&BvNyvpJ0P(qS;~q|l$H5(SEQhGPb`?Z{bB&$w2!$ZBGlqyNg??B8)Lhn6 z>=3UBL5<%E1W9VdU>;8={M^7izZSp}Qo{rwJ~f_um8!1k;2j&4D0?3oV5(8VLRzVi zAJecO?G=ITldfx>`%=XAFAUgTDS#!!wh2IdY_E2(J(&}1HU+&d5-3cOUcWTZ>xBYXLVB41#HZIeJ5=El zS~?kXc23%}!&KoQwA47ZTB*aH0tpni5kZj`3nZmTk^eMMWUm00kRm1k@hNh_HMwdb zH&UVvZM5xcbTU`QLF&pz=Vg~#Wh#%-S`a9#ZeaDRFhP64XsL8EKc&e|;?@L>ZW3rq zkw(8V(5NhcC8UuFfKH=M?8D-#mSM7e_*ld?i>JU5E8a=pGnB+)awl}>O$XJ??9b1r z9e941n0|8{({}E-$#c|wVju9+$8z;tmRth0*_!^!sx#kc$==;`-CMl+XpHh2T%2^D zCckTMz$6ty@1l-V8IGm>Zm1K#du0!^k=h^5E0=s|>~g{>{nZ)Wn@ej*_!-U5srE+D z(_80yi(~lQbwn}G9}Sygvbz-6d7$=3qiDB)t)EvxX|$FWX2RGj9&Z{ll}uQk5b zaV<9Jax*Tw78DPtkAwIaD$elr7QVieeppz18GS4%-l{%c&Og0^ueafPsQ5};i?`F| z4!XRGF0ZD`opgDPd+!kaHA|P*(&cq@Y0~BOba?|VL&Z1p^-Z`UIPeE_|HW7pDBi`l z@8;_qU+>}Ty?lK$U+?4VTX0pFd@Fx{8-2f@E^o)>Q1KnOV$AQv$L`~LitobbQ1RWk z7KaJY1N7H}ba@Z|@?QFLlzw>#f9+a6IXqi@nC`ugE|1`HsQ7;RvqaB)0DsLEALZ*~ zxB}1z`OD+D7H^KEMXeV-HlSW5@_A z*R%8&!aSeAFRfMT7M*+UInpWSJ4y+vSnd0umfFQ?{g86^EI0yd1^8!-r~MWB;mJW` zqNqxjW8tUe6L#u5A>erOcG&My}K zRegL@HB-C~zZLJH%N>{DavNRl--XLt=<-tfdXO&5hHzO-m;c#~%WvrNWBU37y1a*+ zz<1N--pg^hn=ZSrz-1?0zVRYlzDAdGsCeoIx?E2Cqb{S%{q)*f=<+7&#_PGW-)`yN zEO%{|yEV&Qn&s}ya#v=#8?)SnSq4ALpl2EEEQ6e7aA*NgW*N+EqxiH9f(Osang{>S zJE%J}_&avu!h?S&edWQwk#NC-zmG7$gFk^Vz=P)qED!!@!T=Bc0s4yve;wh12hV48 z@Zh;-2M?Z;kZABlnzb6m?{N2u-%}qyzz0O?N9yAz>f>kX;}`1Vm+IqJ_<+p*7kwO2 z{53v`|BcJ7VA3n+iVKe6b{46RCHNRBE>&Na^A~ppD6YWwTjwCuFD04(2`()n>xMl$ zi1a?|LMJr0-44wu^Y_wxXR=GJwH1XgS7 z#&YEX`dOVRue)T&o^{hR^~p+k-B@L`wr*hkz`FGt_c?*beNN!9)?b*ODUZx41@^C^ zr$DQo8I*&fdQk)EH54k^oLOz*)IE+|?69cjqSL$^*Q{M2p5e$Ql|A5M3b0A(ux@&U zk3-*2aZiLh^VMplssd4!(a{E-Ve1@8kM=T`j}(z+L?s}p1KV)uEEdr?UOL^V;t*gC znR?^HGZ(4akz_IBoMNw+_5s7ZYoccK0pxmb%4VzEZ^$)aPz!}Te zMymyc(P{-8?atVuQK(&|SIwZQgX{vcYc-Uc%BycYT-QwRE$Vd#PPiU_mCjD z()fhn#$O5=r^AiB*Z!x}Fqyf#R}Cq4`WfzkiS(T9jK@K;^Q}LKJ}-H3suJV|3wJ+v zNKLKWcQ!HYKBusPazgqd`LMNpgOa*ZA02!N!jgh^aO4+`szuG zt}*KoiO%+q3v90M7BS#pdehDp%sQlNSYsFXjVcW5 z9&*@9QE(){APxb_@<>n9ySqu$B8>P&U^>?=O!xUPouayIJCjR3Jfr>d0x6AdA!W4> zDb?ic=Wn#ajYe0OeUYsmiPsL^6Zma*3%_f8_?=CTUw@;W;`iLxmZHRWf_4P{AM6(X z*ZT1PuH^XlH`*!wFY)+06>D25)zn%QwE0B0Xp{BP<`0w8#^0!-O-fUrU$v=8B%t}` z>AA6~O1VHzRJLUMKiP`w1R?}|Je&>$9!$|>FJn&nwk>AA?Xtj8=|UCH-Ghx5Q0!sI zjsR@*JhW3Us!XX(I22D8ZmCo%VGjzqK$1jkJb&}z&apDQm-bWPNK3f=Yia)y zt?ZQ!uj2yIYycMTil#ylF>jLT%u zke@<(0=uVl3%i&4uzR8al`vS~Z~piM&4;*Qen4%t)XR1@u)C0V)#8Ym+H_?<5{X7A zsEGhyH9wKV>JdrfR36dT@&vZtVS!#P+goKs`mi6BQb4(qthasgsoU;%7^hmRl%Klo z?Ih4rVuuZf=(`qFzVg!w=!JsQf)&l@ z!4+oHu$d{3?8}#UJM&!eAMl(F_RIKFMX&+P1J7351<}Cv7XK5CG>@(4CiYEYV$P}^ z`EyQEgoX~$lmDhSGo$%ZX&>zhIykp$aWg|axQ`d6=XNb<9?icZ$0tX58FRPJH5UU? zZSKao=8>)7a<$^qr(rPPrV;%+{q-HXe3vfY!zIFiburV;^X93JrNLGBr7@~+C2^l+ zt3!X*WVr7o7GTrdZ%O(r=x!M9Bj43ozy~(E;l9#cR&*Deq$)Q(AQbE?1pg&gu&$xL zvwHl3R#{_af0+PgFxA&=b(i?K4thO@S@4#8wPHaZ^1;=)>IAQu>GpX?Zwd^&UUVuk z23(_jXFU!EM)%UT7$gzb@-WXS@6N>t+2<%MFgAl)KvaBVSncP><_@w0ot++iRyLc( znQ{k^gk0~z6hSDY>J(VPtXfpM!!-`={T{2MgOnM_ZwtYkZ~wAxOXY1~6E9$w{6HKWN}r z*?0dA<&M;k3Ba!eav%^v>L-vVd@PZ*r|(retlShP8<#zJ;&B)NF`s<@Dv$O)N~}@S zYNS>q$vS#d&~{a~Xggz|?dbwoEV1^c788JHB?sW?4HJN8BmfW`W7=r~rSoZwdDt6^ zNe~j~z#AzH&wOo%nJFBPGl~!!nap!NHRp(Bj%pxqF$p8qj)&}rL96s89mYiIb{yvL z&&^65bs3hBhFyZZQgOzZnLTE`#UKrr3Sg-yqDzS`SOA010YXe!`Kjsp43#-Uln}vW z3Rv-61rLl$B=Q;w%~?4yr4`Dqd8A0NvrV&H!zp6J0^j=t3R1-POAYwGK>&-TeLR6O z0k|#!fDq+i0;Tg#BIRIW&dAEaHyNHej2*LFrU2e*4FS>|9iooiXmDL^hu>wdUf&$J zgkP4kn|)7k&Yc3+i8;r!NnU2)oZAI3$A*43`{O|)6up%V$lk^vou^k!y?uq&+Zc+= z<8u>$_`GrHF#Is^##(C_J9zmIj(6}Wa>O&ETx}7KS~-8fcHqXV6}GAJ2Mfq4M?k!_ zj;n!z7=p$?>YgCU2LzTRNn&8kW1w3N4D_%7<}lF0wVKZqS`2KvVW zwrq5s2D(($%$8n7M}u8vbBG+Sdshtj?+*Wf`=T?l=z17V66pyOQ@%&wDdBu*0uWhG z_?_$?FCa=m&sw{{v0o3k(MS=rbMFeY|6E`qMG<+qK^Od30CRM~>Got26d)JI6Og1 z`DTi=Gt(!6Qzh@el034M7K!^!!0;Th14954yVq$z>d!r#SJ0!y{-VC5SXiyLUj~}TUg9tAp>SM;#r>VP zKOc*by!5yuB9kRq-dEtX1^(?C;ON9SMo}S?VXVs%r%nAwp&#-DGlT3^tw(|Lb+1~{ z|2Hh_2V@j@2^Pig(c*t+*dNi55TrwXgr=h;SNt5$>A42lSQXiI><7qWy6F|mWO~Iy ze|kl65*(Z~xxzSLpH_&TOz@oHsoX*3XrTar=V($ayP>B|?^KJpbvgeg0&FrU2$luRi}tJ|_F*_n#Os`alU;(ocCnz?O~9(?E^> zQ%8ecW)ofx*S#w!`_aQW-~gcx%is6%R7|WhD@Fs>(YG4!pafm2m6Syg8+m-r=6*K| z2P=A`CDgyQ+Q?K(REyINuuCdp!;;}XD|##$&cMYa=aQ_p2n(WqKBUn^Ts&tGS2=<} zag~p?9Vm;Y@aC2%5f%e|>hKTLD6Sn1))h=KT=%XR@XrtbfEQ@x48z76L%_Xor-|8o z0v_a_c92eT9&OyS#hn&O+;Y1mgs|!47*$UVg($cLs-4fK)j_q__7_uIQo>ihB-k~L zE#aqzG@3}l?=?uc9DyU@1D)eau(E7bDuhIQV;aJ-0$+jVblA+}`Hv<5M`-|}=M!vE z?8k7!l3TZSE|GnA3e{uv4{|&}KmS8~HtVB#A1~iS~ z`2t}H8PEhEG6VYKuY(t2tBHjwV*8=tsEA}0t9Zycb?UC7*!uw_p`(7JQ?Y|>)J6r04~kKzh~l>xP}~r} z5^}ofJ)BT)0O=xt)uctL`<8Bp_}0OrgI$5W=O7?-rgRJN6GNiH+6 zZF^CDj_8JLup`A>Z8C)-8+^W* zV-4GTunS-|)8>0DkYZCJ$}n&ua%p-pHMoh^QXJXod5_Kizy`Ji&X}#=6A5pf1z6ErzN_9 zwbtNTYeS#2#!umKSm`)Aa)d6UJ%(Sl;-)k0D0?W41{Le8b=x|aaUSvm9=OxV54b5J z_b18^U~pP~Kv@GEJwIUShDn6$v zkYiPRrDHolZqv;NSRwNP7IiBhz%*c=_E>(D+=g1)Q=z@)YInVVA#<&Da{(jN(>$o6zzpA~_U#U*4+pw-w7^&u}Gwa-C(f-N$RH@|*EPY+| zaCXMo4IdpJ(vtp|;AuHo7hi?46D=j=n(q)hn~#kkx}YHN)yw# z=+-CS`26~uS;<7g+=cJQ8H;ipq#VVhK5UdN}t$kkagsCyC_AH|2{shhj!1z(5E1$!1uGpM}I!`!sfOj{#Pf{rz`bwTM2}agEyD;tL@yVaQCRFHPh2NlOZj$4cRNz|YVf3DW}#1xf?=f%5a< z7<}Q^j$?4PV6{MtxtPc?U~rmaaHa-0vSV=Va-61uB0y>V%h18T>L3x+p9}rB2TQ*B zk=*EhtCtHAR`a9S-mQ*DDM4xWWiFx>;2q`bH{Q6GH*Q!18S3Zx)_~gg&};jo%o-UF z^k%E){2mmjsav(i^mL`l<@56O15_ocP^MCtqjY@XxYdK@<{n<{?7@O4nKikCV&}Sh8u>R{Sg)yYvym5h{maMSgC?Ty2=ykm{mLLso%N~ zM}H}dt+n`ZWRO(UZq>2;XaV_p7D{YmK6CS<{9b{Z*DEmV-W3S@12Klg65)9UKQkcg z^#YjV8C=y35>+BYwLejMYkCj&7l5SanrUCm@nr;Pd zM44C^c_>YfIcj`{R|Lw9sS#xO!tIh17a4?9+eu4`jMsz^y#+b&<#KFoEv9nlsb}4- zyf4D!AEa73Sb9CSMa{3Z1~g6Y`?XcspMQ6R zsym1x!Eflwei3F|sqXoX;JS^}A68Pbw}B|Jz2lS>zDJn>bSMzGSpi2@`2C#@)(o$` z!k4&IdUuUR`K~B@6JVX?=0)KjFBSgMZYg}zfOUnh54gGBb6v^H%i2CmR&7~hCziat z5D(UCLDe*G?uA{25fjW3k zAnZ;thQtW-Cijg7gxw*4b*4;h+ttf8Gy%9x0}wq+eQd`#n^%qi@|jLlh?Ao&IVS~C z;htg#if`9ukf_n9H7EzsWo1g-V3Q3|1+@cpcnC|E!!F6}yoYm*Fu6)+8>rGZdb=34 zq@m)D1({CYI4jb)I%xGe7?7>$7>fxdQr6Wi!JdzW3@wH{dvTOa2KJPAbmAy_0)>1^ zVp~_}9YsA%U3#k+e?o~d0njC;lM#euRhop;r!IpG$qr2WEw(^zv6r%XP{(v?y5!YS z>aibyzr^dH*k*(rOLbFo1QNET_*R)zUjf*^4UWI%P@HJkAGdB6c!Wn3$w<;t*=7qwcLrnn0;r zK4O!W+0=y3HMrHJj!o6I#^_|fwF5z#YPCR%;W#^xW`A|u9FDoQdJFyeem?AzTdei1 zMd_NleOeqZ)X0|6*wI7$9uumKbj_mjn zh1{B)a{0qXlx+CfAq@vHeux?FP1{#)gvQfUkQ{|GZQuL5NjZrp*>!14_y`cqV(LHq zsMjr~uu%qRBV&BSw>)g(23`7f08J}T4rtaf^s}}Dn)Mt|eN|Y!5$3YC^Px@NqrMpI z>*z`+HQeoM&6maMKI8U|o(VmL&v;Cn??AjRoWr+s32YdI2`VF`^Benmg#BF6gy8@G!N zN^Ha+lo#@-8wlmYMhZ^Pk<634sG+$q;uke&Wdz=fG0%fTa{D8WLvpu3a-h|nEQgc9 zY1Y7-G{BJ^l55v3IO2#)p-rfij-NRh-N>uLuAQ+)DX*SD8sz3oMlCO?g}Jp>d8{x| zsMofT57U>S+|4VgnkOBWpqB1nbmF*o&TOAXwkG!a03aH6*7MZ+{roClNQK$fr?LQH zDq>a8&hesiV{DjIL!&ZPKxLXSI=z#6&~I6n!y>I7DAe-Y7{18H$ik$XH98KN7N@CN z5ZzGSMFURjQ#nqcFXLqFI=bJVkuKWr5f}r3LNh&1yvt6j5kLtN%5naFa@c{ zL{6(5tI}7x6bH;w={l{aNT+pqx13hffc1GoA8_+{h-8)&ziSQpjKLE~YL&g>PO9y# zLBpiwGs?PQ4c_&6zggo09Nii`My1Q!*|OSJDg8$wbx#W>Pizl(*3kpM^pEgc0vN2L z=p#J(s+n>+dFe8)h|6TM8(+QEM3%!ZFxg zFj37-P35Xq6%%dE>ZLFVj#ai_w131zi=fQ5@W0eDCBqpP3rSrH;f7@ff zBJJKv@4q*Mn&!pQ_HXP?7axNA!l3I$LImI4(-!YHaNk)1Ie}(pSai-?pf>?nr2&Y( zK)+kg?<%>S^b_qHo@f-njjXZM;mtN5Ly@6YCvhSxB=GC>biVAH6H;zl(C-p4;>5GB zN54l6^t)I9OGrNxfCTij#aa=q+u!Qt80nq8!i3SN-?l+0L&k{@_^0nb_J}){je!ju!eq8o8tO2Wr}WWv3j=W%M&t~n^K#K zX_WW+a*%NzqHRx{zSv&=e`!R%NwoaW;IwGlK@D)^Xj}6p%W^g*pX+Q)9^?pBE2;Q~ zz5n?o8RY=+M6j8xmV6cUBFM(K$&BsIxQDE(-m!cg_9=d#8UYkg9_*9Bs>17QuCte+%4 z=2<^^wEv1mg0AQ%IaZ~gblT60etMSFPnmA%C)0p^`bl5G?YXQ{*{{miu@MHV9rLW` zX4%%gwiPY%TY?XNE6ARr{r!a!w2CI?zLBS3v!0+bq*fs?UqZTBrCJ(WB^9voiB>(k za%^7o>{E9;diGcV^tSv3ihQ!wTLz~Q;3y4nbUmAI(X#`No*iJtY9K(1!WGqZeA<_a zYv8PpJSNoXMqSgt^8{1K!y3X6>t%_*Kq7U=ZuEGiS0hdjqRliih%niPxtJ1qb9PI5-~%kOZ$^E?6r?-T%{1M9}>@cCQ$Mc}*!6 zG||}@Mbu%`#T|vjk+iGuP64cz2kn@*HT;rc6=cs>-5{17_`W!e_9X&u3_+kT)osB` zixNa8nWkJf*S{R33sAv@@dH^0cs&EhV2DeO;Yj>%i0+rkm4iO;n%=4H40bBNCZ|Fl-Tzf8-4SVYVp9L-NtuBTUkNm1bNcSq3bJ>8j2dpv1c@r8% zMf-ZydT47+efoNyLjGRw_QFAtC0ip?4weIF$&g7_Lz>KJUbD!ezb4RiR=3dgTm!mR z31ESe9p*NV|B9DO#b&WBi?9&o}F&z4^9o z9K*jmvD@~0cuiXie48h_v1?;+uV3f+07u``uwvW6d=*>Z^4flemit0Xs)BP9i-{M5 zy71-xaa9Dcj`nI?cwPbdX~@3VvT8hst>v_Yk3W#vI9e#JI{&#AwW zX@e#oD~yjLXB9^)I7VY{@gv8`(n+U>H}1Ts0x0bs7U+GA7;${`HkYE_`c$qySNt^k z?mLFyGj!9NIN8R#^1Y7hbBE{z(5{bvF`-Y6Qr!|`xmPsvyD}DDL9yD>UW`N{M2f<)g^(h>$GMby40IQy?d8jV32Z%OGI17+k0z}YN| zYdgZ7=)G)E@>LAE^!Uou`#%+^N@%m00Q|8AAUb<~?qXV8;d9(d`EqZyFgl4cN7I!` z6?HjaeNlWF>_{anz4Zgz6uRJs45}ca&=H%?E(AY-Q>%Z=v|@R z02f%jSAx;G1~vz)QM!qO-Rck&XVG;Z?~~u>NC^d7b65c9y&@EsApzM(@fzPF{cc4C zTRxWX;G`^kU!Y17-X{wu((y_0PMeEI+CMtbLsLq5lrwM>Qb9OTKH<#y; zjKyby6u%2gvAGmAVa5vw=U^v(AK!~Vz{O_9AJTVLIi~sBXSk=Z@^&T79R#FgVTc7}fwsUbky51vxVtwYkc(y7;?t*r#^0u+i2j}a`VL*bOPBBAVk@FA)6WJzP`J?* zk&c_@>4=?k&@VfHMf*xU3v)c%68O^VFFwb4o+4%Rf*vVr7qT_QIefvrZbVC~Kl29& ze1M}zOSgsx{$x~faI>|S!UZbnL>2Y8z_A|YGpP6{LP({z6eO^w@JkeP-BXIpp0}U6 z)Xt~)BhiW2LB+on&HS#6g$?%SctJ%o>4hqn_>cq91vY{O=EW2l>-f098j#<4 zOsv;eMsmltgM54%1-xnn+NFUbQma!cJ-bpJQ-@?#rm-Pd1t#sl*mwo|a1KzUzz&gV zi^wUqD=_{8fdq;1PQ<`h1@~3Nc#SGCy7 z4s9M5s97+9`DFQ0Tv9$^?9~R;{8mFv4BUH5&L#lA)&N8gq@5v=R%?vVYBO=K8Oafz z7kGX~xA1(Y0naB1V1Xv0aShn!aSzWX0P*pBCgYj%zA2RMR1QXpCgl&Vwet1RevO?Y zy&-VDP7FUqaes{g*J}l^gt#^V&~e?#6cMtZZxSC}b#(&D$2TV3_;hUfT*U?z_=fZ! zGW*=~eUKSFjGdih!!Fy{(c@=@ydgs(R|*nJe(}YW7ZWhYmQxB>-4ZPL;*cg|XgzOr z<&c2|W&fR+@q!DYk1__KSJRxqmY%6gmy7WylnN67os&8lLA=0^iJyJeRSJQh%Zb4d z>ggFNeZX=Ig+=Laa|g0)}WabJ38n= z`>Z@$<@9F;RUm?%)lW;t)A<~4Z*nSv zIhqa0D+Me|H)`Y%4zC{WS0&rC_V20%Pt66uP&yERZ~_nQxu&92%1WTz7*&I;<^WmK z0z~Od!iZYH21d9zW=sE_w)X&2!=!v$(17l!(=!Q;HEh%>DX*8lwm@D>dmdrw0*tMt z`!gE|yO%fMGKV0SV0y=MQLDZl^g4QxBfMtcI?NKDy5r; zpp3=-%qE)%$cLiF2t!WZ4ll1L9#YM^Hl|L^o|crJ-z*Wr*j#>9rPLq?QW}fiZK3Qx zD^#4cL4)+HDN<*f;T#n5<}98?9)K08^yy~+ELJGU7YW*$Sl2k%QC9opW`UJ|4#7(C z!DSNR$4IT`G_33%{YL@jn;~FgApZ$;OikPm5z0L>a72#ANPH&O`;Su<2qC}O3BHS;J4)fWQgJUq~s(U2>BCzZU9EM-&|%t zBt6K}!r^!3Q%)2dE?M2;Uwf7lV zZFdW0cedKDj@ol|pV3Bkp2DZFlO>A~kU+`TB(nH0<){4uR?3ZY3QY@E%hpCiT1zB~ z?eMcuPf`jSS0dIo^<*bgD#if43Bc6sC5i!pCIFu)^^z9HqbGg0$B_^_I+}MF%wa=7 zNiEt;H!zKCaju8IRMZ5UERXVq>k*&QhsI_|*9D(id_=k+P7*zFU zkVgz+O=EBrwvTPY2AGI#O+C4ddlF-S9^0Cl?UZeAv7OMv;7DsM{d}+`JN3lBKDR!A zi^=bkeD#4Kz5+YxT-sd1Q30nTj+H}^0@>(CLK=-hLXSt^Z{SfHfy1MhxF%lb0gD!V zY6f~3juJ7tX*lmo&giCQ6{C03TeX_@>Se%g@f0$*@5GZ$Vx~*eGMLi04(9Iz)tXI;49QVMLA55znhIb>wTRBPnBn3G1}@WOyM8T7U&_rBox zadd1X;vG}RPvnlrz=vnwn3_Fa;UltH{%6D@`WndpRk3r8=NJ1;o)?BNq`~Bgrh+dG zX*32^!P@p*`(|9VR^O8fg7~Yfiv%7Ep^!K;q|naJEYi!ktdPZ znJ~G9F&TqEp4ge1RbtmkZ$qptlU%E*rV{`@Ys)l)wXwE*Ui|JIu{124SKxIKs55{nEA+nNS486PeGZJ9tlI+715Xmi2m1 ze`s z1*|(>9+yc@EsN(F2@#D*0OHwX?x<0{&WH#;OKkWp4Z8qwhgqWZH7v#wj^5Xr6k%_yb`W) zyN87WJ-Qg|h<74RF?OPaVWW`*bkRIEP!Xyvhyz$ScqiLQ-cGhwf(uee zEXeK$sDUui=Ts#YZbr10EwfbM3MkjpCUz57j#bJ%b=OO$V~L$)IhDR<4G&ey`C$mV zIvpE_W+4l0qJYZl;Al5puGYfZjE9g9giqaovOHDm;+sLnkSshV^ekYE`+l9jGUvH?!WOcr*t&ks4# zdB%dRg@=@J-Ol?kSxG)8pc~%D7ry4VA$)+NdmlSG@jfYK@3y9f6;zbT9 zKrKY`P#E=|66S!#-wW&+X4Z#L&d)v@3bkUZ*b6mUp|icP>uJ1NnX+!lS1UO1i<}lJ z)(;vF?)w_uIDMpX;A?CeBd73@Jd>{i*a%W>|^ z%rjLIU^QB?!cz}FPW3J767z}W*0cIdWNs_BFYFzv)bp5`^GcX%c{mt$y_>3aAU8u^ z#u%+XA=wZjm9t9Ndx-PgrVBM3N9vWcReYViIUy2*>5|XG)xQ};!iOu}I~(wPEYc>| zlMK@zeK;p<;6~wU_0)RO^qnqF7Y`=i>EGQ6_k{okg`k_+Cz{4AwVL^nRzvwpv^`IL z!}r<^XfY8<4nW;%?eIvV4tHSL|4{30z!cuOWiQ#fWgcMfipXxT?9Xzn_Uy(i&8t~= zUd~p=vp8|0j_RBfK4brE=QRt4j5Z%*a(AY4ymx|HtT>53>=|n>d4Jq1lL?|*;W~nv zD;(hdBXPw~;h;?ib@&b->4xX=(>4BC+6Oqg=aJckLm~MzW9{gZ)*pnjy{8LGhN-#m zD*wpt62PEtQb?cdzZyHRvDaIjQ-FC3CB!gyjq)yWE)qbKnY{s8KM1zdmj&t`5u=fF zdJNOeo2M2VQ1_4k7Hj*5x6o<=@Sp}DdV#SuTixI#LX5B-sJuRz{#2rWijM7Y0*pHP zJ9<;#{!c}3Q^fre1MdG=085B_6M*=*-*FK*zfvyEWYuB3jY6rOg~jGYlToao)Zk(l zT;*Y{vzBE0WmPzAWAMycw)?Yt+84QDY0iH|;7St4?<7UsWAgQoMq@~tw|KPFKy5h! z$4OeaR$EGukF_0Ww9L|<9R7hWRg95^Jil2(>`SIF_AQm{`wPn6ZO&%y|+n;$a$ z!f4-kYTd+aUlIgQs9H<_;;WVyZf}&iOk|CxR~d00^g) zC)|lv#ZDqTFYtV&7hH zrmrjnIhQOh5$xSkrv|qsC&Gfjh(y27yjiL`BIiNprl9IgA#ft!zLdA<+zJ>g~8dO+p?t0f^6om)mO})%%%EoID~98 zM=4w|vr!|gPKzPLw(4+YI?^WRIHxXCD$Ves$gOh@SCsYz74H&=l~jzubDqXN(!g_X z6u=Tv(F7nq6|eE(Ssb*i$mptXq{yJ8+<|HZYh0**N5{W8^rPJyh(;kb$FJtQ1w>Hv z5rO0sDSDKFq7MmR2`OpZ*SPl%(Op{A_hkto5{W(g%JcPe? zEuS2oEj~>5-ba^5a5+?bKmA#vXFh?;pnXQ1J== zySfNnfUWTnd>bl$6j$t8coH9AgXXbR?21zdvh){X*Pp;ItvQm5&VBwyX-DxLrT!Fq zegg`r-71qGl38N^3gA8VZ;UjL_j-t!6_PLgeJp;0Bt=xA+GHD#s)Ij{(m?~DXkBa+ zzZ!_muLH7i2tUFPjpEn&#p1uJk8i4Gil4`C#m~`Y8izU+r|5Fk2rgI9b7#{2n%^&HX3k^py`Fomwbx!- zsBeLsZ`_6f3FN$-a3zp)>=1qv$oU50N+9Ruge!rZ8sSPH=P+SNAm)Q zkUyT5KYlEK`~*KB-_OvG6UzUFALW0?@rOTK zlvm^Ld*`75UcMY{d>@y9c>A>@%kh`GmhUMwn%XLtdyg4K=gy!%F^)6oH_C|dPlZfi z=K6a&ya}?sbt9a|dSl~6p<2SkTA!Bw^w6yAmOKw4LsL6oONXB3riPIu#~T<%3< zWn_0_^GAbT_s%k+1Wa!M%&8VpI(Qt%714{eYJ*%5@%b>mxTTI?)w|*>%;({pf)HJF#H%e1gTAY)wAP7=J|0r*) z7K6+r^V9bf3-v1Hktv9{`nSHp2tUkln+@SbKGge7TwzQ3J8~t98&4Szel}YkR95WO@6sXs6zj@j*6iLP z01(A$y!8KxLbKq|f#Wdzkh3q$Q(8B!&Pn4^W)ahQD6m$MN7x$25hFz{;+Ff}hgI$~v zr;P$#&I~qe;-^e?6M5N$=)x502iCCNViJoEb>gqFTI~*HUQ7O3zmhGR5J}I zbPxJUm)-cVBHc1u?}_309niu?%bVaLnu;IH(QaUf!DzeZ2P2$w=^l{8HD_p+9j{@rzf{Gf zL30SEXrkc*Pvhix}+Pt!o;Nw%Pn1t@-#acb~>6jUo=TLo601 z#+=yl0IMQDXzd2fKFVfHyUma~DqsH6F4{Hc#l}|Xe z77{Gs-~?QKngfM%TETqj^OEc1ETcxa!uSI=BF-a*_E{ctU;Up(G@5|%)P%OrU_3s4 zPYVfyF(!(b$nfSkIuh`L5*c&kpJzx)DKcjBI;(Xv`UsIRdD^i4GdQgLu7G#kz@g;_ zN45`d8FX;nCa&89zh835t-sY5{Ajcf2e_)>LBl({ybmlq)tsis#LVm!?EsL)8iZs> zxw!cgFiEGp8ou+Ty{b~EPPGu1ns2YdayJzy+Y(jkNUf;u|D5dfM=?1w&GF}Z(V1G% z717-vXx+v?{CsLw*mrNOMiYI&LR zFG2@VPII(+3`&ORo@@_RU&aqsKhZo`y}hhim}<-)ns2X}#u4O0m_Dh@cA-)J$Mb-q zZ=Qk6x9PX<(B->y`6pc5dHpN&I7gWWLBdLjF?3-3g$bM>j6Y{lm>k6~1o^7$^7P#be+BOAks=`n2qv|C9je-=D2+`uO@}{gz zgo-9X<3t*|+sqb_THmn^hLK%tn5i+MX77p47|9^U@xt9L#5gJ??BEuGarcyYlwwlI zRVXC`u;3P(r5qxQ*(WiZU9$|?hkAwVNdwupv97|^Sj1|kT8%fGzeQ_4zEytb4iKRn zLN)kyPO%bPFe0|cM!=%83ERZQQS~_Q@t_2Wk%s-Hkj@ zX2WXU%fU^Ddr9ewj`zTlzUDB;6T(!=C@#b$9IhYy7%odre;?g|Bt;jWnm)T`lbyWB7k({KY5EFkXwWMSV|e z_x+bbS!vqi8P=J_*Sb2cn?R7do1$s`Tx=K+RPp1&(m}|gL58n2vrrIz*daB(d_QdW zYm(sWeFLaDo3G?$&Kx0tc1#3|+S2R`V;w16GkEc!D5pD$e1q9Tyl5`%G^ZlCc%Rx6 z?-7!Pw>DdAh)hc-FYY5RiMC}RvkbT&7#J9XWshpz@Y1Lx6u!be>|9mf)MoR;1HNsn zrzE@+FjV3}zyR=TU=Vx>K^Xh;tq-%+Ov~VF}R<5$e>V8l1Q(+F=~=eufb~wI+~DWo1n(Uj88zZL-F+(2CSBK018WNqj(PB~7moQ|My7DaO%;w2-DwWhC$)~_ zhhsK($UC6NEFs~L7JNz40OReyqOprm3x_NeeZ2{_C@OwMLuQzOrCCwl&0&@Ns#7sU zv1S`;S;a#wOU+PAKTf=zC^ZXXmE!yZ?bUFyCyEW^WX<0@-_D7@#L~_D^k~B#l|e-d zT4;{D_-w_Eu9S4#v`;4IA3kSDP{w;4FD7G+TBL}|oUy++TPgT)8JXnGrwaQkOj1s| zGt-!ZiqSm$Ix|MInssK0(QMv>FhiqH!Xj42u`vmy>Hw!q{FJ2`D0qPI04B^C-;b7- z&sNa@R=~Szf??#@Y>*kwi@%x#BYE0z7fcZlxdDNbg%DQ}h69$uD8NF$2kKYU#6CRi zvFp!Yk>5Z_bFm3SM3h?fH`}{$h! zA=wXv45Wiw6otL9$P^{VHH3!gjZ_vHhgI^dPRS5WkgY|Q z;}+R6(;~B*SzYG%?Y04|YbG7w_8D?c@(isZQQFC`66w0+fw!cW?7bCP5^}fA3`t>h zt=lm>TddML1kI)7t!t@=wilQnJjD2pPYPi?7%_J#gX^YFj0>BSKnPvA<%FzncvvHRNhK{CpC~cLWWcJW=v6of|e>5Cj&5xam|L zA1h>7f%3BYF}BBHAV?4?Yj-?t!{!{wPq z7YZiofIBv5-VWysU0ZZzDA@*W$V3K)(nD@;l0MazsEQ0~GRzrvQ7-tZ%XIySi(IzB z{^Zi(&0cVeZP-9jh6buP;7E(2(FbRo<8+LY5#-ePmtfunFy|isH_x1Vf=NrLEt1Zh z6WwX%+@EP3$2aF*5o8=P=M;~1GV0iu0lta;P8f-o;R+Vi19gi%7^X%3FX2>}m>lDw zWbKWKskrNV8j-{FZz>a$!z$%S=dKVPnyra>5;rlInd>!O-;j_KRBH)4Vu&1EPew8Fb=FZDN3?d12iR=N$YS!2ca6Wh4rL;>AX3rc^12 za!2ZbjzOI3fn}W%B2~hQ!p8SziHi2r9a%igk5%;>lm2RdAY5q&?lWFLr=DrpPEGSq zu3uuLR-MT@^QQR~5@X!b;ji+U+^83_LL!ty?A>JGUd%?on+=ny2%}jo*2V`nr&yv3 zkgY{*B9SD%xIQa}V_1ypH$+9mTMxBiv7_+a6ttJ~QbME&F4;o-F6?lsYUK)_JPbgd zmP7IhxuptXbe=`=u2S(xK*R(hBaHGJB6!M>&$B|t$9XsOEk=eLBRWpN%u05@X^~wH zr6;>*l7=$S%K4gq$z{&KPfi>gBq+jB5`4h0P+WX0tkrpk4KND+RMKK2lOZiyQSDp* zW$6hgTnA1UXOotyLlebW+Rad<E=vj!*Gty2fv3%J0#ZY?#+!(7YiuG zF;uS|X^c7}ITYa@a`uYJ5wqoxv$NP3ua{;i=Tkh&OP?CYTZzXzCMHOXy-i+zE`)Th z2?FX&emPF{H@y${7iVfH6Yh{Y5bn6QOKh@^N`l&lwb?oK9SS!hj!{4Xn%OyTl_by! z&J%6wFH>`}vYm44D%veIOo zRzWvl-@RDT@`4QX-FT~Brz+%Xs3J|=Ykz-H!bPu&2OemXC7jyijaem^SchDyq7u9h zeF$yTmtN|vgm;FH2$fX5#w}0?`p|grq%_l-p%EG6!aaILK_!krbxeyhN75$!W#z4&}FEcCy&yPY$Fn!|)W0aqrJ7r9193U;!gCox)Slb^kO%$cp^zu# zHQ2>PXF;8epEyipt^8s0ILh16#to>+d=}m*Uy47ZIDAB6r}sVV34`G!ArJb?H-|hi z$``DVlRoES?zuM!ePZfq*Q-3E)_+6H zBXy?njJ3 zo3ka5Qc(YHA<)LGFqujiS4m=IATO))o}cCmgDx&B-8cLfgtYi~87*$kmKG{N@*fsj z>`zJyMPggCFG||15|%xZKC$PZi#(^taJZO%%qbA}BSxS`wggg`{7(ykX0yWNaUv|M z@)U)D&*u|Dmz5Rr1^>Aa74Ie^#M`qagp!mKcAEzMTayw((bv}O&n0bENy-~V6Y-~& zXM2$oGa|&19`zz4#BXLx2!*i|Erj@RRv0@@Bm&ci8-eq&uZzS=_YMCAclwauaku=d z+0sG@#S#lGo=8dyMPggCf0ndaB@|y0O~e<9?VeDORnf8&X$A<*GnxV zd@3tkA1C6J%llzypEkNYt@2*+-;mymf18oxoMw-_mt_`moQcj-dM~zS*ClOMNz_`= zM0|kED$-0{$dh0xC?eu@LY_ zSz-G45u;KyDss16WU_Fwx%U_q&TI9^p*qPzg>%qZN{7nU?6Z0yXb%tjaiN3$iM5~GtX1l*n#rjHvjl9^gQU5wdCJog{V*+|}FRCrmoR8X_gDHbZ+ zmXr#LxVC0*N!qLuqXVLe_+m8VEfmGdj^kwL@>@o(d$J{$!s}WKxsGOq*W*NJa(O>N z(Wi(mH>&9p=R!EVn~V?_+|?r==L`!W&O>J@eH>e}&raH`l8m!N6Y(YE z6#Fg!ncAj5WC*`9TZAjlKhuKnpUDa{8E}4rCcgI^FsI1$mHDLIG|^r*UaK_bZ&>1H z4L|L-^`WHctv~gfkjd&H!|87?ZI)(nK;=ZeHak%}Qk^eGrE@+(`S}7!zP&7vsh>ku z`tBbi>#8-T_t{=2GhC@GPqP+M0#Us~+m~otO9O>_qD%7F3e}`2$#eQnZ18DPMIP#2 z7Hr|_$@&HpomXTlI;tqok~_^js(V;xmOU|-1kUu!PZV)v0&pvBc()#nNa%BSl3{~b zsa~wi>04jd1X|$jr}GlLxJAZRpty>U%vX^C88V>YE20oT-l5nN%`!#6Lyd zdt6fW^F3Z<-W8bM>^I0P?L<#V6;+?pSEDnFYkFyVM9YYwY=;AQAOb+6;?T*=E#WxVo-qw{dqgJ*u&4~i z=UcEy5P4?eSt0D00tc&oPUi3j?lah{iv_!0{~?OfA&M|6(4|<}Mg+;q37Xvv1tpa= z*Ih#N)RAGk*Mstw_}S?~^HBJV$P`l5+J7k+z3LP}vqhEk2$~LW`;;Toh2~J9UJME4 zt)=Gj(~TRBqU!mCeSYSdAAgmq@o$rl`;B1b+HC~{S8 z7Leu+ilo%}%rxp4AHso8K42A8ovlmKi{ zoWYHYHi?}lYQ+Yb6E04?l3OzkA1Cg)C(Ec=u8Kb&0k<(7EjfrfFu}t%=>|jNpF}j5 zYT~)hf<``eZwlHGA7{c?v0#mX#CzeKq3fTn;-@x{3^@pkpT>`4ow1%ohYpXYVp^o7 z8^h~48P9(5zIT}~J$c_Ra^ikBTjHt-?RpDw|B-bT>N-Wum?~Oh>);zHI*`$t*RF)& zBWoVL4!=sxZR^UQs&0qB>cBJ=xo$XAVREun!RbbjaR1cU*;)xAkB|#QyizG542gvx zQIW6V^dFfnjZc$LAshj!kLboAtJvr06lY6~+60bE8mpmh??Ea7wx?E`Z5-;~bje|~ zco-)&&Nepanqq2!2E-X`+0o$C%0;dGjnnM2UHLowL3_0iB*BYF+dS^ec7 zqSNw+cb#xTz1PBJ?&jH{5&tSsI}uFm8{Z3c7T{66tVvrwNZHs{+X1qnOf zULoEapD({0)ato-NmlIX7YBuDGK|9?%bD1%PYfj?4XIGovbs9VR_{a z6gsa?c~O@jM%=I?iq1Ccc%>oFu|`4D<}@kbVx>{^^`^8s(>BKNbQ2pom!WP{g|Tou z5eH8hEGQhBsue0?Ibmeb>AR+0#3Gq%fMA&bLEgS=k2dRtaW|hqF5pT71<$em(6_e+ zW_10Q;XZE(K{UI8EB7AvB?%){c?on0J;39kr6-(t0{ydV?N#22;Cy*i4KMAX?3KN^ zxJ24Vf2&}-2qM?-2V09tWRh`2xU{5-_lxe-5Jbo0TF3F@{kslkMSD)~4BKTwcRxX@ z(C*_Q6xqFr-7A{EQbT>1_ zB8FV2QO3K5YLi3$q&Y;B=8&8;3)~-c8|Y%z?PQMFX1o+u!D-SepzzpCOP*WI+?0@SNak3A$o-2i)SZ zDi4np6$Du5Xj-hq%+PE^#n8zSn=VwR@T**s#L~^2_7}b9u3N0> zs4Bu@Lu)4iy7ggLGUQ7aj}~TTE5$*@$>R7x!H>dg7(~c{>Q%Ujn~)f{K*G4=mC}dt z98B(%rnD3y$XL;fX2AU@9))W{3@;rLUm{$Y8Y@m0?kbT4A_81T-iZ_(=WuDpD&v*X z9TX917N=0Pe$bh$)Cx`4lK0K}Bh&DA5H=jgX#`S$#cFIxc7kwggH%AZ)+8-Zs330z zk{=?V?kPx4zt8|j=-|3~sW@4gL&_MESZh^$3YZAyO0m&EeAf-l++4u%6exL5nR^q? zjz*(2Ri#f5so8w^F7M%CJUpzULq2g(!=TZ!;WRI0wgY z6`gNzCM^JyW0+0U>cKCYwyncDv)Hyp?9VOEi~&$#pn4`I0>EB03v;VPMZ-&s_wTsK zaat7k!eoT(Bg{IOlp1%o$Oaz6hj$d44gc_88QfZ+J{i_W7$Q<*T^U64aj>324D85Q zt#-%ZW~qq);}uTdftqszfc~*keWEYto~%oYbU5(JClqDVs_zeOI;2j= zoyK>eFK#{LTLqGIi#7^LOc}kp7PJhFn`IX+d-%s*xa?}iJfRVsbO+yx?))&3g!C${ zWHNnk~ zS2MoglYrqGtO@karG!0UlJK(;9fUDqtZ2q#=PwI}^F=J3L*uyz`T{C{i^Ckko>moV zEdJPr)RFM31_rKfH7^(#@GvT!&FN8w#&<`cvHWgiNCb}xTSg6f&B<9x-eOJudPI{6 zDD#+~rtzB=%JA{Kl<5qk;R&Rok8NNb>2sZX%q)c{M0`TT7kn8N#vSF8&@!eQvMeIFS~S(W6-s!>MJ&tywbWzc=hLQn&5VcAsu@zbfU7}(_nng&J#VId$p5D=D8 z+gf$lxpsI8N&Bul;$yhq&|9nhX1P!V?lVOGRkny!5!m0dAo4F*XP(a5oB)0X18+7% zC1-=-aSet9>O&=z**f@Bt%LYH^#TO&y>RBBT#XQp>wp{41fz)+27Mg@F57ISFs`x? z+!)|lA?@*L^%*u^j(vkY{bc~QAmra=WL1cd zq3r(U4j>2b+Ik(UUY-6OKkss}GS zL{m+*h_lUUq*pp4Jk}(cBd7Wvb^0K;eU4n=61xtBfHqpQv#7Ko*6XmE?yXxfw)!88 zfC_y2y^**}gkL!Cg)+Dsei^zvEa|u%$S&KAw_;_NDLH$w#_nMTQmXI^hgAx=E@vV0 zRkq=mb9wk>^}>ce1F+2SOw8kuFSO2D12)JNi16K0`dy0fxBbu+(OH-w4p(1Bs z@054%^I_~yt~Q#*0+L+teZ43wQ#sv_x9TFFSWfVm!{v&7k4PX#eGFCkfX!t z<`71Jsx>ekye<`-z7=3@dAnj?ty#i?K6T|KXW`GWV)IB5c&niR=8<|yBpOir!hIv} zSeh41d9_ov#Y~8oGb!VyW|+i9#F|8ol$y7MK6$+2O`S*48BAi`DEs;2my0~ayPnKQ z*CXXh_6-r(*0;Bne|0l-W^jAkiC6H}9*k%$0qxYb>c1e0DJlxHhlcLCGpAcbm=7%y z&<~!^6iNG>Q0e#3FRki`_ZUyVJ6pUchp!V}Mgz)9Zsv=vuHvIFWIBrS&y-V};9ojx16?9#2?%CmZ+Egbi@tDsx?6;OTw+{!24>dlRR&R8wf>Q1*h zEV|Pa`+vzzWMoy3yZegoLS`^C=<`aQg7+F(MI5*U4qlnPqgp5>RgEUf=##<QFQm;^p2qWLi9kMIbTRr%B> zO{CiF9?A8d* z%Yd;jk7zy>WB<^?*c=v*vClz}BY@pd9^+qguRIlx*@oJY#|ELF)Ow&$g)-(r0SYXd zxLbroz(z~b?Cw*hhYn;*E+uC_vXINbK?Zj5oSJvUuHz8d#J*x-`+D1n178Jgdvn z>o~qeebvE^OmfiV0L4Lkicj4dlgC#PRKhanFozmicqJWxi%%Eprzv|t~IQVH399+g^fL7g7blh z4#IdgmO;I4^>QOj%c1e?j{)tS0l)03^mJ6(cAe^0*!H~X`~Hk! zo+ipPh@p9v3iN@=SHxh{E71ov*-A^KD4~JWOKhhjKW(fyM}aF+CdKLmSKpy;F)lgp z<>7Is1Tw42X{_I5&STGJok3=G<6=GpGS5a(`z|O3fr=SLN?4*@``9jzN`r_J&Z2S_ zlK7AtfQ1$DPF^%BQkxJe6s6G%O&p~%+Z2B8_&B!6!`+nuLsslmlnKz)?SWp5k!!4r z8J@W48rBO^BESs-Jk9{Y2aM)hBAQP?a}^AHo`vQd7Ee!K(gh)e)#s9e!NHs6XwoH{ zYnKj{ENpNXyc?G1A3r7gGEu&P7}>!#O_Y3@bPm>ADBv&yaVEw_S%$5L$6BQdie6U_ zdxry=l{D9x4RMBgNd(2?7ri{04URLL_KeZ#_K4m?_^tcx^Di|!32d67bd^w_)@tpA z7r#8yN|baP=P$BI4kwx?Ir=6p{#J%UU>njthUD%L>h2O#Y2~&KZb;EVL|VD6D?^|& zhz?%jZnD1YGNhZ4S4lD*@GdcH@%`3~gO^>VZ=_Dzh?F@Q&3F)aT!6UT=36kyi%g<7 z$0S^;1ZvTp7ME*l9mkH#iB!kz@~4La(`|MM)FYeC4C-V&MyZpYoiHl)|H!Hg4ix|c zm)2=(8Pn=M)_c?Xv_+!F3ywuGw<~^;cfLv2>;5f$ofqI@eJtmy*mS8AD~? zJN!D?{pFAFQ(@ZYN4L$id&id+mll>~SdNEe6Y~d$S37WDAQ(8hUOg(lbCfJ~&Zy%@f1_RV*)1uE-z^ zyr*>J>#>{bO-^+hHN>V+s*wUzv-R3ky)XlPRzbQ1{+ehZ@**C=1et{uf>VQ!RQ+&^ zOc&0qRff3>GGYOv@9)D<$e$(0vyJ_ocwE;e(xXI!2aCA|J>%+YMLz7 zu@R3V2jpMK7QA=SuDo%On)EUf`rM>9{TnVm$Jfv#4W-4g5hP6P;k1`Ead64Jp?_?p z(VIk4y9nrn90-uXp`zqlaK7!KToBXFL3xj(xtkAzNVsaDkZ^A}60{v;?Z@-^ybQv+ ztPB1-c*tYpf+*`6;A{7W;%xUux4br#4>k)t-7&RX;H;h z?-i-F)NQ7AZp>Eg*!E@J?-S}p=nQkD&ZBSkmCf-%6ppy#ZgfFuE2NUP6;deTDV^7L zB4aligDqut^I;J9J5vGQg}!~026~7k(_S@Eugy-tVu-tShR?&gnMs0UIeYRvB!de# zWN2h)5~er;@xo_wO>y0AJKuYqOm});Gu=CRZ#K)za5j43z1{!p6+z2e%y&k|@x7d# z(VhtRa!}*vg)j*#bhwmQ*K-;;Evk5xry3U0(fQ?!RCEI8;K3arfk6Db*dP)+Iv-@s zaQ~nimpEHkgrl=wIXa=#XHzFf35O*_Ls*w}T#H@#Is)sOuk%iZIN)FRb#BL5)O~Pc z`b4@(-!%4+<5wzcOT`JRwdzo{I8~s$e8|6779QS>Q>kIq9xHz25K*dulXp#XG&V}j z9LfjSUZCnF=nFaJcmWHcqCfmauZlmD^vTx-zsP{)m^BugPt}L($*8n@%*Tv~UykUi z8-{d=s1}~zN}{6?k;4Td3T&QuReb0Z@RdqPw++eQE8TY9jzk8*7kxM|q*$E-Gaae5 zun`0$jEX3nT%nAGJP|+d%#^CFhLZ2I&l7%w;0bac||tSCWGhSVc~fizsKn-T@FbB;ZiUc2Tkw-VJHCd()IFhJYp$5l|8ti)s2?&(<8;JcPMrNZ3z9rN$7# z%49zoYYG>5A2^tE#cX6)T%GJw+iYo=iM_B-ABM6I;3chndQCU>>6TIFmRcPtI#X)< zXCU2fAV!-&t6Ajb#? zB}7TYvrYxlHN$2n!<%IWz33M2#CBn4PU1Z0+7aSjF9a_#2z)zJ8b)zHVsJOuP&nM( zkkE*ue}tH=6Wkdj?7RS3$@RI}8uCHwBM4Nk7b_LhrAn<)n?+J7?65`?=P9jsk534` zesE|+Pu)r1oJ6m5178p9CJu4OKl}5uAM*tJHH@60Sq$km*NN^l(!NUTICc_Gdr48N zNNrS^G`ANreh-S(*N#kOkq;c}XCTZBv zVCc`cpUFyBO^><((=IA@UrYh4i5k{3W#v5K_Sa|YI4g(FRPmYs_^;-}iad)eu7@=GCm+H>%^UuAcLWWp| zb^|Y>XelQOCQA1V&PHL9iYdV1M#)2Y0v~D(%90AAkxFeGksWL?5abr$$viP^Ij9#K z*wLs__&6LN7@KezDF-?Gk9@{z5Bya z;9LV`H;^Ha2Rrz5cMA(HMT2}U`U!)cquPisoD}SXyW#v1qvnaP>`}bo2@5qjJYMAC zS$4doK*bq0lyj8WUty>@eeqGVOt1+X6~`gxiI5pOO3SJUq>W%dVhos4{A?X07r(dC z6iTNLP`O#uvO#TEoOg^Bv|NH!jXErizT@;BfK1>h@g! z3lV=G6-^$Y)wpUAIvp|8@!HH7)upCD34JJvRkCRsca3vTugPGDTne^Euw+IG;qr(s z!c5PI#7Gr%{|k#k;P7|~K@Ym~w>Zli!Gx8UkJX)xS88Uyf0xP9zKmdv6H*W%C<`Qk zT}Lu-XF#;{_S-dR#2p67q0Aw;q zBGrNN4}~2}rcw!K-n+&&RX7s&hjUxd#4ak^J%bt^at)Mq;_dP!gKIdq6>p0pr^Eu- zgxil7%Nlj^avx04NIJM_lwvZO`;Ezd z8OfUWScYijEr#;n$`<8na{p@!%0D7;BPM}MlWGBO|4@@*WiPwYokjrJHvSKZ@uy-L zTeID=%!b%HkdwcQ?--AKH3G*8kfFr#Z!A3W7wK_qYqnb)Z%;jQ2rhq4R5P5D|1|>3 zhH#$~I(KoBN4&>K{Nsqu6OdS`fv;OgOpuz((J?ldD9*7p`_Jh)$JVUmoNjbUGCRyR znaC+Ur0?#t1h`oz%#nbzL6(F`mbS_g*fMlPu3`_-X(*vP52^gI$ar z3D_1b7bHpG$z>~zRYRlW_(`nSb(18pb=0}BS)84vXhL(kUTaNFyRk!0q!%(z;L`iT z=hbc$LL5g}t>p=a`%H2h= z-U;}=h4E6e=2hvX2M0$-Hy`r0NFM59ou<>+v(!Yo$tv}l|8m~rYGsb8VW_^3ib?@hvhqQDz8M1(2u zR0#tdR>^BR1w!;wwh03pdBVUc3!5-tLxZ73GljQsCbCatMHY`zl178_H{{NW1|r0GSEh@-{jLPP_;9u5q>Tb=ebeQGC6_aa>xFx?7M*3XVhpOhjtN*h2i(3GNIc^?PaVrAYl) z1^yT<$W^dYzu92%`Vl=|KSUM8SOkC5=;lrO4!?}smJBDok^c?6FF<7f>VNg5{Erx+ z!(IJUk$usfM)W_>I*uRNKfRL6X;jsM`_?y@Tz`vt7t<{tTPOm06W>>K_y-LgVM3NF zzRzKm9H-MEM5|>R-`~RH`)e0AzHdW=p?mdM(1sI5ENGVq?&J^BZXY+h)h+GlA8v&B zectIuhHH_+hlBoZz=lJ|+sW`yabm+T<-tzTcEQ#xMRI6oL$yW;wBwbQ&{#5%ls|~j z3LS4lM~2m^*q27_qi>NvRGbiT7!*1|6(HQK*1WwEPGJ&(8rhwb7yFY2sTeDrn1gd~ z=AaO<`61X2a&v?2_}yFQvAppk}{fpx|}6Z zwpCR`=JKoCOib6_AMRU*Nl3&Jf-MrX|5>ZtNYEN|mPsV2{nq1{@T{2Z77LTn_&p}u z*sZ0>h8=~8R9t5p_IuKEovm5Pb={0M*^0PL!%7o4r0?zn-Q1}P*lWV`Cd=Cr=w9aq zt%tUW8g}qAjKKEk-a8Hgckce}j)81j$jyi+_acxzc7DIq4cjWanVt6bRi{qf3P@6Mct-uJx&n zS0?Czcu%}i>pP?^KV{M)Qxf+Qbi!!nu!kbJH_KIu&Ub6*4%5@Ama90dlB0Dxhv=hh zm#en(<*HK`cDc%ihF)mRrl&PsgQBC-bOpzIUG8U3r85_22tkecUNH6oXv_y6^EBoo zF(oP00=(!>)0huy9mm(0TbRZ))uE;__n}OirXdrxz%=4#X!JrOa@ZDFBPu%no`%kz zXhaUH)QCDA7epgo$~EF?3#$=rXfQOQwt(OMgy}`0G;ga;)vjFo4|{uN=e#XIWGI@| z1>vA#UquN;vTzU!y&_6o!IRUyG0~)4gJkcEb$(GplotEt2p}+X&1o2{gHCCYb2gyI;cK(@H>~gzZ7<&a#AYuD3kV z7`g<i+qm%G6n1DZDBvjh(yOl4O_U?SX=1DqQ+w3049=+Xw86{fjrUK_p()m}Jc) zw+*s|Ma)#^MH8OsJdOLm*t6PG8J$W-)eREK@L3A;$X*+E=mxaA*@u zfJ(7`p4h8fXkXOrdPBZiJc8IOLb2|GhX41$QKY+Z8c#q7Wr_U0g%BK)s3i>kCg%?W=97Gwfqf1(f5agFwZ(^AH#ef7PM`yn zRM?1N=zt8CFUpVzeWk)DjwAkE=q(@?P{(4bO11HGc!dfrW6#S@Zk1u)S91l=Cr=S`ZQWn3E?GfKBiA-dC)=%=)f;|JX? zm!!n{!%kX%FqbGKU9Hcx=v%s`nD~F4;1Q-Uhc*M59;4tl*YGH!IDtTC^ zY>1}Gc46Xj9)?@DuwghG8Wvn1VzPopybyJ>ND-1tfOrN~((1K7%(&yAK3x6U1<{93 zwmf~f0v)P=O{nmu(}$uvO&>1RI_`x&G?#P}>qA>pOdqZ%c!WOW(1xP4H~LUf_PH8@ zd!i3HtWqE9lwA;gcm>yor!TBNw4uS!huX5lt*2sNVbBr6z9pr~@|e`~v^kL8$PeG1 zJ1~vsGsOZHEySsFv>ZX%a(5N#rNUSRn+eBiI52*;hGH%B9X)RpW{P;B(khAuXd5B+ zD$2u>==pdJ6`km8C6t3IqAD~t4SLOC{R1`83X_vm9*y2b_{ z>Bo`ZMte{S&cJ|B!Y(XipAHOor-Fz^#ZE?V`NLm$5da4~zjO;8H!$Ys{!f@7bh+U1 z)Vn+#dObR`!~j0@UyZn)>t_~g3V6RPY!SH6l;NRl(XYJXrwQrWO!88Rei1P`Mev|+ z5b#Jly{P6o&J>1Iyc7cHAw>E};tm6|7SUh=E{hN5GLrB#z(J{Kz|kEB+^ZG~INhs{ zB%7Ye?Vk+B_|(74Abe{^5XOmoiioYtsrs1XoCx-C=40(}B3MwWu1Y!iaK`ExJwKW` zjy`t^G{&CQxa`Hn%>n;B-Aqf*&u2c?F6eo!EGdxE7Kl&P5DPFW{;pzgHkBVT^_0DkvMUJBw= z-9qGZk@=Vb{^M)`e++|@j$0?dFN|Tvc7YW=nIw+IvHEow>?&lTl+T>Og)AZeyu_Xo zU7wVr7(A7@+lU~=J*3(0SN6GQ7BDA;`%ZSfWo7>yZ?S%8`w%6IA>K4ps}ErXI(%K< z!E&|xu3E0{RCUj`-e@eZ_hMat$>&Ym+UPj`y8hm7*7YwPb*`f#+p@Y0T-=&Sv4cN} zbqgv<>}iOFT;+d3M#2`yK2$!9V8V6((=A4%Qu#;^w8th4iLAP(tHtX zCb{Cs78Ws&UaVI6JF@`;isOa@6{0PoY!0>NFVL?@B8A{{b2&P%19D)S;Tv<(L5Ce6BAcGalx4F6hZdoW-Zbz|DCAV8OOVz#&UR}LDky(p( z53x)^YsE|6YyDu;ke!9xBnLirrWmf1$`)Wx~8UR2!-c>Bj=%Eu&z#;$CQamYko>g7faO9N7z`mn2Vuyx9r%>D|a=JzAIOvPneEL_In^SCS*KolDrf1RTv6{p$8_AQ2p zl$>VkKAV^jP$;R)7Ue?xZ+rLDI0-<{Ac)bYLrR7dxa=2$lq8r<#fxZ=e|DEFq3eslui|v&^D3);aHu8&cN*nr@-LM_ky&PQTP)x z;5nh~am}UBB=ti22 zN;|eO4vH}*0A0;@wq`d-&|{wlv!5|YCPM77gjaR4QxBX7w?;6E&WYt~`XJ@3s_jwU zT0Ww+1h`j5)@2s9qoI3jXRFH76=*jZpv`g6?p!R;)^}Fse575${o0i}Nr!lA_b(RQ zOEwJikwn3jN?+KR>n4Dm(rU3aEA>S;qfKV3*mRYgHbeUEeo=&*J^>HNpRFy6A{+cg zkxPf@kW8FUMAhLNLrsKOutmNhwm*vay}tQz!28re&{rI=>3(a8{dZb2v4v~(l?xqF z?bY4@8pZ++dlY>}(*8%58}8!Sv^3{0(m|*7VzuV#yy>SJ9mij-$=y(#lgWb(Zw8V^ zN$>%)N&YBXO`?MD`(JND_6Mvpp!9|nEa)*k>P}?+@mJnCupG0x&)Z&#p1FY|?l4llG@`)-le2PrUuq#0AHC-QUlbELY}~vljtJfSEw6vvrW1#V$C2{VLu`SKuYuuYwxO;)pE4X+Bd)Q!d8)49|Bn z&^ewH@Q1?lZ5IAG!a7TdXIlr!@qDqEiC{R-c_?-T8HR&b%Nm=9=4JzHixT5qeaUeD z7KV-taevT)`!})9QsUm$L2}%$lejP7M7Eh$lQw{9Ol^CCVe-8UxC}9Qy9JYvu+CCq z($+z8OkT2!4)!DacdR&9L%JcReM~=M4TgRluT?781XrrTOQC#3r&zDo>Ke9_Ho_?K zDTbsBDRRg{k>6pRrKE_h1Dzt>%s}PWtc17lYikj-E1!jls{A_oTSTI4{-+)t(7S5q z?kLU;iLH@lu!o*`k&jM+CR=Di54sqgFDHXW_1j;*>0|(NGcHAU`fdBKL!i7uSZkHgPSt=yDe>H=I~LB7YpkkA3AialKny z@1X}v$}guM%ggu5AFmLPUMa5k;rc-NRk)V#r^~D9@*29lmM*WO%j^An572MN=<)`- z{48DCba^9P-h|7(@|(r==WsLv2B>w&| zt`C$S6TjD&VhFG}KZ3vZm46dg7=$0g53oUd?U7o2V!YO>HizgpL5?%g+E|1gY zw<(16ak{+mUR>TlmrGxP%Qm_^|2|yS)8!Sf!sQ;i`~#i*@^^IENrhQ<&}Ha#xD3$c zBh=J~=<;;}=4-gL%HIqCc}xI!OaOOG0Cr3ObxZ(sOaOCC0CG$KaZCVkObq^*82B+U z=wo8QcoXA1CI)&;4Dy&5;4v|{V`5;(#GsCe0Uc|V|IrHFfNe&0s2iK+nK{}0@=?dj0Mx&zDcc21&HDRQ_0w zAN$HH)Et%NT+C%;wq* zVUue$gY+9EsifIZ<*#CRb9MVt3V75T8z&0YQn4~ypQ~=Xe%FDGvncyqt8SdAjW;%q zY#Q0P>5{{fwff--jeNK?J69c>mkM+v8z3;Hr6k>Y8Ztm%(keE{LT!xZ2Amhxj^J$O zs{^r#n5!(`^}UB6F~e+TY>=z1~joT4}% zeDDDq^Nrb#*$-OmecnDfCyTKQqtqR9*b-g*)uFzatjtjm`zwZ@sb1md`38O_1Wmg! z)mvb9Go<QUt_5n9(1J;9U`M}=kLB`bH&8L-bt3j4iM+R|$=yCWh*Pm-E22bXKqY7dUG&i~(r)e*XlBh zoVHh0Q02B&m@3Yp-fUOQ)P5l2+^5_5#z0ucp3*2_76*sDNZyqr$}heHtRdlt7va6*2H1BE8wx zr&z}8Q=Dk2Pl0Vi6D5)6Gygz)H4?TbijC>ok@X3BBg+zCn0{x`c z@j@!lzoNcLcqAhHk%fZa6BQbu!dEn8^g@YhuuAglR9Fx-x`M0GB^EVWegqhKp!^n&nljXCDOTC z3r<@NbtR~NDauBO8=`=P@aR2_?YnDk2}SFCVnyFvK{wLxSI9wfAHuuI z)ci>i&4%%DMD$T5;Xim7O3If_$*&v+FRU|~0+kFF-aMbOLPR50XlJ(#mJ=D`LUm76 z2mU&vwS)hFxF~`HS+UC{47`+B5rH4cj_@?*G*%|oJW{CYTW-4fkYRp^A%kN+0T=mx zQwH4-yRAS2Ow1v2iMS5={!FJJ&_m~pAQT{u z>_8Mi>{Ek9S3iO@44fL`YYQ0yJ>YhLeQ6nX!DzXYp*KTX&Rb}?gLRgYmbMO3(30t8 zL}nV4UyQR_P-sXfbV}TzNdWYw&9w-((pfIs__iA*?Y3jvf-}hm?DMhf$w{-thws zn4;u6EClGrGj5>}pNMCetD<}v8qCszMd#fQzs|HajgI3lJFmSC0a~Ho8*|vyc$6z{ z<0<3W#~2%No=qT${(|%F$9}_v@q?^0AU6Zo=K#%1lchT5u1X108?sGdnD~rma@}AgGDWby!zMQZf-Tu<0&9WjfrmfTc@%16jjfU5bIRN^Sg(0b&A? zODt9|^;z#qB4_eG_yqYk3{*}yBZFbN7#nlKq&p(h20;ua07?Hn;zHd zIAjCl-*BjP}u;EIlJEPE}bK1LDs2(`V~3vsA52&cxQmJ z-Qh?LIQ__3r?V6heW^P6d+yEC3VD94I900VH|D|RDCl`)x`h08O0E|<^;m2Z3-NLZ zeYReksuyOkr)kRZR2iy1;l{O6}<1WgK!! zM8m0A_+u6p=1_Pnd_=Vt`b7+Qybk8PZbfX^O!5EgRzO4BxI}oNs^n}7Jw1_E9N2&bbaaW2{h035ah5%ckGE*ZHlrr8Z z_98U%BsN()jah7#LUI)*g~Ax};C5b%4@=mcwY!D%1k4qC3S-hsEwq}o88nXEJ8YAZ zb*5p$vR+lFN7y$0#2~fwe}VBb&Yfn=#8p><`9oP4AGgdO2DLL-(!G=dFfwe@F>59w zV185Cjx?Z-hOV>8xGW4WAD{dSZ2ndE)bFLgI%*iwA;kZx+IJ_F^H4P68 zcy^eKM^BG3_WLBGHlG5@`stw;chRrctDG6T`jQRsGZ6y}W6g-wXm#f3vz|x>!EZjSe^22-8h3- zo|bbQ_oLvn_;nC)0j9+#*DrB1puWa9CRC56%YYKyY186YwT|OYi#MxjaT}i&O^Srh zjjgIbJ4!=YoAP?q2@}^J6Ar|5#xWF1hTcqPiW`2Y5hYA#q?*n+ta3WjxgkU=WILUm z%%`*E3p<_J&|v5;eLB1K03|z!(rzL{1xo~zrK7SUuP9PVu{a7rOQx3IpBuLp(G*cq z!d;PQ6yYvT2$N6q&3e}jxz@Hs@99;yd`&<@EaY+U(Q>1oe#KIW}aItwig(sugsRxYEf_9 zJ4{G_hIIzRM3=ZHB2w%NUqTp99p5%1SXRf8OHW7 zAh@lWN;b}jgRu;3rgS@NSa3UCQxdImp2-8N3t(TZ|CDE69b#k*o!HaaSE4&j-QA{j z9N)gO?Z9E=u)V-|caHiNb`2j{DEPg}FjrK#OG8GO0Hv~PIINQ2bSmhRj=L0@tzB~( zw`*1`tX*S6gQ1bLO0yUkQ2Kgc0BLCvdjYYW31yE&D!GjBr5}zJ$!4mzstAAiTHQ@Y zTSg1>d}ZfX87pzUY{UR^YIJ`?Fu+VHA**f*slqJw>{q9-{zP`RDB&@HQhKtop2(mf$A+4TA*O%J z#>=s9i0R2}Y@AEAXN<)E7|}^8VclX8Rt{09u=3Y5z;$8uwzRP6-Mh&^{YkcbVh&!gX{c4)h`}t9>5hgb&?>XJaQOYZ3e{Dm`Ok*^3xjQkplm4ldL>2sLjE>*fVJ{0&Whco1%ex4|W_QwC|5YJXG1(@DB5 z<8*3|bKzZV;G7JGD)MIb&eQ!XBAQL5khWPA5{JQ4NT(t(fgvmf;Bm$8=N2FA6Seb) zIdV9GQ^}c)5)B4_N;$K2pvze|5Xgi%Iy%}-(pIOf*hE^lO}gpI?LfIiHsdF@OJwMb zn<%U>FhFr+;Rvy8D}*T;$lEDRmf#7=Xhn@mT=`CsU)PW}D>ewyf#dRc zW^6=u- z)K}!vTTI^^!_|3g_*^+AP}oY^4Ed3&baNb-GKhI>y&5yQ zD0PGL{Ho4Gk?I*c6RoQvxzQpQDP+=rR*$(mqjysB4dyv2gX%UNeBCjwgs zmuVfucj@|H1eZ<}67e>@NlVKk0sUp6K>W`b)^BFx%upb2wP5{5)>%rd+d4>&b?3#h zL`a~*0U_D*q;<8}`E`cn83uTUSbnJm%VpMCN-Wzt(6Ovr9#K17Ba9rI7pC*AS`_y}t)xE0JzChFfGzQ)*F?=8RO6+>ARXP*U)8W-=R?o@XE^F zP?X}kLStew{B?h(bpyY*bOr^5gSrQXM=oB^xP!Bzobpf1b^FC?A6;F1sk=g=wthTJ zb3dt@51CZHJpvU8j1lET9kfU#$Ghh}o)qMn6v(@P*ff&eIL>0c&rtQ~;-g9rO>u;B zM(#!<8GG(+)a$5+Zo7%96FJr55zVy5&iBGywGu2Vw=5VLRRw3F&!QQVd7HT>clyL1<6h@Xf!p@`F+L{|Bx+D zC|9?Bzln#xW1U%C-Hiue3X6Fh6Rw*rD+(vpuoDrpG~5{X3`Jh|L{4*Ef6XxQeKt6* zeG<$aN;;ZxFp+`Nx7{lT?*PGZc{{7OI}ZI!j4aTL(H- z^%*Lm(_>>GL-D20hrbnd08hBk*@Nl~B+Iin^`U{IZgI*GIF0rc)QC@<&6_sKXF2i4 zVe!Tl&cUtQ2Az@3n+Bcj+YaS&XopO*^UFf_Rfhw6*TQ4>s2@Ux<-R&2L zx3~aO#WS4FA$q_e9dd92#0D0)3iZMD8-icH*hP}pKcosTLrDTlqh32|e7p|*{~#P3 z)oX-Hbt7}#FNXqHfV~y>KMF%doI-M0OpTMOq=V>A+govo)^Ys36<@uMyhJJOqWs_1 zZBiPfDsZJB7s>d}$hK`cy&dR=?i;#vlhMxhB;(n(JjmrbYA=s3P}{oI=!;FUjEK|(Tx&O+yF$LsgL-dbBEoHABVlg2=!tvm?meam-WJhlm<&ej+EH=LhktA$ zkVD|bG1pnp!N$lx>r8BL7zyd{o{1f*Bqy=~YA=`#qG{IZBMwMvyHl%+G-s*a1Ark)}|A<~H!6|S@M zj5DyW)*PVt6r8V7;n2J6Br2P_Uk6v-f#R70%HC1Dg)|ODju8v4PZb@Z5fH1Ph(M7X z{}R$Rbhdn!eY~7QpNL?l#2ot95sjwe(BHIhD2Kq~&#T% z;`YQGag&ijXY-&lJUr~|8yfLAsNayYRYJbehWCmL*s0qL^{2lj)3B+U_djZpwzaG? zPuiSNSf9M_JpxuXV%|uG%wikyN!o}LC?J)BZRAva*}5M@GI`voupQJhPQnSxQJpR%G=`@31QMG<4XBvw!wEK|Ep+CS{}d$Vz)$bZ?QZL@W@rCXp7i4J%$Vi zF9`&zPV#&2Et3DgiO9U6FuT633o~}*ht!4uXV>G&g+XmBD|jIm>9)= zAzOA+6nnzLZXGGM^#B#L(XfaB0lZT1`0KD(iK}1-Dwu#A8H-Pw+JtkIL}4>;I3$_FPOsmHjPeL zfqd+t2N7~zXi@^#l;6${uj zzxeAfofe{OO9jSyP%jpup8BL|$r&BTUx+$at}GSC$6Hv?D>R{6J!44Qz8Lu?lTznF z5ONh3lgs7-_Tx}I`9jY z1;T4JZJ%DOFBrtbY!G}-O#rbnq?W~j`0Zz&aKeUH&EGrUU;g3p6Hb^Ob+^;?$B#Jf z-&HL&ONC15ZaTo&83^#hfX@(Q0pDG$*JQ?Eab~tjDY3M(Z%`bx1No6RX>~%k%ueAw za3k#M2>cmGrL74Jj!!7;2_w+%hz=4ENCnbYSO~D`2x5x#r~d;~d&4EWt}286mYcvS~Qi ztThW2oQko@8lWE8Bs~o8E&20er{DENE_OyX1I`lWHPs{+xiBjQX#C$E%5 zemIvCM_<7594n3&RN7EKR1BqpK~V*=Vn|`huU&n$i3q$<~ z!3RwGz7o-V7~@B{7iy{cd7GfOG(|$Ncov+#YcvYZ5J8ACm6Qcw8^|BYf#~$Ra}jw- z9EyCZJ^;=O{}MqggBMoIwP45rXNACh#tA=)Xgn1sTx8({g2dy5f%szD1v>O|*G@A8 zoTJ6^oS|pcTQN;#=ZC9`W}VP;R+t)M!;4~#RN`YBo)n)1&7PeD62&S#SN#D+AuNIQ zU>QsFp>IEJjLJt@jd|>t^dk_imR&ABj&MY1x*u=V>vZn1ERX0q zEuw;q@9DY*MLsaI3vIlq+lDxc?TMhT!D1`q%*~m}yU7T2Afnk+Y_r9}HXH_zZS=XD zzm*}+*oL%=!5_gh@#7yiB3;~D&Mts?f)=J`SLRg~YtWe7gbc#V2897Rf?r`cdX#i^ z&|0kv&MI{V6Gx!IDnVP0)%prPU@UWYMDwXwW~+r|I4mB^toHGk0`j<-AMM45w?BkW zkbUX#34SF$VU*&?``Rc~V`vKXx1-E#6_K=cP)X52L>{KCD_tujK$e2VrgpB= zV2Q6?uBK_EDb5#?c^B3xDG-NOv2AJU7!%WI@)kL}eS!hS+0D>9%Y_x>={4zBy7w3l zek6mCndYtI?&mz8wet_xJ}9G{(#<9`&^lq5Kxvwo*7TYq}F1c{Ls8RVYx3O zJ=L}x-zg`-wmfd62J|8);p$hI-kZ^J{G0@o04&zWOO2wIfe^UQcz6ALrg09HZ?OLn z6Rzj7&LC^?;o5O|$r;DV-i<5PPZow6wF)Y^;g?zL3@ugGUwQe)(v^+}x-&BBTtn}c zCg(`UiGz}TeDs$;ataSSpC8>ep8`9*%&@zi0n9Z+H=3-y0?9Qq1?+kI9L8SWgSdHl zFD~xF;OFV43ciY%%GjR(|04FXg$)8&*Wq7A*yB*jTMU-#STn~9EW&etZYR<+KsY`) zAi4(PD#lv9PO-c|xgvu={w9VsAYTtckM6>TRm!WGK-fZ_)GZJ8Mt=Pq?i_W``9^Y4 zfzGF-G<$jLDo(OA4Ke&2W<%!q>4s@t=2X_x1hHf%{JdXV6S@t@aFxWK-T*d+odbyV zAQ1@(=ri!;DG`ZI$MAE}$h;|1wK;Fyn#y)bhrQHnU`Ov%X*^)*{1mA_!G)+*H`XdG z+FZ<0tZp-e-I*=I1Vbq_32C16rFjOOS=eX+&?H@eUUtN=`pRsvs@Sk(VMB@45b1BP znyA-iCu&EkusI@D!=50uY?1l^&-=t|jp?1W&nvo9_t40YnCj&8HRMiTy18?{_c~2? zf%m=Xu9L-M(^kd=-3yDS{sU7D7#+vA3|)wplf%YezhX-OFk4mN!aO?DG*$eu3&y2*ySU<0I2Jzd&rn za#ME6erOEB+@Jsz?cA!g@S)p^?^wB|_eF`l3Yw8hhYm>O{+qgsA+Z?zjL_*x%BJRrf)m{0ndza)U@UDC&q$$v@ zd)F7Pzz4DmC3k_Z+($wT17BhBN|O*!W#~TALwBV<>sO4ESxwT zlj^=YHb*5~P?d?MLKIrYAEG6%H?JvwdXxRJhBu3iD;Tb2rvX4Z&&%bW38tyl+ZXnf$DELeuofxkAX8Gr-U=ai1<0L$`Z$4J zLQP||A+>{VY4w-WMJG;u2wrJ+nQXS`#KXt~m6QER=nTf}h3B$(iodI>+#m9wzdRK3 zq`U?}e%hXOvJCdKm_HB5mA9jf8!m9;PM6{jIj9Tdp#D4buqO;lF9~_jU%olyi4loh z6PSd#g~*;T+xmssGM5U{JW4F3*;m&JIwmmLTPJ(0aJ6KG*f?3~%C?UW{j{XGtK{R^ zA_~}XcTxPh1yP5SB1+-k*6i&`o7M6E(6SRy1|R?8Gv_MLpa`Wz{A0~u(<@rM&q9m) zk|Isf!q)7)Nt@Maksz}1u&-IKN;-;1{U%)H{Jsz^)n87p*~%XTx3Sc@6GwO&!$-2^ z2t~U0TR7rFNs*>V_Zy;#_|kLYCSPnsTnv9RHU5Xag8w%x@c;h8!@m@+BFBKZ!*K9- zy~4oRs3gth>`y2t9h&`)U2>6f%0jHz0@W5BZ5|&aiT_T{pTsZbz$W}jj-#ZYZ zL>(^941>MG#fL4p*pL-2juTNkd9TiCTR3+2^a{I=S+Kh+J$A1XO~jteI?v`~y+Xi8 zEC@Kf;0WkS)Q@94DgIaaMarudw@33w9q$kKG4F6B&xy2YQ8ok694# zz6D1BM2$kQ=B$Rh#;o@FUg6@mEV%egR=7A$M6Khj_KjX)_v04q{(XAveqA&XU(`D4 znrC{2fKONu@Z$wXKv$x6>f3wdO?=XVi<8k=N@H3w!*L>N9XV}Nudw^u7VHkC$L@e= zB12KTu2%^79SZ`kS#Sijb85+&Pi?2bVe{7PjQQ>MUSZ{TEm(PJR#-Vsgs$WK_VQj~ z_xCK=olB41yF?T5g{~t49_$qYK4n3`n-?4b35D*xy~4_;Em(OZE36zRLf3Jo`(m%K z`xy&%zmOigpA}7HD0E-%6#_nMLBQ7*90BbWGMR$UayiU$l-FU*a6jx7Ha=&;#`m+r z#&IHS9Tof;@92@y{&@>_PeW%ZjrLPS6Y+)Z%XvL8yOjrK2YQ8oFIW)Jx8MlqQrKS5 zD{TC}1shjng^dh^EkP6Cdk$Dj>>H5F<=r&VUWPipjrkjvx_MDg`)!?{beZg@eiLrK zm%gd-R6VQJQ^2x3&h#i-d7X*igtA`P?WAD3tkOm@rM-Ljt#;+KANz`(utv{Ct-51j`Qou%&XC8Z`a0?)H%wguL@huVbNnA(b zoe_;DAUY`R=3M=;h3EuH3o_ZTd>zH|P(H$b#lYq2}ng7JX z%mll~%zAO1D7>U%UE4r@OAaIh)ppQjiC%15@JQ?GzURm4igVlFMUdCvw)m-z-;QWD z71#W43)c_~9@jX=#t%OiL?+#*06%Wd?K6u7{F=a)miTa{5*`~p{zlLv0hyKFw>A5J zB$>nXzF}1C7vd0WLq^=~Jet6*Gkf4@Klh#CuBRbgaoOv_h(;42U1{VmS!9bK@MP<3 zCuAE`3ZUbwlx>Rz_IbWksoh<^Qqc-4MiD%foY`n|wxCS{k}Em0HQTM6-Oi_-Yl?&;Q^W>jIFpnXK@p+XHdii?C1RWFy23$R zW%RAZ!ho9VHfu5%1!pQ5v=QYG1yK^vTFIcT*=}X<7Sr4EcEIa?NmnHTG|}rg;jR4n z9yoPtBN|PBc_n3!TcnI2@TAO~@Lc3^<*6or11jV zoag3@*yg*g;Ey}s-M(1RtNCt=CVf$GrjkAzL9P-6NkC^MeYR%1mA)I}&v#oTZ+Nu| zEV|7o?jm-}cAV?(jbH^szT)!NYa<#>fOREZPgtajAn>HioaZb6&`G*^;lYgS5HH=~U>K)|*XA(scc>A+nuSL3#=I?9#p zZkml4w{7V>ByFa?m{q2PB6?2L2)K0qL4+73R!M&v(P#qpR4VB!7L`O0cq(ZPRo=2{ zp|0SJuZ8}8u^@ecuZ6lPN*1c8{y%$f0w32|-3>e5Jz1TN?M-?k2PE4X$&&3PC~<=A zIEgnocp)yfkw!CD(u_wl$}EwUHV{Gx5e!R-!cxMP5cZHZP})(3F;! zk6&q8mXJcqUZ82e|2fay&U2T!v&jyLA$LZ1?tPZ?oO7PDKT+Umgo1pLEI})#=q9Au z#>;fe`jwt?QwhYh?D`;3CZJ6B|FY|DCkK-iRZBXl%HvYKc)d!uQ`Fl)0b=WMtD3HQ z{5*7pq8S(PhXsV2sE|01A*gh)uU2*^igZ8nW`F%HU&rx_bT@Q-$HpOJzlrjcWh(NB zV-PAOd~vlD{rHM{Cvu3g9Q7U+F*nbBSGa|t5pL8(W$Vv=+AgVgz8D1fl|KJ?$9Hs# zW}2^p+}^qHrsFxjBY5e>qDXkiiG*;5sG|Mu@f{3ut>oNl0W|<$k94hGM`w~xpWLob#X-A%g`cd?X3@zzw{ zNKdA~VJfK9s))eon$Avit#xWcs#vnynjgbsx8H|RJa+rL8ypAT!$|NR#v)edB?4e_ zbs8ZV-*)ghB8YmcbES58$RP)kTNLOLC9_=3SBx#j2>vCgHZH-Kmdt)s)y$U9@rw1R zdutOmD^k$!P#+4aDsFffKyA8&c5P|JJb{yg^h1M&X_IjQ%G=FfI$Xzx_bXQj#jHam>>j7M% zgoH$GDoKt12xAgp4D>yb*g0;@7OPk_6d1;gOsZFHaXcP(xnfRJND_Va@=P6gmyH>B zI_2V&iP-=~+QhiKHP>ZJsEA7~CU}T6y)H31F>;=MS0b_IfSE4hL<8|+*83t_@x2Mw zi&qbF6=m^e!TTmX<$IObHUY+F1FaV59cwSk3@Xt3w+>yu0-XhHV~r(jOh=5kO$i$_ z5nVK~kGKgNUk=zuXg-!AC=)j5hZYkyg8H)-p&e1p4y$QDyLItfFM7LN@eca|wGY}i zg*fnz_AaBV&;NbEGS0ipSUb>x{YOeV)LU3Z!zScVH^nDtYQMu%YXb3ILsw91Df&JIUjvk*eXeqH&`)7qb>XtyA{~ZC}CII20&Z7aS^T!Ghtd2aNP$yWtkQhKO zg<*hi(ktz4TTa})EhhhW5lwe=@_M#M)EryF@}O1tG_OJv^K-F0sM$ub{AHby8|{U+ zGvw;^B9ZMsA~3>-Z1E`UKO>rKVi8;l`-cDuqw!mNY|V}+iWa$Bn7>O^!uaFf7Q~jg zFPx4$3J0CoqSm-2VhdW3@3&5DLCrQwY`fa0OKAkQlvG`Q##Sdf>Bm+*TbQpczzLGEZwi9hakA#ThUN_EAxfi;4}q3QDrk9nczK#w zb$9;?YPM05x-^bO!6p_Zf5m%6Ai;Qhk-(LI|1kjZ)2%}`s96QsM(`lQ(HkUSTbiD3 zmpp07bjo$X3+i1&4hL;PC+hX_H0PdvTMigK-u=@@8QICx==PRLs>0yr2_phm0d#B{S32i!h6lX%^_q7>+ydI%aIS+87v2 z@cE|@zty4IGw{vQx`e%?f&wUJ0I%@JdKyCyy|>o#p>m6QbimVM#NK`TJS=$gQhWnK z@sHNq9Lz^VTC73s&){vfoZlxG0c@mEpP?u~UUU4%Zf&4i8-2yy?Ip(`U-2)Uby>E#$F?$Jdb4!HSkUITTy(M1)ES3P}JKo{$Xlb|&@QtOtHs4VA z8M3E0F7Hb=XU~fEeDn29*vGwt}6A_Yk!)m7}+xBS`Js+-qz)marbTHWiNE ziMJJ5FZR)1)I%407qWiP_n}jGoL($Cx=>iO_<)T?a@n!Ok-JZO7W>GtCYCxiJ#7{; zJy>8RcKBA@yY09r*2dju8mklL@NUBD9klx-oOQ{gvjBp7PrC@NGixBZqhr;2r#%S{i%D*gm z??HbLF79YR3%TT0NU<%HDC|lY_@~Sfz#Hq!dPY4B2fSO77wg)o6a6vPtHZm}3!Ihu z19TQZhz~6+A-1?Gk}{uWWA~Ek=UXDxhW4zB>!HAz0>34Qwcor`_{Wx}(7?|1B5eW- zv~v;Z1Q5&~5KPJBO)Fh07G|fSHKwl8#8_8ijWJU~Y5_;R%uE*Z^bPJ6O*L(A)84iE z!9uN7*ZX7d4EMS_LrOssEV;WofkPjVLQ{^~*C}B}Jw|)E^@7^Y-KOks>#YZlY&d4| zc9a#T&FmFF$gJ7ZIDtXAs8-|wz&cT8-Zys)l zFiQ#9B#_iC?|_Y#2HXID9nglmK>U@^H_{KiDLIZ5)nvAiM6h5|rKtMS)LlO`JZ$tl zaRd%7o~q2ddpQ=Bb`r`%Uim};j}O2vl#=1B<@wGY+PJOAN0O9amXh8w%eYx zcd6ZC5ZLaU^FhBtG$UQNjo6pkI~VprzaVPa6~F0G5or<@auOjtA)f!4!L6bC4FX~S zyzYPgoBgIrJ53=)5`N`rvy`6&ac9f|vTu=kp3fG{GMTSA`&8zt|qt_VP^!5EB}W@ z`VcjUbqpmu&*8CS31S9#K|N+^9qu!0`FD!optniU8R#9v|27}fgu;{1zgGf%2>8*w z$lQPgy35&*eM_SIwC;1YMj!B82op@zD%f!{`idDO_ITFF@NNsvTB{lZZo5)t6lB*< z+I!R;j(!k%fL<0?}jW^X>lCvbjNm%JWdMEME zElr{ULLSwo5W=z>4{?xu!Lv_uhyx*WfGYVsr{LM|TDD}5r1ujBYCdNLh6*z zk<$v{7xC0gUI0ykUm;+KrFi=VVTXRkt|jr({bnk|DyT>EBrUa4nk8*8Yte-vezI*@wARbu`U*tv%<7O<$Tu*PN+t`gCm zyJ8iujcB+L)OC zd5sf!N9j<0=22h8biA^1^JvCNNfJKf}!n`H23pa51IS7st$W$qW9wYV}t9q235 z2zAz0ny|K1u$Ro|z6Wuuwj2g=EX6!dSpRqYo%=p6*1rD(`kQsQpq83LbE+K_x25(KE1NtqLDl!}UE=Ms}Q0#(oYJK@IrJD%okMII!{q)rvr= z(hPais3PbXN0#BOo?+z`c%iXzt+55xC)F;+omqP=Y*Y5P^+t-{GxKFL`nfIyktk!7 z_3m1^5&hcCO3{?kqdpHTZ`%HtJMns;)*h-AyB8M=--2q#mNK^D_PLm3^(CNTDo`n@ zB?@CBI0I@5s_}g8AMl*j@mKLxAv$-b3Alfzb)1Wf&WGyL5DCl^4~!e zcs9pU>ElMvR1t|JB{NN~Irz(v<(Mj0)+V+?{xfzKjtmSQ>t%PHv60c;Fb0fBDm1{+ z>0k5IND#T&*vPF!QROCnf-W{q`l-_}HuF=8N?iyIDPu>sqWEqqz6W8|7GMQ^KD$i8 zO!E|2Cb5ZsljxAQBT1#9J8VzxTSVB&s}?OXgBij~#Gy=7p<~VG2Juvb9O)YxV+fP+ zo{Y(ne$p&Q3K0N$a{q}IYiCzd6C;x_d?aDon66glLx3T;<5TozA`K=nLT>#N^Sdvr zCFnqkk#rG)-2Cn{YG?AVD88H`Z^Zm<^F6r-!Pf7ttt=yCkhIJByK^7Jo!jPfAI8Vz zP&xMzd>)&xo$eh@s+#-GMF2i8)_3XK<8=8RU7o-t7L)c#Bf4+uVRGzxb!U`!E+fZ| z^Se_`D87A(#Bi~awG!&bij_){gA5#L*5+EO%r>X(It)CTJ+;$am3SY(xROj5y>qzG z-ZsosG#pAdfwW?+LXf-ajyKqQ^m23t9aj$*d1>2WZ!>Vq=&+PJkS2uZM$Efq6M_-Z zco-L0&1bO$M!dNugx3-%HTi>PVjB*&A)uy3w2cp@5VjJ99nD=9Sa0!-Sib(;GSEVNT-$A=uNndr`7> z4|T9CK+Gq=y|~`?8741F+BScxnPl5LlLc5&la?<`ub+7(f_&>EerDq9IKB(=x<*`(mrEBU@++oncv+P|7t-@sZ4=cu;jO#>Yxd@N zvls+8dUN5dcZz13-_YAT7xp|}>Utg{)?e^r2^2Y-5DpTx|FC$%e1YMv?W6?(I;_Am z%;ETen7;&eOAg16MKs)mJmfkYKS0!@t)iTTEg3~P9OVmg+D+h?yXOau?tKCjP0849 z-QJ)M-mP^I-{H93>zY$%3diy|DsLn?7hP|klEK>2qTmN#6tk0S)dVKFYxQ6NCVfG4 z*5X5e8*K3o4$K=5D1q}m9<4+cQ+o1(K8AsEzw4#7s~wK-o$5Y72EjxZB& zPi*6G?P%Fdm7&a0IBfR;@*hle_Zr;?s#8;DiN0M2V=aB&gme9H$4-#!-aCurp<7Vv z89A$}4YF?HNvpvln~rG?h|YH9)i##BzXfe0zE|LpMXRiEuEprkHE)C?U`t*B?oQi< z{zt?7*b9GnOPjp{JIOxB0U?gPJmgCQUV)9aS76Zb3N(zb%78qma(#MY;Vq7Zb7nIH zw**`lY<|SSeOwKTJ%U0leiob&Y#<&u#rAPA5fn?%66-@rt20)1m%?8VlfqlFvdg(D z52sGyAzM#-t?Wb6%6?|3mAxaD^&l|#_CC$Bet0kV*-p?YpUgSx((kCp@a^6WrD`&I zCpga!35AGOo}v~x3~hANs4-pS(`^yKiJU>UCh$+0qFF9MX)v53Nw=BPaSVZ(ae`o4Jp%H2K{+i; zfjG#0-2!e9zWlH?Oo5?+=349gAqb z31!1IOm3XX`5tgZ;WWI zB^vyj02-vB+cb#8^@u&?vD@F-j$K90wIRs;&AmG0HptfAbFv_(=LJVjOE+?_xN59q z^k1zd(>iwre}1@4GmK;E=Hws?KlCv#IeJtZFW(Vk{nNIO^^&uJ0D6qv=gz`S?^xOJ zzS0(3B!)yTjGm~TutkIkw*?&D* zlU>}aMK(0IssmvY#SdblKRx*qbrHNgrtc^<2OS5)W`rNaj8@zanrUAMOnf|D#=3wU zOmnNZF>J2*LCp1eCu^<)jjK6g;8AdCNdyjJCQ1YjX}0kQ1*sx?1b?=pkd71(q0nUq z86+0$%RTGD8>p}2_@NMq-BiMe#Yb(g^!y;u`(S(N()DvcR`t*9 zrJ^%{bocVG)Qs5Kio3TO>nJWfUo1|qGkQkxeRM7CE@rxltU`pPO-&)s2L_D-tS9s! zmtndkh0}4U>RXBmJ?71HC0i_b3>+-IEZ(Z^aFb&E(s1GPQ?Il~C0D||E!JT=qUk2o z4cAlsZvpEd=V2=zi;W)1v*lyjbagRp38pJ&%6G&h?`ZEN-3>4PB(G>1H^fY$K%?`h z+}Xf#?2{3JmabtWXeOorTd2W1ssq<`AJoB^)5#sujYC(wG}F;@QAbO$!?yXNzIlKFP@?Ux5ukoCsUcG9bTyxsi8Lo>^~#G z(MH&RI{@~7C^~Bq_CXyq5Bu#~U8(`-r&1Xt2~Kl$K+hIMS@N{gIT4?VmQqYf+M2Yb zMX^?27T{~+T74&At^QVY*5X>loYC%fC7e3(C0VQyK2B2mBAds4MPpsI*5sfw>ZMahK_X1W-&cGJ+ySe00 z3!zoxWa5N08F3n-hGUuY$Cmr0vEvq4eYqorwv(3>P~ovqq2cu0)ST znp5_k+s(+4dkL9P*rvfbejZ~=BY0k0UdGuDY2?Ckdt(?B<#cB7xqDI0T`y^625<9c`Q)wt&Fpv!CMawlD0OP9Oo@;c|<-Slma zF0ZG{8|YG_%NyzPCR~PdZ|3V;a77`D-=X_2ho3a}R=#}?U+4LHFJIrr*SGWa9ejN! zt_qUB%YVO%{=Sbc@5bfs+IO zxZa(6guj=TUiDaCskH`rn94 zFI^VB8JDNtgv+D!?aOp|)mw1+ZMv*}D=ufz<-B=Z&Y{Z=l03H2<(>5B+vu|FUAQc! z%U{#MuG4$@&vx+8S)$tcaDcT$HScC zAnSt|t;*|`X zhY3~;oGS@d44g9vLJXX5(l-Xq8wgemoQnun3>>zXGjKK#gcvvv(l-XqYJwF5hmQee z;Bb*t1`g*lGH}>$K)}h-&Q;Al&O^>Up+3Hk4-nv!>f?v%f;yq0EPdO zKCmG8$UTM2Z9we(^SRUDGDbT~)W4Cj`sKUVS|&VG?wg}-l`2Mc&5aflz{;vsOS zpieHoq5KS-DwoNUogc~kpx-5s@TlhL8wFCeoU=|sgS}zauIz^lS}ONv zU~n<>)1}!$|Mfc$_N%k-`ZL9Jxqo28K>vozQSHDTe_wWbwlFrY_{7`A7y&XpEb{rM zEn4)_s#&JVmlNxZ8;UcmtjrdxT$RYvvPWkjfsxc16i}ehq=`~$${5cVXRb*k_KoGp zetwHdt?f90I7RC;6{>Lrg$SiosL~cyLh&|8_sZERDvq?Rh|{g0FPSG$^r>8?fuV{) zU}H0rS-jxUrRX`1A7`yu+5O3Ug^p1x6VrsU?U@nPbj`o`kEF|T0*Af)&xBNu2b;5)CbQmG6pmvXg7b@faIS;5J@FBDXWO`^gi;&Z6+nKfQ$X(a z0r{5=iHjNtCZog+_gTau0~g_nO64t8*LP- zyF0LbD^aekEsHf;->EfP?^~mu*4N12s9Gc46cpvDj$q?{!cr_Tr1{##smxTdz|waT zavuv-$)Y1g!n_pWDt~kpsDtGNDd~Eo2}=%w^wWWmoxOuqPgem0LAUYskZq&c@llUB z>&VzMlP0`CCCb^M`halo<%_7A2&tBGMtg}7vFe$(SKNH5Ng+dnFLpc?{>kG2<$ z9aHq)ZTIOwIxM;ZkT}HV>K5lNW+S`c0XXVe2rfopniIP%fgjPbeB#nBq}j7{E&~4!PzPF?0!~CQ#_N zBbsYM_HG;6IkbN*M0!h#kxz8ua<@)4PEv)a`%q& zk)B!JU|nFsNK@SboF_wZE2#ab zDkFo1;&1?RsAtPsrbHtzs@bbu=YCASo}pN}M{1sGp1W!H(sL)=`ogXnfBk)`J0Ada zM$<>WXM`72)0JuoK~!Zjs$}yiK4UUva6F_-A0ZbP9GB0xkE-uovIzD!{M+jvqi?OlOd$=ZlmpjshOr9H!@<7T zPH>it+M3uZN3pSd%L>lZH;@a18<3dsj}Z&$!;Jc3$v;Ol*Aiar@!^FWxs4akQ5H)- zYy^(TciV>}d;P>1^ChMtK@}?TF6?!%B_mQBLh|Uaa7v2Ro!{@AVu75R|3RE z0>#5QM=OPh_M$V_4Z%9`^R;ecmm#Vdm#K9RTS!fgtN*y5_#qk>8wk8(4h4%is-d;HTmw=VPiUotOpLV&;T7#IAhT2!kU1@&fDG!Q!6!>6LeAe^TUE}( zD~FT5W)Qc7`_9O-+>NTdmk00GrtCEj~hL1fK$T8|XN5TbM4rye$h< zZko5{`iT(Ys6}JnQ(SF4Cgrrm)zF#7)zb00Z7=04la#YKfO2w2F|fOH$8f!EJ~x67 zI@DkkpDmM!9|%4Y(N)s7kWy(?HiC9;$2}XcXJR{6S5zG0Gy5F&ZEyZi*(qYcaoJn? zJPYLXn>s6k?xs`$H`vhJE^zkWjH#*`*=GWJj>=Rv$5U^3VuyMYR;`UeCXRJwS84TW zR#=+rbFaIWxt;1P$g)W*Vt^f+2&nF*U<+k!zyXfdk^uI!K<>)HSdIEpq!ieT%US^n zWEF7Aj*`}}j%444#l}%Q)haDy#{&NMbqfBK81UD(;@V5H<4Fg-%Siy2LU59nO*o0j zU4So{O0r!zSscd`I8Y^9PCD)ZJ)RgXx&%WBvMQ*@wlc?XI0T0j-bAJ?maP27f9a}$ zmL1BOhu7RO0RKyXn8Dy18`Bh8xeUlWV}2kl*a$Az%#jw}4c_lW2WP|+Fb zuMWCY1{$fRCsiOg=8gFiVM*@+*04bQ?|1<*T||p2&AA7ZnHobP#M-{ZHYX(s0HlmQ z`yH+X$2K4<8=4}%;H-ddUZ#V%U`yt(E)cAFBE?}_pl_>U9U+mW|05_Yg~MxbcpuXK zX^52RgyC=wjG}q&iqCDe`9isf(y=A#0IXp;HEot0ZeSTI>8KW);j{-7(t`EpVlAXC zM=_++5{E@LYK!`*@2Iue5j+F(!kur6^Q+1R&vQ?D`Dx8d?$ zInJW|DaN3|pa#62<=+l+$_1f7ktY0e9H6@c#)?4OQK9t;qhW zJ5Bokn$~fA6|g|~XQ5aF2$CRFZQ?b#6)tq=f|vX!!HlE=4WgmT))9+~2YY_1En+8Z zF4|lb+UnR7!b#h!JFb$tGQmb-nH$E7yg8AH8OKCuMn@Utrw*(#ZL^K(Of)Pkq=12XU$+7Reg#xEF!Bw z97l=jOCU%B?x*5R8IKZ7%F|{#JC59Zh@W``5fo4W;}(QYxX@yhB7u68!nMYb=nGLi zTP|=l&PwXI>8%~4SH_8lAlHgnN|3gMAfJ8Ik037*o!JQTe2yIngrKAk`MMmdk3Q*iRIQn_xe# zf)Ye4KK9cF1?2}q$)J-~PEiFV;H3EgrKi`R+(Do6HRt=&MGiHeik?#~W^TB7HNs9S%)JOH9>b{$M$OJr< znl)xpI8+B11z*Z7lxJQh2Wl!WRL%5cF$+gauPRQ<;ka2iQHnEgzG4;o5@e&WR=Ni< zF{KI@3w-SM`#7sUJO0@1?_SF;a*spEtJ*?$Et|SeWluYYC>4_*3-HLb2zIB`e8GK{r`m`LK|{J&%s*6;i!us2(ayVqI(UKBLHvmID;YIV7aYlSCOm(XBjuQtdyvk} zrait1{+doz@Hfnb#9?(TyCASBiCDYDKqc6Hh!xLNxId!FmXPbG0mvoCZzGps)Ps~@ zL$VPGgqGM)(1@=W;As)}f;wm(_jX!)cv1ya;4kuJBq^G0-MV5SKf7+7ZJ|eSi>jr~ zCTB;2rAHybdN8rMZEi*YNv=psIP|js94d>>Y#dsNiE~_uBpCUy99feDGbj3&O)k)6 zm#bB7V5$$S5LK>fO9?-u#X#K>l=iOnPW2HCLh0u5*LAfIg&UZ)j?MLr)(^FJ#;#{A z{*2G{1U=gHDOM#4r(5EGL1Ua20BMo`1$ChFzeZ*do@*4i&HF^k){XCn&qo4g=j`t< zwsVyH0YZE-Eb!yNK2J0pqJS(Td%P$kyOEo#%F3RHR~vzNJRzs4vZ(@>{9|wo^{##1 zepm38XQ9OIi~uMp!d3>me*~#5fH{Bh%}^aV_UX}>wB1td6L+VX^S`Wh9N(P(E;i>! zp>2XK_o0}n?Dcj7l6Vqqln;NEP4VGB3zV;&(jyi7$$!vlu*qDmRVcIXjLF=^%kOLG z5hhi&WHOg?RRp2qWyoICUX%IR(qz7DVNK>iV9@tT9SpUL$l9B#-R$|>2 z&X0%NUF#XSgDj@Hk=r-K9!JSRP1aJ2<7 zOy8Hh(1EH_yUu-w-#X~)IDV+yrQ2 z;Y1j*ot}dc(INlj2CI2S<~yI_U?=7$RkLdZjHRL+Y__le#tP1Y7}r89Bj0=YVyXHr z0r2Hk&36PY?u!_D*lrYIw|5WF8~nB(7v<<}g9cYfcHD0ZfFA+?a!hjVbY2_7{pFha zg8)#M7|%a|yg*_yL{U>I)O9G8FOh2){D_#-M0*$2ozv!kMXfuhtp^e5NhwcMT`NVT zi#0Bz@YFQ9A}#TP*T+;-*?OaHt}pjfE7(ONhecc3-^s^(#4+&Fdgn8J4t)>tMjCOwR~aqs~|A=_6F@# zh1w?%g6Si~1I0_GNHk<~Mats-l$cPUun$U4n9NQfm6aYSKvI0icH|KBqGlhRO-9GW zSuBwAb;0&fn+*~rUSnS*1lkJ8lPH`;n~XQZrO!AxSw#ei<;*+P_3J*#y$KuAf7MDlYo4>6ONB zOZu18r!9fqQF9OBs8OL2t{fXQP=(zg&DK_tERND>#X{UV+miQrz~WF<04)t{1=Av_ zAMtNsR(4hZu@A-C6cgz+W{TB(2G44;aTD(gh%fp`TTK%##K(^KQA0uq(CDZv93i!~ zAPYxG*pkJE%fbskFty}LQaK+hz5udt=?;4rSuId3R5WZ&7Uu3WPIQ*maVWaw^lHhj z#Jeq27RE1vl9JRLle!#B=!82X3%hV%r%gYM)3+oG%eg8H)8QV%V%sYVUnpha6$>j1 z2Z6!I?Q}!zH}~V5))qP}n}uA6rzu+yRl+Tul2EM_VQW&Y852cgEQK=@sLU~( z2__Z8p%Z~2HFI4Y)INd?K4JD5H>8m6>$B^SS;sOM!*7CsQ~ZJO>Qu?us;t^H2Rkue zNrd|a&P(w)*f3lFjW?W15EU#ZYV09I7f)Qe<0A{Rc^4GIpw#1rz71r_Qh#4<4B~GU znxWDtyQh#801IiQNEMLE6}C~?(HqtysZ0(r(DW3yVg-5FJ#0pca)Vyz&b^y(0eHFq zoA6t|WN*U91!08lNv&Tc+>~3h?XVrGe z(D4G!!8VQ{rbM8H>{!76i|s`p*VyoZ0QB*}zjb57;RHfrZGnPC7OIGsrNu(2n+daL z^V%U}jUCp_)J~`68k>zub_&P-x?!eS)WI9-hCQ1EW);{PDE+u^1V}*iBmJ{Sq&}0z zX2?=>pRy+O_*QQ-Wz_buq$Gbc>y=Dq$yVc890094a)&L%sb^t>mGrvyzX`lw z0BP@$iAlP-j_Ju1V;^cShEA@$Y9E8idIP zEt#I=TotA1_!qLPw^!DEzLa%WEv&2?1O|QY)4@<%<47GUf>e1rlN9%e5K@%Orm#mn z*!5EPrHEk3dZD91F^j$k&Q64mes%}gqsFg%9mfwHJ#Tw)YPwj3(aechbgD=wIVfJ1ms-i$#jX@n4SezQe?oXaDrSHJP!sP(rY^VAl zeTm;h1qYHlkt>WRO&AgL{J1(Wjfz#fZa_#8Rz+^AVV&uR{8TJiMoSi7`LIv4q=VMu zg=Y`$Wz7v%sz@&pAdw0|u(`1Q8{1k3M+XL(bB;{hMgDzTn_9z4Lmj{il#K#_&Sn}4 zpM30|7%02)3>kp&S{v9n%qpV}Q-j+S@x%cbL}EHA;75w%<5|QU=3y{TS4od&Y(3U9 zS*c8yhx+?*yWFP^k?Jd!Ci*w_bCq@z%(35YccfgIs+9XCD^qzl-Q5>zeQFKQGQ)3d z0%j5;$D+vQ&Q)@WE(`{@l&``b5~!Dp=r&Bk2(mup?!gdimp8fG^H#a`d(nszx_ z?3_wX&=xt1EtB$1W{RcbG=J=^bWBe%XQsIbl7b9E$h>fwE}~Es7c?UG8h`{dWFM8# zFTsZg=z)#HScFO(=0vfSy%iB@{K8m@3`#2AI$JW#!UQV!v-uLI$&|8b_zBB&WQJ|x ztg=fIwk5J3!6Zcz&Ljp){=_1VBSNss6wLv=6wRr{;$c|l38gA2{6=wcg>=4(v&oq2 z`nx4*g3MP%R2Sxv_HthY8oL%$I#0${lpIE1@N*Uoh+7Dduh5uO_vZLGK!!5J1)RTO zh0-{p0&n5Z!d+YL4#Hhf-|q^7kiu0H{K&QTEr~;YZLs#4ix(|gW9-Qi)d5%i7(C=7 z5vEQ~jPg-#LXi{Iu-&i$Cu(fQ^PA& zA)LeO;R524E@itU^P!ua@9Ay8>dm=z)s}z}@J-(k_Tq%55(gsieqasbS~D%j&=)-h zv~3SU!I!2S+~FP^zoXch)z>ggdN_}Fib~Qk#|-GpZ({8_R4`AV%pld?qIKyrwojUf zuOQje1sxsbMa-9)6kFZlXVK2P-p`_4q0%X|Q|wv^d7l8cUH}{QxvQ30Qsu|Q_7G~S zY|Tc^-Dx(T4{IIAw^4sKE=x+pelRAVO~l|$v7QmEruOSFAt7^op4OJt61noB=+zlZ zxQpeV(~vDp@M*~sF6XM~S;z7a#j?GYa6?+c6ANnz4+2A7t?ap^m5n1}1Lb{6kSwSG ztm}uD3F~ZRqJtw5Flp&jM~XOvFIAy~(Mpg^GGru*XGwyL0G+A~v#K&9t+885x-H=# z!W-<9M3E#_EM|-eXgX9Dw^Yp|M3Xf>tLi6}W%ka24`Z3io*?~_6ejwQ+||koRz~Kn zYnCMoEN3!N)dQs9!kAVZcftlN!_k#3z)2dA{#{UoR1I>v0qHy&Fdh&~HWv7V;0r&A z=rD{V!%asw#4#PkSzo^`scQrFM{UEB&8TzlS>!E23Ng=P~C+x2-Tc)>>^5Ps#|q{O=VD!~ga_X!E}# z0%tnJ|F}Di{~eCkap(EprIP=hagzC85UhN(rjR zgm~(QLs^N(lHC+P+ZJQ`%`#D|mnOhGDRUVkEZ`~9A@GDrQ9?oenOU@ea1Sr@Rt-@Y z$&h6qpQ3XNFrxAl7_;3tM$!x2MSDc+-)q;#A@Hgh?HR{4)RWU|IV@N3mYRiqQ?TVZ zf$1%?<)9i2V_&rC`L*aQz?t|gf^-}~SYO!IIu%Og=Is&46C83>|BV6>-onv&(-Tsb zDVk4tOwDymODv;}1LOvBQ5Ey8Dd1*POn%}NV828 z&XBvIr#IFgh!s}H^xkSOG*uJ{jxMu;NRrCsn&cpoq!mP>$FRQ0daYjYNxdl6pa>8d zClfH{^X%xcq$gxlAEEP*yN8w$ihJJjMT?Hj=Puw6OQ65W2|)^q_w>cKb|R>@^kYAM z_&Sas8+7_jlUdj`DQiXxrWL;k-2ZL_M{Pn&a-)3ic>Z!9?te>k=HHlW|FpAUX_*LT zfu3nkht9^KqqIrsgw#_qr%8CqK=%wgY8>%6`6AhFA?q1wvs6jJbnAp*v+b9{Z$;i0 zY``eCif+vU_hbjskZxQoO~D3iAhe1?d8exRN_HBs=F}tv)>N`MYmHKTaK?8wEjxl} z=}1nBasT>GQ{dLm#B#SR>bV;DYvSNme7ZT8_R&$swow$(L`driTadMk_e<#sxrMFx zIBYa4!BBGZ58y&vewb}G!@z4jL39~6Za1osz`7?Oc6LOgO;DqoBKp>?erl96ur1>& zYzT;f$!Fzk_1z^#;Ihjmf(Eu!Kp}ulTt&+PFA^xN4D~0CBFb#n5-bDsZq+h|c?)bn z)juw4HjdVs5-{o(!K9LE%Sot1)^V5}3_V zRaw#P&ODKI_YR8}ZEwSfBrCf%0&#t;Y$;7fax!&G(88XGCYzuImytd4WT2&verO7!NZR7|IOVLjfEtJqRYUQT%@rrA8F z?0+yOr~K@vZBF@W4X$BS+|r>y+?~s;xg_Q*wT|O2TVfzFnAn)ul-R6oVBQ}DroNl{ z;w?gsB-9honFuHs>c6W^J`CzDML@~9s*O>HdI+7iHv($CbUvKfp!1<7e66WQeXT)Y z@NpAeKKLRuR(KA|P(+bblE=X(w88TZ&P)O2Y&azZ@+VcB8(^P+GWIJTVb>rbSqnKI zkQv~7P&G`{86j{IsQgi-Wx`!+3k}lp1&z5vDl?K%xV&>cNyAD5QDZHm1fK6Kkj+ia zP40W26$l(>*RB7?tt0`R9OyMLIiC&~b5s9H1jNF~KPcMDl7C&%=_}vxi%t^Qw&;XS zJqSAltCVlbg$-dAfdLsl_j=GUbu!dDsGS30hRnv_XJcb9+}Br_f2TAV7+OiMGAb+|79zjab_dWotG?Oi3MD@5`{A1&;k`14BIcE8y}NZoaXZks+9_Cw>`ME6I*Pl zR7LGodgi!UDwursIw2$7p~m29-&I8-I}mzLYD@(|Fy# z7st4tUX*GujqL~b?@4Z_O`m_FwpEE*2hlC9{sT{kSrsD zmRQ{{;y^{WRIbZHv)*87)?{7s>eN}QzMDb1w5G;2@}io*(rvb5`pxUkv8{~1B4EVZ zQ|~$m#-JbULd?Q8Hx$%~Z`SE5bZDSsGxVOx;#v+-LAo?cdF%Fek)Q2LY_-oxaF`Ll zfPGt@j$rYmP0fr-@`(KrnC3Gr#x;ArJfhJi(ASla7x(&iYB>X2LS7di>J0!SFg#xl zKnmK5%^G#rRZxFagDvsIAn^IbNuB!pywsm1n;PQP;&OmSU-oi=TNj24EF+u>ybrfv)jDd~g@2(!Tp+Z7JIo5Hr0Ex1BTPwtav$r45v zM|UG(TJK>2=+B6`OU~HHK2Tdu;T^ofyKmO9%{ocSV@Heo_E1z;5x^2ddL3 z_yL&;$K$E9IMS%DWtuoSHjUVCGEYGLQ?<)c4X0$zP(V0qlVrT0YQ->R&^;^fC4)mj z(_DeaEc0VUk_sTr>#xGJo3559svN596@8l#yHG;SX%_dqgWT3-ieV_={2%J`p2H0xc>>ut1AX z2(-TX&1>x!NfhP`*iccpo?aFtzWC($PAEp(p7fKpujBX%#MWrZUMdiSL&kM~B2v;vgnGpz8}+c!oVlIsP}(bLA~12ig^O2-#B?A zWrBP#@@X|FY7dQ$jwWmdK~;%k^O+;ZBDf5gjAB1m8J2Y?gwc49FO!UDU~NKj9E{XP zXMbUbl?RIXD&;)dkEq?py)AJ5U)qcFZ1HtBV8+us-e9l6H_#a{T}P-7K0Tl=;rVnK zw3qCjY=!J{u{r)-+Jc9u1GSZzQgND2@rLRi5fA$)<%0##u+9$&&jPa0FS5-5$-(3} z^jSLa3Hof((r0yt>BaWr29zLrUekZ;nF@l`7oW!dzO#h5I60L2=`zlDKOGX;ZSy_3 zGx3S^_p{YU1aLlzmXyTz)<^uCjIZPPrh?s#m7F9ySrrV{B0lEp2bx|#7R6bM-b6>}I-Mt(E>?PDi#r6vYrmM?} z(DmHC1h-KSuhK*eIhqX=zLP94)-YgcJ&dG~2kkF6q?M8JmR&^MG#}?H*33Qm|H9 zcFCm73Cn^8vJ2KPDHGdDZA?*pA!wq#hKWP+3@bQKk+~vXumun^RV0MVu80N^C&g#@ zf%1_h)@SzNPzco%vk86|xf>g;S}zcyX@6yzna%`;JgvGkM!Pq5qiD=QlA#N?pn@6y zD5iiNl@kJSW}#VfbK%gDJvE^?M{tshx3V;D9du}I-)mi6L{f`#R9MS#DfLQ120CA)(HBLeC<~etJ#w3z2x`WV_@;A-j5P;Xq<^= zVGHgD93*ca-8TR;UIJa=ii9%1@w`yZ(m>yu%9T5FFV?^^9jb9{l&xKKvKGluWi`T? zr5tA@{IprumVnPneT44_Cf0YdCaxE;ikz9mCB+fx1-oAGl`ZTgEdY2KtUf)O%4gjZ zK)&H*0XgBYfWG+C43TT1jBc(5AH^W3oy%cy?~E z(2}&RI=;|Ilm)i3gkZGgw^;n(w|YE6L_KFmkSWsVbLfP#Bgn z@3+fBp_~ok7;WP3rNk=MW7L^LDZBit9V|&XBnXsLC!`Bh*Q%Iwq5}cX4~Z#Ccs8Mv zxO{!_=lqPME>$>tU7~8U>l;wT-_nkn(d8z-R&~-Qdlo0Z1v~V(CKlVdn|n z3>F|_#2C2L5;U;7)N+7pr~seMRC%@+UY7zF;3?0bJ`&JeRW4&XfxN=UpAoXN&ru!n zLCKpoYf?Tkjs0|_2eH&&Z|_pO5M2?l)O8`+16~16W3y@N;J6IMyHnOHRo({(hjjj+ zVawwYbMi$|UK*!ENnPc!wn=+?A2Ta6CM>1{ zoX9Y^!7(~1w%)}1Vr9?#{kB?*Tmm{hU}Y1cvv4n7L|j!BfK_o-K^?5nI*7jxJzLAi znM~QXjNP8aD!wDuLj!;O*96or72|B9*mOn!)Gra8wFvc~4q`*S#~1$6e`Be53yRYj zC>v1WQ>2Mi@)|g2TjNf)q}D?_a-iY2#UflO;L^rLI5S`ot`MDpsqGHo5DoB-Lpzl_ zM4>8+uPBX>#?H-Q$p*^vZAW4|irykkog$CRmlzaQ#LrVu5kQ?T@+%g%>4RrgZWbNt zLoCET0h=~1#909gu}5^)2sPaMx#jSI;omX)ylj^l1@*L3>nT1nx`m`59z=j?#xNsG=JS)PDZ3F@HvRT&CemC5YHq_!+{ zD{@_0X-KThZ30+rT$ytMR_0dGS&J(Z)PcS-jo4#ycT$Gkht75mE4jOZy(7ss5KNO&C<2s%ju#TS+owc}*K^^Gp*a&IYR+?Bf3N@S0eGj@_ zZ8^&JjAu{GLx1~s`unuC_SXLc{28u?_%uab?OVNW-F|fdGL@k!*E0z`DxfBp$Y&Bb zQ?x9_Iqf%r2Valqq$MT)`~WLJC0@q4SP;f zL^z|%zsXkb(O|3-4spk3+Ai5AsO8b@I0BkRsRk83iK*Z_4zxlr6DmeAwvaIzHYV1a zkQ0q$tx}e%Nhux5t2ePG#ibE=gK!v&73aQOO+}iLe-wcRzQB~Y$MO9#qR}RB%Z)3) zFaWpY3@qHL?NNcJ?OCb@Kqg}edQ>oh9HK_h{KisRn+CekgE1Co$0h004MFecKhjpy zPcv(>xVM!lE+rz7lT^3FG+%V`r@34avIKu53h1ked6gYMwzB-GTVkqLocyWoXb+zf z(~5#rBip;LdSMXr@bUjcrwdc=;Uh2t_>!}#AXbv-My*f{H^&mbMU)rJRMWPb5mo=} zAdl2o5v64kH_+YilDX0l$3kFfwLnP4aGSd^!AgJ41&DyA+7dmyxQw~Nj0N>v2 zWPpiCMdz*{!J`okx3qs>@PyybPqVOh?e$JXS$#rk02YCpawPQljbuZl+Vpsoj6lP& z0}jv8slI`>^}S@dqGB7x)NW$m6s!KqleOwMb%>e8hgwVfN)S@tsE}H(u`#hgoK>#& zg7vDe+=A_2H76wlT^&6a z-GXW9o7QELbI)?dw#rn&c1saNd}bG-j}TkI$uAU$r1`m;ZA1|B$Jv$IaTCxq0n|v1e8y0N|LgJEJU))!D){F zlk!6$w|sgNJm|$K*xB%Qg@WQ3`E7F>PWdQhEAY7DXV8SLgO!gXT(r!G?Qy_d-b~>j zybP5(9Z!||0#vBZ=}>5SCl1HVrt;ZaO=M`oHVDX+6OI>xjtFCOpqUwQjE|^Gz^AGv ztdeG3aVQ^U>#b4-NZ7Q)3fwkT0mn5)%+MOH>PXt}2#*dUBF#`K)Lr#hOxIdf6_Ohv z2q1=vjHS$#oT*#qYVt$Q%`Fbu8|!g0n$^N~N-nn(PSt?C5f+X|p3J-8ZN#JaO{A!L z=di`nzb(zzt!Wvw0(4{>H$p`(IfkRBt8qTo1#6S#aq2a??5}-TENYeyH}H(`s;~iC z{Rc2^rzQKe1J7{jah+e|d7;?<7b4<3!ErUW1fJNq-P>a8exkiwcTgJawo#h_eFvQd zNH6!F`aDMp{7;7gi&g$bdso?&gRZ5u)e<$VRo0}R!%r<_MUk0`ho3yl zwXtdans9BwL!KoEmL&+)N%T`9!L#I0E^A`sudfheSr3(Jvf`7il)#E@&Dx=fA|W<_ zxYjJUW~)@KJUe27GAKv_icD(W#Och+os(o*fB`GX*|vJ+)=M3K7t%C|U@Rw){g%qn zt(Vdqlwhf67VE&Nt+Kl=`%FIDC>Fwe^@r1o2a}k10(3PNZ%=#oyex%|2n^{ z;_EnmHg#e*f=;H3(5jr{VwCaU`-70eUJN964`E^?8D^LaHx;?%rpu0f!auXiL}!q? z+YlnZ>yQ;vqq(I~2nb%;Je?*2j6@O55>@R%SkG9#m_AMpQLe=ajSm=CTx^$d`3C|_;T!)jk30_4PX-pCA*Oz(y6zh49K84?GgZN z3S-?U-=Gez*E)zF;lCDYy*h|I1-nrSCaU6i1zBE@F34(Crj!_pEGs)`rzo|7_XON; z5hImwZvvNGb;=CDrLyR(MYsob&^+9CGe1xPbr9k#;`Y%!*g^p|J~ID+Q&=a)gBh$_ z2QIO0ol$|I##tH5M<2it-Y5Veq3&Y{@j`s=jcBrog>;$1M8HDI@!L#c6N$f#LQZ;K zWy2a^^kniSfVt2_YJ5lF_lMdG7T2E>A1uo)tPtahnrKV>E@)h@7eHu{?t(gKp6?MZ#J`8_ z4JoSqOZ8H)UPc;qIFYp|_t&6(b@5g$MtJ3?!j%%=t{OK${hWwKn^vpN9smq5Rp0i+-^n@m43sn z`S}ODRM^;>)|QtM2bD%t*N3TuVubgaLrZeatkiIPs`1yj}!P9&du`mR=)lg{jfOq+w`$4 zcbocnCI9p)zTS@O-MLren!AH8uc6DGba^dZ?xM@i4Jo-S{oON}mXq|2Ld z8P2_#uW!K>X=cAe_g@YNY3{9j`yRf|^Yvc7zKySM=j%K8`c7OGB!8Fxei!|HA6?#! z%iX#6;EFlF7ax1i>CU|mpToKL1&>z`53;<!NtHm|QY=mxXkQAZQ}2ud ze_z2=`PUeLO90ie+G=-_(5DgPM59^OMKf>?eSn5WfOv#p#lX3UAjH6Vl)f== z`sfh`PCvnlfip+n7&zY|STS&x5`-8yKca68ocjq@44hBWHwF$L6v@Eh!leuxw)PWn zaS0j%-80?ThitHyu?lzmgkjQ5F7q|DfajO=&=_I3>`=K2omfamj0(G}*S z$5p@RMurWi(r+E((u=0C&78;<3IJrUp(dqie{o+Dv;L?UO3Sl$)W5xh)kbH1xCgms zJFQxkss1%y` zeO(mJMzxNdrMFB;fA?z!H)&A)qX;C;{oCqb?wWgC{!lwVXe}gT2!2Em%%4Y$C4^0& zN*;!i`~97+f+9Jor40O%o?-^^|N1-0G5a8o?QU?uke&jAtutf44Q}Rp(;NG^)Lud;~9- z4Q!6H%r38k?WpUe@cpsdKZt@|F2;*xkZnu8rR$B2xY`1yQI}i4e-8yj6Hl>t6nrV= z>{J%f)MWVNaB2D#MUBlF!%q6?rTA&YWphY1;(1ZyAY&Xs@o%DU#5J2`51;VfMx}H( zbouZn#fZQpP}7u4DoBG)|aL`a9_aVP4=6rT|4t^m&<&KILlJ^f}lBdWnUQ&9;#={WGXbns3== za%DMWrt$7tHdQ8jCObZkRB=Smrzca>IDD||R3%R%YrRB!x4YB#8C&7MF3qG$8Q+!w~J2Y)x1h@*$vHGn*N9$Hf-`dD)hvo0fzV|FC^@6JIr6 z0S_Zo8ZG+3xhrP$GXF9=8+!;YMR5XGIo@_3gGb>E%f1IhSFlE2T%Jb$@QIOJb$S+5 zOeaB)pyI1}qOVZQz%*Gq>xOJ5V-~iX`TQ{M%-=H~WNpcv4k=YT<-T?SHGaK^VYtuCA!D^=91nVH|csFtW?E9jakyx4kzZ;h0mBiC9I zO776i`w)&6R1CBoi|`jEE3gSZJr;5P0reBo#@`Ze)`fmhObjX^Gb3c z(!a*fz^oQ*t#`Zk+rD&Lp5A?wvgUf$SQ&oSvjz)vtDZH67)DU(R~xW|OEtj1j5EL{{Ay~5QGT^QK+l1GwZ9;C8RA#_ zAb!g|K$rK>^DyjkIoMOxq7H9 z?U0@D=nMvWbe^E4WzCYlLE4Tlwkqe1M#uI|A+(TV|x@bvgwRg3rXcjEA{j-gJON@IC+@RFGI+3lURtF+r5od#z8sO^@3+X9j1hS#41MUE>6lFUgq6lFVA z_7!!^HN;yAcw{}FeIn|Z2V=a1b7XF0za9scvfqXdlOrQ5jwON@M;+Kyh66{Ht0vD4 zJUv_z!}i`l+3$uGflusaBP`hyiqljgu!<5Bd@7o<%ffP7o+66_Wq@g?Kz;QTpCYOu zHZ@6sQx|m#r);M|132}IgQyRT#fKYWn(6|xrH+eNC=Vd&nowdBGB*oUCIo8^a}k+* zOdM6Cq=Cb69cAKU>i)~1o-hP?xr%gqzV;O|FYZXS}uH- zs%e5=($LP>i^yZtnZq*}4gxpVcM3Ocb8`f4#^1FZvx<=IoV#L1SG9LWeq)O}qZf;= zun&)8Ba3T2$>nL+3(|da)AS3AN;l&hTS!*Bri;xZ`7H7w*rIWPd;78xIJQPOF^qqD zuKUyFWC*ddDcH=B`z_UQ?f^~U5M6G<#mwD?`)tw3y%OJsbFab`Avd?7B3Yh&LF{qYd=IY}1cK1cR4Jo7` zS5+`l#CTrJ_3NFQ>!nuwZ1`ODt-ZFo2!v14+>&Jr;cX8}P_~f5e|pDYc)0IG3mtae zkUKIa4Tng=<+vcB+4XL4d(R3TZ4f#blFt;OV_>sn>x*&2D|GxfD75`T2Z6XvLdRKu z7-N7<2pwvOQ9{R4m_(q^aVCZoEOg|4Kn(8*f@w}k8hmH2Y-P;wPdVC_$_tW^a?Uv+ zN~yLHI_W3M#(bj|`+!sa=#*U*K969kbd?Lu&cJwvU@HRw7ikz%VYx!Yl?hLHpZ5MS zfpVK-tZ1NS$6Fn5Yy-3cjRia}%fqOfpWnT>wp7J0uLW!*d$k

+u6M9+u6cL>)Vu z=ZW&6#E9Va+k@H!k@f@OEZqrfj;8!aqk+}K2) z5>@Yrz#1Q_4%n#L@OTvxH1WPz?$<{Qws911Vl+PVzrct75}^JPk`1AuzxjG-cz7Pc zA={u7}64#o&Q*6)|e$zl2*9zOs^ukVnhqiWtfY zowb=Jwpf_xbzX)K%?dt7Q|z}w8{n@~%4T%U0hqOr-_#*&89CWSG=8EfLOIQZr0AUVWb!hk_j$yUl{ zejK9)&2ddL^70|EiJqh?a}$#^V{*DdvoEKi-?6I=2bkgnI`RrybF_|Aa648`Xn>Os z8Q@2iSCJcrPdJkuqhqOyMS@K+?`$JX35VZiuM(d`M~m_7I-MfxBsk7{+r)8v8_aWj zjH4c9*FMO8WILMya<^G7bmM#ndv5DRh#z5(0?q;KC060qT*)LhK3yw&n zp3hd)ah-hrV#*jt+6o6onC$<~j%D+RqadP%u?)w4RFTihnQ3E`NFx!w_Thj*1Lse{ zVT*Nts8j3yyvEo4JqRDM>%`GYGvn(8djiXFumNUDswP!7rc#AjRXLNHDtS?1vYZ0v zM@dJPY&ok?;dOkqM>?^AuSVwL}-Q>*-f z`l}p2E+Da=Hf=m6WM>`MDz5M2c*YjVuhswdKY?`g>-aIQRz5>xTYZyxXE1H!;N_=sdkWr zmO}@xOI|^;4FK0DS|GH=E)X%!=Zzj2mPx2-%(*vs5kEKT&MQxFmR&FSh`{}r41rzfu1)K@uC z>8AV=xN@+LTMXG=AO0jed=Ea?qLWmnXKh~w!GjsIXKjLB8Bt{#=!{*}Mjr&kOi%YZ z6s|pRaO?hq#=h%}gE#CjZrs0b*N*K6jq48`+%ddu$NuY$9ozQp+ihI8f9vq>9m59> z?$|kerLk{+FF(C^-?cmT57SF~ci`i6GJcsxzMslnVfN8n8>gNSJT}~B{3Y=O&Z_K}`k*e^M4hpC-TBy?oM5FFH~vE>a+5x;nG z?D>Dx0*>XLqE(B7UC5wg?0OEmb4~3X!Y(^q&&96uwQj>f8Vc*sAM{12bbIBuE030r z7U;iXi4+pk*o$4bgd#==zo&C0s%86uu~}np3YzLoMVu2^L5;F>DK%a(daf^KX0nB~ z#sS#r^X9DmIDH!1_YGrTK6s#8uJ*|pf)LeSOb} zx<;_>G7KiP>%iFC+N!DSl*!q{^GL-7S@px#2Je!WvKgZ{Ha5}V-UOez06_3|ug$| zF4DXqUniCBX@|#Hi>!XL^wPMow=UE2nY-dE#Aofr7KWlMRILN*o#YPskAiMz1Xi`I zV!4X({y+Cf985VC(N%zA{DPxn#?b?;>K;{fVTggQhof?$Ag2`hq?q4pMW-##&-I5L zYR7~!IKWC%*jsH(K(%E5XDfK|G9 z-yebQJ{NDoT@lHIygvwP`bb3cjhL-e+<{{ys)Gf#sNzN<9QF~PoVXo{@Z3=R5z~?{ zOIE6HlMVTF{o|~=RlMycI*tj201Kv~CFYl0@|4*HC^n2x@e&zQ$!BmF0SH8ya1xMx zRVCBnd^4tFi&IcJQxGckMRC+dWd`wFP9ZeeibHU0=c%2lgA}X!*)}1oB}%#*6t!DNz`b71QK0N$=hMwJNw~tORddmNr%LIJ>TTEGBt) z$O=!Z6&)RY06!dSM1pwpCby;(p!CslVQ);2Y3 zjHggsb(R1PTZ8Sso+^T+p;9_k0jOrnlO#A$#y{db5N%Q&L*3fG5egfj@rBD<1!bV<;&fUGqzKvmMkb0Y@Q1QIx>8SWkR zA%UE;jRdD@t1O?AkZDO8^be@+D(^%*2r;Pc{X4Edv}fynW5?ke_wP7xVCTN!Zi{Q# zK^>l;4NLYjMjUJy(U76G)oK_E<8K;kRKIb#iW?$U(Z}6ZIpdP3b7lmZToKVh6KLY{ ziZLIW$hm}}iF~S!XyPAGJv2GI83~YC;9RjX!kKsk2uY)ze*)zmGqV_fJD?!2@>$@v8MtB_y0N`v?J8**A6eI< zqT0Jy!6AN%b2xxWypgKlUq*V4VDkP=wy-XjJRBS?cM&Rcu^)UY#Vd`2LxAuUoQyy| zqdYq`M(G3PDh~P}yhk82tarT>zc-b_C&$we@gh?DxO-Nt(!bx^%t&#PLeN<0P=&US zR;=+WI<>~*jj!>~*R9(JzESdtO*89BWJ+ws;#fbMCu~g^oCYiuT!sTDow#;L zwWkPsjGhrN=pY`90DKyTgMUg7Dj8ftidn0+{cEydK4O7UtZ?8Z-W_9RvIyCRogf^kU8H;( zh(neir56^93FNV`(sVcIypJ^N!nkMMy6p&W$7wjICT<&g z$ZQRRrpM&HZk^4El;u+6b{~nDk&oM58mB|MJGDCTUJ*e4y@(;T#QzFDAj{cX6ki`g zl1;QkT>dfDUHCyuTUE!vDgQ;UF>(;pWhRkJHbP!ZPKkg)PpLNcnpno`3j$k^Ed28k ztKipRozCr^)atKt?~5h=yNJe{SYlUyo%SuUoQKWS&kcZ)7@>Sk?s+XOxPOFo7yNQ- zxvWC5YQ>S^M=6O2H-ml)s%JK8qX8uk_^cf38)!!2!gnH;D+Cv41VOmK_XVV%jA*NK&pK9aM`v+8a>0fk!Q%Mc8Z=%mY+#qE2k*%EDMr&T|PUnm1ioei~rq-4WpTk?#ttW4Xqwioq+}AJKG6D|?G?W#ugFl|9D?AHiJY zOKn_e|M==I^yUWm??}-IChg{#`1KJ>6@Ue*e~ASvtWino-WSnuOE_@ChXZmBHV)_v zTt3ytMfVS=?xG*x1``U!0&+MS;@xocE{wFCPw&xb$ef|lQ;Qs~P|C6<lXn_wG z)@al?Kn57s3FujCHSe$nC3{VErf2Yhz`h09O|%y!Ts`SlA4=3+fj;t8k9k*t)3sTv zgvWiF5-_2ef{&D|c{i9&0kP4S1r(~Cg2HdtheBvxL+B4$!o%Uu!Htr|`BI2TD4B@_ zicNqeAX=4^6GsMmC_-WF5TC)m#yEsfD^l}0XvMV@7EzS~Ir4xoi>Lgs()W?PXL5ET z%*H(>#|4HEAZj*YHM^^rRW3iP8Q2HZ>s-1br3QqX^b)_qBQ!I10%f<+-Iqff?Aa+> z&6aSkG*UIZk0yNc8*KCZU=Te?a}zB5*;OUQ2MqhqR8vGZwY& zxMq6O56K-yGK(+kkU|54(hXI%p`C2#Bp4cdIAsBGh3ZQ}Y!(aErx2RHNDxXObyw7DuatK&+D*|EL+Zn@-lOFP8x z0w=t{9M2N*+QRYTwB_Y^KLb*Ae#hQ*#}zim`*BPxZi(Y@cN)k053S>8IbKO~mY@A6 zHpi3jTVRgo;>sB`pbn=XE7YumD+|K$R!EMwtWz9MF0NwnI>*x|TssSvBX7p9o{H@M zJ-RBtKV7$lbmViO@Tc-c1lzDV>*$!29{fLxjs9wZWztF)w#Nn?4PeE)J1NP#-Z}!N zr(xEWqB9r{wZh-ETdzZ;sAXK>*^ps~j>toOAA}Pj28~@XIKFaWByKu${u!+@iJhZ#!16D_l-Zty*Yd4(51ZAHRVmcW%lI9pV!Mf$c8$4Q5%Y?Hci-n0>yz%j+0ucfBoOdF#%8 z_BXw?7%6R&lpBlkC|!@jxJ9NXyvtKIO)85Z6Kx9dgMeFVd^~$XB|U>mRaIXUy`MGA zRGD+HP+|xX)#I}c?I~;TNgRh*om)G#I`4?HI&H8sY*K4Sb<>2EcV<0s82LE1DOA}S z)We#2p}8g$7}e(bCO~lkWbFIzvSsWyh-C{E-&(UOaCh47cDL4Xd>Q+dN4jVEC;_Ys zR;3#edBkSu>s}lxslNTD_lX1WNvYchCvm8(^}SNmzldhVAIMiM&C=t?G;_nr9*m&D z4-rh+4j~~Px~!eCL%7)W0d0}PcHx%n5OS`Hj&$q_*&W+!hgc=0^5vb9%7Z4X?^pVS zYiG?QS?*2Jrjs0V4(YTD1oX; z_(oJ(#aFGhK8jddpQRLR`}g<%wNlZdA8WO!)W@&C?^^rpv(MV++;g8ZNowZvnSJj) zkNsF{?X}lhd#$zMcMKS+q$wQb06D}Y{YGpS%;X5zB0!U|yaMq8##i_|^HJ+K4x0ph zio!;w9|TNLB+aBsQNRZURdOkukZl}ly?6>rXN_CP6iaeXA;}4DNE+gRaBeM+^M}wF zMN6Oy&@woz+Y)8|2aQWm&-VmEd!`;ExPGb|>iNWlaBo+8-ar+w4X4Z`1@Ym)lOzT1 z)o`E!ArgDeIGX{!AK86LI$fQU4Z(TSr!}aLmsE0v0vtQWk~w%RAmb5-NO?zAc&RK{ z5N1+PxdAA)5yUly=Rm;2Wj{Y2DE~L3l*<}(+^hL>mb7vybOAi6Ld}k$7Zh<4<(^(k_pa! zQT(0^R79c*Vw=n=2MI%Dki|cTOC+bTb|S|YggV>l zZ)=NM0W(!E*dPTA$JQ)(#Cfv?y@$Gi-t{Uu3DzQ_M*xE?Z=@MGHw-&h&?ixQ)fp^R z207D!C+cVsgOfF4@ZhGjj2V_nb5%2+8~AH6iV;n<**?)|g-DUI9kksC!R3Oz2ywiN zXA3J|?glHvIx<$`1#ot%*Vl=DQ}C$VlZEoJ)7fRQnoeI9)VX7};P91h;PC0qHKwa- zn6P#hcU_5SlXmVSpkJ!hs0dNX-^){7pNw z(Fc?CB}Ut_&C-Th!R{G!d|RoU;hZ7!u4Sd}TdfM%%HXyau$}|M^_L#ghU=<8Zc__q zZ-#4b&N5t=t%ln+TwnWB95=iZ%M7$4oP?Xqu*sT#rYCaw3>mQb7iGTlf9$AN_V_<2 zNVc*ETDp04q7K#Fe*k8oT0ZOlOjQs=kgfQ?GbQBBGq)#T5%ljBknk4?fKAJsV;H$B z$SB}HRYfx4z%QIP=HDU(+W$coo)R{WVfXQ``N@#|E0<&|!QQ7zW?VSNvXBcj1z&#b zpJfe{U`)WinO{{gS*Zj%V*w(A)aV8O*)&oXV)NVojYKY{-og|eQ*1gSuz_Bc#{Bo7 zlwngYZJy2Kkcim~7{_=9x`afDltkNq8ySz1=9gQ~jPp4q{{1UULD&>NrII0vV2>>X;XKp4>2bca7v@60iF|ObAQ@!F^k;8!Jek6-kN+&q7i5d{ ze{Y;XvVj^Bt@>9|r6dj7|4lh2gLt8385t_g1GP%sG?=gNs|ToK49Q#lng9tHt;7tW zSd>aKXYgF1V@&-wQaC2u&@dgvZd$6A>ZWS>U=WZj6ZjPtN?6(PUpEK>nE}`anq=Se zpXW_`|Cg+b_PqRC6CfJ{WjUWjcPJ*QP^PqH{<{T4d?OutptdyZhB+iT_a6bX0I2+* zRmeYNCN?dCJsHqsvd9`HTYz*Ks9(;lLUJ59rE@R+27*&7g)Mf2lCes*_-ZrmA~p=o zYXWvilV$)3Y!Rz9gT^tud+hDP!%Kk9hwmfe@DkvI;_wo1cnLVX1ZdIYf6x*jw9+?| z{=iNeQoCrX!px47hS8)NmO|5PL%Sy@4LMe&GuoPz?X%#yF!t9;<0$E*v3RzeG@=F^ z+S%`ejbOXc^PAfUf~G_)H=WrFW~GIo?cmQrfOB9wc=XrWcJS#oDZZz`5^m129emPi zxP9Bfe<8Z84ch_b>J92PLV5k4V@e>u^|7GN)`@9>U#4uWM&0Pm*g!zXxt%qmbXv-- z)RrvkLyd0e$`;}H2Sx&G*Bdp-`}v|gM(Y@$jdAYmBJsFX>Im?Lj3#;M7MkHSetajp$a#&zKEHDdqp2MCo zy?DkP7MKqU%!ng|*UO>ch;!I>bl7%8j<{lj?6B=fn}ZH7g@>0y+mZC}eu}SW9P0Zi z!gh4x=e6xfYMXOxJ2IN}@zkN&&gCe_s%%HLW<4jiqh-=|G%#DXqo@Jfwj+DMjq@pc zM?xlLNhGTY%E>~XoRcNNDOnN-R7>bcv;-e|8%i>B0Ve~I)peBPrBzOvsC+6t^= zcOw~w4&de_C*(y@DI>_0g6jbyFN_oLqEwsY3RA!V(k43!1;*l_kvc+O5YFu7#XJpsUv`N_%J#5Sr|WL zdMz+toGr{h(+%b?*Z~Zyv)vW0)PaTsZG+vUcjkB)VHQSuu1!GdhS`GDueyO$ozAQR z<$^akIhEpq0@x`(LlyB~#1lEG*aWQ3sVtTm$~=;t#9TrEAF@p0)m$;1uV*|yN3LIB zZC(^REjq+RX~OY5;^@d>3%&=a4+1N1oGq;UrX8&G!J~Y&$bULa9Ez7N{$_9ZNs*|t zR~6Wl=>0B0Z4S2Yj=WxP-~Ew5Q&U~1xA<{x&Jxz{u^Mi^eb)?^&EK#NV7d0l`Q$ZT z4JNz9@1)M1)KOlP&~s9L~GkhzE>s>yAVm@(1Swl?Y1s~rlC1kdD zD#>y#1DVU~3w%}bI4iL}KEcgr5TakCuCk=YBLZWC-zgmx&xvFm_&rm$LY^hgp(kqg_ zQ64}L2qNTB%@i;U@7*M@cMYX8nM4FHK!*++zyNPp8n#V2g*r%pu!WQb03;AuQs6BT zB=7@K+*xOP9obQelt_|CIpv`medKyGSqh({{3)A(Yh>G^WoE@L!J`h(iNkXObN+XJ zP6(Oh^RyX1PzyGh#H z&8n|;Ld8y^3rd+PPN;B(tkzBo?J4yIZLNI z$!fTL4ec@3(1Pb=(k7!iBa^;e0WAs#v1e7>CLNPWSFb@*W{Ba4dab}7MOV~ene=Tt z&UeaZ`LT_ckL8tPaa;{cR%-@PTqi5B^SnHSpTOInuUOIC6G-k`yBjJG`hk z4*i%j6m4f5T#*Ifs;PQqoFjoZWzz&joD;-QN0KTP-)BF@)$f3MPLFNI>Fzn?dsdl` zpu(xFM?m~I)KG55zqq-^uaI&@uj0DORD}HK;9y}DqZus zc@<1>Jh~kdNI%B)Z(~~WYxlog3d&?U**-yeL017Y2EaAY{}paMs*-|#6 z2HaBbxn~>Y=fo+04$@7+l1cgcaYROS4|c(@)r-WYY|BJGXl(FiayV|sDV1xLhwn!= z7biOg!NS2~<$7^Xtqv!G(zsK8_yc$f-Wm^o01x9n%G{nk+11X(Uf4d}>^RwQoju7s zZqUZ^;KTQi*Rq4$wBMe!fp+hK?L2@5x!+?35%fp(%4s;K5>K?Y8V$OMT_i`Wp^ z0~ZCD^dG(-RSS{>@$h~QU5Ctx8gkg$*+Us{i>Ol3;sgy%(-CMv4V(3^8X;11jl9_L@_a2Bztx{B-;m5#9b62zuOoVka2A1uBF6W*f0U2Huu<8 zv3{w8Kez+X{b8KGkQ-6(rYS_^tRp2%~__Ay;j5Rn?^P*pv`OBG}4zq;jzODzGC|7HHbx+6noVX{;HGa zZGhKAnyn2RVD|97URg@P>44s7v+*r;mDZe^^K3_fuNyMCEE|i0eT*HyO$DvlG5r{M?+#1snibQJ9IG<@*z(?-n0}rm zO+QD^mgy&Iz_#hf9&qDX>IgL7(IAmbygKA;aAN43G(5GdrO!ds9=z>y5bDsg`Sjle z-upP|OZNMh_> zM&H_q?u$A^$0i1A9c?$V+_CCaTFu&1eZCwkVmod z^)vKViLX9*Bt22)@7Hr#;j+qQ4W(PBVlRrV^V~`Gu@4_3?i81==JGXk<4E@g`dH}R zs6JlHw_eBPO(^%fuSeDx3FZ=~W6sAy2}hg7@?#fbZ6 zF5iN3V!iuTy8bGhFy-FCm*2+a43~Fuc^8*=b9oP!Z%3&h`40a5NA&w%D&C1=zxytf z81uXFvF+Fu?tAb#;=UK9J4y|`kG{R1iu?G^2k2{>?%a=WTbE3XPP-qZYagQG!zlK< z575^#4?ZriaP}INV3~v#-QUKSysdvLi8J8uQNa4!c$J=lkt+FruOMx>$F=(-fMI zqvgmUJc%21_n-Mi_q*!jUsW~kS8&gLn2PH^gQ7^qd35~sIaEAC#W$&VIe8Afl!~8I z@iQvEK(GA;SN>$6x@oRznyZ=SDyI4MX?}H@Uz@JGKk#1R#+fN{<6kBI!;ROdFWmS` zsR!IRN5pdD>_0}0yTsw^?o(=9KT;n*#s?7e6ZP>^_3@wTnA3mpa2k`sG84&+1G&krlxd3T{19&v^ zOp_Z!?r-Fs#z~jKwY}(U$g4nrk?f>%jhZ(>@@x8(5P**RBKpLAJ&L}O5om-3BFxri zvPTq$_n5cuWu_O9#`-l^!QH>Q2GOXwY`$EXDz3R?^Nuy;DR|x&*JMiR>KcSY)=Fz| z_$7q|Byo0qbvRd^DyC-C#5qQEF~T?PhHEHDV5(GyEu5Uv@&q1oKTjg&Z&HOIBnz0h z<1oq>$Lr)C&j-j}!JXhEn_);#!v>F|HIuN|*T{XI-la&|EJcQ5(WTf4R8q>9#yMbW z9H*$4r3JllV7nqP>j<#*j9K4*Zrk99;*Fhm|j}ciQ(jix=+D9=Tteq5C9iA<$zNmAoy6~gnSyRc5 zVP6Ts9tx8NbgySf7@bT@?;Swm+>7=l3*~%vy|cOKjFu}1 z03RB>6n^ui!Ih({9q%heu0s|$aQqE7LOecDO@}eGg$YP5ViusTjLnn z0XhBbn*ydkjA^C|3&sRVh9nAZ(=xe%sT>igi|u?bSna@fj3GyEaUp<--pVQ@1=#YS zC-lV$nuY?xy|w3pU43JTMykJqpmz;|cjEU6!c(vZwz6~sB4{QMHq49dn1(+n@+rW91IL!LeS&mbGA-c>mYRZttQW<40sbdd ze=aFH>f(I?i<3nMC24gr5e#Xa-8n1FA*8IF8aQ5w)%c<>%MQ5tjM>>4!Kt} zx#ONJZ#162A(LTqlrwt9=z8ZI=L~0^lSLeGzUug5t;aD3{AVS*JU<2mHoJ5`Gzhv6 zF1_>4khNVDQ(G6rV7TIoLjaW>*Ie<~5Eul)OQT0uq9Do)q$ zl1rFK?ZwM(sIe6LE_&(J)+Q|t$b0efKzQBkK^_>`fC%~`w+-;NMK76 zMi+!@HnT3gmn#cM1NVrgBBX(&-*==_f_Ypi8dxT<0YNr8F9iu-CIK7cq@4{23fX;h z9xootBx^}*X;tb-HCjPbN41U|R!Fs^_CYM^VGi08u>PCYK&>oeG6zayiQWjE zako+;l*_2thQi||BlMe1<17F(SGnX~)m(`5?Li%{Heg-VkK}@BJlv!yK=CI6x_Eh53Hj{i#3SOd`9k3Vt>RHN6#Pibg5FsXLz1GG}LY-Qo8w#=$vF+ zAzA6ZwU`G&&OTq(w%{Q=&_7F`k+XM%pej4AWu>J7_y~N<$K^O}3hzk54)?4jzF({v zv@^O7tnQpqEMr8z%C@8oa_6WGWQ03vGT3KhTx*Z(9f^dKV~}8@w6TzTAQ_T(O~CK8 zm`b}4CJbh;4q;aIUt@MfyFe1%mUZo*w~lS($Eq zlC{YalFFNSR*J38!mwW3bAKvDX6PTHxfqv%eUv()>P zvlPxxuyK($6g>~uoI;86dh(074JR9A2uV_EbvXIZ0;RmCC=)aShL9b#G-*%ljeQuK zWC=S2IOQ}5v4jN#7D*54k|2ibVyf(kA!I_tAbYPF!U95E55ru@IG5w}u8Dyb5A;Cy z9Wb&KaFAG#G-UI-j#khx!tL2_SKnBi^0=1GM*}zFnP`~h^uk0pV&-!O&7g3!SYH)j zd~1Kn$!DTlD#y(WDk&^_zDYC|!A7s&K?i(*RlzP#PJzgez%FRY7u11Jf`c01eW+Ps zb|0rBWoeY3u9kRza8D73c+f!}5M7Zh8Hay(r?8N{9~r;u@X*Dr&<^4OXkTFC-2y<8 zsJq}|zTUp2)(tj{iY}yVb6NELBeT`_z3uefR&!4{4LQEC81s5eDA%2`W?y&TvX2HBIYGjl#v4jV)m?0E#B!R*dD#Q6S+)^Q*bpU(yrCwSFYBJ5mdE=` zEr##hd|sIEJSrNC;5&c51L~~5El3iYTY?WW^js|J2&3M^DsKtr#~^ngrB$!xusIJ$ zW*p50A9S`8^8O)Af_OA=YnW5bPbQ~G`Z9nby7cxOA=G8EWJx9IkU1Gkj^s!!OpMIf zNUnneA@_&UyZW-4vb`R{;}F#GuL5Cx2k1!l4KgzyO8XkisO!&pV& zC(lPfU~;Aqj1M}2;E&4q#5S)+EO%InP=}98&xDfbs97m`{xk-FwuIe!zw*CgYU^TI z^0n0(vs_#g|waZ_1G`<)tF^ugZ&Xm z2=(1wUtf-cLpV(qEJn&330_G{i%A?jfeRb*NJKigw17|%isw1s@t;1!p=Yd>xYx>p zYxWBOra4%%-$+2?HQNT2O-Bfu4s!m`${o5LzkWxpZ#}HvM`QigMghyOQr;5t=)C^Y zqFKG~*d1QI&k>D9tls(H7=)=LyDyt2&(Tb747+>~0i9GHXQ}g9f~+s3`1}~GyEvnf z*LFUi(Q_BU8XdODXc5O_(yyAmwk1cuSU^FtE}Nq_+OwIA#8lZ6Tc3%*qU^tB>k(EH z`CyBIwre#RJ@7-FXXUMn8>h`fI$DdOpx<&1b+#7m>n}LXT69+g<%IffuSG9bYs^{a zEnSMFc=Y4t=R0Ser?TLAuB)$v;!naew(ye~$nV30_P%G=wFFn6+W?q3SbgpxF!AbR z1IMPE#?e@P41>1~RQBEYwI_-@_ptU1Y$63`2OTaW1falmvFg01zf@;do%h`qUUl9n z8jDzU-bp$m6fyP;QM+Vpt75H<>G?C|*TY7+jlx9^`!$SpKL0yyX8~tV)Kr+}913 z*P6{yY>bjMi4G3-a5m}*y6T39LLc;=gwSkX^m8%ev={W4{1u)*|CeKG>jG*yFm>D9qSg z%Wj}CKuje;OeLg<@GZx?6~7QfG0Ywof@PaZX^vQmG9t=*0`t%G7xQL8Fel!d5QCqK z#=;B2wWrQI;t0{%fN$X>95`Vl1?wO)ArDjSYp0qqb0V%-Z%9Yd>HcGr&N@F<91UtnDFgLhy0(DXS$Oo}E$Jx}ensJNzHI+j|zHPI{ z4<9n%lB{ge!_7@G?)Q!p!Bc+3g8Njn8yu(uTt;$ihxf#rot}ZW7L7KM8HS(UaJE~sX3y+AUY?Xm&mgjT}PZWs&n?V zw;O0IR6VpUBmU)h&KbpNdf=Q(F7{&GC4$Xm0m$3>i)F( zM9w|1s$c^>S;1ZsGFMest|m#8GLw-ET3F3Kke;6p6!ucRhF6E3?KoV|@1t_6Ox1Cs zOoFU5d2$q*;@w3s*%InOSdb?Rb4oMxSV_>n7^`OA@6fmf_00%^kkhye9%Fd$W8F}n zG1QP=;-hs8@mU?)In9k4ce<{I)>qum79qR2u74Pv#*xw@qevkg4l zE=#7!7({&Vs*P7%s?9tZ=b|e&ZLpTVxoA+p`xyZO$&b3=l4jlcUK{WZk^kv1e?flG zq?X7SQcGkFsf8xT5Z-f!%!?3<42=d}T!}a1Cr=ca^e}k_HWv!@8p&;Pb_A{qbR75P z=Ekrt&|%2`XPd+1e~f4>g8aX~0pecD&8ErWyM!|#)y^CfI*^3<50S2j9KuK@oSvZL zBM~gaCqcsUIRT+Eg_Dz=G-N^WjbZ0 zr!==T)8Op~|C1^9LB}!I4pepI9zk4=YQ<5BkX5HK4{;DOsq{4WN|hWkp20lejR?}U z>asNje^&-A=mdzf-fulBKGqQ+iQE1T; z$>NT{^lkmcv=Ir8ygn=v+#(u_5D8why_}>NjiGu~t-BCzNV*-P7_%zhTS;l>S?lK% zqqP3QtWT+2;M%XedMK$qeWx>hy`(Snj321B+R3sBi&u860(7#lZH_;nJrNk15kQlK z-^E-sGW3FOFw~jz;rnK*?~B^$yRFrqMM_i^hDF+Qr-P);kDvph|Aejbck#Z$q*Bj6 z24KvAJzxoeM%e=d^y{e*7dr|raX!Pat?Jgzcup2I+k4<-3yG8MlRV73Cg#T1#0Yzy z8-{zCbH$84|JS0i2=4XZ1{~I&q+}dOg_~v*w{I%<(^SDO4bGHT*z}00QN2c=`wrsg4(cQN$;~RGF2v55U4D0N~uuFfSPkATMy_3 zKCVO8z?pB){+uBt-hbwPTy@V`K-asPO^X% zRY{A3JI}N;X+=H}En;PMOs-afL{7j=WnmHyV>D5bxGtIcTQthM+CFPs#%g0YAyJorFv;n4At znBmzfbZh7C4KcNKA*~zD`Sb{2$*yb7c_BkZ+6m;75{LF68}k8BIm!8oAc`vw{5YQ# zg>%u#xKZ1@wj-NQ6f$fsWH-=Q>``Wjod<5jGxR9t*9$|xESIVzD^n8Ji}h6j%6fnC zZ5aC6?}r(BMKl({(BH8En_>ApwhqW)0J=T=?-JVInWIJ765#Kl!Brbap#}X(z&Bv) zuje6alUC?Cw~z!)KGu}o0lqCrA>d`HLE?ZFwCR8_Aqe->k}@!GTVs_{!KtRPf0?$k zJluN#I?AWNwbfOD;addIC5z~Sa~TQx>~1hT;6jbwOeboB z_P}%&Tn1~KM2EU0fcQXvfoRx`IlLC2e7Yh~{FgBmcEN9qq_k<-{7^bG*?TQ1Eg)FSUdabr z409o)Ne%CXzbqN9Z)s+%n*(wWV?a(4O-a`5T#x9q$1>Ul*BZo2jA zY38c8HKwg5bkMn9&!uQ&PW*ZTJ`t@vdt!kc>Dd$aMo+YOb;OjhY0++=vDlk9p~W$9 zBYu61T1$FZAD3JX<3_S(3*_dqnAlUD(_NhBk5Rl*JHspFUeQ>@3i&dqI#Y!dvYjh? zjyn1eYaF@mc_#x>Do)n_J>8#gz`xI5f7JG7Z&e8x-7dN{~EuAp|Q|EfsyRv@na`88b**-)o(g@|`iYbpbM??2Sc$ zOmxvWW@;U+;87T{C%WB0 zV~Lv1U{balO7PCJ79DZKt{L}4{_t`mTtg=;Eya~BQ5>cRzPWHaWyX|v_O1y){#}1j zZ8&D-<}k5f%&NyqR$y zMsGr=nSGfqvVkCCBRJ!(X=3jT6H59%ghVhHO595V6*0HByu*7+43j*!{ z%MZRlVtI+CeaUFdWdWdpzs7Ku0L1P`>9lS-SZ;)w-$-X-yvIAgfX*o1S&QH`632QO zbz05QUVx#ew*?IUvH-@(2Ob!Zd#@KRTiG2;nYSe9FjNSX}Y6@dHGn1;HT=@TSwvw`8R2*Alv zg=1_wlJcS&u&F=9N^}6HZ8$O4AGEC%szYH^x zzY~o`Fp=9x$E#-9I#OZ3zyvR!v_67KI7nAd#*aL?>(Cv<)u>ccDp&^wRva6|p_jZO zE3-AWX-mZ_WnE=ov38ZM3yu>iaE&>tdOPx{m3_qftK!OP$=q*g*{}D6r5C=O(_C_)=`=)^J zGcnEd#J}#3fUg{rR`O4Xf}K?C<%^OELclmW2zChyc}oCd>ED3!F6o=K!!Yvp0kMPt z!6YJj7B_gCL3gwQMD@&OU3LSFMT)vZlBBsFzXC+@%N|yMC0Ba~k4r?G%L0^%{vz3| z0-t!nf{+{FD$!WPDv;j5hh8cE4%0V|FolJe6VnVkbTA2J8Km&xJx(%34l+nZ1IJ{~ z2u$3b+&m#@LV;3}C@mUXkzbDl%bc_*ApTMT1UYlN;4elK`cyX%zrgTsbvDe}$W!gt zhL5!$#q*(j8O@~6%`t-xv8yGzClXcWvViCB$5h<~JPn)rbOb!*I5fXLJ>rP_2#84z zE~}Ds5CX}3fJ8!ruLwY-4?G}jgKXRwZ9du&qmIIj&0XvU8cX(S&S(qk!8`HHI*P5? z%sSNY3lUdNp)v^eNnnR3kxW%fd7QSENO2Mkq)+u1k0JM}WmtBvMv?Wr78-%q)h4?4 zI(!q6^a|{bUXShew&PbYfvHU*wv_S?hQGRZwts;o4}l%DJIh}DDRlP6nISiW&#gze zS^lVdmYOmAa>r4OxD#CF=t3Tax7$|Ys}CMYPn7xl^;}lCta4dH>DH;(i(>0McT#=q z!^em_#pSEHd=1?=(!GH`7P>d8kJs|8*Kv6h%Kh%^QMxx%aSIimZ@;=Y;7x1huc25+V7uUd%W4!-<0E@!yBlgqofyqn8=xO_WG z1<7~t??0m7_fqjr6#LzGp~RTqjgM`|u5jOj&k^^%DBV$N=za9<{Z!n?cRoO0({$&4 zeA~KYVszU5AYJ4=v#RJ?90_nKt+j)JQep*@m?y9{tAi#DymeJsrWh- ze?vuvRJSA*e?Y~4D!xU<*Qr=RgMJYeH&JmTin{w`04&oCl4%CVG=pNA!7$ArnC9V6 z^U$Yx*wZ}ZX&&x04|SS{In6`F6^v(^hc?Z_n&u%*^KhnlDAPQQX&%BfcOPw`uhZP^ zY3?%WK~Jaa?hm}KGV*xMSwM(-n6{!Bc}sod-9z6Pc|W3WjJ%CL^4>(>7>GV(ZG7bA}|Ofm8}B?Kdn19KU999PQ7;{XRn z9y@e0^4Ljf=Av z$IsQrFV)9?;RDR>SM+g&`)ho-zeRB)X8Dyf?mYNfpq}~aVyfq?6-ae> zE;6k8FwyCVbv`6=Ez_q51P|E4{tNaZbyrZWSEUM%p~zpDT}SB<%8ThB0g5=G%n#dn z2Q;Jve&moEmek7rQ{YUJM@TDMY9JzKXYhugzF)^w-;1)k?L{H#lOqB3u`g9rb_)4q zi!m=!NSEW)7sXhYeYLObX9AOlH-g$8tF4X3jnmfII?+ZWI@EINpJD7SnX%#OM6!%{ z<57G?VugC4h#5vdIR8+)JAA(v1Md*&F43(@M4HP2m5G?Ddm`J@Lu4yQp~-fh6(=m8 zYC*C~4Or!9gEz!@FE|9o>+(WFJEQFI`ATbTAxtv)$RV4{V!*$D;0D~&%nQ?xJ@f49 z8%xdd=v!U1rA6M0H>rfz`yS+&`5U)iEfK|61dhu6#gP%`*4Aywr68J$kX-&2{Urw~ zO5{xeE*p`xC7IZsrGtj(7>TQs`8x7`&{3Q0317}r`UMtR#*kWp-hrR9f5w}#&?DO{ zAJ<6-uhQv4#xUD(<^vtnNb{DwDCihoN@hxRjp-?tRcX`Vv<0n8 zpZYb9^m;fL3@1Ajp&nSX>0s=jz~%=8i2FDpHg%58&YZ?SIa@uyxOLBMm+@iH$oWn= zGwdrxL$6t}Va0l9C!OK6YqhiDLi(|8wR85a8|{P~oxZH_r_}6+0EAYiV!1uiSdvGU zkUHB}T~FcImyUIeS8ecp9G$j&nu}O%4v%x8nI*m=pBC z-`Y*+{GG32$g^QFy7J)wIN3PzkD{pvzVui+RO5(B(M&^omSaWN7vAiH=zVA{Ch*)sU0prwOl7#K(B@NR0{i|M0NnZYm- z7YDHd*U^;btq?1S3sMJFyq(VvJqM@4oQ_P|H=Yt;m%J{dBx>BdP7Gn*XY{YnjH^i9df32^RrSmaw>I-d(F~xz*W^^5yNWyru z8Gv1V!%wrk9E=#Y_~ZD)T#o0TVUE)S|C~RP9FdYCUlE`?y}#sOWWv-BZQgmBXexqt zegpjts%L{EIL9mLjMNLMY-M=RSIfL}IMiw0h(Pwv?pA6OXLp3f*jKikLas_4{KVPF zv!BlS@Wf28Rq#5PgCQ@HN`*sYl`}4rC{#ctP3nY^#Dc-RIaNOxJ7?X80tb!I^Y$XG z(QD1;o=P`+#2OmnfyLk`E?8@whsN*(6`d_mD|uEIjMOM+nU+)(nt=0*$zoVJQy1eW zUzlWjn0!Z;Gji_H1p%~e{RNso^|n-w)2BO|U7anWv53j{e>UWENuDR(E($ypN6Q)S zu=7dC5%57zW=dr;lwd0dsuSnYW%{q?3OI>!jCO>`prKq#mDdj+X~DS#Fmd!zqBvEL zwvQ0yzk$!@gL5QI96GXXH9O6xAwFT|sZL-*domF;J8r|OO79u5b9{Jv$)Ap%F!QX4 z(Ms&>6abSX9TGWOBRd^aT^BRNUv{_DB9JZnu7!V1M^+er%~ECXwrZ^O2S(@xTYTl+qY7D)?Q4}&+_23ya^4iIfy_ghbsyZZzePb2PT znp_w-iKkm;BSI*pwAE%|(BrkV%)iw}Qc-!d7&wnBZkjWs7=nJFO` zjai|}87n3}`VoZ>WeNE_hBW(zmn~B?K(-m!!?JPSplMKj0Hw zVMu{Qf(;#I{1Ce~N{gVAf|F1ea@W_hp5?}~DQlw+sR%3RA(nlz+QQ;RZNRWnNERs~ z01tRE@ze)WA%>S~N&l=!3wW|pK?bIDvP@?*(@Qu_hGX%`Qq5){GI!e&&5;`%$(f%N zaBCsJXf(IR{f}d+?MaZiH3Ii?3|f%+&>W)~XCrin=nfE~l2k73^o@)9LrP+HOQ1`_ zv3XZV>s1tnTh8vz)~jV-@2hpotXH>3P-m#`_ImaFs@hvnR@x!nQdsTqUV^=q5dUa! z{W=*#oP+ging-14mpx3I1`t=l9(AEL%v_IO$D+7?PwQAc1v8D*z87s*7X_uC(_d;a z>)0K;!|T{u(OASf_P=3ZSBn?64v>7C1_3h`EcR@1qJ_jiyr!bl^Lal?d5)jy;^PQ-&iHf+$f+dnO8_{4{Vf+g)eYj(971C%6nS- zW+LcCjzq703kaV*47vS}w7r!3xYvWJt2I`C&(EVie|WPGL6yhO3yFtu&bH z@eDVLJ@vqF2X^52iYksSw1PbY*99Mvy(w)?)@!ff|O(O3lAePk4QPF44ZRCb3X z9kMe~%CG^mI+-k&$$lw!Og%j!z-Yliy?WT%$veAzei$Y!BEsP-OV^1lu7+-~haalJ z;j5ZMyRJUO8WMQQp2TIiCAKR<+m;|%;0IRj_FGmGN zDwjubMm;ieCkyxTU=cgql9l1VwRBxH850-G~YV54^%0)qf?ndpcZ8`7$wFI38>X`8UzG zZiByhPb|eTbBBY!dkX$$NdB$_f3G|1Y`J94rz=4|@o#PLiOz$+3CL{*e}9XjL4)Ch z^VW(EKGRMIyNLN#U5tzQ{sCH!jQRd0ZZwPe{zu$%AE&}4Kdo^p-b%%rsCb-;N2zeg zB6$iGmr${Zioc`cTU4x}3RY9`YAPnFc!Y{?qA-!v)YvpPG|i1na|6>{`7~EN&6Q4b zh0|QwG*=Xeapul43+2voPzQIGBNMo@?1#ynWltjREIY<rVsLa6ciKRZHX;JLb?)!PWZsc(zJp=>-$uRJ<%Xs42aSGIy=Y zsraEhyl!dZV7vrf5)L%URRnPIX~7k2KjDPES~9(-v==87(eZoaj*G+SQB|qP!9$2Q zO6nYv@Y<#1B-9Qv)Y8rnkcQSO2BYO<%^W4|Il8>0>rqH8>J>4VaqaU7p3@8fawa!_ zOc2GTF->=&WBKP7_yMqnDC8)${+XT&w22|he#m)Xi{zc?P7y;6&4c#S7@TtX*ci@@ zf$yY>^pE4(EuIylPxlw$zI|w$j=nMo9~DhSaNOH>siqnN3w;HQzNfQLB}! z>({KAoSYo?_-CmyzGfxaD=?4Yla@mk*eNpqaONrH5yuW};J{T}&vV=%xB@-yK@o2I zoIjSBw2t@)7^4&ARRBiBc(#OjSX>Bye4T{p|wX66~E2o<~_`;_I*^ zLs@r;rXnW(-kpBuQ5*^hB{lnVjJfs{u9S+VeaBw6=ix$6|!t15?f77Y1i>BnZOud7~GOXQ2K; z(I-8hFID#4J^)WplWa@^z@B9tEu!IZ+0<5unE1u zszsXv>&ula6s9VIgGs+K6Ica^Kmf0%a~wlQ@_L{yf0>V)#TI16Ot$U`sDD?0qI;;T z*}OhDn>&M3c$#nbg53<>{(sR~JqPA9JoC#JDT<3 zaoA*MSKl~Afh(b>Rx2r8J#KVLL0K)O^zgi}xk9Ler;cZ92{I5SK&=Tf7dGi))D|AS zY^;lHYwWDUI+L@Z3^vF5hS_d6^SHjln|Vm{*=r_ehUD+cX5Lw6o+sJue7d5Ti!u*y z1LJD7>EHQg9s#+{&AbQaVNDGx>fc>0Rw~u#3$+)y25YyvxvX{goEj`FtB8qZ?kL#3U~k(D2ZGtTrQEAL60z1o~>C_gJZ`CeEm z?UCf)^eM64P7~yqW#2;IqW97o^K(d^zH6qjIE^E@t4LCg?+Yol2!C6Wsh7=<6t+L$ z;Y@dw&8D%imaFCAM@Z3?+6AO>Zo7MI8gyb;?KaWv2$Aud43)tYz%u9z<%YAvbX+lP zxUkfe5yP_*!99=!D_N80cITEllu77<1WO}Sy6P&`#0uw1P67kpy<)<%07GANah?~; zj!4at8|S?^&t9avPpT)?;raS`2gE=Y#a5l!BvSe)?~p>wMPfSgQDm?*39Ber2Me6t%Tsc$oeQ$Aw@YEk<^3Uq=sv-HK%ay9vo!V&$4QkvQ3YhkU3@K zIutrAkp3ki%U1l?Z5Qe8LsT8}S)GR2(0vHo?e7X+_OhJAtpEJMF|f_CB=n5QV!o8j z36}cijPAN6^t|0`M*UKw;UR3Hu&kCU&N+FE%z8B6X zs`%!F&@n&x8Z*7>lmim@PcDKR3b%vs+iC!Y%S@^hwCZ3 z>y77X(LdoT^J7A*3)n{#mNN6G<2_2plq*F$=?XKN*T2P87%Mphqlp&OgQ4Jp&?>42 z(p;U`qzwgEY`R#_v4hDr@D&h(Q3|E5(PSn^&RpL%(7uR=Jz*B{z9hQPwTSn)sOI1p z39r-3j4gnOKumc#cG+or-pHvDMg0NwUvIb@*7QXIpRoGhc&0}k7lY$PU1<4a)zq`Z zIS`tDqMR9PK0Sx&u9=sNuS@#{2Z`!`7x0&;?n$fvMNGy0p29p~BSvDh`fbGWL*r>j ztzY=J{bofg2{O%f`ZmVF1o3>M)Q8Er2PAi@oA*z#e@@>)-LBnK<$#PJqX?pDPd{66 zP>zKOr)%Xtf-?OKtf9FTCL^+NHsyPo+cn!*h<{nEUh5A^(08ZiZ$2o;!eq3>p=Bzh z=Eo697qWw|<_FTWHkTgk1{z1}Rh|ehB**)AadHvejS$`4FA%q8sXZ*b^i^udhHJIC zNN~|Ua&=^*h1%Nk*lt*A4;#mt)+{GoCohT#cm07QQqFnEe7hhz(KX+`NmL`{p?-@k zW+#m3YfH>nc)}g$gor?(K|(-w-JTeoNbRa)rn3xgSHLMkZvTpwSFukGj{*qXd6+X2 z6GX*`*Q%3M4dx8`NjJ$F$AqnY5DM7d&Sx#Dy^@7T59Ub|nY}5Y$L-9aAGOjrr7@;{ z=vdP#dX4IQyPan&ySP82lH%Fh1uP}vLhGu(hbH7M|Ei#f_r_G*Z(?Suh!{yfWblvm zeH<-h@HWQ5Q}TI18C())4=C=05eq8lt*cQwPG_$Q68P1DBXQ1l$J6x}q7z+D z*MUd+ZC`1d^~8+D6SzWzAkZKoAlGesqI4v1nUsQNCjO@l?vo)iu6+H>jWa{;)3jam zX0sLrNVkck)M^Ga@nQm>Le5q4o<`CnI+nrmwhA{WsJRWV)cw_s%iZ`Kk%@e!ThQo^b03HXwOax6RnH^r=%?bD&aoCI3WbJnb$j2D9| zW|8)swV6WWSQj_*I)ku<_ zWo8sJ7M{Q-I+4U6P$8ipyKhgJj#g3boHZj~C13@RTdU}`%i(Rjd5qKi!AF8ZCU9gT zRy(F=L|;@O$JX;1btsa*90t#5ON9h_*Gt8h4$84G zxwN$_33e88IhLSl!6DWJr5TQ@if4wBiaLH)(Pf@a+d@}WlJ*nZ$ z9$V8syPHZSTmEefdP9NA$J!l|lO}vy%!-A7*B|?j`zg45HclcC)=KL`T~dyi?x%Gm z+Lp(Ow_5m;!v>dSf|@tnK5%*>p{Op|0;}CX;{*~j6HF|LQqfb+LPl7A%1EM0g==Yu zjgp{yP$e%7F<(S1Pc>I0JprQRR4K`Jsa`ABYilTaUlUkZn+)%OG;KmxqLAFli-LX= zeWKsaT~)U{F?ggGU%ygxqHFQsWuh9nl=fRDHdBwyS}|kcN%%acIW-7;NKnWz*psIt zb&`8%dd)KZ=>lL8>g1_VCwI`cGK{5s))mK^aAYcnl&BzXkG8cnl@8R!o_RW(&vR0G z&RLGc0$El|p>!e=fQ~RE^9t=*`w1;jc@ZJ6DNGe)tM_cUYTnQsBE1!%{;4d&ig7>| za;GMdAAQ`()qI__!x_4rCZ^w6Zy1AUp@?(^6RL9<1?}~#=J=8rw7q)WcPM~ME(li% zDv%`Cla9J8rs96jN2ce9k@Q1H&G&sAEp*g2#=%@=kzy)6ptF;8Ls%s`c~LO9*YzEk zZR?{y+pHHH3E-|5oHremV`0*`#EE2Xl=`PL_9l=g;U-x{7ps#|KNvNwR;N#&Ahrzs zNW3Ap*&WwD0B#o?q>8nn!ArB1ES=k4gcDb?Q1(t(=aeMgGVnrg#aA= z3z%A>UO2c?%4DWjcC3lI_EL6jO0{GC99Soez?@r}Q zY2;xsC}Oea$m{itdO%Etrjdn>r6d;Y&J`gGLw=76S8OaTrgr0uW6Fv?(>Ru&r!{)F z%AKV%p$vHWu(B1EtY{1O#q^ICgb!N1YM)T9nhgrE&KsPiHpGnmIzhnT%7;%=3=K6F zDSAdcXSIfGXN4wVrHudu4N&+gQi@h{Arf*wPd)J44fKUE^fwlUn#cu>qnHl7o^?n# z-dmmy{nt$(qGpm!F-^D{0&l59GmYi7KVY@OFw#!uqR(!t zk9x!mN%prXP=;J4(WS^GQ`^ls;#xB#_kVYeqd|16X(ysrs)0hTkX7@o!TnpK`WHkE zqv6y}2OZs>SQ(Gv##6|92UZYlF#@=Xw>{q?h94<&#}Z;A3TztDD(I0xvX$m<+6sdu@ItfWopLV ziyvF(xs&Q+A3rd~<*T`T4c$1>y@5U!x;Lti*Yd5`ad{KU{qE~gHU{dovBY@^Gna2c3GM8y_;6oE$AjL%m*2+a43~Fuc^8*=b9oP!Z%3(YHYN)>QoX(tm-oBx zLJ4@h8z0+_UE#h5pCj&jQM#kl%KPvQDHF5h#P6MXc4o%CkMDng?x*Sg{rI+Z$;9Zi z`$2kgLB3Q3Fg}d$``riVsXRUP$M`nw{t1^KL5T)G%0C`N>0U>Ve2jm89OZuZ6a2k0 zA6+3k0)CCSpF)XFe;OYou`P#pd4@$g@-s(XWcRbU6Lfx^zxKQrOSy%w1Z9@}z)33= zFWgcjFKC=pt*3B!Wv$Mnp2;GWe@^B1@WqEdxl0XXsrU(l(|G`|+eU(Ss)H|EAU6%;qlnI^b#4r<`W*+G*V=Y2M6+@(e4 zz~(e(mOO9_(LQFx?KEM2iXuSozU9VkKcVakE~T`>C1-Oxnao=~EF{t|6WDkO`2u|- z`tl=E%yO~}mocZ8tB>QboCJ8xikObR)s|Nyg0$8$N5+6piY|qeJoE3*cf^R{DheC%1wx90P)bNxjgKeFW+z@;S+wCtPR|YqSDG;Cni*~lw z+<$|8zjaQ(5uK&k%Q3$(U#dgIR7bOf9XZbEpfO#Gn!FvoDbO(R_x)MNj4Q{(Sj64S z=w#k)C_MChnJ%&r#%LjH10AW%{Ai)*0?EU8II!?H+RHxk98ryAAD!^pevX7W>uJh4 zFP?JtoSWfzRz^)Q%mtW= zeK_|bHB`Bv>x%+I**;OK(k4#S+JpdYSb@;T$Qtw|ML)Cx@rgqaDFVE5SbdxTVF=o* zu06jRgY4n#T1j~mxgw0{*#s}Lu?i5f^Gb`*dU}MV=0r!W=z5gg+~K=|T>enZ0!c2jyaMWcz0;x#U9W)m zifRsyk?;!G_SroW5OM_e+>*1#jhYWeVAlEX4D-8904qXZ{!1+{YHH`@M$@xijFjAI z$&d zu-V(WX?crD6}eJ$qU$C7Wuh9nA~xYgk^HB>W8oz|?syJ4dfDwR=DIK8D*#(M@96?Y z5i`tiniHrDYaiEpea#z&`9mOVmdj?)54@=l#uFr zisui?vG5c>(URJuvgu1GNP6jFsvDWzWQj8Zh&|Qq2142N<&tY>(~n(cBY8~^>ui@v zUN5F3uiFpGB(F0Ej&eai_Qoe*vnyPZtO$< z$980)JaV_ z6Xe@P>2-V`uV5O?pjoI@Dod5@RXcN0mAoac(s_mQv)*)|hbGtW(_+Xre*JC*mYDUs z<*R};&xq;bEU(`t?UjU6*IZ)#K{*!Y5~mt{muMIpRqTq$sq2PAi5ew5dgd2q1vk-~ z9q@~d+Q=11)Ch-3K0clYz^S3FM2&@PeiF}5yrMoioXylVy?R?ZQE3`mRw?J!_84S` zqBfQ{>5lUL2;CJkWM@o6oy-vBZS`y~Nu%8%Z>c7@4C=_EKPVS^!$I+D>M-hgCDZ zOoECIuzJ~*equt64tTg0vdLnN97-v2I+sq?ROTqC_Yks>AQ4HV#vEkq=lxR7NXTyX zn&&EX^tWmO!@Fk-h9^)C6l+f=G&7pz9_b+a%T=8x_7X(bPC~C)YC|DH?JNH=@DPmh zRy)UWi$X9BQy`I-9knw;exU{rOKF>W@QXS>&4&c~o4X!7asuV2iSl6(369*y@tilE zzKyRc-wQWqy1=#I%)|tIu_dnf6ySVgr639!-Hh*o_=k#^n z8{8a?4mE8&n#Z@ucg3up+4?}IgN<%4nD5Fx5r7CyG6_qC`$g2a@8Z*Zh&?g1sD^E# zn-hk1ykuw*X|CKKU^0XfT6N0Kq6TcUGkd`C39Y2U8Jo~5Uh9m~zHF^C)U_8-hAm{; zYM$3h^>4_%3fWxTt5N9Xw?XfcFt6VYr?HCd@HU;s%BU5bd87@Rja>5lG*(<+%1b_z z!RJ&Z2Q-ze7%Dt6}H&AgK6`YcauTe@WcbW>y zN9Fzj6_kO>{X;7HnSqKSX);i`_fi9GC!uoRPmjl^pK?D$&m5@aQ+Lig0;&D+7Yxpy zzwRug01g^f_)1WM*bUy=N`i>WLKQV1zD5A>*X=eFPJN4B3U+bcTFOORm6>E38yZ{J@+yyZXw6=o2WSLF%%9JZ=~XODt=1Ezf(~s$)-ZZ zCG^@RuKYZZ9Wq?f|e(_FP;9Ey>i&<_D$Z z!+9EXM+rxbg-Gm%jG!tARHvX?*KP_bhL}h@b&u$CgdOvB7pfCErb=}ujg0CrW2sXl z3w30e7|T^qVk2RXGlW2Eq$q|%Pi5t>@Z;ePFO`HmDxlP<)~52=^9RRZ0!0SHS7+Bd z=bTyI_tL?a)83-Sg10eoZg<_0TN57>gO-R2ZTp3t54stO9)_~@^{GxleV>ULl+pU{ z!&69fcE9@gkotH)ef$Z3`2OOJ1rxObl3)+)E9BQ#%ajok`4=l$issijX&dt^$w@D9 z{DXL1(IxUYv7#X1-1WBM*Qw%G^UCdDWbR*6jekSMS5bI+$JgjLuUM@|Vg%0C&3ZF; zpq#`pIhAC2!kfK1+ZDIQ@M<|3-@h3-Q7TB5Lh|W&w&rmvHa&xH!HkY+T7eT@8i(y< z)jTa`vl)6I%Tv?w9m;bxCzGq-q@FysDJnFtan=rYD=MY>_yl%CmHb;kKJsK`YS`I< zd5yEx@n4{gjZAKA3>RSbo=i^hK|q-jUd~m0r#nUIheVIXJo+w?K_95iqpE+Q>c}#% zP3ODn0N>YML)*CU0-nJB4Ic(c2*SY>^*RGLWaVf;GoN((E-OAp4Wqg6!!dfq5G}ll}x2@}M;QL(p^4nFO@>4ND?msk;FCl)YbXwqgd4F+jnCaPdd&)P#^@hI9 zAGM(Mp*{hjQ)UZ7=Qe>*6VatHzm_W_{4`1=^dy+2$xNZ7b4f?A*#Jg(!CPC$+_M<( zwX0#7*m)%m_ftxiNgRd4X!1(39tJO7DB~3Cg%lpfPW%%$-Gjz5)hBLxyFPCaeAzLb z!n%;E;w5J8V23JOl^5FJB-5PjTbl*51;ge^Buheo0$V0o$UD;%?4F#-h|wmgacpMq zB_9Fwf3k|J)DN8b!knBsMh~(m1_3LEd%x%!Ub-OhIY^5I@eHT)0tQ%==(}3BEUw+& zD}p{>++X^P;?_D(+&VNB=GKQPrfZ6^Gng$kBreyM;0=NO&3(dtV-d_4^-6B0u~KI< z1Et5$cWv?*z^kNc(1`@hS1!6Yz-gEdU8E?7Jvo2=yU8X5+6W%abeJamKZfzUX4wsc zUQOC2l@2u);}|`1ONHqmQz?~6`@{i1%@-MWEp@$(#pS|#!7AP(6VRH>^G8A9B9m#` z+POOV!#gK|sZ1w>i&59w&#<;?8*35HS?iJF9ujq)&$d-dAoG1M?bKySq``}n{1YRG)Z&q!p5QnVF~ zevUyLB@#pIAIV|`8X=2fNLK81m0lZmHaHm^^~b_14Dlq15@}cJX*CN-2~VL9i1|%3 zPq<V+tr$x~#b=G~p<_3By_L+$8I0rLm?1ap6TqwP%qPWYrm zlKVv`u+nvx0sqfMHQjUP{*HyE=VL4y5IB&-m;G)c0mg}XzD%JYY_?ul{CmFu5@6jv z-J1h~Sk%&HQE*P|j9k85l4Prg1q2=!ostmfMXCy995FNhQPEgfuDW(P)>Ti2TuTcg zmLcrVdGZoW9vE;bPZkm{pFZNi#uNy&fK-JI8`f%AlvS4ObP^^6T8Ps13h(ZO-bB7^ zG6>Vc#{p(L8Klle9AFEXHfiiR8AM9tVfUyEGjm|0jy_3`lOV3ao26=^g43YUYJw83 zR=sNoq2SsQXPvqGtaIcery(Os4uT^LLzlr6UdJ++z@~i-hjmt0`U|4BU3}Al29Ml$ z{#SufNj{;NI2^DDV)Y>_sn)(JsPsoM&2&Pg?lq{Waf8;_4+KVan)6rEkVya7Vv+-y znIhqenZmqm-f;WS?}B~#T5)8TT20=@bt9B5rB;L1;Y?2C(i3`?`jeE!$qAB({VBcL z(v?Wygly{F*NkqRKMfQhX16IpdJF!sx#gh~(zAC@x7>GISTwR>Y$K6fIh7kIF9e!jkl3^BwtCo zkH^%m)~BQtVOQQ}1U7~A4&Ds6vRy2lSO0UB@U*861F^PFILSFZ|L5# zWM&9Z#JU#1uv(iMU~>mxur9)5A(O!B1nW5DUkcEJ*#Qe#9g_~)=T5CYn#HSHFPBS| zT5#z~CNg{0jMuR%y9QHMshgA8JT1GlYK4}b^c?hD^0(Cjm@QV9C3?_uT``vhQJfu9 zbtltWttjjDiqbil!|Q=bdSl2+LZaDvAfJ-(vRR2_6mA3?2pCDCx)h>xYh$eOz!fky zC{xww6ODVEjfKppbB42>9Iu=`*{SOA(xp45%2{XCDvi2Tt8h)dHhK}AoasDq+lNPS zZ9^VEiXd}{U{lHsh-?U)(%@n~o`nqz#pK@HI9pjtsC9#x8&ymwfkrjS zggpwL<1s64iEJwRE&Yn(P0b$@RQLORqPn0B(=cY1CQSC2ZD=fl0lly#TJ+F7k<&v6 z4PH*q-7%waUkTAB=%2FKBLQ8xf}4L;fN4CY;!Y-~Ue4fEl&#=IY$b0!{_F6KI9+?T@*qDHheMCKx2hohHDDry}2y#wLhlnF7QQ1 zee+q@Owj)jfi4=0MwcxV$BnZm3`KRM8HU0<%)-zj^@K#xdt=}jnot8igVa^4DHXUb zko4i0$~#ArTc_$6LH`tiAR0+C1jUWACj>=xqzQs{&)I^)ircy_nvWSblR^ z2J}~U4Bk$zwo>U)v^-n7gm<>2mRQzHba(KcK=@PrMYu6Km{d_l?v)V1=p*KeKi_o|NbQg6ATb*y}cetUx3j2?7rHJ?RVc;=E)noQ}A2eV+RwcJWFg5 z4vo&n?a3kBuG2;p3!AY|3j8hkr&%&+n7Gys@OQkz-#Vum0;3)XV({4*PQNkeE+!aR zf;FetiAI}s+Rn9?!;F0mxntL+%4Am_4GnUX_hVJ~lu<3NkYI2I+ zUImM`Z>fZFtdu7Q1Na5<_UZ8O@G91Q0`Heg%)d`wUplrGd}zW1MJGP^>JM=_m|S7HD_N4Zs zgCmj4|Eict8QP40}y{+d<8pNZg-TFQ(J37=j3i?yEcDypm2kdsTEX6Vt^mX1o#Ne=lOj z6Fl^chhNa_FCAj2aoFgIgrkP4NVxNA8w1!!Lo6b!`ZG#Um7-#RiLz=yxym9`gQS<7 zn77vp5s;80 z@YrqZQ3lKnil=nWy8_!rQ5_4R$kyni6h2{uj(R`=TCvK{1I}}z5ni}#zUSE=8kEf& zpi-%Hz%2;xn=v#JBD_VaN=bS8q9DD;Vyf+l^sYP`Ah0H(978ne$!7vJ1eUX&NH3~m zAuQRXcZ|12DvoVglI)v7lKatIkz8tL+az~2JS*T!j&)sL!H$)^`3i^hUk4O^R7 zy=~h83WME^t=od9`bM=gV71deQZCqmsZc5+bVE-B@;yUzmzJ|&dxFg78PUBNvUd1d zJc1n9cE*XGYZItiAx6dQu|Lr+^$1kGNHo?Bs@&743TE9=4RnvAhrq)S{fPNuriWoy z>y#v%s}{lM1Zzv~MN~>MmCrgu%FAjJYNkfBCy(O_D?PyRWCdKVIF2k&)E+sOAe4q8 zp0iFdI~nAaUd;7Q${k~zt0pHWhn2)WT&j$((XlkuH6b6WyARRNC(!){f3BS>Ek)Du-2wnu?{N`j*&AtkCyFBO35 zaW+OZV9&-*M$lN4!V#WX?0J1~IgB{&Nmv0JN2zPOiCxEVYI|X|+eIL?N^#2GkqI#4 zigs`HW-ht8Cdtt?PMtkOZk)JT z1$$}{3;lpcr<^WLo)PnBpCAiKgPqKupywDf?3+IvmVxS`u?RIfH$w2%0fNk+8T7Pd zj;T#7&(zV3c`F}2k}8!+1jy5DlMUFOnaVOS&0)I&`nL&y^bCC?f!^^*7tnvRiUn4# zm4y;Sd4!zgc)1gMX)0re=j?s?_F;!YR@EsjWQ)r40#}`?Lc+p+2%L*?Zc7@X4Hms@ z2B@U48E>D2_8|kV##k~bm{bWx7LE?O-U&?3%oZkRy20d2S80L6L!2{KDN$T78Dz(D z>0C0eLm{v|OQPsx3E@iFa&_1@V7d18)=RpsQ?jKV>JcEnzrP^AlC(i)U3W!*{C%Ra zu9ix)LRp>6%Fu6BjjhrP$bg{*@6~( zZR#488PdNh5b{t=#a*l=X1C{_2!zN{Xc5b42^rC2S&0ONEk|_Z*dEp6mKa`paVZa< z1i~pcOn5qy@ZqmtG=2F9Xm3(yE0)!yn+gOx{;9thG!*}i2n>ec(Fcpj$mJ@Qg)>G` zycqN?K$N^ifN}ZuN(nlSl%Vx%)&#oYNp~i;@ZJb~%0cQG`MenDib2TN`#2Y)`ualw zv98#;u}wrZ@B^!X_U%Xeu7bRzf{bw_oI(Opu5s)ya&bU*f}rmp-t}5KA#OsYK?|M| zkNB-U{2WpFs#TXMtE^YiI$f2M(5l0_;eEsV5Fw+9%_H`0eeH*w4<~)6xydlJ1fAaA z2z2+=Txs_uL4v2obgPqj0;Xm9&~j~Tk8YlRvoaX9xQ8THdt3e#Pgh$@ zx*BqBFzabgJG(`|Ng^f0T9h8P)=~rfs{-3^jH$Q_Y@5aHy%E@!qtFcH`2WY=mw?H2 zROiatHMYD68@yoCmJJ%onvo^pP1xqimI2w8Y-|}Dgwga&_ssNFPxrVNNduV05U`*F z0mdw0H+upY49`hO9`Ac3ybwZO@_-OXfCK{}K-dfpTX?+xoT|F_p1O5!-`lr)#t{4a ze0y}4sye4mojQ9ta3RJhKa;>`nNPg|2NdZVW7k={#LQf znH5dOEtD;@)^3h=1a|K3?+gamd52>LyJF{jx3)?_XRzc`bzz_XaR|Oeq}e|gxcJbZ zaPh7*xafnX+E$60n>JmE(_AXGcA3&03X^51|5Tu-K!tj$Wb%d&64vZu^B{-|n*>hA zfGb(=7JjKl$Ux;9j0XG^CGt_`c^}368R2LreHE4Qo!O#)k$~C=2U=~0F9n<6wwSfg zBs86i2ffEJYZ4B_gPuMxEK3nl_AXgj1dA(pek2O@J%PWkEid(b*>Ivz#=^HEcHvA&?~< zivL!nu&ykl=pTG+WOl=%GLiN=-irc&0=qO;93Pg@Y-5YZUf(F(c;mH&MjglHOoW=@ zD9QG02~C#lwfMxG1DA_pIDvK}yOw{_Ul?S$Lfo$i3Oqld%UsLleU9ZK;WNwSh5^iy zfKhha$5rNn@v#D-Iaish1ACQa;S&j(wrfA`s)gJH`4eZwwb}?irV{D*zhEBg2&t8a zReT@qg?JQ>wF?LOnQCatL}wCa&Xz=TnFDWr#05a@P)=vW0^vHC2E!y!CU z%%aN9R(4mM#Hq|v9OSrP3kjqKd+pgdR71LT_#FM$2m&QXs7yCSR*gWm8Bx+uwD#!Z z()A`e)p!EJylaLsXkMz)aLhgR^cBg8-T`-pk023^0Wxu zpYNEti=DCg&arf~$Pp?DSZU4Qsmv>#<0!NTbANyVR7o<4)8Z^Pn)F2$&JwZtd>{qo z+Z}XH(Ij9(1XTshNMN9O&4dGjkATX%1_8Q);_M*6$dHax@m3>Sogs>Abu<4f;+EE7cjNb}o{D;|>xicNT zhqB{$|I{SnyhjWIqDpTi)ITPg>3w7AFD#1PhDxX#S`hOfQ6R@|FOwAEIYEV0#)C_Dw*C1iP{0%%`5n1TUIBpP;qU0~r0Vqg*rF`JH)8a0CquyF5L%Ogp4 zpA(${3zlo+mM5YH&CVuHP2((b*d$fn5#%hgQsVz6%9*1mqB`ytvQ}tM4e-Lcjz$g% z-|9>mvRNW>fr6k&q~IE|ICr#hut}v|jFH_K-DAZ%j&Igk9m5VgJDhmAYG)^dj3Kz;8F$bZCbFnqpK#-9!eJ~B9($M zV2^>$;KGB=80-!@WV&>h5XWN1+HFRJC^mLtUFoF~lBI$#{s0Hl;uv;y;=1Nwp`;22 z2g||7&(nPT%A^Y7nroRwtfY-hUy4aQ@hg3`76#n?v(+duuN9p|xqIjT>@#dm=Ub>e z3ncHFEVn>=CUdo{$4?p~e-P|^*=vkz{1$=}ssjFP9fhb5>E6<&!$C)&eR8pJqi065 zlT@*2r23;=*QhQuNciGwMg@&zWo0KTmz5g{)LY0^?T-WwJ z$+sl_Z2pu&J`5P3YeMp@ln7F2d+pQtP>t_Gqy z$K*WlF;EOwd3z!{bFi^f0uYh9c*ou!%(m%3Z42Uwz|zwbI>@pX zHI{-}cn=b80(>!+2%5Mxlmuz6HRKvd%ygaXS|0|Jda7Kd$8SqOV#Hf96s$hew3?*w z12IQ)3C;H~M?u8YPaShau*A(#5}di_$Tg6dIa;TdRQUJ=gGN0=&R~*PCEzf!kU}NK zg~A-VFDB>>361wKLBS&WxnqI|lDG*j*jDqzoUKd2=fepT z7hSl)mS!kUFWk@rK^K3L(0mVc5iHzaI_QF6iKB}oICIg3Yaog)Vw&x_cDNLKLOYAU z69ah5NYvS-G$@i(w9Ut;4^*O86)&cTfvu-fgCfZ9`v=p?$?i{+f=s^DUor{A$EEj2 z_h5-f;LI)(<)|nwn4sgif<{R~-vTfTQk`twniX33ihyL3!M>zAku=*B7>zn9CPpGn zX-F%KbTC~AGWqGC$YlNbz@#OrMR019iCr#C(1`soOdu=1xXU# zPIc0KYqO$I!@hj$$Jq$&A#*=P(XAviduST_6{mN!J4{c|Dnx+rL8M~ z90xhx^mG$?YyyGvRAj_{>?p`MpgzQ8UE5!x3MT7@cSV=B#5Azlhn$Y>`ykUAVMgsv zr8?EU!G5CZF^0T`s^ps=&Z$(Io>~w{92*o8_c@SwtLQ9Su#&c11!?rI4xV9kkUk#& zudpb7lS}*^R!+016XQ3d)Zbw-adMlExHi(2`g?vtlUep0{>%(SJr*}P zmVyM>Y*)6&LcS%@(!<6PusGL{S^{A?SEs83dv#`kAR!Rg#RzP6ZFkiL`+n z!kus|12Q%cD?L$cQ|Trgbqyhk6NNX!C)ccVHA2=91Cy5uZ<;{N6cu%v8?{TgcmDae z95K=+{67S#NV<&ZI*&_-Qn^CXek7L5CliL%!*U5UoyL!&%SGZqZz7gXDBqEIvbka= zr?+cB-PUg>M=?KPxysRwn65APce;WNw&j?v2zJtkjBdD5)$;SJV=;4xujHrHgVbLM zoP4jpI0-_G?l^sA#DMu7(OHz^cX}yOCrG821_VBSDTXLlP!CHwppjSaOo5L+=$Y51 zt3#JA1lI6K?Ztguy0#_nKH;C^jdBrbKU~I6OlV$!Z59VgI}Q_gpFu*T{jy%v6Ox2km>qPa_+NGs}`^W_Hvhl94{1|<(zw02ffezxnvD9 zLHp*|Hx;;6A(f`qg3xQYkJ{hTeIl@Zy+A-8vHe;Hw)cq6a$?)nfsO4fydpuPb}j0z z8+D&bjtLgur#1xzcw$oeNCB^RP=Jj!dxAQTBNrfY^$g*UfSrxhb%o{;CVcR|M#KcM zfxbg==U~MUA2c7D7L`#cK*KG~&Q;P&2<$(rMW??VEaImH)O2OqFHNUtc2 zTg13&)6P=KP%|o26OCWLbKg_Unkd)kToPSRtF9N2dEYl58(%C{Rq#d4ROJ6<0g0TK z2>CzKJyuEfaW4sS_(npvxyb#G9ON!xG~|AXBKKYpEI^U1OAO|sY!@hB5_ro=*{%+H zr|d^wsS8va9*JrvA~lEOt5>SGBoAKkF9~LqcdQaMPCCbi+Lx3ko`^YGo6tcna{FTk zxk+dYx!E34`Bopv#xsMXo0Sd)W0eFvD)1{OGr~nri-l5>bHaOqxGzlTJQs2QiG#Q$q=vZL zi!(a{4RU014s!8f7aGnJIM2DDTpjejpw9CP?pEtfs0@e6XlAX!BqP*=b^R%8XG)G(1?~FYx}b^|iHVX_(E|+!_U}J)&~OBkR#x^c zw^D$KIye8qFg&v zY1C^};-_$^*x(Z&xs{88R_&=N??^yLWGh-1C41AQ znhDnn0{efM&|MD;Jg~`pl5if(17n|HGh5SUrJAN&o#|1Oh0#Zxa;`CJih12BLPPVb zP!6Xzi(HnAy~ugZ*_I%Izv?du1U&vP9VGC-nFM;EtRS}B)$E@u%DNtDHyd9#fBXEf z_Y+jj^k*ru;D^(4YKivrp9u{A%b+m)DF=qXk{`paX0u}Wq{#keP^p=r(@OHw1WZM^ z-%7Q0nsyb(GdINq{5ql89%wP(a)0HR0D{4AIol$V1Ya)JIO@>7DV*{qas4rOn2 z5o*jFYT8&UK9StN@U;wvw38wdl<7%Pi{rTp9WmbW~G5G8TA@7o0>*e>CYt#X(Y^Ogh4kF{Pd2_%4Qo8U`OV?&wUuE^Bx72qjLg%f=bCa)8#<5f};V{d6O2jWpUdj&IXO zEk{_}X&lyu@G-m^wzH=QWOD^{*@0}4k)5W85~|-Hm-J^|HH;dzx8T*}7&}+0TaFaJ zN2_v4oOkFa98PMBq1-2uUllyzTm9t;L8RShzY;amd_!~w?qHkCox$pg*-{i#L}NGa;YOuZwkjqiy(r*Yc7MFm)We<<*m%B?20pv)k)!;T*cTno6*S6- zdlGDahO=1G~bNpaJ_~m;kmc6alPzb{qjjHmgU6lGXKuBUD^(U6BZJ^|m@DE<_$m z&FG$$?qJ&XmK7P`iT=?u!Or+@lwCqa_V@Bn=cM5Hnc$V=&C_-GMvfzBUKBYbhGJgJ z@dwaE-q!<<|Ke(Ow$-)8@xllqcM%Y?r#Qh3_U3L!*qj&XEq-)zDQEgptk|dZX~p(% zug+ivqqko1$EOnz`sn0$OMnEdcGpSg4o+%e=eu%Df?fjO)D5&bs21QjD z_Ci&UC#upa9BXLfWmGoyH8e~h=903zIF?$)c3F$CwqLU2$JAN)q!iixlr9n$3k%14Sbkm-4CkV&I3hK9F~@v<9J3K0GU*&L_2 z(c+yc&LLe6HG(KDj@}(3wy576Lpi8Pa#1*|%U3cmY^lYnvNRy(M7KJBG%_#)b%*!pMl$>iCw9>L-JMis}!m zeCXC6gWo^Eq5@Qan1C>;PdWp{{4P|KeaFyEXbk)bQH1nSNDiQX z@&=@-xuDOup`L?aNn{dWn2mxHZUs089Rl{5pq~JI0|QGA8qNZ`9xd#g#A#25i;YrK zfxxx5_|z^;0!+;{nkgC#6H0*EF@qOOuaR-+Ta6q*NFV90{1l3iEZ3SwS+A*S9);1@ zqLGh|^)W#Y+Eje^ZLJOHae_d-rFpDwQXT?J8mp zJ_R$r_gA>+!1h&Ciay}T90ahtn=tUf-z;I(pjpRzz4)OpddUbT6Nu9-K6L+LV`^bO z{aA7_rEB9CiXA+#g%1c!uUwcJR=CRiwO|y_O_+-wgr9&>To(_&%_vUMVvN+2B$P4l zgqg<6@-PjrOo&LsFP_?sUle)84N|)^sL@OODgEkDE{!)NkVfQi!{a5hHzQOeYCjYd z`1XWudZ55SFx}^%K!VAL-)nqrIX&FDSb}RnF>=bzzNzm#19z=ha?BF?uhWNy#q9k_ ze`hb?A5U}4o<#+d z>l$43zEzolNtJAqY_l_#MOPeJx=+NEes54y+9>rfrKd7OH)hG$IgNiUJgL82s7bx! z<*6t2**kqNhBAe!ge*0GrR_7-Swg&+($QHYI$(qPkB{8E#z3$la?jcJ7+XK{AA0uR>J3h}fFnbTRJLo(n z;IShVg*P%&oEQNc83`f}WpLuz!3ShwrNBLW!ZzjLljLAUSNMz_tQZ;SMn7y)?+)-r znS=xyZ!oM#kmsf#o-+8>WGE2J6yGL}eb4xJLP8qvS>^tvV3aZf zzg0yycJek*@1@SwUhqo2KmjA|S*C970Y$5-Y%KQTM)|gO1=V0w_>1nlIDrt7T1)#= zS#GP=rz$n&RBcw^bcg4=fkHCnLa|UQ9}aeFqD58AeFDX3YE#yh{aXi}prqTxsj8_s2qayg=mP`YMst2M%`*6 zD#R4Aq>f7b^pt`im;l*zK~L&6OuzmJ|3-OY{;~u*A}=<5#A`9|!E+m`h|$bu4#$9q zH>X59g#IDjt%*=UmJg|e395>w#@Z}5o2Xkvo*@-s0fj=}Qc4BlFhI|U)tIi}gy-2h zPK;N>r?5h!Xf(C8Zuq7z{`GcbLZ}dXx7lkMtTnX`bbhY`10(G(p=F<;$8AO%&)am5*#3El|j1 zyy+N`pcG8?8Bn@J-h-vL-DNb0TlE3@YU{ zR4TTL(3REt<4_~;`8q{6(fT#-fwv-MRK28oL^^4yGJyh~v~pM#Q_}=6Dg`gO0b}l4$6`MYF^E5UgT5rw5 zOl4}iMIs4K6~fw?X=7uc3i|v|1;-YKX|<>qNkGDDU>hbdtx}^p{Pf8#tja49WJvoD z9p8v1YEv6kG%oXjb^{9x$2(GSJre^+%BtFKDBO$|cC(E2$wC~(^;TN6@$!PlZdEs| zgZE5-K`IsUw+AdiJ0I-R`i_)c`!~k|wQ0vD&dw=XFWWYvc7PGy7a}^?Bef0&jYGW$ zK2I7)*MnajYCuHs8HC35z?-5{W2EEs8rSh!n8 zt@~~dv(em7I0|GkI(NI=C>2Lb2e)hlN1mu+CP=6nZ&#`<2x3@uvvVZVT&>(Cg}vHR zOad0^0MK%kZVbhgRO3*Dv<^!)q&plHPok8)oNoyX{;*FNRN~3WMm!0F9+f>#c3}74 z#XyYgar2q%d)0 z+DyTwfyjN>HSj(Q+4SwEO)A!H*Ul$z+63Ja77cvVs?^#LrQzSGD}i0vHwsPU_e2g6 zSr;9Rl$qCjGi-5_$cxyaPqg7M^sD$u^s$(ylM=e>VYvrZ~j^4v6N&w-#d z{)9=)gzgKJoU`~S*^rj7#K0wbCE4U!bFR7Uw&rd*6KeMr(6fjY zY3in$<72pp)G_QlF4m1_iV(T+zZ!;Wl25uIYtrUIvv`PD0(C+xL?6~p!{(eldZx?@ zD6~BZTLO$t)CQlVakx0gDR>&dQot2>oj#1NuILi9{)GN6(m=mF)xo#A(Ryc!Na+3- zyaA$NxjKog=H^7B!bWy7rXMCV4t_}}1Xa%{xe>cY3A$b#;t1JrVCdvEVHu&qyM7=l zYJ1Gp{p(ip*WC%&jY>siHj}JX*>S{#JvE`pEE`QGspxdaWJ=h~CS=#om2dTtm%4^z z)0fSxJ8QKLx_yL%--zycyw*LTd+FziKEA76ijl4QMaHmByB4{Ao6e;uYSC@Db37u1 zwt2-P2P#uFm{;dJ$Isx{q0o)8DgJV@34VDTmv{49N*wZ@bsKmNltY=_l6P5d$t*;K z+Inogo#*yCC$}0%kgjsP$^mG4Q!x5AsknD%MXL^5==?QHIz#52atZ%z>w0{vOZ5p9 z!@^0h{o=_dE2j75sSKdnx|mb!e5|8NU58`p1csQw{_*r;*fIg-AQ^b?E-ma&6vw z1^(LWy^^oLhbxMqzY0IzGgjd8YQFs%zRvUYF225&udn0l>-qWyT-EgcKL7iTxWbA2 zX8hdgy#-g`AXcw9f)>nJHb5bzy8K^d` za&+k4A3q5Qc@S6uz^b;*C3+W8qkeCiQ9C+vj@x@TS_==c?fp|Ml3$B=oglmi58B>8 z^M~Ho)X&#dGu|9^(4xye(wm=3m$!czm$%U6QD4O6WV$r|5tlk$-arptOP6aY*Ks#p zhQ5N!D!RPytGK+IE?@f^E?=d~?R4Vcv+43B`sWwuvWq_3NtbJ>%iVPOUv&96UFtNT zDi8acp@AOdK_2A+9_7Iu<$)dLK^^4*9p%9s<$)aKK^)})9OcfBa>sZRy&UBZk8)>6 z+upZyM~n>K7Z@2F!NSOR2Ze1gGCoUxF*42|+%PiQgd0W%mkMKKe2%ch$XH9bVPtSw zPDTcwkIl&7!lH}}E`-O(;1C~12HR>086NGJZSUJ^2EVI*zK0)>;t$l%kJQhP)z5?K z=cnrD=lH?m{ssLk@qURP?^n3o4)VQW-a7{2Eof(%`dNXWz1~XokJbDSKNiMYgMZ&X zkJW$Y3bgSfTtaI*I20ni74_sBv40kBLY_Qa3Pm`|+l{6rTe)8mvexGaMLf#Cp}#0I z%Mod?7PkTC3F_x0_45eza|-`x8{Vn-2L~#cUAS|>7UTsrnp;Z6TBTf_ZOqlSJbCxN zEov{{f<3Xh1=>}sz6G03?Ld2Wv@$zaL-Y-A+Axp z>59UYMVy{kDmDT$Fcin5vU>l3lCt{!0-bWQBNfC} zT{_+>iP@1$%Ns6#QPczf+EBq zb4AO+EqmrOEl~K50ORL<2jlD$a)QCT<>mP(GXoL47|0IsrOt6-qL#9Ud?fIA+`j_q zJ}?#UH5g83lQC;|UrNT#Ni+vP>K>rM$=;{(0961w5HrmK3|Lu zD8l5@?*XS@Q3m(t2q%Otp-4C4Ni;i@la=(Mn7ZLUO0}GVRL~8XgGKc0kex zroE@{V02;H-N9gva?@aFPOMhPP<-hv7ni!?O_^6~4Iyn@ooou$9IUnyDqA&RsH8Mp zFedz4nVy;~P$5JMr5Yz z``x=-gp&zG=6&NNv1tav{I}(U&dDx_B%^k}A}0N|gt5e|TO2)yp?DwOy<|z*J82~g z^DgoI7xWhIlC@|ja;?Vnf|z+-^>3%ju$9kzO#a76K7fQ3lsCK9d%aW zUwqgFkGOLz{#iaUi&IrAt@%6k&a!5m+2XH?(5jrRxGi43B^hh3#Snir9U-Vqldb2MMMR(yG(#Q6lTJ(ShRKh8D1?dSx7V@uiWtGHV1sO=*l6l{DSnh^;!xct$gQr zvtETotZ+pc0RlCs!RrI*<$5aqx0U4#{&O1~xxnWn5+FUGMWOc*ChmX1n-Xzx{|nx10Nh+yENn$6rtH1MsCcJ zSqe%b3m3QuOKR{XgV}&BweTA83Ft$V4XYaKS}1Co7YEqgwJ+VT*T0C zCtkYo(apq2BmC2{XMD9!D>q`#DC;E9c>1-MM`s(h6P9!;wGoyZMp$kbVYxv|JtM6; zxgl#vw;I7#3O}|mK6kd$mPE9iMfT_>9YyziTRMusa&l;pQIT!fyNNsoPs7E?-5vhI zwkrd^WWmiiwF5M>z1}ynh4TW}uIy&551iWE-Z*)8llWI(Jl0;D zTI!>_+Pi}qBtNzHV!Duz+ItCI*g?(r$U*HLr3-ndy_eI4{L$X;(xspNXvSpVkM`a~ z9i(F*V_B5D`WU#m;)+29`(F9QPyKUs;b4#80Ko#oT5nd*FJ z&5@bv4h{^*SIEzVC-qQSJ2^Vb8pXpZ6r(fJ-O0-6G|p9ajbKY*dGm=Fyz5qpr0kWk-Al&0$qc*;A!5Yey&qLPgOrR@{f{05N=gzRpIYuP>fUM z8F)hhwV(dt-BAN&dydc3LnmRFoLswDMNWT==1rZyJ zX2h^^BVo-f4ui${IJ46l5yrlg9uc?Pv~a}YVWUWx<09FE&`l0PV2-ZfcwJGQg9Ozu4!w%S2t}!lL<=RC~ z`UQE$DIb4-;G+*`SzW7i4D0JQIoQj!DdZ$iZ&7L16Kxd5uTicv4*(9b*5UdH5Jx9Q zfW?&BYW$#skh!90OgC)nAk$4aJQu2q{VhSR^&YJTapJCT|7HX>%7-c_a)Eb|?QQVQ zSzweqN=+acq)e6*pdJ{fiU>6vAJZfeUnQHUm&h=Psv6ZQO%2^5i@6^iyq^x}rBV!- zB?J?jtPfKOOMr6yt|tM99DxCl;2N7~0dM;#2w$BA&e;s^!|Zbxs!u6uiMi z3d~c7nNasLUf2Hxxk?6dN$n9E&Bm!DVP*YTP})7&DQ&p3{0J5tq_dehoTpy)62z00 z732}suq;``dVjPtkC!M>9)&AqVi2+3wBsco54qJ|wF1i_aI5_(tqzx4t#cgW=g1Uz zfFaGcGM?0@eM8KXG1u{x>^G-8Ic?1~ zA_rBH;Zvv}N|4Aw32bN+kKxAmWnaCEZ%mB>$u9mOx&nOrd1U)dSKH;E6PnDjp448^ zLzG#tcU&0Rb|t)K+r`S8SBd?4C5aE^kheQy}E#HIr z?OLj@N`56^lDHJ>3qhekRMeq#T#m#;$*SqfB&lRnm9R;!D%8CgEfn^`Y69)TKaDi> zlyslzHrhbsUKu|vl+PfYg?dD9thnG6KSh{I531^%C|@slP{OcI zv`!giLC84R z1Ki31q5JgChuxP}l&E~!`pM#WVG;q8;It$*AckOO27B+w_}qHz*p=eQbfttcT$inH zHQMF%mtVT2a(Q8A3#rXG(3cZhRc>n3r*uireaO|2qaCq&p4O+;6U31{jil6@>2eD$ zI=tiQ^lx^!`c?|6_RS=8gBSv4>?82og>#0M6M7~1>Xv|{ESix_CJT-C6B3RkJ5ErB z7_$Ujj=6`$UL`E^x-dat!MeCkpa)pC{8zV}j9qmP6{Li?NOpo&xrkD65Jrt#0fD0M zGQgx?Dsb}4G&}+3;P6>gSSCjdN+{#VU=+7O(dI^7i>5QEw>?>*=Uhw~k}b8*mVflc z5ob+gOCsPNC%sV05g83idEjPx=&7@8= zC(jBD5*&iYCKXt-(I6!NzyT82Hqcz9q1_x5Tg&pScG#dy1R!FO)V5bVXAyBEch%>K z8I{BnSwnuBrBJ~AyMiiTlF)F!R}ymo2PF0;V)KMF!KHWg8;;Hj)afW6nRm0dw4g9k zc-=#l+65&zCdN0i^}wH=%O}<)A9a3-Mu!2IMwrbDog!zzF*Xo2h6oZ|$TQ-_aN!v0X8R?IG_;T6) z_XMhp2*YP24Ayk6{D_Hfib?$+2?NNoyp@@A#0bo(Fcy`Lry`Uf5!4>fMQG9H?-k%@ z^OR`$cMYNeS_dkv@{IP9Mtix(>LoqV?%9XU5s?M3$zV_0uOpyMt)C*K%YaH}IU0L( zc8=m3m_&7?6KcYbQpAr3l;F;x`gH%ua|K4Iy?# zN|XqvBSa{Xk&_6c&3{RN-U|_WU!*2j*o!vbJM|sjQ-&?GQZC$FtTv~KT{52x#k5?B zW0)aMRbl8vxIRpzP2^K5HWd&iOsv$(VQOS_3RcSY_-LiRh1(i2EsXdrL^$a>F$@P6 zUHWZ6pVp*sUIrK>5oh{R5cg2R0J9VK#fG@EA~s6vl?bg%T;`?V%6G&l)i;}%x7Ta~S2s>NCTwGInCGDNzx2PmrE0Ge_rM&i z*4;|iS&1M>5V=OyDw4P%RU<-qcyDJNOD5U_iXaD6W}1HqlDAI`-=~NIzI#gOuIC>< z%a0xrdIT|?0}T1Wqe2hp+!;&=Om*m=x;Z=a5a-X#9)RR@0Qb0nA}jiMt=u_Imv!gz zyEJg`SwzQUbQz~hi7u0LnZ~8uSv^xcQYz23rsuEzHU2|@c9CnZBGmdR?4ukV9i8tC zA+p*$@M`$5vwW&rAD=(kS*Z+(^LKXE>aO*Tqn*{Y_RKidJy0beDLNVczv`UHSnsSt zOnM7dsdV`~-?E1CVm$fRp`%#QqH}`&dW0O3;3dcya)lpxR}!#9{oV}yMWfebznWZ= z1Z7c%JaB=WpFYk-1x$2;{wOG~=G9KJZ>nP5dq{Wv_}W z&n83MIaBLk?gZ?4uTEe79$jW}IqKbp>z!VM|8C-n1gI9>(wwY~zgf5rOdMvyo`*-V z6Xwm~X}US0!RX#@r`{Z_z!L8V$rd8Bv$t~wPmU7Qx4_p-p7H~nVGe442`Ev`iuXt4p|TfJRk~GcxD)zV z>}a9oybB||<`_N3s|a_zdqqQ?KP(BG%L!*8S+ zwKMO~F>ddEqD$XX*B(#GJNzu(b>!BU0A}eg-lZ2c2rqIGp_zuR# zW|B4Z7tO0Lk_A?XwYc45HP*|!CkpCq{`~U~sK3-kZ!!m2HaSiVGwPh|{G*O?g*Hv0 zXIM5dN%YfaUYak8IHiZe>~xQ;LXhh;B%G)+7A9HB90o-P_L+Ov;*d`>wc3X; zxiFAQ)9+aV|B_6UIpLV0tY0)21DAsMlb{Nut<=Q739CekNM{n-(h=}0VR#3<5zPfL zsu6-6EnJ60JR&`h%22`@G+Njnjk=_!MgwE3T2>J+fF)ON(Uj`+3tZCk@FZD0K8cWQ zAHt(zATujMQC{p@Vy-Vu=r{|bQx#&LV9c#Opw?JigOah2)g@yCa*=2XOVmA3W3>4Q zJMC(2O5N=rP{m}{6HI1s09B;h^r2UqcB|5iWCk4ugKW464~n5$8^P11-@UU8Ba^eicLbW72@Pgh zmm1B}J`XmLe*v21*nwsav{-{ z@um`Ma>jFQlF9A_K)*l5IyX19f8Nn4;}5KP6rXSG+h(fiie2apd7aiu5u| zs1a1*C%;Q=10{q&dW6%*7>^Lc2JsGV7b@8dnHwqaCWn;6$MpLgvqs@R*q6iScJh)# zG6qg{Q35+9VkoH-foCv3+XCL{@jyx7CZTBvW%!5bC=Vn$5K$_vr$c z!HSd+m=$?~HHSH%PQ!uzc(LJqjG<37h{jE^9WXn?pG8JlvegL&`Q{z*Iml(tTvf^sE>q$V_MVo+V=U# zxgj_=T^q@Kg7(AN9~1-{b|uK}{|-1Rx~p3c)y5Ctv|x3%+u!3oE&Y4}e@Yi~z-u2! z*X^+PGc?jUsa2dh&?wI!c6tQ)ggEhZ9u7g=gZI(DV=4^FN`f6Rx?fRiLlZb<@&K|K z5gU8Wiq25^NO=P3eQmgcuQ{f(mY-5?B1Nh3(RQnmBiJgAqukP+oi)uW9c~WKFdlV= z_+JOOSoidfW@kAD#UA9&T5Gt+ilO49ePmeJ97DDj8`jkQv+!pM5hZwkQ zx(BiB-c>+4ZL}G%bW(&Yb3lK*Bxs2P`=P+ZwTq95;|LRG^<_Xp9{KE9eF8hReC8nL zKFDV?eFvk9eAXQdme0lq&q6a0imkpKbGBR{__tUSFX$6iZ8J&+?r>WC_8^Apn2)~5 zoz9^~HtkpeGxkA5@;tk{KroX)puNskUw@nyipLy zV5Cmf9s7oZ4fplwIv%{-xk}2NOC55j_h=0EPVY=yZ=d%bgCB^PUID)d8SAfr>BLop zT5S>Y!JSG#BjIao1f|N!3SNfww_2P+xmofELB8`1V@fM3R3=sV5VCHW0}BEx7c!D@ z7gd^6H{V&H&`_i5+kO5E$u|JeIYVyK-aZ8_ygKHxI1g>_-49}2fuZ! zkz2>IMcz7GxQbA(y>(oas-*pg^ghK? z>EX$7?c%sU<$>k5sI*9fj=&3bMuITa520{BGL3S|P}Ltnv07=NdL9l4F3uLmEBF@= zk-j3KmQJ7aU75r9oB8boYMjvNa~z3*Ay?@eSd#!5W$Zzm9(5p1%i<}W+Kj_uyM+TV zk$;QX3F!n>0MSR3z)8WkfKbUjJ`OPaoUueYMo4v-gC~2kh=gC3*!gH=oUj$V&@9t= z0WGSh2!(=zFv}%?=LlI-2RUjmMYmmp*=8A+IM`{TiGw!CYhb60h|sok40I#mZZ-}L z?N%q8sR=?LDZBasjyTissw41LKrcbAl`4nNH%2gztO$jhWIMb-2WS8xdxa@f#6`-p zrUzx$-!U{aHa0dC78utn!1luwU#{M|o}Uk0*FexJa7p%kG*^u5(z+qJ6FHhPO3$$O zpNLNm71HQD!m;$t+iK@`z9DwEPSO0KNk~m&A*$8biNWH|KBEQ z&|2$fB?BvG=RFClGqUK@gd*IN&|t3R{!fnOPNO%={m+tP03X@{efmkswPaj4j9D`C z4@C{bPZ;JV858sPT?yvhq^(r*|fFGL9dRaK_s4tpYB((kNuQ(Rh zU-IJWVa*0cLszpg^!B{P)g2`{EcRdoZT(B1XiEns1hezcj!Dd><^wT>zZ%pOelz_PTE_C^N$mD= zcp8uW-hxcyx2$Q5*$9U_Yfy>`ImJ{g3dgphh!^FWpbX7P2-QOhw(BI|&l4>%iAaNR zNW1n8Cec*F4iqy^ctJAVNWGzB3g{o2TT`?s%9_qrP-jFQiM}cL(oV`#->OJc{jF>0 zH`CB*aHs?y8ZHA9$rc`nFuQEZya$F*tskW)N>NxpE z)gNz8G%B;L!mv3wOxaY)ysexD6&^ryqaSvHBXn>=P6h4`QmH4~6lwxfI2CMbl6hjH z+UDqI6a#OTtB1)agWRv-t6ox4?CNQ6nTdzY9`X>rX}?fcq< zhObO$}BthKi)nxVswc3%iY3hCN?>i)2LQhjc!Xo@feiLb5FfRwJ{R!(_dRunp z)wzFXwSu*doJ-%;h%}3_*%Fc%uzbNQO5~I(mf#G6A2Z-M;C5g&O)!rtok^flGn#X? zR`Ce4jp78(=jMhfkJI=f$rFf|!NYbU*Mt12=monfDnNsgDUT~fT@c&jL4XCSmJnNq zz&Lmdt)`6Mk$tT6+=oNg(Y9I78XscG7g`BKAF+`b8)$dK=yMaA&B7HT0mmyG(=A~z zHWM5v+_a7qmM>aN(2l8II*Y=D>Kqp3)}kANreCr6K;Ak~dX?ZNV$Wu{SyD^i)+aos z-a;IZ^k)mXr|*z-*+No5!duAt?yM)nbZ1{IpXd{6a&Uz0Bj{(n!`@!;e8PL%O|D;7Dv&xI>{wb;wCbD|>Mz*rM8(FAX3`oFG4`yE`OsACQ%byAirt2~XWa(dX2eAd z{Z!(3vUXY1f=aZUhB1y|-j4d-CH$g7bD4kIdUKk@zq~12_IlHNt&@}?*?fHtJy_~Jmwr}wx2vD$@uTPS z^#!=z>AetF?+&`Wh%PUt%kR+TC3JbIe~+rldPnK>=>9XPjODBO_G|b$&)2*7`dYrej<2uh>l<)YGFMPU)_W7(OkGFTdk4M#PHyg9 z^ydT(;obP_n$^=|N4@vZz4y}PeYo7|{Q>=1rFZ@ie;xJS&({y&3gmu}|8Wnl-ZSZy z5AnZ0jO(4=z5I7$82~5K0{*qv`zWq3xZZ~!kU_MntM@TH35U%s+kOcuL4@@Qz7uBi z7k_W}8*EEW5I=%erukJ+ZB0kthWDa`<#rD9!7#U5f(sn`q9v$Is} zRd^6rD)w=B=AA>A4d27%T)Lb^|2%^~`X->IB}}g!V$2Y&4pdyF-;iSBZG;r&tOw~Y z+SPsYPQ;9`#&6uTtrYCgeW7R1B{ZJLm|%8@&K2pa&~7zVXsH;KZ! z#JSh{c6l>A@1+Dk%Vjlz3Cw$X-^1G7VT-#&y!A{V|5c((IkP<=KY-2@iVvWBh3E>< z#Y*|H4{Y)O#(_)!1L+~WE4&L>=~?(sSA~eDfc1@UGo7mnktqQhP{3Q$ zb*shyK2;oADn)%q#Ua0pP)Ae^DmF7#4T=IBA$coDr}I_cZW}0|zsYuL4Mo&SZKoNW zbo2C_P`aNed6wh3;9GwyNU1-3ie#;c2nV4`8R07l zGZK*zx?A7Bnb2GuyK*UZwn1^vE*)zSuq7HfCYa$|NQ-+S#`0L)f7&P9rM9?h4BBH( zmVlFhjga`r(z<&W)>A);00HQ=n3mX_tyoD z?dk7Y2{e^)ePm>SgR4bXj=ld$XYap3Kt^FnMFWtp|K2)WnL#>rbIbW#4=_Fs1ZrjT z(3F4tviEg4wViX*wC)Q`>F3}3K05N=N!ElP(qBaa^hfv$1&`>AQ-0L+8mGb>b7tb$ zO&s=5s2SER%%SZ88uwdh%)-t!M+-PXwE1qcbjy0gu%M>x?aWUtf*3iO5~I-&jerQL%Bif)w$8a zZWLo`OyQ8@XT#sbk8xT|9VL>+QMr{OPO9yh8r)52qk$Tpn<)^aewZRwC|MqFHe0AV zUO0p!D(g7ql?t9BPkfS_+Uyq&RYySL>lX6Y(FR(ZK-9@py+L{3_`2FItG3y)t|4o} zsu93zN0KbvX+>4sCT3Ae+7Y=fWaANQJ#=3z>bZo*dmtA-!F11LWKl~vw7hrADWH*u z$$|*pCJQl75_yscV)o)xeqzTwMV58?4d|>Z5zxu;w}|3IntlUS#o|q!k8r##Rhsz( z>da00Z%Sx959x<0AqK2iLK2l`QV3=KhUx6!RRWsmmU+uDlnhOL2QI<_iVaVgsX|rc zGK$CHIBn)|<=fg+hNE1YLXCvs%4m6XGX?0iP)>u`qfe>D8LA*nJWplWL`Rw;wSIG9{Z5pBs?i@;)N8eJb^WbFBogDDZQC{%wqLNhaKXj54&ihD zY^GQ()4S$(vdn+M)gJasKhy@NW?or?e+HuO*kp&pe^jKb(le`ZZ-&;D95c)3kH`iCIPwEq3&1h;8iS^$ zqO|~}I|9(BEIy#8#;q$k(!@Eog~BXC?lby?g49B;1Co9Sxs|@d(M8Bj0S61Y+k0S- z3pDr7?K{r8C^#u_X47(lv+b@uOQ3z@KZ=KAq2lFz2Pi)g*y_k~+V~`6Qnv(W`u#pZ zGT?p2Ub!}~%dopkSow|s_5F(vYTDhVE4YwgEO6Es(qi6|gk9p)igFni3bR4YWq6g{4VoceABY|C{0G zY@pS4|NFN59|K(pg&BnW&! znq5%*JP?<^kgntYYIZ|XvvZZv@1#EY&#eSzJmxP{7(T#_y{hbG+j+FHT;piO#t1tZ zMoK1H*iUycVF3Qyg}@~de%lo}@7G0fTH15?M;;Rxy_?V{c7o{4=zl91M7gQRH@m2S$Az&Yw=4NbK>k=U z7}>?ZA-BmjlVit)+T#Q?K&@>Q`Lypw6HXPfe(0DXs)kURsZ@(7jZhC9KX~28@7x%d zaW9M=EYFQ0LsR+S!_RRLH;$=L77u0N;H?GjZB%Ees{3Q?@g7t6=xj|`NXE!mgC^nh z87np#MKr&eYB|iX?L^y3Hn3yecF!Cef=p7;B?2jOiX(=EtY-C{361BXAFi1l1iA7a zBq1>?=iD^2mjfk3!NkjD6@DNV)s2gfl$DA^bAY`J)GguVI|9)1;sd(IUw}Da4bP-7 z?uQ=;$PX_*KKCF*+Y=Ss8PH%%^v~q`#dtDFGh9A+#wY<1FWh~(BC?ajFK28L^ zb`C!Y8~F^y##L&xi>ouLae_)%R$%^R4wOL!x5EA>m&*s6c%Of79X3U34<9}}I;9`+ z?bBQir z_bW99LO;P`1eTK`Q=S3t7t4c_I%@^B$n|VJ6D#HGeS%(9Qa(Q`k(!X)yG&WltGi+C z7^@mg5_RNS>aKx&lBcf+s(3tDg0k31ZV}=o>_VsNo}iC7GE5cD=tbSlY3{PAKl)3B*bQrjM2V{5(%8mw0cB$2I{1o(I z*7g_ZKQcoW3NSzNzhHVCI=@g*(JQ#KZ5!RD7?h!{_=96v@Vos2|2AGwfi1Xm!Nmof zQcG{k`5tIbg2ikg1Tu9?^v2HNu=mZA@yRiW=r?6oWLkP>b+uTVYQr)+?|qkEO%t6G zkkYvrP;BSU5a7<583f-Sppf?Y&JabeZ^6o{)C~Lj0u6%6^z2w*|0oK!7cpN;1QrLJ%mdc_o`tGCfvjM!G|=2(&cL5;;tUNy1Q+g zeTUX)a1Vd!X07(O;zm+b^*1q->ssC7M^9#BS|^i|sp#$pm-tm%$p* zDdu?#Pc;2O#4Xs-!!-Xe&4X}%>uFwWj5}lZiWmt~ZH%2Y#Pe`y$xJn-%zo-{oy)V1 zp!@E~gWJM`)8PqeHpeWIdS|FMen96l%zLLmN(gu45H!@zd=|m##|y^q|3AQ9UUb7L zI{pdXOVzP0K*qq@U(e<7(sSuN4EX=SrFy6LYg~~^c??vW=^f4fI4Px|=TdwePMMo` z)9Ij1B;OWGIODsFqSp1v)?qkAkSs_sqjXSekmsVUD3k1@BvAp!p0<(WSgqF&lH4$#5VH_RAe_>mI z&QPxGQN-<+M^#-o-wNa}K8|5Zd{gkX|4HNLEmlGoyD|o&%Lg<0XBbdy=T4TIUYGxq ztiZba6Hj`+vR;0rNr$Txx^J$$2N&Bh`5rbw(;P^6&D(8#%!aZbB1r8XpSH( zDR8|YDk&0D6?&Nie0)ERdO10w$`#^bM^r_Irvq6y%xi>2Cmi`M3Y*x6W0}wwmZe<6 zR@d^z(W)eo$}Dd~?Tt_k+I|#-xqAKoH0P}Zj5gA7`i%Ucovl`*GTv@s9;FK@^gwXM z6Mh_4EpkhHLDu@Ve~m(RoaoFU?Y$jIQxp2=7TVv(n$yMEGGgZpSQODzD&y3b87e?e zulS`!OiETb)g1X;C=JpmqtXbK|0uNDvtc>hWVoxs9wcf|br7a<9jR0pR`o*kKLf|4 z_5+?^4OqIt&J^%UM*x zJDP1mav&vZFxN$kj~v^}CsAk-fn`7MWXX`)-6vR6n_L`_1c?WHx*rI{hA1IV#!rvA zrSFh*Nsmbd36uJD{pKHHEjz~1p9BWiT8?nvI5|Cot9Es1a@4`Mg4+sQB^MsXG%tXz zbi?Dp$JnFQ5_AkO*d{z%w$}0K z{WaL0EDg3Rqo=#LO|uybK40wuIKtHIc=^xnMBc?=OROxBk%)3K!gA%IO8Kx7DY>8` zy}|X4sEU9Nfj5EjzA<8qiy$H59>MacPFFG~2~vDi5HF_=m}hC#G;OsU6q!Tey7E-H zfuQ+ny@)Dvh`-ZjuVEC;gTxwNiCCCJedLG0XPFlz%AG z&VC*(43FtQQQ8yryT;3f@)3?rMa_dM3M)58eXUlTTTgZkR*G_ML0Xn*W6Qc}ZLYT` zG#W>{sU+Py-WQd0B?Ly&T~3-n4p5B*FWds=reK4wTzp_picnh)$d?ZLWTed3bVES= z_Qi+zTwXg}mXaK`q?0a`o>gi2$l{~KRZk!j%qtapkDG1<`ix2HG@WUMQYrvAr zTO&Zg`VWf_>*)y$UyL@O66YmbkkUe~UB$(N>|Mp~ zpfgl7Uc_kdqrLA7gph1BF)aok zFJF|a_?`r^%e{&HQ9|RnHnF>Z8bzgqBwkpHq}uY+aspb?)L#okNxl)GsbhU0ZTpdUBJ|bIC3KLBuI@c+c_cPdLSuxZ zbdBvIMG zhA2(Q=F0!*k7gY}(#1WV3KDjYzx1KPj|6LQjK4ola~Erf>pgU7DqkNH%1tl+lcmEStfrE2Y z>Uyzs;{Ch1y!+gp<=uZwx{muB9C(Iwey$#r^V0=z>Sd52cI2Xj;#465r_;N{E+YxN z=T^d$d)>lN?q{opa<5HCKwd7&dXWYEV|B>u4_ewto(2mDrJL))Q_vU)q?jfcBvX6nnPgZG{kbL!GypB zBzF)4itXI#>q(y^I~@ybJbhWR(!<4n23Y*ZDn~Vaxm7=E`tnf4CsTk2zbPtRMQdrr z6}xhlsIm)7na-(zm8hr{sn1oqJX$>~TJS1dqAIp+QRqvR&XR?);_p3N@JiQJEAUzF zBf7-gL!ijp!!%F(>_dX)#m0DN>|POL*U=l}wWx&Ew zGCfa^oHw3G&h`RMa{}z%#Rt-P0&F%wAudQ3wT$kF*&JJZKu?TFG-8BFAjin+NmApc zmB!BLqPK|D7-v#cH5 z2hhI4ztYQ|2Lf3DC)v{bjjQ1~f+FKBz`0xv+@0lWIFhd8{wjixk&58ZpcFwDz!74% zqla#%eMSX5BS)`VKU|POK1~#~#?eiO$_U6|HHy?9I@AFd)Nj@2M;Wb(Vxa5o7R6lG zrsz#t07xpN@aZNBCtJ$W4oT*VJQl%{?iQ4iTc8VA(z-P(BEde9S<26nCIn03BcqK1 ziYj~b@8$-jWjZ;Oa^Wkzd05ZxWzW$kPphx(1E&|H$1vNvZ(-Qh`tvbi?A!l{posyo zE$+@@TOUf-aevv?*^+G?J1Dm00yy=8$l&=MKBsUUEIz?@Tm!SCqU=o=at_kgU1{zh zzrJKj=|2n8=D#cqZEm~S(B@atkw`x8J$Gl(=092;$4gCdOfAD49w7e#D=~ZwRg?Z% zfWRxxp^7_*D()nz*rTWh-kaEQeocsE@4Q5FET0*ScRnDg|HOb|J9o<8>Amwmj|DcK zek@bnE#G+fII4jjN7W>6d-wz?5*qA#SbV`P_y>Fcf+T@c# z|Be3oHeJ3$m+#`DP2gWR8UJ<&cM9#cx?@A%InkJ2Mzk&-Imp3(!+5y69g1+Z%cE|` z4MYa=C==BW# zIdK0%3pH{4H=+DkU}>?nZqIiGCXwjoX^+kU~& zHnL75J&X+2I|^h+*j&)1j=2o7FO6`ZTlUWd6|eg_7 z*O7W9_XOiUNMmQlEg_3# zEQ4X(!7NT=K(U>>8ENXm^yRF;y8G+SxFs$X{~WidBu+ca#kgG^+vK?*jC+G*+{Z60 z<94AT!no60(@wk6RH&k?o%-RLZ-p?6PL~}!De|IJg6BlRf8f zagKAUkoQFIj!`{T{8G-9N~}_)%D9~kPeOjw209OxEI^98+D4z#V#gq7{Nn&VThf%f z`c~f|>5>ML3KCWd9d+&;9|w6owvS;sEhobwRrw`#ONb!9=o11W`5x(M`GO>NfTC{1 z5Kzm_W(fj}B+SHYxlZvSV#slU5#f>fCCfulLTH;KKB|OF&H9+RmI@mtnJaRk>E>*C zqB2=Q4f;dHYP;M-UI9Ht-0o~?R58rq{TGdHyWsruHy1A2I=b!R?KnyFqR~rm=T;oR z0kXJEaal_}S*$^X6_->W(>MzhsRgs`mXZ?`*%yk{I>{EuJ0MY^(!iEj!r@|6pte=1)4A}FO-P7f zxdQnI^tbUk`S}N0c-+(1UgSP}nV9Lmi6K`dG@DBd`NVxuF+{>(#E@flq=z&Y8+HvT zLOF44I75{2dRYZdvt2EPDn2W>)HEN2`P&30Z2=53pZ$vAZ)1W=;+6Yc{EfS__}i^k z$AdJ?>{RvK)TXD5@OtA@mUzAUX>&XY6uvp0kK?`Y@p4xC(4G)a?jT&StST`TI~{{D z^aND#d<-bIbEjmKKEV6AS%G!;*WJ(~aj6VFa~9RbF~VGi9#_XUxyP`({%+@+<#vAJ z!fxj-Gz@|%KP7CT=a>*W=9@AKHGfWFlP3w;5_kL8Y?#6S83=Fz82tUqS82=ppQNPt zTnwJOvl#q+R>y;6@Cg=maWY!Mdx9bV6OCON4+xPyWU)MPFbp}E#V=w&v7NgaWNOR% z-)9BZ-CuWx?4pv-T2wL+hV1ItCeH<7$Rm;=pA==t?oi@p#!zAxz&7i(0q#7CZMGD? z3rqS4Ea@Xn_F+XMc+HDkD2q(){)@>Gye^BfZTgQ4Yo*`#38>zHI2L6c?*#XgJ9Pz` zMxu8I5jOn5d12O}6F62***SFN0h=$lDqOkHo`w8F zr%(Ff&5=VW*9s^kojggPpl@`tH=)^Fbh7T*Q96+@7)!(>;Yo5#Qx5R6#)FP6J`x_i z87FPWkzxi^0`^X9?*!>qf53 zrTk~eLP5jB`%9CX3$&KtFw-v?SxmW77ikP(OT%A)vKGM7u>S4XgE{o}e+g2K*H&{` z8n`=OA6FfJJYC2AwXJQHs@%Fksd6rWBa6m%idFWJFN-L13`gfpwP#Rii$X%i{0K!R zV;l%rqA(j2b%sodLykfHjlx{L&FAew(i~R_S8P;M{i zw?KHzMnUEBVw)pSp*mL4~}PoG&S0rM@Y!bk?9I{_&0laJuNsEP!*E(V&5U@qEw`UB%%T^O>T7&>Q*`Bd;0`WLl$uX?lV8kY1B&QBwCL>`&lKli!sTNJ_KxYWF%kz5HO5;%GPGwZIO3o- zHR?Obw9WDK_%TXKm`tFA7*3dmz-kH2W?A|X0=vk;2_+1M6YlNrB;-Kbvc1K$!sf!JXcY;6pW;bW>KRTTwExqf^ggdh3888cu0&$EY<%(6T)tD zIbE?dF&MXbK$;)JfMPp$yRlQd&HpGC*myd$gxp)6ux!baOG}kQmk(XqY|Y__(B=eA zzAve=YNNFGa%rSOYrI~XE3_Ke+;>ok?UDNA2nV@5$3M{SP`S~nOcbl;P`jB*sZ=dL zfuG+##6Ru^3-N8V>a(#8P#H%IC-gO?Wt-j~0!QlcS`8{tQuVp%%e$8BQ?Jo_4nAF! z;+3jep5h!BfTjsE6nZL7oV3o!EM4wAz%qK|r0eKN&5ly^+P9j223q2B(SC7<764Ys zmR51RTBbi})d+t0@M0R^nXC^lrgANyOGT}}ZHq~4<^K@7yTxc#dMockSW#dejm@GU8E?hDPkj z6w<2ba7c6p%ZBYydWs1fsy6HDBuvUh3>`z}V}m@X%4!7TcnCSlW8~**D?e%fniaS^ zLx7VTcboiUqsA}m0e7!b;TVVESvE}WlE*LvQI## z_H0PNdFAxSvvEV;A?f1TNCgRpOR40}-qw{`98FphhQSF=1rU!RUh@}1el-C5Lmm(_7R zqljZI8D{a%$;_Q(QfEthi1Tzcu~UP=f7>qLT;C*A`J=JG#;*fQy1V6-51aHKVrNg0wQl-y zY0_8sq*?>}o<7tHf3b0$?kw18RmKEPg?VgK7VQ2|7PvF zyTFm;dWe@dV$AXG?z(5*OW93nz#k@92km-rb!_VxF|hVm1HMRVz^4pK19kyyYrr9F9~gJuA5tX@KkYvS7Cx{$H36^zJK3V`2`h4Xje${Uu}Y zI7bWu_I69H>MSQbNhsAV0n3G=nTHB2Y-C;&OtKiVgj^2UUS}z?Edw_nBR4=eTRjT` zKMptFE_QWVu08mfaLi$WYY>n%X4f^>Y$ynSpSGQ=Dh0lGNxAs0O=wc*=ITbti0*1u zzZG@6TqnShxQme$oI9v?kp^zQdzY+>h5p z@iO_%o_xjie(lNfk%{SIZK_;oaH=Z5@`-nBg@OIz(TfT|^!#0~Tyo43`cD)x8cbh; zFmD|cazB~|x$j@IWXZ-C&fh*i?EM7C=-sjdNFWKB{0^kb8#*+;2)ei7*1{&j+mLdU zg4MRE(x>*iTJ;~a12gPpts%PCBJ<5igQ&ols!yL&g*U>piU$;ViSH&G^%2Mr_*tBzO$C7gYqqqYgU=9QW;!OSXPQM@PIN7TX0 z>L5A;i*kCTXu1_sqWt>SXJ-0qxarDQqzyYg1r_r?Crrt^OwE!ZwuT%vB9+h zFK#&zgwKBehsl|_rzB_IS~sP~k96C26397syuy4!<2`InLA=7BI`}6+Vxkmo(?!7} zo9n=sSq7}ya@`7MgmSg&dxG=4yHD8cK}uzOGe-(z`Iw;$P&1iMFBrEMm`ft^9t6xl zNOIAk;@L6Hc2<`f_1O{%#z6~BCr%%MojLDXccs0aE01tiVR zmLlcRPL2CouJ#ASz@_F9**PBJ=vZ<*=Nn>Lev!~&uHEGGj%kt5nSI5s6C~e~IEdi@ zNvl3!EUqE_K)|2P0jx=}?MHFCI{0_1gY*QqZD)bAQmEpv3VdxAnyq>RqB|Fz)ASb7 zG(z$??+lMi*McO$Gky&&>DzB5`XeNmHQ4f;gvN7`+ZP<CL z(rC5{6Vv61gEj#=%J%FM7?9|Wkk<+xj^t_jp5S8FCN!FhtiI?VD+z%itL20VTOSih zkQk3_TIp%)6A8`cT1sDbEF}qpSxRRlU@Hd>vNDy=FFq#hRVMKz=RDUcb4|`43HWoa zGFJ!oD$4?a_u^Gh3Ep#pZ*YDI{hO`oE{(@lzU{6$LkG)qBieXin^NeRF)S3lWMhg; z^S5mpkV%a1jhY?qS%wX)WM-8ZKq6PpWlY;_GYq`Z~V8p097fRble?`QLA(f4_+?Z^q?L?=83j z=C|T!&xsqnx8ZlM_jX*pG3w}U`s*EZc_%-47yUUwPu`8cu30@jcGPyO}Hd%ch1 zijykt!w<-ybHd?zqcl-(*IFa=7ff*>NDd`Ai7$`*PG{J`BDQqi8= zYxC3SJ|O@0c;}>GgeV3}I%H&w-r7C*=s|!F$k=Rg%yzx=r~y7U%>W%8r5j?~`=?lJ zo{XNIAe@T_ZSSA?L+@+q=j*B&Zv~!tOX+g?4*=K`=(6O;xcuq?T-N*umz8w+8U6D? zy1eZ{T;5EVXZ#G8o9S``U9O|c8B~<^RJuHZE+^9EWHKt9M3>{}vW6~yOP9~kIEp z8CYh#4D2h2Q!%ht6YLD^tLQHV_Beu_fjy3p!oa?tU}s?e^gr+y1Iy>PFtB{U3;IK0&~GwC}XNZ>!n(uKM{Nen3_~P(MFXKR;GK52~M^s-K_Z2P^Uy^s~hK zC4RhL;c`1j@rHTtnB%#fW$I@Ie)f7R)jwAAKSBmG{QLHKEZLXSivAHUp#|w1p1t(8 z_A_pvl1OA;xVce5;qiUNab#yV3cDgz0TSO7O8E6epFHNP=`V5~`{|=SNS=OlklFq^ zS8cfo=j$}Ll!`DFRc9M>wJlHHy>H9xTx+^s+fu4eG`FaYc+2_Q4yeBlz}iWG9Ux=p zXk~V;Ha@R7z#cJLpw@C`cXpn=|0(suB<&*+Ug7F6<4QNl`}eKGm6;+ctWl4Z`T=^A zUm9&5n)1s}dSA!%g(j@CzI(&I&E{C3k+$cx_yyI8bA_ZV<9#39c<&_&`62yPCJ2AT zl*57+KWci7QHZbE#1ui@XO|&jj%v5fJr}c(=7}$#qqCg0dvbQXAV~Y_QGOLnf$Yt4r!`N!=2%epqcATef6j2_zzW)YV;2 z>MB)NHT9uZ1BQfU2qw)Y17gS|WJ4ejz7jGfo83*=kl0RO2=f~@$uN`2Y_f4e!q#|!NW@3OvJ-A3O7T&bNo;`spOhkfA~59+Onlv|@f@Z2RbpYs+m9g@Yw?gCgkYGP z1bKF&yPtY7Q=}?yzZQZ-Zu2Ao=k~LXemkY3l@Gz!43 zFBjQ((-qk|cTW+c(}zH+MWJe;dS4 z5sGaP)-IGA^%})jGw)RG>8UQxH$Ry&#Fn1A0nOxGBT^X8yeFl=9>jaBrM4YfDsR13 zY_?{gBx^G-hHE{2v5>3H9a-p?g;5AhL`-uQPJY{s91-`Ro#0Nlh0C)<*sjUh7(|NcJ!Z=E0(H4%3r1YCIHcf8a z*K@NuM}8uOfh<8Etx!yNj8fSse>$b$Za6dZy5;D}0M@O?2HuSh>sIG(h;^&Fs=UWW z*3rV~45P34yXcTP*8DZix|h>#-cUbOnryYSV*V+{v1ik1rGxulWHdee2I_)Pqs)ez zlv%z}tx$A?Octq;*dk?K&d^yM#w+(>>q)(CAF<6zmJw|QYI%yj@tctT+?_Mr^ z&V^uPw>5>2ZZViT{#qd=^=hdMMOP-?;!^Lwr_5?=9q#r{)u#3Sop?8rPZ=BHHTm6V zY@+g>=r#G-(t9~U88(CYOMS1v(JAC%R||i@XpI({hlouYzTqh{_aOk&LXlkOOTlZ4 z)ppnv#>ryP#L|h?QY@LU93s?Rr1J^S406~IXR~yKxg%({XXm6bv$;SkYI80OTNLG% z9up!#w3^DD*P66|jmV1!%QLZB{lT}}JY$W>=4bI8%TL?|S_z|WxhBa?Zuj_48_!8~ zj%FPcn_6&894&$L2s?QCRm#FEzB?IzwfLKDUKkOo&WJj!-X4#V$udv11}cGbus^zS z8MP~gB`W3~^D0JiEe9oc8_yWuO{P@RjjWP;&WZFrr+1|7?dGR{#b#R~h!$|>rO`BE znJaHs+fr9Uc8G>_Lmnl{cVnJO?SM}~!wPozQS{y+C{LasPoafUfn?el%$H#V{65>R z%?ebE#6DOY%FuR%87LG7$<=FxX*%nPR#l?>Em6IuKVy%}~u@)M< z$e%G@Jd;vM55$hw&By-OW+vVv%~p4JO-?xFn*_CSZFpsUueY&uclC_3mV=G{l-Nk{ z0$8S6pB2lkGK2{3*cKm-?x3^7Mu?ykz&s%n3-OWHw1T|Y72i_`3p;2{5ImRMQ6mz4 zgJRW6TT5KKj9QCh^foYd=8C8ZTq|Ex7%oKPZ8#3A5kv~c7E@TVVjQ$BZ_i98Jtv&@|F@*oX`ILPP^VlIx@aq#qi;`XTn}?JKHhu6F-JKi z)EqUA_jn$+AnjoRh)?)j4dZN~g@?H&@mze?_hnl7#Q_aMX48tJC$VWouU6(EN0w88 zUmJK&I#^dS^+Xt0-nIf_EFp4Sq707{!pvSq9E~50;l;({9hZ@RL9!JnRRnAWft+yh z3bv_kL=szCS4oIB!`2RA$;XR1FSS|USL*((EXvuO<5VHoYSBiOhp(>N+yf!YOdJvkiUgGMS#ZdiU z>0G=yxUVk4*5Y=y)M$mu3nnuSAkat1CsAD9zN-OXI0dQ{u_`WjDy{`sUs6l873Szd zl3YvItQB%B<%Z&0;L_ghn?Falb~0QFJ^Y71Kt^HT{3e?ge($P&u7%3#jLVN-%U1DV zFNQvgUkqLExENab6o~ka%CF(`;Y*cA@r65}l~3cl-y5J#GGv}kT?BBsl}EO}1M*tV z6~`>mI;@-nUA>v)+nYA53g14tb-m)-=cB^-p41BQt*Fl6+v|*q{WsTrf-(C@p1Ni8 zx^)5lI|c;P5P+nOdrCoYyxq8feH?xr69~pZ@F0cYN&Xv+{?HG`ks{*mL{EYMf$h~l zou9rb*iP~vy($0cT%xQvSv=gWGX*-AC@W4D&-X;RSi1^^C_M-Y(O>$P{2rQ|+#6?` zoScaM&}C7>kt==>OioTlxmdfB50GnLluMT-`j~tWOzzXq0^Y~u1LV^61cA;k%8Ek5 zM^$zFK|z>ArsLs7d?PLj2EROWe8Dl|W?_dK#dfWu0m?zZ`lVp_t}3nv*JeYcl+T@O!V5zT%h^yC zH$KUVGkC~sU2u0;K9A$Fu!g$IO;mOtECR(K(8Z1I)x}XGhhk>CtKGr|y&CE^7H40N z0|t~=ge`mczH)UbID)$)$HK6>JuYs1k1kGh*5FE`bs{pAq}<7J6+R^MD8ANMqHL?Rtog%gi zx5mXGwAfME3NaLHim}$IKMsX+4LKP178}(7{$v<_dZs$d8HLS7S8+jbN4*Y)mPH;b z0-R~~d|cdkG%Ez{;#TgjN?wp?~HqMh=j>R#RBLCgK zb5AffIyynUo+wZ_A^eDFfr*XR#3ZEb@oT}csbF+s&pt?~iP6H?uSI}mjOTJv+=AyP$h-9d5%|IBrVTz4Rj(DGAoN3J^% z8J?E91G6aaBO}KUISg((78l`k9|I?!w_VSC-2#hq{!2(v&ZCIbE{5Rov0Rs#p$`|Gvp(n$U62sxSuZ;Z?X z6t|>|*ghjbFF04*AIz6a*nq!6Jb!pde7OruDWg?i@D@O!RMDKo+pX|oOV^IQ{#;AH zdtj&N96BjH=YtubCWVdLwvKMqp|ql&Zas*WB7P(ar(g8D0r+K*=C-YN`69Q>HHXk! zI^e4);b6k{Wj@lDFf(1+#mv;BFsGPlu&kI#FteCR!sucqid~_ZD0hZtDs2+YG_hwi z6ZIA{PRFl)g5Dn`vZIGSfP@Alez5ugYz*nTnmB znRGl(z%Lbkw^JNm3W&=(Zne}(=-NJJRw2z>W-8gv%rvWRD~C1=m~SdGftd`Oft3^| z;Fp_hR@h*RU#yl|Io!s+xN^yNZrYF`(9GF6!L)*yB}kKqnc5>~QGZp4YT1+BX2BMT ztb}gNnr7*4!qK+H%xP6?=MdH(^F3t?GLy+NWTqXD6Y$H;Q$!y|FpD#-c3JiKjI?p} zax7e8%0(KhMk_&DxXkjUxywxLk&|GoFi9hmn4EeBC84)&7QtDMNeNhOOfp+zWXW`= zsoX5a#Uo=dqMP|TCrG=b`JS>;n#nyfiKGLYKQLRGg0@zEjS3 z%CK3uwTpbGY+V3?bYVLuH{o2{!On}jJnJxP$al)1c)nAXHg74#2eVxVqj_}Ge5dRu z4Ot8l`bFtrzEd{L;`vUQtq}Q6SqiOur+jb?cFOD!{}1aEp+O;bFMXC)i4nP8eLT9KY{PYeQkNDHgg7- zjtTYeQssKYelRiEjoS>eue+$Pn+d>>VtM#48GH*!?(X>LyyEX5U#5ypPZCdG2kQZK z759MJ;Prr7-rSsR)N#?ibZKS0q4>=bITn^Tl!+MgCc-Y?5rh|TwH!eZ+UMqiMZoXj zCWU~k!F>ZjB2YYCazurp1rCISctCe$cTmpaY^z=42>N9{1SgjQ1fZBjplG-c%!JkYA{<%C z)d9DGc7W62xU&dX6v^pSXbljS&2}izPXlCH0=EN-U;E91+nWGVt=G1RPziY4s@H>g z0jMPa{t*%dYXML^s3HxXd$x>OL-7BIgdsDl4)Nf+z-es;ye~4}8PV~$Py2_4rl+U1 zLvDd(Duv;~Z6_M-aC@QIo*&*$IklyDxbjat?$h$Kj)*BJDXX(dpGE$NG0Z0i%iaPY zEoN$QKW_c&wMXJdQ5l%plvoe0B#&rHD9E1!{nW+9&TpoW&JsJDBrEII$Z^q$Y(ySQ zDYh?xvysLj9vh)nP#?6IxxqKhvUj^L5#wr~hhxsI(!A%xRUSmGklmf-4X5~j87xP{ zLVc5iBRmv;-HHi7O=C4dZ_ZE=C(l7*(zHTC=v4 z_E}$&)R)@+O(1^nU>EliIIg*cMd0q_G9Z@dA!CX5&~bQqL#w=i_-ds_eW8RnN|)T5 zXr=4^G1VlN8LlZN7NJN%XwR5+F28IRI}k$L87aoGlt%~%7YQ0e(~9^Ny#)xA=m1$` zq~I-q2iGYOm=oUBLiJq z>rs^AMx`-XKF8WHKv_Qa*EU5dzPgSj|BPHtCyKfBES3%o1-)DYUOicIc`N z$#q7o1H1=X)!Es@9!btW6u#VZIEGUfs+rWF$0fjMBPXr3%{eu=KYzQ6g7!07IYnEGbxqq0a z<*T&D?O5rIXG#6}%NX$9_2LMj~Ivf7rnl~;zV_ZCFe^<#eT<3-)Q*X zFtrihpqMx=;QxVq0A!~HDN_zm>Uqk?t$^AEW z6C%plLZg0x!mMLM@%lD_Zq;#ab)g(C>bJ?FA%KM`61(1H$Ss6`d6n?ORF6F46}t}9 zOz)Y8vyL6ceXQFZ6ll!`oq6L#O0hl(m9i_0frT4ywRwa0A>L!?GsFyI#I$S!D4!SK zfkfTzG0v_%p-gP|)c%?}csIL>iv#Lw=3RxOCxh8l{KUX}(qUJTsV8DrF}oUKg{=dQ zwhd;d;hO7~nD*(m*#Tvjuhu&a*NLt9FuB+G2-sj1_8M>fnBHrAi1D3&73^!TA*wU> z8Xqt!_U|0}ACFUC*&qOZ6A&jE;C&;M$OwFi@EK$9NCHxcFo-x*ZJdle^p^amOBChA z$#@unJ@RtmWaNpkD0zF7Ba^Bk!x!PRh-_WM-FhHPs4((0b%EV>4doFdn05tq>&Cu_ z3-bWoc7q2I7uE$-oew`DrdeDVVSEYXp`L+IW0bJSg$-qPfI*F4>H-86FPY#UqNY>` z)I?3$0Z`dXo#0QSO$e=A`Lri4)Bo~mALCo+)1Dy;YKWuG*vC)RY0uQh-y_vR*gCl4 z;ni+d##9(9S&yMX-pbvkyDjrLLp(#6b(fZh#GU?yDxll#OZ}hqcGj;^8C$MXhY|lE zhtUV@l8teywBBL@p0ZT|qU z0W3_D!Gi^0ikdJ*4j`gjx5$Br2%$LFEvzY->lTSM&4U?}0}kS>fSOKw>StEgKrL(iXkZ6BT+0fU2X_^;ho-Pz2O2HoJd@|d@S(tHd!f`Sve zfm_Vvg|N?1UsoEs!Bw$&M(FA5U@wF{pI->Oe048`xyWFiP@7~}-blyHmKT%0TT|rd zB-Vv6*WIPQE`+s;qq7+6LYT}DJr}nOHmO85!MAQoavr}ZXRoy`gt;nsfl+~VA?$OniD3&A5w$-xd3`h&!rAiKCAzXT9v~7WkOYxF9AVIa+g#P-1fEn_sE-#sHu|q3+tac~%El1Xb1&g@uGxATORdua1ez z(k_V&#oglG274Jn`0!fJD4Id|RWTRW984*;FRuCE_iV1=eb86MP7ie4((aP+`a96D z+q-1P)}E5)U9!~v8V4J(FA8It=!O}SH8TV1Yv#LTj-CwWF4^k`-jfb@$ujjsNcm&p zF4-VO4I4v8Lk4qk%r)~Zao+z$rR8h%#W5k*#tq*H>#6L#)Y5($qrM7P#~yw0M&+jR zF2-j5^|G(4W1>3a>exGtiv0(j{g240W9zfUhS%3D(!S*tj0fZJx0E>GX{MbA}K=mN;N8<@ZHe=Vi&i9Kic{Afu^K4*SMg;;K^=?b#jc z83>y34Xij0vAR=-8+UO82NgmX6#{Ud>ZO0jV?wFRYAmERawzJ{PzNfWFvVqdMiZ80 z@Hp0S87#Okk`wJfXkn)L<{XxD*x)&gEsLKbfhjJ;aB=FD*(-A)CSE!|i3WKqckbY_ z`_6sL+gblQVd#ygz6o5k{6b8AA!e-)t$uh=qfN`bBT~)}CuX!sm>e-$AV!;HaqvsF z$V!eY3%T^quPi(jt}NuzKXE@Gm;Q8Sn@j(dkp675^zXd;2hZ8T;0~34zuT%iZ>`6@y*7c@KLf+( zp(Ws@pDnhltsTKJ96{pHv09!lw&PZh*me0a6h(}LaTYNXfZGlf_a#DU4^iAg z6Y%ZB(})8#y?qBxFiYiG0sTpZ0%ng6H;cfJp9!hr=K1o%LRi`%A{d~88bJG+aIpb` zJAg05k!D<(I{j=S>cwmeuzu*k3BbOq7tj@1`eK=4CE(Ds(XLU|_1cbLsooY?fdJeP zB~ODKXQ(aHL4AR;&}r-R(RwYMR-pCM3#9^bpOKGoj;`R{dGa<@dqJ1CZAU<*2!QvY zq5I0`!^LtFF&t8dP2&i59J#Sw8gr0fMtI+KA(^|cUKk_=RFO#{Xd|nQa{q$c0mu&w zM-X57=SwCKw-)qU68|zaCtEcxyCNyh_%Wcb@Uh#O!dw>TZopEc8!F|ANMUkg zBBj8-xb^c6Zl%_1Ze8&;GCSe=VtQ9UJxpIU7A~O@WL~wpT(tGTE1@~rYu%iT_ouLn z#ebW%ZlK#DnJ`XfoOm*&=)O4d3l2`CerQg-GNB3e(c6ur{_vj4B-YFFTJ`b@rQY?? z!)v$-XkHF6pR#_xajp7&nGt#+jf49V1THpHg22Qc9p(ZQ^vcD!tFE_gH0p)wY zmy*{7ysNvFpBYf+GvBRL1Tfp21>gG*2Hw^Vw^$J5x=w@%-#aNm*@~ZMy>=&FbP=nLyN57eF!@1i@6 zuBk7i^|&v6!PO9tzHn=bzF=CO`1I-O&7{_F6X?GRTEib1T7!q8JqK;#R_28DB(iAP zQF4|y(&cB{ok_WRbaH2MdEWHp&Qu~4re=yelgz*eev?XMBJ-6iHL3ovYMZ7Gu*$l- zZI`q{iji_vu+ON#vPb^O37FES75V(}Sp+sUS>4IIC=kS^!-B9lJEx4!Fy;&6d8+@? zY<+&7yrd%h>twj9qKL-IDlzInBv%o(wMl_;!*di5_H4CY#K8yRx7KGW9~i`t zrnxrpYCDjwTYbE?_5?Itn^OC0sGi_3X;q~V8)QdI2jlzXk_eXU@88oV2F-S@rx9p2TUVupKpG0-WannbQiv2g*edFPO!!VMadMOq-2AB;u7Frwk z?jAbcMnH)RIDFUtWb(0Dx;LoPqTCVita>6B(;?{#6z5jSw(#KSQHnc%bqIEK*5OrsoZzY&lDTy<6f#{!GQafO2Cx9oMf3u z#-!H2Cyo{>Cg*qWq*@u*lz47`0S)q2?mUOh?wazsZaeF)uX9)@PD?2zpD<*HPfP48 ztdpx^Q)v12n3eBew{9IgV2kI@%priy2(HpBv|FC=z#PitpXtq^S=<6TgL^;W#Y^|T zm|wWMVs$TExyWEHnI;*QwVrRrb&Au|13S6)Xnk#bX#@6!~ zOKpoFgL!Z)??`udtXIC4F-YxX;HvfeR&L9+}bQ|YGM0{ z{cB@MLv3`o*A1H@Vr;RBb@6PyF)wbP1@W$T`VQ=^?`k0O!!%uuo2|A>bPJ9)#Bq4p zTD>+>YvVTCg<`dh08&^K6PxfIB6qY$x3bkX7`ZlJ$MAvfZACaMe=^;`D{%H*Q zDi{j3?!q!5u7|#hahYEg>B~?csxu4)?=&jTzU}`GuKgd78~JSu;>v$vw%!N}XGwV| zL~6vggF_D#Yv;myNZsBqKtg~-)+mR~9l+7RMcB!GyM`#YzBe8Wx9TnEC!=FJW&8f2 z;AZT)r|Q-AyxxD~64%I4(m|%`Z6KQkchGqNkUK_3MuGqz;#+LhLk+d%R>W0$AI$hmx8Cy&XmR04;&V{WOj2R@o|(S=i}H(+Y(__{C%JpB?7TW726(h&zpurT&)OWpKyhn zE;q#=dQBX*wp&-I{5prcEEuISDe|{$(sI*=*>0}zRoJs=9tSxxA^vw z=j6?@`nyR|gm+gbvfi#6N)A6ScEx*ZPL2#b700l5k@Ig%a+*GeZxMFRh^t+HiEmjFXl{_|yc8@cRwLyi;b!TW-09{B%(!ehCj@ zZITRz%Z0G8gC4?JH*wTt@*5eiOBoProFfj_b5xi!qEt50FH9-8uaSP>!!}>@ zUTD4!$a~kh@jsF)%^|Q zOshHnMz3J#Vz|v~@Eagg^ia!z5h-j?W(GSb@oMH86nEd(L+r6O@oaov_b?u@MbFiy zPD{e64LJRJ4Gy$Om5TL>`4Hd;C9(|7Ho_vj?~B1qySBuDE|hSlk=A-JpsrKfwM|Leee(&20@Q%{64`FxL@>SBz|b*tM6@%aH!$2$DVE*oxj%VIVK zv^?&EGTD^a|FZV6@k22^d~XV7_q{1t*Y~Dm zJ%g(hOG>u#y(yT)SEq=M;(rrolHNBdUX1U}q0@BCDS(nLCa!MawBoxEm-r%;HW!_I zs!3udKMmrmq0p&Ax#-lSP~Tn9E*G7>(=HdCbhT`?MJLe0YW~>RnnMYK0eDI{~Cyu3b{*fiKfN524TB?Cq>yvp4Kn zreiL-VY4XdViJK6g+`Py~x89i%nOj7su!OcQEydPnfIA-jG+{|H3DjL~N* zQ92K#mnLJ+RGRd|DC5smqV&NiyPv5v>4#CUQ8vjUlS)b1`wU7#Z{4yLCMS~;otcfq z@>73l>W4wF|9hsArStHnFw5jxP$k1a_RoA{Q)OSS&0+v{ zwr1+3rGrEGQJkrU__1&>GJih)zJ&erz|IBARw`dO$StAy?lcb__*4iTn9pZ2$>+OM zD1X94;T8S)?$p63`R>%7Jo)a_!6^CeR1#(GV7@zb8btHmsa$@vO@r2CVwQY&>ZVJ+ zJGECHAc;VI`C&h6>2Y_;4x6X0?Cr4mzHfUEn>R`C=}VQz$v4^b=6`|`#nJC8yREwO zQFB^oWB*BWH@Aa1$mI1na!(#$FE$lFr<*fxppmVMvN`%Kwt}gcNC_)}# zUR<-q>TJ6TuT~it9b8G0V46(w(;7{6Sc{JBL9tqg8(;!kH9(AX0H?{&CFCMVuxW&U zhEnuvx||3+K}H@jrOM428pavvw^GL15;)l$svb`%vM*87a)=t)2tv78_ishd%R`V-c zeK{wI>I~;1MfqHQ zQZ5EA7zBV9Gy^V(;)@N0WQzV#lJ<2{iIl_u0A-B~=`RR?^*0o|Xoyz<>NlhUD+shX zzNG)~b)U(Wb*Vj2l0xw=l zukRUi+P7BqwR3Y-Yzh<4k}=qw+cv&)8(Q6+n~MzA!e;H<1l*K@C+h@$r1Y;yVM;-p z@*z!SMw!}8b2QrX^Y!0SqBL+=(uoRz69niQ*Ub*36zgNoOnbI>-;M>;SkZVNv?A3d z#uP8410k|$lSkK{2;E^!rP9E}nA!mBC%xP`@uj9yx^Ll2B}-EfMpQmqPtK(j*aK6= zxKb{r;;mOqW#CHjJPEcG>wpXw=aGm`>94kUF|L%WVSJD@w_oqXmE!c{Z+2kuESOSn z9qfR_SUuVMZDC5Kb+U)Ch_~CWHg%Ny|2?wUY1zM0cv7o?B^7~Mq~J&~yeV^!@4=G# z*%UVFV-5OXO0hkNik^rC2JV z46nQ8D3%ISS)x?7y!`%vh?E&c%F&a-ph*44f%l{Xid3eabb%t}C@+G^u_Qvbli{la zqK;avdyxyhqeyi{nQUt6KdwDJUZjPCM3FKUnl9$Qi7=KGLF!po`L{ugNz0}LePX`SdoH!wQn^>MXOsf-sT_QEqh(Muo82l$ysihkI~@&xyO_rWxgp;1}G^%P9>b5OnyX3IGU)yqDZ9iY#8&y+oPpVa~S0PwY@ zyREwO@p&4)mjCp;n|sq4@U{3&1bLVEmDJbGD~zw@s@S|s?CI-Zy|lM;FYPN=*Gt<) z2J0rf>81T0pSNBT_Q?&e6}c>Q2d(wsPzKl=6ORXVb&JK5XkO%2?#AKq_~^Zl@ooqA zH0=`3uJ!9gCV74#rC5*baS8y-7w6HRvi-z)AGD8N25c|>Vu#LW#rFEQYv1*Q2DVp% zOUgBd^8`F6LXk_u_3Da9-TG`jzV^g2alKOeYuvc%$`A2B4ydo0{SX~J8H^v|Uk$t` z9sCe8^+fm~b`Lk^DBJIon9cLmxjV^rqxcH=_%LRby^3u9nZN@ zG{{@IQ>bOX{9Wj_v+nvjgN(W6^sUC6_UY$+fsDB-Hie02!5HlJ^;W)peb(x3UtMG{ zmo<|N%U25s%#mWPG(xM?rDEk87#kkCq?lm&S_P3AAV;83yNZ?P$~@PLFQrMG+yW4A zF{uu{*~Umd0(9`?s#5s?{0X-I_@#$04OhMcPvW`#dgFH`3Z>MmWF4$I&Wb-y!0V#o zKm5Owvstd6R>j{(ZLW%kEC0lwEZ=xnx!MXF1U^!)0f4RAp07#OM`Kt?)TxwwOzgag zO$NRt^i7NufU_GwAldIHH(rsDVzS>$tTJp|O~b`QC&OU2SPRaIP67&Q`i^3&cvqu1 z4;)|MfH%WxINJ&UB-acU=fXyaEX{>*wtTictBEmNueA{UyqSD-p;&E)CW_Cq&B{1F z!#i1HIc56B?s#`f;XRN&#_ss`tv1~8X8iY1aNBLfYgib+i&X+&!Xl9MB}pnN zn7;&WSOqwe^~WKcL^zUv&)CneX7;tA6V*kEw5<3GM#cW^*#O4xAH}{U!M{Ne?`W)j zoXD)UauSzB?AVT%XO1rf!GlA4_wEr{#0SPb`a^>*00!jl^6dHfVr@roq)`a&3m41H zAeb*!;T=6bR#5o}Eo4X{D;!I1_VhMS?Cs=kE=GxtYey-^3-=eM3c={^$q7IXOpF(( zVMmKcb&HM%0q4mdWa56ifQw0 z653`OB)FM$JWjwbahn<6=0y!hAnttL=JPh6w@-_C%M_F?*Yu{K4B!gYrf#e5te&J@ zq4H}d-54t}T%qEco>Yzg+SrEpw%mQ$pj{Q4`yWqV2Wx}g$!*YA**56Pr(uhI=+g3) zbLCPvQg62w+O12)X60{Q1ZDCoq)~pAetnHTzD^(Cz(-Qybm-KQ(&oP0?C|o9(%1+i z#0aoTrA2i_*m5kxbDY&OzIL)dyUd}M8F(e^&)2@eHV9f3XSYA!dZ4UT(zC^pX1!W2 z1^BTL)@IAqtp^Y6EFTQ+ycjlS%gsbo1w*S}esOv!eDl~TGm~E@NQgvt6S>XDH_2S~ z>@1f~V$*`)zOBEgtsBQ!BVg|``@fOs#Cs`|SYKvYF;A7g2qV*$c#v6>dCz&1&6$_M z1{@zJ2;#;B7yHX2j6ROzgyVN!Y&D8FFd*A)Yq1_I04^!4oeLXud{74(>p~sjuE=Iv z3KxnE*oebmc$>C*Y}=00rJ!9qU#l zjtp7a=BmGAws@!@4;>#GlDA$V1>3DMj^o-*;C|24>(vlvSU|xJFOq2+=T_=G%RF(2 z!qn~vU>P7zO*4hZ4bV35=%{PH+-%aTV%chHRxPMoxy1zpwk#raT(MfEle0F?E9wCj z+FGl8R-SWYnHce0NSvgZ=aZX{D`Mz*B8}2NqrY9G7dmpp(o9#XvMCfZ`7EcCZKFV2Ql zQu)FrpC27_GsfES?7{40)u_i?sRy37IjJ}ZPT0;Wb8MyVIYGB&TJc@Pr2 z!c>4WXI#S!ro}GrHsPl~t*;_t6WE$7wt~elDAfa8Rt*-5urkn|t2SG0m*ga&Xt?5S ze2Q7)pCecEN;!j6Q^wFzMXyY>mrob=gbhF|rGmcZOUW@`cyIK4IXpnpvcB=^2FP5l zzFExWyJF@ctw-ttl)aJJkNmE^f z%&|kVs$}%-oO9Nw4RRc%BJ*yrXz$zWpCip9%l5iaf`Aw6(n*w23@zI3qirzMtzB9 zb%kDy6`Ql|8VqsunyIPW+C@cNME?dGG%jT<5#8+?{@W>q_a&a+`jfUg!+WB|^OaBm zg{9L{<#_%MJ%3hm9Jq|(kC+Jm(%ScbD2RE6wJojted#W)v9V@~Z+YqB2J(v*N`=Iz z@I}E`2Rh_U%Im+yn5}}me)pqVUVnoz$qLD9QJo>LziL$MU)uX0ty8ybmPZ#shbzYq z4(ThybkKo+qw))%`T+$%O9m>W3~`u2ou9sw(FZA)2%SbhqEba!ak6+8N33FH#mOR9 zeBqh3D+>2VnSg62^2WbpN;0Bf5G11UMST<(p_31gD+;j}wO;fw`2e|a>skF{?Mglf z62b6{vf?OtXxBd7e}neXwN+hH=kLf3*mZkcH`G(ip+>P?E6ID~_b-OE;O=6hf!!(o z$@}AD(fx5j5Yg(X_B_OXliq3;g2VN>T7YtJsdgzCzN=bq;8H+{l=8WA&EUkG7?!i4 zEN*;KUq=_k#jNFS-`!#P{P}V%q?_$H>%!f3+&C@u-R|68@=? zozR^Xtz#2{75Az}ajrP8N8m`Yajpozs^HF28MKUOH@eR#E}l|>;E`sl9u4CZhJm~p zLy!zq47N@Y+l5=>;$pu7F%)cyvDT?S4ux|K8tg)FZ?RDg?yfIl`01JIEN7JDBz2XB zv^(fLcS#m`tk`P6!y+y&_NoxHb9hxyUhP?dpKj+0dRhF7egwDg+!KtAj!saoCkkVG zcF`m5V-d^e__g5JR4_WRXCL`xj26Zw$4Tx^O-6!rDk-q>+VK7No=(I}E0qJ|z% zby+lBP*(gP*Bx@*K`&UbDnjfslG*L@Q#HwMAtCn{ug(G1(JSHSF8|}l*G%_xkX%sDom2c&Uw#a5q zxnDL@v$?lgq_Lv*SdO<=ORa>i4P|EArJc)6B_o=dX4P%w&=vyoO=T}IlVLotlHvsX zQZbGUjE#8^-b$ ziL8Wf?3-rkZo<)q!^~+_Yv&MVAoD$C6f%>^L}aENj}!3A%~Mu{AB!`sc3JiKthI6V zlB--|%0(KhMk_&@y3F#W-OEhvk&~dmq9n#kGKq21GbjnYb+d>g#x1NgCYh}l#oShS- zHP(DjSxe1i7;4R=ED}Z%#Gny{bY&CCYO5t>=qxPDIfq%Yn_i9qw?@V4ZfuD*D^Yf7 zGucr~Hj-H(Z(*o53%A;9B{&am%wn7~uBVlL6bBc3t&#O`6ItTTrcA{N_~nsCc90(& z_{J~FrN$zb#ZHbhD6K^J_RkTDAf>Ev6$ zD?a|dV02754mA(#TmTA^15hU4Dd&JPPX$03nl5a8=wUkNJ7sBtaF`kLopR}*CH^fI zvvTA+<#^SRi>gJle5c%{4x8_kS#J`UoNBP?df-cgpNEew+7P+T#v1xG1$d97NAPJ7j{Xz)Zk%f}KsfSi4bla0BlR^xn)6>W=nKNpRk7((;_2&PT>vM!3*a@j z3*d0&Q}CmFN9EV>`S7L6qxhQJ-*f{zwz~v&bdkYwcQPFVi%07%-22zA*f>fDY9sFZ zlRuO8RwIAG9l}K$)>;u&r`#fc>>{AF8s*|lH6#$NI{9%o>pRG!d$!)LO00*_4DxZ; zU@GLkgQppr86I@Tb&{^abIzs|>=6|1*}4glc;}0)OO?kd=#lA1`vfHl*HuSP5_fha z+K7dem<45~G4P&rK$*$Z6M=4Vqn~$}%yyI*1?BY2Z|7hru#Xtz;Ddi+J8@bw$Mh=S zRtp!;l+FgX1*z_T2K-Ovx00TKKZ&vH-4ie~FxrQS3{IpIle)_J90x-mJG9v+zlSw_UTnuuyNb0MIbA6if@p z+gqk1=i;X6k$!pwYv-%bV~lpjD)c%|t>sO!;oO5;C$jPXLQ1jStU+r0<1lDXIL4p% zA@*I@zS|%#YaGwd`)o>$u7GD;jr%O4gkPIX!S!lKvG-gRe8#9CJC7eF^qFb8L|8i|-sE8i{?j*D zQ#s)+xP(ozVFt6QL^huPkWy@4%=Y^ZX5)R(%(i}q0d>W*b?U05ywO#a$hvy@waL8+ zFLsr>x=Hc}pHkg*SF)DTU6shX`~0=*VEydLDrS%6t-@VzoHZHrz22B4-dblPSDo37aca z`#4WVscc|hnNo0HbMW&Hal?C|#m(h{jC>06oLn?m{oSOZ>n1%#mvtiR?E`Dy+gGqD z*d?E^&ZN<(uQ}-&x;>0?ea=Z&1-;M7JMX+m>L|@Iq2D4d2Vvza1sD1%aK$eGM_j0@ zv6edx5HYB&5+Kr2TKD!=DCgoPBU%S8-bn4?Q&uLiL4RXPk$uhAFF58aZ@-?eTVk5A zrt#dow|()Wt7!|24t?^Ys{)fByXisYZCAjY^vm#?QY!!3>2Cq_?oxU`VXSv%Rm(%? z!=(|mWi|Kp^h|GOJ8j`z`%QBvZB_mP+9yS3hHwP2|Jv1JV}#~f6nkd4@|vsA#n<8^ zR3@Kg@nU3d0QjGLQA|?2n2No7@RZ<5>BOR~HfG?N0Q zm+*b>x=JX%+G?!M;;+g%d>pOJiO(`6RPmv9;dPPvsr8g&LHvHb_-u&Jrub~(v(l!I z3;4MAvdW_Tx`?l%l_l}{2J!huda%CoCi=R(^054Rvv~9t@%dx;d`IQS@mYB*ef&@K z@izMSm-O*=`uK?`?H%;%5&C#1ef%VSEYruk=;MFJ$I;49iO-+LCyWXIiqd}+k$Efc z7Rm1spO?hvd&TF!7N74EpFbl${|!DRC4W}@{d4s9`|0E7@$rtz|AJ5S`4{kY$tb@lrCx@@2c#Y9t%@#VieURFtiW?aH5esrg%|+1Z6Z zz=L+>&&7+CzmQ*lDT}Fm63;3hqmSRBiT}UT$G0xS$2aL???!x#)5o7~!N-55kHY2n zxRpL`*o2Sk>0|F^e2mk_Cd#sbKK_V4zC<7M6yK~uAGZ?({6YG7(X;V!6Mg&wiRJgx z$1hPceo-{`D~aYkBAWJyXx1a5Nsox;JR+L%h-e1VQTrpJ`bR|7kBDj?5mi1Ss(VCK z^@ynE5ga3nv=E&y(l62ZQKE(D{0oQ{qVxNR z7NYZ8hytSXe?z}S=S3JY(RmSoMs!}-;i>Z#TBq8TugP)xhWz?(_`+2Bmi+pA`SlO- z>$~#nd-Ci5!x!f2KhoE_$`9~W`Dc7Q3?_ZxQspunz@VHB^6PSZ9j$DVe{2?iL}!?l zE%^K4OPI{dG}r$gABm|NnMW(xEy7nEZ_hNtmSGN#QkjzTJtBl?%iq&4!qJP4Kzh)> zBD{0G;4Qy$=WCjX{Is)FglVd}&{(SNeAPWCb}lTn=IXVbrTT1hr_^kB?ixQMf1PQ{ z_7}hb7OI5vRTdN=glxjm7MAjAd8SbWUK)YuBQ|r9qA1}Q7B=*4 z3nc<4mhb57NM9&%+O0?p$u;Ojph~ATi0fU;o2$jzxpwg!qGWFd`w)|jU$Txz<0w92 z2uPDXa_IeXC~h)_!Z!>00U4&s1Y~8*0ng7??O^X0Y~c3`F0=0!EN^TT&owXg8zj=v zVUy)8Mg1ztfFqJ$Bh_51_G9B8ZB?1Jp&Q`ox*!vF_W zme9+=)bZDfvo1YLRj|A(6L0bT{7J@hT=-j7scsRH&!iOYn^Ug6j(N&-WajH8NqIjY zJ;g16XDdkRm@Z7Z^Otz%OY2qx{VNHJHwX9C6-%8c zx1giV3VR0BM|1XQH1|8eWp_~|4kM^RBA!9w3JdYF&6oy;^_sOJscif_n6zhQqq2io z+`NV5P%{p{byDkmKg(u?-{jYiq9Lm@X2|=pRXkW#;|i{7thZH-VFbAXs4ZRpyY!Cb zElmVD4x4lJ#Y+!gS{@RAooOvCgqP@k<15hxODE~}exn!)gEpDxSQl{ax85AwQEo0& zfp|>9I-Wop*gY|IxKQot%_KAb0qC;|%>3>%nwdYJji)MoF|(-77_i?nD)w)Xe9|)e zNak>@Nr=A~xesmuIn?_uqJsaQ$NQLGAP@oI7Uxj!9_smAB4gU+aIKnjSslA_sP_oR z4y4PW-ZlT=8$P%4FZqN284GHH7ud6q4l#?_Oz?BfN{yQaQpqZqx*CR5L3GTH(dk2rjdqtL+aE z0DZ3Y3i0S+VB0raOVtn{_u_t0Fay7+uyNbg(XBzgQu?^>zq<-?w8B8N*vS zD~R)D-B#WC2tEzr-G2h#jZa$^gm>~EF&sMn!f@#DISBTL@b0MC^d#~0b+B$xo4H%m z28UZz<+Gs3J1W0}&xbEn9>dqbJfQe(66ybLdO(?ESbo{8@j%< zxNkZhR>N80$lY8BXUk{dbvawFw&!aGIz?JWCY$af0kHxw9)}nyM;@y@y>DbR4y}+&&9HY>5%F?e=rwHpP>2z{qoPIvTU-Ao5)# z@a;y}YBwl;!}Rg6Q4X8aL4BqI4kt`vAm!EsUTC!%d#)2^HwsKvW5#v(kwkOgi;V`s z{n~002Q*kPl4n8tr?v@hRaQJtYme$c4ce}B|B9{x8>xTTLPe<-?g zH$;vJ_(%81hQ{P?x;Hg6E`O7Ob4d9uh~F|{vSu7~QP#FwbZK}%WrZyWQ-x7zi!CF6rAD>f&vM=%d|OZF_jCEI9k$=vW0 z%`U@hxjMWO3q|SXV2WZu2#t#b0ij8o+82f2idDLHQ-|u>MlTF+-xk5=02odr@zp2R z(uMA@I#nhYwRP98%A)q<*7a&a{&U7T(bu9Tsxua~e>5ugFH!w3YBx&kwZd$@5f%XB z2-Uve(iKzkF_HZejFJ@Dyk}mixiTU<9>o`;LEg&UB6Q1qc|Md#G|Q#nb} z$mX<^lJj{~d1Mgqcd;*#?W)*h&s7oGS8oo+bl0sVVs1XtIo|f8ZBiu>QYA*maq!BJO z!X{R8Ew5|s`I)dmFE{Fo$OmvwWlRZ%DP@QLbGr!+w^=un?~@*2jMQOEeYxl%*DqBX zlLJ4RQm9Y4NHKiGTj_7#1Nm$SOx^>%l`eEQ41EwqZ={oG0Lwa&k)^u!WVy@$xZ}h# zhTrhI>nafDn+Md_<*a8Yj-JG>jrU>|=qU>3y9VBk4pA^WcSC4k_YYcFFh+GWB0`P! z2z=+_W*JXh^VbrvKD{P8kk|5cTzxG#&B!gUIKZ&tl1w+dE*K3{gV~pASi+W!= zr>M>lp&v0SUP+yE(=eGVj17fOWL)?M)GD!Q~KV%9h$Lp;=F;*tJS|wc-hW_KkLYICC*x}{TW+@vntMh)_UVqu?h(MbHRMO+A5RI ztTk$_rYe~1=U5rJ&Ufwek~=Cx6S9J_x^~G$mP+NNv+FcQp6xJDq2Q)-3Y#!eljVX9Pb10*(RzP?Ry zPZ7po_B_H}m7-=~FE4@fh;`1H~L<2h|&7c^aL{i_rl%nL#C9 z_Gx(lw?i`UL&ibeiq@1=Mo)l;RzVp(bkzoB0DU!MTEE)Umoh4JmqSbRZa&EDr{8ESN~a@t~|-zeR_HbVL}HGjtkiwgxR6({sS! z-XFT&GcngBMicuB&W2uIUzz(f4x>+8mXTh5eHMTC+CF_5m0A~Rqf3=UoMrZ zp?2pK*U;SsCcHt-GFtToZvhm#9L-6*{S@;hg#?0=VFG|*4*Jc-I0?T5as#EHFTy=o z&{h-0c)@<@m91Fj`h0e_s%-s|R*2 zP%e^Ns+k(qGU$~;|jk(r>Hd)||5R+3mQr@6>nS&_-q@^^VPRgbMi zspSLk!+K}8Rd-g()BLdfI(au%mJEJae19Wt{uS!$O5Y%HRc!9>J$)Ul&HuUF=6}UX z+5BA{wk%v zrVaN#7Ux3vZAtfzIxe5sWsxzptpW|oQwCv)rG1-r+EKA%la3%LvKfXoxAb4Iy|@~`v`Hn@)K;9aZ{@0v9gf{m+6noGKtB@FQydf zk&sR?r4Hxg%QeS$!}ezwiz*9YmkHOc?kS`qQ36oEN?Lb1_KV<3;@OdIXk z7VjGE-w~tT0~6gaq%X2_VV7VhVQ6~*Eao^h`mk}7lfhD-6j5nM8#}}uIY=(JuPrQ8 zWr)6MdFy#Py7f#q^+>wmvK<{G;y5u`zVupL(etN&O5sOKPISxc8=s$C>bVf=VX$L~ zF>~6M7`!K1c8sN-KRE}9O9Ngk?}J64O>%s>DAkE;kYAA`j{}6t1H6Mp`;>@>7rpAP#RaO zR=aXJbaIbz7kFwF4lNsR)rXc-jEVhcDSaJUis}qK>6J#sUbgAsf$56)f~41mz*#6n zEW$-zYECxCLTbNQqIvJUBwU%Zuy`bA&>(N+P7NpfUAr^gcGg{A=eu^CmU2!!XmE;e z0q*OrovUJ#MLnW(u>0=k@qPE^mD+c^I&6t@({p3h)lQd#$eOC1Kf{=@gI3k8M)84^ z!hKwy>FV2CKW3|)ye9)wJ9)7k2$a=5=Fzn$%nP}D3}-^Fb#_I9Zh7R1wI_u~>rCsm zM|3)u3Cjn<#l4oO8i3YWPiUP&@NDB_-pMm9(kT*Zr~68r%e`XNYftK(PlBsfLGOI` zm$csb=Zua0dP`q=r>M@*JO8UuaS!UHkJT!s-nm(LZUke-1|v>p8s%j-XpNG$+e@64 z(J13F`tKl>w{qvy&8|`YfQCV+&lx-GuCKF3$%~g7<@XI9@U5+VX_T&tP3H56#ldQn zH*k$|i>*-(uOy-#O?hJun!?*8!}9ZS(T#i*MzoK@i1f9$K=gFR*qI^9_*{u(cD?vg zYf6Nh=e(WghQVNpGhV-UGek^Ml9kv}XqIiQdSWe(O9J@2@F;Gk874EZ}NV zM;3VUL>*^(g!yTRt)fS8?GW6Oc#7loX1OFmB4kOBb&=~+Fn#)=X&^+L5Z)|G5_WiH zmN0>u!P$C4wn^L%5Qkh!nn1A18wA^$!G&VA9nzWpY=~sE3)i!OQ-$o1v~%@p$>i1P zmF_WT?{}qepvB(nPaAFyl)yy&dsB+*i=m%zFf?zwkD+-k&d?Te!4(H)8o|zkLy>G2 zm;g~K>+3HMsIQrU7#ux`ffx>}6JW!&V0puX4;sA@DXb^IG4P&rz+%YM6G8fiS7v6y zeKFJAWMp!*dNAM(F6Qni8s8!*1JO1UR_luigd2I*7vbQ<>mtcajVep-Bl2XP;BI0W zmPD2f=5VE=C}mi1j=-yN`KdLBB^llTdWxtuc3Z~gaCz|`QaH~NKi#gb|0$*LzJ$@| z9KwkAL<^%=XCZm)U#l*jrIMYoB(IeVx4u?uR~Ido^cgt1a1(s}&4JXH%g$A&zHr65b>y%a94j^f@^vn3+*1mIUYHBQBPT;3d>fOF}m9-i=GdS?upXz zV>E7nu7gTfey=JgT%L?yGG%CTZ=$fty`HirCv?#$WpcvP`pJnz^Cu@ft)HCOrC`RGpkmwretOm(DLJp_~fh@;d(_G+&Vmj(+$SKFG(*GshRA5ua)UIqn=T_a139 z3&G*~TrD`%D8f;4DHy)13ed*dY>1TdxpU3n#GIg`^aGLD#IgxQFOxOollb$<>{PMQ znp>ip3c-o;d>wxThbaTONCd&2-O{%>2&mTv55?ukUx(_r%UrFZuyPaazO!0>Lvbd= zjpabMZjW%Lrrff)#Aq3X-Cjc=&t|h;lTDL<5-G5}n#tw2`b&OsKDP=xwA5?? zBSW|H-eRK;(_sEnAR_nKqL_8?!|4K-$s)^=vjy6#4O+k=}BympF}x!Mw&OP+%Uc`J8cHOUMdbhWp$ ze%pv)-9L5UnjAQ&*}QFQ39cRD!v0o?-=mRy1mHj*FqLlGY6BCA+$0bW0PF@>BniZu zxq}JYk@-kllFW2zS29zN!W?0yF$f}AzYBGPj27mrVpnA*${m)ON}DY+P3*nQM7y4Ks!M27hz_wi<`3slLf+rq8Un^3bfwIwx^u|Ktv;spG1 z;}7k{lLXI|4ibP6>yyAZi&Ey_A1tvw5#O4!@hs?q)`dA6wTGGuLJalv5^;uQh31k;FD^ONa zGZ`jRGbxJ{f@u}68D#50Os5X5rQ# zSqWX8f0)I)d5X?P%$!z&)ezX)_gea!vW=Ui!BB1`#R>T35miFXK`VUQkdo1P0w5*h0|hUpWWJlO z;=V+_n?9KDrb`FiqA}l1i=DG;rOkKKf;4Wv$#>IaW|S+bi+Nn@sHI`p>!`S!5HE(Z z{Cqdf)S-Mg&B!sBExlH|h~t#5N+8{BT14)fo8cKv1R=-f27}yGfoEFaeh5QlKD#NYvg9{zqQa8T7|1()3w9X*TJGyypW?+46QC&g^LW9 zdz6Wa_E#t8iY@rmE#RVflQ|jlc#Hvjn&4&Eg7-?TgxlO9IT6G6PC}4JfDOSmhkMhu z0N&E`h-*KxSZ?C}c8t4=3)jV9re3dxxZtltc`C1}=@X51IE^Ni5IRa$gz8(uDY}6o z76>E)&=CvTod%xGMMQRUIA0lVf$tu0pW{%Irz5wyhlFDnMWoEsckY2W!)6WlptC#> zbs*Bt5$P)_#d@TkQ}kF^;!nQE_Uz|<(7uOPsKM={zZ;1!^oWYMJIgYO-P(H7+V}NU zUGT2({q=D#>lmji=M9gLOB=)(3&Ayr9mU6sPt0My;XeYs5nuv(HpAuPeB_TShpAI$ z*3V0W9l*Gsf8}6StDgh#B0YaIoM*^AIU(YRD1-qlkwZ+V1{!~$07n8%5Y}{YjvYx8 z4y1fKtZL12(Bx|WQH4-okQ5i0AbR01SNv8-Y=GO&W}&W4lr5tIU4ODfN>q>yx?WH zmAL{O^ZgTOkhgNDxX+Gm_q*M8)?Hs`bURKENnV>^QJhqgs}hr$85&edqHg8qOp9#^Yu zm0R|gOSw%dkx7mXHzoJKyjUM^r@+j`U|Q>+v{i222d#1sXC0M32$D@FzkcnBG22-u z#}-bq9c|tOR2J#C>5PYWB3g4C`+_=N~GF`6S7@o%`E9Roax)eaFGvtDyT{yXA6) znzD<{Ccie&m+mX7Gj!h(qhh}%+duc6DrZDZQ7Ufg7b&iUwxRTComcve(_i|5_O;hJ z=o?TR?OKVz2MWRciwH1vcd^lcV1O?p`LHMc#c%79U z6_H^m1~3uXBj@_DgJF3R}L*|5UX@Y{0 zzdzne8($#tw8A-9G2{?S;sLV)?MoH` z?g$U4H`%v7&wP5TLvm=0=wX{v$Y2 zlZD+9?;_F1SEF5uyHr^by}%OmFCJU`F}{1>zFpv+vC+aVC#r~^nsT10dC9*-sq#ZT z&|o6`Pd!Q1IJ)R{{C+|GR|n(!#&%86l)<%eC%wc3)#J!fU+@+afAW@Z3gCyD->O{< z-v(u=A&?yed+ixVyZpc>lbD#gUGX?7qDQm*WMSu2A=tZj7shIA9OLNX)k!%iWxFV< zy=(*jl4;`;yT%p0FpQML;EAErdnfjE1U1Q*-URFDfmicJ5?X%dOE2gkXSbf!k}%12 zGlhNxf|oD7`O-^F6N|Ha>1C=)zVvDdB4o=mZ|P-b!v|=KEe;&`2Hd;LUzr1k*w}DC z8sx3qX|KwD;BcR}vwq8hi8=DEt8>he+)D~qz1P@FirfsDE2QNwVL2jNj*uQpQ+#<; z-X^7;fSE@7VKc3B3!<&E`KsJEo2fnC1}5)pMjET*R!glMZkw6eK)1IK@GdOcbWSkU z5VJ064lq-DBoTRHGZIVvJ%FHNyaQ*+GosEM+J_X&z3_AxpXsnOqvDTtuk|@+hxt% zF6uahjYV~PP75QGS-dhinaK|F9FOzhm)j*Bn^8Pt1d>TB;B+K~@fsKJr36gjCMB>d zM-rn%XJ&El(9Lq3OwyA~F>HTkMbZ#xruN7!k|2y*U<5P^?@XgC=6|zP_fq9@ytL}K zMsWoI3@pJT31iU80+_JcY9X^Y&oWHnIN7Nu=n%PGG|L|_B+VoVVS_Z}0M+GG%X(5{ zmh5IF$DFW4vNbxfLE5ZDnWxQUM=e?8G;G=^iIZ%f)jW%vtVPCg?qs&m#Y<#GH}iE) zkk)ncy@>*u+Rao4T^!3h-m+mrA`5*sn2>w}oWq0&U*~)SY)-EJ#3~yPPZu_-vCD&kQ5qO_O*Ni z?Byr24Dc<>WWE6wC_DKEIEnU=Z-Ai{tmp=q9hq0Xr^p^Zo52Bkl)J6E^MQF9pojmw zyc>U#41gZ|?tygByNCL^(tsYWicPNrPhSV?pcilly=SeigPw~FmWR(*wyayX{l_m6 zu+4WaU$^em>i~3f0zP@gnfe6*h7rELU55V+dCf(h=Y*Rvvm|eTo`oaM;v7OqN^A`> zqmaWB^V10c`hn1Q^N5g0uaeJSYq5?PCU9>jU=IZAhFcGE1=DYu4u-ctJQNAE~Hc=>d~uh8_1eAkJm63w+|qVj)y;~F-Od&B(_6Cd0k z(sHxB>`l5K5C0f|Hfu^+YY#E|u39EY6#i)<=)jN^4e( zT;Xcg2V}EMcKpIKan7xW2mW$##e2p_^NAEDvp9DB@OI9!l)!lQiz&tR#j`JW@GP}m z^Xz4YUutT~@Vcj^IPh z)+Z=YgpXIfG~2x4!3T}@iWJt?|2FWpz7)aFI=5AD@=gBrit|kBP`wV5BC-B2udg@w zC{Y6I^tu-$RX8q#SC$2L@`iNPuMJp~dB;Qw>)Ewy)w7p&R4aP#dF5A$Nxuu-4o=X5 zam;n_Woy;#=Lx;g(v*7d>+)qU=VOe&*$D4htFA`kGnP5cnZ8zYm%x^*c@M?jFr=j+ z-ykHk7;&9^D^>}t2&TI53#1^Ptyin{MbhtQ>!pyC<7R}-2Nb^WB0Um%ezkrMn0!^z zn}?zBZ)boXgmKkB&gdhSdXW2LnTW{>Hkh}`YK?39D1|H`uGVpwfv4aePMlw>Wp3Q z+l-36?C5=v9cd=V`bhe!Yj?NY;aDCFo1Zu&MpEu@tm%^Am#jBP1^sfY527HbXI^wd zYL4}x9sA{MQ(pf1iwLLwspm#^^{1YsbO#p*7dh5Pj`bnf#<8^JFk3+mvqj9IV0Z+d zB$hV%JByzUvO((PFk8pVGshPK1Z`;GNHy^YY+;<`8*uL~e`T;fVq?Qc&>(N+&XelwSRWtqcGhb^s2B%(r*c=P+|?;}bvl@1 zeUQJB+v_#Q`e07SPUqL2{PJ^Gr`*+vwh=V-EH~`j)hXfk)q@jLHYkx4H=Z2pLy5f< z8s)A|Gx-(Esuca58L97J@hyFbnF$O31N35_`UU1Dqg6z5$kcp*3Z!1mgtGoU1w5W$9oJ zcB!py7WY^QIoM@F3RxmK2fHLr$|{bMQ4akdHkz#R202*-AJKL_!w#xNd&T+mi=rW%?Kf7jX_Io@tgQ}e9~IXukGA{s+jj}>jw|)=-c_z5__ajbD%Zqvw@vxWZVRUGz{+=51M#(| z)f&9*&iR>Q<9t|BODN{c~A5ry;BVwXrPBKT7g`H*9Ud7tVxfoJw>cFi4$&sYtqjR zsI!^ZBu7sMvnG9f;63TECS~f02{9CD%E?pdSgU4J^Zyu7kE|sl`_$YL?Rxr{blDW; zKUn+T9vQ6EXM^eBmcgv4uEDg{)Bzx2yi7w>=0Fqc3y_QJsMf@s~!$ejkqh$L`cEo7b%qmdj&6C=F}p!p1!%3LW0K zP`&_LLvT#o3JHP-hqS+-$Q=Zu>N|=q9gyScP@F8Dk43rk1Nt6{lg0DcWmV@AWyQ%N z*KT)Nak6->+|Te^H&~RVBRz{ekzaM>b1hS{IX5ELMAQ_xR8B^J=+=uqCLbWzz9<)K zSMouC$W2i$URL4(a_MJAAC-YVDk8&=qtK2;w&USNeBXW!e<|-qYsAgsJP}nXoAOCV zBq;fkAc$!7RC^wPS53NI&@2RmsX)%jrE0ho4Bu4+)NE}wL`wPGxn^);P7I5@ixC9l z2!5F;&fp>WB=PBvY8nK(IPzwY+39O2X12T9twva_hPsW#+1IxL+I4qW1Q_q|edX#> zaHO~t91Fwh_P98T@+pfGoi(^J(JuPw3nxm?l#^UkoM;_mU&___pJsCTt^SfGC} zk!Gt-_bx;sQy7M@QLcp;5#TQeTc?VRMmgLX7ZZ^c1Mzm`W7tg?cQkis+#+UWugUXAR3hW+@!DRE*M?5hq`~1uGq@Oxj=@x3ZO_-5T#3td z2f|9y;4Cp4QCh?t_^nA#1CCs|?f^REx5``1UMu9m+KD4imgU@_B@e9X@!wS zO+qEt9YBR#cPMlOzS5gdy%LEzHVQRtRdoku^xFI)eb~rNAYMDm%HVUv=AO&ZAaCW) z%Lm!$mL~hp(q@00jPlQu)Hcp##m<5+L82vj_&G?&BBeFzGBEbp;~manPd6 zEBouU>e5L4>_}^AAq?IanFkQerA0{7BRG>fSKA-VmrK}yzd}5JSPB()fhlFQ>I>ci z=E5RHeo4ID3NN;F?bz$jwe-6Oc8boSlj6n-kg^-4uyNbg(XB!5o{E6Y$F&Oq8g^$d&;DAud+lxpf=+%v^5TJPlw?h$4(cgh{}Bv8=(g z61p*Knx(r5MyRiYyqk-po1`C*YSy8VN!ew6S__HP&J$$I(+1!n({i|DN7YY(t#~ya%0G5 zkR@TPgnXymS<2))<*seM`A%6JbvtpDe>iu_>=1sd_gvcJ-#0kKkC${?b>}1aG{g`8 z3A_gd!(H7_ZRQLv9nXig)}_kzH>_Ky9H_p09Rfv*Xe0bKgLGZ_ABIDRhq#q*p_F2V ziob(=nJP9tNj!ZWEaJz@IpW9FtBd&IqQB+yWFmh2=t;n90A&LZ8w=zSOyC-|wtxVs zpAB$V0q`0vc*BSbu@U@+%5k<)pBHb`ag(8311?Cy@p!*BO%2N+^G63;6L-CPEzPM2 zS;lY$HQfypUcb!YFp8VibF`dnq)Ci|ISy-S1X6PLb-OfKD=G?iewe@VbU4yO&E+- zaE5#L?HC#{AWLlY{r9B$a)uMt8P0GQjEemire3jS-Masuy*Ce#>#FXAWlOfDGR7+g z93anaLbqg9^`^D4MI_m>wY3#X*aBI!s;gdiSE;(HsYR{EF*_bRQ$S+cfh3R+AP@+| ziIb2CGXVmb$vPq7V=~_tz9bWqkN|;%ZGaHI`F`izx1Ia$d-ZB-*--Vzd#~Pd&%NiK zd+xnw-Ta!>2UbUl-?(Jmx|83y7zR_ydu@0rTh3=|nH>C!GHfQ5@qFQj_oVL5!td>1 zId7kzV&^JwcQ};5M`?^)`C&qzqPJZmc%ltBMSa(xGUB~t8+ z=lks8N#vVkgzozEG4#kc$s=Rhbq}Lg^*1ZCMT8#$baK~F{$unSevxmIPYL^&@oPBj z9N#8dG*_x*(WaC|Nd_H9H1)1trq_0|rx)%sk#CY`L?A_9Og+ih;sDJA?oTh%tLHeG zpk`+ge8TxnjL8;xSQ>|0jvK^)-zBw1us7W|^F%4NDa(N|GO>B9>gkc~xKeN7GKC;j zmFkMssAcDE5bk7V=grpPeJR032BRQ|VUK18qkzJNITWkYwo8ZBQ+gDL#ml2Ki}3nf z&M}b_nX}RPJXYGaam~=&Si-E)z|dPQeu-B9M=<>qkK*90CZ_4XKbiT!c|Ltao7SRM zP+e^aWLwoluFt0t>!jXp2}b0W;L6A?L33j*SFOPJHoy8%@#EKCwC;h`;wNxgn5q?j z6z9{c&C3@Gc{^Qc)R!9d)oi2qkIx03|ABhopXllfboe42zJx<)mt;aoXl18w5AyqY zUjV;lUgy`BD}mhs?+HeTmt&1VGv8*b4)@U-_%g-sqX2?MHCh42Dj$GJ|1&Cxjy?F3Y%33ut)Y|YN6v8D`XVqbk-=Lxx;lFP{_?I+< zcf|`#09y9wZ=8TUW)9PWim;ZeXMB^0@g6?gogRWVYPi4MimHTzS2Nw zRjc;$2C;WH5UUs1O|kR;eBoPw5Ngy03ZF*J#b4D9x)I+JG1f17UXbJUaF+P=Undyr zJ&?Kl;Z2qy$etfH&|?UJxV;f{le#HLHJDov8H7ZKCSq|3iGl~>of-(5Nz{=lW>P6P zc#?Y_-aBs(pSJdZLQkJMrOMoDxzu-B`rZt$H2+U*E>O4!r^@WwK9F^rnVX=Zg)*MzBh!8D_Olc{kpG)l0HJMHC?U9VG>5$a|Hv2IqZ+pNQwBcN8W z5h+OhCQ{wS@=5L5VFd3Kzi*{hheE=w1p?YsN>EC;;3rbMI6TZgJ9m~88P0om7jg^P zYTi0xSITrAIgWUy1>1se17uO<75DRTd>)CrdoZtHR^4B1tWYR1Dmr7`Q^?i9^3-n< zpF3epj#cWIf*tTD7AlL`nsun^gjd>Ivd`P)Le@h1DRe~ux*wIsDH1hz12wt1stENe z%+PeDioikc=aUF)GBLhWEd|e8QBh3>gTp~>_%s+CKY)WnEdRFAG{sv5If+Hil>Kqr z_b2ReR45X-S#q~&v9M^*kdS?~nIcd0(WO$hPrmbeP%uQMlJH|kOaNsxc?)6{u+#soL*cLh{5CNn@_d&@hzonBv7gcJspW}(7guc5 zNOv5Nw{VCA54dl-xv+=q@`N#8+bbLt5M}!3R)rel7+R`!g{&(hmOq`8JsxUO)at0C z(#aH9AS`Bz&;bO@i1Em5dO99TEZ$<7r2`2#7DNJ32D_pet!#KB%fjjm&qP^KOR`R? ziq%`F_%@evI@o|MDju1;0joY8Y|Ls;hmfSBu`tvjw6#RkVJ2!7$14zhm1H@ogEBM^ zugq5RE99TXaZGTrw8vX}!i~*ad`5b)4JMBMrK2899NsJi0yPi$!Nk!TM}vvOUBg9D z(O}}BaL0}uqHhz2*rH8G?ph)=H@!3JKHM(o)*G}qqweVanXXQjx?!nrO_0V>?sb)D z`etgYXKWk21?|d$!vt8D6i2kRw-y{}X~A(-qyh$RCS;VJdI;7X zvklG;3AG=o{&I+_2QdOtE!NH=2NYR;6zXJFPFbav>?$-rixx_-=b(=+z{V8XB1lH_ zg(|ElaqSqNLlarC&Xg*-GpwgOQ=rQXVx2o+vWS|#Y?TU&g*xYvs#!2mm)b|aov4l~ zwg54zso<$pYCL0Y*>bE>D^OM{*tI&U>`HmdmMQCA(u$H!tLEjJ1k#oo2#~*GE%_gf zIM0DFdfQdPp0ion3aiDcYh!?=FB-TFmW--t)Cu&-Vg+hj$gZ;#4iLCnCQ(}*3SRCH zdZSpGg_>-Fs(Y}UD?w?A;*Xbr%<}xymMxan*){b9HXe944{b4(VMFz~RDm7fR-~_a zd82?h^7B?UUu@Ls1T99LRmYGjy2ceNcr__O$52vsDwYF# zt5qv3E|m&%D+Gq%yNYF%0t`I|+XC)qr607aWQtrvGbgE;x7mo$h%edYfDDQcmg_cB zbXZ3SRxRA<8sfyRSaVrce)Csk{)p!CS6oBT3;F`>h1UY~=4flp$~WNiPyu4zTI+)Tci$C2};XzP|G_BN}UFkA)^5f72fP} z4U|(uqi0b8Re*~zm%d=@TE#n1z}KmNfg*;Z#vuvqfShfFoZFpolv|V$~hRFfq0+=%AtYIXr@0d z?$Eh~s#RI4V_?3*8JMK&Rh0+tKqXZ#xW)=Zfo?NPD;Z?FKn{$`+#I?$i_w7L&cp%= zcm+Uamr#prZb9QtRPbW9Tv$T))QMCAz9-yft@|8?K$xoKZ0LFl6{0qHr7UED?QFdc z7z7TeLBA7@z`kr4TAT&_5=#T_D)|Ocjn1TC?gmRYR1@eS%AvkfhWDaYROK_rk-@>P zopG$09d_yBS@B_ad@0k8jJ5jc`gIqrqn~3_6*g^p{$8#vS$RcqL_Hg0vQNYU>p?N| zcWnZ}=1#sgn1$CO2pB>dsfsj>MSsD_V`|;80e@ z*7-f(9#dSzlH9m1cC58vP3fp$zD`u)Qx5AasP3-6)XzPMS2$f@d_Cr1&vuS8yYd|| zMt}7};rtSw&AVvb23qjR=BZnveILJ2?K{}BrDzv8Nv2?484rBZFmqA++?nfT z{oQ#=))R|Z-EBJAnEj#NBF>-kTOlsf-gY`UBDxyjrdt0Wu(fEZS&U;z!{ZyKV*j0s zEhgp;PkjFi6Wn2Md8VtPSvl>IT_y5cC`GH?`Xo6AukDU!0l zzKDn9c#6fX&RCMHXZ3rcac)~^fx_CQQkIv_BA z#q=Emf1`H0{Oy-D{`RDm1j}(A+jX6=$T#=41AG?QssrwTc(@nR?d16BiVvEaQ)7DS zfJ}WpXezc{K6r%r;6S`jnyFrh_g#i&4Sz&)wuF87?U+SU}waT<%pPWad#^%fOAA8UmQA-)<>@~gI5mu!dp*$dUaUuPAm zt7>{GsPwv^v_LR7HxK~}%mequ0Q~ZW>Xprjm6ge{(bfED8YUlNj?n=l^5;iWv1)#7 zr?$X3Mho# zsYXp}&FvjkSyI!rR*ZvU3g-V~7pgHgw_yg7ymQ-Os1C36 zRZ^z$rFdmTvCXa7{9>idMs(?Hnv7;BT9GnCNjqUdV2P!ySrDx#M#B9WiaEsEd}-tu z(Di#(B8^$SLd_dITRasy37ZH+O)51O4N;Q(ca>W-Z8-dQ;{zg@qVt5}67?e>(#6Na zb`K%I$pa##4#V(D8T-jm5_}*=%IkYOQv85N*SsR!veyV;VDN_{G@m2MwH|xeuG6Cv zO9eb)i!CyggAi8;%VFyUds((}B?CV%xQ#RQj%E4b&8y`mEd9+~%Dz#dS63 zUT5eWS$B8#O$AUT2uHpyo2rlFIGgnlzcSVBQGtjqb!{d9k7xiQ>2D;Yl;3=?TqBc8 zm`x%Sjz(=;t(8iH19F4f-$iQ;+#QG8SY>&=LLHY_q>-w7*q z#hypWaG3Qk5co?H2^FE^%uD&^d0e2Fxl!w*_12{igOfz=yCLwiV_&of~4nF3gsSTzCAvD(fo zT6{ejBvIT%XFh$^|k_HN#Bg zf%Fnz)xx&6!%Ui&)+&u^4(pOj5RkYyiz-oE*F4UL*A;C(H5@d|;a_nchw0)19}9G& zgo9(bSmC>mAydJ0afz>A&c`YrYkaKZSZvVY91e#sDlV(jd7P$;D|~zfAMd9J7Z-n= zPL~uPP^VY&qgV0q)i^#>d<~Ap*V5s2ba*`--av;3>F^)Cdk@jo!*uuwI{ZgEH0kh0 zI=l&o>EfID_>(w7^!QVB|D_b1^bx-O7Cx@>@lihhG#}r}$G7qEXK+-Q{8|40bM*i1 zba)324;6nNN3{7Da5{R`aPgfuPZxg?$Kn|R^e(!3Hyz%?PkxCmbM)lBxH`OX;mpIu z_tCvyro;Pjc&PXRx-8K*8I(<$RQ#^`i#Y1$slZNc=bh!089H!{7{(2nN z(P0V}IK`cG_%n)m`zLg0(DJHEhuf)ueGKLw0tG+Jg+9y$KFozZ%mqEng*?m!Jj@?I zj9}%?hg=zEgIt+QsYYCx6LiIuIY@Qm%3Mixhx80`no!OQ=Pu0PT#=^RR3>uT37roPQ~xx@Bq5|?$zQ&2n>vJ)~nMcI87HX zRev_}pN(XT$=q}k{y(saVev*9HDARcK=i(Gc5PmU^j)Nygmsa33TprC= zaz5FAcfFLCz2Sn8F?6Odd-Ph}C7 zGFO009y}~7)wAT2cY0)@USFzBjgBs^AO{J;FJ>y$`O$L|qw@=+i#Ade6zt_}skShB zko@-2`x~Wtqna(H_rlY61zw%CQ3PH@AjTIps->lDec@JYDG|%TwnwS>(Xom2G1b0% z9f*jJy*;x%O>WTX6O^aKZ)*D9yY4=`@26dvF8bDX&#A2f&m9Dz_?HxS=9~EWlO2luZX^q^i+Jk^fhl@Yp9nCSaDF}8-jp; zBL-kQ1YCRzD%bqkCof^Rf%YCHF*gaaj}A?%DeAq10v3Er>|>`{+ z=limSf?Pi>Xh@Q4JLBJ(zB|ROx@svNc5wDSjFKQFD;#Wk|pxi5+fzPW8V;w{h7c7RY zGq;|BGG)G;u?`}x53g_0m9Bopd5K=&H=X!24lSuDF^F)H#T=L!!o=w$0Fj>og8Lnk zjg*F5&sD)gY%H~e7*+L=-~)d( z#k-=UAE|y-`>XrVt*u0iQnDXNc-Y(sp$17kAjphPd&o++Ew$}H3VQaDz%|y2*Z0$11)-DdSwc^`=kgl1UslokV zY6tQKif@Q64=!?s4h|zQDlDcUU-UL@Hx4-qpYSKz@~2mY2AS!1fYmi%rjN|H%=CXJ zr0cGjDTC9P>DM*D$ywv|#%|M=N>MKf_Ib@sF8h=i@aV1sA(aK>Vlog#leDy~@Fb=P2SYc#orXprElxdRL-Ebk;GudbR+a#2tka!l?q_&*J3}7${~O1T33%jLP}t)BKF5}OT0r6vlNp=O`kE&DO*V8 z&-3%U9>gfo*h#2Aqn2PJi5bnw8Cd1rWF1^wLN-6^NCCby6g!r+Mn@5f78U}j6v8ai z)2f}~yv{*2lk;dl8Rgj36q2^y246{N$PP5hN)wezY@Ew9Yv z78>QVGnKg+N=>zS3aP6s(BiUP%^{jF-^4CG^kRlz8QILQt8$g5>sHh-!#75T?z{Kq zp{-hB>I`25SxF8foek0`{_i+n4XBQlxyN=WeA@zoATKlhxuy&R^o>)D_HwYmYM*jdOv^;0u14 z9^rMaI?7x|lw>Muc>y^!)kVcQIVGstQ8Z<`kI!pdc?eY0MV8-FZy~Te*K|3{ut0eH z?yPgP%T&ay4IK|%Pz+~v=C>EJdFQV4JkK@BR|w0fYQDhF^N5GepJ(Z9a6eTm^@ra; zpnLjPU`$oG{j+v13-1hmiGg8s6-uhE3m`#yP~rDgGiMo%h=@%OC^9*JNh%n=n1_nF z#+OLcx@@a<(OBdX>kHLNW1c_BHz;H~eKTvLG*y8)P_;}XQ_IUj6bf~ZySX&@g{;h~g&y&uG4h`_pn=|f;WJZ6EPxV`> z%nW}AEj)ZpMpOpx*L#Ij~E;pTxbf0^J+sDlX?v+!WTCH^;< za0e4E$Y3zx4klc(Z|r2k4N4miVTZm3(#FR>-d z4v&I#?|vy-F~Su502XNZ+pAS%>WTWDsAhBaY&Lh+8lgoLcJN4?Ly5g$dWICG_06gM z5EH?a=+w5;*w2$>VRDjp{?_;|f0c+OU4M4PT<`JSYP;<2TYIoOrgA67tiJ4$Eo%h1 zGnKT%n%D&(gj$+fd$+sc`tL^3*lF|T2g$?;LLYWH+y#^4mbTdex$Xfizy`bXJ&!7S zJBp6m`lz>dY8#eY!!j+eD&Sc(1guddP+J*2P{rO5`2w59B0dvOPMP z86SrbY1Z+2;lD^6XQ!7iKC;MMHhNHfJetF{brc(Th?_W(7bGyHQf6soYI0&5Qhb%I znMG{!<_ZuZdE3CP))wUIf|dA|EoYJbZ61u38a6q;ldLRhqevg#Kep8x-)c=fprmn= z7-aNA;y6T-xQ7ftc|4Ce-+}_1-`tQ>Ic(#~!$?1d%$yh}NZJK~@m&7a`w7AW*6fM} zabOnPCTmEQL8HL=!3vPF`Z+f8*yF+MG*`{m7A&W1*c8rjsb{e#hAbK~Yl1-u0$I+o z)hl$|Ez=sJH?Y;VAW&f=eHfnBhPhrDw+a*d_U06m)WkM$A(jyqDzWGbv$-kj6wp(y zSQDp_mK1?sD5V%-793EeBCJ$brmW$fhzy72zH-3BNrFi{2qzXR(V1m&)Vl*74$Mdi z6`^Hfz{90pV!*>;dN|Fzx*6LypPNNb?G(1F>qh>-X}$Mx+ZkL_kQ2ddmj_P zy6im@fdA4x0KfN406OozXP=4CuSNIeGb6r`JsbI!=;yx|nCW3Z|5rml|1SZo%YHTi z`0MTg`2B1G(0M;!e#To+NB8U|?;Y8ff%~HOE_ps?4bOtGhrRdT483=e0M=#inE?EM zz3e>`0KNAj)>6hfsn2`~M( z&R{c)@f}^6VGN8V2F4O=Yb-HfykscRv9B2O#{uId9EMFQ28?%Lr8clqBTsK~Y#o;V z(znrCnJpaTN;*=m-X9AGf7h^ATfFzh!a=rG?T_?bLxfbmx1pS#CaoDR30pJtCgzE$ z!MbihZ!pLCRv}f>Zj`o~m!!neP6S@^O&ai0e3FuIJk&>T462Y2DlvKF*XJB+AV3?U zsoYk84`g=5I)|W_$2gAMW>3fEM4!CY@U9#XH9>z;m!-#9Y+mMo5kf@&u27QQA5(A? zk;giSpx?`Wz@~d=RLK{=L*$InW8kQtbEJl@@tiC z3an9KgJpQ!T4z*{!p&zW-Z%$Upr?6<`sfX}IbK+Ahy4CF3L|ci3xyRYRBgL>;X*Db zX5>(Mv!IbyL&-s^Hk91EVko^err@rI($@}#hmvfC8^m=eLEnoy%VH!lbk3V#bozlw zOmz;8&hFK|&9I%72(uf0teUST*WW^qt%30I;+LcUIHkhlfdc3|n`r)|H>{+RT{y#%_;f1EeT4dKa3(X!!4fHAGFHoUK;6~ev9zgEzu2KR%_1}q^3 ze+}FZGS(}8WK9_BHE(knYYG5;Td(K=)D>f8a2jL1OamOvCc9>=Ctn2e`( zLnj1_;gfPY#U)AWaAM~sbyk6f$jix(kOb`qzeZXR??S!kD@pKqP)mZpq$Z&g#dzYg z`oxR!gnJz3iC#MG(?D}n zz$d)oM10~a6<=q0f#MGF*A&i)FDM)mUvStbzT&t~xT3&MI61G1&`-FnY>;q4!Jqg< z!G-vOBO>8S#ed=pr`;3*N_CnZ*f>b^fZ7I207_Q!FT) zDA*8AUNk6Nlbrxgp?FaAw))6H0fmIZO^ykLvkD4@3r@_zk2vZQ`32*y7Z(cG;lNP1 z=~^i9yDBskF0(2&6kW|$C_WKC=IBtka^g#=_)z#y0itjc5u)%PjuL#I!XD9I3KB(U zjuM3n_>fabC|o&lqHyH}io!LJ=zPhcqHsr#6@^8o{xn@V~-}e!6f1W+_QB zZq(EVN_U6<>{^Yp@~x&9xIl$94kCqnDvA^?R2V5-a2zRm+X*CvOO7Okv(r^>gDIGl z*ar<560s(isSFs>fFWVf3>XrJdH^QYh9QaV+*VqR@pewG)gl*!{n^g>>(b4rP$Y2k z_9}4@_!qR>STnrV+c}9#wVk_3Tle;5J7)r{FSz5kbA5FAyh?8IE(>q*Mv4!@X`^4x zo+jk+f8sI)|3!4{j8xzYi zz9HD+gH#)4i?XhfoT)!-(eIbnp+b?s&1@<$TYPo9jWxq-%@!pt6-WB}MH671 z;Nsb0kG$TmmMm~%m<9GmPi$&%h}G$S?f1L{vJHzO^xSA2D?rt!r?;>;OgZ+2798^n zOLfXdc}~T&4X6Z_?u!BraX@2Fcc%Q}Pxb%^E674%!~p&sK~_>t6GdV%T3TOCGx7Pb zYAJ--t|eE^XWT@BBt&wDn5FFH9g$os;+^39@!x@lHJCs4U9sNL*Zi@-do;)DYW`qw z+Whec$pH6OXnn05&YSu*oJ|c55uG-iPgbG1$6#aCJyh|mdRHp%fWq4uMKq>e-MY}8 zV@u-e=Sc=rFCaxWsnFrifC0|&)V)tRvn>f=gchCR4SK3{3WlZ(0+45$Vy*|&@ML7* zs^1q8%B--2$F2^(hJ4@oe1WoXQ=ICp5~%wbWeiZ3250UopMl9jmO{BfkZO&vq?035 z!)yVW2|4QF(B^P8xD{T3zzi3fU0SMEpvKPDZL|-fy2UJVa3FIBnKih@)jV$JSPERF z_kdKbe^pSeWK$t4l}lKOE_r}+Pw>9)#1z^A@AEBG?%sxBu8lj{0#~j6MqjP|B%rV^ zaDJIoL>?;x4|gEGd<42y{L7!lP>}l0hI* zjXS1c#p5vv*#b%Xvcp58*Q1#Plr(zbQL_h(4MtloDbWPc78?{@9fzohb+>Vk5sIy2 z;z+F~#^z5QK-ft8e0CAj3%I{)mKHV#gGV0HT7)wl3Qr%h74GzL&YM2k>Vk;uQe=jgtQ!Q; z%BsoH-4)TA@DL)}s4YbD6jaTVYVOiwd~9}d6nZf@+#38eI7A>BSH^vEM?2{4PLNfHBmd{uDlf_hfo_seY+F^*iroS(Y)n)sSHYml|lVAZ!sZ97c1z|5J>+X(Qa%y=v!IHJT0}YG0MI>M1{9s7uTVH@Jy=9kbwywl_UVJ^J zT=Fxb)e^-axn$VeP)Ntak410(zcHXX=uKbI^{#J)dsDW{l~i85)#{@80cRl5?!bM~ z;ICZx24A$bi}ps^youIFz9n$6Zn#g{w&b0EsTycqAS4ipTc99tUo`rf3*TrYGHa8W zh!)6UB-w*LJGJFMZR)m`9QcSglMn;0vG#Np7ELv)Q~@)Do(Pw4^r*ttsm3|cma`O8 zz)||F@CSu*uGGleS^|*X7A_OU)p~ez4VvI#NHQCj4E{h-u zNNuMqHTI@os_7V#d>~M?r(Y=gB?F3HD1b$7T;o)lex3jmfL$7Zu)mM_dhbY+c< zrFUyMm5&7WUM%3rLE6E@>J!*|4cNO|0P7NaCIFpd?@IQOt5I4=pm0V*VCbp9VM#Qr zhd6wn0fz+vtVKZ>zUf<^^rd+5!VI$Q-u7 z#!PZ##~ABbQ6I_~{6T?C*>lCmp0{q@=GUw~usTxw2BOS1FI6z*9>l#V2;xmK#da{L zK8lJcx!L;-1R>ktu2whsm=RTzZ_5_9)6*gQ3{%xY{o8{H<+)G1qiM0TsI^3~d>UD@ z6SPLsnHyj9quQ`-@vcD32YcIRJ|p~qq0ingfOR>DO#t4j0Z2ZLJe}}cL%v+%gO-L+ z{h`3%Ck0GNS{+cmkHKFtVDRGtSeFa9s?}C;I zaaw;up&cf?q%K{z?vTVgJNk4+w_SUQHhomC$@~|SYH%_9a28WoxzBbx(S5=e$&QsV{?8nO%Pu`AP zPbsv>Fy7_USW1P~K~tTVCTGZ33JQr|HWhE!g{|{9v3o~!9?m^{(VQ&p!I;vbXfMWl z)L$8Wx)fd+$*Q|6BYg=V-;xcCpi1Ki3@rgnRSHo-50(H&=XyE!%Spe-We2DEcY_qx zV48p8E$%e`PCAt5ZXEQvjy^ehx)i~FD{X5 zxD#t0F6mW!k-Wy0CfT>}QA+1h;Viu1u{g5eEMCQWsXR{(>+F9yj|^7zLewoVZwk^40OinS(E5wod=( zAscTN*x{X8usDmw9XZHQZIvf|#@g55*Quac*kr9hq*)%W>jJO&HA16Y$6dNPT9l&; z(^{_zpB__M2ej$03NL;lOq;Um?y9h`W;D`IME>xFN92A+Bm&9A4FUByauDP05{b7NL9-@7t0qqY8VBMkpkO_c}?RI7; zrEh-UmFw0ycNNx5i`fy_D#Vq(X-wi)n{=LdzRdty+@IM=3-MvE3TYso>Dq5H>LMd4;pp z;z<3lTt>h)dPq|)g~4ZY6L4yzIdCbB*f#c#pt7Y(g@V**OCE~;rkFc@e6~h`b8>aO zr+}kO7)De1l`1Sv5t_}}Aj3BpAs~_BEeliXI^0gG$TmRJJ5BiB?od(9Ct5d#=Y|X3 z9Il1AL4tyRueTKJ&rm~SVG0h>N|Y3~jnFZFf=v(Xy+-Prr`Ub8REO}so?&C{kEyLG5h zpG)r=+MFTMLhVvyR8_;9Xuw=uTRVPVwM-G65}y7K(A*j*Dkkm)1+qQDrv;HmPtjc| zDj1xmsQ8oyI9gGmSr?rA*!tdjZXZCfl<7+S02pdM-h;ah&+SRqb9<-bxxJ13wEZEa z+_raEy&PG}$9tzWmuQ5k8tmrj#2;v>6yd`fJyMvhW~(cs2dbEIc+wbE`-jY&duQ|> zNH}4kTN|CsjE|3&3bUig{kl*o^WPdoj%gU1o`nm4ZSzZCfd<=*%Mc!Cb-4&nOmw%51f^WUKQvoVJ`@rYpssCdYSLg*nzt(}(xN zr)hkvHSvIAc9Y|~6vne87`-Q3YAE;o5$=!4@!hKVIL-|@l~Y1b@?fDwH?t^fE`RI& zr2Bq=a-o8sW)acU8d7CUjCo}YVg5v{WVp+dY?dZg$e63y+Jfbjov{uM(q8*%uY-#F z!GNy7Wh#Blu40E*OW#p&(KM7A4CujtR*SGgC6*sD(-xE1lywS|S-E0OoVKQs?HLKT z6syFRBM)6vu3o9GOj*53S}In~U!l33wpEAZ%pbYDaFp#mj%(qsa=xT3HljA5UFoD{ zTh;PPU*$yXF?*|%9+EogE5bTy8N;G^`2w;k|FV*nupA$IO(`w0o_PB&w-A?Hvn57b zsEbQ>8pS28>mcPN9hV{o&9h@F9!0M)N^@UevhS7Q?WV+%SzsdHVZl=m1tz9ig{Y?c zP4Gz@!dkTt#twIe(l^fV&T<67GLV^}Q9e6UnNxv$oLw^cGLtJa-^2zq^rGBB)6Q8H zY1&GQ!sNEv{}B6YEHRg|^#!*sC~BxDF+hh>UH}o4=`E>)u;Mo12+}_T8IjjMmJO;;~<2oJr=|YZd|wyNLp2MHzE}!W+($m#6S|! z|BZ`~L=1RC`X!LZRhHBDVxTT%5#MEIKeRqj{D@MyJ*G18(z5{iCpybN2uYiy^d&0pr}n^S3(WhR<*g; z*IsKP)OfxWYCJtG)aZ>rovFe4zEp28qG~wi^l8{%rRQNzpLWd++4`^+3dHGs!3OyB zg=WgwG90JL7QPFQfUEABn@b-lEK-~)g9kwPu@GLoQqZC_Qi-C=7~zF)@jv^gVd2I7 z0$AAMzxe^OcHj(lZZ9~oh1e{f692&9K3!6crN7FA-+SuC_n1Y7I><|zt3k(9hczl$ zOgM&gFqWT(E^Lv^>)c?~&;n613+stjuPT`<6hmh?!Ybl-o;gu%*f^5~-kB1NT0^ds zZ+ddoT-pXV1>R*R>xTHvqes`RBU|9w)IiG87DhW0zlyo(A8FfErs zxtTqonPy)jcrGnljV02S&sS~Oma=j7Tpd^Q(8aUX8`(SUY86Zmku+;i-D_4}kF{TS z*jrt|+6&VB^WKuCZ_-saFq;q^bT7?rP7|}~op4x=c~ZUcalj4r%5LNMgyE!GTD5@vi4*5Z5=G18sF{;0LR(Zq_^G9MZPR`e5G8^ zo@bM%DT;whnI5vWT45f(02QREXxK7;(37%)Vtjv(aL;=**)x&d-=962Plf-c5ku69 zrmH=gY^xe?Iu%CDa=leN56eB;mHpbInHsEfTfM=}tNb;8#GWkhhT0Ld+=H2RC;A>N zRFS8ui4y`i>rx)2o*{jpD=NN#I7=nsGO^DgYV+U}2clfM8& zg>X>I!Nl_*c{Cukg^%Ggx=QN|O-r=@b|0|pgl?2ps)Zap80M^f_DTiik;_79wy|h! zIbts&*L>clc)~R|9;CFj!^_6JznLL-edL55wpvwL?w60n;5)Qm4rj>-Y9^ZD$D(Ub z#(?UeYyDmH<8Kakt!$UOi{75Rca#SP_fH!b(}Ol|bi3B=CFO_W-xe4u_7+2a;O68Q znu;bt#z;iw;|x+CCr6V$-L$oxHMJ$gSfjQv$rrl2+yQJfcUeTZi`=L)kkf7_XX@wc z-gs0!-FY#JGSo`xArQtI>`XrKVRvWp20@9DOVjRlCJauSB43*faBtUyH_J8QRsC8M zni?D;UEKE1jDnnuLycr#<0CI|hvm9lacYNY7-;^nM9tU;7+{2ld z=BoC~8#M7NuO(;!0yB@d4sfQCQ+#z3K$na)vSKT@5e*uLaC=j!%6B{52+IgN9(W3sE#1!*bx47CKE z%N2FxhuA;UKT^2zd71ONldC%Yt>IO!Xus2)ubHKDYSGS8&=lB1dWO-bXyWJnC|_XZ zAT1rCs^JGDYf!?4C0;6=4iz?2$CoSMY!06v(V=ZlQTNQaOO6@+IX=~IsWLPCU9Pf- z9dUG`;1;Ee&DLPXf@FbrCW9FZLmk|rz#M@uYBc(BwTO8Sj=szV1~b<3!eGX#^2D%= zjTDgx&h8DKKcJ+h+u(wHD)UW>D@K3qteSx4Y<`KNk1=5lW-J8C&^(+xdwt9pKgcsy zP}=ipY+Khr+VjMQ%N#xQr^G(FPtqO+r%8MMR0Et?Ja_U_2&&&B?-(kkKOQnWT?P5X z_7qzekB?cgyGHfW1nG6u(yM=)M*=lIY4v;)$>k!DNIy1{mNk;eWR!=ZH35U|K5PQ0 z{u6{3SXwgchouuSbuwzAvsy9G6*O*iBC91j7ZDYU&Ur*7#tC*zP!-V?Orq#?jwcjn z!dP4yK24Dm_E;0!yZ2d|*r~1LDI!rcqopQV6T3nya3Z#jw+MrfEQ63N2_iT|3)F_? zu5G~J=ZI@8GuMEGpZ?&)?1#?IeueorJ)>Z@?wR*7G{^@Go=_sCJk0zC3|@(P+K>Sa z82o_2cgf&|a_&pC_Gddtxig5|e)Pu<(%%LBleQU&(hzoK2PxaCwEOxlC_)eD=)AA4 zXXj^B9Gsb2t_t1TYV%6E7YvYN8w1`qMYf#pAv#Vom4h`ef@S3G^Q(u`QV)K0SPw3P z@{BaE&?+LL^w{l2=`kTEq{B>}KxWfRFeh3k5Fb=5Et-M*f+DZm+9zAUuicEDwzl=X zS^zWH0>199v#|PGR)HXpmJAMCxoj!dAS*!fxv-ZNk9UOd zxs@BO1BGg>zSUZSYlibi9XVrE%q>>sLKKSVfXHMpYs14@OF-}juSRSNbfM}b`fNy` zQR>s925^l1rf)BJ@$m$G)`MIHqi6geI%;veAHM7>>ASOb`jEX;v&-q*7b~P(XBqw( zkCa~mMSL)KF5BO$%>kU1yLja4MDvaDO6c5`3V6uAve(nSl zfH4g~^4tl-Axb$4N6xc_^fAN*uhv)66D=s@M|27?elIB_;WvUJPKhRVJtlpM*kGWD zdj+sADZ&KcME3xEiZB7_oFam}1L7XUtHl&ykKTs3wU`BF_QCNteY{>dYgb!PMqvCW zC`VFAo8Jmb`Eh~U9#YCB21+?EfOSbJCIF4@0r-?+0?;|7Oa*vHpofnX>h+SHz897g z<(VUuMxmBXAI+|$_m*;qrqY6FcKPh2y&@(3bY6@grFRJA_mGq>HIUNJ2w+{3k_o_1 zcMrfPB@=+oN$FNIDeWy4a(22<1~FkXQAMnQ{LB%1xll`EJwv;c7S!}YBQ+%}RT5NJ zB?+4PsOW_r($r-Jn)-+U)+J4u0Q`3M0DPJ<0nlkGVjpWP^KHxDk`*l z`rszH8lJ=6kNic|ZU%aKD|;?mC~*QXvh1%>tn_N5%!#FF*Fz>pw1p}aU|l`eD6>5) zB4E_cq|Tf*A8;KuI?QKin8oTn9bwFYK=~^f=YM%Y;X!Vx5lF5_UANGYxRJi_|DFzoHPN zh~_z{a_5E{hrz;%N9b@A2Zs$#(|?UhpP^A{1fLygZp>FJOZm!jd9}H|URYW+O9dTB zpCL$0`;xip&}ocdBzEsg(7e`wbBS`}8$pck?h4~)hcG;nV0`EoUB0kG41wrbx~p6? z49@R#?vzOlaAXG*b4HHw%0*Em9db3K+`tBFGNn@}b>kwHlQ;S=QP=D52@J7XiG4?+(u zVP`_|0$k5dCFDk8aU{2c+=P6C?ej||N*2qx$5n<<iaU<)s~@MAGjUl#)^YLLW;(*4Q2zFbqZABuUDl7Qw5HTiKAF!9@Qd&er{U>g46vJ%7KuX5MtLT!XR$+RJI^H&2lE z@&LB;)}64=kMVE02@#^ne_9P+3c`^`#`da>EYp<2F_pUMc8Bv*_&MT09$~9l!pb6S zN>2GsV>{2D)VUQBB4qO_cQplGS*)C+3C8<&-~~GHsVTrZ7`}xApBmqVX5drPMI`zZ zR@6!J-TYwt)C3p5gUK;sW6UM+(V z34_TID^AzHbTBy%CPyc&yzUX(%Mb}_>#HP_{}sFP&h-|FrRe+q#g(FeLWlt(MZw*L z7h`am6#Ziw;N(*DR|Nte?{@tTUSCNh!a-Hd21C zCDBzP`s7J;O%2xNSbBq-o5)N&O{VLi{4)HAt=d}#F*aGy>z)B2(ARr$S|OD2lHG*! z+=%zQ$a?hNwXm^1y;^(*pB%Z~y`(2)VmF2O)q@&`Dz(Y8*!S=;Qhf0hDDxg1T#Z*# zycS!Hqt^@vRJ5!seB{QU+COp>8l{)bOKa$`9I}PHmr9vMr5;!vDdurLysl{Tso|hv z4*!btI7}B8_*kGDB^(?}m|%OjiLYPI$0{Fde5~VGY|!Bx4u>x)F00ddoTiH_ ze0&8T@23YB7k`{imlPjRr&sc$SMl-HI6hQ-4UWav(&2SF`E6ya|Wt;+y&SlQ=F+6@QBEzZ7;p#Ygz|Tll!j$4B}2(|mj@AK%8u zpTSXK@@M(~&(Z(4)8QRBJXHL79MR@q!0G5!!^L;vJYD=n9E)cN(7WjB-E?>lKlvrP z%+Ztg;_C3mg)2{+&8~P8CypCY}|qqr>9!aVXN^ z<1fJBcj=HJx3-(K-WTk7;3oIv&eMyGYf@8VSa9u5znyYF5tUi5S> zXT3UIg41;IQuSve|Jew}Uu15&3I88h#jto2jhe6G5FmQ+28WuGJEvWBrc}u}D&hiN zx`SpUWSF%ckKLz=Uipq#g3S@GxVrbz6)k(Gd6vRZj#~XBQQo??&Rvi2QWvUw@y++GM2KO9@KfjO8^&cdMd7m zi<7cfQwI|kJZ~Vup_-JDVWA4-pqBP|JJ&#_(RpYqU5ny?>4$E;kz|+W^U`Lekj@(04lgBD_#4$km2 zgz);{*Jp0SoNxdRl#~mVtpOp&7{=UykowHhoz#e!A7OF>0~9t0L>5+);PTNv?NpNX?6>^^jW`xRNJComgCu*o#OjJIhx;MKmfwlpv~mA@Irgn2 zZoGmet_fy?51=I8=N_GC=quO|Sj|cB&7$ImMzCBwF0r#Y{@#VHVBpSmMv2j zGd<#{&b9%36HIam#^SVN@;@5!w-xmE9EDlI5qp+uWf=?}tOQ9i8jDDfF+qHN8+IGc zY=iRX6N(KCyTNL?;Y5VD-px!{o0#P&-y3=BC>YD|M5qH>H z%+}7<+ytZ8|DA)YCQ738da2YlYVqxJn4t@H8CIWE*xhzEpPenh^L>Tdd$5d;YuG%) zSpY3V@9?%SSiA*5*s!Ae5leKI+(LmPc$+%q)=|GalFaGLkwu~iN(PVpWfpXT(m|s0 zStRn|`CaXE>2D1r#(`q2R0{Q}HQ>=&MRs^LJ+y*V!5$sOcuND&8#zTFfCSZ=NY+O? zke27M;US%%I>bw*U*hU$cDgdxg8-awHmcuT)P z7=hBWQc^aw4mmml$Nw7N`2)`-EtRhxKDGAYVpVotD(S3NcZu5rs5A3bT`5#RdU>+Au&|sTY?>r^>$kHy<1r#Mf$3v``)f3 zQ(FNF%bd49!_0(7l82=Ez*C2Hx{DL#ZtMCGk0^}X7K8kdkM(t?*}^T}aTPVbBKrGq z49E@^xSsd)(c9jx&x6!DcUk+g{!VIg9T|&OUHp}7!F;;6X!D$uTA(dM^FGaz$>!j~Cg&fQUVcevW~M7#D4tc}@IuQi zT#a+n3u2VNAqHFrz2uMb1EEn)EptctMcU3aw$=JTOtL+HYj4}-55xF&&C11{y9(~* z`c@9zIK*`|bi?hupZl)^qVR`qxX?X{C=w6dFaJQT?A^g^ZT&4Kk`5@(XHnro+htK7dP;4@-LY?EF<*-z(-4cfAzA?80#OVm?nS{~z7qq! zgHHC@%b^f^p_aPrMarb=B9UlGSDKnX8myi3ayKZR}=j}k4ty_CS}9I5m!~*8YN?0f`$o3 zGo`|875XdIa>4$TwQB_^y=vC*Qhpd}IrR9Q9I9UJnil`0))`UkxT_$9436C=eVgVtCIj4C_qI!=d)q}}_clbj zw4tOV4e;ti%}r2o!!8Ped{!S=ZKn9&46mFPrfSU%h^tpyJ-w>=!nK>K#)KVxjOc8r zd4;0bw4zwg|I6Vx?qi3bTe+Vd4G&VulrTv9U}tgYwYxxu8eN0{C+B@H*k83_(#G2I zfYF^BGI{^;dpKU7JFwM0x_NovE4dE(3qhh>QO^+~vTrBrL=1%Z85hob_vLDd43dBF}1MRE71xXdUAlz6u!>G8|CJb9ZeZ zFp>XenLze;Vt{l-4)1y}Ob)U|E;-!UHaeep_1koW!VE5x z9DN;-(H5uUQlXaxxkkko9Ic$VdLk>SD7`w|^Ah3l=PS(23HTbp4 zu=>p-0kHaxRvOMFV&w!WB}|x`CGA|WS_Ic9&m8Y!jZ%CUk$7}~U4M1*_=oT!FBPu? zK;IQD+WoAn)d_>sW}&N-0q*VUBqdiT7aLY5#Sa6C4;6nK#|Ku6zk?GNBE^s3-1RcV zgoeb!X(aht{pOpj+hAr_%EI>wyw)EphEXENKwDo1>2}}R(CsHa@9?VIek(Ax}xew@^@^AA~`cnPex410-Ha|obdFSW8#bx=o`RR7|B}>#R zlkx6bh<@(=bFb7nwQJW7|FvDac6xu@vZ&&C%YR_)+O^AjOVlg)0B`N~-g3+0HU=M9 zyLP+JkgM5wpW7IGfVbRdmTY6n1CjV*8gm=Jd>jV5mbDi#QLW>J+2c!w9@h&+KCwnQ zztuWg%~*FWBkuN{$n1kf9Da*gEYz%tiHy@8ZUonQe*vB4 zvSN)Kpjg}GoQ*q$`S}{e0o*NfwkmFNmncr7A-#480b4kG7WTAdz$(-L>`1my&RUjR z+{6yIII3jIC$zHkqHv7d*Zg-30 z#%ffl)ow3}r+NW%_ZCVJW-OxkGK3rWIgRy-gs9 z-3r6zbLgi=A!j73v%mUSChk;BrO`uAA2UZwo1UU8G&s9@ZwL3=D)%>g0)?*zU9 zqUd*k%&PapxV&uLzBrq$o+ZBQvtuen{q~M-weG)pV&o@c4l@1 z94<6y-k=IV18W5`pZO$NZ2_MyQ ze%>8*A^-YJUqAyQw@+d=7@y3bj`T=tn@9BGv+?nXvF&Kg zOOe6aK~aS~4%QBXwF6Ov%RiYq25SdG!&7qYAY|p)amZOnIetirKqBRXPK?ltp5;eH zl<^qb$OGn!DSdIz%TS?6;6@{W=BCBMqODYk%~Tz^M@AtLE0k9q>wv$cWMnJ?Jr&v5 zXxYwhNT2AF&$@Emx?A#vb9+*^)aonPUe|I6|B&Cq`-cpP@aHHzg;k%e z$a0}$ufI@tzrAIY8;3@+`W8N!Rpdy$b!dFZVnNicLtaaVsOh(0FPL?Za0?pEU*9?u zE}!3~p@T2>+%k%TgAV#1kbUWoTuGRIU&+PvyVK|a{T?JM`YniA^jj=+(QopuP`{~m zhWcIFB0&+TbPOzih$N2uEzWi37PplXzWx-$%F5S~H12*P~+sQX3u3p*{-nbfc(TFUCY86A+^7@3p?6hq(#$M|Gz0pZt#2qHtp1%NB-L+2KC9nK!eJCb zG#u^LOA6IB#AQeYmPEawmu$wDp~FMH5^An5fYyOH;%NQ00ZKBI5q>1fc84$&s&D9q zQD39i(KzBdn(4{><_Sr{by)M4|d9foie01=GDburyMc>(npvXai;BH>&ac|I&=tw zoigZiuv7MBviUu|*{*}oBG#sZopLm4NMazD?Sq}NOGmWmSlBbzDGS-!V5h9sqJy3C zo(r&37E1X0BlXe|?rM$_{>axNmGGA$c<^GjzFPbwMdH>yg?^uIvP%4XyP#XE;5V@f zexbftYDWX#j{90ORi2%J(eWZ893u@ROc8>reuFiGYU@dA>qhcsFVYc%pFhdp?~ zZVo*$ba4pRvi7bguPN}2e6vM6lLfx{>kHXZeIT~wfo?+O$3<%l9_TN-@f6%UDCoYE zV8G3_6DC#1FZeds5BT&*VKIx82cu(?GquJnT!&|zBn~rVD4(gFoA>>FKPRoXn!7rM z>JE)!@>Cebuh1;}tCX1XU+L;wgp{x13f`vggB2M+suio4zM40-Y?C{eeuIkQDemtL zH2hT!@f{2j-znS#pk>d#=w2K7kr1rEX2U56(LStYWIjR=f0fBV^)Fm#$Y0g<-wp(r z&|?Tpc2JyTN|#LpXZ;p~H4tGU=wi_f+!rgiD`N`p0QWwF`r5%TgOV+A8Pr8ui~#wT zY;Okx-6scAm0FU+V<*thltBY29w_}JB1<5Pg_GUGO9%lz;3j9GbQg+9RLTyb6AX8X zN-)HQlBEeVIa~FMI4TZ zPv1s9i$e!E3yRS5R%bm$iOFz&KK3AlmgcPqw=X4x2FL^+ki(ig~4U3*$laLy^ z3P{7?v`zIZHNer%AKmxq$;;O}fj!9SA@PrM=Cf9D!{+-)cB<7GrqSMiRr4f z8iy2shraqtaR#tkP`}C4xaa;JEapyoxrBtTfJ)ITMi9?n#k$QpjEEM zHWC}+JaQbF@d~yD`&GCHl~>%)$MJb2?(Tum1}owH)y4{ii=m=3);)z>9g~XsP2zLM zRsC3{j%Bk0{=`BBN%gElRVReTUZe=L%Y`fjz(7|7p!<;roFY+kHyDQ-ErU?6LP<;` zQmX&?BwW`g#&@a}+j;oOIkS@FScAb4*}=|e7z~adsKFtYX78qHiq{`<5{q0n^~W{S zpRnJF3Pl1p%3YJYX1*h`vC*@$?wUD_wc5Znvp)u>(*}=9-S^TpTp>%0)((thcO?uq z+Fs$H0HM(jSaP{lAr-e{Orwk-LcS&u%b!ll9uGAsYIW36>11Or5Eiq3(g6hQ)A7h` zUNla=SpqoHxv9BDU4~ct|qz#zXvMFmVhf4xN$=oHev~8cZB}q&nz#BX=zkvh&^6JT9Z9MRU^8tz>w4fi&zt>K;t4Iy2J zo>1a8SZR=r$C6zoyHnPE)kuV`R9lorMCq%8DWP5M|CGgcXu4{4Pj_X?f%;WJK~l{X z(%UAnO#4nufe~ZhH~>SIY1h0hZ1^E-@9JuG!w>nEY-0rB##PBz<(aC~k|b;>F0Hvr z2}U2({cHlVRIQw&96&JCTttXz%RawUD&&wnY8i2yD|3z+2ffZAPa)%W<;K=5@=WES zShbjf5VxAGL#Cv%bd6vNDc#kRLEa>>-T@)_SijCd2qCQZz_{W7cT}NTLk_R%e1mMN zT{{}|6eKy+8E)6019FuzqDB{RHNxsi)=qBrMz1oQIn;Tf&}~EONv0R1_C&z~-9OSV zbYE{k_mBYAp6JsV*uK4i3BV6)0NS%RK&Mb=M0J}|xdeJ{#9)q~cO2Opv|VnDIfCAQ zw}=+^aJW3v(0{uHurB-01VHb-rbUy@!B(rK%|T~H z1nmy)Lnp0)-NDeuT)TspB&3S2><$>5W_NIp1~^)?(S6?zRI8JY);fHO5q~%@59|)Y zSmQe}l4uWg1G|H`EGmqqfl*EbeMQ}d+K3j&(#<<{)y2T>KsO=P zF_c72IIugQjA)J-tByc}b_}l!><*s1xda9i$6(?ZOdRd{9_V~;FmZV4N%DJ=Y_)U* z_H5!1TeL?bcP$Yrr{38eJkl=c)*G}qyMyTcSv#`!1a=2yqM# zw)WQU;A&}iaLL-*9hlG%(s_Jv)4Fw=U$gqa>PYb$h^x`8lD29I?rYYTSsRuI2q}RZ z@Bv%QZlQ<)^luC4lDAkZl?K$z<$5aRf0Lb4;RHgTINnPBSAL`tSK~ZV{CCtKSea|@ zB^O}F&Y_YUEkLW{zOA&P#y7;k{_ld~x>k=pi-KMGS_l^EOnlx|g!~bJ8Dg_c_y|gh zRJWOqSN$fh1gX6JY)tElk3CPK^C}&<3q;{E{8%9Jb1|SIc%+e0IcnUGqH;vB#zvR!x@h_aB3ap7bxSnyn-{8yo4mo4yp0hYEDq6?u=&#pL|O)mI$JVqXwUanyMrzBuot__aH_g z@zX&3CO6Vj)>5(8$ZRiUtj8hS>iEzcq(?20bb_j7?n@nnSNnO7#1PM^PHQ_ZZj3`9 zQK2?Wo?I%V$<{ufE1}49@J$EN(i^IhPCymZzFM_wOJpg9I8*d|d<+2!oa>40xF!oX zCni}S7MT}d$}iC2XofN;;mYq6xdSDt7xmF__ynMLjLo>fL~}8;92y?&1|}-U6yDW9 zxy>+8WJ}zE^6UsUgos^&S`dG?PZ=HMFGY zC(NZ)JaD78X#IWnX|3Tqq9t$cc}s4jXok@-h7+}f*ITc95-@-^=;kYJ5{O<}(w`a@}vLrVF_(&H3Vl0tOph9D=du!F^ zGhIt$+C-e%JvD*oo)c3$WVoQ{w^YZfeb3i`i8Zh%zIz+i_$>YTmxQSA%AT0PX=0~; z)&NIaEOp;QCohMzlkCV;&=1F=Ea{1qvHUKQu;UE>j+7Id%7S~o_M1l5JTF|;G@@ly z;GJ%b?9C&{tFxL>W2x~mrwF6X?{WAMxq-S0HN*>}m{kqCTBzIB z-Hp0mmc?bc;m+K%Ry+P171zTrYdg}HrN-U18S7;o&o(HESFVyfyOjfYxly(5w95!+ zh94!*1ct__EVm5z9I96fvu0J+Boeu%#t)?z3q;-7DCM)(-bEk~r+lR}hwx^8 z8x`)iJ7u|T4c4ng01>?E_TzTsuuhG;q3ZN{1w?;+M!0N&;W_v zzG#;aNe%RcBfrRYt8N=7$EjW};m5Y|D2;&<5MQ9`fo2at%CZ>1y+!q!aOpm(jZU?# z11pHq=S28BRH@lZ3o5{$LlcDi376hml(o;cYp`!tSUZwkuG-~X0QZwLh9=xHBHMU0 zcSi-<7?i>za&H-QHH2fq9`b2ooa^P5;nvS>lY2g1s=)13)yEw`6y$CRvD4@sXAIGJ zoQR@(r>tWTd#Q+PT&ok6DvTWGt=rHI)gbOsme?{5n4{YnbRIBAV%h`d=y0w9bHtc% z80`-Va}*n`tGB!U1ac7@xeMx#KY_nse>y4@3EU`7Pwr1}d1PawSLd1#@8p|OgE)qL zOPrmfP*#I@)0<;#$CHUFG3Ru<*ghF5iOb=CUqSh73szDnv|4m#) zgyN!pX@!-zZJQ56)tWfJevdYE{ykhp)P*`EzAiC)J|94IMQAtZzZYGRZ7nO3WasEZ zQZ+KuOH%R;h42cEs201=WYwXKssARfBKj&6STr=6Oq*7}_uidkHo`7h~r?Cp3|JYgPeVu_q z#`UQXINuy8gN-n1>YaDwNV}k0i<{%TBcr9w?N~4+@Q##{du8{sk=ojC??@A1-R>o# zt-bY*yiR&YUb?p4ktQ^R?6CBx%sU<5i>kfM#x86cUq=dMj`5nEtsqOcvc=~B%&>rm zJw-OJ+ahjGT#PhWoDuXP4eUY&i%DWG&&L!PF|v)rD`YM^dn)X&A#3lND{k_UBv_7o zTedZVJmae7`)!!2*0SSYv}Mb51=daVg)Cw#BlVz)u&sO}DB?0AEW>f4P<9+AD6aBs z1+T%iqITn!E$((-`S2`EiKf0PrWcCuM$XirPwZ~39sn5Awz6ON5tQw~bXE}X-YTgoVWn>FGMF+a}oNQn1spn_d`SKiI)mgw2v z=@&`P8A$TC1TdE*cX!@+(G*#F*F@@bOH)%G*P7D7@b!aun*cnf0Z8s@@W3fIl{1n$ zlMZ?qXXu^jq%uFd5%Q5wyi};wRYU{jT40s&K`r2kMqJ(TKnwZS!O9ko;H6+7NJVjP zJO%eMC4EHf^{tj4)0?kREBCgF&VJg9-rtwH33~Y}fniB69dxHpFY^Y{|DOU_dv+or zQ+*QvonG4Eele!{CejS?!R`&go0G1ozGJDsjiQ7r!Xdgfk+EjR-%$yQAk@y|-_S*C zVB%kWt!v`{t%Nkum5D!t(@gxop#hFIBI>?p2Ue^k>~Mck)+WAr^1#HOaMi-d0&gh& zqh$?D{9W4ObA*k7kFSA=zl*Op#XG&DtZPZVJ}~ijaps>}Xh{PEN9M`nuAhZ__6zc_ z2F!6_;y>_z%2+?Z{!e0q_Us+5iN9RLM(&>aW8&{G*sn*0B7qwvugOjPuZ?VM^y++I z;=gt&0|q8kG*Oe;*ucb}qxat8+H5;mX>D{G@0qO|SQ>3T2PXbxNn^G>9hmrQjywYs z|BODU%#<@Q@mCgV0~7x}fxzq(D8Q#5T$z1z1}6T%8L%@j@n_n3Aa%=Vt-eyS_oQyA zX9w%kJltSgM&9v+`53#!2v zcHn{o#t-Uqzzh0X7U$(X;{w6f& z_FFm{nrRj49;Sb3io%~pq{g%pc{t6c{b^Wf@mF;oLYg8A(FLcRpR1h%ZdJp|USW5tP~K3I#*d zv}gkS0hFWwzxMqG1AZOww`IO24{$h>(+&G8i?f9?8B{9I2*Q903GJHcI_WJ^{+rSw z{eCfWq{(8)062+7`s-o}jNo}j#uIXWc;wH+xRbSa&3`XpO6a1U$)Zv}dLdh?k1#o4 zjAY13wwV4+s5~!P161l>I?r+3YZ`{I<5L>BT^@K>_QU%Hm=^SwtRH?orpT@+?p@ys zQ=F{7OL3R`(ZQ#Zx3_~n^i6_Il?(M@58MgTcY|LCJqNs$CWeUeo=cXp)o$}!v2yxU zZ+q28+%iBEe4Cnrl?y>sWOYSm7GHm9rED z-5pf|E4aRqUt|vHfjF;~wTv%qo$>xiqH-mRTDLQ}@{zsV(Gp-|Oo1Jcji0aTeFn0T zwRaiv^Q?HR2{M;ONCdP)Bn~I=$=p=m5NSm5=;SQo+3bWvo|5xb8*Z~zP)fFJLHFiP z%ZeF17rrveDaQD&z{v}G+lM|*-f!r`n*^{fhrS7b)dhf

F~e>fi1i9-3pWD~pzO zB15h%&a+dFC)OVHyXMEz{^yDm)ZY34aJL3dERR2LgOjIXf5Oh{%87-+X-+IZssWBR zlj}jBeu-qo$^?w1#*qhdRN{wzP70IlbCk-*H=9;|Aa0m?_Z$?G*B|p!f2hr(LXp6Y+w$b*r!$d_jUHFJ`RVfdL4@h= zw+Pcu8uc~l@Z%$m#qdU5lWwxDOsX=zpb>)6kOX!%gMs+{7fN$55Oss=C+9#EONduR z&Z-eR>)t68f4p7Ltrrk+3dQL4Lpyu&1PVpD7E_y^`>3t`Rw$YP>wA!hw)R$`c!N|Z zZd_Z1q6rQ9E?P%J^ZJ~t`ij>a`tMn7sR&Ifk~L8ge&TlQgSCxm2yk*0;qcK))kXxZ zxk_~rso5Y!L_9Sl6KtU`d}hRFQgZkQVw6b1Sx1t?PsJ1%!QYHbCZs(4bSaEgS$kJ< zXi^@^H(RtbnbPX-E@Vsf(bSgm(1gn07p(y*qlB7m#IZVgYOhsWs8s9LxkBEqSR*Ty zhLwX{v)-tdt;UiHJGNxo`OT+C7V7n-+SKUi^73*9@70mQIRg$cx}2@&7G8Aj)^hgl zA6vQmrPY)BZ{O@mBVG@KfM5`~&4~eeMQ}FoHog;c`Tr4ElVsHnwHM!lhBR+(0|%?l z0D06iiTI3RfP7cfuRS?INEU7a@a^sa_#v-M0KTaKNG?;)pSo*q4iN~mB`aUaH7F9L zVxO2rd~#cY!9})~Sz5_w>)8x)FplEo+Gy3DgKh@-CP%YNg;D3F+wjVPDuj6?waqNl z7faEUctbRBNqTWF3R=5yS8zeoEv+4JX{|d1gvszP4P^LSQS~m#&;;Oy?g98@XadkV z8QO{rLsUqLfNsf<%1A_qM(8FwG`}e5aKFHHw{&<%cXa4sAWVq=w}B8}BIUNW3mFw0ygW*9h3b1K0sBcnqP|cebu~!D` z@%GAT-YW~vw5ppX^GAjac98$zBa>aQZ;))-Q|X)jP<5XM5Mh()k>ZQ509Nk7!FKk> zO?uN~hOH`d^qOHF{wn(MWzbd@@6$|_+u>8qOKX)zHD|A?@@7#lGM>)ke0W{a=2OGz zzd8IX&f_p$T;OAYZj^9vwrLf<``G`_-kZS5aa8x?l69{wOY#lIc6$YQwbrb(t6SIx zX?;nuWTBNWY)6{incbb%?96x$Noyl~U>gZ07|epX4}&?)We$V+lOKr_$jLwOOUOwQ zOn?v){4?O63C7{~eO29E{i?cqX1ZtA5|KW3_iT4{y;rYZy?XWPy;mntiIVtzi@27> zwIZ%nT#hr0t)&*$*h4*T=C!ae1SxPcAoiw+da znUP|xP)*UV%9Q;W-uM^gv(~Iz<<8pDjY&L_(p(yAzX2iD$V0`16g(#X6yO#6*M{p$ z6owPILamxLakLk1$45`2`DmH22+UmNXb}>@zi9@+06@*5ShN2jl$u`$f z^H)#-rr(^f0pt-F{+b9y_T(MH^8_QY73u8=W-oNWogC`hR$NobmMbeV=|V1>FO??? zE3VkGdqruoI$kVDD~MF!SFBvKNB-JVk*(TO@mkfFD@_)Lr{pO44Polx401M4u!UPD zN@OYADeN(vR@ys8rqen_rtTe5h%6=mVh&xxK%sSEK4jr9UZ&YAhn8Bq$Kmyv&lO{84N|_7#y1L{ymQx(hOBqhPjzI8>?jBI3 zk?7{SQ+<9uT^OsS$FfuP`CuR7H%t&$ktK6GE)K`;pufd7is%Azy4pTalU?x=tt-L? zL=p!>0;a$V4(M(UYu z4^G47-{{wm>GJP%`3Wu#oxek`UFvEL)>+=rU>8aTbe8&tYVEvs__LwjYK}QWqI4jp zZ~NwV>m6-?ZC;SQbdWr_DWETH?e#3idu9Ah+8P|XmVyPKOv~B8F=L$Q`-+<{h8fQZ zM7?>yFkdY20J`-{ZN~SUNl!bX@~|-_13LMTc35egmKuVUc0I0>l(z%YQ>a;s4Z1M= z_(#0)Ixn`e1-9M9Zx15{@Y4f6u0vpkwYQY%L;q&>j8yjbEJLr>3L|1q7D60hbs35x zqxWKKiws|~eH8aWy>4AV&sMn3;HcyR&%@v0gxLg!v%p;pHBJSC1r{<4IU8v27^z<$ z0VEMC4F9{%3cNioD_q$!F%b-*lM^S0^fgbs7%bH5vAEeTgN2eS2nUv0R}~$0+MTOH zRU5IW&6R9bA33mKfcetarFboNsl>4@8S4Uv+elq-ep(kpPf&bpGNm%qic$K!Vc}Oa zJ_-hnt!UWmh`pOoF}9YMxcc5hY(#`>-AR-T2~L}JA8ZbAd)17&T+KMaR5N<&^RtLt zqx@x4hwBR}dFUG0-ajyPXsX^N{@PQWEM=$0H&*OzXo8`SV6{lPN3;4!AZ?l+V?E7l z;TJBoF3nX+`Shd^+iCy>3>_{|Tl&(^%-;chrh%F7q6L{yUH^A;JY^?hW&uuP=D*Yc zhj&Yuv~0d7ukW2dV}^*d*-8233S-&wmW*W$)yn&G`!P9t(KMR zUFxxTKj4*eU(mfvJr?iXxE#xJONqMFV^L~#a9!%Lc<%=6SQf*puh0A1viiKg++XtE zwSN6tRc!tGb>1ItU4%GFsTbDz_3OP-F7~30{ud~Ba)oDB=-}tUqW^?=Y!Aej7tXu`au1e<$X%!kau-2`PYVA_Yc6qH@&gS!37svF- zEj3sXuEZi`-0Hb1hcnf-L-6g)X7kHbb(Hnhhn>ciKD_AXCR9&&fpXX7@-S0Op!x#L z7Wn5xpLx{@>^z3063zYNtnK_2#OFcPZ7&w8`*Zp9a%)$1Kl-UwycMPr{BwGCo!eM} z9UBm=x+}`*@$`h-1KZQ(v2+=V*kza%#})1RH)z$VA!P|3sZ@(zHx8m3vSl*=T$u$G zt?of$yKJ|rjt=LMSjfTS8+!~n_m9ol@v`iUZRv8}y0Ulx-A^x_#&SmS4^p=V?S5&o z2!@tb?o3z9xsiRUx>eq&5VVtnc4xXg0)nW2yYUSOMgJ}b$*jRNlHORCO$?{Y`$#S; zaqMs%3T|4l#v17FUq`K8*Eg_cCB5=!fq{+B#300DPdeh~&Oxhx-I@)MQ0w~p2G*~l zp)k1K6QqOq%o}W|a%lI}J62ph&}XgcU)evfo?fl%+W>I*p+WNol|mAQ`ukU{Ux`<1 zR`vC-BqRs>2fUI)faVPz_Svd+t5ypjkOP5ja|Vga_<-d6^Pb2b{7)tH88i@b%___W z{j2(bBfZkv<}p3{tiOL?`kW&o;02h(~SnrUmcmb$u%a`>eHVS7KHfSk;F% z210Wt5Di-YshR;b15wAKIsdrs;GMpATz8OM!LP@4 zhvT{fafB;B1$P|R9f%Car0zi0oVT7ZW9AI{NB&U4%x%(| zmWTR7xkS{T(rQtECKiwSLw7Byp5vEDIZaQ{Q^ZjhIf)WT=xCAS#`zG&i44ATU*v%l z#t9N3Y9J7B_*s5O>u~+q06UjSmTQcGw?x*flj~*uDVBWtqapPGzk*YA8;4cUsb;K2 z2ByY?mJMY(h~V=I$cUzwG+-MgTnmBzrDHG9AH#THJW>zvE0}DJ&wev7H8?8R>ZgE9 zMhT`3Sp@ZxjUVXd5WNOz8_}P}A;u- z_Dj8TLn<2&qL%V{ZNVajwg~i+jUPyBtp1&2E!7{xP^&*`M#4yfXf)cO*JR*oNEzA- zYi6HAuQ`}r0Ud7iiqTwUiPnKQc4_@_0F>rPM)ct%+h9=0z}I*XxN)Q77&zi$&Gh}4 zvDO+r8^TRwiPupXR1fegL>dV~XtXg}ZV=00r+_^u1wCA?rrjyMT;m6FLqY#e?k?z0 z19;|@stkS!y5O#-Xe(XfZAv`;fNxjgq7@~qg;&s$nD0*A^MC5$5+akOAPUEP{}B9e5DNDV~ZVwX2(~`j6Q}QVDQxO zm9qcn>tl8CjByd7n;u^&hm(dZ25c%jzEak9434jqnK*4mKZ1L(!B)pt%A{Y8V>L(< z5+8CKj5)mVr1d{@rOZOv7Hy2T34hhkRK^t^-&mh3Gs;Zak0Von5l8fg^iXWKpVTVo z##``F8J5F$;9Ci8Ya+uk_hyi7{SVsy_eJ}MMF~EM0ONFUJG%NWgkXNl07U8y_`~$4AWyh>x=W6cjmZ{~4}_rtH7Kt!<%DLG;%{p>#6TUp(T3 zBB#bigv$SdzQO~1CBv746PtMXkOBg1jhN~VgmQ1a ze-C(4i$F2}Hy_M>#-=eG$TcS8xmD5&W|*so6=E{!IuZ=tVBs;mVFM>3(%MVsvGu`w z%@*%wz=C3#&%ZIaWo}Su1z{}+SB9r_5l0sywA3G1dUH>10@)iXlo%xK5GdPM**~Vj zM!ye<=u4qee^~->9<`f4w%7hCN#xH^GME2DzxEM9p29DTOUgDTURCV!S;)G3W=Lb) z{B6IW3WQ77hXP2Q)kqzqFTIfBtw8`9_T|8Jo8>a%s+qW?qB<5{Jk4HY)1aBt~8?2x1#6{oOy=g4leRJPLHeKjZ%q*xB zQbrO&&P(@!4$~0S`3HXmst9eP&Iljw=9eg_Q-IS%>JbfaxW8Xm?}UG$=g3(yu%U15 zh7E`WTDyAP$~EiP4{-Jkc+a@=Q-rG+zq}=(Qn(0?_-Lz*4Ti_`veO|Y4ZV!hQUZTS-bj15nR%m$QA~3du>4oy0APrT)8p{^&XWq&l9Ld)*SvcHQ zNN*5jMeXq9MR8O=QZ801G6HLO5*b}b)3ton%X}hJ!5kYXGtu%r#_(;N_`dyY6BD1F zpypMLl)4EJJy%j{o#;eg!Vte+SI%Z?BC}1jUUx~fUe^esC&^n??LOzJc283u_*FZ4 zWvX_pJ+9nTs@)UaCm8F7Ct2^dCb1oPsZ^OD01Zd+6@Jxj0?9WpT7`CpbZ~HWr;yrF z8q+0=(dPBNw$;kU!km|(AKJITQIz}H7PD&%%7v*J&F7A&pYJMxQVU#eb(8aX_sygZ z66JM;u!-`1)*<2Sn@Bkn;56m%R1I*rsu$L4;a}*=VILHB z^5(Y&;7*EvT_U_3fA_CO=<(`-t_%fmA=)F8NaWmRtmL}(;$@4 zolz@Qf3E>Tp}>RHyr$L4fmRzE46m_T$!RGWd4mD&PgG#-l?n66I&q-r#^NJs9vuo*;omGr z`K&Nv+*qj%Q_eF|LvegmwOGcvJ~#KQT%|J8()-G?Wn>9~!a7pRL-Wj7u-jYNG_p}R zs;mRh(>^p)1^x>XbTPh*Cot0s?tmUn7^o>7R2;?3JWg6_~)Ii)2YY) z1yHd+yCrNt%u#QDMWuwY@qh`$_QFxOwLCB3_^nKFf-D?6>I?8k6{&Wz)v5XtW57?< z=ZeB3QzCbFeIAvjEOY|<`ib~6dk~A;kz94^u!Hu3Q(TK~^FyGgX~DvX&&Ly&3?b7= z;M8fXCxS3B&Q+OVQCg(9H;qU1%i{%tji%_tCYj~0JaOT zK0y{#QDm=sl8`@5sxEf-O(Q~lg#Mn%u;FQSyHs2F@bkZ5{r>fc>Jtg=?*C;9ZQd4F zXm@$}RJDw#ym%XVG6*+=C&P697FKFYLsx2H{nXSKvIC_&`&abeG_2MJe(0{&zQ-6Q zT#rw*S`*;3)!IL4fWy~b$$Relg-Dk`t2On{UBBT8E#11rNg|ZGYqeOfSh>EdQbj5;{KL0v2G*|LKzR*U)8@gd)dL&4kf~3+wO00_ zw9ICO-}DRX#(_025pM@p_VrV)F_ESN!LI!)SL5xPmCjqa$`o&%6(-)UbH1f$WbqF* ztx`Cr4~m-CyReWdtbd?y)xZW|!NkdN@(}eHd6-b0b&d7^3nSDIDMx}Cbx97&vEwezl`5?&it_&q;GM~M;+f3de zO4HaS|2*!THx9$Mk(h!6m@0-}ZtRx}FCzbhkbCN58FQkfAl@)I}xbQWwqX%pzzm+ z)a&)8CiS_jS4~vvjaxD9dQ4+L)Z%dw)VZj|<05GMlH(!>bJKAVv_c$9-~~=Iweg&o zYGWJR!C%-a=*CK8lskC1&e)2rsR?&*u9C_n^RKjpWSE&Fk@rs!V0{G}($@BR|D3|N zY36onnlf|k=!Uwlo=^bARo8m z*h3pPfnLvIFJ%k|DHOb28^>zsR$deCKV%?OCtvlUGBN>9WO2@0W}~~{b@pBEeBLqT zX2G2_U_-nZjGdfCm%2yo$VR$tlm1M`TPBpQj{p=la+=!J*}QO;;mN{VI+(3xnCUW(!7SBXIx~*O8LAW95)Rn&0VX(e_~Il!dN`qPLjx^DZpta z&5{N<++flMZu=Z@iTbD8Go!7JU_bGxw*d1SzhLbY9$&6+i)M8sP8A=o>{|tMz)G@( z%74g7<5^0*C-~tl?YW>jCR@Nn)?2B=g{_RULnzO6#xST@|9&783cRt77wO`CUua{) z`CK;)-aPBLVel9+40gsA)-EFunTee23iOj~jU=;R8)A{nj(6TlBYe3PgBS@sy<%7P z;W@L9vb0=y8Jqzk$S}&jbgXOc4wHi7R*8EPMzG_IN~h%)$u>jEK0kYI3){c^cpCH4C{wbffIhpRh@3_d}Cb^Si1 zt?f1VoW>14^Ezel32LyhN`80&b0MrhdTF+bur9dI4&(551Xxu@%DGY%wi=(oN4RGp z*lVP?26%ZB{x#(8?R2}m&)HMay+Xn^SOil8c{p` zfblbe!Sa<$SRp12e#qFA+cQGsLEtEHT<}EXy;^XJRmbp+?wa=r01Jq>Klb}a1WdfD zb8N=VaKDJ?Gy86h`NOz?c~^%OVyyD(2(YcNiv1R#Sl^s{gt&ofZ$*7_ftw{(Q|u=U zEkrHXs5et{_KTuqh}?|g{$BU^^Q}RMNbV1*wx>Q1-u&r&r8rfepD7nhnc{)MR5l9Q zUs1C~6S)NR5x^UNwP77@{S2QSTS%N-1yOUADLvzfzno8AqTH!yE{+L2UECZ2;N>_8 zOubiH5AscA@7yDI* z_Q+(x33q+Wq)ZZ0#FuMCY(*Rz&g(${8urp=e=w{+&k2S2P+D{gxlby!ihB;> zZX8u#z~)wH-jjAz$hi6%Mx(@Btz_-}f7t|Ax51X3QjXO_S+Ow!b2df5I_%QZO^=ra z=0|DqTS+)6+;gDYH0(?~_zb8hW|L9YQQ<3>L^~4#oHkRBXn?~lwr%LmE2Qn;y`n3- z(0%To^4=xSTYyJ3dAzMzw-SERG?efUCjqP*Si5%h8ZPtORx2Aihlwykf^)Kk_DyFj z_=-jD0Yag`19g_>U3>2eZEQF{=ob84CmgrnPm2ZLwe%X6Zj2?o^O?E*KEm!-RHE_W zbKapRzS=UEctaAEIL2+aS_2v9SP=HTH-OFW@uUf}^>H4XCbM;DxBgc07!&*thRVVa z4YPf=+V`~zy0O@gvekx5eSP8Tq^k-B*VtCeXHco}+)i!nw5>J>u&(ihw6(pq+81zJ z?fg#JYJ(cwXdQF?S%`t#g!~A#GHkHbY&lyA%--lFE)@}+i_T{0}TB0Rrfc4l({*cZ1?7_m`I5tgm;>O3n zW@Cjf;|w3bGebzsmFCb=Ocs7O0&s{l43rVhdRt|Bc;wvKhS89>GR%C)OKG&wbkh2~ zi-ybAic7k9+r6i(txvY8txad<4rqzWP_UIO_@IH_qFFcHq_svoVJ-RZwzuSb%20b1 z**>@9;`FA5#Q5^QWV|~vVL6%(NpKCbJOcNX5?YOoE2(l;ccsoSd z6L-9$^TLc#C7{>5gaaXyV$|SP#-X6W-Eb0Ggh^=7$&y2fARx(wW4B5O(Ua{P>$CQf ziwwDMr^m9(tX@x)yY^t(MnqQdVjekvdM)`4twmNib_Hjb(LZ~LL>lzX#02J+Qo4#c zupnoRy&k8z{^Hbu*hxgXyCSB)QmI&`1Qd8E&VGlhx=b-i87Zj>yco?@MP5Uiv?hv3 zj^}2n?Cq@}4+zd@N3P4slyrH|_V&6M=$`2>ZiYO3R4t2Od}HF6D=Eu|l>3lzPJcwT ziN@0(TxL!SybbQOFjw|}3(fuXxqLtOoJiK;RA^9^5ofTy#Q8m-E$vXv6X&vUzSo6K z1n;*%+Z(VQ<=-p!31W8xL5P3fb4Igk+DkK~XEaZ;~#!%y9nor1yrk=G@u3)TE&G*5k!A;QUO@|1wA@sxbV`s(u$l_uh;KMLR}-U64WdYYyV!<<*f z$&pCF1Y!PhMy7;Z76c$Zm-Y4b4vJ7p(kn?)!MKB*+oX?z)#PzHa4;z&vv#eVjb^dG zX3gX@HCSw(1C}$H_mp+kKSorXh|Rtpz-GJ^E}JcFhBypqUJs{6A`S~e`rC{`2{|kX zfX-p9w7|ZbGy^)s#u1tKdYVFz$TX&7eQw<>%ylFi<$(Z_f5D~M5{!UYKVhXsCjj7m zrdYtAMPyJUTW#`?Yy}b=526=*H+)sg=`7Vxfw!{XtAFXkZg(3#a#9Wyk~=|=lLh(%#F>r zzZD7T$VD~IgZkDO=WTGf>2vl10^OyI{?a1FTm4w}rrh1T9Gy804pdLP1!F`wPz^Hf z37;VoIZz33ngi7`Rufwg#zU#mB)U5`&J&)3VsSqXjptJkgSUrh!2aZoSClOs#z`VAXaHTZEU#Q(Y6q;-*Y?%C*)&i za&Y>DGF+&9&Tr$FxFTAAF2%L}6k=O{BqX^0PzZDVVQ|_{!$mLBmrI7+>NU6TZ`9O6 zGSXmwL^a!>HWqE~&OQ2bcP28PyUxb?3wM?ZcrNBF{kb=Zs2BJZ66}v{NxbxNN#+tY z?Wqc=D>9e3lc4_G6~y{;Z-UfcxYMQiTuz?)b8ik*FYwFlye7Ohj|-g6d2JpSIR5eD zcX-wXn2%>;J3t>7I1offrNCh-;q9SXQiw&SeJ;GOZWVN6g)qv6H(VcV#XiwQeod}h z%Qg2+)YeYB@CE_a*W4j(ZLbUOIoySJL8n}JgBonuhIE_xPqrY(LNQw*8?N+(ov2}v zU&$889~axwIH`=xzOEPS{&c?PozHoJR6#EgMqt>C$;M80TF)C8b_K_6%KaYBSLz@$ z*B_Vwu;bKRLvT+SN35j_V>kh=Yz>#wbWUi++I!>8@ZutGs#-cP{7@W!Du8o*e8n~> z{uKM`D0(29&+B&MN0T%i?l7|PaKD@8=5tfyBWx`3?IgoGeZq|h0e>1{w73bs8hXGa z;A0Whg~-4_LF8C2l~wv@kC|3!j=O7>ULC7%Su1$OoG2kIL+4jZ4Gd^%_FSu z!oSeZalH(yW6w0`GhBM6L7xe-YX?pr+h}3UzTApB-nC72vN7@u(L|WPIK@J{r8DL) z#T~x@LZQF|hiCKVucumVY%sjW5lftwa-98CRX_>&Te-wLGL``Q~ zif>3mVMTH;92Sp!UqZz|h2I#O*7FW69TsbJYJ;<*yic-aLWtnv# zR~;v}CZvw1^kPt3Ne|7ZhqK5&2K}xds@-z>F+d>}6x@a1tAxJicc}N`3=jzC2C{`| z)FL(j=Xk=Ie>oUVq$w+vi~EsUOq>@yD09jbaqB#*1gtf?w7L^Qbu@1-^5JDd{U$Z&uQpS{A zuM3l^5eyoX0Iho^#)8-xeg%L*C)GsAakdoaRv+VRDVXi2|FfhEU+C?M7)r*v@kHOK z&J;{m7Fb5RnPWk3OlwoH(xXQ=G#PHnc;6^ z^BMkhaqsFADzjgs9?~=WMe$;Y&Kjtn8}3p;h)A&>Qf;Eleq5vRv8Y&O(Zpg-C-vR_ zTwt`W$6?fD=7OGrdA$S;$7e8e4#BA)_YvtMBWavaay20f}ksu7ms7Up*`{rdg$^%q_tuHaYmjsl$#s@&Z zX)wiXevPZ#yq9%Y__8~ZDMoTyFq&>M(*I$wx!%$bz-N?RY46lCNgcUSwDCM<*lVS z2={n8id#W=!~|loatPJ%f-%x^o2~+TG8Bl3Y@fAL+7*OR!?B$d@D_FkGBxCpK$z?b zWb!a`6?kzl&e?X^X~Bc5(m!Wx$k+PD0>u{}&U9$sb0$rmji@|~-y;kOYH_mbAyZ%B zEpeAA?wNI3mTO*^H#=lN1P*>flM2GjU_i|VSO3x`gqY@GVskU+!^Gumu?E>t5kyih zrm=q<%LXNw49u+(VYFg}5?j8=U`)CBqbyLTm|(cN98`cY&zYP2rcvHSF_)?Wn3wxFV&-{mPkAWAtHG{q}mQH)oJtvB;oH3PQsrO6wYQ+!^p+sCYRR} z^ZUQ`CFYlDAK<9sPfXt^S$|Mw_yjrgmk#0-l`8G03?mj6CI&d&6w8?k!-+9_Q(rLd zzoAXs@62jKWQxT=`R6A8Udw<52v20m7j1T;Ps5w--wYIzp>N$+~$TtgZgbZUdO3rhrXqQH%w zb*oP>$sWnyJz79#Z=Hsn4HW*%Gn+&I=Wbuz^oE9dH6WL^f0P8Fs zri``KCey=hGADJ)CKJ?PL)_{%nd@lRcrO>1UXDj8KZR9A%~-BJ6`40sH@VCvFnq=G zeZ~ZQ+A%C5CvyzB2+&`$QT>w$FkyVxlx^fem`U`t25*zQ>KJqrQzW4$YZQmWX&1uN zf#cUuZGsxrkcVDRojY19!0`yy6c|g85qlg7K}Tvxqyqa~PUO+{+?kx@)PBRQ^2S1t+WBoU4b6agLO67XwK9ebp{tKI>Ti9T{ zP~Tv5RWIx-x?7BWq62m9tEDd`(d49YCTKPdir61~(N)AwW1SQ}5hqf_1UO9*TcQE( zq#|~aqllUMm#3OZuWnf`N)t;~6&oLGi2_0uNkCDmA63|J8R*orv1ts^@dWI7raOd4YUXmG0jZtzUPbz?|8nb(4{0}g67U9rsgayAF)P$;(2SND>y6K zlDnmmI}1{lw^2M{P5kQf)x^!or?3S5?+tCn?A}vGqW}N-BGF6SITL4cgip;0sGyr& z7%}vhj3(cEzG$+)7looqJeC^<~I*K*&x1rz! zZ167?YDr3}^Qq!!%CX!=?(EBt{A+-K?ej)k`a#>+3AXgRwq=n*xroi53Lk3z7i_Tg zwU^)22K^JW=NU%d3mGtIm2Eg!V{p^hSUEc;Lm+)InU3QmViQM@MWiZIgdj3Bhv*77 z%?MUYWh~s(%1G>!wWUTzs%&VOK`Xe+?k=%Nej(!$}=s5d`2O4M6ipSX{0a z-Z-?%jen&%w^TeJeNgC+2FF}^-Q}#jUfNu(TyWpO8o|57IGZ5w=o~hQ2bN$wkd6Qt zg9p@cD?bR}0p2=y`Q{z2qse$)n$seYj1NNXT1JP2>=^_gK6{QE))%ougOv6AvxOXF zhqqZnCKoYhXghu=Q>J)xcdNy93nQaY8WU_eM^+&p1MBBt>B=BuGW{jvuX`C?c_+r; zFQqvAFo3`AV!&Mfx?b*Rb%0*1r5reKX(DzFYU%A-OJk5yNz)(zI=i;gf{24Of&{ld z{pz6VUHh_=DMx+K9U1AJt6DVDYJ%o|U8^yGpHit!Or*<`DK&{txk&Wb*DQpFcP%bi zN4>1O<$Ye2D1RzWUqX_r)5Xov4zHtgNJ;6gc z5!g2tZ$K@>!0ymgkDbAN+YCD^ZZ!voQT%0(;j+UX7uOs;$m8M|wu|EFr%#{~CGq@6+BLfD$7S10`+&S1#BGN?DXzDQ>uvPn1pC!=n`0l6x7UbQw~Ol?xE{9e z#MQowF0ZA_-E_H!F89*qb>6eX^y>&+UQd@d(4|h7-=)hNaoJ(tC$4Y873ZV9nV!Fj z92V~vkKZD$Q{wtoaebS(J|M1d7uR>-Dk=F+@%Ovv?|0MXJ-8gU--|2S{65^aFTTKj zKkhs158!I=B|s0-uMg7YL*mUt^mByXd>FsB%^%-;#Qq39`zT#LhRb352i^^>>)(5J*7pT^a`iHdwi{QX&658IE3-{o0A0n+bt_-lv#d0fGIU&IY;P+xQa z&a`r2LBF7oKZZBHZH)RX#2<1sT|AM(PA+G@0rAslE7yb+JPiI6;1&DVhU-fdh7-9$ zt(rA)v=?s2NB+!lGgmo^ltl1vnn5rCP;)5O?0*QQ=GOr^unFJ6i<%3+|G-z>5mD6< zQOyxi1)ku`BjVE|;e+OD11maZ#l@na^I*)i<0; zRf{9mZ6X>rlS5oldU7N3Q5Lc<>pIkR(F$3P50I9>_7A4tfO3rn6Q4kuIhvbX66%+% zxTXTn<8>Q@Zy$g>!1@7^J$)5!!t&|wh+)e;?Wa9p7Zb)2)0_ms70DFf5S77f(&7Fi4w zS~U8F;DKWYLLh?-d z^(KNNyqg63leP*mEk?l=C={-kPT|9JAX7LkcstcBDvD}>p^jsZMh+lX2Y2;u--~Ev z+vI+IJR3l}9qCAG0FsU=@>@(1lcmzG^m6eDS`)b6)0%+3m(q{E$Ii7Q{em?QwMH<- z(62RdtfOr<_RE4ccQ@YXs4+$JYoLe@WK}f|CC;)(CcPHAXMfzt=MTy9D9TNT+FX zf$-KDGvHT+f3{jF5UHD7Df}6}=a{Z!nBLwDrZH9u62+*MLJ^PyR|>D8)`hGT_Trs= zGhMEy%Qd2?tM}8(BjSZmvloShh@-+bN!#aHPbazM>gn~<#nd`pJWwsJuxrpvvt{JG zoC;OlTTnV*bTtm07QR6{())ARi^*DBC4{R8f}ee(i!!zB6GTO!1wTZ;XmZ>k^kgi# zm7+=Os+*_k^F%f*tYGnbj>vaGzvgFZaF#>z3-QM=^2j3zC;j2fjbv`|RBxfkuWzi# z>m+nlcrnL*lpzfT@BLUO1!@Maf+rhbe*qt24tZ4GzASHF5jO|f_n{_t;k(sU5;(D ziS)?TLzY>r1^0Td3KsMTR4^^d)1OZxTtGWSS_NtCe33MxOeDgA@6Ul~NkU zzWRKTW463M>vGW})G!TtE*h9A@B`GqLvnmXAa@0XsdstCFEF` z=n5^xTKp_SgSS|hT2Vb^NT}7$Vp6sEmkbnI{J`nKvZg0=i?&C12Ckpl+k1^Tfq8ef z469%|-`nfO3ds%E@r|s(i!KWvamG&S$-HjP_xei)=8On1G3ffBd*t}`wFX^zi$GVw z>H1l}ycF-~7_5y5a7VhE2%W^*4uo3wn=m{2l-^#!?#=e|YK8=FuhGv7S=GFowRfzS zUlsu*Q7^AEdYQK;te1Hy-s(iXY$DXp+8)u%p`+Ot%pGF zOT4#t6P+fGU2lXpBA5ET_gmLgbNO7A_QdHg_xs*n-yXOaUF%|E>MSvOr(gx z(%BG`y}ee?)g=;MIA1JU>-hjfg)@jT8+JDa%|}r)AFu)R(Fk;6$R#y^HX3q?x7?LW zCo#$~-1rBaR52JtDM}`8?`33&m_l38h$ps;T9cSZ52WD%2Hp|2WuJkAyuA>|kK;sg zqqz|)<8qU7o!>i>K~Q25?kzNv7TsA>MD&%BvXfTS*@Ni`EW0(Xt8YpSoKFE?XB6U{ zVa$*xjAS@p(gW7F-;Ag(2H&aq@MQ+yam-!5>uH*<3~yc;Cqp8hH1U3%kqCI}8GgBsR8{E(ERq`#!Kt^{5+kshyxm@>a&N_mGLRV zEU=Lrs5Aq|MUH_(Z(a=QDUokd?`t~sc4GSRsVSbPfuZ}pUXGj#;O|{4RBE_6*)fRL z%f*NuLDv0DISt(vUdN-wd zYL8jH&Nr>FrTqZm7O3)=4608#tpIW~D#icijHatRtyCY;4pX<%Z49jdGTLF9FcxUt z-Gb`&Qr9ANIi>C{lajV6U(J>a71vZLtYhuOd__~Y_JV)x63xVU6YsM)Jeo4 zCPF(|+aow6R9YCb{zm^&%Qvkbpe!GeYP>c}C#i^a@Ilr{PR|$}tVZ0R(ZMwaD&d@J zR$op~eZ*X30@C>+2HUAQ)nvQvT026y%QPdLs~OF$(QOeo~d z>L1gpZ$UWPj;$(FEMReqXvwT|aBWf8ROOm`LTon`ve4UL3Ck8JAX2QD!+0Fkl=tH_ zJe;9hv@*0L&s9AAPOhj6i2z4+b1-nm-#=yq<6R$vzm*`n!r<>8GEnUiWcOSFlG4^) z3(h*i4T$#hh9)c3>;yIsMNC7budh#R^C1hta4}uR!O1A&{W0WZI`xVT$&Rg0c;!32kIxl2ag4}m^&6Y%X7-{CdZgol-7o>QTANnsK!T^J9p~) zqP$dMgp{x|5&9Jy?g{5Pv-)SW>O%#Pm_}~+Rec*BBv?^2gM9X&{-5LHi2E*rg7z10ac%FF_>%< z1C_8(&Fb|&ZDoi=EKp76(I?_o02#(obDr0AuvV&%Xoson=_{jF02%Et7hd{8yOruA z+F`EfbyH(2fQ)vSmdpgk>(hIChbR`ww_n`Iq4IV%NVtqO^qj?d?XLDA<%s#34gGr~ zK(#WZIy6-C%Qj=^^HzED%SJxo@lw3)F*;SrA`_ukv$n@lrcL|MM&$8z_Y0Rxr#Z(6 znJ;4d5a)S1UI4U*==j=QhB&+OUT;a`EaeAUuZffLL#%zAl*WR7jzEI*j`NH$%)=3t z#$Xt=n7_(k7><7!!|+nPm5CU}MCb#o?LbK1$Un&mtFaJQqix>vSCXW1!~PFZ>$Ggx zZ+EnDy%{m6q>QU3mENmUsp$>-!^-hq?yVOostCI}dh z^)tZzrBr{4##qXcTNDnM4s$c$Ct(K+=lvBCBl);lXaM^48u#RqaLAF`o#>Xq#=p*a1ff|zz0Lv1kw z1-i5&q-RNQFOkREEX8Ic{qq8b1D7m@{&|wWW=?PZicz#L0z?eqrS#6-21R*m!qf;} zinm!GJAos__74MFNmCP{7qhklq1J)JK!$biv&UAVYmL=Y{h%GKF%qX>~Ziw|5X{7-2m_`_+`Z)cD> zFBo$5MNyDAn@1OA?D)P26k@QWQV6a$*pau^mAkqZ952Ob5~JhQ_%IQAD{Fg%LJ-Ok zhCc9VY?Y5lj!0vJ;(#?u`XBsGq_|sdm3`hT>B6M+j&qjDeyzZ8LXj-hO?8P44=UW< zNAXlb3a0ZFKo(9hq(SVx5C>{Oc_5b+`ny_$m&>U5>4&203iovaeP{1PHh^|R&;<7x z8bLlCVa?!b$X8i^an{fcYxYOGu}JeLK$&?VukDW_YKy`7%A$6I!TB6W&kp<*W3OLEfQT_B)NF90F(!Cx+%cig2D}t+bBvBuvw?}wPg&dB zG8??gmChp8i4+4mL{Q8L73oB&DrXKEUf-bYOWg?_4v3n zWYJlk!BB(3@xikITFh|$?4kI~0B zGEfP{j9LBlTJ_B@CC1#zL#X!Tw@!-uFcue?k#cQf8177wx;=GV!OaRt8TjZyDGl2{ zHtw8Id8CKY`f%Eyvi`0yDz&k{_Zt0OW}p)Gw^_a3->nFMh-t-SEL{||0?06mn36`H zR$8gvx2I;$hF0aKPZeL|0C%$xx;R(L$ap~;xWrhM2hj^agf6l5oI$9z; z!B2tWTDCYJus+}f;F#+pvx$91-&XSDI{$x>5ec+zp8rELT{25nXerj>e`9Fy7RS(` zREu{TE&c%mg%-DC^ZW&F_JKjia}QagCQ8*tR+3*cTzIpMmC0!`;Q)ug2Yzr7M(J5w z+qx)LR+DQDO7qr%(t`VSs|hc~X%K_imHKQV^k0nJK&bUib#q(gEGO8P_e-OmKR==y zjGjOBYVvX80C>j-mSFwf69F*B2vhxjozd^SZDIY+OSQ4zO@z*6ZI9^p<`+C`+yxIJ zb48vX?B`aplpT}yhPy{5GTp92q4d3;fa{jFeAy6L2X-A$3vEF-J1+iuSl3?8n#U;_ zqifX&y58v8K?W+}g2b%;6$z@3Sdf^2bdHE2Xq27HWVo}nc7*bkDNfp*f-uKW;mlzO znr1Qzve~_v4;ZhOBG8G!t4a*L%HUPra#svRq#)!Ua8ku!5H*fW+(sE0;z%TubFOr4 zW8sMe9T(<|lM=^UHAW^EobT4lwJmEegNIwnrn9F(&5#IB60wlG&CwFtVX7dbq*a$QwAg@g_=VcT=@^6E)_h;M9SU zC1v~M`s`DHIW55mH#rMJy^%3!sHC+?!^0X4TVc0|S;qvVkNQOIFolXf>$FmRL_5ss zP1mDa0c4o-Of~)g>S}seaEK`bQ|>xU>_%R85Iff8n91P&nQ;Xl#Ky#Vs+$ZB4m2)Q zO+ybV!KB6yBLKF-k`9H{)VSA>fV^$41Z*lb9RHM)B?cd;Nz%mf9~nU+Cdu#(q(BZ4 zt0~%_2ucm->%c~9xY^snm(m7@AZ0Yxa7{qvY}5Q_jF(P~KrIn3r43%s zZDbo0p_#1h5o{Bxl^dRNNz%MAeK|=*tb>=aMsj+_=wLMrhm8(?DFc;o&1Y7>G(q(d zvz7@+=ZhH9N@)=$+x@pLt(u>;E(|mwx#`?mkVscCT5_&1B+^R*tV#hexjbt2BgU*l z5opC=RyDI_3})pN2$M#<6sJ=Rwos$TL}&|ZdxSI!pTrDt^iV4a-1ZKQ=SHhCsT?^* zxXI!~?~gd~hsLuA2l5wif=@D8%xD=z`#7<;?uN#G?Ec|! z1kc!&JnP&ojE20sjHTur(O%BA&NIf8lM$81U`n;%%oR*`Ye*Cnv{g>{PZ zM2_ef;hZd@vl?~{qXb8flQ+?5Fey=BL{B)EnAPvos&9UV|DCG~inX1l`S?Y$fRym7f=@F%hVNxBpx?b4!s@>SDh(Y76nw%&{wR8nhElS==lQz>jMYAh|@ zsKPcnlU~PNabOPu4l=DJ**V&fV-v;&;GuS$DeX+UNWJR6-rgtX}7yR+uwF zH!;~%pJ!SDWauX5G^Xn&tyCY+E!f=4(7nxc9O|=jnSR}w)^jH1;D5HTpKwANb;it^TksRq0hZ?irYns8-RQqe@nW^D&Tt$X(w)8Tzs zsguIlj+8l>Tm@EwNtrcA&z0l3VpuZD-aid@G+oa9jB31t+QgLai~x~{Da!^^^47Ra zxy`j$wxb8wc;oOm^%AkS*|hr@6%$VSX7zQg`sPh%uN`!cH}OT`(Ta^m&V|Hz!8a7K1C5U2DI=l^k)G zE8`@&;Wf39b4{dYF#05v>}K`PX#=Abl1E5(6OcXvV+?R*{4xi40?FQDlACp`LwMgC zlALFTwk z=b{))s-%s{qzR-=f|NG5GwN|ZFeFcSt{NtV!izB$yf*@L3>H)p={AD}c`L&t5--JR z5u>x!m@pA~HEVl>L~6mAD^VgE)`5v?VtxD})=o~+7=5fr`f8((KfpjG6f3~JGMR+zMzt7b}LVb2UBM}>lTtCh= z0pUwo;g!h^x^lKsqSI#gXRT}|S1p!R)BMXzSvmuv|T2;eFW zK=aGI+j@I#9LhNT$`eJlczM5E?lz^LJ^c1O)Cl6DPO>p2jO zv^UJ1F=N@CQ-`K{>|e~8F{8ea^(rT%_KuP5EA1tlxAVKTd9n!s-GBud&QXL(BrSq) zejg)HLTM2MplNAgy2C8R;pIr(4Rx1>_pU4gD690BUs|}V5IEEQBWs+-VjrBxS?t_s zSS}!`QZ_2gI`sPyXe1iDw+4(|-ez~~>YJ^+6sJrg9t%S0?^yeRQu4JBB^aO4+q*qo zsHO83dM-;dhnx0rLOjkRaUx#GG+XZRd6X`m)=1Ud1dQ;$qw;8S5XHrTQGT-)%v9+V zy$ZK!Ig71ov6vS}UzVwAF&`1X?j5X_^O%u__F6rTd21O(r0pG?$T*LM{cBmD)gz*; z59DY{t5u5=>1u8S_J82%9;Y=po*mg&D&pAaK5HnOwYtTDXaq*Rp+wObG2Lp&U>0Pr zM{8xVV#^c{6#ACAyd5}*W?mg`^)jZw6Ma46)+$E~d&7pu{0IPvhR3S|h6itrJ3Ovx zC-3lSjsxT)&9GkeHqUpQx~+W3i2uSi5kH1aQ*@88X>uB&Q{vgJmK~LC5q7Kd+|^u& zh-iUlbk%6SD_uB8sK>0oFKQEw9D9dSh?*a4Cvz#7py~4*0m@tMJ!K8w@%%UZu+YqOM5D!$$Lf_KKi(XN~8+}vBZCCxWtE4Fd422B2w! z&Gj>dO0fykE=~5NPv{HK3T5)l!nTPWt28V&PEl(Vho9DP6txH`r;jUA={Qg<@6+aS zs2}C*SS^nOvN45c%lmPzO`o-S(#m8<)3ton$pbQuZ8t=wTcq<&TKxknkzEIoJxGev zGl1+M1uSPPP#0W1AsUj1_Om1|Nlmt?9JYA@gt&&2GCHN?Elw>p6 zO!R8F7%_$nRbakLNj^H&W5$I0BdU(UBcAim*4G3m0lXcq67cl@%noPWz$w#4SrF6> zdDiC%*PcND;>&_Fge(v$v*q$JNrc@+aeh5Q>7+BhHFfRyI8{E+ro_iaV0WwdDB4o>G3ItUVpF@GOsK-w}C; zfRfz7BXz8M2-AgU(Cn63GO3wj*N+|T5onzG7UPcwqGO3zKw#U&Ga+%A8}OcS{@+Fb zOC)yh3J|-zWv@(O6VN#{|IyHPOh8bmwYtk- zIanlJz&E2yG`u;TW8t0MrMgtE!$gpWFdNYaShczF9V9V4H2eyXd+@OjZ?QsKZe>SD zrJo)2rdlC`y`nM4L#P6U3N8~snD)Rbwc$$kmYRRH2V2yYNSg?&({kS|i%iU@Y9bAj z68<;Wib}6rPV^wfZ6sa5+So_p2^hC>a3zO=SI+0)EGQb)zyh1u=hqu{Le6D{dSRA^~G%&DdNe*FQl1$D_cASY_CT8rydyr3I ziNtacyIjP0Goe@x0-%fKR$34q1{G+#*Bu2~0i_2*Z4L57XxbUY$i(rZ-d-<(EHm8E zyyBYSg>!YF9zXw;Eb%R(zODlYT4=$Mbg7^ z(}Dijd*NPD6y|?n!Gol=kSQEzV~^JIBBG}3_}Ha0aI;3jeAMkE$0S=K?0Z#6^HEYR zXeWaq7;WCGFka(~ZHVJDg6YM@a9ANWo^Fi*n@IfL8z6pp8{Kthahf}sF9$eI8r?OW zxN$a=dV9&KRshYD^TtkcFyoyl(!~%j${RhXu_Z>?gt9mYKz#Xy*pZ>}n%M3`%*X-1 zP;&P*s>PBJNNQ68YHeAlfaPFFAnyeAm=XPt+DmjL)0!vx(q?#;Ast1JM6xLe z>5nlAC6rA;0Cd^ZN(&RbNi}PO*@}inEfUNbg|;sHNb1Q>>)mEz={@9O-Xi(*uoooXQ$HC|c>{L(;GW!A0jE(;)lbHD%DC@A)_zprR2MZ0 z+}#>2R-=;^I-mvHPq{!0R9|@cL#R{bBX5n9>T@fYKSr`sqQ3fR)pEK}$z#*HSl9!} zK86^<3VHq4=TwW;bbe~vjCz+_CY!;ZHAm0?KZpvj#}>|*vBMr0*Bq{P9v3HUpeUYF zkme4%B!1r_u4Qqph-(#B`uvPn1pC!=n`0l6x7UbQ zw~Ol?xE{9e#C80Y_G@uNORMGFNOj7-hyI#VtB$7DPuZ`-ANKrLf`W(rk6%xJEGC-| zs8Jbrj{TXk>v%riXTK4*9rk_V`X+j`(S9>-_N#~r_lw7G5!WekeXF>>OJ>*_;tj7SX@7eD*%2< z{PAgA?VG5`XT;y1#r3fLi1=Ne1ypED0DtYUKaVSr{vvL~D2w1^l^H443e^<-Ldt;0 z@WvlIGHb&I5dLY@jn9NBUObVaSO(Rff(~hP@URIfaOB%x26#1OYQyy<3PZL;HL3_I+86{Y#o_eomK<(}}wu z!KHp?rJ5~S{TpSbU7z&XQSTM61~wvgQHndEhK?ebc!kPdU719wiK!j-lN4F~A9VRC zLHG$SHTwrX$VUX!BlbFAc*I^WuJq9n@xhUr{UfKaz)(nI!qEN($+ZQ@jBo#ve!Y*L zEv7#OFp*f~m6XX)WZwS)At17v5CS&MNHzP%k_9<`l~N3 zj?}QPjH7R0f+aIC%n%dlNiuH3j4%dkfOK!PgxD4K1NY1?IaaoTppC{#(3EJ4wUgNF zyOMZkxD{o%J|_>OH0Fa@_1Sb-&s2TRWxIA=y=zLFP-f?Ih3wS!?j6oFu?SR>X!BW@ zE1zk54v4zLo-0W^U;Hs2bhO1>w*Y@1nyL-g>hmYE)pRCZO;6bmkgR$;F7?@PyQ)sT z1p{^$!qqBxL~^NXU$$Jx<|*V|OlT)LUR--9KzFKs+Rn-9I7q+B>dBQRW!Ys@_4#=O z^48L0C@~i^K1xj0XUi|<$-h@k)#?k~QhRcR(W0o{Ddc@L59>BMED`mr>g(_CTZ6hM z5c495w~*rbR~$^aAQn+rFyV7-F*ln(>`$QbnRz(*M2Un zYkzQN+^*$)_y)HRYxcotDkTv~og55*!YTG=VHA7toVHMG`{CJ=WOE^MCXY>$eUFpu z`(Y$|&)W8o?DKOa$rfOWbjRvc{l&L+yZ+I8+=+7!<^aqJH0V><^X{h6d+V`D@M;;ro=^1sfKM4kh_yzST|*{QqOymmVN44l_?-`F0K{jHB=uRbZ#o48b)$Tqv z>GmY2+f&m*x9tlZhMNs}cF(a%xcNhDEzpHOgVqA=Ww`Ad9fKg*6Yo7X33omx+|p?w z+_t<@JYIKf(rqKB+eIOCvmg8G_Dl*Je5`i(*d*C5PO{x0Bx~;&-S#=fYDbPuy6xk1 zn+TzsJ?|&&VYMSZR(t)iNwU{+lHC(Vvd{mtJtX_+36jfZVIp|Lu}QLbagx0!jAZYc zftfbeE)iRMZok2&bksXXvbW9xzVxq?n+l)fwEIFB?UtX~9@>4u$8NvdIofrSWPip< z_7`C!+t=M5lD)x4vNs-^B>O%m*$=`<_Tb9)knCa~$?iKgN%kx!*>hneTeqP-BpdXR z>`lie$xhu3QYc4_)A48LS5n)YEkClTy;;)jx4`G6kCSp`r$`y*^KzEo=Y@>C_y5+A z_9{-=9n($P-^}&76D4r0AzbqEYXJA; z?dkG95idpo>b%)sObDKw2pfQZ(GK5{N(da;J~_18a#3QmcswC8G9en|SJnWHu1n!GYwd>TE(iVHgrLbks{!b=i=K9dj~@(*f&&e@x5aK%c&;rnvLnv);6 zB+!-Fe2I}}_BF{Q1v%a{z-7)=xk{CD#*&0k$#@*99XV_@aLYKu;X zv&8rt8p&k~2tf0Xwp|I)pk4AtXza?4U3O56`^ypYwhu1w)oiZ7(Abj@4cd8bfX10u zA^lFl+LX_W7@Hm01J-pSYRXTJd_p{EC$|9}=Unrp*+B zQlPj>KSq-YF`_Nf1{j^LVYCx*qG^uBy$P|P{l*4ZoOeaGYLNt%oPzLqMC;3d9pO;V zsPdMC_|QIH1ANX!HYiF+wS{t(r$?&Rb(H&D^uEbe3Iygwm2v`5weozsRecU#w# z1ka=~dDhAmK9oP15DD6FYJkMq=p&J3d8i6Oid14EU@CxL9!rP|?c{{wBGZA^=SjHk zk-0L~=^FyD?F*^*M?WqgIS3)7DdyjFu%+|1?Ax%*VxI|3-yWySiMUY6O*4yxE|m46 zhF?eZh?p|NP(Mhu+m$~nlA-RWVGXrJ24IQ4r8 zJBBtt8sIW-h?1*mI?YcL!ljLa25=X6+AeGHvk4)S{XG&^HIH<17nV01O}a6SBAroot@LMeUTsA+d718{1HJ0{?I;=BjS{y z+QbCSu@F^NsMxs?KBKL0TG-0?_76%jm^VP7J5X8*RcsS7Q%zQK9HomAqC~dn1}FvE zCAMgAxBW=iL$=G?)$;aAc^eWp#~zZ$A7DB%)HZ;78cw!EQiHtpQVSSd`$CUhm zqISC|7lCd&Bm0*$Vv$8k1drNe9I}Olhb%K9s?a9mh=`oC$yOl(!fY}Yh^Qr-*6AV` z$EH=XEta~pauuNyHmxK@M1W1pI$NyGXr(1ww{2Sd2xnxQ)*rT5M9>nz7J57>;kMAE zN%<8{el{tf!fVYY)z23C8);p(P@PEiv4#FZiia(<2by(-dxK4Lo-HOWnuTmJmC&qU z3(-!Z(G~)QM1n2GHH}2EwPVxRkPJ=?D!GhUMD{cFPYq$&MF^7w+?n^k;*NFi&yThtii6vZCQWe3v}lt&j?iIMryXX96i9L-Mn^Nw}GvZYyx zP^vhJoJA=`|HkD1ljP+8dfX~%w5}0a}n2Yje3K|8m671N?k7D?n!@~d9wUe~Fv?O&S4 z=7Wn^3jHe(O93(TYGEuT5u+?If`{px z>Jd7RDYrkHlB!W9H9Q%3Y&9F^2OYu-v&=fzh3zr@M)KspLqEuJrD)Rfu3HdK^t59R{yRt8KLf!_h@MF%@XAjBc z=B}daL361%LI86N*A*9B-yznmzi4Si;E*a44k9tG%nK=SFht{AAd*lmoE5iWi1cwCNf;1zclzelR&T-ygRMH89>I zJEYxOz>A%uW7FOtc+%@7+_(8pI@T92St=H}*;G2^`ZFV;Kjrs_cIFufO*QT7ajC1= z{qeX}bi9L>zp|Da*@ttTaOjhD!=~+5S#HKfu~{Sf$@5ERgXTXv)={aYw@9R5qs^oy z(-ZlWiaZWitwQgx7_*g{@T8QCQH8?dHE|o_On4$xVEQJ! zX2K3$d_#K{4AitnQ{DN1m2gdPuBc)fr@GVJm=WtjPwH~5f3Q;&te?8n+h~axpsz?y z)r;d+p@zmr*)i>&@)io2>5_qo%+Zd~{p6($Cb5yY^inc$Z`>+6PVzGcX+v@tet7$2 zEK0FfE!8w9$|D^k{#o!R$YfIzzA!Vm@C{|}-ncYW-SFDDRp{LiV_s2Hlay*Ps!&** z9k(IQ)Fi^krf+Hr3q||=Ht`iTr_prudvQso*yk&vifNpVPW9r&GVrIi=pYF`8~sbC z2v|RD>97;4mLk|G3ELQy-%U={zmHpm8V-LWJEncpk>lwgkmPvC#O^{(~sfm%RrG}a5;eLX@6J1Sz=YymkJh$tV1gT%TO zi4(kKW{k7?DNAuau3!%G9*~d?CYd2HOtf+KT*sLtwxiy>A?#BY#`wTo=k)rC=&RM2ajVct z-pWMoG(@dFq*RJgg~DP-+=eJD2NMeD%(wSt(T(R>kyZZV1a%Z~Bj zVn|d8Ipx4LxbW$?lviB%Gf_q8A|}**BsM+I+>R4+vpBpgHCMCcO{;)s~jTm^Zs zm>~Vfj?wxgieL0#8sz@FxU^E_{!ZK~I!^AcZP`hyRD_brsr{RdQTxQD`?8ZM2c$vl zU&p1CBKCj9twJYu3^}AkncNqMQH8?dOL6U+gaxd>A}QbWS?!uj@VD-!_9*q#xJKJM zs{t#a?%pq|h@rd3UK*WqO$G6tUamwWeX3O9`ie*Snzqw(ZKr5iKX+-Zl1+J7q^iY~ zzygm17RI<8N>1vX(WGwwBJ^Z8M~_801GxO#-!alITI!NDCBYiBtR$ypDVmn;Uvdhr zoq&RbU5L?I-eceZ(!Q-@q?KH&u<#f-jM8sOPU$zrtwPE9-<6%!?gi;tGO-Os>5QZ? znsFL@1zCvqb1(WYcdR#Fu(ULZjg$ff>}UuWEdRy0R8-Uc=i*k;@s3!0_2_6SpPR@b z;M$pHT zxsD5`P{zwlu2RaUCxg@}L#Xm|nm{^{FT;|!RVemt zJLAaR%|2I4s#p^>WGxxaTGH=7gP%wSg3Kl3SVN}q14PR(4%_CiOHz*qvxioAS`?x| zfmUi5q4pGWpUvPWp_L-EQa~#u&@!f+E8|jJNxsYCR?+cJdx7dSq$9!}%Lp=XirnI? ze+nJzpBMW22kD;}21Zxxi%Un<72|QMXu2!nFX)5^2K3_P7H!>&ACzw|pG7vjan>Ji z?pS}kNP1=fc*;RSIMzBi7(MdFxa3ql@&-{wjFofiGn^Du^IbYKl76;hBwgT<)bw}x zRC4-#B5oCmqdzLUpxq0Lb4im(3ucD!FIr=ixX7v?(XMbpW90vyhsk-B-xK-%g(TWo3G(;)=Qqsk!LSfNBcZ)suU{g9<9?2nB zB;$dX{!WLCuyxv$b|D%)z7${++G8zI#k9;Sq1m3!^=ErZ;lPAkhEhJ^Xp50tzMCgZ z+Tu`JczVC+74Cwm)r3hs^kq;=r>*6m&oLHJmrEiwoz>}DKav;5Msi&oB!!Fmi!7H< zt^SSH;CQiEf!M;NB9giKlRi+>+L7qVTv43uac-(Vg+#If1&VE^e6j{B4+;_|TJpUj zZWT&wTr8?+tF0h}X9#@7PFo zZ3-Kh5lHGhKd{jnI*=}vi01>gd8la}=lOwD#X%v|%yEYxaUz~S6t{|_o#!9-v(tx( zDPkqYdnA;do|rw);Q6l!YKA2xGNls{YV!Sa zf|||q{X##IH^fFV8wW|j_b*m_zZ&`t@`XP;Z2I`J9gtA2`HK{W!f2v~nHLm&704*>bOE8f zDC_S#MN9Y`s-zM~n=Y`349)tR2V|K);{RNZnnYfB!p3#O2spv70kXXe*;D+;eq>Q+kv-kv zTO3ki6${S(2RD98C+>Jhm8VE~xx+O{ zRRXh@dfa3gDZ&XBUT3okD5V^fQa~vckYW5HAeC?fV?*33^sZ`!fsHLIDfePjp|JQ? zG{eN6i_X6^o6eI>NF3*z$&HTU$fH8l3dwd<=op`LFU?3yWL8rTlgQjh`{H)5n*PT{ z6`|9A8?F7)Z(_|BH@2O;Qe>1lT!sqd={1o%h=Y|!%h@ban!=OF7b)%Em3d>wI$^Df zeeV%EA zCieOWO=~J9v$J6X1k0>0^>1ht!#7<3YhrQ9%FnuQWen=FYSwpChHqAl)Fw@;Cj)hHSonP4uS1{Bp-{7;+P6Y$knd9JALCxm3nqKcm@|M_09*Tpc7zZy@;{aX; z!kdgt4`kkCIwm!&Gra!-#rvzIFB#bx1Of)X9}whC#P8L(RUGa7{+OSYo_=LqexJE3 zjNf-XWb*r?f|||q`#1bZ&L&XtwpQaHDfs<7#qaPga1Cx)RXNry#`M&>&M^JCis@Io z)=pY9xmXyS|9L^^M4bQGxK$kOod1lUskZHo%T(9Vmw}RAxhE=(=NE#S&2#?jVd5pn z(eqWYksOVKq^|M6sbEtkL#74Cf-Lt6ok!HR5GE;7bA zcq%Rvt2OOU<5qFBkAu~I7Ry{4cN~=H%fNB)?eDt2#A+P$186IY-%WlbE3uKhJr0uk z46t^iwL|Qy(8{+`t!0digw(pu3;^E@u+|a#wCMG)FgU+Y5IWHeaADjkbk2`qQB_7+ zX;X?(g~FnN{VuLiHq7PbR)=TXzrPmka&sVVe<@*Cja!9I>=^x}x?Fl`#Hd1H@krcl zTfzbY>NfbJgxWDf_laWf%$@C>JaV~ntb;rq=*n!q#B|I@+QeJbzDE8wpN`86ik}`9 zRfH0|?ZDUQ_WFEdx~w>m|~`q`B7P@o`>ab_qOV)~oOY5Zq# zt5Bomk7YN7nI>bi^(h`(yQh_Kf018wtQSsI=jkZW2KAqcOFG5jKb52l^UiB0hxdfJ zFwL1rAJnqRoH^oKKiq$_tK21ZWBS<*s7bgnody7|8`BBPxx*E`3qQ4I&P1-DVcX-! z_Cp=UcJ6W^8<<#)#&}-2SSw^SoHzJ!{$j^)ZecBV2!Jx&n1@h#$RVc}HqNpNt!i}rCEmPC1*iS!DEdRgu-UCjK;@BToxI5{T1Cl_bL5o2G z?I|N614bx-BowR@h#-94Fn713P3-LIbOMos&a6Skht1Cc+n8W5wx6^8{PXj(vHfr$ z80YZppN*e$0tcM^`&M<&_RP-i?QZYRp?}avpPAd;nd<6qRaaM6S9kB@Q)FXiE+0WQ zMkLqAJ%`s`MWxJ}_3Zp2IU`guQ^;t;)H!j)N61Q!u-%TskzIaz3wR8U1?w+1G$WiE+vwwq*3u61MC5o03>?j~K-mEf+|B@wvb zjE$HT8!VlWX5`F#A(ysQri#Y`zbi07of0yMkeo^P(vxFCE`sH_wIzSJ6CBbkgg=jP;Y z8ZVPIl$%2=Ic`ps)BXh4jX+#~KaH%YFjc#xyna>vny#KHRsD)CiMo|Udjv6UV=kA; z;kY{6j`WpnwK6#_eB9Re#?wP46^rBQWU;<3cOuGeGF`cyNsQvycxv|`hQbF7uAA4f zIWsUQr-f`TH7rZ@A-S-5BwwaWLh0`UA&hDx;Kq%d2uDoYRY>O(@J=dVzCAF^r-yQ) z*s7p!)kRDhjf-?il!M-g<@EJ$q7iA3P+ZjL-?U9vmF&(#fr)*@?9PL_;!+YHU=pKZ zuv(JZ_I8OhI|oCi;~X@a-FXkaS#g3(r8p>u;jIFsx>t|C$Iaxu+Dty6!z52|87jpA z*`3|lOrE#8bJk>(oxVxcYsCzge*}E8%5hj0w!sFk^>VS{>p9-UP&XB!c%v=}Wj=

i(1TW<}kUGe9eVo<xJQUhUR>SFTCQs64@(dj&S@Gv6qmMk!J^h15I+ORRJJl%| zb$9IXJCxm3)s|f4-xwKR>CeKWa-fW!-l(n)Ro!#obK) zT${;1>M+Sle!5a}ByV0E!4CUakd}+Y@@B5;9==q|VATFJ<>0IgC&3LZj}zRCyqoVU z8Th7J!ggH}66L%JU{&d8yIb8+A#P zgRLPiC32AfqCrA&@rdpuy-ek~wjEu0wfXs~e!KRtzy0EbU3TK**IT4TRFhgsJJ0Hh zU1`qKOrk1e)l(X@F`Le=H=T2mB=EeB$RC12uQ)x#D+uWz6E4^9ggoCon!nLSQ`eSF z+nkP@2Pj=zRLY&9eN3N{8%5E}bK24W|vL=(6MAc@m3;I;K z?Op}UR|keUV(VhFziN=L)Wu5~gJrrT0*CyVT_%pNiaCmIB=Tm;JF9U;V93u2<($G9 z`>-h77oysui=Gm|Ze0?A3t-kd3YGA}5Uhyu8=FIc!9P31Q5s$bf@M%ujQ2rZxIBXvNXg7FbuwUb4Tzc`Xk;J!{JM9kWpcyyx;0#uEh2$T@rPRO?!AT zQ^<|R7pX!%5>0v+tIz2R$|;^DB|{?&r(~axFbl;u=@(CD5>-cRE%$a$UhhP%oOPgl zNM$1BRMI`>SQQw&Mo2}_eh$bWHeclm0)vgt@GyeFMYk~E$ za4)!^T`wv9R&wDp9uF|kP0h-@Lzjdy9``Yc7IyG0(fpsXm}K_J{n|?P-l|G<_c~`1 zUTOZ11r&8_{vX^-zF(WkPwFtqn!iBJPa^x|qRfDi#3CP)H}DiE*mwisRKZ}B-%wMN z%ftPd0ZdPV5#FLxoL}SbJAcS%H>LjH*ClbZtN*F}VnD%$f7^AsHuZ9Pvtka4+F?ei z|0yW6ksOp|ZYK9?Guf}hB&+`^O8qGZ1?$}?l*?OFSMnICet~O0@=*jIVqv;O3iw42Gz+Du-e!z63J z_uR7XyeZD8%=cqCZeKrb=Z{#EXUIfV45k5ul=-La#RMyGewY>7#h+O5IY3u3HhQyS8(98?zYV;Z(X77>yxYy>{n|{vSBFV%1GNt>qbdcX z^R6Vs5e_c9mmzIR$M4Z4akT6Bcirmq=bLnOyzS;{I-ZM9lLE?>XJCxmHyZS2}zD@FTX`spG772MpMydhaqVB`X0l(K$-EAe ztn?=;*M2p&3C?5($+cgIg}g}h_8vw=bqhx8=a;lTyc+Xj%tIK9dMjp|&tiz1()sDS zB#w5Szr?Lh7u=?+^V{joiaI~*mwuh!#c0-V=%a2XU#ZRHRXR+v&Y!7tehuQ7xlF1w zH|Au=u;q_NV*5OPJ=HXr7I21Y0c&uUPbTGTluCOCi#cQ3J(W4~^#VIs08O=si*-qq zw+M}CE;UmorVTVmC@yMD(KJ54AXbN0%Q}Cv)aBM^X^xzAey^^))Evz{x+KcM){vJH zxyWGFAfdSUvTo)tae>bI(CB8JcWy%GdT}O`_0E@kwMCjlwW*bP{*12ZmG(TzBt~V1 zPqe^U6m{8CK!m4^9EJscml;yf40tbK2_6Rm$#2O9K z|NW6%g3{8w#{0^^@Sht>bLnh*uwk83x=#d`>EfqEaEUI7z(sJ%HtZvq$RJcm+ z;BA9x@5fS);IT;81tyLKp_JqV4!Xk$!9fV^P?&-uJiW5Dq(ZyAX=727V07WA= zhwBh$d3yx#4i-SQ?cv&Ubk?Njg?CAb@jUFkN1TDH-X^&Bzv%1^cm9wg1L6q29*_TK zsi{l!FWjy@%n0rq@kuLh6X);HPLgM1GXQGh(&^>=s&k*N+?DFQS(ikBsw3oZywIFT z3|oH}l94=Qp$wcmFZJtEJ6i8yoFE0_;$b8s`>ZaON*qt?lBio8txiMyb71I?n1=XA zU7!@!FEEKw8Kkr%8SD6cu8{TF!;TefbQ`RV^k&8Iok~Mgmho5=+DOQHp_|Ezw3*zk z!z7z;*GXSULtKyj8SF$ahpj7Y-AA=+MaZs_EjJICxmdzB!^^@k#YNSf{N^ywO@--Z z>5@>!V>**K+R_j&V=>9en)hle)xTF&Dzyog()>#V6m_Q|nr3y zk%qV%JCe}21Zo&7+E{opOSn*U3Bv!dp!jj@#GKh0>? zulYZ4Gx-~BCjY9#WVz;JW2_oWE~s{aYyQf*mRx+9fo@9kzo1LvXxIGdNfMLvbzXU& zuI67wZ&uX&3x4Zl94gJ9fqUPK5I`w;;wq&)VX zY8H&vyV6otg=LHa9E6DjpO@3g05_%a9l9irc8$N-txPlCrmOKM(3=%CK6o+@PN78cZ8ltP)es3MUj# zr6^gLc&a+)-NZs@s#UDlC2_R3iXpec4ZK~qRoqN(R%{jbf7{{CfvOlxV{om$SnX*H#7fmRa5F>RR2#TKmqd9RXk=1D zc5y0KM}$)~NGL7>%1@}4p7pfU-queXjGUhJWnFox*!355NtA=FAulCzk>;a8LUHj$ z-K-Xwo^{>mre{rAkBu-A6i$mIy_5VCQo?UGHIudAD8g7ONA*TJL%%Epj5;<`|R zj)pH~5=chrGy!5%Ccz`b#EjA|QN$=M_bxH&8;OJ%g{Jx&LzjeV_9qHiRLexuo}^sp zZlAoDQKmORJ9*180S;9M@8khWgKVNSu=()yAg>y zE`*Uc%l8CxNskRrOUi_f&!z z9Ah1WPmzYVLA?01L$cbV<}LA8m(X_WDdJOQ*)W97c~kI@1C9{l#M-4^g(u z2lV6L0S1~J42)+IRR;qtOa~EKf7-?akreWE*P?fgBnJ=DY^|M%B_c^25F1ZKj6^Dn z(_K6`FA5B2I?sjKLH8-S!P;u#2It0to3P}@r}?Kfk9o{qmWQHRqSBeczN{P8>OY`GiVKi3H1ysA;`j-^>v05GBN3Z7orO*=wZZl?Fq} zJ*P`Twf2kvsdetMu*f)Tq&Ja9pt?d!dkjUAm)!Em7N0dDimlez9??Zif&P##iE_{z zQ9PduDw@0o3B^SX7gXECR@q55B9{Oe3&l+0_D{LqumNf?~=d+vf> zq=03TiMWA3aLz_7kz8<|$FlxYBF&cdf4|4Etc@miKS6I+oa$Tf4kzV9S=+w}kgBlX zcFvN7m&wT)*I4;W+Dv{^he;kkpP?qek=V@#O~o^&jU8qYlF8;WeYr>q_e8qv{7b56 zFazp^YW8~>I*&*`OblVaHH2LxL%4$>ztjF_M!yl8>g!DYs7pdwlox~!w5~I0$vTIZ zyESe5dv%+`74&As=CEt7GxM#Q!x|LYNCwnJZYHnNW-_6}BsT}wItOHX*U0^&+6B`F zTv@Nn>&pFG#XvWu`O9@l9POHaz^zm#zfV{5&!jgiYQD<(P?}$0H0#g#xYf;Mmo}4Y zb(mz$pQkzk)%f^grxvkp`%J6dgcGa-@A7V-oNq}jkt;R4slLZoz)7=J|X17yP`7?;Sw*t7)Oq^qp9Ya(IxRxG}jX<`)%<= z%q;WTKJQkS8~;tWvA&kxtk_szc#E@}mTIhzGnVx?)~~vmJfh9yTXdLYJ%5>MtVmI( zC`7uDiei$zuV7+j9s+-T$Po0n!&Jv$IxANjSjpNicnLeagqas#8~9HKy{R_vNnH}< zZJ-g;;2VUBfsqCY#YK%lsO~&SwG^!>S<;0@ps&{+j+~;^iE^6^s(0v;C*2jRp(>0 zLqHQS4T&@v?~F?*`HP9=5xI7z8CdKfM!bk9H1EEeUOV6{4 zUrm4I=yDBRuBFQ%T(vxDBY-KlyrUWxyzR>Uuo>Xl!UP%l8+eOu>@u( zykoJsSGUGSQO#=EsM#p1NuPU$E(zuBPSqtLz1^F%WT@@A&D~}8Z9KpmQg6b(Vf)N9 z637zX%|6z(NQhLmT0%Te7e3X|yqrl??Pyw=9U&&aC+#vLn4Lq;hj&TGtAoO=I60I< zkrXdSkv<>zs^&4gLYIVU2z!JWS~oc)GYz(x`AF%wUoYS{2L|}`P|91Z5A+*!5mSnL zNS8$5pwAdM(}*N9h_>;uY!sKl7mJRTU+fj^Iik?tH5M5 zJrtv2!=++r~1Z~>%v!D<*{PZbFFbzeO?X{v28BB z1U?qu9Q14b6fn@F|JtcbqFewP!x%Ll6AqXL3B|=4T}_f+^v$E|MbEp~jO5bBI#^|z zN#1S_&^e}YZ{xnOMG8iBtK~*-&{YK0nAb6hs&2FuK*WKiCL#`>av~0U=&u$;98M-W z90t8g7aOJF0-L5Z{Jdtkz*zs5(be!%HY7OPAd(y8UD4M?k&{?JzV8KQUm~5xmU$jy zdJAgTir6I8vX-vjsEef1_3M~KRb6lWka6O=Twj4Un)jgg&Y(~$c7||}w}B@sB-o$IoQ z2F8(<;lcXnfnhx<6e*SHgZd}BI4P)~(>)UZhJRc$l$P)~C?B0)!ds zW4SyZ%sX^3QZQevOCoTXry^M+hCN}@5r6t(9lnqy@KFD*rcqzy;x+DUJy!y6J z_XdXeRJ9zR_L}kmevd9%3h=viNdyjfC(lUk9?W{DBR>%s+LJzzYcZ7Zo0IPc2KTg3+*7I#^6%>6r6B*7E{VV)Z{L*6M7%@CvH76< zzK&2Ym*#``pSt)ci2tTbB5;T&ZmP7r;?%%U?hI95Lvad9ZPK?sNtZ<6Krh_9VWY8d zGtxP+0F(Bv*?^-Dl9?=76k}t0enLfB*ql=Y-`*vLtfy3QSa3An!^}huMbO!@{z;8U>ql=G%_)%RFfkQlj z&3oBKWM2&o)y9M$Z>__#t)&Ubr=cCPZ9i@7MVNtbZ8E{VVap0KTgr*TeT7*E8h%fhqq z>G9dR7%4qIOP568Fi%A4HeBwEcYny9z;NyiWt;+iK=0K>NdbMiE{VW_ZtqTF`M1Yn z+!Pqf9U+@b^Fe&QE$<_80Vc~Ypfue#ql->-|4g8FT`Bm#%J zqdSj1iM%tsPXvbZ1mMiY`Skg7x(F$dKch=x6hI!t2+%t!`DKtGi{gAB|4bJl1@iys zk_a5+iI*Z%!xz$+wm&Fmt~2BuwdFS%lTm7u4&6ju66HW^Y)L?V8~n+~_BMLI<_tCbG7URMoNlRckFjAA<6q;+{%`6%)Uy||e{ z;YQgksz{&Ni#Cs8k1h$-4)zK$v^phj{QB-oJzmn`z))@r#q9llV|S}AHcCZr(j^f% zygc=cwUlMM61_Vxkj2zgf5A| zAs)XyvfX1Wo(~M*won==c0LXMjV?9{-e2mH2pryV*|-PYV+LB|eEJ-P;`k7X@_{=O zLR2xc$qGVQ2@CRwM}m_$`wI^EQ<4i zyhj%y1@dlP5`lxk*x8KjjUpZj4ChIqe5phq)CYBOQcw@*k|>8-W1y+Vs$!g@ zK|*nHu5Q;N$EvrD?pXEY3(dT7k(tbj9X~MZZ&Xj;`*4fYi|SZw)cOHkg-|;6J|;1W zqt+95^!6tB)S;b&`FV>Ac&+g6S`0nvy z=O1W|7wa<|#c82FSt{TC4(&V?-K0Z%j4p}5AwN-s7IC7mv^(CWe(Nxukt`NDpBtD6 zP6}l?z=`961sAmp&RShORV!GnOQKvP8hyQT7eoi6K|*oym~L~H?!xV(>n@yhQD%Tn zxTX9p>{pUE_F!czcHzc}DOeJ>&(r7&Ez&ruVl8hWr>hT2r7}!nRJ?_%r<$DU-YlMu z_sQYBa5KLEM|tAd!2U!Wd7$SmpwoBD_Kts}#F|h1nfz7kY`}ZZHhSXEJbJUz-tpU( z7sTeV&pzwynlLQzs{6d32iz>q*Jkmw##!Wj<3nO&!Yu_jMc6HVdnRvUQRO~56P0%8 zSf9)kypb2GUn_Qv_o;6&M0qdiuq9Zb1C^N-IuaGEgk#K#&v$qo63bmLn`R&5L6^0pAq45YE}Bwo8Ue2qmHvA8wdrLAgjuBvL$UzE3ouLxY~ zZVf+lvv{92i;p(WBDaS57@7z)jq(=ZvEfv$U>d=EEZ7np_!@%WiF=CCZA$mQq)X!e zVY)waP`KKx`%Av2+Y`K;-mKIUY`ME&aYRq=+FMm zuk42z+xnILUN@6ds3@%g$gw(1va-(+{{3d#E|>;FuNNlr7ZtqQ(o&s*QTRE+qfb!b z;Y?bJ)^Fi&WmKC|`kQn~1gP|4Bj)4QBhP#vMF+b35hd7B$m2-7CF?VB?;O?Vq^2}` z`m=vrH9r(14#N3N*aipT408~U5eGi|^BG+n)o|)lx+Ka)p%Fn+K`0To&>*3>Nb35= zG6;2ebc0aGbYs^k7}5M+XO5q=QtyS{662s|-q?u4WRW zXmQWjjB`{X$s}R9Fq1<&#_lGxG3FveplS5xGAU!{;Lgn+T;C8BuEj-I6z{MU&g9T~ zB}ZWzgJY9^VhAY&*@VAEzrJ}19ML7A+R|%<5L=xxFk^Eno5``(S5Wki2PTl2*x*DK zEJff4{v*1mDb@d=E{SsBHSC}=rJ@09kWgHtbt@uG>1#&Ilr9wg`~=z1J?;B>R;Oym zidR`W@MnHW&Tm}v8)vYsb+GuhS*MG+jN6G0?}tu26{3yErt%rN1aK`|{u^B(Duw=ILtoikmw?;Lsio-A4NCmBhS+%p&I2eOrolftbHt*(@WB( ziUx1aVC2kf&a^9TjC6irVmQS~b`iTf(qhqY86&>Y%elI+Dji=dVBLyiTo+MJ&qAKt z#KEtBL>s#bA6wT6N^3QHJx&zkP7uRFoMo1?^M*&&U(FadXu0~NV0d=wzTY-wxwhnH zI&n*7yNIhmY*+Eb5F*)(2m(tv9JK~S!lVUN7Fu1!oHP~dyF!WsIrBN7d3#x87IpCU2GaQsjz?d^LONwKxQdCd&vWWk7nih_N1^)!^;q(>go zC7~Lbp-V#9RUyH+&8nLjtze0M$A?rXl6H4Ji{L*`=jRiu|R zT&C1e)mnEkiP31S(lF2Tj4F@-=(Wu^vYZ-`>|uUGdY6y=r8&voy{^M2Sz;+D!|WMQ z0E}?81;f`d6HR$&*XWW^mgImg31vxy!X0InMC#_G(qUCzrTiqSU3~yi$=rOF-;heV z@^8&4<+$z%KBXjFwu>Hw{(+W7CfdY}x?N14QE7#`s!EH2rdh>^x&oTAS*q7fT& zTF4eM4`al+1?(9kE2RY*o$)hg_qEMgMf{K%=X2 zR?(XkbFuIL_C%j;I1Yt2l8e2_&Ey(wCO7CX$uXNwW8(oc7faaQ93HAiE3)rt2t<7GuRB>J50J%szB>)+~m+cb1*E6^nu;2iRIng439APr?JwZWNdouCS=8=3@mxO8) z4+vqjZf;9Je%$&(4$&KA*kyA2*y&5;%oz4P_a2n+OknUMQCV;hmK-2J?{MHVl27X5 zsFeDPx+DS=g&cHEb~)xAyYYKQzgj4uN|^SqQe+(GnK%w}MZ5|@D>1^g(Ct-YK#5Z$ zh$|Rd_FHC%lr1D6cVCJL(z1h)1pke636KD$?ZnS0z&isp)REu_%e`!P2OW_*hD zJ6$bMiu7w;5_Kz*Mj%jXQYlq2kwzA3icd?Tp&hO6_Gs4W*NrruucBF9{E{5f?`UgI zvle`6oOIijW)WAd7}8hLmp+lii3R2*WN3Uzi_J^=TUZt%z>-pYuvAFxJXGtHSX=YBvj+x$|PDj$x}tD z9sO`W7kZBXycva;5)Ib2H`hd?S2}Zas)^pvFhKQ+wLL`j@i)Ok4VUPX>Oox+FNIX| zkwmggs_%14_0*2$qLU%8=#%P0x+Go-smAFLWN*abyKbpo zFtItQKAUXwb*JBI7@&HkIw2(MD66wuh5dcAUO$9jm~jK8&xZMa0ARR7s3sWvj4kX)!Bm2k#1NGRQE`G9<3wE^A) z?243*lxf#1+}icKCbjE=>zrwP)x)2|vKGU;3aNzj^9VD63ERij8;1gMiTNVF-D#71Eh9>O3}&KK^FBn#eIia{yh zW<%%xVcYx=hVg;}8mtKp!h!=|*Rx+2N9F$8x+DS=MN4Mk-X=xFL7_{hJ8iJhS-2>@ zS#cI_!8@E8dSyx8!f4jNf5u~OCQWT7uhwC5q**wsM=NIG{Q5o8EZqNM^qR6PZ_p(X zpgIf7axzVwkX@nKlL5@0(BB&m#LOf|5xtJ`x20aR-o6+iEN37-*uqObkaGY&IDlyT z4gNQDF;!OPtGXlt7t5q7lcRqROadcMj{Zd#DFybQbV-zh-H3nT^E<_qng$8Q#jUz= zXE`}q9No#$3Eg}qg|{WIyg>|&nr+Ecms%5{%TQKhqa@#$rHe_7PUx09pb;iQyMuzR z_C)B;=8@c{OG4@Y79ot*O@!8(ecR87R~wvFnIk#GFUdKQ$ZW^a(wcqS=4`RrPIP$g zjd-eW?oDvth{dTqDDpKm?YTFbd2h<0$?B2_P>qB`Gr!wRV*Z@m7&~jm64(X4;%baX zrGB*B0%A8I+hHN>uuy$n#>2Wus-E=$T@nEbL$>Le>*Y2hsX{WJ$R^8XKc8eFRBPFl zvYEdo#m3{O6XrJ6thcDCPt~xArB+OR`kU*qp_l+8?0``-m^U%Dg$R0`2T zm#APyE;C@OyysXZ9mfD9la3^j15NAcZG7-LF8`47Z+){}>I!iXUn=$4#TRV~TjI+X z`1q?X=1OcY>XHatY%asfVxs}0v)YW#_PFQ8r^fI<=a3KM#(;cGkA-DX(XwKP7oSv4 z1RqWMpYwG|1TK|o1I6`$fj{y<@qAsRR1-K?mqa<(jrd%?fub04Xpm4`oT=NEay4&78=njFr`0KO?G0E@?jB2L+e z#p6^KYyeXsQufB?Q61JLp<2W1gkV}eY@F?!8L=T@XOodZW54Z9vHK+BU(Ly!uoKfN z`Lema&+;pB@ObFd=Df@wEpU>u9y-MtJ`zu@@G^aks(4(;Im#t2@Cfg>!&$1MKZN@4 z%tccJ!H?>as9P~Kk}!pzIn8N~#&#Tc?lo$^2HTXL)vO!o$A5arX^CO%1yHFu{z4Zr zW#oR!Bu3H5Vav^2Vn5k9ByAcOW-{@Tv8#aY)SH4r_mq$=8KK=>!+l_+WcjM$Jqg@2 z>Hkg8C84yujY+gJ8&TwaJ%MS#JWSh#>+(VN>Izcn!sSe&s?lqC)9SpO zHk;dB$azmHxjry7Cxx*8crKi$5`ClCYnumfP?v;KKQ4!NcaGNZu4-P}_+%#LS&i~}soNY~?eA*J?=9`+nkPCuY4SL0kMPbaWVF%G z)ic`K66M@})6MNQ0dd=iid3GsAvxC?`2Hs&(}+JR4TLg}pA_J3RU0Cb6a(3nQ%G=x zInuvN$u#R;`=F~mNBWoMk^GY`31u68FND$Z!EV(RiYMPZQroFAM|v8+B!{`*UD{N0 zcdbxV4W78FZA3$T%o+Ukjd2gyo9;Ztpctu*Erb&(RaK2HnX{6`r8M;|jss&Me z9my5^xYVpCmo=wZDuALii}-Ogt3p>YGQ0k+WS^Vg9|Xp45c=Kanr<$i3<+k^e{`jZiRlcTS0C;t2u>ME5DRN6F(y; z^vLY`75XtZzi$kT-yjrvUMS{>tcK>kjxlRWbMMq85xnNk+eW8ixt2-GqnJEu{B@Rd z-D>yjwf=|*7jO`wYLhz1G8#lP!1;&Oz2*JzEf#eis5cOjLE)p*;e?mo07DClYrC@*Xt$ql+BR8v?dgfV&p$`m7B ztz)S&pv?12((O;4-BkCoZP(-CET9=ghvP@Ylhe73yy1=Dz7gY7Id%uPX0l9F+k<%(Cpxh?ixi(!ASrql61uq+(RfTBC$l=<0-O!{;!Gs-uLev+~**4-?jB z(l{hM?+JrMfL5!O+Z=j)(e)jWDv)K2-q_A08dY;w) zYWnN!4REZlp}#iKUx)D5mVe=&bshfNZe5QnrVnqxZOFQjuQ&1aW?Z+9v2MZbaKV~{ z3CFEtg{wY|=&-APKo=V|MK7>v%2Zs|JQqU0o8sc^X1Kt3=XIlNuqNy=lZe22w-$Lf z>flb8-1<{G>e1RJZac*7mEzXTx5@)5s!L_7G>o@|?!2oEui9mardgZ`wzH8~z9$>W zMR0(0wtrYqe2^(tHBzk%WmMfIylOMB>Y87`tJm)5#oLEm#* z{*plNgVV}w5oaK_owFoyp2rw}*Ue&|Hj8%SEHXn=4Cj11tRC|)Mip`IA5t5qI+eIM zB^1dcF*RDCXT22GS%ZX9 z?fZ3G2XTQe_U_T`VvpIJMwlv@G)^;i71GAe!F+$2sakWJx4(Vh8{FSMByR5#w@1b8 zF}_tcRaCLc{q5!7bnst=vfP8q+GW-1ZyE%`Ms|qK+tE4fX7Ur-O#YV+lkDnDGnCqIi+FQ+4={7es@6uUP76|; zsx&)=LVe0xU>KFRQ@dnILMd-fNMh@#C9|G%QD(r%XB^|(r)pK&aPV=l1eBG|~3)^;jG@xJD1JQ^t=2&P;te-2D6bFo`8_psjf;upamb@5XoctMv$xdw8aqO{D+YdP7cHsxJAMl>HSnX!=e`_=OgbtJJ2h4K$0eb|ro*s)TK2#w!2CGBV^B#t4+kcl`4yals`L;yLB8(Y57_X_>q7r%jFk= z$>lg9m*wGHL7cWGdz4C&_^B?8su}!PmqfWFG@M-JCyU0YK|*m6P(OBp7}U}b(vV|E zN&^$aCr?v7?r=b%;NpoPSC3U1!1l^fl)r(_1t&UzVpmjhwl0ZsfoRB7sl_R*oEjt) z7d3`YjT`f-qbKbc>Q<>ZVygH@x?`s}y;*VWq|Ta9W2cK)!1a%vE^{;4r_H3T!z7QL z#(EdJ693qQpvu^uja@yT^3Js2r$AbV&p*gK1I*E7lqtcWqeb!T#C6u%G5&zanhr;-wS7)KtjR zx_~LnzpP859CMAPqr8*l&9}ZKOhO~%MqD8D`TEh#hnTk+DYiLe?iqU$F!;Os6Si?d zCbQ3@T9byne(>E-a!SOoxV=H#?iIH;@vX9{r@B>6iTDWK5;MUQP?p=0*Dg!g(CR6O zZA@`g!U9!2$u4&s-lh~pXN+Du5FeK4vorZ^0*V9iKc~MOLt7gq>woC^pU~x}bom)B zGVgGCK}^TLmA>cc_%j4#bvrL>-7Nl!$Y`-V>eS=n{E#EhuuLuq?egfOw>nYgR=*@}>=A1L5+CaYmrtUUyz|G<}wOM?w zaTd7^OjT`Q=Y~xl^G!7gM(w96wa>-G>@({3Gn!4Q`rC9#ycDXw*r)0OquTz=|G4$& z@7j7a@tJDMem`9Ba*yUmjBWkO{(_sy$yAh9`{NvZ7HBKu6Ew}4z_8|zg}?}7@d zPf*I9Lcw7wI4leHDf^DC2l5j+Du-j!z3&F9Aih;OdAQ?E|`>Acwr)cQNbHpqB;em@N+^L6dvZn zDTz>s*6+-mz^FE*^vCIvcqx?L@66C4AGKA!$E{6EzM^Y7UrujUbY|49l**ae%gEMm z-;-`8&(mgdiw={l^7D=L$pmt1k@;*R_1MT1^4UUuNh}lhdNowBVDx@|C`KGm(lc=o z791e13J!c0|8mB+DdoRZmqfYps}NtkBj@7eD7rH<-$SEcIq(%>p~h)hik-2#ec1nE zD6AQy8|yoPjVw9P+avoE*fYpmrY^!TIV_Hl9h1m7wL zN~nUB1AaGmqIGku>9I1ks9ly+&f70_26&GMI2+GV)X1%>8s5;JEdGiFo8x=W08Qa) zeqb69a^icnL9xC^Zx+VmrT?bCzK=^;eD9O=J!Afq0IcrV#`oPU{*cJ9H{2+Tzos`E zW07s;3}X|{zQH8mj&9=;8|nTYWu?lvEo5!1>QvU^j1V1lgK{%A_VcB3rRpi|{SqVD zNK5f)?-N28jcae?u{kl5H_u61V|$=xeLbj7yhAvy^=n|gsLpfJ)Y$Ek;ZoOJo&vWW zJhg1xLPyuuvChWyW8oOQKv>s#C99W44sUEt;bS z3B|?dM%I{C_Bu_Z#aty7iTj;TZPqpFU!pfF8g*wIN!9OM!4j_DOSjxCKBdj#cN%Ar z`<+?b@5rR-3Ox^1CzzgR7WX_dS-M)^vxm`as_)q?1ag%1J;PG$t?zrC3!&;l-mgodTnZZYUv(j(RcVk=T-4}78h8C# zKW_QC)DP}I+P3TVA2aC9O8v){+)Vt!8wIEyiP`g@Q+xtW};&E&~COmZJmmgGwO z2a@DEp(y-ymd0t?66f{7*$?Cd9Gq; zNs*E2oxPA;BaOP=0a2Ka-2hYJJecCsRh^_)j5~SSQKY?A^8=paHqn$H@PBkklv}Ju z@R4H(Wj93}M}vgo;vwDfIB`*k7K+pJnOF}tL-88Jqx_!NuhI^7o&j?{P7iPx@*t z#f;9O%XxG;pDq{BWdklI*MlB=742#DYPv+}5~oWqUHa*A2VGuEmj`e$3&j~UsQguBMxRK)c+&HU zYD&M6gpP2P)hDXE`a~e8PlSg0M6jq&1Pgs4aUWrP)F%Q;eImrvCxT9WA`I0h0#kh= zRMjVfxAdt{oZ6SnM1eBvi9LMRaB-$kAT#dyc2Yc(ionQWYhDsWacqollXIC&zQ-O+ zMKj6a;<0wNKaoDrC7!jrVqK-5I=aO(uOD7S$><9?aI?KQ#ZE+%*!yW+G_&6vR-Z30 zlbHd0ZckvZ$2|U+95-W0>|Duv2yV9q#?daUlVB0H7pEueU8eizp<-uGtRE_q!<770 z!^NpRk#r`#UVT%D7AIt)79u#*Osoq5{njysVrQ&BlI}BYGtYIKAV0buvF@EcW(;vJ zUcnm)+Rz{SQ{tiGROb^^wwJys6vxN1St4d#i+;5@zZ{=zwuF#%9iH%_W8H+Wwp%yT zwb;o>?8xoN0*z@1Ibo_VZ|(#nDVukc3V*-l7h;sqEaeCOzk z_1C!q8u`f7{)pXUUR@|DgaB=bF&kpYh8VFS2JA57HNX z5aWd1hQZ+wqcp@I4KYST4ABrH1S#_~gwGJeGsNf&F*rkv%@9K~#K;UWFhh*X5W_OW zs0=YELyXB#!Krp}Tz1ffjP*qZsPyaj9Omy7aO!(I&nCP$Ih)J$WwK7IaRBZ>eA!Gg z=EaG9CJv<|MYO&T>iuhrQ)SD+`B0Ih2_x0BI~PgYXaZ<_J9C)>gTvf*iXGxX2n;lk zHV>=RzL`ngJ{-M$xHu7V6r{n(V7T-Nn>qgwMZq{(&*5(U7?TCw%%nefop^%@JL(9SaFyEyysnnfrl_qs(LNVq0IbV0ymDXW|)_q%?Nz^o3{? z(inVT%9t^c|Ie5N>y}yE-is5Wi70o3#S?_K(JtuN;I<3j=gk9jBj*J=ctIjco7qD* zi=BmhZ+K1EPV^DT_n~Q8XTBCXM$gcc0-m{W-M2s3yZiCtKhS)NbNe&NIQD7o?J@V0 z>5rK`%a<-&2~$72^b2-zPQ>Z!v+%WgA)CqNBhe(ku-fwr$dLN?(L3}@Tdoit9Nu2I z4J*X#;`Hnw^G|h)Mr>4I2AE4GGQ3^%psb1Lzl#$b@4GlfzJ~pM(SD2bcjV$`&Wx`I z1+3#Y({>`C*l%t~#PXtzQtjG%;`Di>idt(4p7xD^RyJ;Wx-CDL1!GeaX_%3iX;N)a z=+sOu(U-uH0X>y}@90gK$+$giT>zre1KEf_iR6Sx9G-#=Dkoi#OCX0mZ7w#}73@5$ zM7>OElHM9#@b*1sIu6=ao{V5Oc_M?2On+lgb)_P{*zePRYr;DDAF5X=^&s*G~^QluX-t6}Yor zjmx54!`43BOQNtLvhmQ5VQU4x#)pa~$J$Kq3UB^mdVNA9hjabVKCJEDk2~?vFL_u2 zss3Acks&kk1wM+_?oagQS%dqj`4|z|cnlo8gQjDcX}IYz)3CFq8S96p=gnjitv{Mb zCh~*B#g6@%WC2_BTN8(%+il1iOrx1BU%GNxc-iXZD~5~X3puz2EBf>K?Aj$u1_lPY z(DDj7vkO6677wQ(nM+4Qkv#yDDPn0X_T z?84%2GWxi+5V$U^4_Ui@@7le4Ie}yE-Wc^Wd-q;}RZ_Xk-o0pWI5@!EyLa1$SMFS~ zWzWXFdq<5e+89^DwnQvraVzga>tWJ2sZG`+^r55#kJ2Zh1lD8pH%s4oFaJrxwEm5s zm$I`yK%YvYvpz&0g(0&(LVrssSs&vcSVXXJRv$k4RlL-q$hi4!iPw-xi&89^uQGGs zvQ?#KT!H9OXP~xZu#-y4WuW#{Fi^V^W?wCv*@0$+reC5|hEMx?^nPT89UE5xoVG2I z*uD~h;ohPpdv;fqG@s~urp~>?(s+Bk3W)2#9T~m^fNVScfSeCVZ)tr@m6lc zpCFxd`coKj>ps%TmAJr$SMv{jX1vU|62`pz%UUM=ww=-mHInc<*sh!D{Rv1Y1;KW~pNC#y=Gm*)U^lLntCp?^uUfu( zc^E$l3qOx6{IZp+maJHM_KFoN)^zcG^-_!=BT;e<;k{nAt!>Ph&pbl5c(t)^{kASF z&W6{9BzbJffqse3FtOpEau)>;Gf!Sw2@WLl+HmY?VSkL4zilF>cuuSY>3t0sJazMY3gSHmX!*X?P(}=+3hH*}+s(B=h z-OX@{U)n?hb(TgZP-D2LLIYS}D0H!bQ)%Ek6cFM=%?A2usX?A9f(OA6{*dR?Llt6X zHeWz-`_h?#q#5rsjR9I1U(zP5asm$I9xvfPap0zWL~J@Qz_9lvl1aPESQp<<-URy_ ztXUF1f`YZp(Y?e$=$ofz7=h3*fP_saoIoWo0&vxmbuy8n#~@#TX!iE9S`IR0D2L>0 zpg#e>;hB%%n;pr#8MVX1tky@(ovX!2;m;1EyuXOLeP zM}<@HL!cXE9Zc-whbQ6N4-zl16B0Wk8OfqG*o%#L!j2VeC=WF)myzg?b~_Fb8M>^Y6#jEvh=8!TJPcpc*iXOoUyclK@(?vPN9B?QlI~*?8V%)N2>{8G`bKYxG@QN23+n_~eGJ!v+n@le@ z#CV>$-d*wxyD-3%aU%4$DoTW|(S|uipUMG4I`nt|9j4Q>qhn)2AW8^^$VCYSENvopgQR;(WWg~Q|C(2`^NJYplj!Q!~lFabY z1;j8Mrb3cTKb2H+r|=o3n;1;t*TjB05-tx@%_5Udq0`M%@<;^zJS6IY@U*M-0W{8();NVUVy{p02rfxFbjVP(}SosIUF#McoRPm^KjG_Q#V4)Ng(k# zkut+zk$Wl711ZRm3_qTvE(;z)8KwmaJ)kz|csVG65F}oVfo58`hv-Qmag-wbI+RuN z(NNzMA@idf-s0%>k8XIY)aJ#6qvL20Ck41*CdVb<1fV$X5ve2Ou1ZRnTpB2ZU>bBc z$R<*eE`bcctRhu08$;p*Y>WiT7wg%&jEl%?9xx&D{R#MqgbBHs)SbfbgcFKNIVOPN zYpkX6Dq6?VTcd!I}vIgvWLr(>_Y)n{Y)N&L*q+*U=n2Nvy zOWGNODkF;mL)5@?u$5_>)^$(kg=p#3lJ_a30B064 zJCX`BB5bJeZAp+AZSly3RGrq6DjwN1Nr{RPn$!l;FxFst2Q?7~y9l_U7GMq~S88Hx z&v@`iZ=z<3V2NI-83>~z#m7bxB;k&mkdmDb%Z4l3AsIy3T&3Po*Mde0C%P2AE1u$+ z5$WcYF?RKt5wEZONypkrgtM5yaI|$C!h}KU;77*g&WsrE?k7C%Uy;g=6*PI zaf~qNkY>mSinPtA{7M_$z1CtZ3B`B}GA(r^J4@3}CD|-Cc01zpIq5f%ujM%Dx3J^o zM9OcYPjJ%Vz*vXrZ{eiBhW=DeidCe~C2*}f`7Pn1AK^!jQWw2#OBcr+D?91+gdWGO zuj=Mbkj|OQ%dO<)cUL9QA)LCA-*4O1#q&CqtKgg7slY+orY;UFR-{m0eDOXKvd>#T zOL*&IF4^asxA7itB8Vvet`$2xaW@=*U6`3Rb|O^-2~H`p9T&?!(ml9cy2d*JI&H`4 zyG+D&265&~JVEOX_W(WA-?6wKI?7t*Gjq^kM}Ja zidhHgFA}r$ZTgEzAfh}ihKXn!xo$lOf*?!JIvdxG~TFJe8s;Ad7DKi#G)51|c7w0UGbN=}eoj3l8OF~Nr%j#A=7Pd@@qn4GXaa!l!z zXG-En&X7EK-dP4U71?x1BAYI5lv{^Sv&C%=-(*JhH$aIHbQL2qnTsb^OeqnoJJAax zgfrcpl(7}Fw67QWc-9ysCsHPdweT*;VW#`BOCyxs^ZMb1TbF?&%07t{+at+re*{?L zHR~61kOMike=TyY#v}NL!RB58}ooo2}TM05k5` z7sB~<8hvy>(Tm2&hGx3PUF7%`)0kzncCK=)uwX+o4NcU!jEens` z3hb;X{&0~yP9$95Tqu#Uv>3r&BuOAzJq+S~M7->c$&?|n*bqq&Ri2r%y$d;XlmQ_I z5;D=D%F~l}cgd(o7Zuv;aJbM);LqYjOh81DJ-8344#dwjxKygjR8M9PQDPK3(Gwwz zOe*XkZS{ZznnPL5CMmBBZ%3fkm{-a74{x31#|& z_(`>qS6&yjc1}uC#HjU@)uB$lCOTlr1yM5;^tX*4ivnJS zl>Op_i{cmU+=?_td~uo5d!DBj_RZR>z81~FC!=!fRms2{{U(V`P@~4ErskBHA0gig zx>#ou|Nl*o=rJAB^Q#d|&j*#_QkP?qq4|HC$+4b9rRuR@M~}_1z6q8KQS#d&*0Au~ zwq0f~dv1r2_sz>Uw!`H+wW7-h@0Qb7dh(H6AH3G$G>6D; z@dbSJA&?;ln+6yW!47BEw-t&Lduc8f9x{2_)(NaVEgow)3o#1C4ot~$qTyswl`cx$ zMy@wyp_A8lNjh=08m%p~-j2}%tr(+KK1Yfh&R(->wHb?SdBgMH(mjPbNYo`byauiZ#m%X29J>+@t*wTYG z4HDx>jyCfS%?CY?&Q_1|)VV|OUGgbfO?0Fs4RrC}nud@sHzPIZoYBz?ApyI!1CS|7m5-&4pX(A0{Zv}%ski9Sshp$tS4Fsj1m zV^Bd_>m!u1htnHq{Y!D4_XjGS8V>(9$NO6flM6Kb!du6Ce_?VxuHTRK{*I|hSCM5e zb2BN0J3xG{_hqbZq!BN3A}QI55impbOKwSz=Ahe5)=;G%E=k zC1eu4gDCgl!9jr&$j*u*l+fS9Gu%CL5!vD5O!v29hxW2Z<4C1P0O4?Pws_}S z8TGlj@m-&`I>sy2XFe*VD`cW{f4+Lz7*@))*QC9izUD(L8BS7Dx^kmoK>l4a{B= zkEF3yDVrNiFS&5@?j>TTZAlNWfnU-kH{K7-|nNxM`QtHLqaJZ#NDLEi8CG3h>R&7<#U%Z4ZDa*U72 zOySCc4Gu!_)-y0pNTxv0Hv#R)5B5+dVGe}s;YC>d#XIw&8ekn^+T)4zOj#2$<~>Mj zq4@2I^aCoyRb(WbUrwf9j*-8JF2Y%&YMnyA&5^&s`XMQ@r}Sfpew-_RBr`~-%t(D3 zwq8cRPEBM72NK9r&D%X#RBWBjUrL^P5i$d7#TE5P-x0o$E5dV=(7SLn)TRbIt)$Gb zSG}p>AvB&BgX)`8zRTvz{V)tMjAX$yLSADQ0HLtVr+y&{{gpw{O*6@E@=PrL*uP6ufwNTyl~gs{zPXU zjm0Nx99_oaQcj3m<4S~Xeb=RD2twz#J^c8&*m|J`A##Q*68ig@8zo1-|H(gZeW4~H zT7+MT&}~=#eSswO$M1K19D=C95iR4dNa(Y@@0Eo9GX70#ay1FjMgWxv-G0W(-#Hu= z7Ju-aH3`vH0u>1ze%)3{=uekDy7F%|3DIT*6$$rc@2^RSwlk)lMrpvQHju< z54`)+g3$RVe`Dd*n{TMa5yb*35xQ&sQ%^{a{{F=52cNIW5e@At68h|0el0m_d;Kv> z-(Hgtjs7bUI&${x|BxL0?JuAD#BDVRy|x;mM{=)s2u)k@ik&qH(RL@5IC|auFRgV5 zWuCg};hKafvQUxGo!c*W2>t%zAAGAOA=+}KBB5{X|C}WB{HO1pTH8X>rY$2n2Cwda z=-hv~9fRjT_w8pdnOMUyD7Fj77^5~?$YVxnnIO3cv^&hm_ryBV>({>N5fYb2MW^^dpZzw_2ttNMvSjmOJc Qz+To3NWlPvNTuoezx%ksBme*a literal 1960577 zcmeFa37lLY}ke$wrGYdKYQ>YP)jPMxZH-Qu^;n>T+R{dsHMYQ9jOPTJ)Qg<7Rtvdi_R zxB76SP|Q7~1wG%~{`%&n=CHRgU9C39yrEnrTd&!6u25@w>m`gvy--Z1s_A;ZSjaTJ zrK!{P+T-|YK97v^N1NW_CtSPcHjz7BF4)CtZKmAx79Krzrs*xI&eZc2d@f04sPLvY zn3QF>&3f|`BHUV*ipviU=ZEsk^2_rp@+(D5wo)E1Of8jhLPRc@3rcCApJ zXxiS=V!AxhNKc@w1vVh$xJdgIZ6c<)0r(+Jzbly>-TO+Wk45`Tkbpl#9`|}5qZyO z`aW=sEFncKQ!7m5QPw>0a`1V@8@M34zL`Jh4b<$Sopx<{UknOP&(PZ-zoo`Yb%>f} z#Y#3^v{T@H;#F@ze7nuGcOAICQL|HuNK@m5qFn~ffvqmqDwX=BpRBt6x2ns@KwG7i7%x;EH#X_MJkDCTh0prn1Gf>)LMfiZ@hByTteq zP$bMMS$7nyTLb&8a4U^k)=s&N@$temOUy;dnoBYjFzU5NwvGztr~;6D$r9uo3zP&2 zlqJbRbp|i_u?ED40A!c5l^pS+H`u6;Ck`Ya3;@iY&K4Uvo0yJ-i4bDzM@9sMR5ovC zC#w}y3UX&K`QT}Y;z|u@89b8*ce}|PN?B!ls|)1_9B;wM2ynYRXOE{L5>mBF(MC61 zm(JyYt#X!-gmP=(vb;_Bxa_T_xKbt8KsOQkDQqo?l1hfiErq1D0*Brb4NbXu^n(D1 z+AhgeO6dYb&1U2&rN+^VXnt%nF$uPDYrg@I%CA( zv90N?&4Ut)M2$YF0PnJaAle|hQWZ1+LRqCmTPjm4ueFR88X7@QsqtbO6}gPI16dHcAW4C}1=SgliICPHHZ|6vUCT@9a+Tz2 zs!=Nf{L*rvUM*xNX9$JzJ%tg6=mm9IZw8?sCNQ8NVhP3x8g(yw>%?2iwX=A`fK|nq ze|)~TLWYl5YNd3YnPC8F2*YUOY4K*=Mx8Dg8J+TQVIs*vi|gqOb>h-9^vgj*U*xlGX?UAU>FGiVh0|D>CLT)_3uQd)@&qa~=B+{v@^WY+)~C+nAp2RM z9c0E;gtSrVMAL@qMK=X`RT!T^LzmH47SvY*U!h|fP-jv=C3Gg_bkPCzXB!|^rhn}- zm6nZO`0Rsd(t15gaKCo;SqdQjJ(dA7GOpETuC72N!Z^W?{Tw zW2_ixlqbuTDO6+`$GMO<5W4yIc}w}bQOMDUC?i`z>CNr(YXWgLzE*NVkUYz5Ztf}( zR3Wm49Otl=`Fg3C%0l}3L86vQ0Q$izI5)(LB)^5SZWIEQ@3QA7a4{I6vbHA*1ka_w zJ75T)Ydu2&F^QnmR3S&SJWtk_85wLtBwHvGg*81)PpB zHlNC*Ybi0_tUJviRy|*EEz+iv$t3DuOhc+89V@+p4%d>%WqpfP(s2^F-T)7P1q^vB zGSt*s9+X8g1S9rJsaR@3i&1MR!dGbUhw>m(HoWCDL4fW{qbKmVNc^m<+0_cvz6xX* z!SuE&HDsbt2h=2lVY3rI>+T_SRDbrkQn7ker1fZQqtiTFU7zNey-0nPg)DzH$$GU<{WMvgqKxJJnRiXX`zs& zH#yf6204Awr?#VhX@!@lv|!2{l$Cpl%3?ti6f^M>6+=P-RP6>O-8cFK88k3IQs#_N z7&D}78Wo0&QR;4FVO3O4<`woa1TirPK}B+r6srv!hRH@f)u>|XWkc`gnUJ707Xv6{ zI#ZWO3hf&MNQF!atk^N9F%Y2*(!d1%C#^)3SGA$-2sQzSampYl#iZ@ce;IK&4J~f9 z2=)_$+Z7o`-J23q6hIXqcyJV91RLQSMSh;iP>`Ayfp6Av6frRdV~ATCs)(ONku<8S z#A7l{2QVh{bCJQ^^0IfGD3N9qa`Cy_ffWqYo;%=rEm6%bK{t{qsCV=NC>^PF^%>S= zDf)ITFTq0rP|3;-p0{Gom##t2#88K-Zq}0KF>j*57Q|O9lweum6zjDVtp23j3lo%e zofhF@cAh0&#aojrTuA!!Bnyfg=Ga5_Gk!Y)Zu2Pd%V6$=yz#8FZ|ov8LD1=u=r`n07GW>vk%~-RFb3IqeDJcMSUpau*kAQ z6{C;~;&AKGPhbzT?v>3+@+UQL7`6x-$RuovG-<9Y6hDh5rsFe=+ai=B3pM5LDvVph z5{s%3>P0{hbyPLTiKcTNO2F`w&o=DZ%xOtbhl)iXR1&oFP&%6*CWKk{-p9E?4a6M7 z+qd7%a4zWtBLEi4WxGZgxSM->)H;HBT?R%&P=sAZ=Ms5ZLOHOY@n)f9Hsq9EvUR-tTF8ueDGOa~Q88#-P!8gx=yEN> z>Xt_yI`vQj605=E?Uwr)5&CjWEn7gm3Ry+g z0|+=0{ahVTA`CfXYM|m6JaK~R2!#ovbb$#JSGK1hcv$3ZduDi>bw_M(B6!>O;pE8n zZQB_vWC?my3ddRC8Df<>G)yYnBhW>wfqBRUL5PG*B8#(62fZg+{xG!o9AcQpg2;(V zUF(2oWPorjPLxQC?=vl1{)+<`xxGKuDor#j%lVbKq06}{uma> z7nmgEQ74IH&pl`96&Ihfsya~0Wj0^HOp>i_n2HLZQ(B`*$!f#R4{O=Yv{V}*(*y=w z>-O9A!ou|+_*y3k=-iyMyPq~eN63cq(qANhv=70}YH!Iz&$k#fLbT{+NW2ojV7Q3>fY&fJHAscbozO%jeR z%pxZW(D6k+hNw{NvsKc?lzjLC4Wf9Usyxc;wWaY%vKF{U$BKjH0>Ni$#N{#|z)$f| zi~$wqlmd`3LE?>&LIN{=p;E|Mu)d zM3FTDW+-+bkkcfAbF7J|g`LH` zu)`3@)`@WkYCM#F7e?mGayBST>sXdmvm$Rn(t;^NOm~E#PuY%Pix#shIRny6xx!Yc zW=2_<_<1fM=V`RemXn50V2WmNVt$mt3Y|3c-6SVWn1hlXp64dOs9bW%e^QzwA*k}0 z8IgesMT`kJdsAfT#5c^+l)!uciOPjqvTWB!%hl4TO#8r|QQO@& zimpzSO2tH$YC={PVcREQT1!`|0;HLiZ08Hk4PzPm+;*&M^Kt-X$rUibVAWB?pQZSx z5$|Wmz(gwnasdH3_Ry@0f?&=X&w-Z&}&5aaM}er2PGy zqz5dhrJJtnty1fgk`T}dt5p!KeDdlEI!1*x$k=|xTdTf_6Qv8qW$y+*G%yi}=>i+b zHmPVfHmF6<3OM5Who3lc!Wuht@*(SOVJ21f3+$fcSkn2TYy;3dO7i?HD#Bviv5;}9e zh>V&?L^zujgqeRq8A4#47EBfvtQhfvqX@>7hV@jU2$=hT3tG5(>YcDRv-G3k>^AE( z@D8`ubub<4B1lrL2v^3v)g)MXE~Kro-WUX`buEAPLl!|Tp1l?zrQt+SsDY%}47f7L zPs`zy<@z9~W@G9NV`AP;^P(Wgbd4Sh%?73^tk-Ix^+L&pU}_$}Sq~*w9$HpBzE}^X zMVAUfVSNk0%0R7=3!b?Z)^E~YWc$q|v;@m5Kij>Vf;2U7HpUoOtx~E=M<1yDIxk}C z=@>1kMwyyV%V%~D)p?l)2ZMRdhvBBuST(3sCgIYAg+Y+9a6({~zvA6M0j2aLOproo zknaiJur@`K7P6*L9*8Re3XDjaH7Z7vHA|JV17xgr_OxR>7*M?-fDlCzy3rXA%ma)Pa$E6R+8F$9XK;ajewb5VHtU0iI#&IG7wbd>w<; z4h0Kq_z|^ZXc~$N@%455z<$cy$)q7%j?8+A|=g z9HqtD2W-(;wWr$hTV))z1G7P^8lX|INFHp1WTb@ti#~wM0yGyg9g@S1SV$pLP7OXa z%j8JS*7i$sSqN93aRP2B#)B4?wpHHJ0>UaLKa` z;2BH#Id(>oE<0DetuoPU4cH>nN!^Kf2fT$v0=q_Djncnm9r&YY=i%lFb)=kwK_7|= zhTb4JXI~)eIlF@_w#$hIDB!vvTINy;w>N(mwD2IBmnond1R;}Rk=ZDNrrZ!Aq`i)L zn}W2woPl*nA-bS01W_eg&BO{x;5@Q1h~#`w!-d|uYP8|jMzI<`nlF&|Yf~?RhFo$- zk!jcXX;lQA(E`9gCONtge<<(J3j7S<+TV$Op$_ zaO8?3WOt>hB2hM04I*h$dGZO-5{mB|jD)mIlwvO_f_m8*f_jxd=q$s}6=yk~mz@>- zT*=Q>cp`eW_*o-<*5b!mM~{v4*o23-L7ORxbr3OMJLs)vPhTMtu!J;;(u*_ztl;p8 z@sbMI$N_LXRQ;zp7B3@Bp`0Q;2Tg>pV6m7cS0lJ73{bz3V-Y;r8X3%%>mVU=japhy zyOT8kBjti&E8=ix;1rMi21((x$rOk|XamRbn396B znF14IENUMAg144qbPNku1Qi@Ci$VO%zli^rnr~Kx$u5#^qKs-3CQy*0Zj^4MaBzX? z7Ez)>dX#WijLVdRL5Jt~qG2LauF@bflG9d<3|vpK5R5T^XU!-_U{rqluBpxgMA8O5 zvaXq_Ok-Sz*F-s!67C7oed6R$p$cvb3Y z`LZ){SL*4Jtx#1d{j{BB-jFU*i=itLJ6$g)OfmtSPo>+E+jRbos<_F>49~qhyUg-R z^9q%jgJp)Bj0{p4hd>~i%oKioP?vD5D3UN1q)|#M>Cw^9xEwtAlt?GgGN?e2;d-M8 zq59gGjj#^BF(}4}5m|3EvcjB43-IL>=O#WiqJ<`sF{`2i1-#YBP_p3^j(HNzYl+Ax zOwvUa3=Lmi_}URc2=h0TEXWL(odS@0V<sxy>USh~DH;-mzYstbZCWD-U=6bz9DZr`-|r4EK8ij`@^Xr!5# zt_$K|fFd7PEs}^rW~9N2#$)Bx>cMfA^jZohr{GKq1;Votb{sdwZc4-6!0b8K|qtB$&_ENAX0?R>QOSn2rVPJRDVue$5eM<);63u6$^ zZiK}fI7~xdnJHDEA2z>1BI#!UrT%CuH;3`v!K8GFfdN*p=Lw+&_xJv_5KMR+CGl zOF32P>qz=33yjL1fISkP=xvK^Iy)9XnMmN#Xm}*vWH%@RlA?uO+%yZ1uv*cOK}vbd z?i(2Sps!`v%|jR*hrMO#;#7LZ#l#^^R==fzYPLMdiFYK4E1)Q=7>p!XamHo?cG-Ya zsLky& zRi3Daf|Moxpr05CeA5=(Y~?lzm-dFCfeNHD#DU$kjV3op==doXun#6(&Ce*c4!%M+ z%V^TcS|r&hllTS83VMrKXM%A{gF(Fj>naFJrCLOwLC!K!7L!cjGwQ9?@@c`UJj4by zW-n7uH6~J95q-UbT}_bP%v@LonSfyvq8}uU4qT%m#rP*&msv-L79#U0J1MEYunzDZ z0paIvIIst7LfhP+(?J{GBq>|xf@HdiL1W-F5}ibvU=yS8oW9f?&OhQ5A$Gi_4@zGN zk!TE2*xpjfl8V*LKLRn)$dE;WX96P2z?n++3>g_1EazB^f-r!?A|s(b3@^N62tyig zEx@^>7<%iKQJ&PoZ1H`~*EgNlQw3J*vAo4Hh})pWN%4oC*D|lu5-@9G`Adu5q(#H{ z&yJ34u?&j1RZGHiU)ZGyN$fu&R!k@{Ho(a)0+BxgEuvmw5BMd}6|lPjy}T5r53zsX z(eL07h9(1F0El^%x;dcohIRP^W&@#u)EBmjEgmmx@{eXsf1jfpxnL#i7q=of+yG0c_-ek zIPc=;k5XKVI*BUX$W^KWNojYK7ISD)20I!^J;$|3i(0IawIH9I$2oO}CEM7`$G+BM zRF7ENaq6h1Lf91EosZFD8jq)&&PVYh@{Ai2*NNZ8hk?m_2h4Lq{ zP&(lBD5yV=1!c0|u4Xjfi(0;xU9-{W@146+JcAZ$L?E5E1}S!@;Kf!TI}w&3AfsTl zhJlc@EUg~}dy>T1xkngi#X!V6xB{>@2VnQ|f^R*6X`*rvb^Gh^R;`L6>026-g5K_| z%~5FoI~H17j6{JfSQsZsX2Vw$&Oj_2lWum$(9Lo!UrV}K6LjA`*zm~NBj{TpyO;#_ z^THSw3ZU%;39bur-%0wp+5pgJx5rc}ik6$T<^?_8qRP?iFN@9IxftGZOk#x68ie=>nX4@=4wA7o8 z)O%EFGG=1#t|b)2t!l7WC4^x%gL5niuSL`*^pPG$jJBAI z_QoSxZv-?oD_*03PR0W21nW^)r($8v(kD?cPsW0ot;eEp&c(v%yg#E5({T_R-eTjU{i>h(zeLG}6&&a;sIP*ljnS5(ANOwL3hm^lEQG#|lSOhq5d zKdN3I&%a!~p30wAuTSQmQm?P_t8@0U3Onb&J?+0elTWGW^L{h;|Uw%kchPLX1Qy`O9OWB%s){7;~DKc4>y{{6}Pd+1kfxaVn6em@6^ z&GW)#rI|m#VPcoM@5-4^a;V%bkCh?#U%?(B6HDU)od3m9D_1CS{=ND4@$XN`-}mR= zr`qs=?dt8P{kIS1KcoUbod1Y?bqb`2Ie0LrpUZz#rTO{e3)Sn#e2jfOpr>C@Xv%-$ z_&k;J7xSOg+ClbCv7PWTL;sYl=r7CPPv<|w;lGj}R@MZO&*Xnry?#0WSL*fe^Z%e;zn=dW_4*AT*1zVz zsRF;1|F(Mlx6A77-~G4$mH*!=@R$6+|M11pcT|`|hjRHJ^YP)=(OF=8EyS0qh_gul zSd0%J#1j2uK>t{Z4`+}b0tb#o@3(3JTk!4!dKpD*)naeMyI+CZDPo%zJB;`ILE;K$ zJ6?S-BOI=Zyo0_zslImLOYx$Uz=y(*lf;KJN)K7ro%Fs-3)oHXd$fT4^nRxna1igR zzP|JCZe`h4G0xqTO{SkUd zK*#9)Q7zy&y`R8?aW+ZAauE;ydJMrVFrCLK)yq|?Q+Q!{sYYL7D|n{m;FHA}Px~3q z;7x=*fj8$BcyNj*@xmaSrzrfDD*POMJ*~c;p|6zsI!RwN3NwTZePz{Gj=pU9<>6on zvZi9(W9L*@>p9CfC7MuK^7K_uUk-gus;?q_mDE?6zAEagikIW_8Q`<@dNaS)=yfr_ zx_A|BuH(&V;KAWjc-hWx(|Gfp2{~j2AtKMK)f*P@;0!3XRSTuY-w`k%&0|n@@(0q# z=R+-FC>N1eVD&lmhO^&bV}myoxik11xP1Y_o_p+57}lUvVHhzEIQJ}qK6cAv*mpsT zmGB?-4;T@yuoZE(*NT$`mzHwUWw>yk=yCyao@h#r_i6#}!@HmVr|=;f_dld-xR z9o*iqLY~9XVpuH@G?{2BC?C@@IUmRI*QKF`nkRhm$O-!ch~7u&9{samQYk z7;62vRel5Eugj-xER$UF2z=61t-Kq9WVDjc3kq0a$L2D4l=^Mdd;$Gb;=n7Ih$WVO z5fyhnNe>zDOZ5IJE#Q~&uG)!(3i|@D5NO&Podm{#=o6d;ro8R^6y9K!t?{hD)0p;Y zK=g-<&uAasD(O(?=gsd|gVwKT>6~B1hx2RnkVD#M>HXKWfZw3^&uIalr}y8~0{#oV z|KD1`f5p2$)DGbz&>oiI%O6jd>*-eLA1n2bRrm-XtTw*Z7+-7gCEV&{YkcoI)x0kl z>3<7fK2QC&{_#5m>38WNWy>GX`yXlne}s2G?|-L=Kh|RZ6z@K7|GyORXIkw4r1wA9 z0=|fMAJ|{u!`E1yFX79F^aAC1ksh*Ie~EWr!hIPZ$G@PW{)&?QwU+j8=>6}tfPcWd zpZP2L$3N;H|D=EXGd}#9epQe88a~+VOI6_OdeVQP*l*B7*8E@T{hM0Ax55G6rhtFb zQv5r;|1T}zf7APaXaV1$_jxp9kfqG0cOAw8nn|cxx3e%Dy@&!9(?bGS5>7FIfa5o- z=%wN4K?L~t84AZPLx7L*<>A;Bdft`#$EtAB)q3n2eE9PoXRRK!PXAbs4`%~CWaBo{ z`z9^mI=uU}zaAgkRni+M)s0%xo9KPB7H~7Y-=YOr^nR-ru!Y`VrUh)J_uI69+v$Cq z7OHP>jWcwe)yWiZ0DB@u)_9)(^4)+LN zh3b2Z5-xls_>_8^+oo)Kv)Ze@+hQRE zzVtXtnmlzqvHFZ{2yj)~y>s{8R0VrwycTOLo?&bcFX(%n7{9%iE7qRAaI4%iQff1L z)4MsgMMzkyq;Lu){Cl`p)zU<04W&hP4d-ITS73s@g?Zr=%PM8;-oh!obX4qYwsf!6 za;C(naBI<=Q@mM>{9fl)cLRUg+Py#se3%(Mq6S(tE$zp+)p#8&fO}#sO<{a*;uUJm zIo^#2XFCz!@oJ-5ij)K>s-=1zPVqs?(6XcK<`%2gZ}nDV4(%WN$kQQs%6NCg5>J>N zx!gcdg;03GK%pwiBxv_drKyl$9#MQcAFm0k;z& zD)|~pE_gr0k=P=u5-q1hLez&6u}6+db{!=XvNw`U@TN++DX64K8SlfUlHWkdb+MuN zQzf`LT(U~wi*1#11*H@nC`t}wph~iyk_h=JlJGum6?;9!3aKDtX~SEis^V{=ctMp) z9+@M6O1O#=-o_oJ5=Ph2RpKR-*c8FBE9olzGD`n419*5XT_xQ>NkijFAV5{B8!460 zH&ksSYwjxTT1uNV3U9OOu5xXpTn6GoQ0g##LmtrJ&1Xoo%A49b#~E%c+%NT4`MfG4?T#doW1lQwsH2+gV@5^PY=U#dc)j0RjgXqDzpB~iR&I9zIE_Dvk zgF4JPOb_Y==LkIr%g%#%kP_`*U_e9IYN->;&2!0Y^Y}t_-3EG{jt;|iiaf5-z+w5= zP(NS!`Ua5&^0~mqKg6l)Sp1B*ZRPkNyv@ZeEh<>7o*})wyu*hT>=&kL$QwueSl)Md ze1W$i1Wwqun#UJK%BQOfkRe*Jj+wnVcd@!FqelJeAk(+hNq15+Eg1_uq zBOC|Z;P^-^oXh6$!5Kgf`Js{z{V=xq(kUj`RgO&ybSA#H0500z3b7-G_C6pbcHWRb zJ+vg=%Yi8k4*kdKD3E*wyE>6-67Kcb^q9itb~>XUdNsCGRB?hondihQ(>O0woZ5q6 zH!1Ky=a!7Z<(yLb{^&FjT3#E^YI$#0dCAWQvnCuaSW6b{`ZxmsKl0`if<*ZYNGo|$ zMsNmD{^dL^VUuZU8oS#{gfu#RfIPR!km`r7QD+ihC&xH%{zTHDJkFiQb|M^fLK`18 z@=jq89=z8B+j zH@u~^E0yFOcV&k&o~r{--}=F)|G-+(Vn*OAc+IN=haM9tXPJ&&9k~1kk+9<#-qiu` z3!iRN3tz`WE&llGi=496+~VqhGxaS_(b>fG>cIUIE1w|@Xc|@20rcv?7ng45WSUkL zr^6AVK5##$j8X8f4xE1VD>$;nr1I*(ue`m)30f=tR|l-=@8>itd3+-!Psb*G_8#to+%(;>0bduU7|Ve&w5-MAw)?6RoQQ zJAZIlicqglcC|!ekVkptO`AELs9Za34T%^3TrvVQqKYBif9!dJ)5YzvxH>TY*%^*) zJCD9P@R1J=oTnDdYJ<2saAen3PTGlK;OfA@ubtr3vrLJv4%~D;&k0*kKd%nleEl0a zO-RF1UWmTG;?;p&LqEU;FeEh-3BR>cF|5`~6)n;)@gye0}Og`ohHq*f~Nco|Ut7o(}dfVy{0W zI0P_#$sJupRJ5OlZ}q@{hp2_57d#Jl%TrL<8h}Z*ushoBn+paL-o^D+XG&%}D-Ru) zdc4{gJ$l!HeRtZ~ti9LH<@W8nYyaNt_<=p+doy?K+Q0L_uD#>gJ9poi-Lofm=brrs z_Gb>{?%X}Tb6+O2=dQhJJG1}5IG=w1R%cokWBKgPLo%-D!r3Dj^I0#EX|Kw(+c~XN zlVx)F$codId>7dyoj&c|(Jrk^Cuik&gcpbL-`+MgE^Wb_jljOu`2ks%*c`i4g$jn} zbdFD_lQ}$@gN~tfA=G%UjH>+}m@vr$7h@ouHilz(a1xYgfiZ=Nqz}>=WF1K-;mW%F zP;Yg4tMe9_(U|(E!uH|j8eD8O0c)qIx-r`bQcct9;0lSmRf1|hud5bVcGvIt8U z#J3+ukf8OTipb6s1|*Cb*b&;H%7v8SVH-g$)B(hFFy=)-?xqt%IvB~3YBqHSNm`Eb zh>IIM5v+GabnHa}W2^|f_#?iJ+JM;BV;v&(@dcmJf#ogO&%RV{6^7aJ9bi}IU3kz? z;H|*PnRJqs*zrwx+?b+!y6B8fa3SsIq`Ro{Hcg+d6Gv-OL?m+9aRC$e0f{*zWH6P=dAueodWYXS{b}$*iSXkgw$K-8B7^u;-#bON#Z%c7kRPaG3XknvyOin&IbI#g~!L6=(a6m4Aa?!SW#jG;r|M}i(7BQ z1paSkjF&vZ=WAGe?kg||%vu4l1EXaFr6xwZ&1|4)2UUO0(By0+a7@;_8)5uxH;Mv5 zUXK6`KVJF_jt|BDA*f2V9PUt{Bl&Qk{{^T5WPV_*1SB893b4dyCeV!ypw}53khCO0fqUPO#Ci{nkuQx~=3RAS7 zzeT!8=Pfx;wvF>XhPgnTP)6r_6ip!BB1-C~WU(NE40Js;r|6>7(nMVZeeRFo?37Vn zFH%D5k|_Ac`UbD}N~=aZ8Y;yZLx9F)en&?-aPYi5MkMINC(XRxfJ|X_ogZrS-bJG# zeG~gQfn&jPXQbn%jH3GNxG4B~|KQy=weP*h7N5rvF0FfOA!5y*;t->k-fgsP4twc9 zq?g`l6xC-hMZv$lfAB#sMZx#pOUup|aHn_;!&<#{U*T|Cna1ofE!^n0Uo~1ghy8X} zq~CtoD5}qXi-P}T|KNjui-PaH-v-ZTv4{l2LF-<_X)xl%O+&-=LyaE$bEBPe*kcDH zJ@%(YQGNDU6#W0wKlq@>qTqY)v8CrRE5R{stvhUqNMQ1q3N*UwJ4Petu)FS#bl1Nd zMfKTTQSjgDAAHbVQSiNY*T8u`#ISX5E#`Q$vt*djSJuFs&S3&oX6aAIb^DPBOP_GQBLh{)|v+*q#x-ds#A)-j^G5fMTvX!fOOGu~lf ztta^z2)HQt=R@E-r^I_kMx@<{i183^NaabBmCoR(U<;=KlLP{JVp9;Tyd{<%)j}Qj ze`2Xf4N|dW_?t$ZOcr(CgGh~sx-wq?K(47g@ z#7tjw7j3|A7`W<_?xNs(r@O-=Bd~xm&E+oO(l;8F;4f2{$k*xKZ^*wAy{lz{0uHOr z6)>D(c&ubD6maxGd+PfKqv0lwBh=T4G4AVa0QN<74@RiYth=JRyFqn5qspK^6TXR? zzUVL7l)p8w)+hZ%!S_yo4~&fXqbpJ25gcew>Q{6eF3}aOaq&2f`ZP15F-OzFjqba#4e-7w@u3JMn(a`OxThC%8BH+Z&LIUxo3O^fR-Y6Y1>ZXb zK0Goa2V0`Q)3^l>M?{j|FUMnEDXolS02VquEjvT$cd^P3DkNRs#l?T^>F^$-@g|-l zbm*H#4J!0QjSf8025?_A_;7><%{C|+gf#3OWkyp>_$H3}l7`Wy++|>`Pg;zE@0}Jg z9}&h^BE@5J=7`mO3zRlv{~yQ}BET06AK-Pxf_2wN2`G!p?@B ztrb{pK=y$2VC{b_f^@U?N+R4kJMIiBF`<|^=!S0;vm%e==MqAub73X_93YzujosEp%A&_vKrxVXo^d6KVGNSj+4 z{G3t}204k-3mrRP?f21D54cWXq?W5F{< zQ87cRGTK!!3NwXn52M5|xzsTgo%(#&?Rwi; zb?k?vSH9zfjtsHO*al5IU2rF^yv1@9+w;a8pN}L=9qQv%RwO`hh8Y2dt+M>zly0Db!0fv+cYon!`q`L#iYo#5CF*wXO zv**~g@VbH?mB)-h*< z+GPx_?O^o96))mqk1$ufs#mTM4z3+=#0w}jh9mAFj*#AJt+_(^j<@BE{y^y*a`D=5 z$k%W?Njnbl9pp?dX*mW&vDA`NdVtX>x4gA$ZkauY7)N5-XK+kAIDK)1CgdveK{h%1T-Xcfw3t zP<9M69VBKFPO2?A$rAAzzG6(9{Q%P0=Zn{deRlsjC zqO-`6Yr`V7H?(IF;eBj!$hKBvNeDA7`J-C^opQ%hU316mIo9(y5^kBn8|{Gf#T#$@ zP?R^$^vWC3kGuoccms-!VGW*b_%2~B`J)`TjkV{JIe@1#Oyk-x%-jB3dxp_AX_{Qq zdfMURRKr(G-sufYryO*(YYv({hn&5{w$k9EcA)y=qxXF?%13YRm5;Ozj?*o|5$IcsYoz7`%ID9ZnoI(1#Q30J@fBM?6>&I_i)Jg^X zFxKI8|CxI`_49~Dv0~V{_5JvC8-DD51yLOM9C$ylt?F|RDGYs*St8<{J~wy~Yf*i| zGQ`Cf<`y@@%1!Xm-z1C#SmF^=;HHHX3Kp5#IfOWWK&$Q@jK9<)jZC;K?-V>a;D}3J ztK^UC))R))DqK>EnvZURomLadXB98ygzvMOP(G_+&*LXh#!KKD8|$X5x%WmLPWy20 z-Fc|UUN5{$k33T8T4kKlUL*H5c(spHM4gz}uH!~w+z(*vW$He=L6v_qw^ZpnwL-qJbgedSvu?OR`KZf9B`Q^M zcv+I1W49-VP`Qws;r|cns}ExT3jALKXQvmQS0Xyn;a{PX;{EM+rpEb}@3H>&`7G=n z@x5A6sWm6M!lP+nT(-Q8!R8Gi4P;|H%lUX?H>g&L3@Nm(O|jkR4bBgvih(nApDZtT z*f`JAK*-9+*FPN>Qop0n^-66Sq-DbJU8f$N*QQ8+1u$ai1T>Xm2vD zrdcowz6KP;NbUpS3Bt*l(9A%J^&v#y>a0f?wLUYq zwGOo4^;FlO{;ao(TDM@dU>NF93vSOBgsT|7*f%R*)GN7)hOQW<=n;m_5ru2R5nFJX zcAO9aVy*#4JU6$r6~_^~pHvN;o-2;HI=8hBIASl=HN+93)~z^V5z!(xX|~=apiK(f zvjZV2h8=jRflARVNLb4e+kB)K9%41iVhlg@3Pfj!pSU&*ariZgUQBc~GWqS^AR!_} z_tk|wM_Mj8PzDV*YMh7;C5z4=rHU3JSp*rv_!DzWddx5^cz>P%2c*Y?$*K1f@7FWWZV4$=ekQQv$j@<%oJ`MC~DD}}CV|l?Pg1f-Q zD_|kQrGcyT4M9W|@%&Bq-Dmj*LB5bt?IR3GR4d%?&la*iyeFu4thb z=VyMm73W`zq3|1RsK5IeLaZUSh6^=C|9=&QLDq*kTT^OGNu);@%(HMs>)B@ywGNo4 zPIV3B5i^gdbqk)HW95)=6*C&LFR?OrnHyX*XMLGKllw7aVt=4?{(bA1LiW#5K!o=7Ej7}FJ?`T7{@gvRbIfN^6O#2LeX$PkTVRtszJbwtC z6XKU`Xl5^7F3xU}Ma*)h4x|;p1IpV_Xv}D~GhM7FVCQH1cmj(FY#&d+K8_`X@HAaIX4*CF;m_t>x)e3nBuy&a&-Ps$sWp&r7{yoMF&s$%wrOPg? z=dj49aL7LHYU;^L;~aa;lcJ5sLcEqMi9*zWpjw6_GO|5qFJ<{01fJmw8f@HG|n zN)5mUb8PH~h{eY;Q6{b}El=VTo01!~tetAqiuhVl$Bor=&oafL?8T^LZ3fqQk5?*n z+T^T79-r^6po476jZ$hF3tpurLRR9Yib6F-$I~FI3y?R85F3{fP)LeSGDyjDYp6t- zLEKM^faNutF7He6TvTZ6Kgp)|eCp_mW|=M9i4-bw*CsDsLVlNk}p?5(CYfb`rvP*g;la4WewJqZ}c ztjb$}%fY>M*yn~jrBgY(N{8T-vjtGfn70I0$Z<3i7%AjHy7qWsnywXJi5ny;sUXOC z6|GsU$TdpUluv~~EC;~1&aUBp8v?kBLzvd7`-7mWYd0{_!y!&cwc4JpR$M!!=VU6$ z)>F9Qx*$k&RVr6->9iI!MAmXZafe{M4r}Hm~r_@q9djq@qOgDC?xUQ3MaHZq}fg;II~c&ntDcbs!n z-fFv)v2$QIy5T5q+jSJNA&WGVDZ7Nrrc=1#o@6A~dyPE#3WQZ07b572Q(HK19_|tM zmI}@XtAT3hIwab!nZh9n6IckQ4qk&AfduM&;|a(CSHaUA@~fsm?b%ABTu;y&5W(KV zo5HCJWn39hDf>cGT-CmC&+Y@h7R6I-4$(ElU+zFdjMgG{nDScID$ovqiZwx#N`-QR zI^FpcYN2b1^LLxo#U$+*df~70z{qb6jb7upx+aTnOtnTnHb<#)a^Ka$E=>X+ecJtl<4A>3d`WYIrOB zaT1N>mec?s2$Rvl&KU`M$+}6KtJ`Mk!(nylem1~2=Ny_pGVj52yuMA`+dz*kag^0kV5yn5Dua|e@rlf zm-)fW;>+X>^N=SK#N9(V8n&c(541IJh*mXIZm|Jn=u#82$~r3K{1YA;Hv~6vcYdJh zz>{_nic0A2bU)OXd8}HAGWn37L3*R9!Wb`+LU8pkQ}^9Qj?ZUU-hHDu3Ag5sVna*; zr&!l!%A-e*of)mp;NWsHg9 z4%uWnlKA)&hph+GP+8NNZLak=mxRM>T%iyKr?rbIT_Qf`3$J@uY+eI-HyhRJ8+pE& zxxk+>#<8nK8hgxTkRG@q1!4PHZi89U{s6o-0u}%~+wRCMJ zl)FK>p^L!rCqKG9X+4QM2F3hEJ%0O1u>pQ?~E53ZS`ZqGIN07>db*>TXoa0i%M zDPpj&GWJ9PHLu}FQP-NXae^p*apF)oFZnYRMV+k2q2{K8UYEvzJ9|Wy=@zh~4FNb| zFNg)PW7gw7-;444|$r0Amg1GvBD%dn(%*oH*0SrGER zW*m17Vc`pwZQ|(I9TpA*$Mgu|6ekq_`>2^f_OtLOzhV&=9hiT2e2R2r{D46#vjtDWkS`j0lqf&$prd zh*VlcI5hc81R3O!Zv(OeIrR4V^DsW)@9Czqj#smUKpN5bYL>2x^4UOGLYeJW66&XB z?Q@Lv-Sqkkuls=Y!t350*Y7X9?#FuUc>~*KL*|efBPg4d8NWf}q|zx|W*cTp90*;f zbG-EP@o~l)U0_0%JfT_e@!oE|0b30mp}|nKG9NV$RwAHGpbvJc(5ox~tKK5fe4TE2%mJ3p371am=V-zHw$m zE}snyq>Gd(HOZ9{jA$AoiZSj#DGm&he0_fcz~_7Eq!y^UgJCY7l_U=wwu|z<0_tC^ zt#FS9*GnsttP-+vxbVfR=+)lA7>IexONE$avm!>EAIp=^7z0o+a~y=krP~#j3CSzm z3EHe5NjtxQ$&W5YIQ`vCWM;NNm=w~9 zd?5$naqpITtzmDu@1D`Zeb%8mtkoGdm8oHCSQy3@!WtSfg5A|~SqiowmOkJZ)bjB; zq84unS*FuuNTodu&G13Q9^*pmG+LNDzEVskf5xZ;#>tN%K(je`iwMys0z{C}md_ht zxU8N`2Yy?e-yn$LBb7f#fxLvt)8V!a;VH>-gG7ufn=Lo1+=G@ISUXl~HRK8VhYaMz zSS(K5diKZ>y{3U4TPpBfb4kS(k}HyQ`a4}3;Z7FnqXo?2-O=M0*3RmlEIIWU6xHRA{7?htzfK@R@SV_$b(cdo2atc z9ryJh^Qb>QNx`r&QXZSzO`hG^h9)Ccj2qij)*tGap4z4~`t(4X3Uo8z2vbKw4VxWd zENbo85GDi@KT&_HuB>zs=n13oJ*@?~AU`pFN1%^{pm$EHC(mF!#M(iDuM;~fjQhb( zVXQ|6v{@CF|LP2_U@&3QK4GjctgDq$`TWb z*c1l&J=3PZ?#XYvBEMOY5+%KjVbU{k(I@Fepr1Ax-Y4lrp!ZICQzvoPDONG9C*dZP zCke@-QCqS)(kRxUJ{7G)@Fbe47qTv_!a_0yR9O;GrU*!K0#0LCXv5ZZhLund5uMbmeq$_?L)1Elh(CK{AFH8L(O`zEHa^q~JhUv^( zhIKaIVi$Jl4n?+gfQJ1lumi=qMMTOTfRg~b!l-hGozvvsbOsOK6I)BvzI@@+BIa9M z{-80h?2dy2|7)JVokxwxNSnd$@p(>`f251Glf#!|<1yxp^K*g%96V(AmN@jI3n)dI z-z)sA^7C1K*6?&(derfNgHA*IT)@wmGsVwoe$G(D0_WBAv)H*PexBo~OZXon zb>7OsKg`d!@$-3pHu?E>e!hdBKZ2*|nRoK{yXgBz>G6NzaoKq{o@n!r;Ri0U&X41F z%=rmC+4JVP@1s}pW_5lFZ|uhEyr058K#!lsiiske-zKl&d>9^bPshthOaT_<9NbG^$GmM`+kPqBp2@9b*DKZ zbBK^V!qEGt5IwW)0P4`cQ*)Fga_!8O)A=Y2Wya3G`Mac6Eh_kTom8*~UrtfQhVv&a zvH2$`Io5acZxPXO{wHU2z9@daB)~YojX3AO(&KaV_$()VQH#975my?{mt`O)<`peU z?2v?RIDajm{;l}=d;Fl|zaoDAN&I|O{Cr*fd_(+v6F;D=Z_&>@=iB&k{vD4?K$nw$aKs49+xiyTSf7TENAW zim!naORQz=YPQ`hIbBf7vo`i!Bt!Y1Hb`LY>e*>Dc3%wJNLUK50*EeU?_z%!#v<~h zg;Va6hfa+h8#_w7Az%W<9t0L9(i$DcBg||oQE2Sg8q$A4$lUgz!dEFhL)T$jz?FXs zCT+ptWjA&Fj9`;Q|2P`y9Y+g2iKE32ojUaxJYyG;-+lA=jd7@Qwxb|XYf~LD6(8GK z2s#~e7BRItOZY>xqvD%gVjCn~=fEX)v1o~6kRGcMmJ6SCYrL4g zfaL?MWT>oI1u8=8$DNXV;+yKFk&)z(f7r9-;t1Cwa-$SllVGnBTAv`NDt7Ir2?V$Z ziyBj88{(VfEwSgspA1M7&wXtW!E@>Ms4#6p=M1!)wBbByT3@{-0*mI5tpW{_%e4X9 z!;E3vx5G)d;4HAuD!Cz<6P@K`Y&&(}t1a2EkxnD&uu|WKkQBur6`XZAzubAU#R}5xb zXw0&6uxFiylTsG;UyMd)usXjbX&tK%p|NSp7jGD8e*`WdPi7!e`;;_x9x-;t481!FT^*Ng#jWW>Kd0zovC z)6jgn3f~2s$C|B(*+O{8+#PN*oL^ft8V<13Y*T*xmVwkxSZVegkM)FD)I2~fIqR0B z3bW%SsBs+g@9CiryQo@N7%%4DHyKTa84UKNHa*mX#t{hLp)iA)J*&o@#Y~=kG;}B+ zY_qj`gwf=$e|MXlKWNm(L`#n>5=U^?wPf;+%kOLWh!DW65;py?@-RwgXr}~8pYX}h zB!0+2+HP`TPAG`i@9HpO?tqrx4*Uk{!YUuq4=KRoyNsxVWVm{Cj})~L)> zCXM$+W0CrVX)FxgTRsIvBvEh^L>2z&E$U>J6%6~58|z(F8nGXHAww|wUR6v zX&&XVeN3GxBC^8$vYsEp=45PPX4xJY*#XZ= zY@bTIL%M2Zxp1;Tq2(D)231Qd5lfv}yGj>%(FR!9Q>{rjq`*sa9CgL+6L-fDscKAu zkRdZLunO}aHcZ2ZQ>1~Bm5xAR-%b)VZq?4hZ!~Msc#p|@V4@x3y)dBVj7=-6Lct7c zcqiwyPfV$K!k`J0>xBdi&!c9~aetq^{u0zMZtUIMmbkj8L|CocOx+Ce0NRfsOLKgg zC9NSTa&7vmn;}L@ia-rq7nT%eAFB~#(C4QvkP~a~FyU*Z8}^Qn5*Cxmcj9!yeQ<*& zy+ZtMc0jv?2KFy~m$9GdN=jXu9`a7ir7*lkb>0v!bB)e!M{8kqr7L?)gwblY(ZzO(`uy*EV_ zH}Aeq6c-J39RS(8h)#oR2I>>+0xDCkpG8L*@de=r9 zYgY4b+ElZJ8ZzuH;u?Dk-8#;x8^AMx+BTJsSDXidw?uT3JY(oZl-eC%@u6N+ibKoP z-XKtxtCZ4(GVlRl-T(rGcfmqRh12@%aU2?0gzq{XCP&e9s3VTOqpadQI2=hCgC6OI zVD^qipUk&g1aq66tW>M;WZX=}pnP4YukmM#R;^gJ2}8$0nmp%Cuu@CMzb5<<#f{9( zWn!M_hzYWhxV`^gWWw6VOnvZ(JpU{-FW15iIkkChYwJ-9qHeQATO8!g-F{mb;Wrp1 z#mK48zEU2I02g$e#6ZpfM46E5SPVrAl>b^g3{kw9NMpT|*N6Sees%DzybQ#{E-=5^S`)b9EJhW)RydK0`~YEt zJ>dfvj%}g^CV#5#o*(jUFjJXa93Gy#ntVni(`;kWQ`gZ}dWS@e!|_XOMORi)OkCxd1D7$|I)72mbLqUMf|nZDB##M9gLa(I z+C8nL)97_xN*JkC)GI@BOcI+*iZe;R!c>iTRzYn0*9J|3#x*0|oegur=y^U!mqgvp z^N1;y-u0@|3|zDuwWDQXfATFS0FTTSo=o0)TN~brH_*0+*z?)A1zGVOt8to z+}TH}%kJj*l@z9_rSs7Y{>Par4P;a@Qiy`*A+44+|5Qy84t5C{Omby zYS+{*iVq*S5^K5EE>I`7|s#L>!axtiCxBCJW1sNXfXbN%)o}cvp)rJmWSF`)S1v zm|1Hh_YViI=)9%K-&_=(dbXQ<1-q{p-v8M@jO}Fo?jL4M{-@bLeCJM6m@V9m5FxjVhWA_ich-kHc_zdElm($|_*_`&#V-qRk z>*+B>5d-u%L62j2G#s_Nn6h5sY*#qT6;6&@UMM`+Z_L11#xZbqgk<2nM9#ojjk`z% zlDW(I4|;qX57HI)$Sa1H!fGZiEHT#dTB(`NRn#IRrcEtVs+9p;5CF>C+jKl+)eMU* zi};bwig4b6bOQLk&Vj$DYvB7k2mX<+fn#5Pr)c@bu7ER9IW+pd1iR41?KuN{dycsq zz2#q6-_L;f8IBy!J^AW$urFHL(%+_vmfzHUbOxW$$S3 z8-W9_fnZDU?;F*H%13MS9`16i7P74-kNqDd7_e_hj}9W(Rk&FM4E-0O`aIv8E%0nkl;5LJLn$9ld#R`^UzGO2QW?z@x zw8x*;#4l&5Zrbszs8Rw|O3b87#e}L-0xKS(w-hb8(eB#aE3N}>8toNCxVyp=y>?S8 z$dVGE!YEMwnFIua$)V!xxTCe z9oBCDJaU0NGfH4UjIN&n^w|txrlG@Is&*OT;%pq7MAw|csuI4`#Np>ifAFGIq$yPTd#OWi*%s2QttK9+@Q zaf?ar(fE-6?3C=M5bD#BgRLPo>gjAqlF)MC)52V7Ci z?|d*iU7$QQ8In5;8>;k(_O_v47RE6tYYx9IEPE#y2dV3v_ln}M(R7*Axmk{ zv@4dj(ZWFsbjx#gcywi;LF1kixgUiqi(A{|DSGUM1v#3=S=|0%W|MZUY!}59E6{&% znTbHW4+H|%#dY^Hb`GbaBzWrvOI}izaFvU?JD0AA<3kX`E24?6nqzXnyba(0UIdC7 zmLl%Q%QQ@wx|tDUu-MWz1+*aQSa~A5J#a+6H7qF1rYMzVRj9|hXnw4wWR_wMOG2WL z5dqH~O}qpZb^^KYt9G|{NP0%+wnIh>A+q3Xaaw zEr5+`wSweldD}f-l%!`>ImAM3xH7?MA=-@8;e$j_Pr6_&aDj*@bpI(@EoaJWqdjc$ z#@;rfCUQo~Qbio5APa&GLcgaC=x(G~=;m3!n_H5j8twxBird3-kD9Hd-Q9gqZy(6q z+6m#Ci0&+l(Fu>uX(#OLU=Hv158rbrhoBC-BJAMOjyn62l@Ws2$pq02S<05}hD;S2 zpDAuNieqK@wy3+EGY{%xXcd;0Jk(AtvCtB0WOSaO`3M7!%xL?VzjwCaU`*;e%VN;v z^jy*8Pm%h46CScJf@%JC4gEYLY8Yk4O!LK|c_-C5RcibZhjxf*K3xK6(V;ikj8mR) zLo@nb02pX_vr$D;OX`6z1I0kPu?Ca(2r_u`zRE7+VDK7-^jxY~z%fhlt^{3NQ}*lT zqKG;)WQWh~nLWoYvR!wFF@vPrmC%>`PK5dUT}JC$nj_k2(!up-5$Nv-LGO5_*L(a7 zXiQu#nx%WtLNjCEOo&skrt$^cP^u1Xh?x-4ygN*itHbb3qWFwaaZ{$u$yD|8Z3^f? zXa!T%(Qpr&O;O6*p1{)DISLILHQ|~l>WfArE%=myt3GKo0zFKl-PGM%O0r)ZeXt~5 zOK0G6;w=H$ju)nz`GfFWZQusKY25mol*+Xi87+i15@DUlSQECdZ$E>>`*5Va*xM)0 z@e4)>?a26BO=b8F%Eu?bcaYQQ@vj*DVD@+qG#d=GyTUXZZhWLqw!~3gH*1{tg~x?~Qyb>FO=A6}9g z6?5BKf-T_8j|E&|2feYLAFWqLl^+xl104H8D=A&)7HANY%Ugkko)@;9V>DarWJ&8z zQCgS{B691&7`dfgUS!kS_E6|R$alMg)3HBHU4l!OFlut|inUg2z4ILj4Ieua~2n?x8m%RdIr&W#M5O^ytlHBAEUuhn;tI0RFFnY4v1`X@I<+WIp_Q88qHA9Z8$EL75ziKqXq|_ep<=Y}oUf(^wj^27USZF65I8ja4aIRD9h5r<6 z_w_<{v{;#_Kv0NO#TOAlUX|9(vJ^=AC~44DYa7ckI1ZP3Ip0303$f z9&((o;>YO`gM5G83Au?@JCx>lBeqyuvm_$W8H>8A9yCx31D;-2f%#h^n2)qFY};K>shJc*0Y;x}MD6EL z%L>@+WwY0I5z5xYllSn@xr{wgC|^wD`nR&3yEJsJgj2FFk`i>TJ4(yIUrpRdT2`g?p!IS$ER5tD({Mfhb4?Q2;dIQCJ9^ zL27$nDpK1qE4ISYCHBl{WucO5l-_z}PJ{=%ulUbqH;d7eBGZG;bwY9fr>ciZ*r7NB z)hFi`)xKZH$z%l8j~YcqwZNyA(Sen?lFVN^v8F0Dcq3zm5}Eaot$hmq*y6xs-pLmA zEHHrWu(EkOJ2?dRWU{jbE8UaVpLAWv@6ec48aS*Ra^Ir z5?k%n>qs>U+#;p6kTzkz1gJ6P{aK^C%rQ8AW;T0{MTGn=iV5$qyO}&3TKAht_Om56 z_+YY4YrD~d`o040tzZGAdJ5y%3b6x9 zY=jcgzKouAn2QbseGGG(j$pHj+VeoREC>|3+07)NmZ=QF`S2VOPQ(DRH^RX`Z4?z9 z`n)MMz|rs{Jd4-@D2yMhlZB01qUAJnaWoH6=2^;lyJo{(!>yE{>WRw_Pp0ct98_2= zWOyf}zw|7}n1|=48m6T9l+pN31k>y}b{hx7QbXClq-|4;&Tm&lm?2F1H#fsY_-+5} zo!@F>Wfxm6bK|v22|VccW}(D;G-}z$;S^MYp)5O-E!wpq86KoeR%eI;NPnspaf!Cb zhsk9Xr(?KQxjKYkY#J#K2i76pDs*j%6rCjI%YOvI>3Jo+vn`_jaCdUcm?-r34Qg#| zLHa!`&vdXC(D_4N#^Jrq{-!=EjCZI8hO6HT72A3rXe;Vzog?fVaoatt#!izMNIo=O zsGqKvZZ3mI@_1C4BC_o}O_Uv+g)Pxs79Ceg?4-R+~Q z-cj$pdhgY%XYpR%owJTf7E!}-b1A(fzUTI3OO{;b-CR0K$?bKRB#_JGYo~*I>e%3l za}K6jlckALrPN#)sLqe6cgC<}oEqA6&GxG|UcGVC@W8-+Z>P6u;{ewr+Uebk7vZYM z>6eqmp^fXkP55u)#$oa=1T9cQ)gk|Osl@%^2Mhu{nJEtKAHH8VhmQ*NdSPLRnjaoJ zFfch+m`8^s>L=&MCUFWdj?0=G(CXvf!NSpEV~oydILL}*@P53lRLam~tx~J+q!xx~ zlsH%+G|K(M!vJQ$Qcv_2wk-O}=EeA9^Nj?YYl@p(_Xf*KVma?#h(VYn-#OvZ*78W|QEUYW6ZsYBx{92*C z?%JD6Gvr+-2|=QJwPdP2MgDSIfRi^MNp~ZY6NoxC(Y-7k zNqP$g6Wg`h%t>uj-4p|8JpFnQ%x*7l)lt&qy`1Z$!q6W$6$qyrjrQ|u^%9~_g~~yC zt9{>wgM2EhP8&Yx?+Ds(&DGnkD&kD~t;MOSZQHKdzIAf?>Mhe-C$8DFedE=ewoXr8 zwfU;aEnB9p+OqxX?Gsl|UA1|7?Rzv#fIo7zcJDhO8aq`yFgH(8CH`EWwm}~}!Y@CyO=WEamA6YNG)!3=qvb+M_KI12gs`#|?fex0o1N2+(w?15xxb=YwjBVJoanpv4n+}p|k)7lyIX1sgoj9fp z`IE&6fvlgB)kE)j39^1((n4`E7=n#~5$|qn7WWRJU?SCEV0S2&u|}m2R5~H==Ivbh z^LqU%ou^Le1&4|Ys4y@c9JW4DY#u54XB3)dt{)hN;J@-clhW`hUG zY|b|X*Ig!P+8eH8Z_UNju#On9IdKW@IO64N1CEhn58W3d-qhO>4^gRN9_I`ENFI+o zJmUNZezb?uP6dgB^q&b7-PA7>T^>QvZYF9sO9kKX3<|&Oi#B?_;*|X$O^DykP6m64 zyp^%rrSy=P&env$`hESv`V|qZzbrr2qm3%8+iQ@djEV9?t1)@Vo8}Xh&w}8|6eViR z^bg5!Ns;gaf#<{h!t+oB&;FQuAOOa?(@qi<-F__4^`?HIYdC_gH|A%{Xrr&=M$;F6 z+MZ3VON?i2L}320eqnwjg8BF4$9%NWZZW@AW4;@^Na8(P69VhM&@ZfC8NvD|^J6{Q zXt!9mS+z^EQssYVZA4)H5Br7r^%2bfUVh9+8&#O^kphegGNnvnnr~lRn3}7ht__w> zqkOC{?E2AKu)aZVuFK8l>)ofQ)C`-fa*d{(tYK3e2Kalh)^(ay={Jb_-F`^#-VEXz z#&(tiLAU8Qz?`|8YTS=vt!5T`QcO7C5WM(*d&`SvGmLgE8%Y0Mbmds#95}!c9I{WR zX?wm|nQ}3I38-@0>QyDm9Mz8Kl_a)xp-3E(k4ieY#Z(4F`a91>Zc|yY( z)=@u4CODhiH%IU&VE|`x_U~#9z8IE#S2_Y>WLAjHs+_<(SNz%#4IX!GY; z&8IgVFB}=!n{^w>+;X$%Q(`Z|Eo*cql3mPgL706BP3Pj57e)9* zLZSKPv zP9)ptn}R5S{DRVC@p{c%esa$h=~|U3F`pJVm*jQtQttf4C7s4C z7%Zv1Zb;-WkBkj;YlQnFgt2$_oHKY!koLuU;bth^0v=x)l}i4N=n zT(lmzyw*z0^1@Uc>iCuA_1ck`7kmn=M5ac4A?BUPS#oP{q}&=}Y01i=`+`O9A=LE4 zb9E@fqIaRIY}Vq*ntZo&6XgT=;bah7c%Q^kmnvspOMHkY0wcA4VWbklNM-Rcvihc@ zTp~eYBe*Lt@rHh3VlIM-AM6z-x;I7JJO!0_xHaQ2+Wt%zLdF*X6Sb+h**jFe4IR2T zc_=-PuTuV1Nl<-L(DUQ{qGvTi&!5YP$Z{i?>mT7J(&J$T`K=`u)GdL7|J^Sf)FL?e zoyEt&^9OfTkv2$aZ!<4!RYc9R8PpbHV2%5i}AI;Ay9HmypC##5oD(`9K{aVii zR?h1eR_YO~oQ8YtajW!cuvk~QdtfPX{3;BQ3WU*9YEPmsyCl0yO#zy3Xe;@kR# z;${TJFV2tRJ={cky?CmQxj3g@rEdAsD1(0zf8 zSN97Wha=c{Wv{Stf=tELexyYrI=Cy){Aj<>d?bSAAJ32GALS;}Psafh!jZ@bKM?r% zM8EKHG=h(hEj~V0a!^mA!oMf5@c;J<3kwk}{BEzX(1Xd>eG^!V@{%*W7VV~$_6l5u*1%>``n_g-9>pd&TLhLuwoU{b~zMfLn5lM{so z-1s=LImoT^&rQS*|DcAXa=#z{;fUGsY`Lx9Hs3i}FP0R?YJUx^(fm z*L=mrm=54l#OKamykWmKZrJwhxq0XS*j#Zu4pAyBc!vx11w`vYn+Hp3Q(@DKn^I#z z>V=vEy=qi&@-VR17l-ugJ94ruCEI7}9Mn+~2%{V*iqr`XUNTan(Xm=^G*dQ`6WoVX z&cO`vh)5b#y1 zech^JJ$+NK&YcO(W(XTk>)nrgAG$hNtE<0Bb;_@ep+`R7pNmS|~xifIYY5P9!a<2^^3-2ub^-zCLHW zl1mN=FeJ`$a7iPf*<4)mItQ0X7&MpQ&~m{Y@+}Ez2JQ&*9rn706yc5@)PXyn=V*|X z6C_9sS{ftaJ%tdZg?|_%icQOT$BHG`N{@fe6zgz)&KhjcZ_d`LTTPK(VPj_*I187G_J1TIP6-tPZy{S{)9_b%mM6vHOp;PYQQeXtdYT-v{SV zk?NSLqnLF;#m9aJE>L#pCT}cgLAxBk!X4~n(^PFukqF`_z``}SFc*;)QB1CCA-aN^ZdF zI9_GN(IEbdh>}CO8B5909l>WCXgoaI6D1_m*}^D zpvynf<;%E4bd(F=h&Z!#)D-;n^a2b z$ABfnx@0YscI_DoS_y} zLco}Jr`r3?yAcXFA!DK86|0;r&wCn*C2$O#ky@R>UIu%I!}uW8KUPCh;~O0Ja3si7 zt%Z0`^!0VY>y<_=s4TZ`+!i&fA(N$1Zj}L)c7VPq zNdD1;KDrk=Z8IQcUwqL)cnOvkJwJ3p(OB9`a>N!P?v{1Q+Gj-BL(;+Zf}qK#drFhC zS*@g}#svusodY-L#>@qYpxCzrmOgv@v1EHSlla6|Tq%6sX8q`m#NvBc|Ez#QD#3T29i6jNP1Umw@+s#G3(1-uCH8blJ{7OM=-Mr4i zLoXT(qwU$nL)(|rqwQ?1hp;U#P(v0bV%`Y@chV(`#uNV(51eh?|L~qB6mYRoMJ_j` zOEf9{;mB-}6*+B9rY(rRLXX$gT*_bRPAbFNz&1KWg78zfK$av<+(c1Yu47yE0#gCb zHN=tlx%76aFxd$>J|Rsn09B1|M5?&%?SQfoUEg$A0FfDPmk$0Y;vN3M^^>zW_i_@{ zRP}THvbarhbo%))sFGWnsa5Gr9&FpA62Eh(p#a;hG3Fg0OO4`w*rhv*`n%ZJI<0o9 z!6X9RLHPhRb25A{ID53WoXv|G8No392&Qv`S9Fn!uf_srsgf$snNbVM|EwTJ4;NW0vQWNxGZw;rWv}&Yos*S5GJ=(D z@hD0c(s3mtBaI3wdf~5NRZM2Qda*D+kJFFMGpwg(c)>k(-vCz*BEBei)5RmY8?&dt z*HC9W#~{V?uO?tEQs8bSk6x-E|DGVlXA&CCpoW6Ft9w^DNFgE63TY){I1j8$8w*x- zPr&*o#~;=+qWqHs@KuWQB;@+00R77+5a?!lbOHLuWO?rP>T4(J-iGTeeIMKvz(3m~ z;M=RNNG;9jiP#wpL!IDw?0yv6{YJZc|Xz?fo%IJhL-aX)Z3NZ-! zmLi(=b;jc*^fE!bI3s!WQ!M0&%AC z0DD!6CQR2VsH=)z@S4t2pdK3!w8(~wYE_b<6kuW5sv>HLS%ll>0+$HrP(zhsb*4EhLvJX|TEzs0cMdZZAFA*Vs$#Y< zoKT`rbdU3Y6PU$BnCR_9FuwBh9221<*Nt3yug^2g0rwA$Z9w^a=OW$5Yz@3D%{5fLiw?1!-0LD4U!HklvI%L3S~s%!mlX#_fsdVqeM`gL}NfoTmf&gZFN<%mdd83I%Fq`wJj%=15Wc zy(;T|T?djsDflT~F67#)!rfWX%qOgl<9D9K(Ix&1JLs`|aF11`k?#oJ`x6=u&rUho zSd{cSOwuDvR*j%}8U5h=ah zt8%*BtFk=0A#(`X%qX?PMSLD^uZ3fEs>nMovA1%7|Kd~8kIn9AxVN>my4=>{!p)*c z!>c+;L%a}{hG$*6DAI8Am$WoI9UYqNwD{SVOB!-_mNY!Y>NsAu^+FmpBGM3dgf!ej z<6&tiM;nWh{zyYZnT;4wZ0Bz2lv)~&b_=Y#zs}N7;!;V&5sUJDk%q30ZI)XUX?TW| zhASM>u)GEsdAPh5SFD3h!jGN_J{KBn!DpkP?ML+rGLhcgJ{|iqAlJ_1AO2G5E;<>N zr;p3coX2f`CxuCawI*Z}bsqVB8VlGzbrjwf)S-jhhNAP>+~1l|tL%n1jba3WX}#V%R7Fw- z`MUj8I5g!XdA#o%*fZ^oH+b8nHpI#8gEr^u@Rp;Fl6K?p5XKwu1QhDc9gSvf{{C@z z(wnV1c5#u{XC9RW{P(FvevgLA83UYyOHar7{+H0D6;q8E=Hw*6{?KvbJ z7T&2KVXj#YhVO!&_C~U$R#FlE7P920dIY&IONf3T} z1=&5C;EE{fmY~C#>oC4muyM-+bnrYaUjx@{20CO>0!w$KhcW{Nh6uP=3Pfz&xOI3J z-r}<&-r^lsTOJbkD~d8|{kRE)Sp<*q9a~}dbMn=g;Dq=!c`hFbcW3!XuCzMtr;lVH zAdTfJ2|o}MzSCjZxQ^ITeTTq$;7=;U&)(AXHj2CyG2pd@heg31sfs?D8Ns3 zWqh!ZN#;94IN?NlDzuk_-b9U-CV43QJ>uL*b*kZ&Yo#h@2dd0@SdLsc5gruUSz-Gj z9F?WtEe0;J6iJI(dZjcd@V7wu;|Yz$O=p)|AhM*Ka-dv}TpLet0xc?n1^jYI5}EcS zOJO`3)5QgUgyni*x_E(p9G?#?o4e#PpzpC-)(l4J?gN_|E} zab6CBFe*@Sgz9~u)UGzaf2$2o4ohAEE3F&s^NVzB&9g=Dp0{C|BU}8B=By`eUjf z;@b_er|x{O042oJS(iaP_0DNw)a*kaPGQ;gK+RquWwuhYe5Fm3TGx8g*h>3RSmh1@ zQ;VQ--}XmZPQn~A_j-P8P_eC^*R=E;MxDwTVk#VLJJxvq|F7F`sTd!AIetNW#LT>#rE*9I743D&>}o<|Dr zMjj{o9bD^j+wTw=!YN9Fj_NuLw$H;s2Wll0 z+PSluZRA28h*vW1CA|JU0qt)ee`vR6;tv6ZM5AN|TNHNXkaE#1G9C6H^cD(8&+hOO z4~EM7W1d6~F}*a92f=JWSc178b!S}pF40C1 z&2)9}1*?Pfcpl}G-)XGdb51_7uPwLmv-@GDlkvcNjYBgPB8XN~KFt z;+At4tA6!TxFqH)aBT4QbgQhUMdbX=3A&&Cf<7(bf6+nr2(Egtgg0jriEJu!TY;;V z9K(Qi5tiXk-UJ(kgZWno^u}{~u4OoPXD!1ovpVkQGJH8?kyPY-NATG#G#;KraCdv-Q068KD7JI=GB@?IdUvnz|TE|q}$ zQH%P05pb@KZMIt!0e7JkaBKS|;9LMl1YCOm(YgBy2)?1%Txk-^6_pAC*P`V`ihWDi z4u32No_lR#d`VBgJ?cyPtmw?)OZtqC2f~Igpf*{3rs&mCp^VRs0Kf)nKt9>300n@X z9VP}1YBdMDiO#B157o+G%!{c*x1L>5yv+(JSQHGc9WK@nmr#^bSMo&lDcr@jsDj74 zojq*y!f1WC*`&t!LLPnw= zbBZ*i?S}%wf9)-VW?nq=OVN4pjOffUFE;CWF{j|63NzZFsw(agFOH9x%sV?P?($SE zNH6R1%j4ItcG{dO`Xlz-jL6nbN@y)k%_MlOO&0#YI4~-Qu3f7GLEfB|jxS%A{2Zf+ zoLblSY8ZZYjV(g$9<0x%4NoKca|Bu z&g!_IX6(|dCF1e7kR>mov9S3nM;eQc{+O?ZDmP+4v7I{^JAHYUUEKof?ys}?DsidI z*Xt~*$H|pk>vLDfHoL_Ljoz-$FOlZ!K)=ja7r?dAPPjw5d zyT8uXio~U2xIeV$9w)$ZSu3uNZH9{x9KE$xE|u2GN&T``TmajG%m%o538#jHK&iukp99ABlfPd48jwNK6zojL52ClA0KF{egP z#sBN@R#L5`dSI8})Yux1wXBqIv?w{xc6j3j?{aTqe9RlbVVF3YzK#H;V)i)Vz7ijeG;6ueCf&(bD=&m<9c9;t-fkAX56NYlFNd-3RtD7 z?f{!Df-ScDHQE-tP4IQR_RnRDad(z2_F}8!KH6gC-#ZyHTewU&%Zc#-4TeoIIn-Eu z^v4u4WT|36v7Nh3qtvF@p>Bb7_t)7Jlekn2K5LOZPIl%p#atcR{1ziQdTWYZCQY&D z^~)4<0UVKJ_POSJmn~T`K0f}c3aSB&a;)vu13PA+#EbROI?6BZ@HPz$jCiBoZM+8_ z0XLivKI*}rgR_h{%)?K|k78fxiZ*EZ_U--{JRKrG>-U`J^VY+;FZ$wbX3k zq<7VuY7W8G;2Y`-TU=nUp*N}@=|^7Gn;dzKf0rLq>OUvls!!%?M~05#utk4N)IM4z zOASw8LXI2qjRaJ2z6CbY$}M{4x_5x8RufnvoE~tMWp;OdU04S{DFlkNg5rcrCwtte zD%J^id_ZfOIP|~iix001;@R-+P{yjnB=MVOj#AX@#atDdeL1*0=p^>n>tJyQN zHfv_nY1~Bm*>pzKFwwa7BP*-@H{`nDsswaLTnS69lPdAIpxyNejb)H6hIaQlXh$R0 zjsw@(zTH8#ps}Td^3nwf*-I85vJ6tg$aojRwlcyp(81=)3?no0>|{l@9*G<>x&z8N zL=K(@kG065dxC9W)i2`S=V03-S*c)%>uR={wOK>l2NY#e8#L#~E_5`?eaUl*d{H9* zoe9Xd1yFexy)4`umIQiVLTec~-$}xIHKu-@g1gDfE^^`?nL&Zqu@}@cFNV)-v$C5k3bUM5Li737@V&>nMCq z8|sr)9uHcEDQ@`F)$G48#xfAX=Fbcx>zD8$*PrHgn_)@#;Cb*^3m>{CgwHkoBJQ|@ zZ?~bdoJ%fOvzxOvYlypnn@BHw&W-WQYJ}^Iw(x5b@h?q4yiLu{;^!3!t!3bPBYp}F zGSbkK#7|eCbre6f#Ro0JBsb#6g|RysV;Klxb7+Q<^+WuufyakK51QX?j%}|}F9gq7 z0O^}T0==_e^qp|9?y;nAHS~Q8H<4ZfUD6@oqcQJGqO)ADONsQ!1VY&K z?JSXgHKDZ(6TwKNNe5YJ=t&Z(E6_Shq(4}E&@#+>!?7-mJ;4~uKnR;-GmNYs5{Z1! z6x-BnZ!;_zM0g%N)&>#X6XNLG{UYv^gKxi;l?sNqu4ccPwOK>luW=LU#nCzLc(TT~ zFNIDPZ%M?TH5|Xpu&LQu{9KsOS_ZB+;-}~!BMn`PpXIQ-a{$&+_>3+-U>T;k;ZGO7 zPG@{&AcM`H8AjF*;j>~K855e-ZC-6J8?{0wbVJCTm-dUM(++06BP;R^O1EDIq5Kq${UICuokhiweqn#cf&GSpk=4%{om?ZifnJFVbZ20ALpIlV=6O81 zrlKNShLQDWDk4WoGlR_w?PXWmQxP}BRD3)E`5CZe^v0}%8Qzx_`G%&hW*^PkteJ{G z&P}ABiYL=l3^Kwr{xeL*&-4rbB?taLt)S$|I1n1X;0SuDFVoRAqF>_?WneU$bSKDk zTr=+H1!|UvOvzR1h2Xhz6!T)Mm3~QwFQmjgbtHa%*wpT3_KjJaHPiNW+(i0mdr4&4GS-8g z3L5trX7A7Tiy}1#MSfbr%^Y%}oV^x6f@|orzD#1*7(c{g%)pE`c~6i@eA2kt!J_#j zGK<#+?*y+fkwW(cMgB5@A{kI;=JC9PYyLDVMa(>QHT(Ij%^E^K#Z9E2$7j(zws#L{ zjAxj<|Jg4xJm4V1zbjywFHVtANK2kxjGL}D=aoA;s!zExzO`Je77t^FnQK_h)$G49 z>N1ShX0;3>>xXxY;`Y4RP4lizR*Kux3&C^d8hulUlB@bf-@1c`x1h6}nM1B-H)d_t z(07!ZIDVq!o_>*`;UL2S1#D+gLNE4Cl#~)$%P={O){2KQ!-O@W#MSIe7@)99h5$SaOf;qpg z(?DD&%SBGm>&MZ36TcVTHyi0Vec8x0yK6X?t6-j9979&b z#``*zXsXUMsOt1WtyK?7PghIW_Ky;jbjIKKfqJWm0@T=`e>0AAE~1hX8p8uV01&(P zYt_mEp9EN&S7qDj{J(-Xp)iU9P|gPQ^PqARNu z$cPUGy@vXjT$5mOwm5mnD@}WoC{ut^RJ0VHD*4sp@g7db#M#vt5LKf>p@DjBre2t% zw{S3F3ss})Ej|pJnnsl<{8v2ML{3Z*Ak7vl^V6*gj{tS6s?-hYO*M+eIVx8*f#1>2 zw5rox=PFgz+7Yg9b);0Opu_@dVBrWv;IV>=4fWVE^;D}swc_Ip)vjhrlXj`9d;3Ua zx$gM9U^!XjAY!1dAo5D{RNWF&=C2Z(%%Fpf#n5z2899EP2(*HDI0v9Bnf)cC{yhQe zH;zB38@rvOIna`h{!7=#+n*;C{mU1hkCBF~iU`A}<%2ViKgbs{AH;~-E@=MPYEglt zy{uN3^MG!MNpN{@fj0-Prl0T2)^{`8Z4j43@kki?jsWti;}7I2r6DEqrTnwxcLY%A zRtr$NBLLlV`~m$Yv+@EP3I9E`zo0-8No`BNt9ZFqS?cC`*NPniqgWUq_?yqxcLWxVo<*&AAA7=&SDoyC>*k-yI@zLATgoCm) z;mQ3fP3QtRBF?N8bi1^t%EgMY_$$oKqj+3l0tbb8N3eWrV&#TsI28<%3d_Svu|X#? z;7qYiSE0(_k=fGZtY2KXp;x*S#mNFxl;aC~N%x{2bu6{@FAC1G)W2PqC7oFKbV8GH zjGIvQ&Me>FwhKbol8SQtdii!C7V`0U70OaJAQ2G5?arAUsW0UkZG^jepe#>a2j@ej zw$9tR(_1%NS|^oe zOsqcTh-1;xAN6Ud^DG7w+qskJ)2q+#bPKGzzs~AY;!>&4f3>I|CxvpUPgln_+r%v)XJy!ODnqoj)*l|E7#MkElG}1&{L~q2(&=SYMLkA7J2 zozy6q_2|bE8jWM@RC@HOzl!Qn2|+qND!-9X$4mg{WRI+KT?33ToPEH<667IdIN;%q zVgrX?t0MxAQi#?++yT+{Vu_O!)Lr6Jq&2|o!_BJiYgz9Vk&>V-K-~!C4476XYRy^i zD2MTJ&}GU-U}}2)*$NoQQTlG0vLBLqPdt|3g5X#JKa6kAxv)+oNPJV+QNQ0?2IV{y zqt01jKD}bK?7hB#5#=N3u;h(JdD8a;Y2!&;Q#iP>_f<)Q`XTx60r>faQe}| zGlnyWJCi2)Z;D8%YZ%yMbYFtmXM8sf6~;+Fw+eW zeAU4N1cPvcLPUtK|%R(}2I;=`ChN*LyL zq3)L%br~pPGk1oO^+SHG9#<<_Jsl$KyON&=k6Cv4_k`qHwxOq{wqf9}I~e%8S*c)% z>uUDdtj!wYeutY#Z-fm&?xgY_XbSl9>MYlHQc7KtK#>TU(@CkpgeEi02}9&>IEYN+ zPnJ?$L6}xbU9S@8aKMYB=^TuJQK*MYrjNpCs>IbZsY#Y?AB8?!0HNj5?Ac z9jD)&chU_=3nfzo_bF)Wp*_~0?UN1U>P_u$D_neG%>&t2_ZxV@v zl;c2q*!V17-g|fZLUR_I^3)zMeLffMF4Itl_J)pmA!NvGc)wlKfZqeHUuqNO;$$<_ zn-23Jhk|#jVfSOb>dm!~&NxTg<&Xl|YU+(^H^V7|y=`8TwzL(nJ*{@gLrSF1*dWs2 zyk_i*Lr=I_!ui73Ov#BGDzAgjdsaCe)ncJJ8)Rqj34i~C9zL>|Q(k=Z2wwgX!Ctu? z14g&3NW;r^oTrvH&SMzW@Ne9i-q-4YjlWw|n?EMsc0osXuHD)3U9f8q(hR=4F6OhD zIyjQ|!eVlox8r&duRA+JVu&AovVgJ2bm>n2SZ}pMR>MpddFa)|u+qgrSSf_<;BaFr zvefBi!E_($Ez`MzOJ}@N2bUg4XAqkwR&ePT)u8$qT=IM9XK?AP5MKnP2=rn@ov-SC zMKHsk^p+Wn1UipczzR8ij`5z$y8S_*`_B zDZXfCldIXYvNmhhil=iE>75?WxAa~}iEErkYP6-?pLT7(C~|>=B3CQ8nLW;;@(=9E z2}2{eg1f7SO^%?3&C?H zi@qrcQBEL428lA)-zo>JO zgF0_iIAC7!98*|ACb)<`?aOp_jq`Op&J4_Hllugj&ZL5A!KIlcGMk}-@jQ5}RWRKX zRQSaNDr7*HnadYDxaE^ssbJ=^tJx>AHfxCcv)n{_6?~C3m&K|zKzr6H{OA25$|Vk> z{ILR^Ipo}63R?gPo}n-LGIL$S`z#MH11s9ZJwawJDdOwMgAvS4+j@r1r5A$dS`qV2 zL5MY*;t7!fV`lPt4nA3d&T`t%u4b2JZPw8DyNZKTE8^j#$tyLMzgEpUk%#+5pi3PD zx|}hod=8hnC$a=i@DhF9mr3m!>bhPL{REoS?3N5Btz%Nt3&C?esrjZL#N7#m$Tg|g zIe6yItb{Nc+12drS(`PJdLK8DUL&7xO={!e)i}>OiI4V+AeT7^(o|qGdz=|e;t()` zSLp4&Oj_5_9^j#6U_qOxC&;8-F^&L%W{!vfz3kGR!84`?-4MwCU;^?pV999T7dZIh z{aKN3CaSC1_hxO@(DdEhMEZ$po6a&Eqj8>fvi?rLh;q4uD8H#dXZA3rvjvdg8Tz6x z6V^4n-{9e8U`3m_J(#c=nlNcB%BkH=6Y*&*pUUcEH)$*?nieyh%xNq#$srW9Swm?o zXM_C^!Rtph$vTuQ40XrblH_2}u@$9me`>_r*`^yE+s3)_h7ujt?X8fg|^Y2DLp`tfD@}(A_el!X#6m*fJ+z zP?zLHM#_iEve4}`#)ge}`Hz*d=H}izqXW8jvNlz`Zs)Zd_$Q}d6kI_2@97s!CrXVw zT9%sR%+2vqq5QE^0pldljgGqU*=XpT=0qd#P&tt+@F6 zub!lvCdSC@y5)Cu=$T*x|1c(&S{k$~xL5mRkbnnw1>|EV8syK9XP!l2g@Ec$mwO`rQY)OHiny-!?e@)M-2W;uEI3#`EnZQR8wuCMdTxsjJ z_a!uzfhvY6w>y}UMy{E%|2C9RwMj_J#ndi1-@$NZK%Zf1SF?(#yBTfyA(U({f8f-> z2znj;&8ClQ)+jk0(?NS}q1l9OixgiRVUtkd#2nWn&GV3m;t`O3aHPDSG#Mm3N3-6o zhslZWt{m-1{&_!^D!acC708i}(sh*S($9Chh%>bJj#u z&0mVnFu!}C=U;vxI9z6{H&tjByyn6@4r(b?{nKf7;5e8))n;)9m|VA2?T2B z91tb0A{1Wj^O_`Za903*$?*r;c~V4IG&UQL1eMKg0rIBf5AxEn^bt7MuDq?uUQ?GQ`@{R(p!CR(LRa}*+Wx>cPdJ@1W^)Eye;Lw2W2 zYFiIWVmhpf6TSO$=AIAO&JBu5=CeHi4U*TDW4cp;0MKGB3{&=BX-h!E3Z8l!#VmvY_KyT@BkW9Zhqb_Lx&EKu1)y4~ZT+XqEwIqBx= zAUoZz5NA^Q^*a4T7X--kiJ@AQ>f#ozucT@48v+uKYh3*K@dwqmy_4X~W#zcA|EmK2oHNGNLG~HbaE2dJM5STGxIDz; zp>TFwOxl`$X(Axc3Ji8&OA2_1C1E52vV3b#7yV}Lz1%VPvHiYZ|)<`5nQ8Ij6C!1A7{G13`j^ z-L+b`eWi9+?SVtZg;C$vTaZUM@-yuR?sO!(%Ta5)prf6Wr*)J)t-&evL*+Y91_K|! zrRcjs+5^TTi}wyDo7RSld_K8cg2`GDSWjEcg^6Zm=S zlJX?~X!!xsDg0F~;Z40zFt(ekJ`_S$>uJ@%{Yh)qH&ot`C=g0N3(^ba^dZ9-_++(&cq@ zd3|v24fNX^>GCjL9-+&d=<;T|v~k&A{vp1;1y{t<-%9si4mnf)Uwr$A`T91#zMZef z`1%gM{s>=x6jz1Gckee}vl`R|{__2Kf*@$dEJ7y^X($MDzw@)Nj1tbPJNzy|G8kJRc@leJd0IZD4F zTJj5c5=uE}uh_I{`$nmy)Ga06)bSN}K_GWJrX|{!dm{WU24E&YYodL+8RHxdpKlf& zqg=XO4iSHc$5%`n=aR0 zgv&K_dE>>nypAq!y$qK&UEWBS*U_bNDJ~_tJiHE<*VE+(=)w2X9Ugsw1bEJccFnk!h?K-2lxmN z4!@($85#dh z5fDbkErc6J#@iV|1nzq-!G)1=nTOvP88yNUBje448%D;v=w(L6XJ0^12^r7OZ;XtG z=ubw*nS>ig23I6wWN@ICkWnTD)hhpkqTrX+kFVkfX4%)&k8h|S|Ezv|Oa1s)_2b+4 zfoc35`mv<^@Ay%E7ME9peeXC{{xAHBc9tR$4?mXU$NusP^~WmyBTx$E)%g3>$1u+q zR-%n>;1Zg}LE=z3eGK)ym-<9@Smt02CrwPpK7 z8}4erTeV>d^|OkV`T9b2!;AJD*f7r}!Zu9RCL0?zZQQhB}X|3yOSAq72d=oP0`&tE}!37nrZtX6l8x#`OaO zw{a!0(&1tQ@84Z7;e6D_WW6*G?+u@mss^H~o59T*jFVFg=Zkep)*(F+G_*4$+3s-ixEH3 z+YtvI;(eFxS6Yro&SsuJ;<#jh^l_?7JF=sMJ;nP1C%@epR2PKNb5M7bWV zRVuJmRU~p+J?0ktAg0Pdpu)OVVEKCzLcvcr3nDWM^jOQm!QG3Yetx;>l$oe~Q2$EbCbL)G=v#7RQYBrI^Fi|_|ee=C{)HWc(r7i9%mto}&%og^+{;Wix z^rpGaf$JfP|A3CGcB{uuRXWn zm2x4r zk8&4Yy-QwdqCr?u@^a2osV@}-LafzU$F~J)zTR6>nw8FrBUAjVqN|)fo@n#`Xf>bS z>vnq}{CTdCsBbLHP1GvB{!mkpeH4DGwO3bbsTzMk1kn#F#pz~15P!LIifms_&6V5Z zU2EM-?2{8(%O$b*MaU@!t|j*Mc~K|0Q})rri5mrHnZR65?u<5{ojb2O5L$7QKA7aQ zU#7?hgw>3{^ruxfM~T&b6Ri2AHJP~;L61>^BuS49>}90I{s?=Gh^}(dBiej+dK|i? zSTDkxhR`j9u|hg8@IZ_iZ0Erq9kVbU$F1=J+SOZNxlLPwA86H@97Fcz3U#>ttS_cZ z^+xj`$&~ROnufk0S>H|9Qq0^a&?zZri<$Ovj9PcCJQ#dOu)>QI8qB~7#x}ey!U}Ti zTGA{X=mJ7sORw*S4qY^Emn9uAB$QYTKM=^AIPS>YksjV$E}tlMcL~^YPV{K=_C)Vy z^a(+rsQnSK{62A(a8{Z;px6i3p#E3by?GG{l%3wz%^}9Y-|KeG&K0NDN#5%4u3|Tp zozVuyJ7o;YXjpqq1sNo~vA8Vf!9$5hidX#_ncLe;G z=(m5M%RkcP%ebV#O@w392l7tQOA@sjk*sJx6r%1I1wo`D%Ahw)sBYpbHtjzpx`N)Y z^N}Vc6v3`tc!z604--DI= z^KU3rDKMcz0m}J^_`yuXJWqO2Amq#aLdZ-6Azu<*D0woll5uOj2g<5Of;tT}OH>Z)&6bk0Q<$#!;qz`T@i!i{8V!N-aCP zh6ADvMZ!eO(VtX5d`A%Gg5DCw1b|Bs!kjC*(rcBM^d2DsK-sGl^4%D`zR_SfFACsU z7J#`pFWP)|&U^nYg~R?jJj8PTiO&i~4^o8Y zAg$cJS?GOiVV%eJekASq2Skqz+*zab|B+gCu!+*eDvFGKJf#ZVR=qcAu}Lm!NGU{+ zDa|It#k?N9F5igditSoK7s&#V1^$^1VC5uoz9D$-#)J+tFokgdlp~W$!lozHxiQq~ z0xwJk+mRr9voOhDTocg$=?8zTI}Q*iOzJ7uw2h+h8bPg`$~@Y9_G$Z5blm%7p;277-WyP9a>W92;VAo!-q#9e z%9~h_>S^p|*bBv@g}HfTE{)GE98_)`t%}C&>HCVFjvP^CGj@cB*Go2@6ZCU2rOn2j zzu1u-JzWgW_Kuw%!K{=#j^|?1ygC6Bx#UhIB6lPTwcN3*M98-!X>!ft=zz)s_MEdg z+PpoByBU3guPkc&M^@(c4zD`pKhUNwsNyM=zok+ZBLX5U4(_F_*!zcOo6Y&gjtv{; zi}Q^!<*XX3)o1AM(Ty87UcKQm)yk+5GmWr`X>YzdW51G0Hw2p8s%+|dLGbJc1l=Ty zWZ+qLdKgF78tg#WTR(m266I-o44pZg9mf@=tTwl0BB~TMA5Xw!`60`Hx`OyYN*8rY z5a*W@n(T%+B5K6*JH`CZ&0qk`RL~&S5 zv+dQ5BJAfzE$zkzDGWkD2Yd~n)4L{l-+*taPq!*27Kces+ttM$Rm`{N}ftGhyvItIII@d_=!cy zf>)csg_bAEYdKV?%wv;kYpz%?O`3Xw_|9L&m?hQl*nI=Ll%LbjaIL{!n?gvG9i%06 zTd2&{-~sg=qgd^u6k@YDH{VpjY1;ORQi*kV^6^ahSGASZ@Y7q=nrs@Gc@P?PDoaVV zlU2ekRZ47@>cuJl;bd)kx(Lvz>m%4Fi_H|%D&?JTfgQCQs8}Q0u0=)bL%0!r!JdHtH=M+T5i~V{19ui^ zxk$?e+l+i=n2fxhSTsUP(fUt<=cJN~9GJ8E+KIZi;ksbUvhw2wcg4*4mxPA95wK~F z%wa+4fTSF3Qf5tw8D$>-vp3@`j`VuzqDD3?~hlG_pqSb0?(d3N;U5>_@dlnwc=MkR5YRpFD z(D6s)4UEWq!nB_#y5{(!=+e%bLQIb&9*MEVQfK>xR+>lo4;T)Wg;6p$ z4HA^;Vud}s_)b9oihe==a2n`)5EuQvedMJh(C4tm>zmWPS2U2UIvwV)6y{--_RtM>$t9$P#ma51u$0jx=kO^my)g0_o zW^Sj|24s8#p7{CsBF9${!J}mbtq1~3SCOih4GYRWB4Cxuvm5&|vi5zmgK}>Wo#mvQ ztAp&6yZnXW<4iX<)*aHt&jq-^I1zGNCZSxIoJM8V>b`oXQ6Hy>Ph8U7yRM8Uy< zd7LlQ95RpAdxNFM;CfGgioX}2z)*#tGBp?+=c;CHAKF*Uq@0z%0rFa-n(D2I!;gGbC`@2yxO|i3kYQ`R^wh0GxyJE4D428 zgajjuomN9CzwnDlGK@)uG?}60FH!d?>E3K30ALKac`i{y2W-O#pSGAtI6N6v+cru_e}Q5Jf@4qY9tcM!w{cq^rciY}EGI9VYVIOH} zZXW5SR5oCppQ;Ab)vD`gwzK&)-DHHLywaQ35PnGv*aFk5J=+5cl~t6WyFOTBQw%1 zx?KaaXQSOg`y#l`N6l;;)k|z%Y(~$Yq}SsoZ>M6|&cK8W)&O_u12gCOj&5)R!q&hU01|q21q;c0&&!m$Kjn zfov(PBbjU~2x(F%sat|sZcS)1gLpBX@of(1>NrSZodr~FBh*!eJbGCr8J7}Lb&zrVJOAQu7A>nJE z+u*-RO4}0C?uzVp1vv{Y$(ci6oOavv^k}6tS3;F$VstBZAAKy)|8Q?7g3%98elDsX zUN1Ux=m*YntW^;Ow&X5r3KHaqS!-bFPX<`&5&9F3_G0}o{K*pwysd!`zr<$ZCY#?=}`W2B+KzFWa6DTBbOrN zM+Dw2fnbHr+AA4oDM9^vf^*)J&}c4Y@mmhgkq~HQv24AU1JHCwi~Zd32XmETygZ;1 z&q|W6;9G*CPac0z?W9pjcgeZ7@a{@GxR|Vyc)I6)WE0&OTY3%A<~D3yEmSTYR@)-?wxDQ`4fA3+B!@_<%oR|$R4oXL)x)KFtxEfM zRbmlsfvwdW!^-ZQEHsg)4GX$KsoAJb>W7CY?7&N5Ejq_MZ_l*4b)?p+OpPMFNIzq> z#h)U(lMY{`uD&ASiX^8Rj$cJv2dGE<#~by41bT6XJR3+EuOmsSR`ce# znkrTBQ+Y*%8O}l?*~n)LAmTZBh{jElS{2XaF&`?{tHp}+c>E8#`;Klg{r|kT)87P( zf7>C@?YU-8=Jshu)5k2^LvQ$oPbbUEWs}&JS7ack=s6QJjNo~?LF|iez_vG-M~1-u z3_Xm-XtOrT<&5Fipu$#gP@Ig^W}LpFTs`dm2xdALP6<~(?&Qzd7cJ%-DP`S<3fg<0 zdNyh>MmkRKM!AGMvdVz-&pMwfHRdY?GA$Wverk}vK3_qvOAY(H9SMFy+iF^^f=5P3KCgiw0X*$1bEi_!H z7CDlAr%E_P$D77s#BeZk1@eNY)i-ouaiUf`H0IsbYEt*S%Fs_kirmloB{l3-izdI9 z7A1yBQTdz;jfaUtZ)ku5{pd68pMB5bM9#$ZfX^utb*Tn zfJ%!H{C;K+q$j5n-zL~1HtJi>75wJzg3z++_{CPo@xkvnI>dirXGE;_(;g%Zg1ds} z9-wh?KwOSG7BzlA{J+laX+YdisEPr_cJ7QUwb#y-=8CFZPjTIYU4V0>SPZ7t# znfiyi1=ii4D1LP2d5(a)#HHeZS&IYWq)@I%zpG=L^8^;D~6mgH?a{GQGL7rIPg=in@f@T$0wus@T{S4O%sW2^$nUqCHnAiC>^Fk~SDP zuEb76ZJLqxuM}W^XcK@cBPvq{wH0S^YDvg^AoECnIM=E)OSFqee`xC8`o_a)Hh5C! zJ}wwhs+n9m_h%9sj^p-(7`6#AEqfqp{Yogb&ix^yb58&QE)w2}he<6ePYbPPNsk3>4VA`< zV=5r$e~CBPe=F~RZTOindFq9EZr*!coBSKYA>xqu^MZ zxdK|go07;?VhOcpP^AIKV3iMpwtWX}s0m!~#;-&@_0mjrj85t;BA!5kA!w1F;_KPM zVO2XBI8pW72xAk)<`KB>DTvS_>16u}uJGfY9f&LE^1mfaxmFJzZ;Zu?t2dN)D(FxW@}pBnV-y`GATH}sbszpr*OsRamDG7BKllCKZ@ts1L zazD+3*o)w5J>#9))jB7*E8eA-%hk%=S+3Ty)p2^qY1|efAwc3@65RO+je*^&a)hyH z=+8bQLyb3BNQsm1xx9}OR>gNVHDcywZ@rJFN$=x|et92V07qnn?R`9K)(?eNvxddK zUlJJg_OaB`iyU4A1PcJv+L==Ue_byaE0MXefnBu62n!|3r>|kBGA+q)(u(he@L&ql ziltbc3auP0MbQo-XoAm!yMnPlCiqC2z;Qg4%E!0v*P}kZkBH8+iND*+jW(%OWj7Kg zWg*+8B|CpH(gk4zf|Ht#nLFuRV=e^SylQvQz5q__QC3uxo8o&&60=j3RvQinx`Skv z(^WFdnf$}|-I?rZSN=dGO{5?BDVx6(WxYtp>GM;@UK*TM$LAm*IZvNhHBp3jk5dV- zM;*TayHhes*X_rGcm7_?7s<#OCZ|d5*nRTyNczdsqBBfRTh9GBauh=+L2;EfxLTSh zeMU7?7K-rkz?0)2pUo+W}%y9=kUM{l%ln#dhfRT z*K>Tt+cZEUz0TXDe04*HCk9N%J2>;w8w?%}>cm+tKxhlk|8~#|>EIF9@R~#NR4n7F zHAj1GQ&TVQv?o*IpuN^V{Hi&T>h!CctB4HFkqzZw?X!Xi}&Td=AxV!gL41c?KfQ4O4uf(pUd z_&!OC^BS^*P}%)(ad>QCV8q*BgEv4W8>1L8mDSaA;ei&d7$zXA57E53*SlYbU+KtY zf8!F5ZVc^Uj-X-H1XYNif{y`*3=vc~2ZBP7XjfUvbWe?xV~}irYgABEH!y}c89{-f zTjgv99}v|5zch=Zp)qd#7EF3SNLg!oQ3j3G7C-bzwfunsU|m&GRw3UhFeib2hhIi{2eAOBp8G^0s+Z|Jy#fy3qup2l zZl+Kzy%Kx_G}UJ6g}FNh5z?lb^%kcshf_}MBLPB(tly4m4z!@#?Z>K_U!;KR__mNLhk7gaco}OfY_^c< z4{0NR2Aw$;ufOtK79XNEGYEz*1 zhx&!yBM$Vwi6>qLGbT8&x(A3ny=Ny6srVcSb}%YhzgN=csHH7h9ec)uug z)Ip)g@>9swY_}AeT`U7cQgHFQ6%_vEeo=VALE&G>PhnTH-BS2FuwMRK+I^Da{`;aq z%z&r*H3MGhm;ry7e+Iak?REyd;{-SVIUVx4e1nvZlP@Pw*&TH4{KZTAvBWVa|AJEnb&jZuooqFlf%g5BgeL+qe{N(*Xl6pX!@nuVP1KNq;z z-7j4HNE%%9ATqvzP_&Z~b)~n(FIYdgi()Pm3qcJhRrq`ds@CIGD{$WR*9v(mKK4@J zZV@s=-~Vmxa=TLyD>gitFRsqrSstC+t&Y>j)z5WM!rQvdDnTFnmf+PIje^yc9AhjZ z`jZ=K=uxrI5+`bNMP?(-hbW%I zA&lu-1rZtAJcr1@mVhK3`L;fnA$)%Db_#Y%|roYFjCtDueBH8AuVsupbublQ%_i66rX-MS9U5 z9KCQ9?1>m|r8LREP*|_RM*&H9ONVy_PkgGkJYg);rz%nSKQ20hWttxTH5z^is<|zo z`W?|xZcaB)J^l75RKF!Ui`v`woQu_=u3SMjH=?tMTNjU#0ZFwcgUt9~`@J`fQ)=lx z?;xgf9EfX%_U2RA8{3tUu%fHZuh(H|6_rJRxK`z@$+{7ipd2Bm({*n~thjizFo$v* zYFD$r6&bsSckQNa!<@?E7nY}*nux#R+3sC!snUhM;e)IzF56#@HVb8-xf33ZFSDk==4(kaF~9DP7c=jVn{iE_%4Hj@P$YpT(J zt6LL(7S#Ym0}?8LIM@j4dwj<;XroszVDUNyLE*_}i@+l=a}T;7+`%iF)x8}GN)_#NL? z$Wbe+Q?FaH7;E}xehGS>lO>*q4*Q-f&)r#T`n6Wa>DTnjW~}8q-4Gl$L~Zj*UG}`l zD|LhA%PnC0vQn3@D)QP`j+tM*&7rQ-2HS?U(a>JQ7AtJLNa^PAlMegf z9O5U(lHg)e<}d`X9O6_*-;{=3z*e(dD0F&ROpkj6H|934%<^H`)6wO_U7|C`@}Z37 z!!9Z@#Kv=A&%;>KCK4M%{!(F=`Gd1^5z>K8*_g!^Gi6-*rG^57X3WDUj6<}D#7n!M zp&D{(=V*7|OtD(5Q?VXeV=S;akAqE+R>~!jhS^U8w~HYP+%T%R(D=Q4I@Jyo^`5^U zhm)X65ZY5GR-sqyfU97ijb9jylq++acI|K_0k2p=A}RLXV2N>rPSvB;FSSRuWQPXy zrz+cYnocpGPIyaze&#o8TXVnu9LKzr`_qEgBx6UC`kxmjnw(AYk(fKxgf8NwdaBg^ z6^^+h;n8;EqbD|l33N#aBt>i?+?B28LRUvovkanUAFY^zz5A*P_#86dn_h#mv?<41 z3tgN(ggo$uC#Sb^SLoC2Ae(iqFP^Px+LDmLyro&lvWM4U%9n-DmFrgbLi=lZ4+2D1 z6>%f_2y01-uXAm4`ny&y&6H5)Fz}e{LAEzeo%fv^M!Zed=5c7rbRgzjA8TIs7j#=P zU_?&4Hzdr79!#)wREA%MC`Degzix6BrW9>?RA@*Ux;jt@~e8E-j&RU3l(CRq-LTm-_ zZY{;sEx~7>q4s$(CVP(su|Hu`gXt$NfaByxuCS?uRq>RK=@{24lo}yiu>Mr;q zEY<^iz&Kj##VKtL5OGz>l32HF%-ae%N^%c__KRQ*Y`$At16K%Ui&d5RtO4%Mn){bo z9jCVjmTj?Y0lFbLY&W&dmVoRz7QFsg0tU<1TfoLm<6M@2gjMmAjpdm6)muwoowNkj zF0LiuLPJCf*qi)*p7vC$MLDfxaoQIZgMxn9!v3);cJ6PZWf|_^KYe(I+BQxfs3o^{ zv;`SY^hl@Ys6GGQ_#laaanwH}4*)j?Z!p#jEv&>TOp8;(&>MZp6|bPMT&=LE84pB_ zue3^w28Nt)GlIXRNRR44#(<><)jctbYYC0UO`rr*#OT4@uZfx>5(2FUug^)QJXm51 zTUb)}1eRWV{IRrjI6a&(0w`V44;SG&PVEovqLTZVQ~vy}qIv}7HTXxbsdR@TO<7oo ze!c_EIRAJUK52j*-t3}Bb_0BRzGJUJBB2EX(yw2k9PCsoLb>F$ovQm{FIwDzLbk{J zmB(+~lAJ%5z+utJozlpCETPd{llw-;4DBQeO;unr?1^X`vO|o(e|rRrDI2H)3ioci(Gqw&M&jRGzvLb5qH{jS1M>E6}BHaxOaRYsxTuRr_VuMd(+WkeX@i@ zUZi>p-4`nEA9_1kj89_X_o8rpQFP|;N&M3uJGUOkn5zSV*a-oCLlUPtE*4di6rkRy z*W{DZk$YF6b6lW7kXfp#6j9+Pzwm1XC(4pJsIxw6l@{d!nlsglC47n+McUng=J*Xh z5FX(f{u-}%2>v&h^RvuODX<9$`RMqf-b z`t;J_x@$||OYBhDxo#SQzE(j+E&PJ2S(By8y6djpP`b|30>s<2!@FU&h73}gGrVBZ z$QUYr>=aSqrG0U7!}>$T>YZK|s6DSosBN!Ol@gDYKaH`M_pZg|R$Tl_*iX_;<3?cz zM;%9(sHOf{Vh|8qHvB6HbrMQ-OTaQHn#s=Oy@iGIST9VZyMRI>LqcKe@Dx5qqcRxZ zh6bG4c)CEDLuFiZH&>j-VxNkbU`Ko1cm-&YkGvrKSE_QkYy3ow!N&F8-LnhVOLFCC zM_}iLV!#qRxkSN3&tDbhP&an$(}+()`oT_b&KvQzZ}hJ88kTo2`dGoDxPCuC$?Py~ zub@Ng($%Sb9f6h(p!1ux=0W7?6I56)YPgD%7Gw$Ug+YA9VuAR^^dJrb#6pFD#AXC0 zpW@mOu=KzJIQ3Uy@T-dj{+r^#x7~%WxCMtF?tm3nsve@^oGql&@f2qZitWK#tAc8e z`X)jR9v3_qoc`rVlj4X^2!X!xNt zqQNTI+J1Q4mxdhc^F^ojzS6UC%rHu+qT^N7wib|N28cxVBn&&eQJQPbQHlQ{@~om{ zs47m(xlov!%5k$EF-A^^r23{+2*CZT37!Jsa_yEeCWGUcMt>{X{~885DPVSZ5Y%o(XW1@Rz}gGYc*k zY1M3rX|}y)3MVjAiRQF*h@?>%;-g@aI_eNTUpov&H;qpE>l%2w$VQAflP=Kj(jrK| ztQSF@TuCl7Hsbl{hb!s*v(ZTv>9|je#mzgsJCEQjZPE}Nq6_>_i@8|*YLDh{h6UCW zZ`G>dAH*OsFBbnpG$RFEH}a^ru-J=52i=93k;srx#K?oBc$HZ!GQKSh@C;hYs5B1fCnalU+gj*mow#}Os!*$ORSd%3D8MCUyCx#6Mqr)t)^^tmx)LGv?r z#jECSIM;X07}fF#nq!@4ZZCm{j$*C2X>8-b0)B46&j#caemy!s4;J_~-LlqG=|5Aj ztM%)p0DV!G%%2LxO@!$!L;s!~*f23ZK0d#I^A4&EG_Zj)g)Z~Fqodb_FcaJhV=43= z_F0Txhi8be0AK1;#vvb2q?+T$(bov~jCa3R{Tg}?w}xR3V2?eWo)DfS#iOBZ75+@c z0%QE>IOlYXFO2(pxM+%TH$h?uA2?8)!|7#M{Lx;lItqB1Y!lQ)E0pRLc5r}vOH6z+FanJA1dctoowsvq;RcHp8S+nL7UJS#GgGC9`&a}KS_|iZ>!N(e& z^f%<1^sCgwOy?>4j7?(Od-9eOb@s5~Fr0dHak%X@d2Bk4BT*Omy zG^W|^*R4`jhd71Ttt7q^*R7jJNw?7wEA9|jvu=f5u3y&cu}tXrS@ ztLU`Jv2J}~ax78?Ik)WaZb#B+31{vc*Olx0do*z~toEK>vD%NmyhjWI)Xo;>{FrD) zuKBu=uf2tZCGf>2%;}`O5H%7V5{?*|kZ$eD7`ODqy9CmJdt0-=^=?0@nT%ZIs9+;8 zo5Hka9oL1Pg46r-dUc|RB9+&BLkCob49ZLruk%_|eNCr^QH%wLV^wJiQ0xB3e(K)j zY;p3C%BJx@r>q$}J^F%#;Yl6!zXhZct+q06uhEc6>(Ja56niS6>25gBUwInM{zaN2 z7R4kSTE~~ENLL7n2uk;j0s?k99EsKp+-ek~3-$=N_F(JJO$aD8OJM7r-a0x}Z{2{V zJ?{9=214&(JN+!ZgsOhcA^mE=mdfJlQJV_UYKi|%@L1+0e)(P7VVv5@CoiUC6vJI? z4LozDmdalfOdY$=Cf_z9?#>K>12SK+I!?ch2wU%_o0dbxzbANh?QQ^WzzzD31+qVz zi43k+(STOr_^R@ox02l+Cp2JvK%|v5zGtt1}ZYFY}!ImpF8rm1?$js=L zQLT;Q?cs~`+a9#Nc|EN~?9$T_!?Yh3@v=Lk>L${0`bf^r-B`q1k@kmxKP6iDC6};y zY6izl29D{)jOg4fCZyDAag)=vQ7MBhdB!WX1l}zMk=ZW3OEhz$z`}O%3yfWyKz|{- zB~m0b_O$IP4Uq93r~;*QuNSCuSjV^TQK!MG>g(Qk0XD;?&0DyR7s4;ISU2NbS$$@# zpD#|;*vM2ho~@vhl)rh}juIr^xoDMOzi4lcrxIC=Q^<7Daea!3+$lKvT{f-${aWQt4$ zE8f$7xe508tmfOug?l&MKRiG&7W_}ynF9wItejCUMsm1iFV&{y=vEvI zQ5}W7l2vq>{=|chrPJtLHdZGutxG#bOv8TIq?>;?sxl%Sr?*MBcVm-o zLv|6iQ^7x_*>*8)(0}fcw8~(E?*4|BVqX)3$ZUfyxgos3m8z;6i=wx%u!(h+u|Y%h z7P?;|L5@B~9HjHeGMvUU+;Vl zzbf}4cW04*gVk|*_vZN#A`$VtT4WPa{Ch&I?Wd8j)hfpsi;VubK@ClAwNMkM8FINn zC9KMxwrLVG=X>i0-74LnCoQfU)P;txbW%NcO$>YRNQ`q;bKbyHfKyW?t@2jg_1-wb zPW}`8<{vtvPF@SCd3?HAKM6+N6BFQ7 z35~|_p3BP@@pDYHn(<#EMM%Q+a}$ zo+K+oo(hbACZVHTf?&!a2qaWm5UgOth*8NGd&mc_QT>uYL97Xo#Aprjhp|23>fq9q_AP%4h1wn@;Eh{~$rl)o;R?Mq^O65A1GJIOE`PPPwceTpZ7 zoL^7qAQzJr9ZV*n(M)zlN|cFl%cdk^a)~3?xc^QdDJL7cI>^q3*GJe;i?j$I`lWxe zG2*E=#`{VljQBjoh-xH~6Xhd8(sL8K$i<4&4px-#XjUAIvZ5PnV&Jl^9`d4V;Lj6S z%E^na4zly&V3Ze09;#D(G6=t`1*j6Q5uRJ)^PDC5%xyuk7bY~Fi`Qlxye8q$ymqDw zGh&ePI|+X-8Rr`0Hi40xeC6sOJ70}P_)47`x}#d0DKv2`>8SddAueCF`7(|uZ|a-m1wNmIn3y7a6X9K06NT)eE~cLz3S?}E;Q z;!W-T0MMo0B&_OW4s7YB@rfdifZ{xBY&Hx7N)=Sng0t21$l(QU2>Xyrd|n-e7zR*K zI|Wi{0BU+Gq$=-_9tQGZfPOfwHNb@lu6gKhmZrOwFw$gbsA@dad<0*f794qV2;MH{ zkesj?#E2`0pgyIY)Ne&+5FR~Pk{?V#mpsg_(W{(oeeX?3_Mhx6NsPawNrbT6c#ktl zGEmyAj$O?@rYN1-#qzSO^z0~EBqjUUkD%eN^^1lr2MvEYKMh^Yc1y!*dK&gZfJ?$I zcISfHpYIp74?C#+RDNo^n(da_muPCoC{IbAj&J`z_TB|fj;hKZC+}o<2k?P{MG$5t znVw`O2}&fv00|@^BSIj^!%WXi&rElEx`%#{3(S@dt?KHk>WRPq-|(S&y1MF~dmi`PbIv{Y zTtUwtcZ!||4D|eAa(bGYZI_;JbLbgjz8wimL-O$twwFSF7Hta-ImMXjyczVML4J+` zu!O#csaYjIo%c9Qv$wL-0${hF87Li?CJTgJ9x@LNnSm>vG{4M7r*OS574RhI84IaS zG;UzDDDJxhH~={Vnkk$?ucYJgQe%rhy9qHFMz?}*b%VO*TxzkpDOR<1|UtX%vErl zidSxZ8%2gz4-3*6K1M`&CT?W!zA%G=RTP6UPX#k=xi!srtN-75Nc%8OoHzi_J zO%x7!SWtLM^eIIO&lxCO5Wo^r*aRRxg`a630)!Ne(Jamttzs_^_6pya(})}LoS^F+ z0@W1h`W6FSZxg^0($xeYK3%OVQE6*f?V!e)pU@46`AipahPtY<<&xJ{^qW)PIm3SbF&U;+@I2bRZ!X>8X;@RkllI6%d=>D(E8B5M7(pz^l_;we)3ZUdFS zDS#!UvI#(ZDxd99nYQpi(D|5T6#W>@7Dwwi3K`W=bXrG!Nl^SLL4*`3{&oY!e zq__z{e2Sk-lMYC|dNr@+tX@r8nYQj`QE0U^fkLaO4p~9@c{;nPQl6swynN(p8GH6x zW;Y}!uoc^bUG4(5oHb|KHI{G}WMsjQbA@wiDYEo&wz)FB-E-&s=PT-hc4}~gQuwYFM3EfuS?8$GgT83Or|t>1j)pWE zL-;(){2qhwNemp}vq<4o5691 zJGGdCB6>hd2i54>pPR|p0X6-^Q2NaYwzZ0FnxbKPoX-dR8BV07$|r-W+8L=}n?TO%eC|4`Fv=fwJI`he-wHWgh6>|+ouC^9Tf=Uy3>6OW^&nqo=!b=co9JUn;brRM<^0ple7yzNLxor1TDX-i zx6$Qxy1bGuchKck?!8yjU$3FdA-c@c<+XHq9bFo@3>99_*EisbG^01t{cD!s@+Q9h zX1?CZ*Sq*S$Je*;^{sq;8?K6yck}nR)Ax7K<(;@3D%^uBaK0BGyHDsYybGU0g?Hmx z7$!jPp}*csm;3ma_tBrD^vnD4*RJK0!?T6^>D~wE@&GP}3Lm6Di}cKg@YihN!+iY+ zt^o8={_-HMh3n{%kMZ}1a6MG`IR9N)gf2j%eFEQx3J>FoM9xp)17grP{y@1h#wXWj z=r4q;KaF3Sc6~G!4?J(+9I36ZT{USQx4S@Pc<3z8I&hbIM zUM@ISb`js3`}e6R{WHLc*28+?9|OtxK0r2N@JakoFFejK7XC$jd`C4?n8R;{H`C?+ zoQunE=<*A?JVlqabm^nZ?R0qsU4BBBAJOF>UVzKr)8*-#aXFbT576cPbonM#+WiJy zF5iO7i|Fz*y8M_fU!@HNuk5HvVCg!)EhrgJZgDx>&MSn3d zS8T#xOw7YXTPEh2L{TOtA2Q9v{5;)bVqQrUWn%IP*-T7cM`L30;X+Kzef@LAfV%hNz zH9iWz#pPxUlgsA{zsH|wX912U#m6Fi3>6luFH8B0Tdc6K4Bu~_gFd-w3EKD>E=}6P z+anfzvF!AVvbC&5Rb{X<68VYrmvv#ebR$KV$|X6jTRkl7v4179anJvW{-VsTA@*;f z4r5r5?xLDALpQdpg@s(Ht{uaoOs+UxnJKNkc*mZ#s?`44vGQnj?ZCQ$wd>aJqdeDr zIBC&Fsy{zHQyQ65%JXs2O;A?PU)_oP)fd-uRgU>|tya|_a7;9gZA5nD7?BSLzqnS4 zT6sGk4_-niLL;WJ16u?LG%7-r;35!#Vc2F-dvTk-6xT7{5}PY9X&xnO2GGRG;2Kc$9g zNq6_EAtg6I!yQPAUN2;YD=M<@P4`8Q7hIg`C~*VZyPrFxrg82$*E+F#oWgSR*}QR~ z9h|ns1z*9mAn=NK`79GB}HzE!d1Iu}UUA zqLik%pdIpij1C20<4n3CO{SY|bi&l^KSS{1yKAjkd zBo=g?TgGvox&DcMYZxczp|&&~ZO(sM2lz~SID*BZd@XC)eNvDvbeF1?*JJh6tLoTv zqz@DUX_dOa3I&|-7hyt`daWJ;MKyU#IaHCWBHIRs7M4r66mxV+cD1*^3uLi~HhU|1 z+$s_EbEq+hWpR6*{DykDMrV#z;FZ?t1XTM*570xE4(z1lGKMqORJJxc+0^15tX3kUHa$_5wO72Zz2+jpR@>nfkt(Gv!vZbklc+kjZ46A5|*o zYAQ8k7X>J0aU_h_)1{Am=m$RlI<|HtL!nI!9=lY&?1N$hB!EusmFQlzn z#pyqeybSE7S4{5IY1@|c3`Y=yAK36@{mKKxv zwfU~V{PXEz?z#Ni?$MRGjd=<#e}8-W+o6`7m9xTqTP|IHGlUerrRzn|5Kg;F%J`0; z?Z1XJ7$fNDE?e)u*hgFHJEljjqGz?5&!VFpU}uC`5uOD2d-)CSWen84sD{7M#}w+3 z_s{M~Z6)RQW`85e!rZzO4}Hju6wq zkOmWp=?!1cQz2aR zDT{VC_kAX$;TW9sl*Xk#@gN)=rEyK?!cx%*mq^F>@%seh7lUY?`1>1G;@?hBLsn4z zqf6<f9|j7Dk$_l%ZpOR4*D$f)uS*QFdL z)YAQ(n?jfWXGpU#iJV1eWK_qFTWW~<(!t4(5?5S|2zhx;x zXNSK|$i|-4w2#gr6H{GB;wd*qi74jarJukxkQEkMs(YBP{k9 z+?8T~BxkcB0_U6mPE}%{mot}o+cm83ermuFI_t~WWIq{gb2@%p~fAax0>H0(~y1Z(2 zg5HFbrMHKOdg1ViVw&`}9(-T^(C7+UB5wXc46*lzzzq;LoRI^tjm1+l)!Ll13D8(+ z?N@kCtqQ-lZMHR5phossc?$XYb3^~(ke`CC=#sBUBu0a0s=a(1ve5GWtu z1RR9PoU>6Wi3i(bkl2#1xfvyD&fR1;g9ugI4GG#jDLTyPB-v@?3IAAY+N5xt=rPJj z*=S{~^_r_Le^N**?e%-$+-lFKRDg};#cXM!o}I{HXkrHx4yG-wpDXNK0mZWm7h4fs zO5bH7&Cbe+3v8wNJAm~zbp>yiNOX`VgY&w;X^Fqq07pN_bKzi@9Cma=$j>u(+PYUE z>Ou}gFU_Ml-JL~ERDK$DXeo9Z6=>^RU^fbhj^>O)-AIoJB zyqT^C&AjsH*5A^bT~w@UpQ^L7YpFb%bAkV8&c=9l# zjzlQR*uMSw&e+}>QR)(nZ3gF#Fr~}3Xn-S+?W>n!Zzl3E)B4x72h-WMN(HH@t^Vyn z>Tzx)JG$TMnJS|STLme*r5e=-D_X^Dwbt8pA()S>=W7SArvsm{^K+n!`nkm#Q2Dey zQarjm;G3*^sal_&E>|e&maPZu%%!Qe2ick9lq0DqyHRpM?MFMBl!a6+F=9s%i6a4`HCYh#}xSGe@ylDDmQqwQ= zYx=?qK#;_G-h{AE&qufES6@lF^&D3nUNg*NZg};uZPu47oKLQDG2DXFb{MS7dsCVm zcL=^qlU0vm6+W;Ea@Bn7<$^V`wMIy5K@t_RE5!{;?YwgzCI?Mh%dR_q=@KT3?3R48 z1(H;*NFupfws!B4NAeUi&xMK!LporPMRL@Pytqx!#NeuBR&5=lJpikk>L=QwO77_> zs<)Q#KW_<{()_alq!_8Ukzy3>eL;y&iOxy($B;_bE!#O~kV+pVQZVB-pwM@5Unx74 zvo>4ZTPLS-W8Kyos~i8}x))K7$?h&?>bXy9W?sA|n$5s3f{OEC2Hy8-#|-?Rf^C5_ zVJPgk@TOo~sMV&GRObGk5g&yL1a5wf_<)@1?H1TJB%Fi0X?m^mor}i}N z8`@`=!lvDiw0}$KSeOjhj|M$Ug_?Qymb#(u53J;{eU5B>i(0DXr=XB~U~}MDzA4p@ zJTx^nI?}4A`*0SToo@EJdfT=-GHrEU&az8(VNkfC2dT7uYvT)sgxk@;cQL|_4QVV$ zxI^p`cTIff!w>rH64`UdF1a`*#z@2@tZ*t7jwdPz^GzeubB;Wj*2j@L!Rs)R1n846 zyT_aDO}uV7ejh?QBsM!zEqdPdcpy7NHV*9$tz^}(!KPtsft_qJ>3H`f?GUA%jcRWy zZHr{jyV{Q&9%?dQr5&-@@tmuS=SFMfj$@2w*)1Q>Pt@sXPRmPXnxr~TWgK!^wy@@t zt6*%G>@Bt!%aliw#U@>M1gpsSCpy`CP6$oC|3VhdNmrmfS@@J;-1}r91IJ%K{^k(;;X5)!pgdmO*G&b>MUjh;CjEU#beON<3XckOl;z?YU zsOfYMP|4|2kuC~`Z8E+`e;EelKWNKA$00CAmYgo_Z zj6ZAD=2cct?gkWdz>oQf66)_`W4|)kxDH08d_dFX!v-+4cgF!lzO@Myp4m*lwFW07 z{xw3tq-7E$Y#}C>r+Odzt>5I*X{-xXV^y6ZXBiNXi#Mx{2XL*#ea) z)R`SsDm#(2S?3NA+g*8@xn)U=kBRtR#$fT{rvGN3u*AUePcm>1 z>o}>9#{{j6MZO#6~?pINxiXd>b_4vQZTblQNc4he!vT$Y2zp0nPxNU z>tJK2%%~>o>8TwUHk^#`H6b^F#zZpfiNR^s(^oXW(XFRN0|T1X#CL=|{e)U)Ye~Wm zM6ff~l1JwsY3K%x$wbzY#8oj^r*pt)O4nLCPFhP#I%O@H5cZAkpdB88n_hfbVuQ2| z!zs&!nUVcYZStgISGgNuLfw?Bl)X5X@`B?uAmsV!mqMNcVp&0=6v-A^c!PfeJy`$? z95P`s4>vJ-rwPD`2>=8q92-ITq#*@ef1Ic5HxBk{N?!l5S-U?Ec+Z1&UwOBq-8V!e zbfN_i2B&HF0S$0;?f$d0GGNe-mxt0S2gZt?1anSM5)94#Bo89}MU_t^JBag3yAfya z=6z13GTGhw`9=S~!(M2)%SdW?)|N6AsDe6^)8dVv-I^E&soF%dw!~G<+WPpJms$G+ zIcqQN)U0hnSl81!!VOA+f&*U7(7c<;qChD*t(lQ}Eo0Bj8O+QX?<^&IdTR9AFGlco z&8M_nNom9^l_qaf_rrZ1KaB$K85;f7jGacGX-cElV+Q=Viqo62?pt(mw?7Bow*#O9 z8xMA_`b)nV;R75!P3eq_umqp5}A-#33V+^%KWp1*9|l%d?URfFn*WlL}H9R2YW*l zjMFo^1}I-;tDb^v8(r>?%|_S5zqv{*O zTjx!8{`RHx{!9pqod0}5_hok1oPMZD*S#wy)?bD+93+t;ri2%GzkCBG6ivfRES$jm zVxnLIbQfUnoJi_fFB@C2JJsM*JQN`vvR9H8EjYTE1WRJ6ZV6sK>&PRz;QZ)V2I!rz zxSVIVnZ(OC&Xb2uFT0|QoMZNWxC%Zb6;2QxAqNeC1!o0y9V_A$o4%khAISs?M4YdP{2F06z9>ptf3qcMhn@ z)@!K!f;-sbJL62ql-a_Y0Fc2^c1VuNx0K6`<;Jv$_lWjHaOeR+w8R|p=ICk^4y7=! zZB}zw_hhy>j{LdqK5VOAYYq0Vb7r^h+9YJ%sv=pB4tL^5*7vWoRE?hBr8CCVvQLJVeKO9O z;kAsnf`&5)k44P`oGq^=*@p8<$VySGuA0_td}~*oSTwuyt9}!}2RORPwB;(y^t1(s zcJb4+K8YepPP#XrXIF(UUYn$KHH7N2RZ9C-UO2Lvr=;7Iv@xN^P991%faDob_x;jO z!4m~AgAp~oV;sliVaL?|90-MY1XVXtNxe9;FFRJ9%pqBR3>z6?c_K^OKHgp({$8Jk zFe0FV4B}#zPBK(!_q25iCjzQpLEC2gO0%5iAH3kjDnXtU&87Fp;l&__cE`$)+10BN zJcda#nZ*f=d>W)(cn#&)CO~Xe@T=-l)2U10wICyB>p~DMymy(X`Pf(l*m3~y9YMM0 zhcp;84~Dn`A4eC|-2MRriH&4RCae`dJPOtwAul8hL`WM)hm~s=2CCz0K-*CffMam%hvHhRe9nB&rs`Mrhhe zhuqF#mRcNIONZl*m1)8v3qe*q=+pM^^FBOfRVZ5w0T|w-H>`wySfA=n4eo%P`ranw zOR9a}V&@X>yPW*&dtwy5JEYMd0S=k|yj8$Qw?SWN3PfVyOn(=rMBoI}TB>*>$>rP> z^!mh+rES#_4`cMe7Nj%+=iF-I zITb6QiiB879IuqU>Q1%|cuaFklDU5q!Uf+@aQG;q$j(i{+^>Z+n`kh6-Y^&>4$fdW zJ0ht>zhzS?N`R@~x&-JV*4X0gR;FFF#hHxqSTn2`Go(v1uE(0mS2K>snyHm(AMTVd z7~r)R&jW51DKNR4K8L*%k%GsHeii8h96eI7V%x!7Wi(&SX=$`g_l4B_pLC_&^WP8O z<;Uwc0vMz{I$qn)%Uh!;Sz6t^YCH?sfgNGt54e+~`QoZA=dI0eu^iN`flbz4s-m(V zwR>rQhFc${DgEdZ$4NKw^l$)jR%rFGAo0oo1W;rFt|#)Hsl-)++UdP^+g5`vT#+ zk&#O7#yl4#LnR6hl%pC&Z+}qYdSG%{+ zeP;~x6n=xAGR}-=m)#_}MXh?(&zbhP+$2|!YV#jD`TcbL>ibYP7$a<-|I z8GuEat!2nu$dt#uH7TDJdZzOVnHYSEh{42YWonux2cKos2~%_7VZSE!0gi5xT@r3F zNt0}FleN`ZIZ^v%Rjz2YNuBoijFMJ%mhk3UJuLLk11agB7>3Ns6-(?O?)yY1VjE?T zh-TtX-Ra`OM%me(Q5Grzf;W;Z5+8jOw`G{W}3%Vw%Y4I+|foEhA|^3qjtelb4-0QnA)<(Uxr7yF$Ky8Pae&@*PDp@n|MY z40?3Yb=PVAp#H0Tstl67-*L!1%s zNUZXz;x(Z-s_gUUfT8nbpFdk4+B!j=5v0N-(!q~4BepgXVr|&#mWEb<__S}Y%SpFs zqGEfU6s5slf39PEX9hFwWW?1MsQ3c*9kDH`XOW%dyk)@vabNS9pskE{lj-2IojYN) zuUhAy$$fyM8|~+{W3;c|WL-E}E@PvoDlhE_>wFsOFHK!7M~6B@C05P1-~>?reu zb^q})ZGlEWQnUMyWJd&lUM)x_`O}Wc<%{EPpwZASfBs}oWrm13N?S$i(<+shYu#gQ z7~6Z0qd8G7k0BqZdH@T?bZQ(^8~K6A7@2|(vYl=n%uY=gQ3e^QoYtAvK%Yt$P%Puh zq?DF1M%DAVstop&7R%TJgPV%;&SIp>3}yJ>Eb*Cop?0R?4_k0t*4no7`3aGb_Sswr zgAy6r_k=Xu4(Fq27apAkOqvRjs#)BJQ4~}BBdKH3!W55$3G2z)5s^nR!VR5u4-$@{ zfjtBNoG2swEvJY@5%);-p6E3<*9>tbYPB+pF{{pyA?;elQROv9)z0Ly6*o^xIR$OK zDTwyJQW7bjT0GZ4w7(X>0&@|==0$J2w+X=KH2~3R-@6BAdsw+*cDjn#O?1k)@t&aj zcSKK9oQ^gb=>Ba1EFs-Z0OHgA)GKO8SI$;YJEdISZ(({W(cvulvcCH=>_I`LPOmXNY00P!h%wx>-hxpCx^(ScMq)InQho55hnS_VZD^(8^^<6oRkgvh5u z&NEQ_7y&FH#Z3U>Q@n30oNb)Yjst^7Dv0%}#2iq&maR`r)<~|cY7WPPAqP-X;O)IC zsDHK~NQ&~l*+Bg>1+awFHv!P8-_FF1lxoz)q;UCM;Rl$Gv6c+U&mTk*b>T<&UU(80 zTgZM)-`N8+%_BblN?#Iq!9YJwhgRpuSzUwu)^;+iEvsvN^ZgCYUp6`qdC`Joi4@xf zFA_7}6q-MuM1XDD3jhp$W(ro$GMjD=8I%R%-W9TaO}Z$0Cfx-F+1|@2w&M}lvgFw$ zre^mj$_-%;XH(LQYaja3otCgDN$S}51Z{5U6m2dv(594}Hl}9VrHv~kVu9PeE9i5m zQ}nsWK%ZA7r;n-GPSWSyoubb+1AXpEP9IaV?b0Xe*m|T>wApT;%_o!7#?-8$P3PxN zlg?AKMF8yfmqp}s%rjk6K!qkL!?MUToCS`|dSuyCv>qk2**MUbLZ0b7X(7a`9(4ly zt(HGb!CBubL?@O%F1W=Xb@Ty_zWlMZo#l@Wo2)DB_^J1lS8(_u^kf-Pa5N^;rv1hLj1d19SU#7ZJ~0wKwe z#Dmv!xJ=w{Ie5?M87kK>V!bp5%66j-a`vg6ILQ-hXh^)Hd^`C4quFY$Un_JFw-G^? zUFkB~qsvu>QQ@OY3RNX8Q91pqY!wHk#-o4JDtk4!XB9Sqta7W1uHs)wM`0w;Lo^_G zn}{3~={2j!t%42vK<(HWN`>QgVkX^5Cz$NQ#rDxJrSG2h;W>QdZ=E^(I>FxHuvW5K zqy*0E0?%JB(EvxU8gZ7+N!k$ACD>-I*OL1pz9S_6Aob8Am)rk9B6X&cgvYD8MzWwu zDN!W}2Iu0cq*CWqfH9M9C5f|SC5fXAl_Uyp#`e)eg*$P*d9E;rkJO4rn8@JMPP)mp z3&o~r(XvTv(++nWuB*}vIK!aNLa_@R9*AO6u(fiP3XCp9#;X)QXS1w4I$E!6lG zK+AkMAs4r5t8F3Y_X@F+GhdL1h17cRG<*eh=JjFkqhSgfeqBoqe+jC7m66a>DUO{1 zRWE7V{_D*e`xBtvJZS9OPhD!qqdz9t6{w7o)%js?nilwo1~{_DzWU6RPn@|bTde1{ z@yKa$)?f6K{ssnvj+_ax95lJ=>hgMqcnar_QFRN)(eh1P-OUZiBMbgWG<9--<4?MF zo23y==(7JsGRkwdl;FT&V$a!Y&O7R;oY5I?EO)BW%@x++sYv#fH(LK%8#F-*HPM_c zaaD7+K3eBx&hD0T_A&lB+g#GA+Ga^76T-fkMW3BfbnxOl9okD%biSlYCt$N7HjS5W z%xzk|+L;zqBw})tkgT5yM#@>zS7GqkVSpSk%Ht4Vn0R!lCM zwwL(Y0gBc%X&If4uszSSAWR+e@i~Q+*|nTBJXW?S+c$R*?lfw1HRtwPc6mzj3&+ZC zI;dh{+iwf5uDk+DWhvH33;(no7h;2(ycdJ39`WW3Ts>X@3)G56P3T+mH32wA0}wqA z?U^)w3}lu?o9Y4Y zC-QRPEh@&PiE^ul1%+QIkWP`pZ#7VOvjCQm!X^MZg##u`aF(NRZX zBdbdMCtDk5P9ZW{FL~=8q_dlJx?NY%S-ikLgefW;i-#ODUF99q0mK$lk$yvniA$8i zWyh(ld7JVSd2ROg`N8YDRE0XIuRiAt4kW;ly+Mat712p-9Z_dtO=TzYqgDpNT?!J= zfV8IVgy(#%%9~QA&hP3%u^$yNuse^_2g(QNv=kLT=tps@ne(kZWx^gBN?EMG#|Bvb|~=8<}cu>vk|L>Jq8 z=(ORHEVg_Mti$=BU~o4V0_sAjh0K6#b-%+su+?UuRXf0Pf&zx9`*S0r@pkOJ+Q%KxLJu?mwi`7G&ieob&q(o*Lem5 z9-HVXMBV(7bC!sG4?oKqN9z@$dr4U8MeMbq#e@SmIfg4Qa)vDOz$c27&x!pw#XO3q zW9qjbr<1Z|G%zEoY}x$Y~2_OU%9+^ zO9#Yr0|L6~HBr$o0XxfDD>+qBdB9A!_}1F845#h$KaKEF8D9L?eOfLS^^hug6%ZKuog z>P!M0pv|@>HX9suq5Rww+7rV1S1AdAk4En^404-BnmK*-Y5zBbrjMjaBt+nk z+FC$)FJFOx&x^x!e=EagUx$raAtjBDLlbJ`+nrJ)AB(I;8vBKL4wIZ6N5@J}*OHgC zo>$1t(SRQ(67IH&U4C2_Z%vCg7V7yPbfdYmzf08FHbNJV=v~!ajO}TAU7R?$K1Qq3 zU^!+_a2VQW#-B(Yr*H$MP#S(0L-ynlV2RB8KQjzj!pxr~-_|;Wsaa)E1lV%zXZp*) zAG^OzYboTp`f+HS=H%~ZHe^%~p-T1gp^QdQ{K!|V^mONO3)#%}^W?{P&!33Z2b{Ne z5`Wls)s>V$#%rpkJY-+$eJ67M@0;{5Q278y&-rhwPU%L}DMiE&!9W&xin?K&yxIle zNd0`K{$HHZ*oored252q|A*h`#APoOoq+SKJAl#3A6+Gyi68Sx7Z=v3O?65`B|zvk zNfwDufTl36C)gv;+X29o_qf5X_X`E_4AHC;oKgt~x%3tgL}mIEgop8VdAxKfXC5QhBVA-)goMZU*A>Vzocw z4yTr^JbUkC-cWK%B@FV45S<~dE#^giNwEF(onrfEqOe`JmR9%d;ax0K*%?~fkaeOe zd8#d-3PtI;@9n%O@PB8g@c)Y__@|J|@N{)P87dJg15FKp&KBNJNo+)wqu;8rAY1V`xjDB|5 zYm(pLj|#SbUEq;;p77ZISp(a@Du5+qy9vOTlLPSBZUPXW?I*hfo4l`9%wFk?YVTpm zV$%bHvA+{COUQf^fOW|Mc+58eh|m1vhGC}TNNf85OqXSQ5pZd$ zk<&P)`7!q?c1-0@f{j-T#8YJB|1_|1j{ugCjV1suP7c6hqX~e{#&$gPco}~tJJ9F* zX(?`vZ*ApLxSOm24n1u^1`*ZZBA>oeL8fv)RpBC6zX~64pq~nHsc%kt7(A!ZEY&bR zfP|lHsd+~VrG!xg5Sqmr%TsHVEJoG4nwm%bF1vZF2Pb-cE~fa<->tQZ!Ir#no|zC+1C3?*JN?$Qh=~Kz6WNNluDs4%oxFlthHYT|7l}>Tv?+o1dQgUvXnr)XGVg!ri zGx3X{(-WPd(^n02I-HzNre@ovQ%}^{QOalZ*93)s*C`5r%|PK_C#SHf*>)-17oZnf z*c5CpKRw`Gx%_?7Rl)ABFJkJP5--Mtb5k(uSs~5Fn3FuO`Y{8u2nQ#R^;mUSu3D$; zkB)0QHn1=6&eW+BxKlB3_2yqwvr2;6>1{lV-8A>##DgLLcKa*;(g9%GwQ1#_%ud6~ zzjyS}#tdypDNSTJ2vp5rdD_VZ@Ff6vM;~ELQ@v(d)oxY$&$JrpTaNEU9>AlI_?HfS zfTQODv{n1>oK4n{drCpIRv*I-o2sMH=Q9CdI3=ADW6}Jv#~mN&I?;*P2>@l$OnkpB zU0itHXsZ2ZX1!4Kk{%L~08J5X<)2Bet(Lz;Pz}V_LIzh~x$vl?)WT^N=X7GXSS|FvsrlSRHj;^p?scY`5B<%T1&HJT`Gxa#LAs zW5PBkZqIp|TRV&UHPD5FO`XkN>-#KzZFudlRR-W}4V`uO@3E34Z7a#qXTK8kj=-0< z8=_;wXEi}UEw|Bn5eL_+PESeHHg&lN)T{lU-9*#%o4Wg~jceCC`@QI-cSh{flrCS z)DZG52U847!W7N0<6hf&Mq)tEmwi^Aw^$g~*977qy+i^2?Bh+hIxM!9tkC z94t%s2FEPo^|i%dvHQw{MHvV@TB5Ti(OCJGVXXX^sn-s&zOiCzw%xI^BQ;A@8!uau zH7q&P6Cy8(2F<#VhTGvy)w&F{YC~dymOn^U~F9LjDBS3%v_B0mN^3!uoOGD;bv$jk= zMjI}ftTNEs6u()He8HU*!-7`TXT5h}um3RZM|Tz}hACD{kx;eIlOn&)Pgbr}!TI$F zj&ju}l!K}uPpqey!;vtE<({){U9WxC3pI!+=)Tcnwp!I&uiI>Li!CLre>2ZMy~Sq~J$*USNA-r?7o03bwjc zauu|-tJwRj4TF5_GK)ypzy@o)PDg%`_RgVL;dHUinY_sVtz>OA%@q-O@oZqwZAjZu z+bJN5u4>kM4#+w$_RD_~nGF*y2B*HFdH^e`7v-igxlttm49rUIhB^|arzi`6D(X)0 zW>oA^%}-62D>&Mn^Qy;kHL4|jVA3u-?hRdc2F9dn)89EOgjOiWXxY|0W21yQSMRAaAg-}tkZ(D9X)~D|t{p-vielR7@_M2@d6xEIm$JB@ZtF26{s=syz)LH;D%yF;(gBnAUY;T;GzHte`NF!WYcU#lto@cB4&M?;ma4$D6 zD#zi9?I1ii3Q$R_7lqJD_aF*)kwuG>im2`l2dMNA$=;CG5;+V1ZJ<1L-Ek4NBvakd zX_Cm+HDO`Pk7l7RY@D4(WaSvJh+jv6c@)5MTR?Nv}a$1a8@S58JsVGouF=;6i7e3;!YfB~}| za)n37jsp^Sim?}AUZVI-3E2P;NZ1q-Ee{Nu_#KEx| zPYb7)=&o!*QbAWkZ57Nkb@!`+HVLKB1R%Z?ZrH;q@i@4nhUE~I*RFynaIUcv9-$CK zcE%7IPQ7@)NWdjFw6# zb5q*bN!*&?QCW~JMIQayz@wr7mXJp#06LG_u@4KkFT-Se|M7@z7EXa9R=9({v-4(h zCv@jc2i54>pPNxT@cb?@{pL8Pt=w^w=cxO{KH#U1Woy|CxddvnHT{)QXTH&ry}RkU zr*Orwz;X{RPP$Kn-?cYjk_w@BQOBtS$I^Z`)QR7{vYW+7?GNXbOFlGqDbbYvYLD-Y zrBx*SjOON4d&B7I&2v445q$1CsxZnQb(>>j_*Tf_GE^An>jd2>;9}P;o8r3chRd!6g}VB<5g$W^1AINm*BSa@Vc{nFSWz#bPi?4HheG6aT%GbByswjCke}6lDe+OOOiOZqFJ-7nrd-1XR zgzmz-@Htd?H?D%DZjkAHa|{W(g%ydQtwEDC|Aai5mu^Y=r4qMK8;_RtJEzz_uO-&Q_Odi5>&C;4?r!oiq-ldsd4+3qmIIY z0siSH5_}Q;@Ww%Xq;aCx)v0``j>T?&XBTXgUB&n2jy@8lqXsx;6{GjCUiimAs@@OC zMhyN0Khz74^NWRlQ6Jw?%@p2>-wJop<+e+4xrHw8*oDj6=rTiJZ=}nTAzT*H<^Sx) zAs#dW0DP^f5A*J=x=?s4Q|heb6Po#x%RX7zmW3`aJp z>;V^3fK5t=b<-n!9QuBWdm`MKt5nJr6^JU2j@Ic6Tjxl6wAb~bkpj|;s01W+U>gpd z#UdKVOQ-7<90JTCQx88pbD^poNftBCDfW74A22MQrI_j@h)72BSiXwJsgI*|%6-Zb z+I*_6AJKjRXDnA8t>h6#tLAaEJ5!6WP`gU6m_btq*#&0TYA8FEQ{Na}*G%sz=yeB9 zx-^%ql*qjIh#;lX_=J$gUkDzjBaOV*{@fDWaU^Bg)AD)t2I`MYOap1awT2cc~MY!Tc;@8 z?W6Do$tmn_R8d&>ki%Arf+GQj;SiuKkM=aZyPHHU!iZl4rT2A;(!D-Pr>HJl&g4=K z&uIO;AWF4UL|N@4%5-w^^EW!hjYe0Oy^*aRN!K>s6ZCy;r|7%JN8i^Zr?0=!cIkU= zY)etnJ3%{w{_pJ+{ri0Me^+w)`x|YS{ug`lor<-slxk|N3f_FWQ@qLec=IR8dE;+X z@g}9I&#&6lBofekKmA)#>tnBod8KP!j>ZN^T;H)gu~>Q#nLqOB2|7hXs1IY;Tni>BD|hN&)3cvflQ| z!?)h!2u`J1E*-x0UK-~!Sg}Mb75fzdDOVgnLu&aW+Z7>cYXyH&)R;SclIG*kr%nzC z`v?A@?bT_#{!DAnBWQNT3**u?yz*cM%J*m8aW@9ixWL z){!c0P0U#rc-tR0L!fE_T@PQu?k1 zl`sFC0{TKBX~Bx-E07AaY1rs0jqJ-6c{}r5;qURB4fgB!Q$?@=%mdF>+vaFsdkX)B zMjFT0vJ?9zF)?S0?-EAeqrbjSmmkpOhqy#QSRZD(dEPkH zu{5{}zcfbmtt9TVY<1|*nhf_VNd(w5_gj)a3%V1A`^b-U5%7VHZn&>>mlfT`CaKCz z4+sT&vyi{U3f48$cUDeZ&^*>y*l!ZR45s>;t?m*Z*FmpkF$><5tCTJ1Lq51VTbbZB zGu=LK>rFv{*NILgrhsdd@2th4!02Au7K0?>Y7XW(<=wdyA^RMK1;%Dj3y6wu46FV8 z*xW&OptIAX*UDrvI8*Kbl8|fNm?DUTRGk7Vm=%jkceuu(z29SXbdWLw`RyT;^X>mw zX7^Ugr+Zhhyc$4KJ$c7WVyV2Q*6LdhGLmoQNi;OlH{5t|U5n*!TU9(iof>a`Bv zI_F3YvdztMBf2f=CdZAg)WcRY>^Z|5Hzp?eG)It=)y7t|bz4i;YDb@}X8+gDd7Y*L zFI3Kpf&}jP)5pysye|dhYayI0Jb1b=CmYKh&~ik0w*|HTF{J4jL*g^&jLIE7U>Fh- z4`)c68HGfm)3TiuMa0zUuLueS8*m{}J$G4orwPE9GysAAe2*_R;i9dj8Oz}}`(M@p zySfd@nl5SBqXS=Xf{zsC9BXSBd-xnVvDNkqleQ^k_csDN$t#~SU)a;@^hT*mx*=G< z@Hz-sddW$i3O{I&SJ`*}4&}Dgj|spp1#vJSg49o-O!!11V^80!c39adOg64~@WkT? z0AfD5{#73DeVkaMrqxKTNS3wrrr@pBDc;T)c>8PtEY`60rWO-`XC?>W=?xQrrzHRo z9AnyP0;S7ojCt6@#WWBS=)mhK49{|HhnXoHk28u88=1^;JvHZuWsYhfa4`uZ){ckl zhe50KCLP8^>2@6E@XyUk9d#I%7!5lFd!^!xF*AF@dXr%^Y!|>%QAC#zU$6iMp974T zvT{??wHYdNhA1I|$rP~Sxe6W_l}O|@5}LEJVoJ-GT=Ph=U}uYFxrS53h6TN^7bHlL z-Y+xI`x*f(miF-mlnKDz1OP&mg9(%_JBgHoNjM`b2j66P<}h~5a+v~nt5pO@vvi0$ zcB8>{wHAazf$0_38GpgQ#X&*x*0?Nd!~U2Kvx0)Atta1lrEPs1mDBOB>1}eY6n0F zE~ap#FC-q6me5lO`lX;JES#;PN!=s4aik2mRiB;e&)u9?(5=P(qQ0a=Sgp421kYnH z@fR+qa9o7N{hhZzAB&K@^muVZAxpBnufS;w{1<6}qch_;#f7dern)R~+R%R#`eBq{ zE=TsN)}z4rx<{?({~MO|12PJ{1dGBCY4N{3>JMu~2+|=xLDNx^E1tr0dai+nt75xO z{ebb9ZhFNsnO?EbpI%WIhXf~0t}r6((+bg(37#`Nl|85&EffIo9IXn<7mVSnV@La^ z*d_d;^Six(s_qH7e1i}JId27tM96ZD=Re)K&!24YS^>{kNbVP|* z(ocDhfGr!HCq#|@Q(MR`vl%bZb?*w!K71q*4j9y7`TJg;ib-@{Bd~$!=v$3}Q0;s+tq!Wa zw!fI#k|X?tmj=70u}AnbLK;mp!ry8b;SvL9gb%b&D~#LXIh9P_znXZ zUn_v6BdO0C?#_1e5w^BO5fMt(aQ8@eNT6U5UXp$X-w~v_U-ULHX}lo8I}N0HuK?!E z2`5sftH4XzV)8B7Mc-Vw2qe*Q#vOt4{}A1f4aQJh?ctngk}?tXT>_hg!`1}gof?3^ zVe50;A+}qMVhdq*nBPpxpV;D#5Zj~o1-q4rSa`2N zY?ldOQN>oiC8f+DwylTiX`&ml!H(mcNNi0+T`aIkD7Gd5y4bdZLCBh>NwMpeN;{zJ z^&ro`Hkm?^4L;w@v4-tE*aa|~Y4bf6NU;V2B+l*6g9xn^8=Qy@5**<)$#(In?jGgj$m*;fb2owAn!~* zfJf~^8qz_tZlZhuiK~(;o!SB8Hr;%H6*3=SQK#|&ObGk5$I@fuHq`2#GVL{2yX*Z6 znSIucc@&$bts&O6_GX-mn(J0y-!oaOO;`=7taX<~ z`zLEt#ilc`^mWxE*%@ayd~|w9OZt;SrsZT^xE*CDno7twPBxKJs#NnMVqE`u2*{uz zWy+^0ycykVtZSE%bM{nu7v5It<&zKk^Du}mj;XIN`i0RfU}%P|t#}5GsUr_@N7|u_ zjo%=Kj8Y$RG%=40Zhi8d4+DGu=F`TBm}WDWR=J)D=Tx}I+t|o7p2^8FeHO1xtHgIF z`NDiQhFivDrzw9SK@w2!cK3V&J`0M&`DE*k<|;KRi0|yj(N3&w<2@n5PoyNmHmkh6 zjz_=l7sbN@7=%*SKQqqyE$=X4ZVanEi>SFjfwKXCKZ86tzhl(4a4xILq5t+^$u~EW9o=vBa3R7Rt>|LLZMW26f++xmX2mi zG&-G>1UKmeX$KgGIV3gc`3dPYDyp@w+GKLd43F|y3fos)`<;Jr(Ra|8_ zRyj1zmFqm*ghki>>w>{Ir^{f^Wq4|bpTRc?UsorpB}|nioCzhu%-U5hnj2)zZe&>+wx$zRw!aG`;WFW@Ud;c3zbIs=suU{RsdVW%MOd z_6$x__Qz^~gH?ABM}ptbmHi^jxKiEo9U*mt)E`#(vbTW>$@Y#@R`?!g)}lj!z|9Ic zvcm6c7g;mB)(T(JQYrjijq^ccI+4OR0oFxsUKIX`QsFP{l)^V5tSfvS;l?`8btNw^ zWBV)_wPlT+Sn~2hJXo&M@jcFmviRUWMQ62oAf3BJmz~FbKupOmWBM%>QjdO;^>J)5c7r&CL!t-|> zRh13Y#(RQbcL*F36U+HR{zmLRg663Z+tZ7qY&3|c zq@xo@(Gw`-Q2Wu9i?vj0r*S24vK9?$gxy6HAf&}TS{(~N%ak|Z60Do7aY6Dju<=^QBD%M z4Gd0m8~#oM9Nh_^lC#9BE%bw@nfyzSLr-di3esMQ ztZa#^l0}_E0V6!!u*yl&%3jtfE8B#yPtWLKl`mdcF4ZVYlIC$fP!q9}srh=a(o`yWS`5e8fi(N8YVypTuDz$hOzQgC{XW|`zg4b6oSzbK@Y5jY2&=fNSl{X>pJ@@7Hg zK&v}h4kv@ttbsRZfFnC3SFc@g)KQl}n@}kozi=|SkynLXJ7e`?PCbD%$W2{cYI#X5 z%=KBNvHV27R^3cKOm7$EZeC8+JYmJzOLs6jaojs+wofBl6MKCC5Dh!)dFuUsew8nz z!ffkPS%5GVu_|cic+t5rHcYCaQJ%`9GR+vB-bp>^x2zYzBCQR;H-B8^{15WExSx%rY;biO@y5HX=U9>+EFa`mIW_plhmz`EA*@45SGft~F zia)FkrXcm0$Z3_hDt)Do;(%EyU8nWw(rI1ZDW}zhus%=d2sci|kj#+ccdbF6F?bS< zT4k@elWJ>g&@gHFjIvHxgLi(_Z`Sw#N4Ex#Q|a<{wyd^QO8-%ex+jE?C$*&5; z`Y}8#fWbP7j^VLa%#>=`gDNdpLs0uo;P+nwWQzE`-+ba?J>BQMfT* zE@m+kx~neAcCW^R&j<9z?t$RP;?dx!OOS#M366O7=Lh2O<2D=`*XrWyJx#A!=cowmH_>qHk_O@>3WH+JFF?wNV4kFR=rfq7jYB23Z~1jDiu>< zR?>Xpj73Bp`3Z8*y6|PRj8fZVJKBrWFmOvsHPHqI$Pc~j0Aa}0Nd!K}$_GkFOh(m8 z=W&<+w#R;1+P#(D|JfnjG%uF6eq(pK^bpb)235&Qf^!D zZ=1k4@$BpI@1q9(T_AuZg(=75SZ=|J|YLOOTkVP?;1B=Gg34+AZ ziZk)&N;l>!<S>gAfUD_}M5hfS%1HT09(6xZKXqUgqEt9yH{ zG$DhzDYdDDMtQF<2OH-h+V=42i|ytAnTT?eX!)PPY0$#I-;K>u1Y`Yyq_2S^em~Lx;mwwObGk*lfHu6eQCM8UzM+8 zBMeqM=2_3pvaNe`UliZ;xBn5ST~o}@CQRv|E7M7mkIQXE?) z6|nJ%W<7ht*u3c3!*@A)_E-Sy_%1XCr!k;Q0~}q?=9={EfTL#zSg{%y(4=rhbseAf zrQ#Ym>m!E=b-G^D^zS^u6yu?nD8zbM(r=#ivL`ENYb@)CUY58jy{ya1yy)fAq+UL{ zQ+nBiuunVbdU@|2n0!vXm^^|gqi~LBi3M@kkz#I&tin;M24!a=3{a}Wc)o(tdh8@| zjMo-*t7jG88(7s;Jd_Viyf#%RI3P#C!TC6VBxHTJ5Umt-|5JY!LHFy_y=(~PHKkb4 zL}ybJQHN2Nb`%mv(ypRA1+bbPv}4}Z@JokPkUdv%gIIRp`=T`3mjt{vgn+(Ow*@bi z(-OW5Zj6RB7BuKX)~&p~IR9zjhU~eQ;KqSnqMhiPd|C=hfLaKPVS7PVQ`huir~_ym ztBmywhdTW^oA%GnI&Q0UP17oCf>q?>E~n)l1jFp!iEM8DM?vIQr^|nDoqXY8|7d)r z0A^T6zRHgIdh5uQX2jGQrkm4iO_ZSs4uGD~P1{60$Lvt7G|Ur9Q13 zx>C79#j#LU>j2dpv1c?IH`-7+!hI23`go_fv^)-%1|a)0oFAc-WSyPi%wCaD+)DI@SxYLK-tFi*eW=Mg4kqQZMFv1t+OG(~t zGqHQCn!%Q9oVq$@b>neagtQT>1w};VYdi)T&O@Yg<%%Wtiq78&rUg28$?~TeoaTZ5 ztp+%<2Y&U_kUyPP0bI1xHH0NQUh5Gay6H>w8n^?4PG~@_HCZTv>q-}Oev37TF&S0L zy1Y(qvUuI9n*Xch0Gh1 zKhTCoka3o1g-qhAw2wX}b&tc&`$>0&%#x9gV>%V-Fd^L1`d_9hqiHjxdsoQO@ww(; zW{URps&&xTn)>whJcazdp6&UAB1^VPrW`B>&XOUMtco<5(VS+HMSo3@>&#A(>$wJU zSprz#$PRPXy@WFpfYUSp(G$*?e8T@>vSWdDlnfAei?@mDkzNy2-z55(qL7|tp!)L! zu!K}M0nn))psa7F)|{2_JtTvvD+ET(#xAwfQZUgSs`a$+}{i za@wHD$MWOj$XUhF3Xaj(Q~1PjvUJkv;f*^lssKu>hXr|GB`}Up-o{eYTc66-<_e!h z-+jjrJW4mciIZ)-%kOtwpW8$yKz1Gf#Y8@drMe|>nG?y=x z*B0$W?`4Bhu40T!Pp(Y8{|iB?gf^QAz@KXXqKoI3FQUa2KF6(?EA>?Jqmw9eG+i!N zP?rPN7sZz$j#R?ZTR*T(q4TfnLKQ?5I>K{^f^xMb?4E~rLq#sJJzzh)n_P(!z00&4 z;C!p+atJ!tz~*2zN;grkTOESpEV}OFee(O9Q9{AiEEd3duL#9uXn^dac#ZFoez&56 zJwBE&a&j#ENRUc0-ZvIbrsI`#y2znneniOHQz0M|jg-BHks|SPM#>p2dD#Y)^f`Um zc_S5T?G`P;#=R?Ov3NWkhdzpx!gHdeN0Y{9%SD|*>9bN6U3Z;^4c`%%oRm5y&pAHG z-inS1>%}WNFf7}Uj|Wc|vu0xnk7zk;?0bTuXQxC_yVlfa&qIt8FrMIQ|VYKX}^~d?8#05P?Dx1=VKTQ^RR9=^0$uj zniZojSlANnP+)MH-|C_Gw^69R~oF!Lej`gp|^gx{;se^3YxkHT=*i$=}tHS%9yBQ}A@i%q+ z(B!6SVH`F5ub*oiJ&9*B$|s-8)(cOZ1|ENxjw1RV{q=pi{D3Y$#Kl%bU#Fi9a-e9V zD!dP_kA))an;Vy=5ik;U`& zQ{%9uJNt2~Vj!74Cm2gb(B*oSj~A_aDc zOj|@wv0Xv&Cj}8C#oHMMzACtPkdSK>|A7Doil?v)efnN1>%tKlil1c1RQjN;U|iK= zFFUk&SdixTqPHoM=2ZsL{7wK1G+m5qlQ!+WC1(?WUuyuO2hz@vM61?EXtkN7*G%LH z&kH&~Z36SQd$eDQbbhsg&L;_A3F&MC5TDLxGMy>!n?mVM}QvP6{m8*^RYvLT~ z4MFRSKtDxVzs5l8)dE;TTAKjqv~FjL2wBiK4If=~wFAmGK25suiP+~qieL1y$Yc6N>pyJBNUkDnFth75^ZCRixt#TQdvOu!slPAObn^G&Sxvol zCHBhwyaQaHhmg;mTOHTpwuoYuDCEQ7G$Zd84R9MFALf-F^099U9da+hU|&l1AaFEw zCgkH$`yCq6L5eI<$VcL8hcz_70fRl=kWY^c`5b2m`4rxb`Rq{PJ-FUHSGW%!sYQ28 zWbkR553dj_HCLAx9d*<|zqNYxjuN&Pp?Jwn?0>CZy~&;5v9EPX~}pxm*wqEPDLc7+W9#CqSly4Im&>eMpCXum3 zYdul-MRmB$A;cw^-tk=2s;>tkAizEV+asb9uA&$gu41vWlYZ8SA z@jJ2!N~ng4c!7M>-Bj1#wSj21)h($+BE6lgK&pdF#8K7xnIOCcL{(oRDOXh~-8=+k zEcSP8w3&c>C~Ax-fG#ZO6mE{5-}JX%daRG>*PR6W6`@Ul>HZk zijy{Ike)R~>TENdgF@b%#k0tLlg_mHD1gNZ1^FUDTNCRVhdRn?pWGy<@=qaDDZF=? zB=~Vs>p2Z8yGQ>~fcZ`cm>9(WI69^#?hg>jJvMMej&O2p^o5(W19CzU_MPKN_MJr2 z;EMb_UF1Ahq!n^&TFf?wZ@rs!JU+Fo!7wTW%>7|8qaN2)F?IQWGe2Um*$YLPn*F+B z^AKP+oxR$Wf~eQHcs32Cpc&WUvT>B0JQ*BY@{N*HY#`)M^tu5U*?wc0{gCt^pA`m2 z7tSRNz-d)FEP>)1d{MB)P-b z8lxlLC@^*8MAeZLV%0C^88%I`&=H~@Uod95;|)8HC^_?P3sHMfr$p_822tD9#MzzA zwyUG|T-|51k)5aTDePn^A_OETs;m>Ma6jdzVO11M&x%Y7R?F71A+04Eimm9gP)||{ z!z+>Kn|g8yb1DXc-UMK3cAFA_pb5ZdO1-qn@#s$9?Quqk9UaX%0_KPzAo49llt|{9 z96IqNyF|DX&Eb;rbz6vh`K0v&t8{5yBU_sdX)XJfg-2maJpL6{U;@5*uBUJ`J|XzW zs*e!U*_%N=WEj?jgQKv0VjG5FBC$2~(HO`uPw`cIruf zeQte#6qDa49(x6@m-n)b?Npl;z5=#j!5_)|H0rU^iqRP6xpt)ZDL zwYD9LXN3ft9LY8M72ggKTAyEWvI=O0x)n>+GjeD=5e6l$SMigOMiY&|}%NQc!c@?G(5#yW=>0U(`Q)6_bhsMEjTy~l|@-5Yo6ugS;MUTj4`DaN)^fi$Gt77Mx%rEwvJX=Bp(jes&IdU3xOdh@`yzT8F zjmF@rXYxE~kaEJnk@819DX)nojwX>;%N)2t3mrJ~F4j_q-5y>~d$~gnyD;`78g?d1 zzJMtigF)V~Gc~J*T|2!Ev9?U(T1_?W0PtB`rWve-wdM2Tcc;2a<%}|;c~%V>U_SG# z%Ue5h8dXEL`3Et6ZwhHXhIn`u%f}4kmvC{$?|H_hJ#VndWd&_{PmY{W66v;Ow9KwX zx@7UxS}U?F(0s5k++qxa9@mgFb!3|P6NBxZRxmZ&?&!LRU76IDY$H>aWLhErw5IiX zPk(6RC=B65N0GaNHY5re@VRYNxmHav)6$ohq3i0Cr>fSfxBoC(okpR!GqG zu@&&H3>#LO7SESsu7=YJFoC1N03F-*V_bVVYd!Fu5Hw6 zwWrOr&&Id4tP^|M9)6=goxle;`kuDuwX>&fJ?&|mq0*{NiPm~4iB=V_#PU|}fN5hrhEndk&mtd4)Q@>r*eW@J#|$l<~}*-r6xvNbbYutHKnc0WK3 zgbjUf{~8lo%a&OzXa$n%X%o9iD#yyD?waeR)3L-(vYbj^vxbMtrQ9$EyE+{khh`xQ zZ6c4#>yT(SU9Q?B+DwjP?8f2Z)wE@T^`c{v3bB3W7lbt0j%3)bjW<(%o@7`ft;E1F z7?!XrENue$WJ_Fm`9lnKdznOt(e5LU>vDTdBnfL5lVnK?P~8&9?mP0xu8JW2qR(Mm zk1@_Y2g4+czHzSQHaG6Npp292oeg7DrRs)y9)lROcM*mBaUcecnsxGCDeDs^!6Ub;>H*Ko8@*PfYaRq%Wh>RuhhyVKqow%j^umD@SBeK^ph zX04-F9k%xrk|lq>EM4g^C4YXwox~0Rm_d&|KQ4V8BB*de{APsg&8ABcPxk)Cpa^Y> zoC_PYDOIm=tXF0Q(jw8+ep7u{2JG9=_1K$WP=kggbqJq^y*@RxL^>L{#_ zA=eVoSS>V@*0jVWMDV@{E(BK zXDrxSct{!7t-KGDmE>~*I^lgh_PF1M@BxnQee7t*``EC_x|Eds=wz0*WvfjHS$lhj zBeC;YS>qp4QcyAck;99Z*}n2)q7$+Gktakm(!6WO>P#0GHo&_*e*WgPfLP74+5 zqQad`TZ`=TBC!R-(`XsYQwVHk|G=Gaw*VLvf^KG?Y{FS;HS;6Q zhVo@-d!GD;CtD%3n3yCHP`8>pJe;V*ZCLg{)w&y?3fi~qrC6KTZm{gna;)~uh78TC z8FyaJl*cnTaiWImoD)7{|7_L>AsJ!4%--X9C2$pq1@ zaGgMn6%KI!k+|ZgaL}fMI(!F^bi(s^YK?!E_5qIWd35c-i~u&4+L+XT5KTQ`vtJTLK$JkzPHe70`Oi9K=cA*Yqq+Hhq}dpw$1`xc z3|y5sI0nwML&+t2D;tnRNHjy5dOIdalTZdt0OHHwi|n=BWKpTW z_2HB(96~mlr4%lh*{Bg#qs0&sTXncH9chzwoKsgQm1cNxojjsK_)?6~_5GK{pDx*f~s7eD|S+^hAmOF7tJouQ%|uf@`5lml`g+78L60<3@Z8 z6%O$AAYW(bhlPck=wnIYW$NSQ{L{^Ry#?1pg;(HOxRoxq(dBl!ypk?=(B)O`y;sv; zuc6B!y3Eq$wRCwMT^hIy6<*KRH{gn@X>X+a*PwV&;Z1z|&3wI+uXpivj<0Xw>s$Hy zHe3}Y@8<7sr|<8e%R6y7RJaFM;CwGWcAwB)co#m03h&0XFie2nLw~)OF8A>-@1s9Q z>6iE8uU*S0hi41-)4dPSasIoq2wi}!@dNM4N<6;}h16=5$q&gqV!sIRp7_^C8Yg-^M9d1wm;OE$K20MtQaelGzFY4nvs+q!9@LS!ms`hhxtT66p|4lbhdgicb2<4%iWyiF3xiIX1Qy# z+^t#e(kyppmb)^`-GFQZ`YeN=Wze$>c9ucT;xsE8921AtHxuXZHRuo%=O&^R6X!M8 z<1Z%8VWJfi=O&^R6K9HO#l*RuD8$4$On)(PeolY=zwCVpoE%4Ww{=S+%ZF@ZjIlhD z!Mj@TuC%Me_QscF`H*Z0EX&v+3(f5A?Cy+bXV!B_T7$uuBNhx`>@`O|Lcm;saNmId z!5le0lJFUagak-p!VyS9Vjwt>@5}dpRoz|vs;YZ>x_fq&{Gy-TyW2-qy|dnX_3D*C z&Pxeb0y$zmOdv-bh$WCCiYE)?h)-3%%()J(Zk00X)#P6TvkDtgN z|0;j{RQ~w6{P7F?fP6nmKTazBJARaYh0EPw?EQ14|HQ9oXAw?b$B!lWv9GjL{;^#A z;msDM75Mw^IVgY^E<+nX!Nn)uUhT+I^rfz4Hx}y+ZI#Qp$Bd$LrqQ1m#~Jh+Er5G< zE@GIuVikQQ8gVDc*49mM9&7bYbC@8!e>4CJaGL0xtk1|c!&$4z>`y`+FUPAR%mffzJee~ z75$^Uv04l=lg!V!v5>D-D344*#MQs`4MzBWhTC)qFVZJ^sA0hZ8}>;u_TmnRr*GiN zDB|(K`ya3|kEAsLnTe=KULM9_gaSmv{wJtx7`~)1uQLPMMH=CH$2dbW#g7`(Gz4P2q^37$=JdD}5 z3+Y*Vhnv2x#I(r=f^MT*tfz`&yJ&l^u%)~mxst_=r;G=GKV2SFR_x9<>kxjHb!9PY z_UsSr*c`(VBLywuoo2%f zdwUWI6ZILeU|Yv3RdWUgGTF|xX<90zvqNMK zc41naHVSlQr?FuZKV_<$$jc@~=O9r(bODn4uYygbgXcUI?=Wl-f0!#F(^#{Mume!aNMR zkFo;t**==C`$!!-Q5Q9c7csQiV z7-IN)7=(;$>@mcUkKPr-b#2hXM$4PvBASRF%+dBR#9*|Y^Meu2x#UKW#4%@RmL02N zvAjoAMYInw@eIy^O19p zk><9LMq@CNQffCCjKs(9GLoK!$=~8oCgK%yKzkYNovmvcj<(tS9}9mGof zEe>5GRx$^4gu$MWmCWYjv(kXZ6If*}khu#+!u(aNIdOftCEJ_Lq^Z^6w~QGcW(eW9 zkHHMe1lVgZ!*8*!65`%$UdMeWoD&jHG4+K$b#>B_p^nU%@fjMLqN}5AWYoAD`C$#= ztn%?}wTT2vI5<96pXNZ}oR%?Pdc5TLI7_J!t}wpLM#Oo<&_2r|?yLWkkVa!Lo|@41 z8H~rr?`k1oFh)cX6B*tdM@I}^P$FZF{1Jwvgd$@$ud`YwqYn`olcx>qKZV1}kNCXf zIu0#AICSygmi{cR+r;%^-|yQGIrX=C{2z_<-~d+@JgB>8m-m2$CmU1rn3$QpqE(+? zs6j}El#83c0F$)KtKmCeS}V)>%48F9skzolEO%3ZvMphyj?{|k{x8Z-e-@E5lN^7( z7oDjET@l^=SFPLVho4{UC*w#vZgDsuyG`4Q9=jE$K~Ar_Zk!*&K=DrVaCMWCr_f-Q zBVnRM`4@qMC?z>sJpv^IbWgemt1smTt1mJSR&OnBF8_dwGp|2Jk5^LiiJ!1iVhkM^ePIG82;x6{ z4;iOj%81M7su;7ZT9z37kuI9sSyz~4^=ykRx56c-)3zySQxSf84^=M#XcVNFK!_HH zl{aK%B2+Z-8z<7x-Db9c)cUq6YW5y)kC7B&9M|t@BF0fJVh6Vfj60{y zqZE@uu0kmpfO)6bEaebc%sz?P^qOVJKG-c}PZ-F)jdc~Q#zIyz)oQ%i{4HAZ(XH}3 zcYp|`0II>a%NEN11tVg6Yy>Q1H)ET)II14!UEYlPKV?+cLUFD9C|UFechPztl~}AF z>fJnan3ner)AC+@qbmO6So8V8GVRzW2y#Y;!DA~ znU)1$d#FkWY7YzDjXY3h!)o5k!Oe#}2WFz$tVR87>mkjjndiQxKub~kC|Dx4D^prd z47Fz!E;r!fu!t&N>&fh%+UbiN+5S*O9!%oK$nG>p=KWg7(H)sxVLUwSc5)L%)8>`_$d8H8p4Bgb`m#7gH`ghPU!$Wl&+(*oI5&;O-HA+ z1qey%=2!vN^`Q=M>l9(wz?~V8?u@=+&wK8;JNErGUR|=irZ1Af*IIKk&8c=*OMAu` z{#T5@_{15+YazC%=V|S^_Yx>8O?y1aIuDq664D=H1@nK4!(Y;4>f0V<($l!BLvWn34c*rntfrcBZX@kFCG--bVrbH zFms3(&83~@R0J3AQ+wh)LbCAIW~z0OX_?K5`^Zb8Z5hZc1Md6!`bJ^dqgpq-G%5*& zuW%1LSJgMwncQHXXB+D&32y=n5#SEc2Jzu;EfY<0@;mn!*>78T@K5$@ zj1EB7)!gZZwsFCi>P0(Nu@nNiajar++j1JTJZEUWGo-T^sz)8RXj45LGDr2ahh7U_ z=;m42z5~an^3u>c(1;l|C3HZ0Gsqqa5jTK z(B+C0xUrJBt^IlF0je>IAU+b^DcM@YIgjP1X)mm>gy@C{b?Q+KPTU0TFphXH!w8>R zW5}hlHt(~T1O|3e2nhAdfRH}`ft7nBg{g2lSXFBplL$FL4@Ry!{t6b`fgfkOiWzJE0au#m6*c z1_@ZAPz#4u@~ck80L7YasAVM&wJb41ExkDLcD&fgkCqE__qA5R$sRA%k&`ud_gpI@ z{t`f-Yr8*X%^q~oTwhMa%+oB=@@_i?nCj5TVJAS!d_{=!T- z@5N{YQzm}O z(hL+lKzINX=CtQWOUq}gXaFnV9W}u)@>Dj+6z9cv#KB08Hr)AB1VnCt?_?pwRfOSy zr7#Mx(C@zb6;-hf414T)bC>5f64D%O!VnRqR=v&kP8{O;wEE)~?S&yo)&2O=!^67c zdO2@xFr>90%^DI|RL1PPEF|JXccU3+*^$XOiGRsCN!K+ITnuGl*@kJzRtgr@PG(1K zK7^FQq3wg)Y>9&u+^JNL8u^1vpOXMG(ox+S%zC=OHGT+Zf13uku@TlDDp<9@<`Dg76^YJ3c7{@nFc@r3|h|9y1ND z`&nlegR4iuBk)O3$vi{K^G3#Z0oAsOYDa{$vLb)QAb%ShOk&8@boiw>knivtIys`` zVLCT#FfRx!3USk^JRVlauma`D#*zrqEvJ+H4RU+sgCUUX)=%p+eJorTn~xciKN-?h z4E9o{(N`=;=5V>D(FKBu+Te~2nzzF_L)R7^8A`T68#0lCq4bcGo1{;*MXDl$nhdjs zU6k>^>M&g|;v$!Bv_H9IaM%rQu?-t2%1}r31{`ToF#6z(bApahGJ>2M{~XLa59ZvX zzjDpFN13z)+9Ju!InkYF&i$FzaddO;MSjL1b58MCJEM+$>EoO5?}U+fDXw5aJy5sM zgJD|ap9!bJ#N-$cBx`p}OvPP4)`%RWe-oLQ99AhuI(G%=&~#1Alevkx%rr53OaG2A z=zXPM;(GU7=|AuzwfLS54Th%Iw_j9quI9zb8xSSb&7c!cs^fh$%?s;pFq6fYh^I}!K#-zW>8wgk0 zzWa>V&#t8!wo}vm;~N$msa0pN&fIB!xx^T^boi@$CO7JZESCu75W6=SxEt9Bc(XxL z6=F22#oFlLW)w?w0J61+O(>GY7uTi5a14uK{RXIrXzQUiEVdQCTm1HNPD+S0!6jRW z--R7cRjnN1lZOGw({e~YA-7aPjLx$t94Qu#`b111GQ=p~9l}$Fe4ZUJKF+&=Z!t35 z6w+}FW>&KMJ&WveC|%h-i!_vhR?gS_OD=N;elp_NAVCq168{5+g|UUl!l^p%umOg_ zpGaD4WHO{hE2@3lKQB4yq-(+H;%w4lWnjE8L%SI&lzb_w!lAS^c0`evdeAu>W|#j! z*+ackjmAuUWRs}wJt#Lg4_0fFo3?CfG*OWcZVJkQH*kcqQ|PchIMtXgZye0f`QR@g z(hi9Ay1O$YQ-wTAaSYU|N9!Zmp$v*}4`la>$q}>VKz3K5K2|HvP|l}#l#@O+j<*tz zcZ`pd7`vOiyj%$BToVM;nf!8$>TkLq?k`MNQ6@Y~>Oi>T?k=&38Y&5DA692()psb| zh&VS&7!+1dq9_Lj5?jbNMU?7SyN&ci9?{=%h$c8(d-zLREcV8{$ui5K+Cx zC6EHWj@)Rs&zr@GTrO%{J!)2(KkEQ-47GJ51jUg&Ee;v*4%2WiPFDqsP^9v6g(vpJ zZkUr|%is&pnI!;uWMPz=Las0qdLoX3&ycSU!C&cK?6>kA7tuP?rj^}c$gryY6-Kg$ zLb~k4b|}3L!)tAiHz&+FIgbz0zA{1PpA(rC=>@?FJFdN(6Bb zQG0GL40zC6x+vgDX%%*H(OFQd@e`+rtdT!#9!F^#+PDEVna{#IrS14bio=H`cDmog zo*)>W74V?9bRgh~QNCcgob)*tyEhr%{#i)=tv{(ouVysrw}b|MZ=v*PS6!MuMY z$rBk9t9>>PM+bYtaPs|b;pA5qoP0MeoWu~%w|ZRvmAIpLx7UOtIPVGI(cV%De4SAi zt4B;d?Ruqa)Ov4-nMB=Yv_7NWrFhMMSZIAJItvVXM)T-x&7K^$StVAhL=({!%!L8= zsIw5Kn@VyTjrtKI(B^arq!iTuwGe0^Eleg7#^sV2DagyJoa?7~!k~-G3g->)1tBfo zT}F!o>C!?4NdBLN7SE1L3q@jEvwPz1UTtdgiTqKW7dwKvrT08Xit+h*k6nl8DO^ewZHdnhfsoFLM-D(9}zcm&gh zZ-w)Q_kx_v+`Ehxx1~!9HJL59(BeQ`S|}3Rn!PD*vr6>#i6)|p-j)8zEXLXxCr#qk z7)hJyl2qY-g@vTGv~Yidh*t*UY5GJPUlGAVqnvXJScY2ot(k(w1bxl-?u zLKm53;<@)&$cuB2QQ@!BrGgTcjD-r{h)V@UTwAkWkK3#gmamB>q6^FRc-ax09&sCC z1pGz11XP$_Z6V;#(!%tKBSytaSmbV*$YkMUbM7%JoZIY@Lv^x+3TLCUgbtOh*)!ud ztHkJZ(L@30yXb#6}naFG-hxN{rT62)HdROrJ1fBr~-uUJ@Or9+ zTu0Kv>j@$>nVgrP=ut$Mo0aY>-W$^K@oqD6{ARl3P||ang&c2+OAbY4TeGi^+pLnF z2SpRnrDv00dLpETa$0o!H6z)l(YxIPZ9` z2pRI-XB7EPx)f1DwAMnAzluu{MQB^Ie-XD?B}9*jCZY?`y8RN(0lCo}_w8P01o>6E z1W}kf!$OcJ)56>dA|fkuPCmLv09`(o%NM-oLO9%;j1cD^>5`9griBpaqO*iPj;-0J z#%)$f##y3?=#p`YeHVaCZPOnzgkP2}!WHMAWkL9*X<;S>&X3W=kDm_a6q&vIbN&Ij8~6V<_clyoR3m| zz5tSMFY{&UuS8b*o?jsAsyV9n*;*?zT&XNiqZ&{GQN2UkmuOo{9ff+5P?D?CBwm23cQc6Kho0603u9frOKLK=*bhOdmEr55z@ z(YrfLE{upHHg4V&M}#g8VVgXRT?w{v8)Q%6=)>K_9)j=1Zs~(!rBj@~;p~)@XG;3d zj}*sipwwy&I~Aq%MPlP)9(~3?)7Ay&2>UAx)gS8?i!8UW$cI>GE{kk&WJqj26}$QT zVnnBoSkS_N;O(Z!FE$|FuK^K5ki4_t_Siajuhv2I^BZrJTB%4SA8|5ccA{AslPA2; zR(!dAUsl7&(|IY_I7z!$alSeQoSc1d?s3Z@oEJs)e3JpeNfHBNO7*O;@YSEQ&Ro8_ zP8L;6jtItUye|$|BHd&I>`@J{7?@MMX6r!bwN4-iK6%i})`p%(y$nNoKr3Z5<>POOv=v3|;r7>VP9G$A7=z;L@ zjuue?1eM{TMGK9>`1(v{_h4bLKg+G*9I7?oJ^7Nai5#^ds|)#z54|?nrLjlDHS@1| z?Vu`shj4MXZ5LxzZV|+ouvL8Lg3p^y>Q(5>;+kHP9MLjjDBIxx?hgUbs5rESxg{Lu z+B2qso)^+d3@j>x@tGDZ5=5?NJ@=m4aSv(gbsbASHj<S&&opKw%v_4t6DCLRN>`3lxNzs1B}N^Ux3kVH zI(hv8DstpOfg)FxMjpA&aL#48(3|DtB0_}s8MGf`14wb+*%b%c>u#wRvblo@a^d8Y zVxyi#7+l8wPy(<{aRw(Y+8}lwuNLZLPB=JmOKwfqJ)Ah_o-Czixhj4n1a4zGT6_?7 zVEl(|(hY{jKMrXw(ZqAD1&w^{?i92mI?jZ#V!;{%iTA=eL)SkY#ZPS@8FCO5KaC#8 zI&%Yw4jmp(#k5FE*9SLnGCuY3d){om^!Po$$%*^Jbcw4bwCgOy{T}Nq&~*x%F;%q2 z*1_WmI*`$tm#%=}BWoVL48KavZR^UQs&0qB3p2%fbsWbfjaE^&_aK!3 zyRllGsUPayy!|j*JdBeXXX+buO))u71L6#}_?Ulc<)T)4{B-+lSNZ{e&|2jI$+_Hj zp9%PykX{3HR&VJEbXxl0?vqXmU7UQ9-V#(j*yAoCh-No(<=*AKBw?f~p9EdP5Ab+s(MgL=qJJ=#S(->| zrMn_HS6W_$n%zU$D>vZc5a~wxTLs%i5V>|Q*jh{?G% z?>?9o?K! zirw1))~5;`;MOLgn+7mN3^-1sjCT!GCkDJpbATqz0Xb>rxj*PM(7~+R&K$ALcnPe6 z)1_5F;j!taJhzy+`g;1-Wnd3da-AizRL(_$rNnr0&^hE9&yRK7BaU*(b{mTqRn=VM}$ z8z0OH|7p6AM}%tDIouYjJ^fC0PCqpvnwxbich^PPZMbeuWQS_7lglPrBy%I5trU)m zp?XG#6V_Sn1C%>dpJh1W1Tju3Sz)EQcb8H6%OMR1X((IeU}xG>XO+CnLTL_#>vDYg zzXvH9S~;YgUb;Hsx`o>rhRJ6`YdZnD?O_-(%Lg?`1!;`l(pkHTx{N63Nd zRXB;8kQk>x!dTWVr4QrTpWG=;X(>dIv4R`TfcsH62G@ibUOFV6L^v`vTA0coDUt*t z0$fAhi4>gd;o`Ja#>>S!C?e7*OrmOie|Dl=%{LrN-ZSfuPQl+n*l-M|5l8_RtFcAd z3Bs*)QUR0(1}%^;BX0$gA0VL4DM;B~p#hH4!F9D_VWK>Xlrbc+Rx9`vFcHkZa9gB@k?p8qlwYA7c z0K3sF%&ig?bvH5IyW=1y+oZr3CL?4YVb;N)soX(6s)HZ13Nlet=@6CQEVW<2TncM<~jsRo@@nd`O*+JB9B8U)*}gvkD~X7Hkxfm@;~GHE0*Ii$qv31-Faam3F+lp$I-)OJq8P84`dK-X2i}GGkmIy{1ua}+i8>{)Wu;4L{xV| zU5Z}M)zB7XnI#H!aais23UIa34RxKvLtQJ)P**pPlC`0s?X0uKi4Va)@pKfMX-7$Y z^|_1G)k?ijk5xP~QWM<#cnRYRJ_#7E!D?UcTuRszCJDzwItXIINYRXstXt|2=Zjc6 zhsJde^aWJ@7Kb^2J+14+MkK&Cq_%`#+1IzT*;wD#=VDYkn^PkUjc*GIgu{d~FvRR-NBECe<17L-lZ8$F%s z^1j_}ps8=f7Zw7teF0$^wXIeLv)2qxB5B`oM?4Jo8hUG$*DMzb-+hM2zepF6DgygS z3nIVHI&*c_a18hv47}MCm7EQRuW2yEP#-Fx%+|r5XdOi7sjCpccf*jyQvb6DT6FuZPb!);A;)q_cDha4-*U{3F-EbQT8lHiqRf2-oMNN?FDd4)C1-#ohHQ%?V zNVqkk`D(2=S*+yCat3x!d3Qe_#Qx+;y-~;`$pzon3c@m#)BRYpCi02p1dlmfuJ}8H zp@npDhw@vTSL6aYI-F_@U<9aI1LMK%Qo-q20p^ys%lB0qMJ(u3S8j3^{v0hdjuwEo zDhgm8trbP00ktpOH}a09dBK!dD`8vAgt&`I88qh)vMJc7<( z66;3UZ=ASXx77^w{3kCH3>zE>Gof9biF8ZZa9r7OI>9?he7v=D^!^?}?PPNM(Hi^{1rwf{cK1((k6rNs11CVUaLNhXC@nkV`~nZ60=8K8)6? z041Nmee&#SWyo_1PTcLviEF#2tX|!iQNPn?LziB%)m?d3Pqc;O?snyOD<1>p=fSOf z{6Tka{6CD<0SQEJ+99HRu=yVBC4C%Td=W#bAGrw+#4Gmn2S**v8z$PQBdd%5Z zd<2=n%%IOHb&^9`5sYj^A7-;CZ8R?Z0cqq1B*Vy>io&^}R_g_X4##Dr0vn`}sx;O_ zIV9m^;BVKCN1;#Y<=O&24JP3b;L%@xLwJ(5(1f+iHMr6yUWw|lsf50U0 zX(7!AF@K0hpsdO#K5bf+92VEUd`$?M9>3>}R<#3rD^*gVA5vs!b}%~n17tL8zE(DY z4L@zUzi7o7Ul1s_izgfs-;2;INcvj6jV%KqiY+_%r zuzlU_#J;cmHgX;LmSiXIuTB?$a!Bo-X1Q2sm^O1=GnyB09Da*>0`!~*i+b_nu0=h@ z7%0$yOlDDw?lg-!r*$0NqQ3HATP8VZa)9C>KE)?)jmhJS2`XWkbC?4W+a1eX(f5TK znuBzBBFmh^DlK!Jz5yCJUCaD@Zkey1U(4Kv2194+aoqw=Ly(n4U9(umzug$U-|ndA zvZL5uid6z^exve1eKLco&#{cLV-D+vPORR^N){82Zkue7or>^VK)2lLcn4!6KGzyn z$7-K;=EBCFFu{3WNC!bY8_A$vyK0#crsdGMcE_n2ay!6)9;{t1>B50`Z!)+)moD5Y z3>zKp_3gQb4Vhz)^Fn}>N3-p1LvAZSI}c1Xk##~Yq-Dvd&)Y}TC(HpaJIlATPZy5! zLR;iq@r@Aj8TnYgosMkD!grq``a2@k1TcHqW(;EQE`#@9 z79QS{8DFr`aRjBv_BLwhY_H2z>wIV!xmRq!$x{^-R6TY_{Cf?yyJ2^Z)RMjr+{9LG zpIy7U6}CNZ`o2G7n5T;}4Pt0+r2>6m@)a={^$M%NdOvr=m=Nu5J%>V~kv5ZDe@jqH9<$NQnS92=F)q_#ZHu4}~-zgXSt2_zVlp zIV`T8-rfNrgw^Meg2BO?=4jF-n`@Ugl`L#<7`z*l=N~;K`%+Q9ffzZ9ZJH?gGLb!4 zYodU|G{l)08)X@`9v*EL%P4wXIqV(|WLDB#Yc|9g>RBNak6!e04I3P1HtiXs)AK@l z58$`Xx6j{dcH-MKL+L7kKCRW-3od?nmX#>UHqKvYksMAmS90`CT>PyRg}^qX8yS*2 zL#Q(=s&g)56rzLMolVx4UW#-x@+wKDecmM^=X}3){otjS>Km!! zHX>zCMlWG9(lt3-I)8cZk)H;qFmlLUu>E%xk_@>+R5~zoU z%?#>zJVvRLuAML<_W#JL3|T4w1}?49)-tBk{|7;slnci=g4o3N9^yS=;d9OmRE*t8 zuU1m{E=?E$X4g`p=qZO)ioY&}0p?e_(bEk)dV2EwMo(>M(B~8#4Xv{UOTl#;kgnSR zT(<#o-E=S0dr|lC+PS?pzsvA7yHP!Q=Zj2-&*(UMot;(J94pkuigmp%wC_HX#m5=z zb2}(V3_=33%8}jwP7|)bVV%J=iw@V0%Zk}C?2@TpzF{IiP_LGY<5~PNQ>cs;%Nwq^ zY*X=ytP6T}Xe4_rm2xS{T#`{#_PxWaligeTFh3QhwJyAErrq1V%&_|l25@}rwwA+7 zpUyYtN?)LJX!O#=kI+pu!3)(o`c>D)_$eC%u&%?ul(5I4l(!fx%kNGnj|EpMDpj?qb7wq8YS3Z)t;Ks8gVPS*0%&}U_& zOW?2ZCL%B55loO7SRpty_-Mrox5#wi)LLbjJ3l2BFe+cvklOEKU_0jYl*^Xf4}wI1 z!}ynxe+|;_y+a$>pIi8!+q_y$6U7=f;!)&){0rHF`!3p*Hx5#hZbm|nlk}#4!^P*s z8k(e`v^WMp!q^^8YiR=qm&_UZ$5tA>K_rbv$UYw#vQ(6O3(mJal<{Ladr;ovXzt`g zKN2pVFC^R@j09~5S?keUE+>Pq4(o#d4jyvZI4{b&`uN(pp*Y*Q(J5~ajcjSh+89^{ z{}bsm(J6&5Tw<9!z*gQ|EjOv+s{4x6TIx1aJ2$1Pc5M5y?)3<@7oA~_)RoO^J!NxZ z5QQV|gd3e-+72g@w&hYNqA8u1w??^r=#O9VoAgX!4>^9NvbI#5uu`oIR0@-M%FBoRyJg|w z-DJyEtlERc$swXtgKW+*&C%EhHFGHEV|#(Bo6r|>%JBjgLPdZ0i(VCf#_5x<4St0I z%Q0&#HlL;s*OgIe_n40v5&tx#t4k>v ziET&*U+K2<#Ykije9?mgLkg8iFw@a$6B|KL!l;14$z{q|$Pw{#+38}XS(v<~mBJ3IH*lWP2Iu$$|LX?_hV;~(ef^JgvnAtttiGU_AO3YFo^syyrmhy0gViVflY)zy=9Q zq9hFttK=sg%K@4x-6V~Rc#_7N`AyQWp~29f51qwIS51vL0n-jDc3(sRtnn(=GiBvG z;r7>NYB(#0&Q$bb0mvuP^lnFAGRFQR#z!eC-$%b~D&McL&H`m8Y*tg5pSBLZsC5uM zjrw&6kT|>5QH;i0Y1w4CwS}@p;x2_^ zqN8T1U=ubfjzi890W)-%mhJT-khW3%jB!Uo@w0UhU;G}VDU?nhpmMXQWrNzTIPVxM zXoWJ)p`-IrX)n15oTJ7xPEsuhZ(N*TOcfc)!QtY2k)q+5ltSY)woIlIvp|8 zvFh|F)upCD34JJvRkCRsca3vTuTEizTndImSTZGrFcQ*5B8Bkh7KOm!aTS6dbmwnz zmN$Y4D=r(YWj9@+nfcybCQCP_1Z$L#f>^1uK;qkVBm;K_L`!bJU4us4VUQe59g_1; zh4!;1Tt zOVU~ndvc<9Yz_{|kMMWt$GA9=l7FPXg;Q&@r40{9UuXKx&|o&ZLvu`E^FoQj;*nZ* zLe$}Ql<#0>7+>TDdiQP2L3yIoc6|mrkFk(R8J-2CI#B+hu!G4|D&ow0$JnL{N8 zmbej=j4A1!LlLT=LF7Ooa7x4Ptb2iA5Fv-$V zSpr)Ij>=W+0XhvOaOWYFKNcCUSuA}zU+{JBc1Z%ZMN4C?z8gsbk1t(etQr~}M^6&C zwv!}*ts~i+8-DE0s;Cd-GqTnJYnFJ z`ArzGp~29iDa2^5!rCAT;?nVO;&fU{*u>#_BA;7q1Q?-(?D0a5tvovSENhKt2eikX zlus~D;!4hA=4#o?#KDe`cK}q@b+>or0b4U_95{#z%%u*Oo|by9fuN(ke;L)wx)U z5l4&5g@`(QJscQ%mpbjUkf%itQ85bTTAV$M&LOE_H)IgGX}Gk&jdc@;^StG4th>|- zlTD=Y%j_|1wW<%osibM3E>^~olr&SVD?My=8~}*|Eq^y^dHD{V>`YB!!F^UN?$l=rW5tOg2?I8>)i5q+IY`*K zLuC1;w&Zg9OVV*%9XG+Y2qy>O4#ptDq#TyA>`xaEI1C2QdnciuEtINUju`IhcY zrT{ml%M>cS`BaMne5Pay^6zgu1!RTn{Ey&!g3k>p!c|w6Z)}9wAP5s zy(6#qot(3%J;Qj;sFz#`kd}h~0b}xgA-IeIv|{peEKI&9E-sbvU~BfexXmgO*_xFk z>b{|1V-Gn;1oYi`44>N_zPObLIMCE&iQ#W>L-GS#Q9WM2+(Tj#`m}I`2MN$ z8{fB~!O*>WENJ5*5ewQaf;+i`wA;tYZgomKdWRb!exJ+sBEz*n;lqA!H()(W$J@#9 zP+@%IAmzbM(sse-3`KHiXG5h*3AAJ7rqEb2kd!-!&HE7+Gt?W1pzKU5eO zaTpXjK@}j}tW@2-650F&0yVO`Y)Zf9?bYc$9y_tnV#O4QoJIKxTx8rrc`4Cnh zL>X5)VyIC>PZSV?PQ}+)U28NcNJ{Y|cSy=;`sFf~MA=eR5t+-cZZk1mb8oP386+Vg zO9-||(Eg{abRt2k&{-;xpw@#YAeShT2-|1593pq+*N33n@NSnt2HZxaTPyA``fUtp zFb4gUKYI&NO`B0@^q`*r?;K)HN=i3`Gd{$nXU>2dQ6i8|C=(tmbsinUfGI!Bkx>S{O%m4$NsJ-j zDgCo#+5WH)8p z$!0mO-yOmc7AAv3t1}thVodhIkS1f`SuxqI7AB+dyG*vJQ%jQ#I}8(vxXw20cO>UJ zTeFhuIvH)e6>*z}l_qdN-<=1#xl`q{*M#RymbWF)z19s{4{Q@P?BHh@f$cNgcd`iF zIs3QU2C{7-HzS_hjX?J3<)*P}bR0d9eMS2~_BHOgIoa(9WaAK2;hoj-OTjxKc0L2z zKTAoS#0Ub{#$EsJU)Ug^aN?z+FL`M?K54qJh?(N)p>$`Ok|To$cmw1=%pO#MZGmsi zGy5kU^Lh&UdZ$_)xoni7anMb+mZ47O)en@{HJhQaPakq4EkLQ54~PR zHw^L^x#5m;2ch>CA;0f?s343yeJv8uNjVxEk~A5hW?n0=(!>)0l77I*zU} zw=j)qszXg(_GgQOg+b>oHUg69`2D(MtLZ;vEXqBa zAa?C=HT~glx_a&J(HYz;-P8Z?K!sa*VW^hj-m*nv<0;c)zf6}VD$xE;qJ*aM|4q_F zLOT81&Z0AcDd|L4dl(0QW-C33}&UKe3>I2(xynC%NfQW(k1>tx7 zxX7n_FH^9d-WK+gj7YRy)UbtHjkSetENXn@q*aD~F*=UEsBvZcMGcj$eep>4YRuFW z;pwGKj@5=2dzsHwjayO@uox==kMschV*lbzY!Ih~)({BSrqg{4XBJ~8!ZHOj6(YRPpuL+7fI}N&0#u6iOT=ECLi?;v*Bf$` z!coLt5sGydG`znLjv(dLo#33zn}o|5uL{AHVUw)#M&b@arsMeTGeSHV(s&F)C`;rk z7D8}H!j>@jo18xkm{0a#2KG7F{1JovoeK}SZf=A@9YY5wsjv~l&;cndUz8vb`bvdI zoUHhFfxCd1M;(jF3f0EX;1w#gj6E;A++8j`^qE+qz%Phe)4~NcE^gr$Z`zdXJ)a#* zE|PQD7r{jH5OjNVpF3&(KI7WJm{GE23elaWL_e!_96jiEnIt9FA9m6DgSkW@>1uth zMc{LUWdk%#x(gGR@i5%l`3=L_ z&@k`%5R(-&;svOiMT(GI0>m?@l2*6%Vagr*_2G(_&x<~Myy@!0rRY!vYyyQhnLZTV zY5H)H)^RuVp}C|RTOZn*V)`&k@Cbd#p$$Z7cl4p6?0Fi3yP^*{tWqE9l${rScsbXH zXUwlYw4uS!huX5lZKq*hq2Ce0z9pr~a+uU}v^kL8$PM0}IWUFi(}g@1EySsFv>ZX% za!2yDVt%xY&4i;>92h@SMX?t8j-J=^(*?XxZWcrXw2csZ73E<`^n9#}icWO463Rgp zP!$@R2Hobc{(+ik`H2ZCk4EpJ@j`7dlYy&8pVe>*Q@WpU72w5;f&QadVVx@9DU&wXpB9paJc~&CkOly zx|x)okEA}<4(NG}EGdxC7Kl#O01GfI{;pzgHkBVR<34}Bj1w`}tYN)zZ2WZyd5x)t z2U(fo;*Xg2`ff-Ui6)&DeeKy zcD}ODJu{yn$t$=eUdY0~ZfavKZn`1J&99R-l8|^|M&6cHULX)$OY8+14A4 z<@Ii?>o5M2X-uSiMQ zqS%MZrx8rJ_Q$SsIl=}39jsfAOE240yuw9~Q#(N1VoGx_YbL(pNEa3{k6xr!`P;Jr z1B&B@0~Mex!fXz;<}c8%NFt2Aix~zj{{HIgP?@`eU`eq)!s)@DFbF1Cqa1=5`dnE} zXA%RogCK9Y+=ICFm225e|B=92hl3O%&sB&;Lg-`#V)r6-o*;P6YXarTrK z`DXL%(J34)=yb2hl5V^*MDNur8JBQFHY%($up(IHf&1S*R3h`9{Gj@ZeS1NJk{K}l6Km^&V0&CM4TPY}&`hg+ zOyc$@-FEhb$@;dC4if31ODuYbpmDX&(;vU*O@VwI9SNOCvr%csHpV_N#u%Wh`OemC zj|4sPX)ya4gQOzFE=#yoC)@SFiSV2dM$tL3w4(=7{!^HYNctB1zUUZl?fD_C#lXEX zvM#l-9Sz-OJ6lzrjzGKF0Bx3oR$VC2Hndmfe54)0{n8aWNe6gq_be3Li#HDPk%YmO zNMG2P>t=wR&}y+YEA>Suqm5^)*mRYgHUs+Zd{Km(K0Xgf#4TvHwk(Ql^cF=f8K6Tl zaXt}Mhp!Jb5Msd=`MTKtDB}0}=Epww(=39%;($%(TTAS}-I9qdT&u5K=!j~qatBa1 z7I4_3@H3M3zjK-4EOSMj~K=?_xY7#iWq;61>-ANX9+QG z>mWYHhi{~LvB%LgW8i(9>su?J3h0>Q-Fw-qpa+t!r#0+v6%BynJ8FW_Vm(7oinO@Z zLW^~*vxKy;br7ExJv(M*3i6CFQa~c@z=`OT3zbPAAKCUrUGYTzisAechK3Yzewzj7 z+gN7_ac=7%KF&9h#>tHraFP-D8)qfaG1e0M&N1tx>z&hv%CjExJO1!e`kXrw&tkxG z%<4XGYYBSh29CJHNOfySgE1y&<@P?;LMlFb*8#pTB68Tcc~cw_y7^mL0|N?vf5@7M zGAeB2zL6m*A&c2Mh|gl{4`9EFd(stniT10Y#ND=o3 zEx2#7&JyC@)X-sWZdZ4^ImIH@!yel#8YkK?aW0hfKH32~jI8zo#e zzGRNRnih9IxR~Ckh~KN?IwP)kifawmQk^ahTy9uYYRVr+@MB-;sJI>z*I9b7xO5l& zSXO$0{P9BZ=x%X+5w7=@UW{w$9=g1QF89*qrF3~2U0&|pdjvXw~F30KeO1iv? zE-hU4m0m5bufY|uq}S5@=V4`}bicU$I&pnKTptwIIdOeRTwgD)Z@^Vz@{Qu}H__j} zL6`r9%YCIc;|iF66F>Hz)>C>5e(o#%7Otfnb@W#H?QL{p((Uxh2gKhW#Pz`fUv@eCLkvI(Ky$Qpx*FqjvC_nXygAB67xN+FZ~yp~9*;0SOFz*@ z*ercB5S>2-W~>k_!H}AzZ;KC0eLNtYu>aH-Sfwe)g}F58dcvV|`1q077Ia@GrRSxc8Sbji@=>vZ`VU4EBBSf8NF ztM10-KDumw5iVQka=|^gWa;ukI?Q;ME`LWSzkG)-JE<_sm2|m?vPgRA@?mP~19bTo z0rO2G6r!icC?Cpecf$S&gH-YRG zgmHoF`{_4<>{-ISK=#`S_X62F3F89U@1x%Yve(VxH-YS@62=9x#Uh44_P@|Qf$TRB z?gg@U67B`EHxcdyvcCIOR}NLTg7na>eeL`@Tk={jpr-HLV2b(TiJBo?gN`7O?>3w5$k>m!-I?Df^7IGeeW-3`y| z4n)`81C=Psh^!^tXyog6T$#x{YqUg$?U91`%+2-`S)v$AR*WS}9!8~Fo6eVU{&bUa zlkjX1-5fxm7$qpkSUy%5YYGEdM2wvSj(VGw3Py$Vu0=~?C(l^5RzsI)sop>~llWTH zrw}D5+}abg4v;P6#R34O2m&zb@YWifck104nJ9yS5oPmZW6kMiIgfQ5S?$7~%Bm+q zopEC!UlY}W6!?6Gu)e{V=4wWhbeKk@oL)f;8^8$Y4ve(N~K`qlJ+}A8?b_XFWKU5A2;TWK8WHZu+{i3XJuo zFECF0=X5zyc^*68ti$ogMv5B5fmVhVdAC?bQ6lU{LtKmJ=v4+BFkgsSCMB49`L(sg8E{m z9tV=prWE=iDi|Vns92e3qIe+IQ0SziBZb;*b^`SR2eZ2?a0v6`*`ruifrl!bH&2SR zC6xsl1Ea~))8#BhlWPsmGH4RyK6PNUzIca+T%0#tF4wcq7GVdO=|xUElE36ePp5?eTJtt_L; zZ8JYvm}{*>FqJ~BTjq>Hem9aus>R**e^GWi9+69u9L~8HovH4HMVi;Tjb0mLEl8Dd z=#&ve(rR7XUSJyWCDgYt!TsY36p%D)RH(S8i~kpChzL>wNh(xCz<+@Brdyw4DX&kl z$WosI+lI!ABF$&+zSb%vY>yY}Q`MtbdT(XKUxz8pYHn(z-dftoPuAxS&9zof;jMvc zvoX^|jWVogod^1U_e@;APrvv}g_e#G#`P+w7Uj98hP5ckE1zLR3e+LViVKPEGzI!8t>gJrpnpMq zlkiAHcq0o0zbh)#M}@~UWOPG`YOqT3>r|K*HM*Ru(Zv=uT6#M$a$o5kxZXWidKZ2` zW0u~HpGozl6%B^|NWrIj9w}LOr8HZi3je*R%#WOUX@=!C%JQt@iC7|?tv2DbRZ&-h z>X)Kygt#FJSO|~a)!3f9=7eyb8q^av-50+KTrXDi%@uSb{eHO|B=;fQn@r7TLYfWY zWd(>vq|nYD8!Z0`ZdUXN)IDJxc*@n z5>nFEL3~Oc+%043V|mJAB7X@->NwN5Ni?Utj1z(J(c7KCiRKfhMB}EM)is>nx$_uyyb` zt%K;!fS@Ke*I`{5Ny$V=-=;esmFaNLJeDr$4P*_wbt(Er%hj)Mvdb zh@A2J;1lFuGf+9R05vqly8A; z>}i_Jx+__A)KBwj9Eq$GcQHS3M4Ww>w)}AcPDq1&S2)19T}tif-DMnda!A98Sojkb z7Uod6EPM*bc?W>&hwv1i8VE@DVasHbfm=z6*n2tqs( zn+0Q7s`|3#+jbyKiRcN1S!fYcnvPQW!{aU&CiCU~>?i_k`SNs?Oi;>rqu7hk%oEsT zovqJcvlNo6Fe&6mkq5Wy8hlv9?yNmcq$gmmxG_H}z0`cOQJqHP$i2fhDOqP4CM@e! zg?fZ-<4p`wOaB)bFXP+^#!Osw#h5>oh4CrN{9#Z#g(clfC;%hFHf^(JLNaFJHzUz0 zmon}GHs@if_mRikrQV~Ae8IXPNv6ym(Vezv)6hDOzSMhHHhVSFA(4)HaO)vDsR*(< zY$h~`JI}|7*W@Y+dB28Ae~chzK7(D1*b3>%C6#U?f5eF*^?)OKlwU%*v!atBEhlFo z2f}3VLBb`)Ni<9clG9nbzUVSl#Ud~VtF#$!MM@x0Ty?)j+#p4eB>zW)RmzXfRRJ?k zx*0&L`O@{$`CYoU374TK^;vOKU!PAf#F}&YXnt0nQ4hz3GQi>0NUv$Iug|r^WITFm zgt6bJ7`6EnP|{Biy{LnJ-CpI)*wL44fS(T;U=VADtVXLdM<4x_89U?HaD1Hh7%QnP zx(z7n5x}@%>%MC0v<=H(i4>;J3q_!3A7wFIp53sgTG;@lTgK{?d+X+D#PYP9U zW7R9OcamFioBvoDaGO_1TC3bdVfybT0~PsNeO2~qF#Wz zI4(>+%{S{_H;n(E_UhnRUl8ksOjl}Ncw#s7o2GDd-0CdWI@Mjy8*mn_^s@ly1-7bX zudd`R=2=&qj8(O6Eaxr0(}dsXIQnwl+G{<)8#P&Go?9%o7Z{~4OPA7WQE%-VO-L_g zoxw2CrRZwkhBJuMbbcH`kQrG>T-8yeU1VYn(@i;&YjpW6tt!JRew{2m5Nn=Uw~iAR}Yo#GcH)65VO)?l!IC==POu z2M!~L?FGiWN2zaN*YJ@Ag5RACb47)QhKwKqN@Uk?SS7#dRM00KXDKpWyXJIm*DRl3 zyT*nFLnEh^X3^KD^mSh!($Yfq0%AE6${vYSav9%EKO8NP%~Wev5dQMCx|5E!losas z%Fe@#mAGCuVgMO6IzD0gA288*Z%Fe&TpMB%DGz@5`{qQ+VR2U}7x#Apvc70{ZU_Z9 z4np5#Ncp{Vk)qZzqa)>lD9pnK&5_F)B|r^C3wqcF{aXw}fqFKq1C>p0>)_2=2Z0GR zy@s_V@^t(9m?)kz^$n8lv`$|TmG$j%leJo->dPgd3w88qbBP%{z4^xJH_9Q%ft zu3=;2T&g`|B>rAVCy9i0i$z#DM1jJ}U(*2Bh1K2C!lrlkCIj^s>4K_6FgmE`hA;}( z(V;ldi@2=vc#IR?cb{Qm)oW69T2(4kbWE&qa|)#}u;GQlo=EN3hWA&DE5MT}%XQwvu~qI57?1E0kB66Y105OV}||8>d4coT{BJ z;hkB3Ek=NpYj+HkbR(35Jxgk#a8L^GqT= zV`JH8Ftj8zZ)_c`*E$F^Zw%|^svX{jCNDe)H^bfF;@c^Mv`e+WsqX3|-ImF=Ymakb zgAJUM!B9o+%-(*we_=?oi4@W{i$dZsxC-esBqlI~B>+6C_`PP~!Cs`DKg^NC37kmI zY?Qc@!JkmhY#r!w)(HeMVUCWDc9OK!X)897)@_qcx^g;DE|JaniR=;?I^z}!EA;hI z99cL*EZYiUiaPRkiW5b6LNZ!Wr4m=3Q{>e(B#TG|7<5HqiCuh#k(cw5;S?>U;qe(u z-eS|h7ektip(s?mV!K6A@bSBf!iZP!*EBG77ibMbK8II(#sL5GbOBc;TXeuLiOnet zk}!0|5E``#XM^NZ3~dQDjI9G*Dm#H7Bqi4t6VaoZdRMKrkXf-okPaMo*3I-qMS90s zRP?8p!Z-RK8L)IOn*R=JGbH>9%VF%=%XvN#Hy%_B(Pq!Ol{BA4D` z^5z(>&Sk^r$}xt*R?>bT4zA8*xRPZYwAx$tR~Sqiy9Lv8qQI0w%wy|L%;cif4bJnc zWXB6s&p12YthwnNIN_>B1uiFKTvWz=m>D0h35LeYyM@MEEodBJoh6(IY#m&zbr9X9 z>wOknI#Ec(-Sj3cEtdrJmxTh+KVw)wz{Z)PK;CA-`c15}gjlzA5FhK=XUh^Hz6u9~ zWY?3{)nfbC8J6#0fTxJ%=UT8l#X3ufWm^Y2mUYV`Y=>)zkz*61w$t5bZmwo0aXJ&t zZPQ4ZnJ!>mM6vn2B%31xsg4%Qg~R0nYWmdZ{ewL_dit|HJLz&YU3T>x8leEMtlSMnDZb0s z$0vec_hwor@Ox`}P*6Cib6|Mn;^mAxI4jC2e^I8>FIIWz>flS=6%w`eqhXr+Nu7Mi zr1GHfH;EDm^sC5y~046OCl- zxwlcTtsZ*bEmWN-TPYmXOl$0X&mXB4VOcq4!N{n}XUFpm|G^NV++d}ER9d`$N1=d; zha58$oYxOg?q)}f%7J@C+S$>aF^ER zX&IhnH(c7$gQkmTbR6BKUB9;|1WXp=eiB;@G#4HUr#yLZg*FBNbT*qHCO#Flmj%%M7bBB_S zMifk>;PhSWmYJN&!+L^IG~Gn44Pg-B4=OP!wqC=eL4j&)rSqKE@%u;sqtZpv`ykOod4y#uuKEKSMz-Rp)?^=S;zDT>HZ3sui%oh78ItplB^ z`V1A*>9H}8q4<*L!{3HFfG1s$y%E(JNS0@C>O&nz-QtuXa2o9?s1l!Khc|DQ&obhT z!{Uw0vj?|s>(34iZ|=`tyzNjXgLcR@ZcO0-l*uU>6QUM+>b{0EWWdON(1mJFo{4cm z_G;(YBze9qb`L>glW8R0l-tZ{kQjpd~*0pArNQWGp0I`k*u6(V3!$$v?&vuaH_7ADT%TSWQ(umuR8XvDi|33%^ zM|B(FQr*a0_Yo+7dDvTV?|WdVh*L-|j;L`Gm2?o@X?rWSY8^-4Tk)6Il9wo@U6lXZ zx=l)hR0WO{WI`D~JG5hF4?BGQETsW*!6m^LRn48nx=W;gR=dxmc_qo{6pxX^P8d~dd0K9My zu_ElAWj9c)4CK99vPKnI?~`DUvYm5n^X&{Dw;Rs&179UUNY8J~4D9h|bvoa=Xn!1Vrg-FMnRJhL0 zGugg<)kYu1r{H{z2#4NbCsEnd`P#qo4ir!4QTC4FEu?WMa*SATZL*LR8Ue8yiU<_Q z@h>86LubpU*vHE`^wAJzip`;a71C%T4*i&gLpcO4hpxwYi{bR>01x_Zoh2Y8*T>=x zWA}ed7YAyGPIMd`>Mpl2a5)uHlx`cif5vbdXy``UXlU!;t6B%qV|RU09rW(oh;?9D zh}#u&0!v%~$_!NI}ozJVc^gL(})TPfrlZMd(@UXMNd}&N;$wPvz+hp!> z&ki}O5GCm(a(AMVtO(xSvax5Qh~`Otrih{MnT+SjrsNA6^LDQr$y(9{{524J9>PD5 zTmwr4P*-chEoRj*@VuG=q(#-Su*3JmS2*=p(}Gsg8+J z>`m#io1)lb7Ite(v8@NFppAw_1PI^_WA%-~DJsC?I?lSgdO?IXxE#Mb1P8I@_=6#h zCX(ZCSP;u0aOF7T1sAk!nEdq=#nd)7gXk&Pnio-!RJR|uZS)(D8+J@$33&Ym&3x?W zOTR_-#i1 zVFmKB2O_9DR-mHOcQtec33nnZki#miK%Gtj6KuLx;Cb8%TxD8;_M^S)rSF{w!hQEl zT)t1g{eUh%q{~0x;>6(}qsJEFN`Q4uq66GIuSrWP1HzpgpcUx>Oc=q7QSx=iT@?%1 zG{1Q3FYOkhY)b{kdQdkOqMrD)X~`KKM_-6KSFSAO$Htmi(91WVT3usE+rAk3CX>>2 z4}g%%v6x&k4=4{3kPs_Yt(YT= zuq+T>t7`l7B7MOi?q`GGb7~BTl_9k>3d9ecWzPxhjUI8_zq?Xw6!YccU37qPw$H~8 zeI7%Q1$To0LhxrCmA2Y9I6k4U zCyYSXhjb8wKq`>F+(IA@jcbry92bua5Z*TDG+iY|So>6*W&`AMhPA*+Hq47tQBPY3 zBU%U18Fu)V8EkuyZk(&IntH9Y#r#7=!BPAD+@5k8?!ToxzZ1zi(1QPY6TQ?pPL#f{Rn@TevFGV$^Rq$Ehc#z zKN!k91$W`-1=*XMUUIi|i2RCNzs%1`K`@V>5n<%g?y3^d4 zmunqIcVm_yC6Ui6;tmu2cTnqsiFx0Fa@id>MB({u8n{9FCy^V%VU--E<2gWWr0a%c zxf_z{mK$ON*w9el#ewI(4H>ODEbAA?#I6cNvyO^039~t+Byxk9j5zuNmgi_;EU(gr zdZA({6%2~XmlZ<_OMdO>tIbs4A1Vt~m$1WwR@sV`v2t@9W>{YzDYESD!NOp_RBoH; z%}af@m~I`fZ#!I97@Rz%Gi@JmYwoLz8~My=gw!$$HEvIGg7!aP()USt_*-qI8a!QxtQ`mWJ1I0FPB%v4eqfNdauC2b>jr_ZcVrETr*7oN%Fq69^KQ6Z)cyX$R=g&s{s+5O9tb%X5aFv@t3dW;N!p zW73O2I9hg@_>A+;GeXE|h|<%;dgN>r{wgC`f5;FL3Ec3lrt0PJx}vvKV2h24zsTpC z7!+4}*fuK81sGN5Nug$8`Ac_lpkYJQF?s zaWm4z-R0~&n8$BnYIbE#WwH8=$<4?hytH2!kVE(thNDYKM+cp%b-`I>hQY)UXt0Xk zmSeTP{0|t*91Cea5zB0~undRAWtmkT9uq(wHS^<@3lDE^0G}ZH(&ZEUN_@g7#gWGu zA(8gAQEHl@DbU{zGqY7h($+yKK?fmun6|ETtq=oQ3KpB%*`>h}UAye0X`~^}7m|4w z)+xyshgY#}Y3djg(@6XlIlFz50ma$P&^yb773AtQ=~p`U7!Q9wq|rp$W}8LZa0py& zqfb!$Ee>Z4PEkgUZAc$u@Fx^2TL&5)Cj-E1A` z?A8ecAzIv~WOaW)@2YjK%uDbo%K_Jnr(#lTuugtx&Y7^Bmyw=oTaIs+lVDpOH&O$- zk(03VMW**=bR0b=0VMznwXtHopk*NV?la!a&ZQdXQ27S?-)X{i9_tLU79Fk~mld;P zIN7^?`G$%7K)qTw=yg8p&Qw?-nO!NymwUl0AI%mOgw6 z4?C|5Z<|kn?OtZs-NpdsnxPX-)>@9_n&~|DynO*UE0c1n4?(TW(cdMi!i}Z3QaAs1D#peXdcicU4U+O#ISmIx>!|gShTRA#A<-_w^okVsx#x&qZQa3A**4Jl3KP% zy^rTTVm3$h&RXXcoT+B1rmgLTR)hKd@B)xpLk*94| z^{MJn*I{>a8rtrgp;4AdK7}OQNsA>6wWUY8?l^}U9unQ{V+EuKt(&Z%1wOe zwBk8dPU(G7Vy}#*Y5H~B^yW-C8JwttWORL$p_g^|yBsN# z>*RUKl!$$>XDr{Ks`ofslztS-g&CZkEN)E{>r<$OFX|||-^-s!w&PY!7uuKjmviCw zf&O_&oO@u0tJc2D=p7s(Nt8Gzy3=U?x6wLIH=(PSCv>guRzjBzU_*&%#`|rTz^=~a zaxb8y_5q>C?#_%%VO76S8=wOoMzTYhOkZ{&do>*ZA(YJpVA%mTQYn9TP6!t-4vAZv z#dY7N9pc`w@176|ad(TjE8kal<-5*Zk{jQ<@|ln(U%Sp-Pq=&^$S#!J`Mz=<2{H72 zu~iJJN8Scz0Da#z$Kb70gzGob*GKrck+kj*MBLq1AnTa88rsEr*i!ngxh9*<5>Fg5R-n&~!`~HrqmJK?V%8YV~1c1>mw2bTiZh*Iz-y3 zI*-@2rJS>UVNbct35f`5k%A5~B}MG55OSA?+Zz)-H;*^Kr zm8O@;W{XZdJmt>48FU6?cKx|5o`Ss$@cAfIe__Cb-qJ+@PfDv0{2?un^W~uaJM^$82usfjc+guq5b(r^M6UKt!rVe+Pnd0eZMw{* zf;8_TmeTC2s|6innC$g6E-PFmSs^k`RyeZl;X^+yDe5YDK3znq#OwE35OpXnq7?pZ z%|0(~vsU~+wD=^{!pA?~4gjSn^f38K*PsZbMD%0L@9h>Xe#b(K7sW-IqJ^#57sPE= zr$vm&##=qjdU@PYyxVKSQO@rP&{DmnY2OqHD;IGrd zK_c<}Z83^8B}Wx}!NLbmGhd)|l;CF*c-X6Wk{E8w{Y=E3obsN7A{T@QENM^J>D(se#(N~ze$eWZ;2+Ni&|S<^JKRW@VgcS{CwUK z(2=N}@`f%M)1S8BVl_HTXiQ6HI6*|MEvF533%j4OVE3Zr*zFZfq$p~;x`lw>vmju{ zyd$8MQA^f*YC8oEo4aOb%x}-@7FIrM!OE>^VdVr7y0-J%UERX&=PcMgnjE_g(L{8i zYm0#UyM=(yTM+Q-c}GA@p?g=iu=4vBth_xftehZ1*LJ4+O1H541q*h+m>j#mFPcbE z=)To01UzCvz&Ga|0j=dSnS#%98O(B&*I~?XPjm|#U$kK3Cuw2h1QE8j3V!VyyJWO~ z$%5Te(OE*H{bbQZbYc6`oF16n$^)~#-9o^ZEeLq#yd$7PVY{MR*!YSC8^4woHc}9_ z7)|{6>0m9fZ$K`WchW>_DeCyv=WbZyDd~m=~=C=0+!`* zrbgJx>m4DSP|^##o$ODSb(@vD5%?q4MJ=R@7zstHoZBB+n2q2;5*)3Ax{ylZ(Sy3N z@hie!l3s7M&(@zqgwBg;87W{R@iUKIQaA;W+U78G)%e;F`oyjy@rIB_V-Q{CT>Wng z(Fp>F=&ds>nc30d?L@eZJ+`)?wZzb3K&(pS*qS{qA>Iexw54#FmD-*sxT`Cv=^FQK zi`5e+(WgSV$6(0~?epi|Axd2p2A6_nq zOuA11e$<@XCl?C%)xIq)(cw%aJT`j#wV+1~GAq4rYxXZCnS=DcVN~oF;t**=M%3** zn!v3!d*En4=S{(`ry*TY*=v1BqcM=KH1eNXWQ!nhW$UTgfNf9-fR3(Gwk#Cb=Xp}4 zc6WJ7MJucrM({*(W~0qh1Z`rFT*;ZO*-qu`c0TQ-ySq)3xC^88#ToKI223HQPbDYc!vCVNEfge=~RTc_(HOCEUvKIztBH6Ri<0e6m7-Uwm zXKS`o+3R4A8*abpP;C3uB(Cio_u3FnFr+Igd%Yo~(HKZqvh_8KY!L*mY?*VMgEy{H zIs!VnN_o#hfgLc%Nu{F6Ss3hzNHm_pg+!& ze;mR*h9E}g$wxz)jX@VBivPzViUflziqEvUa=t7P+g#TX4x%cfzh5W}sJU)flff`J z6Um^BD1RV`5`)%C25rrDDucJ0-j=%qUiV8nDiNTGUfT(8*>7~gsaq4$Xbj9NDSOl+ zWdwmMW#)wEAdf4Tj)0D?T+Ux8us7J9I-h#cBrXgAi6qWOpv8hfG3c%&&em+F5_gEt zdMTI9(Bw{Y?SeYvYuqzMlQUwQ?>d4%>U{US zg@RtqcUv^+3xhL}^w|h0#~}sxz0fxS1KI=9eu8QXraJfXP@gFwW3K{81RWC%|@JK zf;cf~t|ZOYtdz7)MjLW~fNd#4E)RCnfwN$)#%)`5lq=hvG#fH*+tPVJ+DvUBt4s++ z^z^V1aOwPVh#19INq-X3XbkpLD(M>*l|&G@Drq%U-m+?;j^K>0h5lxtAic`dLY)*P zQz^5Wo(e-xClX|2ve+mlJdv5|C*Hzt*dtWATLROZP@FFLX zWNTzgwv!;@@UxAR*pB7kr7_s9G@5ymW;~ivX0fc4KnRdTFl7k}g%VOoNLa%XXiI=lw~UNh{FGs627=vihg`Wy%RY^ zS&n)Si-yLpYXoMRzQQ7+O-?mHYoi7Ffex=Vp-tiq*h-R9vg52J@@TTKAz9V?) z#iB@f$ccn-hNzjXy`Ih-M=@p+@yAfd^?2F-%Ptf-X6B1C zMwt$S!!cYaS~?AUMm@-`iR^Tj(L*nm7~M^~6nC+dMe){D-bhcTz+oz=)T)TU=$g(> zboDy5Ayq8d?ahzj$vf`HD4x9IJq?Zn?_nf(4`UIlbDaQ~T%ATp#bzJx zJmioA$*l@>iIQ2a<}1clV+8*aR2!FIOiN}zs%mD-=Xk|>)V&59KCJJg4Qs)`%F z2|#VSgm!IN#XO0VgY-j#ZlX=b1t@Pff9!A_AL8q!o&S5uqD6X?H`Oj4RZtowc?##+ zm{Zf0SsQ!D%yg<+HjNq6pbwA&j%^vMX7d?9-#xesbb#fkmK?HB$WO(MM`^XVZ6X_a zt}iX-sJ)7)R=m!*9(TBmy;Ek@rZ9RFgX1h+w_KnN3+4137+`v6s4!tNdnlGr_u3wTJEwh^DbIw?sG&OlRlox`j-xd5ae6ab z9!exoEP8sjGFdDn>?s0?nH{(|-PIKbqiJf!dH|OwAt6zlN>bxL!k7dY1AR{Dl9FNCcu9(vll0=_8-<7ww<%$x8qq})`-q#c@&5w$5t@&s2+D*F z`k}>yjiCOlMQBGhpgYu#ES*%UCkp&O6Loj+FN*PO(4E&=n87KrXUtOly`jt`>%~1Jw9X5GGeLr z&kA|eErB|}7XjZU0O6v}R{~JycN8F49eDwvPOx|(F@RnQ!vNo;SJ~UPoVa^iO#aU! zn(pZ2^=yx*Iktr5L96g-UWF#+=VEzKvyEc;FLy?6v=`pakgL~=M7AG9V1y6Z;!)U7 zBbsbt5nKxUs{jh4@mqUr&5kIF7P(uPze`oZ_~YId#J1}Ga60ZN9CTufTH}_8Eoec$ z+d8oYHQOk$?QWkgr4iUNYFQ#tZ^TMBNkjt?O}2zQe;q(XG=7_iE+Sowtxj~(kF9#P zFkf4M6C`8b6a=&5RLyxU%^A`|ltvvN0xgkL(DGc#%hSZFyZcvAvyGC}<#8+uHnAxA zE8Z&t2{P?P0$2Y1n*hX5wGP>!W))-`!Gj1#Z;*g(X?nU{@~ABgcEW}uSGKcVDU487 z%2#8JnzvG}P}Z$@cFM03if}!Q5CAVD!Bz;owfDnpRH3 zY$21y87er=TN&Lo-+u?%7tmb#p0?UXTq*yb34!ZDQ#=u~L&p(Cutq#?mfp3=9CF~^? z6hJWpc!fXK(-?Z_y|{Zs{{NA4^z|Tbl|;@5I}RtQY%fFY2L-y$e}C z==;!VJWekby>g+jXvqN^i{!Fni6eKP_AK_1V@)h|YI@o%WO}f`O6>5hxOdxeQLK%- zPXVhF=J0O9>K(NEB%F20p|b#jd!Ste*O@htT=H}ute5m&)e`A7wBM|$x5x<>eI-D> zKX?aUYiaNe>^>K2LtmiXhsYv;817$d>?jsUJuKiqBZW|O+CJ)RKcpD3Qp5^Tg5SUn z6sG&QA(*t!Fyo>xq%P5?s~Tysq;lm>@1c5e>7j+frSor#y$AgzxVWPME##70A;q>( zqOdDr;GZ%_0B@`>>lyVl9Pn;QUaV`UPV_riuMY1@mpCi+DRdStETA-1?Gk}{uR zWA~Ek=UO7whW4yW>!H9Jf!`9u+Hc+|{8dX+Xkh2MQk%d6?Oa4U0R(ds2&QE6rj;%g z3$s(v8dFzkVyr8%)|e?FwSc2uW+sby`Udxkrkb|5Y42KnZ=u$z3#T3^|8`yNaHIe9yWTOI06S3a!MTxaEUTAXO~jaPOMcmheI2Hymdx^DfK5l?6oNw1)3 zTV@0+|9Q+bMvve)2<0gm*m!JIU;c{%Uy=}iQ`8#iS&eH%e>N{yOR4=PVEOilPMWZa zyJ<8x2EbCz2n5gENlzq^Pf6TtX?cT&^BWPUtKP=LRs6nh_DB*by zj~z=8Gr$Y#F-z-kpXue_DT0IECPinUZxH|6a!eBnPeK1)3G^etkLE?@1|-nk&VKA$ z65XeDzpFL+fagM(V5(NZj+4<>%pkGHvqpw@TX5D|)fjNwl`5kkyLKv%f6!jS402Z; zbU^-l=q$j_Q9UK#mCWlDjloL;f8G)eG^94(Qg2Dlkq9SYrT^%i#MfGyL<598s!bt; zWj7w;Ao+r4pXSIPLgoNf^7&4|vn@%NhLa$CpBniB`%%)3+-F%gs;5E*iMKvYt`jQc z{)<=nL>6Di@m0uuji``U4H>&g6wi*&l0bYSRm!HuVAm|9rcA>um5QaZjh_ptRG$5t z?J>JGp@@xb#cHq`ze)_EX{GWK(TtRZ8WGRhI~Nw)lCDx22N8tSDWM~$6~Zs#shPY0 zngqXGzz|Du-$h}Ee#WjP@$&sHH~#M zS=2(RR@ND%s>*%MR&)j7+EzM{dc=^JzXW#f(Mts^YAda=*@UY^bmy*E#qALdH-em2 zxwPNMP*f3-43UwxigFgV?r^pMp%|TfK~B2~9CNkApwV3|K+%}N$C|#IMjO<@X03x< zY*hW@{Z(ZRWlSX;h3iV;F5{#zWtPjS3A5k0g>iLunoIeO4ugyDBqly;WQtrvi~Lo` zfy}UoWXmr#cHyJqWcw)FN}*`nS}j)0GV075Q`vHP+RW!+HnI1HKCYGK{E5au9+uWT znSvp54B_rZ#vF%X2ga6a#h6LKhElA&)J90lesWcFvyzmN7C@CK;>)OC?Eu6cilPnA zeSv?+BN}glI$X`#44@7<6Pr5TaC)qq0E--{gn3J383dM5u?8)YWl#srljS+rXHU8t zgTww6PU$}i2-d`;Bm|p4ESIs32O!p*=&VHu26fOp1c&yU({RFb<-W2p2rF-fEN)c@ zqNU2)`lQ;WxHD_7g>B0Iw%$nbduG0DMnBhuAQEMavfk~L z8__S!tQ1WtJ?eA7@}}*Nxf5>$YVD?4v3qc_@GYozY$;ttve~IU;j=zGh3emYcO~CyFt>f6}eE7b_ixwr@_b=fHI)t&2{|=(SvpJSZ zA2)iYiby0WnQ3y(!C!_f$5gq}o7e&Q&)8KsGB9|okKJ{~CPsI|7%(EK&;UoLf6Y@P zLF77P6SopYm7Dnqy4W=7r%uDz!cQqGbs;pQj2+#I;=8H%9)wj}fEDz4W|@MS=4r4@ zViW&+qC?(}B$bBlusyl26Jf8vcF`g;m?5k}9Lhu$I@Ww{Bc5uIBmJGm7{X+{@5kgw zKWdgEg$MvWxu2rN+PRg~#K-W@Fl@T&X+U5K`x%cDF?en=u@G&`5&V2x% z$L4Eid54p#=DzVl0G}7@oAm8lbon-2p28&-llDm?x^L>^$YNxwu)q4TP6_k;?ZVngP+nS1g zu~s3-U3KT1>^*uJI)jd@hl{+t?Xb5QxMg%$Mjc2K!o?BuZrOxzX++~;T;NPVjB*&BcP^5w2cp@5VjJ?N-gwob=IJngrG-vOggd`U8&-+-x8b1 zRqb6lcfNNAteiDpJ#wKZE*p>&j{llhPJbCD+_aqD$SDtV8W#w`p2ppalC^uNgJl6? zJ^}8<^|sG2c~#Q3`BTj#+uoThz>1o*d|`V1q(1v)0}d3=+wLwwZ`+=d{tF&cc?AA{>tL1v%{|aLnEFgGTp& z07a;78imBJ!!f9XcWWKQcR23wy5`h*)3H2`${R_}Mc3P>WU#ihDEPq_#q8u-HGxU) zT0ItU>=&s%V=AMV%*lHGe} zkvwz)wVsi)s@fpyCZ4n!JhJ(i=78vIR|@--S77P;TF^G)dj%d_wAu>iT7(W=^F}xV zw&WGy?zCO#zckE`?-kg(xV>J1U1Xo*fDp%C9`dCDufQhTD=_GI1scXzWk4QOxjsFy z@D|6yIkOppTLP{NHb3IvKCXtv9zmfNA3g)la5fMRoMQX@I~r zKPH8@WM!9gRlH26@Q|&iy;k-iX=Ps%YGv<;WjzQCzP(SgtRLPBezpsA$|rMSch`$EuFFG;Q{&~}}Q3^Zdh!^qY$m5dG7Y00$CUBRCpZPN_nn7TPR$ifeO%uA0R)yB(r#8`j7?PGn>xj+CtM(*)* zaML?hrrK4u*dj3`a$)pD^@J_5Y=)QGOR?S`#FW3>rYT##V|V+kN4hJNMAnYUZVa0& zeh`!Wr&BfAC4E|CLvyP-5H?Z#ASU|bQ$JA`!OLU%j#6{baWHH~_(9BQ`GcUD_JzR2 z$J6Dk3&_DVw|bkx=87N0T%UWY<~q>0nj;1t1(%jY;2>tAMBtES8;?+sDzZoLXFCe% zNC6QFU3QQ`@@f&GKzdj)`)gS^MPmpI+4-3#iQ(JBK zT=u1Bi=U#q-v97&pI(%l^HL|IvrdFUJTdH7$b22g4~0nVp%O+cK5BcV=Ldn_``b&G zuAlqKs()ttL}vi$F2tVozLrBYe}tS2PijW&Y{fm>jCB+jo-Y=s*BL#d_&(YTyNj8w zBC8N#X;V|k^MOI50P6`o$Yq#Lq;NV8ReeiQp~t+Lu4Ib^kAZ`wmnGY@9d2BVUm7la ze(F{BsN_nxx5YXXBARYO-EckC{~WLmavrwgvBc<+JX=1dO;;DwmSVbcrhG?C@{aaS z(%talPx6|kaYM``3N$*8%B@immJxxLu3;o-CTRh-P=j}r<;8W~2X!#2br9cme~{F2 zWyGY?YLwK(o?eQwt z$yBCkhgYgaYUoV?`_Bk)v=R2-41oP_iOyPteNYF@!+ys$mudj|sZ<6@g40|b(6dER zmOSlrPQ<68r4&<=wkB<9QLNRM1^C*yR^JL(t3MN+wYXM69W=jI)tkIaK;<3_s6)V6 zY?L}&fb)jx+w@R5f-HNWaAsezFo9Z>smuwaf1;X#<$FPjs7qZOy^CLnHPR|mBX(eL zueQ3UXbb`$zA2Wdjrj2G0DSnm=&VJ22+-k}wo3~a`)|e#}m7wh|gPp8HEl3IY!iT&%paibZ0JPj61X8o^i52^$h(?=` zHe4zAI{_;uXJCu^-CS}g286`GWm^&&EeX9r13yndsYO%^>Oe=eMrM$^b0rYtVHmeb8^VPG2vjBS`7i%?ZBFS3_D)(stvTP&S${P65vGb4;C$t!8aS8D~4BkqgW1jbc!g z(>aFEJ&ST_{-|2(kilO$6PMxKIA15|Mh+Lt%rM1wKfZ*XDDd|pU#IzcD_={v=E`)b z;Ie0NuBtvx;A1#9!`G91ouwa^%Dw^ zJ74GddLLik!Pj5MRYCHd{P(-)@86)yyK%WEcR#L}^Ly~I_c`6U2k<$Z`%PSPqtwxR z>D&A0@*w~65PeP4FYm{6s7V+g$F$eEkTn=;)*T z$D_FBj?yC^pi(o@b}VE3<0d`llW^m_ZY6QI)54;K!e)3bVw8D{wDdjrup1w z@QcT&R9iMMc+H?RO{iOnxhVua26j^~0Knf@Fd=*a18@nTI#xT+9phBCKz1qLD035= z@siiQwfHJ)FH!@XiZj4~j^Yimn)_-fJddL1z$xVMLpAp`elhnC>f@hOGr7I^Ew`I4 z?|Tz256~s~Yq+eV%YVNam#69S#9MIrGF@(eD=xRu<=lI5Ih!u$&Es+oU3QS<@xSQu z>-6V5U6#HZmqm2>0v$~LIl2rzfXmf%`8i#FN|#Xzi9JS_mrw)O&}AnLZ97lk>z*Oc z@o?vOsB=8bIUeF14{wf#Hpj!7;~~xQaOQX@b3BYW9>N@VKgV6qakq2a9)R0a;`Gcs`U1S z_&4?OGkk!;|D8UtAo$2Vjmzyo?EUk(|G`(ZvlyOZd@RMsaBi9UV+H@=>=(I}`1|&G zuz*(+hxj2b9s+l)#<}>0^0RTOTqa9)j#S>MIjY2Q`I8WU-bok7lHe`zF@`izp0~;Z9iYDuGW31p0_roc16Phx0u`4Kpfr4J$nO0PbM*^|;5? z&eF@Vd+v)7|89Fn?3hOPt{qleB#)eBL~F!hKB4$V>6f;M(h@Q)w~HknxY79Qb9un}_%}GJk=3w+)r4F zC5AL#yEK)VDi&D!PD1Wup(TB3$K9tOj+kydWiAk2GP)L6Ckr5VEs(uU?vMGtgCpz$l)i^h&Adhho8bs+t+=n6pM5S!~-oV%Ef?1Bg2sAnO#7=>w0EK|U2 z4(PMd=&}|XTH6eStD73?eLUQCb3f<}gZJ|IcuuhIj!m|mibGK_h0P14h z<;Yh{Ly?9qdmOoY$N9);t|T~JHmk576f@?KLG`%zU!1`EaE0OU~5mbFZYMqX62SG&%8G5LCiV(A{Kd8&EtqTNf+ zop9?5yK4Lm_p9!F0MHptKlz>!UQkU}s$egeJ&Y>Ze2UMQOc@*x=~9TZ_?FM}(&)D( z=lFQUy8AdsoOrNf~8G+;S`8HDZp8JtM1rr?pajQAk0ODKg zFjGhaD&@fSoMEhj^Kh^)wiBEsqqZit%28}A-?D=9^bO?V;07dS{8hw4`Y@xuSn{=q z=32swn|yd7M{eWAbCt!?4;z6a^4&J#h<}(*2#B<(viY0;vetZjmH6iE6v9cCVOV|1 zI9jAA(2~Kjj%%hRzGTOD8a>r=6~fOfosGNMC{H7=9r4*kqo zO(2@PlkN2(+S8(|7FW>UyuN~sNFEWYogYi&E9XFjG#_65I^@BUHrE(f!bk}%ZwdBN%&e#gIWb*c4@VT7N}3J=y2)7Er<@a zRq*oQ6tKdk`B(zP{y$Oz#3ks|^;w1ET`Pr%_M$V_4Z%9`^R#Ybmm#VdSE+RmTS!fg ztN*y5_-klfY#{KCITS2b5t)C!&<%tM7w(?IQw^=n77a*YET@$cGBMUBgjck;fXp&k zKxT130U6XqgHM)Dgq**pwz`~$R}LqA%^*Dp$(8ii2%iswdhMwHo0=%kw_34105-AN zTYQAh2tEbwHqdeAwlH0KdD{d~xp}oHNrVtbEgJid;%b?gl+zMdLuVRSOU3K9y_B&%}1D zuBbS~XZAVl+ur=4vQxx>`()DHrSlfoS2^{y%P1zRX<0}gPsmISb; z1#(vo#%k1;BBj7yT-FLuAgh2=c9gV+btL;XEH;kfsa9zrI~MT&jZVS85(EDFR$TjE z+3}=<-sL2KOCdN(%O;#eGRko4^EL^|AIJN;<+0Yd61!o0x^D-U81zR$Qb%9{blPM0{0)1N* z>j;S~{U1SLDI8vd!~2l-PeY_kCk%&kU=+=BSA1@(%@@i=l#VS?2Vf1;scEz1a0AOw zNk_HV45vMykQS^z6l)>5u3|`w6OF#{p=S=T1rbESLT6A>E@LZJz_E(#zIP-B5wyXc z@IhVTKC-EQ%jP~~uz%y#ea4IX2M7C%f&Oc*qU+TI#}bs;U~NZ)ejZzdawFKL2*YE7 zpi;ITGX&}(s}^Qb)tSqTS0I>@(cH#x&(7DsQT1_Iw`P)f<_ue*ixS1Z2FmHYW+b6@CiNfMZxP49B+(L z964urS`sc~5E&G~5)I@CU5g|=1AbEEk*PGB@U+iM9|>2%eD17eG$6Z8B`T;}f)1{X zXfg~1Bch<3Fp1rdJ?h_6<@jx<*0m&xH4QW|8`*)BmO}74R-{efY%UR?3lNiEZ{Y+* zJ|GRBHG^?f^(oGR0tbvafaebjgN9u%XI%`MQ>6E1o*FjbDQ()EH!;P4wSX#oKn7@dxX^%tUW z>KEeT5b6@_Ckn((upd`J38EDr`)PxM@&ln{z$I|HDkuRb%?BtweFi0u6--!Uz%)ta zF=8U1_ zCDQJdvJ{Pv&1zL-F^JVZ85LqZD5b_{(YysWf0!_ZRYZwLp~%`9715=c2Q}0UlR;W> z%kP$RRop?RnUKA#y(;3_Qbk<0uqt8@81x-i2Se>;5b=|wb|ouC+tK0kfso9eOcj!F zpujw>lD)|>LjDp~19is;wW_j|J(7RJ%4HqrNT7z(f=>J*=sui6V(Ty&JFVS7nTd*% z+wRW}fm)*Hhp1bEIKL`rp^dWnlU+-E-pIcao!M&1^IZi^pPU$~d|M7xN1+&IYu9%Z zG}I^bq3XVyx04BYDm81&q;RMXFbcku6O?COCI@ONFI3I+WHAdzOP?xE%i*|LI8ll- zaK2&{`xBPsgI2l+F)^hI7Ylsyj{7;QK0E&89q;L77rDnFzPl>_DzV z6Exv!NQDNGZoa=Dn!qOhA?QdU`abky#u|C+?47ey?46DE!B zh~`?tqMrm{ksP~?Mfzzd@~JkWLeP+YNz6Y~l8Z75I*Hr6gF1M=)jr~CTB;2rAHybdN8rMZLTVSBv+&*9QtVh4&5p`vvFvZVSzysjC@#* ztVx2oTl6oRT%gIWz+|y>4NUcYD@B#7+A_iqX)#c@1f{*Jy;J=J2BCEG`0IL}4}}|; zwT{j8jn*G&?~Gl~TKpNG?+JRe=~Jvq6i&Cq|ANL?5CCbB{{?lR^S?%B5T0ukxXt@S z%GQnVhc86-W#{bgFSc`(`~gCIGA!`pz&=kj9HM|MBYV6kBfF7XtIEorhgTbccswDe zsj{g8m;7UJ4E3&k-hNl`mNQUdcSZn|6k#ia-Cu#!7Qmdpa=+qtG_Nmiti5RQ7ti0ZBXwHp+*;%BJ}6p9RX-PV141{p1I<8f-F` zYZc1uJ7Y3;@$$PGdW1<;Et$;aTopm+cp0)6wbx{Rt~8l1Us#iQ5E%4*QU^org=Fnb zT9Gcvlw(LuDl4&W3+Knf?XLBV+(8yo-N@}5VvnQbpeAcFRWgyzfJpx&%<`F}iuBjY zlw0P5ns_rZN1)!ogTnNE$qOB*Dz*Fkclxb^zK-LE%3Z$0c6lK5pG+L85Goyl)<lG7!e)vPj0Z9XJo$fDGqjGeo{5tDqt)Xdt9Pz@pZj z)3$?%^rVz0s;-qH(#0B=QFv;a+;M4@k%iLJWKT{_nI-rs3aDa0CwY};!4amM>Pw22 z+R&bWR=HEqx;hTDTGz~LZ&XL1ARg|TEnNSDPck*G+iF}b3V(DfpaS|kpz@MrV;zt} zk6sh<=yw03FAjNhn;x=uIt@%MxsrbG#)>b1{<(e4QcM4Qy+E;0b)&U#GVV^(KVPeL z9AE!D%S9HgbcpyxP||y;H`cG@SVAY<8U4zI`+KzMhwW%B=~r^D3d3}`hwLQn)vqp) z`qhes)vtoU;M*ItQx$5TItZqZ5DyeDnIh4U%@rw&`%_{Tbx^BYxoLo3b@ls4e;A^pd4DR8a3WfJ=vPs5!Rhow;S)|SUZe5u^i8+lPs+@A;p zm(oiZvPXz-tV*~ngh_e-W}AzB4xI%k5YOy24b(-xA>cg6%O+2#RyLOhlnPd zKpNNebBIvIMISc3()evj|FZhDC9pec?jamCDm22CV}k~&usfvL+G>);Q5vmSh+Ah{ z@;(n(9I6VSrGaf=S|s%&{te8^&I%y*p;((@B7Me8v6|1|Sxq)>;(Y<}|86g8xDX#Z z;ztb$AwZ*}vT%gd+JY<`Az@1vA1(_o{J_+bD@o=24=so+T)NZVMb1TsZlRt~(XcgH zn7h+B(b-zZq3D*=t0lV<@Agnx7{3TgT2H+(smrm1PPj9&unYGdZTexHz9m^$&Q)QU z4)+ii+g@4tVkrx+Tv%B+2n;@MryFAbaX-#Eo*Gj^ZpAi@Du%Dj(WNTMzW1kLqb(Hk z#fdBx!=Hs@3*&UZ+23c3mx@y?%2sfcat3kG{fUEQZK1=mS;&QWnz98^CEU^}3Drsw zwkFk@F;O(eQaCe#${fR)U{Wz0IuRIBGuOpI?IXzG6K210V+!fMKD!Q?bu5E1{3ZxE z<$5>iRLR+@tPJvlotUpA!kY!oOYu0^FkAnPH=Rxp6)Y!e>>)%KPh7h5LkqKc7Zk#v z)Z@nfjbzDEe_v+|;%^n2q0%V3r;rrDMUtojQn|u5Dm!|^dL)&}AqJYB;#RC654(pg zXi;v^3*EVQ6V3xq7r-EO?_b!Pa8?jT=$_QtCd}PwoA9{Sar{mAIog71JF)*~K^t$N zetA2VqY9mRXSQQ^1@6=U(UI*~&Q)#4`U-?_hW2j9&y(Bns)gN-gTPRCJ1(Kz0GyAr z*m|)=N@jw53f^W5<_x7)WG4z!P!8>FPnC}wB^EQ9DZ+nBUQ4;jqG2Q>d8|SxGv_Pb z_RhZ1KX3D7TV@XN=X4Wg2%#y9fvp4`+b>t3Ph*M`^ zgO&8aMj^i1f&U(OzW~zSW0x+o+>d`J2rX3PX-(SW?lfudZ?%r&OM7qGXbdTo^N9L{ zp@{+fK>9#J|6ve6Y|?%pOZ4+_lqgbb_z`jG)f4u3VGQ zh3|~4>*C)}G&Bg44O%ii$+;>@)A284S8uPZ`vNKJu3lJKHwX;+-lv11w$_n4R0OH= zbS5e85h0`~mrY@hda&!|?n@EDlJ!DIgJKqa5uBX}9esQ!*rUd;d>zLR9lc;jaca6) zh0)B3SahmLC^;+e2|>6UKkPM)OMx_uW+LQiH!$>xynn7q(OG~m>OCxws-i$#jX@n4 zSezQe?oXaDrSHJP!sP(rY^VAl{fSqgf&lTW@q2Fk8DTLxgf!3H)Cv&yK$)ZjKnJaGU9k(f>j z_>toHcos2-c^J&oRnp@bTaWcjRw~owp$!{wyWFo1k?Jp&CN^x^z*X8!FvkscyCdbw zRHfWMS((ba>F&Nz>(gs^mKlCi6EKq)IT}SacdnL8ba61arF<3kkU+i3h;AFIP6h!VPf{J;H}OCYj|Os_Bz1-_O@C}6plKqNCb)dl0cX@wh3V@ zh`8J9k|+Huez)k%zr7wFhw)(7RBD2@$XRTely5RqEFGu$V{fHndWtzS%|(zDWDr8; zh0Amig{ruq5jIpDEs=s5vY$%mm*B$#^uWepEJ7s?bD~(v-iC-Yeqk&{1|=15oh=z= zVFH!=*?fu9WJ=jI{DfsXGQ&1;R@o&9+Y;H2V3HyUXA*-Ye_|2G5g}M*isk@bissZ} z@i46Ogi@6hexta!LONf?*<{Rh{oRr@LFTI>stfZ-`?xOxja>^WohM@}N)Dqh_&JLP z#4QBKS7=PCdvkmoAVV4A0?yyCLTMaPfw%B8aMzZ*gK!tr_fA0&Qn+e@AGy}PrE#dQ z4c0z$$)ZJTjhnJWb--0W1`qj2gsGDgqkNQ`P~=24Y&UMii5gpQxrV>dWy{862}Na8 z<(7WiL=O$p1^*4==LE(=)ggdN_}Fib~Qk#|-Gp zZ({8_R4`AX%pld?qIKyvc1)UxuOQje1sxsbMa-9)6kFZlGic{s?=xsusB{YL6uVYJ z-bcZ$7r;h+{_5qHRQVyXJ%pMnTeDGfcbd)T5v}9+HtNUYvZO@p2V?TtL=4^(>lwjn zYQG2*5;Di9UO^(NlT|XQp6#AsR|v8R)S=bAtO;d zOA=%R=u~BxRh1cOt=&@6Z3zbv-e{jBiX^FGF=I?X)1k7srD`4_nym3zRX-6oAm+e_ zu}o!8l72}F6a7c-YGnm0BlFfZ%aR3_GnuIB0a9>bOe>B%VFQ-o=p`+{Ng9y8Bd9{E z207h;bb$>R4~Qij3w%QGg&#$97)FvohIVB-x-pLFD9-x&ZAo1lu|H}XmV{QARY^Xj z!IVwr`Ux!c-}vo!;?Bfl@U|>e{N{y$crI`y3M?U9G+vZY(AxU=Q<&ZwUrM>g ztMFOs59r?2evtgVMJa)fT1I-IL+;A+(R?#rvGTHyEQnY+c#ADoUWyJoo^8V2X;gYi zypF96_q9sTCMN#DLjmv7VMDO@aD=~w7y z7Q}*J<->YCHKIa33KVdsoHun&4i3p7Y=s>Y|8aR5Y%+DI> zyopnCVJ=L;7m2bGC8LKehD9sKq8F$6Vz(npBYsCl1?Nj>_zoLtTcgL}G1syo2As&b!`3KOkKe@VBKE?bm2v$B?)5;_q zJ_M~~xQGlbadEP~99AfJOU=T*DcJJe0@GV&%Rx05#{SHv=hvaL0B7PE1nD?}u)eUpbt;s~ z&3zHb6C83>|BV6>-onv&(-TsbDVk4tOwDy`ODv;}1LOvBQ5Ey8Dd1*POn%}NV828&XBvIr#IFgh!s}H^xkS$m@0|{N0(VaBuV9RO>z)P z(h4HcV_2`WUaJ>;QZI@%C;~*r$pnn~0y}yv=?NLtN9a7{?xAIb;-0r+(V}DXxeNHi z66g;(AxJ^-p1#=DP6XAKa7MUi#kc~DujBZ!L1*1EnT1`GvSzekTJej({clEa)F!kf zH_GSE7p(Bj?dzg5|HfSV+g$}q%S1Q}^h|p?bT$qhrATPFmYZNC(LEAqZz14gk`bZZv4Cp(aabmL-a3N~N^p;Z*hJ5|kB zveSSyrzRn=rjo^3Yn0-HGrqHF*%3rbM{-h(`xkeb0=Ir5mb+z9&(*+R7YDcE)6My` zkB&07jiQJqLRwGSf~;k{Uq(;JEo}KmVWU|AhLXGYAzX;d53|i?7G?M4+6 zSoZ|P)s6S~GQD(cAU>TrytClg$TVMmK{&88eakSQyfYB9V*b+ufES`(*Zx2{JAB^-W zJU1!s>99N%A+*-mK^{1zIa<6E&MlW&RsdP&9h*(c7@Jyqn^rJX((NXIu=zNOU9_X` zrpq2&tZn`#`rDPkSSosO64b!Etq+X4E%i=9HO@oj0x$p#ieyw7g3i_x20d7UvFntL z(Sz7(M*9={sQjV?@E8<+B)1x)*CT=1995MS-R{hjS$FTSc+rkFj7YMw?GcFUV`a-| zGLn<2TY?sLM>N?4Ex3&AvA6gcnH;~($n?N*`IIEjVBN9)8<#{ZX$vr3&e$MuY_3XwQy`>b zt18i(pHeZM>V@@qL#|>=EqOWRotS3xoHF@vOiuauZ`+*mH5y#QsJNv=fw()DSu=}% zmDX|mWlIbs1{0eSn-g2K4b1z4z|?nBU%W-gk%W2zIuilqLj9fET3-GgO8i&^1+`$V}<9S3`G=4C3zftLK{5q;LH?I z&W2M$Ab(P|xdHYGC}Y3k5q1p{lC_ZY0hs~L2UWvFoe=^jfyy6MS|;4Jw$LCgU(lE< zq%tEJh08nFlQgU}5H;2^O5pj<0@>2k+~mIZe+2@^*>&r`aT`fMrv`crOwOkR#@y8Z zA_8JzH!p$s}tF~C5l|0qEH;_dcdL}vlY_p$w8QJm#wg-$}5ESpp*lSz`Cl!%wgPG$316-P2f2bz>gMR%8g z86-0u;#!<4&rC}*ly$f-0p-PyV($+z=rlohu9W(t^-Vyzdmn&Rn#q>2qmb1T8v|wY zzyz7~qLFsmP3*VC%+KxA%zx6%%)g01S(D@5`{A1&;k`1 z4BIcE8y}NZoaXZks+9_Cw>`ME3tMcdR7LGodgi!UDwursIw2$7p~m29-(5u_I}rM& z)R+o_Vzf?`5Ls*u5~ad$v_eHCZ^8gfFOG3PeJIsn8aoc|zbUzcHhuny+EyiM9YnXZ z`u9H*W-WKW7e=5>utHt`jcu*NRiJiMkNPGO!*1yk^-r5Y?Jd5uok)(Mh`f747hgCfg8D*%YyIEwQ?v$AOA&sa%(ZX1&qUtjW6M)v2>qeK&)2 zX-$o5!xe72=+&fkgZ+gDa8Nevl*0!PfjBXFPrbW?%EC6>rl5qP2Ct6Qql<* z5N3lHwksTZH-&90TX2Pxp4=zTktK{SjqXOmwBEx4(4P@=mz=SYeW132!aGvP2l+#c z-RD7koNl^CX*Lgcz0aoVPm4id0rdGVBS6Yos#{_%pBK%XE_2}xX^ zofyKmO9%{ocSV@Heo_E1z;5xy1J!91{D4e_iLakPrQ^#*$TsN83ZPo3ixMDL9Kg#HP0YU!;i%{P{<*q!ND`p>LmwaV=4A zJ^X2d-|(LtiW6 zPN;QTKnY*380EB3GAF8eSmr!0+GSXj8?$ShQ@-CBKOsMNO-3ji+x6lrwP(S66@n^( z?kB*{=Jm+fKG?x8*n7>t3W5lAO174s#NBDc@dK^n_&!(%;X@EtQ|aqJE;z)RkJU!mq?sTIe`q!fi;oM{Q%DT(EjxYLrFFt!!s z+9>XxJsxxunhZ{-HcMRpt;i{>JO^vsov~Q zO~ay=0TT!~R*2hFT9FXtseEg9heXC7l>A zI0AYbu>Virk7+t#;1gcd`_ooXuePjWo`mT)PTokFARml;S`CWYqobpv37bJsRpQuu z=E$)KE(0c`*w3|wW!(v3G~VOOBqJK=O-PP|k=p3&FYK`DKrvsXoJac+wfnfY1^1m1bOub<5$cg=2Gk`ypDBa(lHK=PA-h~`j(?Z7;34WjZB?dJ zoTgK}p}I%J!#+XzU;#9&^FzY3fGqSE+Gc>{U~(M#EFJg+eKu+7v%16dQu}cON)SD- z>A&?%1wrbIPh;tn{F{ugFEwar z7YaCFXu4=Ue2{|6a8eXes5gS~6$sqrMA-tW|5Mm&x;Tx9T%0S3db@O}32q^{7ct^9 z1v=>294i)&Yi5deH!k3KNK8$_u?eZ%)kGg6GS!y2E*!VA3)nIw+o8cYS?i?<`Gd{+ zJlqfu*(hy=>pf4tqvDLIF-bk?2nZ zD;BjJF{LIJ)eQ)IIABpFG;F$E))=6hAXyjHf=1;-wJ`T}eAnG85x`zTT~utpP++>c ztO#At-OF$r_3$cPWc2Xd-wHyfO}lF+#n~I(^h`H#1IlL~GP-(g%vFop$&M7BD1q;7 zK$GT86tVrak1bklNtkaIcp2^uY$<1!yVDrYo8ooc`Ers&(nEM|gC4?mm(vY`m5*|C zRsJ;xDZkT-l;-jeICKkvJgM?=bvhSeK8FV>T2XnL*coy1*6cK=pb!D{BL^k13l0K0 z&qlqdRCy$tcxVT9MVa^M?2fG}=f5wIqUEhGNI8GJ+eZD*ptAtM;q-weZzsFkx3qGr z`(gyFgE!gwZ)|P~dBjE;)k#ZR(r0PmH72A`Af(yG)pbdyp3c}TM3@JB(`ff_LY0EG z(y~h?WlmTYG>~1eeo2|wR%&C4>I*>=?K4aql4n@Kd5X*x@q#UYn5iNmTy{k?h&U-e z!w-~?EU|vGABRGyo|sMWyU5+xWYv0s5Ka3l%gl5pFyv{~r7_yQsT)OO4w4LAIDrag z{G*rxc2rIX#F>R=$<2jBNA}c&;vB(AF5Sk`xOLE>wSD)xx`+_M>OCw_?z<6`(1dIj z#C4t+wzh6quLCe1)g1D~bbGB{MA z@>OxVHF=ovMn7Vo$VCGM5qX^mCx!2Y%1MyRhBQ{cX?EdVj{c|FW>W1}FGyteVz1yVj90gNV)(hc5R7J!rzE|xA-A9kML&0qnd zq2SG+fz_p!16)G|_-v-ivwiTor~*9Y8PrDtnyboXOec_6`1mtIcJ?`{Lp~^Z(`HS| zN2al#j`Sdw`m60-YM1}43|Q*A5bXi4fZ54r)7HUp8H#tOtXHbM4-gLN{6WK(Z$-?> z7e#q_oDL;*#d}47`3Dh0YKfv&2Y^}5KbWHAGajo1n=sozQ9%Rqt^a)&iRkjlAxr1) z$qgfd+Y@*0{NnTf58S{9=~6*5I`Jxl%9c2~3bsjmdml3^GbSvi1Dwb(xY02>DYo9k z`(kC!`ea+JMJ@rI6|l0aL}%e%yojK)GMy8^iyYL!a;<~->(H~Ue4NRYZOhp0S*+qa zVm&nQ$A3*gy-SRODU6-*9uOcml=g43rJ1@F~*7DtQf@ zv#oI_TT<(x9XZhO+hP%3Ea1|{MOYKC2v>>Dz|?kyaEJzY$Dv)y9imW`#aEO@NMq;b zuw(<}`F0?&9Yt@ErcRN^<;x5TE8^!Vs0g4=7x@*7+mL5fZWbNtLoCEz0h=~1#5n;A zv0HT32sPaI*%k1C;omX)ylj^l1@&};)>C|DbdA2Sm0}Uv#*AlS52`yTlL6%^m<2``#@&YZ3c` zI%s~yUcQ6Rw4glWOtw6oPr+J*oz*hWAvhvc!C|@65O1JsgOeZU2q#C*ab!(rHMPa- zK>K1He@lS2jq7-Rz&buAI%{zqgF4XHu@Ta)tunD{6lyk~`!;mD+6t8I8PA@ahyL~* z`g?J&z4d<&e}?NJK21>%`#x{oy8Y?^WGX{du4fW>LO@L}kywGYVGnLJC0@q4SP;fL^z|%zsXkb(O|3- z4spk3+Ai5AsO8b@I0BkRsRk83iK*Z_4zxlr6DmeAwvaIzHYV1akQ0q$tx}e%Nhux5 zt2ePG#ibE=gK!v&73aP}O+}iL|0Mzqe1R!(kK_CIh(?>hEjO9Q05Ta%(4&G0V-kf z!^i&*oFz=ThmXJr;7iV`f>=qS8?{0;+#E~z7ExX>Q%&1$MpXT?gFI4WMU<9F+(Nf- z;H`>FMN=iVgcS=A>^bfo?n$&lp{eEm1ofRpu&UFgG8>N?Q|N^b(uM8Pwkgw)r1{dg z5e`q@5zvHn(h?oeFiAQ`(ZF%lMa0L_wnObB$0U)U{Cn%Z>MF6;Xw+(*P@@>JgyOB1 zt-GHZq@X60Ef_>y50OBx%S_*W7D3(SYSu>m{LraOp0YoJ0r>WACj(4GDmr%s3BEF- z;giBr5hr2c>plv9ITy93;K}H1S3}nCPxJ*x~mj4FyAWa z-0A1Hn0Y!@n?ysBC5KhW;SF|l?G1>oy)2R7zxe?nY@*^~5>nj|&LKha6??F}evugO zZQ=KHhf0hW2NMl?J|SHgn;c7Rzg9TwSquj+2mkAZ;oyTW218*E?n6*LEAazM7cJu8 zN?5_h^5zt4M#%o-SWS-WoGNm;P-r_S0?Ma0B}v&q79!c@;55hoN%^6WTRy!B9`xcA z>}+_uLP2qi{IDe%UWQ7Yj;Bif0V-7I zbSSjE3x{K7Q~B&|CNeZ(8w6y^3C9aTM})CC(9DcD#z)j8;8Rr-R!Ot2IFygF^;RhZ zBy8GY1#X+Ffa6*tW@rspbtLU~ghz)Fk!GkA>aKb$rmI&~h2%yE0*Ij^V<~ebXX@6u zn*5M+bE`x4#(JELX0@<`lFRLcQ#BxOgoWdgC-W|N8}TT96Dg|RIc&A`Z%gxaYgz`a z03F%JjZo1`j^XI(YMhUC!P;bbocfF|`)fZIi<;%b4Ll>fHf(@a{{f8KX~{nAz%yKW zT<6z#UMTkefifhX;JBJw0#9t*?rpJkKh@r?J17ly`>4%;zJbmHq?ZRzf1V=+{%68~ z#VY@-y{qiXK`*1V)e<$VRo0}R!~eBp(ITmyo#EO(iy|`>4?j7>wXtdaf^coYL(Y%` z%Myg@B>E|l;0!sG%bFPZiz~!f)Du+%e)b>P%i z+g+D^sn+7B^AL=U!gv?(hh@__MCEN67(u5+`cA>@L^k#QyZy3?ujBaH)QLR^I+-p) zt8$KuQO1Ao4?+sN8c6OQ!o)~2%rF^lDsszBmmT|yOAK$skfmF$e=mhC;-?L#=23yK^^SWI*1?P z-wU-~9Ymgj-6#bURdKw6EH6kGWVI?&N(@Dol^wKGl-j_10`3(tQVI7aaLHAt%m7@v zRdm)O+=Du39`1XXAENO z4`2vy5`d6U_c4TcAwF-9XtIfgbeY0Lz(UIL+e~3IiNB3PPI_Kt!x~`pWb&nexzI#v zd`IB-!|er&>(7Y~mK7FOh;c+%BA^{#Z;>LmfTTL4^YftD?Fk7U@e7O}0c+*#Mf7`-cJq z65dUqhr4$k4?vIaiOyPtcTfk-!+TbbanT8lWBA;&D3|7ss%3`B;IEvC%W!U-uM>15hl}MxoZ`D5hp%QhSK#kO zzE1P?R=$>S&6Vj=!DY|lTvdIXz{hZIhOa02I!iw+$=yaD%X7b~K3>H?-Okrn<9bi- zHMr*Ppv!CNawlD0N0-;r5P z;ULYum2ba|ulMrx?R=f*>wSEE2VZ|3R|Uy;^55^Gzkh=+@5bex-2J#>&hNp;-sg1Z z9>C{t?l*DGjZ#PNrEl+}%Y*#OL-aLGzq}vc_NPuJ`0V!QV?uF$D0vPvWoP++(=H`u1sj01ayA z&S2+ePkoZU!B+Jd{Ni;OFB{l&&1R_*s9TD~DFf|3Fr9j56!`lJrphm104@Pk$7<)f zW1PwsU?1|2GPhz5FNq?sR|^aBNSpx%bQEuh)!bJ@;W><+1E=sS_@SEn8o!wP2leq! zs+rtN@mua%x;*+YE+3|g@j+Z(NS7}^g3F)L<$3hyMRd9B!?;{Zm%sT4E?=R`m+A6n zbeVq?m$%X7`ya*SJ9MehpL2BSAvx#@x?D{s;cceNDk_=0oGv-4M>IhfgC2PyKSx8` z%oF(f8pTj($a6g0IUed94|9%(ILE`Aw|3cpwIPWD`F>pRf-xxT2P$UC~3zsr**xFCP$0=e z!0)S%AF7XkRUbcAAOEI4eufWF_`lP~qTJ8%k$W1K+kx2o=X3vquV`oSIsCB{AH%t2 z>W>xt$BGqrfp?CT`1|&Guz=SPhxj2b9s+mDCHX6MZn(Bwna!KmCHluQ$x1P8{3<)3 zt;FjgSaA#HOA@yyuHB%XlU$&9fPv_GR9UUr$TR(4}txYkaT3 ziks1@F(3hD-xM9&NoX8dm0A!z`CZ%bAabFU%{-792%d>XWzrBOiMrVDv2f1gvtXh?-1|OjWxhp8H zJQ5^Ow5YbFTU#_khoi$6q#}C}4moQebvT<=Wiu%poqZvwpXp?WAq5$|sk+3fvwpxF z8P2MvCWV?&TqIn4c4yOwgoFo1)xP6jVBCh5$HxyM_Of6c*@YX>d5kNK{U|f2nmyLj z-@gG-nU&&(GESP9?!~Ytv*}4YymK5C7m%S=fP&ABcHPM7YyJKGT@=nnwT_&nw@gW2 z{sn`ZG^qY|1d`^SJTI8L=DsC=s9hMe7LqXpKOzX`4({*Pl3Vmwbdx|fYN)gN6ZiNA3*d8voc>hN8;gpZ3RD> zp67k5wi17-auGE2+FAG$nVk7-I$N2)#~Sm>^D$-`)!xlMf|tt%Hpf|JSJ%OI)b&#M z{^T8xpkSAa@nRWd+mdhTdSfH5wt#8W<<{@Ji2|aDr&v4+zLauyDvM}pGJJBlH2sRA z#^#J+C;jwM{50aSIiwo#yr^-IF^-`4H_S6DxV)Z-Kcxa<^Q`5RwYqfvmm46%McQ;bPsD zoZ63!hp90ZiNNhhrlJLc_mt0uEgMJDaA_kshK}~m7gHHC1kF+^UFjvJYa;`! z9LKrbIkhxJmDE)NC5>EWX_R&pz)p#X5j8JK`=mY1jn9)K1 zGCLc42rfl&0#`ZSem{dp;S9^ZFBe_G8hL4X8u`N~M{?EaSx_;Z1U-U^uja}ALNNo= zWbK?Avzd%p*kR`L!?-j5_W2-dOKvr!R5HY$g-_UV*5IRd5jT{qP!d^j9PR}I2&|n! zHJVW`4WUc~FS6>?R^ls3Y4gYCdxmQlJ7$cH10!^@-v~+0<@viHa$oNLHaOy>tc_r| z7)jwAmx%(Ua`BUwxKD2429Rz>XZn>P67mC=x({p~p%Wk~$!uZ7K5>V-GizsO3+a3{ zgVJtDjHA)zZY7YG=~AW33@&DE)l}+a#+9JZ?8=e2;XtWq)~mp(U1bH9jIeWm@l2lrUBTC9e37oH5&v1;d9ZzpF;s842= z;D`!B7q#hmCQyIMI&Z+5SR|^u+B`o9o1C@NI?=s*{q&`C3}2^&=9T0?q<@W{fmtos zTJLu6w|(ihJiYrUWzF@hu`+zdvjz)vtDZH6)Hwsc@{P|8qzN9}ZqJU5lcF0b6bOr-G zI#1EkvSvx&AZ^DNTb1)hqhtG~5L*97bRwmTmV{P&S9_W|V4?LtMOTOt0v3Qy`)%kjIWn^1SR#0F)PYT9IB-DY7_F2AFmV)L)XJ_3lX4{HzBf4TsC?suLL4fTGM!D+DSA-I@FF#4qT&x# zSz&xN3+1Y+#-jS8yq6j1q^NaaV!-qYY=bGB06$*E-Bjj8s!&1oFS~uN<-&KVnkMKa z4egA*h&)D}IXsKuAaJv{Q@ClHnD{;uViRfKHk+!Zq#YVVBv#uj%*SBtK&Z)LEN z#kHQ~aAtxF{lcPB5#QKCa-M6t*fNsOA|HY+8W*{@uNr}4YlIWS_^0Q&KV40R z5IdWK%^bN|)o||RG=&3nIfRRu`&Ha$i$?BM_%@uo9an_hyc!>Kx!3UZ4!*t?SA_Z8 zi4WVG`8s@88@dFH+(mP5z+-_xdSloRWP8f(p+S-XBKKzMhs$*EQh03-hw)IT?ICwB zUW_s~)ku;iMnq@96oC?2nf^R=Mzdb(NTW(ERrOf$ou+y_1(!gn`{0lqEH0Glu~ zs3As~8SX&Ofo6uc5@!rCGu(>bas|3%=`zlb+GYm&agKlRm>KwCW>NHTj=1HiH8U{3 za?A{`jWRPdpe|q!FtN)1+w_fgulBfr ztn7>0RrSL}M<@$!15Ih9m?_(q1>Wv{R}3#e17AND4!F=;qN z5-!ID3C*r|gWEeJbhJU}U`Re&gpPqNlC3Yn4X@DgpP}7F%Kxhi;~o8<_D?bL21aCtW>7ULmM`54@ea1M@Yy9vhk)23U`Jv717o( z1XEPB6KhRHuVHRQ#UTV|PT+)SL`5$ik=(P<;DtlZl$z_3wSH1T#kqC)yFu=1jRg?eXV zl#|C2a!CIT?OF{nXW5qov@Y>Q8FQ>@xx%x5T6HlqbIYc3da_uga#neSkWO-y2Tm&j ziV+G#)tkF`Osei)L%lfAvE+iUk?or&m%a5Iaha? zSsR!j4~2uF06ht%mNY?De@i8SI=$w z6CSaADoviSf=ZU_H*P^RHhJ4v(s0_OFh)3IO&k^nzZ@MThnPzkFlZ{-O4-bhW7MEI zu4zVIJ|s5LlT>AHVv=S|PB&=wMWmXR>2-EOoI+uqo!9ZGhX|hg&QQ#> z5%we7*$j}o&2pg|=Q|*8l@OS-z1WFO^o}qF5Q=BBQ8WM?rT6TYtk?xdBvQ|3E9$sT zK7TP~j3aG@10ziKe`m+CdBjl=(ZX1UV?V0MXXVVaF-oM7h+g|(z@UNir{S>0x__io z>;C-4*Zl#6kJxqMXr-C)^?^NsWjNRXGbL4%DjQR&!mO&C$xM~Js4!Vhf%BuJBTKfN zRjBd-aZ)>B3^6&DS%NsDB_>nw3?)X;o=U16B%$Td!RwRP zknBT9uVLxwGAOZXe=9&Km6=AQTi;%@*0PRAtlFn96iTUU01EvS2PT(h~qa&y_vb}!%Np|=ieDwhpjSpznFcyzSGCa(0Ws6ly$*$I4;9))}^Qa^)NLQI@>G7ECx<<=kUwgKS@tlN8EW1 z@mGxGSU&`T>~v4Bt)wbZ_Y7iSx7-T(%t6d&FJdTur|d-E1G}r|YLIqc&uOT&RVV^P z7LrZ#x!q)p+JlS5_->-VIdX~_9z{-3sTnp-JtcT-xXt)W;D^CMRJBB5Y{bM#dz|L? zmw3+V_AB_RY+`m4w99Y58L!)(+)vR6vd2;rBgmUGlQ0!cS1a>&%|ZGBjVF(&L23&Qr1o?O^3Ic;$Rmt=oq^$LU*pIy+hb#r|Y@cb-vbZI7mZb9r}a52$gQH{PvQgrK1JCSB#z;ikX>gq1QM7JAK}q zwI8QXW5>Q>?8^rabj#H~HA4`h+SLScW-Q*-2wm_VMN0qk+_36C9?q6~im0v;tlNyi zgmxVmds|yQm7Ov+#Y@B4sO97g>kJm;OAZ}C*OIw^%X5!%bBmr6#x#LuX6=K>rpvuQt+bvCU}7ir#* zuaipmw8LYpMOMFAdTHF)TbF71%w6#n;&b+53qw&Bs@4JZPI3qRM?tq$fmJQ5SgvBc z|BpNp2UAW-bQPc&UvhNJIC_9p-J_~53^CC4a8ynd&13M_!vw|Zc$eGG%S!@9gBDo2Uuwed#jBJD7~#yQ2OPDp>+5LI0AM! zvj+k&1UOkp9f*T+H88;<+X#7OF!AM4AdG!6NIn}=l?TZh!Z}EEdJcVYD;Lowj3`L5 z8m0=V{4CBxCM2Ui`VFUB)e$U+WlFgq%N~vnE}o#KCQ7NPDL8}D=-6GsKKN~r$V3mY z9g*_hs#ND7O|=e@G(}{|%Zzsl6UsdV+pu~-8JGFRBM=3q$()lxB{SPTU>5pkvd6R2 zaG|8wL_mLSIDjWd=*eD{o;7A76c3CEU7>vl$_~a@zR~}1=4Ve?9YLsoc- zhT_y%_@=QbxJj&pA?C?G&u_}%lTts}sN<};#bmFDH3!L$z7(+rK7MqzccPLb$)ChB z|8+zcjq{|C=qn2cTn=>9hXZn|HV4Wr;BpDD$l-sYRZ63VJurh&}quJ!7L!2ld3xtYnz%i##1P+ zI!l0tt-*F*PZhz^P$`|N093Q(NfI0=;~#Mzh&HK?p>A#e2!)N%c*aqPJY#ep+kN9T%&pf?`|fV5q3f zkh)G=G40O~Mym+ppF%`Y#y$+4Hewj1adHLXra6d-|D?aD>I$MMp~;|JOP+^aAUl!M z0hL(6xngC6Gw}!zl14lK1j;>TW-EAk)9)%ynmA|tji@22S>|Ygvwm(2cJsuO5@-VAUp*pBaqK1&rXd| z`arpggFXoF5y%YdT_45oO{MV3@iaudh}1sro)xR~@84`@q&P_-XsmRoLfc0x*7#_r z)_A<}HU8PUb^E|KNu2+%tqFtEfQ5p~aNwj9*Upw1GK}Jv?xSd+ zKXG&h>~qH9k;Fbz`RU0NxFQalQPxtU$F-jlhjfgkIQWJ6ZI$Yp_u)ua#XPC@6k(6i zGXe%3#DfulPs4EVPw7D=gG)#;Yt^=YO%}{WERatYe10hW1lz2=Fz7kj;AhtRWWZY^ z2GGRj?#h6ZJ`9m_4cpx1Q*v`xB)B*s1)%zGY;P8~9H41}YW*%_3^L~g&d@51SjTaNs509b;y)2-$|6ARMV(qeI@>T28;l2cn-_>5ybT{a{k2LGTxM$tE9SCp7X*j4RZX0^YYz>2^ z$K<_koz01qfh|ZD{<(-%@awQn z=XOtO^;f(1#S;H{MB_~?v8%sM`<7VF!)EH|2f#>-P`)Pjyp|T+Kf<~Tezmn+R-st6 z;>hr$lthG^LB9pnGaI$hfRYD%R*v-zG$V208xhMDf(tZ)AY9=40@B})XuKs{DEV+f z&cnt9-Q*>oYU9%T2UK_IuROr1q=wl)(QhDb5VHEnHcq6bH7|Cj^TqUW-%6kFe@iat z^8X!S@6^rj=lMF63wwd*cL=jQB-!1Xi0)ci;)-vH<;=pCSU%OpCH4=f?h^M0GUE|@ zZ5>9XIJqPIG{DNQhycHjd{%QaqI3|`q}MAI#;>%30Ve`y3y91apxuwQ-^S zcMBSj;aw3}z*J0q4V01H(A5(`#ZqmtCUH=^N|aNwj52jm=V9MBoKe5#F$ z?jKOyML)hBCKQSV15-lNlyIYXtV7CBs@lx0oG`-BzH0v|4{(Wr5N z3^1+}(9>%*@300XdrftwXYhf*z6IHt?L`S!PrA*A5_MOgpM2G0-c{gqZPqH`ai69H zOlYRyBjsw|4W?5-Z1iOTg>t8$@T&Sy2+eB<{Xt83IQ&_-QL;E+3K0nl#Nb}B{1KV9F(7RI?7$RynAWqQcX^)vKDVj5ww zl^*YdR_dWlZ?3i2mKT3NxghwvyL8@St5n;^;-ONm6%1D0X*m25t>f^FMQuB-ncnn6 za)*)3;>$Xu(7>Q{LzQi4CmT8mhQ>{tvVgck^(7%Ti-qb_2u)uk2(3cuvIf6UHe=-& z{xkC2Lehm-*~iMy$IdbI;L7KN%$M*8O6_VdA>kz*SobUp3 zJWIrD3&)GomY3uG1W48S9eekk*Vr8IUt?l%OB|28(>UG_w2sekyprZDU-Nr5$CL0| zV208E=fHC0&G^+*k^R3%SLOGo z>$Z@N{2VC!seBQ^Hf+v1IwqwD|IcEhzgA$Gw9k%nx85ejqWEi3&@=)Ig;Y5f*V;2mLFP|MjTp9v7IX{)tijYqNee{Sgf|u{w^2cK3Y1>d4XCX5D@5hO?NU>{CKaC&Nb490Mm<7yWu}nVfYBTO#fa zIY1yQWc|>&8x*vR>Ty{t+e_uTt#e+3S(a+MM!YCypKI^(ItJR^?+94ly0f2sg|`+X zrEQXOV^JQZ>roiD$n=DFdCI0qWf5eeO(A{|a7&GkXHTl6XHcoC>WiZHvxb=}bNU}j z3?ZU=eAb~oW$itM;}ENJvQw+`&N!>n20O!MwRTiDO;~wn)&qx;k7Jucm90TNteF>@ zYeIohZLT#yaRFrP2k)|F>^ZS)q2gO>Rt4@(+uiQcI*u=6zxqh`EFUF+b-}81BO;I3 z41L{;LnYO>S9qT|0H2h)eQ*+o%39wmMg5CtR{Vi{#nLQ2eoQkroa(^{8hn^w%613| z@z7=Mj2*(ot_QV64%>xWvO~zZDmv1!D`azlVrI! zNt;e`%sHgfE)e9GeCw163Y1w}kj!7YmqO&F?!fs)b{fVss*GU&)FSQ}FjPfTILiTYh+Fg< zxmhriBVp_RXYWnmge3`S7!no@n69p>?ylFh zQA;|_CLkj1lp});qN0unxQjZB86cq&xNf)!yV1yvh>avMQh<0vjj zhx&j{bh<02HR6OPRl&&b$s&`-dp-e<59#w11V#LNzbN9volr#K8dY;7z$xf>46m{R zqlqlL=@im4@hA@To}!Rgr#x9f2`K~yO(F}zM=g@uoFf`v17VkJ->gvna-TsD*#j$-TJ`BP+N=BoC2rb*ru zba?p3f?m@ea;A@V0)fL%PgSq0rmm|}DxMVQM%LrdXmm*;N0vr;-M6*O>)86FN*Kefrh9zP9KDDl}#bx z+v{zBtE+ffg_Ocgtk+8bAF$Tt$Nf1lu0mWZnk5Zh!{IY1a9hb;bcxR-}^F?cBBw-YJ2}2k^XP`i%BA|MQdr~1Y1*{ry z82X?R2JkcEM|eA>to>-zBs69E(*Q;8hZ7OBG1@QM_-s40(F2$CCC1va-O`3x!S5Li zd|Rc0;haJ9uH~ifS*r@z%HdW6tmnaT{i!FlDR?i|RiD zX#Wd&cuLqfhTq4(=NCiv?_83t1V=wsGV{VQmW5oPE5!0+|14{u1ZM*F&HSc{sY)d< z7z+>?ltwT3&!$nb5S!orcNB6l?G|R}m|`;!fennRH159#qYRsJY4dC*heFI|!Z^k= zFeDU8q$1k>+o*VyGT+>KW`fTt@qfRv6ogFy$7b?Ay#ISKYhVvxQ0->_w~1UO?|+el zrt`r4p9=K~FdU$eX?T5*s-sDf&m4qL(7)lmP_6oR@J8BDXuh7$r^XCK%B7Mair|PX z1mQf>ycu!6v3`oeiDCma6k7G~jFnO} zY5zObm<-~D#4;*Wng?o?y6G@q-&+q*$2f|&`Yizxa9W8KLb)iFRLC2xJCe8)%Y$&wrjb?fq}EE!y+)f0_i@ z7%0p2B!)vdNrf_%E%V30xZT4UH^Hz*meWQ#YNc^9!^XkHVrLzy%KNMMUtt(i2A z;hnO#3lE9_T@T+!#6c0@gW{kFI4A-RiU6&8{0|ZV!YX|Y*$*6~A+3w1CQN^VG>j$n zYRjN$wxQiskcOPAvKehl%8ps^LKu4+q;Z%G(pcKBAdRRAhj#XR;3L>!?EL0Ff}krA z;wG8Dpf5cHeFuLA0-Oim!PkGQeFu-XN%37JmT-5L@8E-0$L;$LevRz1Hhc$Et2b!d z2;=pCjw^xU*2jZ3TN2j-zf9Fyjk(dCvw?t)b31Fs=(LPmX)RgahayGz<^twspS%%> z$<9!zXJ6gyp?3lxt-$UhLp$IsDmvJ!hG9qH9J*J8g$KMu2b~(8%WvO0H9&%U>9|=K z=^9VY{@~}Jan<1SH1@afG*BjrKi;t8gOgk8sLL!InERnO1Zx5{L*Xk8xJ5HCBu@PO496{XQz@evA<+lx_xmf$+;@0 zl5Jwoi&N=v=~PS@bCC(>^~aP#0qdTQWMuO8EX zwn^b#Igz+K%Zc<$tK)-CB;N?ECW%Kms4yQ?m_<0x!N{0yB4Z9J%m)=_Vq_RyAp&>Zx>5ljev`b*_=(B`?Z6Ir~Sks4f&V z+;wKXsTBG1EpR|t9-#|FXAu=+u9EZMjAF_)_9}ZIKQ*7F+!T~@KxV90!39TEln~ca z$)vDL>>V^t$%s_$g-#@}(gyp~hk)u8VxnC`)l^dXWhYR5D~e(01a2;JLQxczGLl>= zxgH?$(l`MxDz!f#{#6AyE#9;&*53?dS|l&PuOBotJ$ zlsDqQ+eIi$*YLXf9Tf%{xm5he!q0v`T7l`8^$XKacY^76T#Us+l{auExKqSI^*ZyM zpgxY2Cqi!78FYr7Rdm8(in7vCLuCT#Z#X~PE4joaA^bC*Da$|O+_e78TY%0Ka_{gY ztw}tMw04|4>#RRhRgnn1GDcZ&pt>wVtJD!dI(?Xe`z(wfFryZj&-V-Szv=|@7wiOv z)!FU}SL#4Rg0{hK$~$vBj4%r$UAHD6bz{FE^_xy0Ri`tnK)K*ePEM7$pagbW3035O z5l`fzVw3PXk7XfdsPag58fys&e5f*oS98U5zMk>;9EE;?wRu_WBy@<0(t_i4#MzO< z7JT>77z9@C?iW`6|8}s_gNX7qqWbLmbLmMZTcA1}Tz?{q`rt_Ag-%Er+$)^Z@kb74pW_C}EhJ~6k#ggp zazrWvMUt8rM*=q%I*LM5ISbTf;Z~eUI!+J;TDD;Q(}~Y`5`A++U=-X+9_g5LJB3VS zQgi4$b-3n`(^;)LsueI3R4(F-Y6_bq=7DB$>>Kr@THz8J(_l6f3Q6}7j*J{>ZV*|T zm=O&MsrDFTs*cLafX8@lf(sz-^jo27)=<+};N$N~36<@gN~)a8K@P2&PuFL zOmg=br05rEsH~~+jKJ6scS=Xab0Jv=anDpOkpYRQag0TQi$;%m0em#faR6eH>&K`W zVJ^U-s_sZnrqLp)hC5Kw^G4MQ-PRDMN$~tM-c&2V*MzS%7LlGj$?7T|u2Hf&jfGm- zgKBW72uQzeDwUsjcg@i?UQ{#LVxBUYk+7U`w$>{+=@muas16_q1R3&ZW(F8W^ll2+ zyN1e{Oe2FApu>O-V1PG>hV3&>p$-xtY@uWU00~5v6nKjS34B2och=caM|G4U6_Vsx z&UmQC7`fd{meS{_e##c$8r8N)%$$C`;86$H#KARzHUB%mCWOxNzey%>_?VPfO~s;@ zllb2!^z;BLBb`5j0X6O1D_QJ{V?!Ft3%NpeH>!tb=Nc=>`d*7_2D###ch<&}IBQF( z8h@H}veEsmD30xh+k`3`%(=%t6XSJ{N0OGy9Yw%Wb^aks`u8O+P9jltY^xo%tFJG~ zmPbn8=8As#HlrqNJH_k?H;zCCM1E#SS0)QNE7k9QK;d?xO zhg~^s+t5y1D%5DkPJ;vuwKKt&ZEb(4J%q zEqG2QZ8EAeGU=}?U`62|_N>a=q+>Ga?lmaN3^g2CuNC;C=#Dxplm6O)^PTcper(g_ zBRek|*|~#mtHUx||FsDR_`tZM2Y;vkH1OKVHPW_MICFMKiVP!8JG`hk0sELM6zyOf zT#*Ifs$=!a1ZM(o&ZY^9I46jqjv`emzt4V*o8JlZoF3bP)7^8Z_pB-(!Gu#)kAV0I zn4#Q_e{)NXUm@d)Ud4S?sR;Ga#dqEI2pN0y%N40~Zal}MyF86@sdUd9=2dXP@$7a^ zqWl=Qzny8xZ{7dnQcxz-$&N{?BhPknpe1hK|`oX)A#!%HeK(li`5 zDsTp8t9rkj$E`=AKy_ukTFt4(CKbICM!ecz7$tQRiI|OC=x!p*Ny%I5s^r#2?qLf| zS0I6}7X#q5&q;TJBf6A57<3mfV*p$O`(NSKqZ;d!m}?KN^8J*j99-oGS9v$9TxgnS zlNP|1pVSeWDkA-<>|^wyvn;iwFUF>vt1>oieaN=G`eJMzEsf2?`ekfJO}M4q^T2kh z&xuq19F&`cCzI;+lZYi?>PyT+N^1K+2cogg2sGnLBY2ijO3c;eBC zT6TcD_WQFo&>r0P!$jqD9w=3*CnyDmDpuRIg1CEV*RA_u2X^g$UAhOpc~q5TppQY* z8qek7{f5gM;2)?5U_TCLc@qo^m2jSa#* z>eZJC@7PbNKJh53W8$z$c)020rfj|nv=gOJLp3)GGH^;nCMa}T#D>TeLKNWAf8tRz zEl3W;!}~dOA37&m$YE<|iYnk1(WIiqNt&9bF;FOtSkarFm!zU=m!McfEIfc?1rd$p z|3NSb&doZAV!U4@dv-e{+XGj`{gffU+c*|bactN1D~P$UV**5Neq&$7h7}I}Asm2y zAI5o4*~;K5E!j%g> zr}wlVy`~yTciY|Eo#h&-Ssl0U8ri&vHm_~hNOumAgU$^$SYw?TmVe^1W{!)XO&stj z7{@^~2Z1p8gRK~gK48gP!;$uS@NHv-$4)Q!iW#fdA%rj)_G%#fr!Jbe5m6Iq_BL#U z+r#_w%F-Bu4(N?GJKtJYWzDHO&vz8~b7Ll#WoJ=vjIop1Sf8k?+STUhTfdKbr39x8 z&msU%(RRSCWSTO6nOOyVftNs~Kv*ODS1v^81lT`=;IcZRUzIZ@csuy_mGEP-PbqkF zQ>ua!eB)o_J{kJKr?+6YfSptRAF7%(-y_BW7nALZImlJ|=GTp-RBIU@qqK9O%<*FxPFYjcaNoZ^~Log=c-&kw!SwnuAgJ2>*w%(xqhN1 zY`cE!2{(>aN1*wE21BW#8$-bc$A`{I!&BF{j5&zfgSTT2LIZjRpZ+@p{bLArcX0~g zm^I{+_+uJ$cdP_C@5Cjmj|W%paO9r#PHa%b_G3Rp7gi z9ZF9W`R@{6%Y40ouN7R~DqU*0Y+K;g)yE!ujJVT$-OJY*`r%ObM*3Ln-lRTm=AUli z>#exn?YGCFA?sgx<6?1+w zKDHlqy89MoJ#|C{C z-5c_+k2Q`qBUB;4;W4@&c?n+n1xAaR9fAeZSa6Pa*sWSW-*0Dt5goNR#Jc;frqKKb zdXAjJ_wYmA{Re*0{f_$hu4=~pG=6hGNte<`aLLo+X-#yndoS{uv)Y(7&pWpQ?|asgGZ%kN;2~|A`OK_OIyU z5ck*kaDR)-EkNp(bMAlRPqee(2>w`zj}do~`m%(-_?*&Rito3~f%soRYvZT51V|ek zz@wR`oBS~7{zm@NIN>scwilg^d6ft-lAU(0QR^m1eodbe3eb_Cz?gWf%jqw20*$aj zgw@(i_c#&{VeU}^#E&x50;I8F?Ntc(udYQlYA%~ES7wT9FWItlZFvTf_r5#S3S{!~!DFG>*U0)r}m1l}$b86unE`}Hpn|AXxlq4`ys>2sfL1}pc4~3tnkn=aK zQV>!FEZhk=<%<(_3XkUlWUt^s@R7}Mq^IG7$I+T8cSgIcZ|vKl2+W=$z}7Wp{rI`<10#wzo=hFEYS0ox_wOtr@IPN>Boz^g zGl4U`kgmWv1Ng)~g^x7kYNU~cu?BeuII9$UC{)uBi6+=o;jI@!4GtB=v3f)CUJNGC!|x(3}YPS%1OH88`4d{sXTPh%EBu^2d!O1Spnbp8+&Gy znmeP8#NdN;tyMOk9Si7h=oj=)YYqL(pEeO3%fXIGFFs7M<(2qwT|6AAiMvJmg(Xo5 ze_cN}IMO&ViVM%|KI_c0=I)vsX*@gn=Q3Dgs){GF?u=^5{e1$@4qUSCO}Mr7zwyt# z8Gntqx8Mp{cPl<--Iw$AHoo4DE9C1P__*7%0A7K=qZo_iVeTvOSfnILsMIDQ$qHmeQi56-PhrT}x=!@NrfFd}W~d{G$|rhHv6=dk0NC z5Pi2M9z*hX#Kb%F-1DS`M>iDnRV!&4OS1O{9)Y+`1MhS9VNnM)>;-3v0luo80d`>E zsUgN0cze)uq=9!A%`Vcwb0_eVo1r1Q%0}ZmvsKUh;-6en?5g|Jf>KtAwxI6pkp*?? zW^HUBs~WoD#<6NCPno?JW|3%&GlXH^2Ql5o^FmMf5CNAN>3iv~-dj~KN^DiJJQsG= zV`7l7tJ=3fmu;*})Kvyu5KQK_fX1gqM?HjwwnYAtI$&}8Nzqk=t$5}}XHP0$&$7x{ zP9fVHYHJD#XOXQ>)?4{EoPCu?2D_zsCVyQ(;_G5~T|>gyWLkSq0Eu%i+M6nr^Vto~ zmZCFSt{?$?aNttJ&6fsNjjnOLKPht^x(JFBDTMp*7*tNK!-K7O>~K)w;vZus>s|w8 zE1ddBDm=N#t@XT6g}9&oL>`Xbd-(n~=}%D{a= z7;g~Rl7!I#;hN2?3m@dh0@}d+qN@mPAmxu8<&@waSB3_}1U4YZN9UCw;oGEOW1h6L z0YxFZm(JtGW0_Pfg)Oa09i>Jq$m*!pQNs$Qmef9or9I3;e*)I;5CG^J)<)adoE+B6 zv=Ji7#M~Am|I>br{NmOlw+g*Aj`LJOO2{~Cjk9izv)&4PZSshkkutQNz=T?P#^i2o zW0~FvopZNPA(X9j*@lb9OD?1D>>6hUn7PU&5324$q;F5^7_HxWsUT;sS|Je=^+0e! zU!R`|ZEZ545OZ9vCPIA3=8fW~c-9zZB3-b?6&sO6KT!<(V1hpgvj3OflD%P$S3VJ- z6!yaWM06Fw9M9R2tuc#BdEOXy!t8+zqBEaSdz9E8amCT|M?G7rRPh;}rwJZ%b3q+y3g z))L>(*9_Vj-3wNC&M3qfk+1SCDTmxSY6BVRj+zYi+8Ec?;|50};lvmu*eGo*<`GDS zl78fH1&Fwsp|`CLIW zs2nZTcLf+<+goz-ndsKa(F=k`3ag$C(OCo=yA%8zAe$^47i=RR}i2I;_ zfsHo{07;_mfQ$Kd`_@_~*f1u#(6Y^KG4}WLYwUa48M|%f9`{_-_=YfMc}$WJ>%lT~ zqaRUoQpWV3V@mzE-M8+g2}UlEFsJdR5;Ap{njd00P2{@lg4e9vgdl9F5=Gunlj6(z zO;F1>dP^;a@7!@-nD2a5bQZyP{(L9QS$|uQG&Hw_7-rbH5b8*yo??@?g!5xiJCMq% z*K*jLM<6qf=0XfQ`w4mf5H3MH8u)3LOU+NGW=Q)ofFio|_8g(qWwPW+CGC(o8EcLd zNG)89%-Be;LjWODVu)bU+`upaWkJ3FC{iHku6aPr@o=^*D1N$$|k@$x%LzI7qL4~P8LP5~>fQvM{? z(Yd{)MI*iM-5r+R>qTb~(mNlVgK(8(_h!=+Ihx6hW0#MP*%`~@EOkChknM#rK0gL> z7iToGZ0GYCy>Jo8=&(;lt2iE$erf;umK=SvfP!RQHb-x?=QFu1rpd0@`dkDS<@hyQ zkMNqv2U|?EU9ZW@_We{BSas{-=4tbgM6xIf`YqQ`GFh~zx8O9g=>7=G360&BMbB3< z=B)EptUysb`tsuQowLqURq(vf)tA8VC*>Ji_^Ax^_u&D1-?QUZg3{+s0A?Pf&jSP| zmOeIcY|3dI4(VeUyzQW}e~p(tQQWx;*|U5z88|!Xa2cTh1?~%}^OoLHosl{Z-4&KP zZxWqFNS!y6%?Lw`BSX|K8T+c(YNMFaNvbglUsftQ$vHbbF}#M9|LjDzg7^`(FHjvc zUrN=K)yOTeF$f%zdmbmHQbMNg)HhhGIz8GqDScZ)*@gT0SOu2fD*!L~e+N>@@Ro-= z!SXt@IeN}0dz0wkU=L@bo}#OM@KET3-qR48?TdaiW}db{kEvhb#q)nErnL^BW=yn4 zBcLXSu4VaAHh820BVUquwddPd>OodA2LG-gm~ZU+sjpOiMzw}5IUhG~n_DN6^HG?w zxt85QV>vOEAz~^aLxg{Fyr1F)K@`L6LJ+LnTuO7sQj`->{w6U0bZ;?l1cEv7-lQ1( zLUa}u2-iMm!6Ao;!3JUrrxCyjCn;D5xe0liYG=dS!Kmup3hZoPdjrQUq67jqa;e%h zJN(pPP7o!ip^;11^C+88&f!c;@>P;0Gfc;XdPOqGF$lQ>dq!=c=+4Jx*oQbshY9c6 zqtugDX8B)GC-w+?Z@On~0A;{=TsGX)_zUgT_j+EJM6J z^m9BvkK%V-@bkqNlM*Xsw|7r~^!()19hYxs`1hxt41;uo=q${?8=u~&ly7ISI*IDL z>UalM$Km)NDq};a<|T&>tWxrxb#pLa6;i7hy07^o3@Dq<6~ICHRbtSmSN)x9KPHIw zr}H}LOf^x#wo(qZDjiy!t5W{SSat?h9JGG~N9kwDcA%5pX=@7A135$1&RY9?#FUT@ z896DWM|LK0zPu|+8j7ctq}zVF*y0WM4rv)5^>U~!P(2+ z?x3+)jnMXt__yOZXB4ODf^#mr*voa72sXC`An)ugmJR>>`ftPh^LEi$1poXAn2pZV z=dgr#7cwq)mXLqeuw5QsPA4u5ONuJz+(&#ezFtl zGmaXvOMJABBR`8XI18!0gR4|@t#S#k8r5seW6r1eTs*P`X#)Il%;ZBHdog#eyHix- z-4hUfXH26VK-6&UzlngToPp-r5gRh{L5b(kRF`_dm6P@Fis^oIUryJS1BnDp6g)%x z(cY#wPJxDK!OJFFW$!^mKcax9Y_%@~X7jMY@OMNoY#iFtvfHd7~x%=A%Oa@23R_BtPnaOB%WJ{WjnoBLCCi{(}CX zNo^=&NNp%II~d`qEFuaVv+S4ZH!K*y1v zZte{003C+>f4(J5{)dasBFO)T8=>xvx!E)Ye3x)0q}rKdLI;wt{-M$pQ9~HTgwvCB zd?b=(_#{YpJ}046j^X5FCk&6+%{n#yZ47$Yj#f+ACFZsCWkVfHxy( z*J{Yt68v46w4l3_1u6894g9hbx?8h@-1S5hAOoa!se&^I?A*0oEhaeHy=Aq^$DXHn zKC{`oQsq1&X2KnNoxRb?p3aTwsmYQ~?sZ;|PUgq!tl3#BuX8Mb)u{p2-d@}rwxmd; zU_RXm4W0AdB{=kkuu5>d=qy4dxM@c@ML8OS^{SG)P;N-O9j6?#D*v{M%FeUZ z&m~4l{=%(KrCbo&ucCUWs6G8nXZm_YU+5V>QEiQrWfvApc1Qs_S=e^R@6(Y84Bab$ zCJDcTwP_iOA++8MiT)t^O1R27az+HnQw}j9p5{61K*SRw z_R^Jn0F-LIr=a|quaJpyE^qA9y5Mobi(ZH4gE0amx3J!b0U(L&~Pi#8u z5QARKd?BP_`nThmaugHmf+;U$FKxCW*|L9EEXR`o${v<;GK_iP6XE6fOwm~cW4>og z(a~pAk%veH1vd{2@gqJciaQX;!Mqncl#*!S~1 zHVWrrka4rNd2J$}PZTn2E@XGmSnBbe5IYb25YNz~m|r&x{j%IxB~_V`xL&I73Q$&i zi*Liw*ZnZe(95E;2!{T~jo1v!=dpD_0Ryn@5q~$No_bOa2JUOTQYtvrH1;pk zc9n+*_rXB<^tZN#DlmMz0J>xm9dItAL7&|ThDUrhzY})L72xyO@X0HBg;36+f-m-U zbh$LIRvUSVxL!jlvnPe^pbU^%uT*gkrX=xRH!k4#+J3?D+&17CW;!0s!c52f5YKd? z7HAhtXVGQwwn=oTTLOsh>@5%tyD=x28^it)(OCq$xpiZ}lcczH z3;cpJwH!(+AU&j(!#1Lm&Q@xOxyLhJh9^-k98ts0WjT(QV|#uStZ0-~8g!CJfkEk+ z^c0zic^Zw>AU-UBB-uk)gTO>2ju+A$f#Sc2X|Mx+V>G4BD;I{!naR;>O=%IqT8>IS z*kYQC8BKDc-aRqZukQP)F4eRo1{OD4o0TL|kfLzVa+xLbn*6x8KsEB};t2W)joo%I zuojVn@!?b`Qep6%RY8|>&UPiYeq7;6xi_B1ROi8;aw$!m{VDczZCYq7BF+?&Df(`_ zK#5|(T?mw=dS6^5ru%mVy&v_NKDi~XJUh&DR*KFd#LBnf_-z>g6B+#i;o--Y< zf<(f}W7DMEQiwM11(F)8k38Um6V@Q$x`1pz3MPZ{o5~}Qj8tFkq()>l@)F6>QOssJ zYXwSgLd9@&n`$)8lX1cN*36;uzd? z8r9P*RBua6Urp#Bd0fxM=wx2vdIB*Kts;A3fgBmx6Zb|}w0L#IlCf#g?x3;MTR0)% z82BMxK1RusF685~%i-Ke)og{_+!hOaIyv3NMgADWYiw6oLe@lQ5fbu6Fm+}MW2knn z{5k6AKgc)=-SbWcq*9!0|9iGS|A6>DU;e1=&F-2KFnXmJwq$-y)@B@xjOLl?1V(Fp zPYKSABk=btYnIo%K>^4@(v-=ji^7bA?Du+7vGN$@C)*bCk6 zps`FXXD}%{3?=wWJl~AsFkSG?#XG1nro^*%PXO{Oy+yU*n3X%i9P^8!vj~p)V;VK- z@-Pun4iz(o>W)h7ly#09RFj0`Nxa>CN|RJEDl_yFN-JU;4R3Jp2=60RYo#(*EXil# z?xLdXoZ*>r2C4*~0X86&9ZH&{MZ)#>}*Sg9v|GP{@Z=<%e@#_pfDc_S&GM^0xHlkpTgcgYq0L152fG9Sd@ z?7@?qm%eDM;;enK6}8~s6*TyRn1++E*TxbE3)H-sb3cjEgibU26y0P8LBvedp?=Gj z9CFAuD3z`~orTw3XHA9gh-v(?=hJu&j&0kHMfAKL4hEKZOT8rQ{631GMI<3}dH^9)#+X9AvTL9z4eGd#fNL_+VE^u4sB@(Jp z_-QE%lKE55>Mb~pRy!R*TcNSr{?y|`QD_^^wd2s5Jfnz2@u>?isd@06&d?N@F}9r8 zQWafi@k0M@aPTAZGx(dE4&El&#$uLyAsx-X9j~B8DKuRuXv^XCQ3qp5b`iKQ_{C&z z3EU`Zcf2dCsAWZG5sKQoVA|^OD`m|)j)D^z^mby%>{Z2sJjDZETkJ8CGUb&Na(s|L z`y)*biWk*aU>~ljr=9Ym;V4-cY1at$#6B23?-k+3Av}nU*TKaSx(Cp>1@`v{gh?n8@7{1m^Sq6n{x1+`=cE9?^A`lbNpYkLb!vy|@rYIrF% zL}w98>AH=9WBmNskZQeBDN%Vwt_73Dh6d~tZ;jnhFR3&sr;w^pm=6^BOsP&s{8>Nw zc82mI^|vbl<2Q?G_mE)cI)U-CjF(BDA%Vkf@|jZy?Ak2Nis-&4WhkremoP2T5?@6kr|{QTDdz* zcBq>IPhamXo(vOt=s&|ud?KjDZuXZ! z3B3KI0A&vu)5D$MZIfY4-uVHSX0Zc4fC5sqOI~7_106(^FLXxLGyI5p0tF^~pto>| z|69z&Lmcb~IU32p>>mYupN{FKEB^Ip1bpS3w2^;Y6zrs7FJF{Y5CX>GL9k0u$e#ot zmVLIT-VVda+Xuul0tAzY7+KupZ3dl40z{3>W?gm%jU|e@Lz<+yA1?u-_+=LoVA<8) z!Q&Fq=C%Ok8NEfakpdq&Wl<;$a8Ps>AqCPK`OquH-{Jbk5vK6)a$%ZbhYlv8Dua|h zJmsXuC_o0KXb_m}If04WQ)re5hVVGwt(|m`R7&)iOO2i7Inj!1MB$raOSAVN)ND zfTx^?=GUjS2QkUPWmA$4LLgZPkVt6o9RY~cz6XTukd2$8%|{b4>L}dU+{Nyov22g# zjJC2K{3V`QN3k`VS%*446?x^9DuZO7A?)xBrN*kIJWg918sj1wD4*&Jk3o0GN{HQ^ zxMaPkg+}0YwTbS%j@U#Ly#l+V*JFph{g~64z|dT=aM`xNt*ehc_!x1g`MQ^{GxWou?v3=Z*u6=8+{{1S!q;1Iz1w{`uI_Dgxt%U| z(B&0$xsxuh^zYq8f4zz>chhB-F0ZD`AJC*=h_W)%J ze@uV9jV=%IFK?$m)AY;3_-os;$+ZLjg7rT1966Uq@I&4G2Y%80 zj{5knYR0__zqzlV%i_Pp9 zqRRtxxsNXYPM3eB%k!VW{%W%+QCR?>+TP{p)&GV<{V0h`Xn)OM&2?X zdH2&_jJ%)FUyQtsKJps$7bA~PWM$;>>3EDhJ{XCS$46^0^0+iSBTp5%B}8$3RYo3{ z>tf__g(*fJmxN&CabhkbkMl|yd7R+D$m4)cMji(#G4gm5kCDgQIE*~@!!h#M9wX$r zB=GC*j~FcOPt?ah;{&|tU)9G?)yL1&$1l{!f2fcD#0Qw&uju0t_t*Gve~Zg4SmjsF zx&Mtn(ar*dT;O9NK1SR{>dO-TvSbNfU?I8`-*1@%H+hu)*Ah1cbRiZhjZnb;+V%lzbwWHK(-I6 z6&q{VG#OJYJjktsKM0_FPjuEppbU&C8S@?LfK{x26kTCnCjtWj+Gzas6%`7+tI;+h zY_3u|$2FKK`-5X_RdrU_vZ{Ip6}e!iDA~CPDkDcHZ80j4>hxSxSoL9|%Mt5(NEBM8 zPY=ii4%ou}3-%)QP|&Q`q)LyW%wM=&N9hpCi|HT%$~eK6<>(IH0Sy^}?>nHTC9Sfb z37kpt2w7z-3`FGW4E`Xf@7FQScd#UVV|DxULewW`0_x*fs;KG|^2ru+UZRjL=c{ju zxgPepp0c0hbG5C}xOv((TM}zD0{AVL{u##ak{KVaPNvGpHy*{GD6CK~6tTkS3)dfN zcZct}G4KwN?lRr0M5MVbPHrXPFd+08dr81d+PU9_h~{ub|2 z3CsH~^q7U4c3drKlkW%|6?=;#qt30X+nURi=qf^U`3lBM0aR4Tn-W|$p=wKNXh)U~ z8lqz)u1@9asQW=jZE_@hIZx#mSZNtYX$5)*anAl3Z^}cDYO{P?Cmp;>rwdUqd^Uwr zBRVFFlpTIOP$4YkRFH2=jpIiy#!n^YGwMZE(%$=#pQ~b%Sq~Dy_b3fPBlou;m5}@& zH#y1FN{3cZ{0%P&l{T`WI7N1at$xd;RI1qko! zEeOq0yzoJLDc&o(idc&GZgkcSWl-(}kq&S%=be0N44LE^6_jO4Ftb(RX%}QUluLBT zLyn7;B3XSLs|{y9&_Ru~ZYi#jj^U+ZrqtHBUSe5QHXT7*u)6fAUlS;=hl9azvO^K( zfwh|U#{mj#zFmO0hYMnJa%?6G8vkIwMt*VYk=r5T!=RD#opNT_H;M*tI(_5m8=PHq zhST+HoYOC)FYDJhXJ3DdU63Q`%L;$W%>D#`(8^UTw?`Vw@~9G0=RLJ8%VDK#rOP&4 zyiJSC=sWpKjFPqe(g#&{_JR!YG(H_1=ZqGb92~BHisx@(PS6E^Yqy~Dw?2m{_rqg! z7!Gb!7z~*2ektC(Us<{P%DTF z(g0PyozD-w0H?yd&P@6@ek8yyd0ogz)MmY~AoNYaLVp_5YzI1pvGsR`2uIF98;DVU z4f$k?xdvS}V!pv2#GDs=zNd>N`J6ZRgf_*T;y`9Ix1n8dETXHZu;n+Xfyz^AiRRr(+BE}mu&jv zKCqY^N9MQ+m&cgX6>7Oa5~7l$m2AW-GDt5&htQc7S#uo3ObNAUjD#v@tep7hM-)Dk zC**%)O8s}dY@MMAvd_StmW}fUEekugSKW)%S0d$n7aEH;kp&mlHw8t1v$s@XG?zQh z3u`W47oA0DE>CatV>-xDas|8^&|RQVaQp`y@`uVma2>OKz$duEkphhb8#>DQA$Dz) z6+tHjr(iDRZm4HH&yD9()=nKV5l*LvSog_l4~v(z0mn)qRiumnJmBTT(-_Ev7+#?@ z{j(xH;HgRl6`0bgGM&*(FX1#9&c!EBHM@bx-EC_$hi-HvXa1gmTMGq7qq#Ni|2d}F zt`wO&BXBS0pcR>S&NG^EHbQ5JPJj@Wz6(|)edD6ukdj#466lg}Y~GbfUPWQJOLLS1?HjDon+9A0gU`?6(`?A> z_K&oe`xUmd+SMe+a9_~NmYBx7l6`X#^de`XW#1ygXBSg$ zU(oN`_mjP8UlOdqyhMg1E1MrCl8I56w>gE~0T`}gX138_?#DCSDE8C^!(F};$5&Kw zbfJ~(8MrTid24Se%dp*t?h3Qrn?z?3Z1=09sB@}@Kd7oZr09^H$x?KZZ_@q)mDA#W z@D93#$5o#Jq)Od_!IOuTb{wcsmw#-pvSWsry$4vW?SDBeFjFZW#V-O`_Xzk&%I}Kj zJsg3ohUiT5ytT@4*)~!ndz5X;33M$H9ufnVjn5NwX7?Y$6ND27cblUnVwq8d6I$iA zDt;saiv!eed5uE9s+lPL_oKk^JSg0c(t2Qp+n$UKt;TYHCLx_${1h(*qPV3k1wvgP zZ<3-oDO|bY{9!~Tf(KqJ3O7PrDB;FE}RdxgyNg%uVmR^keOccH}8p!a?aer zj4Dji82G~K) zw;Ezx&i4<{b7ao5wvUGVZT^e-x23@{Nms7|ic@kYNqRWMJ z`3haWNS7gMU^QL#(xpz9FVp1TH%fn&nPrxr145e3l!YmKzG> zIP+kch4NrIse=d0nF%~tj>F`^awHKCmIGsWu)I~kgJq`+50#pU~LJK+divS$UjFafE-e(hU zZa15F5)<5wy@}n(Fg9}&DaEIV!A96Bshyl&Ldrk37iJtJsH7?8qJ#t!K#jU!7>X_^ zC#A?C74%*{o2nGa_&|=cGCMLjB>_RJGcb9~K`$z7X&(9$*g8`HplfXT?%VA;?P)D_ zz{*5RSbrF>M)(QAtXiVL*l~xB3a-{CCbCr`OD~xKr{ZNPKuy_YRJm()PUR2f5p_!& z2NNaOk_ezlttNm|ObhN{`w1uP)l%uH(jJ^pM91$@I4%yOM^mLDCl4XtD5YyiB5Ie4 zlTbgXP)j>QKpJ|h7>t%vHFK1-7wGbWj%OjQs29gz#V~yzr>Ccf zJ^op$Osri+{tB#P#H8g=1$KtqKWu!ch&T>l0|&0+exCCV!4>Fn)e}Xsas60g(mLZK z;MBQexh%(UV$%W2)pnA4jyE&ysmQfn6+n^Hmt?`Ye}thnPG|z9IWI=%b$E#Ddu(6t zW#Sq1l*CB%dfd?u_zDV?{YnUQwf@3Wv?INQ6&x+U0?5S~X_X5s6!BtuzqqN|97 zzh{>}c)8H0*H_h?Q1qantH$t>r%kvr?~-})8|qn&a)x=``-&IX2dY5t$>vLCQgM-A zoSrO}sFE`xVl|)!U3;AefYuf;-z8?)IWW~KJ~ge&zrn-JOlMd#F+GYzEt^l zdjLE^O|mly0DF}s5~AUG+0t zUgkTzWH*DizZZkm%ltC6%n6J=fUtm$>`+3-UWx<5VVem3$8ZR>3jwvA zLo$gw;KAxzPS_outQGRB90~%J)GFFysm^-4ia5>Z#wyVEV?_9~=_tItHznxNKZb++LQ6R(*ILHrd(DH%?aI z8q!Ovm6om^H#Vi9td?4OcwN|BAvD0}Ok`_A<6UH5W3mD3 zO3sEd*d6OTW;@-?5gJ9%00XdjH}hAfAY;d z0&<(1d5`&&Gw-GNq1k5M3-OzK9$o&3l*2!y z%U{#w({%a2bomWk*3%gU7;=QV_$7wOz!*R>;0)%5v%_>$G5oji(v*?EvkHkl&;l!2 zQ{#5m);bJH*ntE`qfol)F15tQ<|-}#gSfrokmvn{t?1$`FV-7TmL)gA`*5DGNDrUP zPHMx8^YadefgXx&IBUD z66+x+)!{+dNE(wr3Br0PrVFFND#CLA2oIyK#_QC_ed^=&{LxqfYN}UqbB$+eE!M`0 zCbZjque077d;^+LykE{(E3Me>LvZ{&<5Pf1j!R;~=zFcf2XL|{$ zdXeo>V!{|zU_=QIdXqY?!LvMuQ}z%JtG8nB zHuqu#cc>>EO&lnNk|h?U8OES%=hP1;>qa-EP@nW=frhX32n~%Ts(R?0TVDwMY5Cql zenYj4@Qt~~GWf%gLbWHWnbQZL7Vz?R8ArTEu`$DO3ttlB0dulJwTNIW0ibS)X+0&H zk-Q`s%MDJ;{YPr{ySR8%muMy|vz`@09%2R(5OM|`a6_Yc=q)g_K0Ysi71koIT?S=c zAM~c_AJSsRr*NDG$P~_;$?>wKpk)x%qli9&MD$wlpX8FUgG!rOg-R)#^11XBGdjPA z9JB)`*~;Jr7|k$Qy#OOc`AqI=Ak;Dqsrj;2Lmkkh=LMj=tiN!Py2@__q9jd(7K&eB zM3`CrT|sOMzuX&UEV)4Ra^YnjF%!cKxOBF??%OFla!jwM(O66o3^=$qa^bf*6JGbv zY)0Q*U^pq`7le@XWkD~e^%~GDHKL)+6+exjz$Re?+&dN&=j?|wVS-uRMDMfN7|fq8 zNN9EYOi(jErF0~DQIO81`ys$>UelhAam{`>6DFM%j*?X{iQ6ZQ4s;4*Vdm(Q`Ve*imTWyv2p1h$_DKAavr-z8i|CM4ZzREF^AgG1TZjb+iD!IsfWM z@`uLJT2J%gE0=x5?_zboJZ2P4^zOmNqP_5I%rzDjW~#NhY^3W$>D!YZR=oda^b*`s zY3&neEJqiaQUM1Z%#HAuTB?FwA2{!reCF7<0x#v9dkVt-8%yyxm7$q){{Ve84#U^% zUeo|g=W26zd&>WJ0XyYj(A(&S{0SS{vjUY8MtwYK3LwUzva4kp9%nf*B)!Rh49i&| zLs}2EU3cXZ^)Y+QjT5zsKjbQ};*d5Aur(+gVCGTBdz4NdSJrgO72YwAL~d6o30pZK zpHKTE%pV4zDz}J`sUf<8tnD(Dr(fOCpNuU1Q$sy>r8h{zSkhY~DA1)uj!K z$+6HDRy?^Z^(t}pg(W{!&Wtx-p2PI3S(l8jOM3+eiRz~W{3WWpvfBSCrr}-_J}=ma znHZ~mJF)uEeA+SFf8FzWoJuV=x7pj62NT4zjnN(^=Pr<()b{S3;ePm6_7&GxELDw3$|YG7ut4DOc+I7KM!pV7)HcAya}0Bt)Dm&MQ| zQ8Dta>f|zm%YwerkK}4&!q(9R1#DdBvzE$U$s#%j>!gXo-jvYew%ss}T4{pH5z{zy z&S({*MsvPX&hvy_+?!cR-Rw02mJ)Fxq3Umt38l-wD=6Z=n1*{z%uE##GwFo_{&3Id z(Lw=lV;;ODpA}TVC2@9v;v|e%P(hLx1)=;|&jCzP7SR@tVI&k-v6YJ7T<}Pi>Gac2tlAhLO>4PUL}dNEmIfJEW;lOI7Mh%uQh@w zK)OxTq*g1SNqiER6bh$O7&Iy$(b)=C995uWTWvZiW_VIiKI5y+9Y7&nDA_6!qB7a5 z0`sTD46)Bd`=R&gB9#(O9WTJ4{cosdcC*#F17-o_7nzfli z<0zWN5UrXaPtw?%i~NL;MR5*_tx=q#3(ivB&h>llpMl>VoxzC&^W-h#X zk9Q)8L7+lHK@Q(uEr~=Z56)VSBLY@o5qj;B2qNAx&V~9A3qffRIP?&rj_Da06%}Z( z^?XJhYvjwqKtVclZX#u=;9Ywu2xo>`9bpOGikjnG8J;tRBZxCoPB?-%pPQJhjn(sQ zt>IyN|8aMp!6P++TLi)+b%Znl-~S(lb%1bWA!;=}vpT$o(i+KdD{3q=x3 z(6rzXYlGShXG+C0LrF!6-xeI_bNeOmJKK)@yZv%5Oh`utbdKTBu4Ejwbf9e*<)7DT zLT#gQk={s1<*V2TLEvW|rD;{LvC%jJ)o#fenyQacxtx4z?0-#-4QHloGyCjL8kKDM zXEEpvr5hh*4@fSW@XumZ{5qzqBy!mO0Md>cClCm0r46AWc>$q*#_`r~5^uHeC8rH8 z%LKJxxP9PsMM650=RVG}#3pPr9?!u0|G{kw4 zf;`jQiuAOHl2fG`*`<1|T(7OA1bj_hVN)`^@zJyk-H5_)k{1Q>p8B=seySwIn>?s< z>r(@VdZEoHi$Qd(8=NVck#cn3&4pLsvz+GCAn+kUA?IMPoJ6)HL)+pO&k_KOuqB@Z zTXHAuCc{n2M^$nD2xpsenuyBE_GnxCQRzHfY?Y_8`8?N@=aS`fp~!cDS@4y2Q@Js35uq|@WaMQ7Iyy3KxZ?ep8NM_g2~HaKu; zwvwe|*NceVN)^i90qI<0#1jLjdJ_BeNI0HOGNFnnE)rl$M4dXYO6p{N?n@y?W%#@e zgcvL{*G8h=GF`G5g+p?xqVf80{{4AW-^k#FBV7)?K`*1X2>NfDDcD#+y1?#S5ehIg z_Q;Y;D~e;gaV{}cGM{T4#m|#q-t8T?<{3YK0t(=~v#mS`GcacVZ?cBdK3QDV4|=c; z2kcWHVtsy`AYhQ>!>1`~2HnC+7@bS1HIybRG)W3=7+P^prpjt|#z#DreAGfq6Vcx| zjIpj3Q&KYV-s*@M zZwXvQ3@d09ejT^wbNyUV9|BTx#>fC>!zli<0|4M&Fa=j?{+g#5EL*v9WmAe|M zm4=ALda`1Ol$ek&Q$5Nmr0p7v4UCEM;n)t%(6~;}g%F3R0>}_~aE7=_o{rKPY#f2* zxz0`P-HlqJ@U6@>jzB5U$-oUQ@fv<(fpQ{VV=);=x@@-z1mw!EZBTQhuIQh^OYJp| z<5P@LKMH5*?dEedvehb!(Z#hAHW}u&fwuHB*$lqcy#@Dgbns*r`p<|v&esWCT^E;C zw^IX5Fe9AvJ>nMmi4tGSe7%9M6By(6`0)+V~JEPQMag+)3gGcLi_XO<#_p zVz^b*%$=-c!Ou_^(0w)TPY$~ce2loS;cK^5z8R6G$~Wq$z6tH#?LLSrK=5XKY(MIB z_buGnTXA(q3D$p%zfh(yTORtoGtbVQhW^!vm3YumEP(OLHqdU8>|RGgS| z-+{mHcHc=)<>{$+;jdZu-F$ryuITW+{N;VPy4TSo@8|E2;d;0G0sgy!IQ|hb^zm)P z{SdAg^yBy-ed|a>eP>u9qxkO(j+y!he({Ll=V-98aNT*&m%0hx3F;*kAf%OE67DH- zy}N&g?v2^iUa9W}DtikTjaBLUj&{ZuS?N1sWrs!>SLyo(^c-2~`*!@$tkU2d<`^W*3;La%M(#=oaf>{4^H+|(>LGs{iP z^6Rtw>MXw&s07ZPGkfLEx&8`w&V?Shb51MZ&N)g_bxvcU&Rr52`?fkbv)QFb5S4@W zUqwsfr?>gs^lheMHIz`lcb0!P*w@wBgPrtIBERlPAdM*8zr3< z{)X7Dl++P2`=VsD$4b0>!INUbsv|JSjLh)=t zga^Wa#nSk8kCuj~AscM#YTt(7L)dO#fLs~er=@`WN+~^+tu+s&;23OOGH*l|LH6pm zZ_1bIP$tzOC*hciGZJ*BTTzQQ(VGGdzvvMfOjN}uA;jISo_@PDQw+&IL(K<5>x7z-;G%_H$NkvMj%xV)hWn#kjnk74IhI{Dq<3++a! zwGZ)cq~OI4zt*}dTmTu4XTRR&1^Q|SQ?dauIv)`uokaY&2Gs|ya^j*}Rl9{@<* z&5mb@huNJF66i3HH4cJ|5d&66OV}w6Fctfl>m_QcQlRUb0z;Sgh*Fg` zalE!B1Zcwsgg%hfpl_QPhc+NSbO0hnfLBhdhYKJKL0jtD=1pUOBaL0F7Vc242(Nf{ zh=nYC^}?^9-U$`O)zy9UJ5k<;tNgQ}!U{qc%JVi`pVf82nyb%#jaVB1IINI=LL*lSC!8aHY^ z7=>9^pfk*`EPw@=+Y0kvYJE{tJBu4l&srEMz0=a6+c_7ze7 zxQm+$i}bkDG34y!usc}mzJ{*`Wp*Z*l^!Kv6rtn4vrC=WKOdu?+I+-$7QQdrw;Gb2 z+1ci}rPh9dfTl#kTvR4I( zygz1$eWq?x2vNeRPSbqV+8spJT9vXh zs@7_}{ET8BUC7T4%dKwNzss%uVBb-*siF5>F^G;=<}XDvlBE00Wn$*yX|f#ZXA^^1 zkrE1W`1XQHBu7mFG_xYVEnpQPN59bDVxrF2j5A5GT~z7DkMRnYqYS!*T9uSkMOSq& z7d6RS;;O7xs7~r_`+90pey{vybAM61{B8x782R1uRY97^#|*L0E6Y^Vl5pynOFVDC zoC|Y_=NNmJXc!w+9E!*#@c(t)qyQLY~j?j@}bn|npHlG*Xp8#Sr=N} ziK^5T;_$d0&gH6_;U=yxp(5`U_G6wCbdc>49e9{Fo@Y}S#$b9(bQU4RU$>n+wxw|n zK8z@Kmn)|8b=0&&rHl+pq9eYsM&XB!UdyT&9ltFfA@R+-=`3pn3?u5yc?I#1aW-jU z8x>q%KQAK$ClzCiEEgq5DX>}ASv!|eT&TgrGTOx- z_=K)DbFV;u^U#AYA4k<@qGA|CAtLu1c+Oi+PvTD%G{D`NA@KIxYpsskuN|{JLG`Sb zn6|2B^|)=Z(jKE38}R$^XbSW}_j?4w@8c33J`${y^%HtD8SdX}p`aPd{8u#H4(@-B z=Q_f@t*Lmb(4hM?T8ygk(wYu`OK*xAFGtH7FAz-46okpB7+U4BfL zpWxEgl>5Q?{CZU)M#8@vuW3ZQ?&Ww}t^5Bzp{MKK;O1!zsA=cXJibNsDrWV})_;+7veEqo zt5>WM~mZtK6>vAffV9N!eM{gl%?aPdL6j zl{7eG%TvW$ol(}8ZFPo*b_&(YLfx$9g{su}2HhQ07iT9fTKqQXT~g-tyWzT2u>;<& zOH&!Mf-8^s8P5rqrC*wg+Z*+Y&y3-78)_W!hps-A!MEO2pQ=(zJ*+Y(j%Q|{a7@rQ63 zahnyIav!B<_KPx8>(4?F-k?8aA>9co4qN`Fwc-#}W-4kKe3s_zi|h8vOu1jAmuQIh z9dZbc2f#nn;$gS!f^}k~FKK6_kp-vP8Eag@sY}swWWlLx@k6tMQ!l`8?zwa+P++-B zmz7WAvVtx(y4*mQzo*OJ(PcMDx9jL~7QHsijq8F_)Z8pLHOtM+auc)s`YgXX%dZ6r zPI2eVExB_}XXMT~#F;ziz$)&X13b8Mb~94vE(w8sTX0I1ZSo3EHIB-Z($%%#(6!Rq zYPMD{&-J4G)Nx*NhI5*8B@&WV#)e!q(T@n@@0A2FX7ewnzi1VNOHDNv=1>g|0()s1 zCH1OV{(Er|6%P2XWtn=}e4)yFINE}KQ5HyJaV=LveNWakwWMjRZ?^;$Lrj#Nxaqdl4tAwZk4Np~OhMk>Q*ErxD{|mISk;#pZ;|AQ`)2SIglP6Qc%ekr_bf+l& zfEck@M_(W^=mE8PRP}jkjywa~b-k+u_`dcU+Qvl`@Fezc_)tbd5YC7wm#Wp=SPtwq zm*s+RdaJ4Gy?~;lQ^+o27F|S$B`{2sfr_LR$Q%nv{p&_R_FMge>}ex`bsN2s-VG0V zuv*eTfu4)bG@!+YKw%w}3OFeuqwA8SC$s4(I)($AJ4oNmRGoDkA+X*-?l)u{RzS%? zjySe_Zm44!iFza`ERsf<6RaA&o9EUGWm<%I6Br8a;CWkL=)0~fK=5XrQ$-2=VQ0k( z-9!re^;l`?$y8CDdxdq5N-I1nuNaDE2VVCMDi~)gKCTDd-^fCpjWw5*N>j9rsEedj zb98VCOLP=dQ7oofOI2#w%mq?{C3{tn!9Vww3?887EVivHmi-97Md&n-9vH}%5I;}` zEpYwo-s0LY)3fUVob!@zg6oYvTR%#m^`Jcgp{0M@CvkIb69_d?T^b8(xiZpEqf|mq zgISTv6iP*ioKn#%S}PTn07h8gt*c}0S&aAEH8AjZU5SJ5l#yi$N8z-Xywa?P!Hd^= zEDhXgNZnn#%9#Z3#c$&QrHNfX*`2r*3m}==0Rx(q|O6)^*}eMpt2OeUM^0rWm_| z*$PAAQnmzt5ZGVeBkVVpz>QI_;+EG|4TnCv-sZ7=L`&Ia{ovdE6@yC6+^LNZ>aRz zu(Q$0;7C4JUg3x*O_WHxQctT@Kt}i&#(Mb=)4#pN|cVXV#y8z%!6Wz zeeICR^&p)42WPRmUf!?ORXbW&UW!>=?Mt2WLy26eGW5%J4AVLgbf6mjF;PSwPOL_8;c=hy=2R5!i zpcSMleAw_-!=tRKWT#VbA&?+S*DJic6M7T%vdJM#f{zo-b}>kuO*m*4I&I4Mb27-3 z$iweZ8D{3dP91FC*XcZFE`qogZTX0sjhnT_zArGU%bahbDUtoL)f5LZD@DQ;D@6ql4Yv>d4%nA(6-N%K z)#7bjH$v4?YBg9L&h%t1J*iizzerh~oFt9dU(#zVTZt4-=%(K9n$fNImw^IAf4dT- z_isHSJ$v_b>%(`2RU;e5HWE3MQ-y)DAn-iNL#5&n^B%anMIb~V^iv5A<#{GPs-G93 z5}sciJ`Pslm3u0Zm3JY`R(VI`ZQ>otmyqq_F}17pDJezxmA4y(O(8wOdjf;Y{;s+2 zC<*hh9S4D$LT2GE7M+Df99#z_Y|zcO3dJCFsHJ06|vAqJ#ChOPh~Icvb7=a;Z`aimud9W@_z39lNq?v1FCGIi1au z*d?hI5nMx8U99Ta%wOl4=P z!z)(ooGE9W)vGn?R(oXG?00 zWrIX_g7*Z%ztLNS8>fRQ6=n2Z2@%ZR&SpN^vuKBgJPXRIjS%s>nvL>*e;1PprkJXWlOqu-3 zqoGNT^8Tz|nQ+F;I1{jK*!)jX7&e_QSxwE*+pFQx_C1wwj+OEhV1T$l-aZ{39$wA1 zPvHG>sXSCKJ5{c%Oatz5ZXAAX)i$iH)vFPvZz9P3o#5(J4ng06 zKm_(XtVaI`YVfwhOVd0W1SsZ8b%ZM-a^{m%cFdXSEGmvwOBf}=jP~3j0k^ND#I!aN7EfZh2Uvno?_a`@q z<#b65L4;KIHAy(Hq|;=tiXo1~46%b1Z5;oW=uC<3}9yWrYPfV zjguSK=Ggk-v(^otLy>x^JY_@7;P`OF)0O?~R)CyiHP?{%Q;~aGVf3&8=p$z`ldG2V zbSOAQ=IIS1l?7s11N(L;0!KIX3rA;D*)B_&kgFtOMJ!*vdP@<&UcFlLPNjQUEPFO) z&>@z+m|N8Csg>Z}6OgzkrqQmL?70z;kTdYuZR=SE+zpDSB|F7(3aLX)z2157Ga4!8y3{aFl+ga~hmYEn|3z9~rW zFJhYQiuA5L8z8V2p`1fB>B(mTEd<0_SELs;un?AP(mTSFk&0tmo+SInAjy4mzDRCt zSKB0aH6kkzOAfg)?G^K-WInRHDT^8@(OQB)^lRN<9L7T+@g5a{Gn_#J(M5TPm3r0^ zH2vyCQ11_VOT9+SSMCT?Z-_{?$c;=tC1=nbY4S_RMRE2Bt6Hjbc4`bqR2Vg@f|@@S zq>QvstvYK$fbrM;0%I)#j8BWsf)(OgyI8$#+vSu7yBk}#1<&-2>gN|$KkXysf}L0j zr6N){^g^K6Gh}yZJqx}k=xm-7-CH5+hOfmVsDW))oankWfvThbPjh!q2mIPld_4kH zM~KckL6y6bnqbx))j{Vt`XqQ5vLCTt%po+4Z zhMB3+?CImU!$uEqJY4~oD^8%w6ZJ=dB}k>AjOVOV%uWY+rI&NPi)zQ1;Hv5A>0za@ z50@$vYjrM7b!{ky>h=5Sgru8iP*4O*XFu606xF+kU?Fu7bxTn6nK4Z!p=cFvb*hfH zY6|&qSk;~g(w7tURF#GuQ6Qg^;OI(8i5k-H2|#tZ8lyU}S7VYHG?t9v2+u6`ydF6c zP8|1mNWjKn>fUZ**D;*h7OZx^NTgOJPB}Vq2+X*m!&|+TOJS}l3Um#Hxzei?Hmm|G z=~YLqM}N^HoH9i*uXr^o)NK)M_%H)AC%qZdzl&hk zvXC^GWc>sq$9TSXyeq5&?G~Lyn9;crg11f(WCqQkCy_a>HnBWcM>FQFV)#g_R4x%9 zPqR&SV0&&V%fU2{{R-%p1wgunzLCfGezgPWzgFb}tI*0q3939&PI4^n#9o@JnBfI` zU%q45p_Em1N(=d-@+{!0GgW9<*bhN)G0tsCL$!g>%VvN|N}KWaNoXH35NZsONy(&2 zDY9_1-;GXS^45M~a;_6hzHqfxI6TBT zeFv6nZ*RSz<2EH*>Y^P1@_Tv<@)wcD&#deI2#_~KXB~-8vpSRTun0pzS*`%_muS$_P4|jGzr` z*9L~+X?G^K@WBXt%1P=K`K%b|ib=@Vd$<;(#`>gySV!#K_$Hz{_?p#0`~IW7S3zG= zNya!5P9Xs$*EshVwK$+VLD6@R?|Lnr5I3pHpaoBfNB-6nKSxx)di7<>E9*71UN_|o zY13i-@ZRCQ$dJ**<`Mh$o{mGVhXsG%+z%BJL8rAh13i4TR@!|@kl^x|VI^5d-f}Sl z?9CC&MZ!QY7u!c5pX%YNh#Jy=Sw!2xoXx6;>Y(#gaRrjuAstB`5?Q1COAQJw@%1$F z6sJJv%(0zw&mJ1fVH-A}-r^O`#OD{aFtw@uIW5|k^t(ESP(t*3cyMHrO65<27T3je z(E(lzExsj!7Ug_2EuPvMh+@dHl^)V+)R0dX@ad9+M|IFStzM+!EkUNfqQ>=jPf-(`6T%C1hApVs4=$0;tMq9%rZuV zd8Smy2G9_T9dcihIMOScoLeYcX06>W+7Zxc^cI5#I&Y7_U`yzn8Evgn&>1}WR9)ET ze;k5u5oz+*1uWj!FIYU%4lH_Lsn%7Z=IYg(aGFc5SkF?rgEO9m`A-FU94ge4Czm(& zAmPnURi{8)5E3{U16#?SwD3zcLI=tg;WXf1sc;b0EkewnR*p8(TVWkPGF$ZhF`x}` zpk;daQn4|&1=cwrfg1Ea1;5M7TQmpw&TowfzgQj;pXJ%146V zkQ{^B{KOuu25N1p0-hnxNcl)u{VGR^v>9?ZPE)xRK1YbMpEyLfkw1nrF314Seiv5f_|N0ro)#1EDu*u>|Z#C`x+I9 zcJ0S)wUFB&f8wmTMiaruR3iPMmo8u(A+>T=#rM%(h@Zl-cHuxjQw>d-=uE=Q`I3nH z)Q6yuYs92U3h81M1iIaa9jl-%R$oYQID|)vSyb8C%I=DjIF)&dgB*`&A%WCjuQ@Y^ zYDjksUZB4XAy9IN%5+m?)evNxAten(YmYuBU2l?8-IRbZ@1ZkAX09Jw?R_oo2QH_w zF$$0D^iV>lF|#z-T6F^FaxAn~O(P;E@koc(no@;|@98sx4x+QpRxckOg3_@I-kWfM zS&PmCDO9KPrOLwo)>{05vH@s(4DIr7C{K&f{e_m9yVx09Xq`ewi=3d6fThO5No8JX zol2oSnERs)ph}WSoEB%X(WEyz;VcoG&qq>FzTH9VNty&qh@h%~83_zDkC|{l@DWgX z+aN$!P@EkE7#Y&3D&A`7VrPir1|5xs12a;MfJ$^*i8Ya9Dbg2^zAjQYT`%%9rPB|w za~=uk>Ku<~`ShWVS~u+|gL#MV3TFJ4&X>6}9leXPoQO@RKw`$VIQwKQIJle7=0z5?sydU0#iWYR<3ce{)2pJu zXQyyN5mdNP=7>26J)DcJ!3KhijOl}E7?rlByzhqrol*|^w4f46l0ArL`dmWuolv}r zXL?FZQb#nE;}h3M7lZ`WXpF~~h;jsDkVBKR&;@%8bOsk5Y{p=B&?3{NyM#CvGuCcB zB1EyV6YEMZm5?kIywN79!ok5Z@bL>ZAHOcCg1F{dW)UlCqoX&)B>qQ_Xg$K+KU0np z^LIsOQSRRQ^g+YsbiRekvq18$$#M&{XEImIdiAWQIvjKe+9wwqH+p6?OYUV$4xMD9>%N#^ZL`m$+!#fSq(RpMg4E7P=&p0NdYNIX zolQ!V>pt}6D4|Ns7_Mvkp5#+KWPq+AMb?g8m;6oP0@$y4H_3ifj-1Mj>%z)2bm$sF zfXd}g3zDmo&XqTpOj;_S4F|V1u+(TF))63z(qB_UqJo4M17_RcR1)VwA*g0`iVOES5y<$s{KQ{r0NL{>B9tvjLbfC5c z@r%IHbqO7GvKBR#f?9arA>0J`Vk{9facd|EQhSe2p<@L?glix%({;9MeHcvYsdAMb zKazmNh>v|BSbe5xHA&$g#2k$$G~dM>1rbx~1aTAmTWu^&o4J2lQ_Q%u$ z&%AZ8t>(uvwk`#qpG%my=)w)QG(&NE;f8(?bn)JV=DVPaVBvn>K^Fu|99<;AnTal3 z15tDl(`?tZ!=>00+FAUa7{FUbqSkJuL6M}QZ9YbQpc1{RcrpDL*m_D8D1!XFe=x0_ z?A|mf$mEl~C6i$5Tk%kI50-cY&g>#lj*8-f2|9jP&?rghuK~=WR43cGezg|9A|Tmh za4@M(B+WJjMx#!OiIGTC8qx|Q?N1kiOdjkPnQXcUn6yN-2u^J>vCD-C8nJ&26Uf7h zMIhS`#S(~B(7g2pO&}(aEv~9V#D>bOLR7p`adPE+vx4BceI;ZIQE+VTK!d7~!e*-i zY=R;@dBd4P*R^!Tlh_{(^v9||I`??oLSK|+`W*pnwja#?&fl5fuvMOnwnE-4=PTHJuOmenU zza?hjoP>dOF$;l&b-iO22n$BS%C%i}Vw_0`jFFU*d}jf*xW=idrHf|ERCF)bqWEDh@i(iSW>F``4@arLyqGvg^db#?+lLLjh<5!me7?y7a6c0Y5F zMqHIYJ*5#(G`$=|cyMsa%v@s%z7=2aujphRa$_eurCpBK3{L5DNzI_DYC-gj_SZ;3 zF5x+`LA+g1g(SgFmQmP0!_vvvUqpA=w~Ef9vdiK12q)42Qe2OQF|k@%2leSRqWV^$ zjv~1z+zH1rAY%iu(&PCim2SdO*ASvOQFt4Ca`h@#BV-LRFnOu)rg6kfQBkM4VY`HT z>wzC}#7LX)2L!1|x{T;L&q;?;xkA#uB$ms43B&4QxdfU{4Nxe3IqX~mYPWt{8H)J{%TKBRU>lC#3<&@*pJSBEZL2(00e+Kc;~bZtxC{k;T?_8=Z~`2)SN`E?o(y5N{k32L02FQ1Ym zmWfHbhV+=genvUp)xo1y2kEu&V|!HXn?kKR!zOhK9H+E0RQoREP~UF1E@X{0FcY+Ij(t;s zYb8=?Dh&v|hWn`fE!`^u+dBmUs-_P?kYZJ(mU5?K>T%yTr^UJSS#ry0^0x2&4B-MTIX;f*d##rAPq&66Mf!IoU^`-tc}6lIren3qw|iJj`uh`x z(Z%*2m|s5bm~;uVk?r^QcoqbFvP-$Z?Y*TVYmN)PcL-!=6kl8&{H)bMdPQN(BF3#- zcNGeTno*&eX#AF42X8QIqFAAGNpwA}s$M|mdEb0&e6dtj!51}Ck^dhHNaVak$p6Xi zu}ZR!dq|MOrxUu(MDD-gAa@C)A@?g4xp#wL0g7y0VlWeByFmG*z*|Pjc6HD_Wk2~k zU7*_VNK`u!sW}{9y+%DHdGNymDv81f5uOriUs9gL{lgH^ufW6EZw1Ho7&0iW}a@rJty0iPQSr6lKs=LB)*5<1UB+`r`@ZV9O&?&i|WjzEJP zSq~SK3k^>aIM2ACTpe`3pf20@e6XlAX!Bq`d6TdY8`3rdSqg$SuoIfIxpoc=T)ZX6?lRgR@eEh?^ivH& z<|6uCYv!8IDC5z<_APJ#Q$2Y-C~awSKD%Q}PVKW>x9+PJN)vOGM1IK@t_sXWg6WLu ztvI8K3L&BZ&qNVr5o=V0ba>#>;NAT=VS;X5wk4-^E~RVDsDLM6qF6azs#Pmg;wN`J zU*i)Xxs}UjTc4$8O-oq;*p$xVm)L{$bYT1|bDvl}U9{Y(NnB3seMDA}7X)l9e^5ZHf9 zLU&y(@W3YXM}+fW9vJ%so7tMSDb+OH>P(NKP8fZ}Dd!rqrkJ-p$z6qVFuhsi>P+lK z&TGcD1PT0FZ%H8F@qgkVfnQ}3=z_9>*m761A5oOGA89vRUbb-e!l3sEs%8eYLhS`V zn3hvZw5NYfVEE7ah2c**F#IRkG3;u#Qw*OO+20H*H8XTtNghnVRD}DjQCp{JS8+UZ zQ%u0u6PoRU76UH#r;Z6A7z~%QEh0(qWnx{ff&4>uN^mvXDJ5J$*&A(y8Z(EQHa3V? zB=;Y9umd~9nGp%f^rWc8@w*_LjR~D)BAh>S5Dq~WM>t7PXCfTeK-Tg=x_~cW(ynGZ zC7ja@3(;b(nYttfvLj)_A`D~|HEdc{1fgyT8hCC(lU?8_U><+&paB|x91SGFmWc*j z1Gy+W4Y-=^lm#-46bGsF?2H8);dJBPIGzv)|z}RKUNxFXsww+W>4wF z!qm>zntBrvU?zy2st=RFB3N9%NY1(lL1K!jA)?}PZ16oM?_N^ezF}vs1IUMA+eW=!~aD1CKYB|E%&gHN+ zgpc9Tu$?_cAe$?o%MN6VjO<)Jlu-TtxTHVxsA1Hwy#PWONU>{2^FB`9kGkE;9BZb>a z)3&#)$NH}n_|eIw+|iq2#r}AYR%{nXzHEAr zA^xkxARrKQcYMvwqM7bD+1|p!8s74pv=B&$`W86+VsU{LQ+TQu5d zN;4L&d)~Uh6M`s4OLx2 zRHaoo*3ia^sBG+OXqZ6EC1rPUEVYX5vKC=?O$eNPtY0{}A`MRLu)BX;!C`k`H*B+^ z2(V;?;GiHr_>Hy|6Ja+zpvwmoPvoZ|)AQOOlSXb74euD`WjCr6Ap8Z{9H+U_;+@XV zAzcnNf+#JHo*gB&sGl4~Ij9NbbW%bmmM#sA&X~i7hP6tY8b!s|Pz(3~4oJlsr4!=j z)ZuTG42sq4Td)Yc0IasP%?+m>2^jRwfzi>?0fHtsG^DjUzNMr3$snMj`ok(8y7kB4 z_YbhB02Lr6AWZ6$52Igzk_N3C+s4h9O`Z?G3l(MGIdB^q1AjskA-xom1L#lQfHXDd z^cgqQa}X?vOactEmUF_b0Oz1Xz&;)H6M%1EV97zlnM2pZxm^=D?P)e&E7TPTTziX8 z?ZPC$)LfyNqQNks1gIS~c)|1<8He80$N_}(lJ3e+p$N%xjVYA%nw;WM7=0}o`ItKd zJ0;;r()~EL1Dw)Rp0i>f+dnQ=`XBdprMsdZuYK6)ai2hE4hix1v4jXfGRR6GUEJ<* zx446;V{!f3?9fPE@Usb1q(t211D(EcP8>7rprJ$XJcWYYTB|UJI}9>(Gy~rf1o!0x zXu1%GgL77{Co;2?6G9ybj^|}HbNCGKt<{@@1kt}MpnPnppgbpT=gI*1O3b1Jn(qjJ z*L|s{mfiHzx{7w=48W~Xvnt^;HwB32Eft8*Nhf5aM?x1yfWXx5T4yngy|^e+kDR(i z>Qhk0_TExPfa@C^JWb=;c4nMTtTqr%1|(J@zpC*o=hBa3_}#lR))tBr`DPh02lvB_ z@BJDsI-xf4mUhaGJ7*ZMWXhPf&yQg z&`lQ<7|3Y{9TZ3~8S#6)uPvvCI}=NA4JbxV+0`@kUClrb+7pxZ-ri1Hz&3tTOxjzP zEnB{f{wc9QAuDDMGDZqYKZPwMkj21ZCm42fZerywtB_n3oxUt4;J5lU0k=MRU06io zSRaWS;KAnLPr>RpcBP!B;t9(6F-zo&eJaew{{(<_FZ!)&aQ;FXK0bCe0Cj_BZ_v-W zxyDuR8>MNORLM5UHalZkbj6{idqqs?-}Y-tYlSYR^c-gB#w-~-r}2-4C-p0fHL3T! zHua>wXqWHBP^M6oki}MUn08~EZVzuZba{;;Y_t>_%`XJTVRD&K6R;i@$Eww1 ziegmZI?Fq7VEHY1Tgg$Zrtmluh9-23^|gm&rHt!6jJ zX&8J~20SsS>Q>An9MYW4QZ0~WUi)5g{-W6{l#FMcl5iHl^wz-I>Ai$BT+(QR^M??m zB&?tpcig+_TgeVxyf4V=yoAAaA>aksV)rjwAK9uTX0)i+9((GP3bqHRtv*J`NOydm zYhd;sYIo3jX24^IC<`#X#(x!tW*gkqRk$oULg4yackeV(Ee1G+sf6+Qbjpc>m@kd;rXtikW4X`&sB=E!EQ~osEWCdqZmzP(%Q0r zc^%}(%Yr2-eT^1JI<-d!slhxCPLh?#Pg z&MQXUY9cDc6tSd^O8oRI1wk+Yvg?9=sa7!k`X&60^2GdR0dz!OY1`a20TFLbiFOG6L%LfXp@J+QQU~Ky6-|w`UaZ$qw}?DLD#8K^g}$Yf3dCW6o)N1t zRl*6+GgX`zuZB-yg+|e+6^A0@m6Z7ew%TD!PX&zDE;yfrGqOW9*<7<#!0J) z(FwED+!3n6b;qDN<8hpJjA3v;2$bVf!;`#^48s69@?*`$^wBzKd%SpceY}nW{e|L* zEyFnqxvVzJ1rQSEbdN|UEtJMlz>`)Et76>v;1rs! z<|vqv!U>zT<3+59d}W*(oGIbxz*2pBi@yl8MfBM(&#Ku4s^!Y~>9Ge@Y)uJ9G0SS+RZJ5BcQiba9 z(<{5NDz8J3A?-hOd?T8uOm0!pxXcHdH7qb3??}bd>_2+}7>xb)QZWeB_|iCG%Y-KvEM<`}tM5GQDj4-%q+O;)YxCFozw z#-{{=B;)R6bB!#%jsMccY}AhsjslsC&fPB73i;u}v5_s{$m3#$@)x`R>iBud$<_?E!n-}eZEN<2B+ zh$mstqq4`@4(xtT48+JDhx&y!fdtvNBqN)}cC`Py0ByUdUwlAWB_Jr1o=YBtty^sh zL3QuaIQHp0g^456W)e0HMDD|`f#+Gsrgyh)Rk3cncRhdWR_K1aBIElPS#h){5I1K$NeiHpz%+vQ1y6R%N2Ug@KI|x$3 zWeD%7JHEbFR5;x8@E%9cuTr z(6fKJw&7wg8;d5GNjuZE$Tj$Euw#V%4UAL0I?nuCHR4Phkw0UkqlbvwYj-;aV9Fr+wGnK7TqM(tYU`fWOw zBCkca!PaSr5ZdnLPaG{xR$yLTXq`5VV~0XFil+F>*(UhqIb7b&Zz*xe`!;UoIZzH| zc1yC0KIE3{gosdEkFB>0++OSKMhywlWsX-l3QcbkM&CLW_in9jRACEUxN%u)z&ukd z;LoP6$G5If9Y;aF3WDN`85nrgryK~XPa&zZ43T!h zdkx)RQLHR@EqvSW{S04Uhb#QSug8b?Q>$@#1K)llU*E*nH}iFYuW#Y&TlxC4xT@)W z8~^=wT;W9iIeeV--ia&l@h*JqJ7cr=ZhY?dejZnElzRCEd~2)kRSjwfV_?Fu3R3zQYzS2JYCfb+N^3-}ty*XBIlp1W4Jc^VKoMuG3&_b}jnq#dq zgMm*&wP_TiL-#)ZJRsyzU2eu$xq~hr zrppKE@&X#rPx7$86dLF}4|1LdIM0Kd=Yh@hpyqi%^E{Y&9>_coVx9*u&z;Y6$9NLG z%yWnH+}V87`-<*}k-_@{BZDJY7#Tl9cwl7wE`4KUtR@68GL8~%7#UnDjFItsgb_x@ zcj+4=gUfOQ++(F zKEAC!9#tRTQ6JyM2Nw6g)5kLJd-(9akIUU4-&+^FAK)w6S&k?de5}OBes7ifV-5e| zZ#v#u{C)QVR{zP>XyajALTfvSi%D-qJ^KLm&)jXulZQ(o4@Y^kR<|5t?ni`h{Ck8V z9_4S)Hxb7cY?G%TS_c4bP#>qOk2BTBS^S}Gcu&S39HnD+;nt-i$P22~M+*5$saT$= z%~eL8zvtkH+RI0)b$Cv$%Ns6#QSp^ z1VxBJ=8BesTY3BK7ASm2fbpfCgYnGMGlIdpkdn1O^+G@<&?U#}k6zDst`Qo6@7o!7; zFuC-5zi+ne@8oG!X@F!!I2LWfPx zuzSUdr>R&iyyC>Dl~aaH>)LXrOoPL@+XoJk;ej`ZIvMg{N@OD&c7Or`y{ME+30VZ> zn9p%kBA%uAL;70Dil2p$iA!Dk&W=}W)z!eyd{Ciyob&dn`R))e@*_-I@<-2WYq3Q#H1fd7)#8$#nE#Zig(|hWy^|Qg82UL z^c3%shohaywHnitv-Q?`oK#V$lFMXaKmUOoFHpcjYcvlMDfzJsfOh7S&nGHgU(QM%*0uI4Kq0s8^BCV<- z<%k&O7_v9UQ7H}Obk$QTb%Mkc;ZEPbU~a)B56xy4xiKeZC@6_6T;L*H zM;5+hFdML?1|B0m0ey(FVRZwqNH+%Uv)!w}02TIv~URLKolLAuot zwo>@9H>_bBw31$1J7`NHTJA*lXeS*-_k3GAiokMqXpm8nZO}VF9)p9p7`eN}Z`gKa zz?Uqz8K-uDX13S+mYU{RXWNKzYIA#|?9mwX#_$O*$2fmzzqMDuUp?_ydv$85hwf_c zrPLt#sl9vXLOyEm6?9<-HQyr#wfAbekayafrwjR`z1PyEm;PwRWZ;kX-a#Ftc1e5h zp~vsVWxp5ajP`z!o_RdDqF2K2EcI5tqjpTCKt2kF6RslTGL^a<(XM6iDS~?~)<26d zDSgiOVKjq;9u5Yt3xo9tNDV~C-`EvDfrTTcT`nZ}ulmvost5Ty3 ze>a0-oGQEVgaYb%`o_DX2FmsvU#N#p!Z10xb}MJ>=DLx7DXt2N0C12sW~)O$ z9Gw^e7E@@d@q-RR=8C*A-LS2LOgG{1T&OPgy9Bw`d$bzFiMzi2n-N$m9xtKD1)i~lSulPb2U6HbB~*qVf3O^x zPuR8HZiXpn_t?zAMJ6(7+L=gLd678fQ$ifUfT8@v;uo>BD+wKR!r#~y-mH}tTIYrw z-*RD?Er9ImlsrIDmdpq*(O%YI{Y$uwEqoQNtPBWxdg7v#C~NbqK;p}LghcPB(NOC= zfk43;YuAbh*)phX_AkJ+-h%JjpY!y)!t95!{t_M zor?H5G6f!GNIP2@&+E~?A?8W)FDWqv)|j+nqgPB=?`>tqM_<hz+3>{KpX@foqHH zvBqIzrRKDcT*96k4IiOB)|WpvqnZ(viETNQa-l<*_?S03I*BA$l#fAZN{q)`$5*o7 zobu$fHP?t7R7r+Up@JwuA_pa~p-ub@H@+|X>Ro(GY7|Iz@rThB;M>n5+i$wsE`OTP zWGCxM?G;@_nFV{tWsz-H!fUo&tdKUd3@xJlJa>TF)STEIcpwZY?nlIGeW3F>8T8&q zFA+;h;;7z-=qcu=Ux;?n4{mx&Xx((dO1+QMFj=%nOCA?@zB&c=CDHYeS4IJd@X8kq zh#;85--P+?CaSMWekEX%xD+clL7_lY)S+}-j>JRBs;SZhsbo}@uuiTj)V&za<@UpB z0`0;-jWqNt={{3Uw1LRIB0d@@pFuhc^@!eBals>giZGQPRMk0AzG|`wjS21VVpR@8 zG%{WA9tOiIRc%hUG7Ifmsba`(0n^9vZ1@1Ph2x9-=kyq2525`KkQ9BX6O!>`oiaA5 zb{I6Le0j2pqXnl>wvILqO7KKH6f}3-rPOAW`oj5y zCngXGLkYt=l@FjYD@Tnkc<8DWwn%1+;hbUBoGcouWTp^P$sIXVI#!xN(XV` zv*zw_wKh3Ie~s*_G>)Q1O|>$2lnO#lmtLe2;C!I!K|q!rqyGdY{7B{CfT`6oER z4v-((clG`>6)uXO4sCeHIUkj1ARH6Rpq8eeM(n$-G^Ka8QKx6=f``rdV)BzA15hw z7hSH!MTd7>M}M=!)wfbmwQnY&tHcm6V;_azE}S#8iqI>;SGNQtH;ZN@lj(%UdkG20 zlAS6jLyTF1F2~%(V*g3PGOr601Qx7|D+PLhWy^nc_-yQ|`=}r##6_|bG>UnYii0p} z+zJR3g_i*){X&kDU#8#*Fb9Xvpu#daVo*XEM+T#~4T?6`s#-LiM!oHc68+A_lyyix zTmI1(N1WA>Es218ob*B|M`Sc86pJ%dBMq`;WTBF*hi!ACI z%+RQA0&n~gy~g*Dua;AX)KfUDAQz~u+VeVYUS!p^JZ=ufU}x>f7PBd7TjrA^{jm>U zF590^pvs6a{M3ZOn$DFUG4V+;sUJufKqt#vnK_4yz?=$WQR#RxLJ1N<&9O{`7H$5W z0{qTAC0hPnk7$6#(Nd#0t-YktUfyo?lAdVy9mM8~$O718u%{i-5zwaAPae``K&3Mr zjXgXwNAV3zqB_zEHQ|RT;>V`Y4We;Ln13vWZ0#p@9`{*}aY=%7J|PJ4(+M4RPKa9! zA+|+IlnAFHL@1GwkqD#Be^P+n4H0^upe9(@i#Fdq_08@p!j@So<__h{^(kVP%qK%J zE!W`~W{6W|7&;NI4-;t}`IL%H1%wF`E44C9jSNr1O4%G6E>%akts&FGkl#XtlWr8l zaB$IY2n4nv)(bm;K@xFCZwli6w}b(9PTW@*;_ei&QCcrWXkFqmBdtf9|GL0LMp}=_s3#f$b`w!6CpPas`QhK7HSV17n}_}sfuX%ii(m4 zmY{z@|4;ck*i($nuM_&$282L#JQkr}doFAWXq|$rR^K#}m$9Jsk0La*wHEs+Mb<8O z9Pn`J6dW|g+R-w_EH2!*LQ~AzI(e6SL_FfbBgE?5Oy_K%D20@S@a*eFDBymHkMuhU<{?KQnU_lG9P#;{uAT z=%bBd>r`FVoy+giz`YxYj`z~#Cc5mW%Pn-d6_;Xb-E{s$p*Yi+TG;yo{6m0to@=in z)cOYYQ4S9eFSG^_S#5ss4&%kvs>yP7Y+=5&Mi~+pPPR7auJw)i*1Ae_dW`BGs1lGA zoeck9dCp|4x7H#iy@9G!x_q8*Swnd-p8PA(Q7pS{ovz;=B8Mb+2{MLU;YZ#O0ZY{H z9ineEdQJB0$Tdmc%XnL`uPyeK@Vx8&F+LC9nBGp~3BUNFi$^Fj_hP0Hd2c(-xOY&! z;5DgoiJ}4zowfb8jS93l6rHn0!w1*CtHZj&i>X@d2*DXJ_27edCHG+ zhB>JHRiH#QE8goEWNSXo)bl}JZ>5FkId~(%nsp9dM!1U&pG!XnG?g-DS}om%+AS?zY^_A4%u${pWPLaSntzlS*qrx?0K9#@K?SYc{G zwX1bY=y!s+ppoO_oX`Sig(Q2&Mv`-Y&+x$fr9aZ1dMsG3)SvGl0 z3^VGSZ2i5Ca)mZcp=nxF&=va-VP}q0HTB(n@qCX}4n=)Za zq!>n7KSbe8HgVb(h2xQW!TwGX{q&ia=8Zf~>7g(?-6N|IT)&~Yb>PF09~t}(ZEfm&m64NAs7TbGOt z$VH+lEKzqsjnU>K?6j@9DRs9Wq>9O`Cz#CO0IEp0=|iu!?op)~$qYIO2HBiJ5;BEC zZ_z5Air2nn?v_20Iy!k#5X|#?L@-)^3U)?Q=`z5}Zqb!vce`0{SCk2a3PyUNLIOBm z%I8LBN;9Jhe7LS}DTUVk+)Rm`elP}mut37nLB*MZ$Z5T$JT0ktxqfdGLzVJ^cS!o( zTPra#IU9UOp!tr320K}o8qE_v4>pm10h;C5fo2Z0Sffza0hl(MT18lwaH?AZ&}xqW zRSf8vJ_B;kag@oV#fKelDzPSKJkur_9Z=hK@HZ?nP^=}{cJwk(CuWW++8*^&;+1g4 zi^CKsgSQe#9v-7eFSCSdK^1=TyHqw)LI|WsIDL%q2rCZa9o#NdvKcZrQs7MvsY^vQ1QD1~+aza0hV$M2ibxa@DRkuwmDKk&c3oKFl~_d(DjiDpX@mpZ7N2#2ZQ&SdvwJ}W;2-SrC>B-ojbc+QBpe*mn5tHGEJV%?xe24S2-**4e?Smu*p(o=|1@xvcUQL_sEi%OX~F7jxBrXh zwDj{?e3dTdfY*K@UAKeYV`!vxW+Oj&v{sx(?DP=w331}-0vv+42k)bQ$5a@Url6J> z-S?@rfpMHNc@)`g8*b!(t_qBxH9z9wA3H!g2&;9n^>k)qW2XuEaD5p3kgP;TjD zYkj>;hnvGQjGtNq{MS(~);+be-dcr0u?M-e!5Z!ghnvmk2{&rEg!O%RkZO z>$s#qV1$UR0QuJUlq9aj6LmU}N_EGf%@saSurY;f&dDj{P1fOLMnpQr(<4ltWQVO= z4|3*ZzKp}35xzd1AHVqk8H3c1*J-Ke7KF{uG}I%9fYRzL#m2*ztj>$25Oz`%V209t z_~R)c27jC)OgOdGn3#eZJt&iuFK~J(-Y=d&@;@T`;UvdMP=jam{86kndRLWaqEYFl zcN(c;Fd}xO*?>3x3nrm=Hb`Fu2n9R@%iuK8nGrdzG@x`mYjSgztxI7!aya%nGv5Y% zN+Ahu3wHf1F>u**7h>73t_9L*qwN4oXGX{}1N5g!f|fY2e-xOwZ0Rv^Dq+H`z7CL( zMLxTsM_{Lx&m6?;WtYzm^&E^g@>zQ@SUwx;KMU=EP;67m^7G{a!QWy{cs;_ZZAR&U zJDeN8J&2(?=A$Qar*o*0O*>Y=jQt@Zd7j^1@^n6;u%IN*lbElrB~S0$B+J=n)j4F& zz4u&!kUw@nyiyQIf22;;9s7oZ4fmdO9rs`ETr1_y6%M)6TZ6%#^w#2f_ky<`9}qFU z0em84thWND6IT&xwMESD>{0?6316c_C{<2Y@FJ|g<@_Yd&5}n5@||xOQ(953G@;6e zkaf!(SP)pbkdchLsM4e&he;SksXn}Oi!xoo=oNWso32OFoPo#=OBokGvCUspoQs^K zRIk4{(Ja$bK@BMqR5{d{V5t;m$!<1*Y-$8AqeGbY#+s8TMtLG?AUh?51jz;O!%W3V zk`d8#y^lZ1T0{2*-};S&#=8)}0x|VXM@?LAuxcbEMofJ$?L@PEAu?+~>EnK?1 zJ8SFst8^Xrf9qH;w~m!dymh#66`@{x>$q+g9elzEvl#mTJ2aFbLTmDU&snu>*`X=e z9+fjx33NeF92dTz3>h{t7EzZ2RW9i0BsfS%_n}UCxrm^&=TQd7_4MOtAkmHIA=7bX z^?G#(VQwLJsqk$M3~>J>>}iRU`-*sLDS%Ez#<6JWm+Vu=O{vszO2CH*IbrI*qkx@a zRx~Us{h{9~X#XKSPw`ZGcye63Iqpw+VEHL3EmET+@IsxDAWZc`DBO=sqnt8S_D7H} zml~*^hXaE1Gx@O+{^B9hTO`y@gWvkD%t3r-emjmDCv^H8M`B>eWqJqJBtS+Pdl09G z9Z1u%cuJ=><1pWB-~deI-(q$`Isp|x^bsX+lJhMfRC14x0}TJpSRx%Gq&m#OlRc3~ z!Y@ngd^EC%PpKE_ynqJPQ-ngH4hsZ$j*vBVkfR1ublWzVZH94)gPq3fIB0{s26oDb z2yMH-KsOZbX3N099(BT*nji#{va289h%*hZKLKwA^b+J+sdD&yV+ixeicq*ow!;f_ zfCdn~J982Fkt#*Fr6JjTSu3+PtcXE!N3U&&%TYu*JX0y5+ zok2yiC7u^AE$cHV(?M33cR3oV;qFPmYed6!PLqfPa6Ta>@+T5H>_Q|9wBFCr^aWGO zMk<2N=(^iG-)z#ODwFc)8o8SU5AQ(DtS2@=I+`)p$p&aGohLa_C}+ErK&O#~Vd9>| zS}->S`QMq)Y$o#mI|um_42JyYe92+4MWYVz%8nB|@;`AV_>Fh&ejE#5>A}y$L|pUl zW+JUGM#%q1NgA})`ZJP&m9z84gw+{Y^l3s7-k#84rse+s9Lt?XZao;Rbh#{N7 zpF+!6o;-=|9u80AcNS+Fzh+Hi%tkoaT8~mx$SI~`Q8>00MZ7521Z8N{DdaNJRwx(Nw|~6f;hEK{DM?wWebV=nu`UDOwa|O=n7|GqM2zgQx_dk3`=Z zylE%psdrVRseadWi1BSSbQ&Bg!H0&+z(leI`;er#_n}QIB36h<$LZ4)&)9>4M>Rgz zMak%L=|z7Q3oZA}u+ybCMl+uINA^Uae7fi?YCb!BK5Q4)BP9xEN{(5EMU>+;sN7s& z0#;zMTM_5kAf(yPv}a71Ad*?~LXb@r#ktAU4etSmkZ6-D&LBk)vk4c$A+P9HnV?}g zE|ASs+teFXoP49|kJra*rI|)<&>S45Y^r45R!)Nw51_uq4?DpTIyfPx1a}9i)Duk# zHGwId3bxhBJTYEwa`ZEbf!B-W<{BFGnd;RQG36a`5H%GY@$N^&KZj~1kVN&cK z7V{~ICsVcW%Mu#yM7~NLcj|y7h&$a&W?xXN9Z8#}-uLxAhonvDX(~uqg#Wc4M%ow5 z%K>X|!a7&n**WuSJ+!M_!dgeprSED)n#Jf$0Z9y4zTg!Fa!Tb3a0bDT8E_nMJFuEM zm`9n;Bv7dt^|?wTe}dUYejMj>bHkL!X?&673B<$TVY`s)LH<vPJEnTY3M|e!Vg*YJT%@*?Zo}^tf4X97@CKA&${fla$fGK;vTM5v3zGv@Z4s+qiQucY%sCr_--U5Be zZ-Xes%Jt_3LG~%WkGr#6{GUtLasT7{&XDnatCu*w&xI>{wb;wCb%r9{z*rM8(F9Lu z`oJXyP}X+b4gPQw_*Fz-fv?=gI$Li0F(H1+0Gz+YYwm;K%Z zUnl8?hl>uRn&!Lrt)M3={JqN88NS}h*BY)~oh}VrP~*9&K91vKzc;^>w)7V5Qg7{hy*TmT%zOZ{+Kn`1)qPF7Wj&e0?ile->9Ia|K0Yy?4;f z)OBRN_t4|_a&zycuj4d?_u<=(>!wEMz4z0-U!=$PkO(~-)k!YIGGmk*M9GQTw&_`7(PG-(W*&wb{E{geOOMU-BlG-osB|p9%=Ex>+9I;5AnR#Fejv)%5Y6_Wi0npXu+5F`My-wK)o^shs3BS%sJK=?A;rWa zgcRnix6wD+)qV3$#Eh`sZ``!46ztG_p=XaLG@iwnV0MVswdt$SUTmt+QZbSVLXfCL zEAbF@r$`rxbFU3b0h$f$PJ*B1vcm!snD_L)hYfqe7I%qw>oQrTo|*Z1Mj<-=+V)^bp<^UJtBvE&QjeLc~+Rel}F)WI}6MQxP}QnW_+( z5}*ME%%|&Ci~l{UIJ82F`i_c2ei@;bs2Y^7cUUzj3UGwvtsI@!KlparKmq+>wo_{; zqE>1<&EU*KQ*%P;{xQk39KQ>`^;?3Jdc(I^Sq&BooYK5lejQzbTiFQ)|6`_(?TcqQ z2vy1mf08gG5gDPq_5H6Bnu}vsF2&9^DDK;>V+{hfL?g!pGn|WQaZkip7K{6XJ;GgT zi@V04J?1oS*?;Z%Sligt!?WG7)jV;^I=7myd^ldN?jw<3+l8gv=InwSC!xhQ7p0Jq zeKWFSu_|sH)97GpWdl{GJCB``8@1A`!#hD#)W?ZzEOFa*E)yQ5e@x_tx3;H z)4DG(nKKw=1yR>#=zRkndG94_!nf$#jRfe!_=bWsiDNf$*pE;% ztXr5v+XFOSZ=taZjuvo&X!Gr6>F_4RuCUMB| zi{NkKpK)4D6&1qAP`Q;NPRh;c3fxU-qlOxu+b9sEI!h5Nlq`=Y>kU*L&mG4Rl~tVb zN(E1mCqBVVZSxC)R~#|UzN~! z7Saz@LJU~3gd{4>q!7yd4b$1dT>_fumU(zNB|{V6fr~JQV#DKRs!$cVh~jZLPMbMg z@y;e#SGic3M2&>O(r|Hj8wKb!P)>u`qfe>%X{sPiJWplWL`J2(Nn+8t#OYQ|p@!NIWKXmPD?7C+M#mUG$?phog-yngR~C zN^DI}*Bwl`t*?eQ=~SEd|LzgGY!gkWI%dGZB&ziG-SQT3?TQUi4o9w~EE}Q|_6T#0 zb&$mVV0%tpcR`M~zasckz<=p5`$BFreQe&A+YH$jA0$?8t`|>Gv=sf4yE=Dd)3voc z3PWw$mfN%o<)13_<=SecQY>$}V}L|rJhOfKw%m?Ox8*Lq;*J5l&aX}9%SC$Dd`=Yk z8(i&Szx3m6aBAk2HTWSAeb@dP@7>>mx)h)J=kqXCqms?f4~SJ3AJvk@R}(6U8LYT3 zr0cl1-kNpNTjQwH>)j6=-m#F)SK|aYvdnCg|3|Q2QxLzBFGguGKzJAhz2k$H$tdW2 zl+-trh$^eipUz2OWe?KH^}d9`)ywKL)k=Y@n)xz@R?&Rf1TT&5*WK(2x;a4IP<1mB zhZ>~@>QU*$D2&eZXV#SV>~9c*m)pdee+5~l_3y7DxJ~2AYOZbx26hxupkkjiS5^^SKg4YXM4k1fbiO9?)~* z)|DJ-;vCyTVJAZF?jE5awUFz8q!&W&fu6(BM#xP82Mf77x?qosH1`ud$61@x(Nf^d zrsXuwwr0=a$UgVB7P5-=yM?zbUj~B#{t3ZQ{U$imD|!S{pZ6Ji<=RlM#O`h}VY(wg zee2SLns&Eo3oaxW3tYM*!2RITgL{5^AxjL|v26V~$xK?IOX!J+tFg*o><_k9IOA)D z`J69<=1AUy3RsxfoEt*|O@Ry623jN3!omc!yP3kU|IXlDn`s$u-pMaRl>{;44~SIw zj+w@H$QXAA9x&bk7QcHndrGtWW6;|oXm(tUoHe^o3IgwwW)~Dc55(pFm9FF7YIXxs zvvZZvZ>2u@&#eS@c+6j@FnoX;dsW%Xw)He)xyI3mwIOyg3>8eYu%GT?!T|iIbAd}D z{In}_-mi<|w6tgNk32Ilde@;plEPXjjdQ7u8WPw;vEcUhG~lmn>k#4a4}ul`m!L7J zYh}{^f?DXoq+vM7jW5u*Gep%8O4Frs9;Fegf#U~{`}m#X>hh>_aI82tiVRKVgAf0X zgSc@_g|c`k3kPp4aBrhJOIh6?Wsmo$x<_Yg!a_1i#u_vUr_X4$ZF5ln`W+iY`c);s_OWYF586q47-g!!@&mAXnalBqV0#JS)xYWkAV5F!6F( zg?|u>>guIO${Idtz%nUG{I%gHD?!~7UcMs$y?N;YUGFczMV;dO(nJ2NG+ZVFQdTpA zk|dz-2_mR3Jt{T`E}8-6Rm6ZL$m*7W_?1f!@oL^AGC;bT_ZJDOz9(S)*`eQ-!*wBT_z`_v%ZnMNG8XW56p=R8oGK$DXP<|Se41k8N)_70)fv?|K_x6J zF#j?K%AkT?wk{c7fH{*mOy$D!6m#I3o~5!2SF>plhAx7(dA2irN%($Cs>TYa%N=8JAnHh zd2mu|gP<0m^nckS=v5`oKH`jDgR#GOwpr}_3v#=lmE0axFW*5A#)1zskQvy;t4Fihp+!+GgT0f28`=b=n zzR((=$n_DdtWw3Wug}sTm`qQJ1vZ{;EU(z%hfsv&szT}bH3L`G8*{J|)W>nqTH%@j zn&4sI5|?X?RSQ_%RJ?H~9iu!{ofx7a=I-Jr>FMJ|)b>SO{SfL%O;&d1rb~rFx%gcE z{qBK;1{2yqMcdd0rcj&~!wJ1j$TGdxN|RF!^X^qR`V7DUNR@UoR;{6~?bVwu-jo|J z=j-*WH~ElmBG9iw+(=#{;VJ;lZ(qGB+CD!`z~hZ;t{TBbql5mYrDfm4LbGpS%>}pc zt;QojTY3mrG455v7)-c_i-H$v2!(6Z!o^)Zcy)LCcKZ&k(cm7w>1M6=FUBt+kP6o@ z0|;JJ&F{F>zLTtP7=n0yCg62WE zKk_s$HpUBM_lg(^Q*Df`^~CdVXvuUrrp$ioaGk+UN6>zE=koOnv$RTK`op~L>>cWuDLQ@x&!y_v79e9_?XBnXH0il? z9tQkRaFd+$zK$zWDgOl@Q#hxX9vpmikQ<_kFEyNIIJ)rrO| z93n^-q?l1UC^g7)(N>fRc2bh4fMZXa$Z;%JtH((0nKKR?vC*{p){9u$qk`C^i9Kd< zJ4sFxSYUt(YKsRNic~2bn7#S@BL^+yA&r#$B`$17Gk`-+4bM~(a)2-Fpc{W$I!y(B zpPvfcAS{Pdf$1lm3j9nv71#p8i0*ze@ZME^9q$0O6)}(TOv9D99GN>;2a&n!ffBhF z5iwK6@ndS$kV2pjpx|(r>X=s?Z|DQIXji;rWN z5}y=&?L#zv-eM(mu`8oLx_mH`zlZ_FcJ5@U>2>+{b_%S!KOr?Z#TAK5wO#&#MJaK+ zMkaB^)v-;Yiz2S1scqapam9rOn=#vHXg$?8Pt=DHmK3;N5S0`OsR}*J0Y1K;Mm?My zQRND8u_LM?!_$E*9OgB|q7#mM7llpi!?8^03(Hb2VXJL<<7icqNM)8j6olEk=?~0# zD*>a8beujTe_&UmQ7er#8<L5(zI#MY&sOp92KLf|4_5+@74OqIt);=26+az)$?!VOxtDH7{Pt4fq z35~{a+5{QTui>%x+6^mpk>h|CB?Oo;-gJjMn~)4h=`@(@{G~^Z?d6jww1~j6pSL>6 zklN8BSW}x^9FPQw2gd(rLzE^@=GvY^(k4$P6(mgRH}{%y9mi`vadQy= zhOH~D8Qg)ye@oppHwCr5lt#rGkQ{R?V)~;21@m(^1{B-5TO&#B&3sX(z`FZuuK`J1 zD#Dw!=09#<&ZGgkI<^VVmaTPsdT$N3XG??an&{~+Zqsas1)ul20FE#<+cf)`UC6tb zwZzH-8Hp$-BP>@QFBNB%NXZ2i=?SiPL{$WI2)qfD_l*&wTm%Ub_Xw6pb-IE%Ns!{B zf_OP~z&uND72Qr@1_X5~lm6w>qsf*@B{D67 zuqC)oWYPzE1Z!%U)B#CvWYTZ-9FjINX(~uqCcTr-uU%A*Bi6lRq`i?^UF$x=;Nv8w z4y4xgkXl__E_6REw{G~iMUh);_ZYc#03D|B_hyn?xjRd4U2An5FNMaIozQCfhIB6l1eC+DjCh$d(kDn~%*U1P;u@dU@FqUJ#vg_Uc=zE-Qvt!KLi zD@D1Zg0w8r#+G%{+FU0S8jYjfRFdvJABsx45&|RXt|Cn!1E@xV7j6M_Q?S9gr3d!R z2(@K^e8r$oM#_9mHw475U3!S0#cQX{Qj(*Vbkc^>J5^fVwe%=))f4Cl<~54FNNK^` z6a;YJ(nGrv{4m4(8nEQ@)(8-={^8QYdR_v<7h_GD?wGCHDW*i?nOuCg?N)hZ;6x?! zjjX>wTcz2~3RP^Dja;ROjf}QQKb=u;V`tb6$%+4b!VE>+hMg|#2NN34w3WTWv6V?k z61Fn=U>jbRp4J~-dSEx?!qkvqqT6p{tG^Rg8zmAKX=-glQ_{RWJbpV5L2C*|YT6I45p7WdOX>?eoaeqag+PM@`_i=9_*QOg|1Fwi4$h zTaX)Frd`FwgX~?!?w~c0H(tbO@TB}LIabmYF&Bvi>_-sdoBmJK2odQxeGuZg2W$BX zimlga%M(Jf(ZsYEe42bvuHv^RkX`0Y>^%vMXWGQ>{caSM5|WIE0l7MOtAGZ(q;2E- z%0Y^yZ0Ko0!o;W+U~=`@{0vIs)6aoOvbi3KgT$dg<^UmNVjT6GDr_bPcxb-i3WpJ6 zqFH8JA`T-&04LD_Mdofp=0BSmOAVa{$4@{ znds{NXRM0EW=d#`aI`TxwHc7m>Gt?nOOJp{P*^FEfFFA4+XM;Yd24@>n6>C6i+lXR z9-$|-d)xs@R5q|7N)xjAuRVvPje9&5Bz z;8g|Q`}>6|Ro&$6o_3PWA;!5`b0erwicJ%b<9#DbqO>uo4xuBK5fn*F>vlMGIbqOH{?SEed_9(pj=lR{Xsu3SQ~D zYB@g3eMpy>dmI#bdxGX^pM6}=yx16Pv3o^~T}N+>mm%f3=-#K+s05J(ug&3P)lR#1 zcNdNfO{#Pizbo37@1(;nQdGK<5{A-^ZYEg!UFpizu`OZ7z}j2g=xI_nTHi0-$OUjj zH%f2dKjYS7C65IBNptq8)NP_ai<)r!geg3Y^7MLB}8ImFS{QLI!sJ}O8j zMM{ zfu7pnE5YZ9?2W zubWk1M`t-u?AxThEM&jxyWwqIvXf3${L+*CSv`lOXJmgaIXIoWMh3cGO`5S)JV@UY z)cl+t;Uxn#N6s5hBxid8r#S)kilqnAc>-)_fI?i5ENUg)5wp2>=>a_>BGHHuCV?Cy zt0zf~gE+B5**RS@L_}(gvnt2i3GHmhpSU2$QgcMaB#BeH(%5rgHWxU`j_}#8_09TN zSAC-E9db_l(7wXI(#xhmAd67CWyM3r)ld`^8E*m3fLnCxd+IC}@qNn~oO|ki%*esXuh611_lFs?U!yS{21W zSDOurxvosole7SkR7l~|brepvl%<`L%$Im9f+e*CrF1XkM3PfBu3sGq_KD0=c9t|Q zSP~x@Z4^*c*`vSfo0XR7FG`PLw)G2(!?reEgb8Ec z{<{QC^oeb8cNW`vN4k!C%eKy!Z0nSMu`L(CsTV{Cp5MU>ayP@`6Kuy7Fgq&BUWXy) z7;W99`cCreOQw|mwJ>e|+2YXV_Ctm?|0ErWWb@v0cNT5_Z>!^YsVR=BbufoV$$!8~ z3?D;Pr$2KLc*QwXaR*VwokSIT6jk4Q6Fbh=36bobmuQaVGyU<-2PE}X3@Em9r~IAX zJO8CvVB_h>vRNGd@)O5V_4PQaI(gf}CrFXdVBf>y3vL-4}1I7ooxR3 zC#b%^hpW6V>D9?vD@Ch!F@q`~lo?rnPV&=i*L`hc;TqIwyABmFJzBp=_ ziFBMkj$)muE8we>wv!@#mhK^9L4M#&W@A*~UA*=EQJ4>i&N@>7G_?m|8?Fv+u{wxk zG>)8qB+$}T*%imxUtDNxxPCn0*sn9}X8gJ6^lUHSX_@z}({Qt#h`k>X3XVcgJ_aE5bSunpyx^W)>i zI{l=$6WJBTdvs17y*l1#a%N|6W`}9ZltCV^Rwy%+V{A}0j?BlzI{bJT)qx!lb7o}F z(gXG~fmXSGG6%rSCp6y0`~{11>@T8=Q$k__VAiOK$pCbEUi5QI5AHMDP+kT+bQ=Bi zk)_ARdGV_&10vEB#2+j@3Pw6*A40c~Yf5qlTL4OmijBB>TnjkDfO}vSh0Xei^2u0! z+}~fWsBhOtvzb2(|<2$BwnV-w=2^lOSacL*gM8+5Ise2Xp>C z3@Enq_B!$a9VR`(6=RL;#7Y!<;vVZ1Sa*LZ>KhXYTQv2kMN@H`d?qDXPNGs1ZDNjL zPQ6u)#28E;RImh29=}G_CTK2ZAl1RU6KSk3FQ;@MNn%ZGXE8v-!)u zwp7Yjd2l)a=kBZ}d6Cs|Jk!q3=FbfuUt3oSp3;aUKTmj0Fz(xE z?98|&WU=V$591DI@m35dwsSWl4W}O^GVYr@1=ihPd&Vtssrctj7M1jcal1OU$#YQ{ z_h!ksPg`8Z?LtF@ai_PYoqL_BP(@ig)!B+~g)oawmmNDZ@}N|LT7m|oupco6q*sC# z5}J)8vjihfU<7#6E-+V%+esKQ)*N$nFfX8SBvv(a1`^i|qf-G2Im&(t8HY@4*#wN| z)mgIV%;x7frwVyb^z10rQ^hCcT&ct=RjQ2J+59}@M{TC_V95fcxT|gSIX89;a>hR> zfa%$c|7t?BnP&XnspyPL7>wEH$!;Wf0KOGc(NXr(Cwhc{)M+3R386*7o99EDR$$kP zB(|g}clFmjhons!NGeEJDRk7ibG#hn_1Hd!RkWN8i&W*8)GZ-`e7Q#m&=!z@d!?u4 zOOx0Einn2KA;$$qghytVERRD8p>2-%s1htp6x$Zeir zuE>R^>odji(nJY0=#S^i&0-yS1@tT8c4rF1ieU~OxqNv0r59baEqD3F!`rXefs;fp zAHEWI?!W;YAd9ONm$lTBr5Z$7aar*ni=w#P|9Ydi{6H*#c;Ppb;=$tZn z{Z=U%p1!z}p$iR>#bl=`{3K_ABDG+q*-&zVBKusvTqW58c?Tpalxo-#3piYi3e+}A zRXP_QvIz+hELR}^fW8~Alb?T}g~xq8?M3dxn?cioZrn35WF(>4Ok&6TYe*5wiDSbZL>X_ARp2z+)l#V9vvNyK^Fo-v?OPoF_L(ml{wSD#WBK67J665Ho3>JyWVc+ z+vIkB#^P@0E;RImDc=yb&~r=(9rH~Yg_=L7u*s8zY>B(QYc|Z_e-Q+@2oBbVR;|^R z_xGlx_)G#UcV{v9U$8pvCxcJ0sEd=)5}p$b`HyJq%6LGC^dXDoiTz>7!7P3P1B&h3 z%^*`--v6LeVBP(-XUHxp`CW@j`ofT19oyu&C=7W>GUPL(4A~t@T<0?AGt8hI+Xko={UWkW8+E{TQia7~GM%RX`gEIv*4%f!VwOb)yD1_Y^I2JA+uEzt{gcah7a1}jq zI00p+e(#ETgcC>91_JC?-92;SUJZ7}F3PY{&6mqIr_QQgd z!5`JH<)|$(KcxIf|q6CY#f!v_&By zqke=UlQ9kiEKryYiaJB4#39F^{#tIX+T`>0AZd=Ngex|xDSuk6I$NjWUV4q#elkZ? z!e_+nv=J&-(U|2@Qn!S8=I;}l%p_25|5Q|eO9pE)|^+lt(!QI7)e6!rxvNN=~z>Tc8ja#uSZXZxj zUp(r5<~lyL(x>jhXiy<%jZ%>cl86exGm`nrbOmisIWavHUgIZ2pR$5dyp1!3iY{h7<1Z?IdJC+sgg< z{c=(A9YNyW(j)Ad?MO@vSR!3A_e>IjYlb6hGEN=sAZTcd3>q>v+CcLpMU-_+Id>hr zrx2#Jp_7>4MbP`Mec0%IuM`y3C%uomv-G}utd8SN1U;C=ms85_egwy&v?OKz(Vqyy zJ;9$8G89*75)Xs|kMz-zxlqYT{H~&KDHur=&7wvxy&{)W1>v{_3eT1F@wga~SgIeO z31PRnoUT}!=#SexAkFt-K(U>>-Poz!=I@CGHl7YGA@}feS1wz2RiSkJnt`k8jX4|< zS|7*B_XSl}ZJ736E{&9Hj8zMBxke3}`%WscJye|-;vkp1`~&Td7i*2uc)n~7wVN&# z3gzN+`S-gA_`}^`F20RMbtbj}D&vUZgx;pKY}5PW;7C1Qt3d@ysy;V$P1}-v>M>f+ z!K+JByi!%mQ=9_>&@^F&LcfX=C#^Fw3)eUgu#6r#={h=6v!fKf_N?ZgftI*jv|rqz z1%OpD(#VgMi}Zz7jo^n*ET%r5$@;`%DpmrzRMh&TwwT0L{)e%e`$lroVL*56IAuAx(DZu?e}sFEoj+10TvJIBDfxsH}9M|T{ZE9Ps# z*(;$Kt{htkZXe(zG=)d1>j!CnyjkXeFFJ#?z_Ecl$h}>pQjMGkXA;3x6)^3#^Cv+Y z@vcl9AOa}l5GjB}2b@V`)maH>kJ$J+jg)w5LgQVmhaeTX;FwbhiLvwznN3es7FAj_H0PNdFAxRvvF0=A!*~;NCgRpOR40}?$(uB9Cca}hQSF= zlI_eU?#`mlmslOgGm1FY(!nf#lFZymCUv&7hd57L6FW5+{M&vh=lUj@+=GYd+m0*R zn&9ONmsu{#9|?%W{`Ed02sY_Ua*5@b{W0kWOXEElP;BQ;1t@)L^1EY!jb8_rba(jm zPnh%{XJ=25wQlMfY0_8sq*?>}o<7tH-`KcLcNXomDq{kt!aTOAar>pg9Wyw3e(_uY zYIHlUNHLB+I|bB8E+dDB7DE0cRKC5y}*&=dWe@dV$AXG?%HSGOW93nz&}T@_S^N~>e$vXVqop927I~H zfS=Sa4cG;+tpVErx3-ytdK{bu%dkGmYluziL)FTVaWL?yT9I^o|Lquqym_0g@@)_Q zy4B$wuze>H0M5vp-1NAb0l^b#iv_rHv?J;B{m9#Y)BRB!f28B|-lGezD&@3iej-0q zua-*%q>c?Cmw&ue-gM1XBc*F{*PkfX#!Gd-9_L`BTIn;ATagC1b`J}7d**+K`9Sx+ zk~Ajfz}mnn<-MOb29FJ55U{sfYE^3$;YmWNZV6a&qM64FENo<6A55|svV>d?*QqYs~H&Z`_;{{yuFxS5*pp?~-!y z-IUOz&dt@0k`dk2tbQu$cDYi3BXJiaD>!#h?II1_eD^O~A90bk#oa-;NTK>7*^XoI zt7Tf}2%(>;ao9cFa$`mEn?3*9Tm0IS#S`OG`O0K5SL0Mwe&iGHy%+}eD~2!60nw7= z`_l!{<68!oEni0e?p_#F^1<`_h1`#&LGCZDU$$(^%NA%fkKh=+!#goLl90(AL8`o= zL*t8}dzC}2md5UOq9Z%x+r*LbL|^5>j0~^T(_DTp&)t#yT3b*6xVanM2&3W0rw_@qN#wRtCP712Uq zt#w7CP35J)EPhEY8s`$8BRXI|l+RCWj!K@9j?*ij12-1uQ1Tpy3i^5HN-7WkAjsuY zJz8jyu*1*nk3#lGqBAhCJ&3dmi6>J#b@|RgZ-2}$kx0eiJ<~JQT7%`Ha%rrVug#%I z%Q4hsE2$s!0SZW(ohd}hqn#7?wp{IB5CfN*M`Y(X%h9pqc+Mxpw0t?C!%Vx$XC2cb zp)>o6T_;FBC2FVHfRtM<`Zu_nrXQfcZVHNmV z&(#~%8bo(4I;ZI^q-liYao!o8ldc6xf~$W3F6rBECHf;I*lDokhJ?m5k=y4S20b3bx&?!^-{iVl*y~-rM zL0pPjp={}=S^qLmCk|@g z#?4GBD!EDd8<2q;C{&%zElwlAp$X$~;NMBDjACr$x*Eghjmx}o{%C4Fw1B_7A};&A z3BFF!4G$M>`IzRr_pP8OD*V05*BQRv$=4dLUY#xtTy9+MHPy#)eC+pT`Fet{bM(Us z??v>n+Ph1A{51b`H(y_j>q+k=xOy+8%gg9;4_#hPmsil`mHxd~(YIIAGB%7 zyp}F4T=siE!`Ij03IopT>Hbf_?c}|IZ@-bRZ{q8l`MSW@xA66?eEnHm6(--tf4`mn zeg|EC4wsYOJ8=cf@50BvGd6qg#^-+T=W+E$siR+@Z||YYz5L62>FYTC@;-dKaoyDD zy!U>(_ltD-04^uJ57O5%J@X-aoA-W+uOG%09sM%@@ey3T+v$;C;lJ<0^`!T!{Jpjk zLjbe>DE`{--H$6ys`wZ_KnAVTXREcsc(qw+4AD23;(imqgzQ|cm6u&%RrldLN+4IZ z&>w*Hv~x&BdvdSMPoevO{F`H~GlLPL7%b_KkuiFw?88fs0(?NmW{c%J^vpe$jhCeLSd|@g62t{tdbeK8(w=>GIEy;PN%P zJo>M={3~4^qCX#?%WJ-a%d6?K``>ZdMVG7SawT0>Q!&;Rbonnj)8;?u^4}C=_kFrN zMwdtF@>^tR`Z!&_MxB2dm!|in(4gjdK=VA9c^=3-4`QANFwdRObI0@C={$Eh&z;S4 zNAujtJa;hP^uD4SXJDD}GO#CzQ!%iY5bO->UG$BCeT-mdU>_sc8Q8ZH>-_Z@?! z={zc|QIDnSQF@Xe8m=Fo^vh3r4`TX46V}?)zG2^HvmR)q?fDdZf?CA6LQwkpWAc1V(ru~Zl-arkq__4=AUKi8r zo6sH2N9HCyVQO-}impI;ap{TiKiF|52QJ8Q zTtOMd(R0d!qr!jGD#&Ty5-)gEUqvyHdJgCNK&jn4Q=oc|ZM{By=^-pK90yj~?Z}ee zTkFaQM{8pFEwt8QX%iPfc6WRv3)3%C^tJC)bX>QlB94x;WLED(XB=sx-_PDFNPOGa` zUDd9KS`C;4Uq~?NB*chEGUUY!1PG7BA(?x*nU4$P!DMoC6T;*UGs(?|19=lNh9Q%X zFS-BPk8{r2k5i`}-EEtr&#tQ8XP^C8d+oK?UVE>91^8aU|ElNsRl@(e|9i=(d#*}h z|HSd;ZYRsEz-dDCq%j=n z2nyZCak%w4Mj}2MmYr}rQHqbcOkxB4J1Ir_L}1DtnE1L^{dr39Ta1MrZ$E}uti=O* z5Q0H&66D#9?tc8GOp#iA>(vk>a+@a!xNwAZ^p8_Ix`<#fNv$kdnA$Tg^QJwSQd$>e z`=!X@TkL1Jl#bG3?(jvmZQ#Z2VH;yKgDaqW^7 z&9ly7{O1(HTf_J-l$mY)S9r^|U4jf^Z`GH5O8PMJrn`rc=Shgj4IakJln~|Q>TDn* z;o}_0m!y#18pxMXW;T!|-m+Jul-Bq8$eZpSNS)(?<_Rr?9M<*)@EJ|*Lr$lAy=E*vd}LGqY#*gm}VYMe%R;8P&t%f?tF;b>aA*( zLgzd%@Y*VJH=5XQ(T*~m>+qu7lo!*Nt)~%2Ay&G-Tt@hmz z>sDn$d5?{(qlM8KMo;s1#UXR7`D>bWFQwhQp?;_|*=lLU{7sBw*QV3OHtv6s(e&6G zs0%`kG8=AEX6=P)g`y*5vPccZ7Af;`hR*6RUbzojU#r*c3qU7gB&)**(@Dl?h6{Nxdmy=Y%J4? z+E@s~CPlfW$Am}_t)_D4wJ9xNBeHWVhPHq9mRPO+zz^9xV~xm;=kOiN58n=238QYg zD#=Z5_xMj6&q;NTW*ropYH(5OI;1QRy3p&@+eV0ig_lr13m>4E2Y?MKY`vm1m*pw$Wv&! zR3Mr55a!Du0)Ef8s&fJrBe4$_hcdJsA$cd40{Tmc&pnhj+{6)PwLDiqA$y`}rnuN~ zzH)O4n^^1R6|98@FY;%M7w=4|qzhul>*nXaWHS@*k!GtqIwmKa@=b!;xHi19p4Z!0 zy1RPDS+o6AST?*R+DX*cIPd z2n+jYO%Obn+)*PEeVt;}N?S`@yNp_kWAqj47mn zr?K)#N>|m$5lB&_dG9kk$%-i~xo8};t?kWBCp{;e_WyEPoyK`w7j?=tp@X)vIl7$E zxGv^sd@l4GjycLHq2{P@yvOsn1!)%xKzzdIY8Yn=Ej-LMiRa?8z9-YlkMwB}GMiQ$ zJ&8>#$JAP957rFE5rcq44?6IRYu>BU?vR#qEW3CQ4yi!0@23V?*& zhN+ZX$!p`P@~@<@k)@t=x}E<&Qwr}wqZ#zUD?}?TycLp(Q(0ZkqryHs=Y0hio z5~>TK8S5pku2~G#`<2d>8-lxQB5W;gXG@J%sJvh@(*Oc}gnSakty-oE)Zx(|}!Qs}WSeg_$aee;jlwD5aZ z^>Qs#R%e(I|1ev{{k<6a9DXr$tK(wm;!lEzZ(sZ=d_Hn<@%{M19ni&}#&@qbK%HdB zJe@iS;PNUS+5T3@YdKdOvqbB#at?I#W|D8WZ`%;QeRB6!#kZHB!r0QbPJAn>Gx+vj z48HZ>T=xma>?3*l#+_TX1oZDD5KKb=lGg7m1;KQyejfWc{5mNRjDz3-3c-{7Hxm7! zAB-VI#NCOW1OWoutA9E_eN(WVctB?gbS_a=oGhLnjB>Gd6$(*$ z5EP=n^e_26Ffnl`&NeYI9{r)qqJ|?^{2-W^n22(*b|oJm*WoCaE=%+=`5>4$te*wE zkI4tfrRxa-onMp{g@li)YWstNFo{gl;RSpnE(!*}JUhMY7;&?(Tk6GDwX`odUM~dq ztN`frj$*wI4GsS&xHtxXw4mB221>Mgss%U0vkiKyQ3#IJ7ODZtLBRUeVDR<|t_N4= zLZp<>o^8MjLk!D&D2p4LV8t0cWVSB2BP^f8aamYJUF8NUyBijPVi4%!Mi1%YsF4FP zv)$fmVuM}@bsLLw595FVx(YlCXje=7Cq%oG({!L~>tv9^=%iy#aT= z@lTEHxbCcI9h(rWxYyK+3&kZp0>_K>vp^_n2Dia8Vj-s8$YGvm5O+l9O1;t*QwglvTv3O2=9>(n2&gbQ^!7q)^7=C)DI?EY_ z%|%ynL2zrW28NbJo-6{KY3^KH+*mX#1nuOcJz1>dBr5Um6y5=$=pVt?22;gZ7|L#2 znl0APkz9_&F_j|!-8_6S7#$fIr(Ta2D4Y;}M6|%f#%p2{Qug?@;N(;=GJfzdB-Hpw zVRT}Qroz-jBuJ<5S~S`4+VrV=P7L2OS_sBQ_K%EC(4+CfVN{17Ms3lgO4J6?HZnG` zACC@>6-M?`Bd112qny*IEt)*+wXyNB1ELbh0cYRTB+-nI=BR&Biu}R(_2M5D}017A*@=>ivb`sX}n*(0;5cqhkg1 z(OH{XK#bZ(#tz{@RNK_ZfoSf~xJAs$UK<M)-FRW#s_kC9HgJX(nR;!d5nKpH zMzN2qw3ez3xJ)Ll5a+ss)F~u8#cV`O7cmEZYtqwz=eh$?C!jSy*Bv5NB-b4zSMbkV zcgS@I;s`B21$X4S1CikwsXH)>@(pBN5qB843B+q>>1TM^_!?$x?g`K!Z{<$-;_TsN zU*heo-?n3%lAXTpsx4cNmdfWR2aYzHtJq#Q=5Qxm1;Q-QiHU%}3PdE#pjpSk_mNt) zvN}|oA0kKd;Ej=afZ~>v5!+`7=mlr1M}nnt2^;WNi|3CFh%a}6DP=Tk%iaPglq#B& zc)J;1XzJRr*I#JrcaIK>&Y_dSb3T{_YEoFgY4^x(9ZDF!Ci6!9ZbIQ^pEb-*u! zG&k+G%NMz2t_6hN(g9yZ36lxim-$Fr!pwAO7c)~&z?@>H!Lni|!OUVN38RadD0YQr zqTCspskBKn)5M<9Ow?P*I32%w33{7|$0|cnT0v~bP=gvHnZu*~nb~OjZKjb;$xLhC zf@o)KzACrLW-4}iX3}(=fL|*7Zo4?V6cCqn+-j+n(6N2YtU{W%%v7?SnQ2ztRt{|# zFyB;W0y7yl11l*`z%Mu1tgyirzgR7`a=49sapjWl+_WJ>pqaCMf@uXYOOPfJGqp?3 zqW-E7)v_lC%z`ZvSqYt(HO;n#o-%a;dxvwM-YV8 z*@a*Q@O!vPAs}mT-vE#Z6i=5NQDJC-10f+E&|TSml(RV3Y!xfW9bs#%EZ{acb9)so zhE&qIuwD%-dm6z~2o#-F)0g%Bb!rQDimfyD2Nb{dn+3Nw0Hj*0?h&C9 z@VHs41xo@@O91>MBns97pmSkGpi2q;JUzRZ3Mh8GT%d@<8hyk z3=GW7%xH()0?Ski!{wV!)m!1-LZh`bxR-KjOYz|1Kk>LvYtK0@rl6#(&L({p`6I?K z@98gl3xKqksm1-ctq*ID#K%z?nA((B53DDTXi6x^pQF9h#l_CQPa&Npc6LZs)~%7_ zq7&JOd@QBdo&?Tz8i#mngjzv;&|>B~-!#kK?Vd!8t9>4hIlDpgo)1^KAGJbux0g4Z z;=j>fj);Z&4hKhgDE|HHCIB^!)damELq(iCUrZs7H4i(*#Q1M1h4(ZYcRFZKJ<+rA z8p3@v){q|heI;923|t5EA(KacyIB<2spQd-?A`83{gG3k%K{LaZ!K95Ws239NRh=WQoc_!ObVsRRKdsD|FC%!y9WY3T2UWh>ug5 z)Ofs4JuCzr_g~LPtCL1E}bl<(6FT z9p-863axQFRyyNZQh)xxFyI>i7I)tP$T}h6{v+cs|Dx9uSe&RXR^dg(pEfG?J7)Su z!~cf4{n<5$8?F0rmDSisCej)A{VBCgY&3Ywz2sRRU)gw+{umANR_-*2XZMx;a;Kej z*Vq1}j?+@I-ya!V;9J3aI;nG2Y_gxZn^Wp@e^2V3&rj;Mdr#`t1*_0S22=EzWLQ&L zxf%B+N`4-~!~vz|8u6v}(NT<>V=gVYhkeCPeZUg!9PUTG$%ua1Ld~=Uoyg|+?o0hU zK_3^UX#O#H?Ccp^k9;Ysth1S{h#GG#Tot^?sKDA<{EFCGnCDY6DxZq5CJtGnvsKyy z(EcIp;!)o_RRy*kK%E-EN~mYc^=l8?&sa)Yr_r3P(@+v#WTx?>%X=tH{(7v8$Nd2(iM} z0Y}^Vv(s?RbxTb9bldEJvTIlBordeg)_j=UYrGR|umO9GM?a$X8b8YT&c6!wwAT>T z8GDU)7!~_>4!w`Z>91`Q0KW-{lML{_5lUnPzC`$pF?b{asYDn=9I7@>Mjm=g{?jFj za^hq>jKCgwIdL-bL|Bx(J<5?uRgvL~@L5E*j^S=SkR?f(N+ZqwbaC7dBXM3{9K*9OF${^bgw+wDvJAMtk9uTdFWuG7a5 z{~(9e%fSLBb67po(YU>Xa-?aQuja6NX&4K7&9SH^(f7^d99Azu%p6wF1Kg2=1(3FX z6xaY3rb++70x(5Qm?8%dQLbC$KtzO4oa+|Wl+1OD#G2;8jLCtBav-AYk;qJ~(Zf_Z zWG|@*E^tT}Mw2DCtb`5JEtsL_KY48*o*M!EgKqe(POENj=1GHY@LPGz+d*kQ1{^`b z3EjXgX7WPVhp4aX4c*|X*gPZj^tHbi!oG)J2)lG+FNC?sV4hH$WLVoy$IO-&lfGM1 zUg)rCMrJgQ?HH+m6ywjtz80$iq%n&^nw+wcuL^i>nvm?oQ{GyC!iaY0->T`S{ z?D5~XFa7Lfm33yXwJwCYD!A0Bz`79j+pmpb3ltHxKQ&#+YAlCy<@r^*vNaYU5+#rb zT7<$PF$+raQj)m1B_KJP3-wT9a_F01srSYJpg^JSTDW;u16TxA))a+>gjOIgo;k0M ziOSM0i4DZv;@$=UBM2W}%Na#82)`=k;+nyfVteA65B!78HM|e{s@R#nj$7JYGG2ch z8g_b@?8xR*(!5KS+F#>fBlbmMOcVL7Fj;eVpZc2lE}5ez{kcnartdvzbC)brPlS{| zDejW>Q`E3AbTp(t7sp&P-xBA&UsPJVN?#lka&64;jj*1|&Py%r4H)$exH|U4OSdaG zl@-Qj{`In_t7D=%f7u*fY z8WI5|pga{9SCr?8pH9#CKW7L5WQhajQhr~gbzYYI%K^NP2Qr!(<*;v@C9XO}(VpG0 zo`Ikl-@uCF5UV?NxN#Rpa8MzHQ6T{Lsb2aw9TQ4jR%0QpkwZ~mhB{F3gefkwGn%k0 zgU7Ls%V5EUk(_7;LJKp^H|MaN!}`x*Y+3wC5}4vb3>T+fnY}(2V&bLaJ!p`(a_0^% zyYJk)yq)#06NcV+`fq`YmS2d;FT`y2q1AT}YP4y&cSOqh?!=5X36mp63&d!XEDnCj z7Fo%0Wg(aT`IUvI!GQ=_rMWLSi6clHI#$X{<)%cZ&?k->nXX&~=0pp1hZ706VRVjC}8&JaI*;f_}P#uZk#JGFNdXl8tbA8(7py-Y=Gbn z;0tl28CRxGKO2a8G1mmFA3AUfuQUSRil8sdFP!aI49AU^gGw!6>WrcYk}0+r#U*~GxV zf1ReQrint89P6SQe(wK|Da5kQ{X0FgzT~px!qW3d#CJx1i|8MZi9k%Fp6E0G7t&OA z%De2n_bf(ftTG5sXKCDZHPFKZz zPbshqxe;^g7aZJ5t=HVT?rUUr!u7=Tu6}x$zG5s~LM6z&YIV41>w#B7bE4b2IT;V9 zu#3fiJGE}0+aj4TPG+2Vb4t-YapLbdIFb6HIq~v@Ce%Z3x0CwAdn%JyFQ+%FmzOE^ zu7@68#Z^G_a)|kq^*h|GeqUmQUP$BMo&kh`!ypex7 zX$q_uPr+s*2?sV}7U zxF>zV#bzFT;Z-U6f@yi;)2E|1lUl>}og1Px{Gp*WcqrO+&?atWPFPPOi3pq_{K541C~ss6-|*Z^WR+XC8etO?|Oqo2FjLD(mdF zUD66EM#@#e4Mqi)J@U(^U`n4+z!3W~E)@B#U8)~qD z@ITeFh_mzVOST{`E&eIT5`Vy*Nk%0;=9W^axrVu`=tRa!x2F`_lREk2yKGkCeb9>K zef=2HG}k6xZ5z^cs*j)Ed;*%TO{x7gRoTdiiSbI5%9v%bPkqg-emi=SaBZT43^0+| zqb$n#YTtX(Mmf*a6XDwQuyAeKP$|R)+0oMe_&&KLf+hQV_q2&Yvt8?H1e(p(RcT>) zADE(h3(MOe$ukAGeCpHs{O#S03;j!LPo7VrI^($Maie1YjdtI7_}?&$WT#(_1&#q` z!;OX3#zO}NrdtRoaUO^7`kzcbIY;*fby}1=0-jY*B~u$iDXP_{RiS`p<;4=_fD$yaZQQm_NUMwZ{^N&*zB$;zuakO-SxE(>%?g(rQ|0J z+2PX?dkX91s@N1-zCGsRx1Yad3p`+pXCGQX0GlCPrCDw@J>h{ll*xDK&4D@G0(uDd ze!>eE?|Lb}aCO6&Ya_!N2+W682Diy~=W?(XKZHG!^ zv;3bJ?{Q7u$A_5$J8gZ^-mQF_Ro2;Dwl==53chJnU~YU*Z^hCn_P&aO8VmyW)1rW} z`tlgIxYaq_)WY@?``7xahT7!NGdo4A!nSL5a?trFdWqYZH!Ubb4R z4pm#Y&33+6X(50V7RAISe4of2?a{66Gwr=)D06hOcs7i#KKS>>SMKuLL+rhAW^TJS zrP!Xh?dn~ZS~q}rAN1b%mTrbTZ7`?mjExb}ZkZshkYi!1+yxmrCe%-0b%s&Fez^taQm zJ(C0X6{}~%J4xL>B0xfbL{=|{jeWq;z(v@J!}|v)x4t(X3^r>`=qDqiI%V&Xf#3%0 zx~FQD){@?T;}X}<3DQBPYAqm}1-H_90FXO|hK7OwAL3hV)#V@hQ$0jZ0pr087lbbn z={9&**a#>mVTUkVhBqe#^kU`>Z%zv9#Vj6XPH9F!?G)UL89}@`De@Pyi;RyPU_H{7 zjNlNJnKYG{Wk!7;M^0uv@#X~VO27;%X3nTbghIn?EN0HAog=_nVP==n{k%s}nIjk^ zW>z4uo8)NfoYF9OM4s9lIxsjYoIqf%8a#+!G8cXhBz06U?pR^`Rl!}i46t3y>3kOG zy#R(Z;+cFF%$+su9{R!&y-VE%-TIM>gNv6-9lO1%{b7_O z=i})8wk5)<_}f4+N(5q$Dz-i1uAPBHT(t;epKyhnDL2F)dQBX(wp*8}{5prcEEuIS zDe_<0q~)dy-vrKN{JZ7NHW9wWD%0keOGUT%_LAr1&9eHtLsEoyS0}RG{xxd=FLvE~ zYfg^E_B<8Guy>L34_I$NPSfY`2ZWt7;vN_?OJ#Cvg{D6bFIeH>S`VA8dKKQc!OW?8 zE1U^1=(;Jd#py7Yz1GXo_4tTnxs0p%|=vPc2hs7b57_L3Mw_IMZs*f1y_}bTHiJHTZ3i zDSD{oz=#w!D0laFP-2Ho*Pyujz7=ARwTWlr^SX=ih%I`qHnm$4PH)5M*K2X0MXFS+ zS1g49M<|hHXs#X>;eB5WW^1)d2=Io);S|)d2(|$W1By^91)vuM)IH9m;*&9)r_oYC zXI2DDuz96WOc)I3Qu{8x#S(u~39%35XU^dHd8_q*f`_6dZ&Br9y9q#Tq41 zBW7+dRvK8%Sib1^%v_mvYLf7wE2XfLC6c3cD8uShNh!Ds;SuxcDaY!>d!gs(i}fLx zYtVZjL#M}EZ{B=TOlmHnQ&%5j^YgzXb9X?jUe3ne*(X9}J{#kFBLtVVpmcRl^k@6t zlQw5#nR+6W$?x&VsSd{2T(>%%5Kr`pI@aM=cG>VMw=8B;K+EGED3eWz{f*71$IG>V z@Gdt!P~lRsQgO{jr7=C?k2aqU*Ks-|mQ&VJ$8?L%hI`U@TpVm^JbgIBj6yl6tur4S z>#6L#v_*akqqG61n6tmDPci=oV+*hGcd@5aOi`V2iurd&#r{*w-bdv0URcY7WuKiL z#>a#D_)i_~sgpZ#ET>M~)Nz_VD|=u-hjXA}X*Vs3kABINVNuK zT(C?@ezqx&PIL6XJ`_g>pZZ@Pilfs}{jU$j6$-jAd;^z9{iT1&@8qY>q;l|#h`2!~ zt@2+VS~oF4$FY4Zj?Qee7blhnWLG`W9a7&cyoi1lWmYfAboJEvrAuegMfy;j#E6y0 z&gw`xJ};J2P}ZV*8Ff@nDBjrkp_m@NHwCl%-W06sdsDKW!BvVSC0qI46ini)Q$$Dc zzlk$R@0%1a#`osH89L?^KuH%8S2rGH%T+Eq`Bam{Onw@~S3{vw2XfJ=Nuj|-z)4J^XQT-zj0W(IPtwd=*kY1XMK3i$h3!{uZTZz&Gqa1j)(xewg z!A996i%cpdW$&{n3B7g8R+yYjO0;J-63b8jrKuMN!T#^rN|yG+o5Cy;n?aQf1KB%A zW~d~EE{8XRF6~FMce1pv!%vmNxi*Ud7;etiN~@Ct_)(m#g!r*M8JRyn|K5cC^XTw0 zWh<4>PjX9WzB|oB2REFEnV(T*t8RbPoEF;Hf70B^?O+ZvdChfEzr>NY z07l@a_Oh=7)YpUuxX<0DCzJwL#pZokPhb0sQt-VTrC`^_q7=BuVBOa?otDpQUo6W# zEg4pL28fL05l`Mr0*r_p+PEW_iIJ$C8X}jnq;FeBkFX-+9`4N7lSf!NrC=Y6X7aIl3d~e+RuHVuPA2D~Bpa(*A>LK)_ zn@=zk5i*T2Jc7=-hFGw5F7|CJLLOsYTyw?BT&n`FRv8!_TuG8(hD`D^8clUji;lfP zu~LH@U;XE-PQrctr~3Zrjy{BIbs7}oxt`6LAd zw`c}opd{_0L`E6>qa+4Js9p>&$mjBtaxrkhAOO6e8E`=qU#ue}Q}mCLw6Bv&q$CCa zC~IU$e?b7Ozk%3AL%a%5zX26kL7>g?CH=dv`%Jd{HF28QZE!yHGW+`65sv5FU!XzW z%AJdD_819Y?Xnp~b_N`St?c7`yo5IAiWb}9EwukTB1~zu*<|2c& zuvt4d0XL=K$=ZP*Dg7%_m{QQDd`MH7QKnw{oaCOLum6@3rGdj3jE7ESQ~#AI#rl{t z)1K||o3VfzD;n>ER-`(_nBs-BAw)K9a$@s|&>6;5Dh*7Gscpc1(#xF_U+P#&_bq&> zWN8Y*h{|V7b#F?6T`*OQE9GJ;-g?DU2Cfv(lVD4+=*e(#9*O9b{%VUC<4U<2#s^7r z`wN`7Qk;JL%{DBa1yich-vNoSdb0Q1!jwwuWEW!*V@kQ&)K>2QOJuRrvVXnsq&5Ic zDgw1g!I5HkQ|2DugC+IW6gKK%4O&YnwhM6)bLU0J8pQjcXJrRSQoMjRle1H^*w1V} zDUN7>l+KW(h^@I4OC^-yb+^_@gq2_F6Ol5bNI81a9~7z2^t~r-P^2>TqyrQwM|lxU zjwKN~oeW>>6Lr*T-Hlx69!07n%4AbhzqK?0uZG?1t!p>`cq(pAVs5rYoKCK;$JEy!zDL*5?4y6^~N^1DW=9DV&~op9FWDOf=lV9(_yd3t`g)l zQ-A18QFG*+(aF}kVgh*I72NE7S1}{!J+w?DNIvtvE11SxuRuykc^4>C{?yzgei znaahhCSXiTPVlt9BI+mcrutK0E?(Kx*OX2h4NZ9cEn$eXypd~hn^Dfit3hZ`Pmwbh zuWTvuidVKB8Y5L%nB2J{?LF#UpL6DT)36^6@>cG&{AWLB9`bh9ze6yrVyC~IV^I|w zjU0>WX@^B6q#!&77)Z)9I?;u0V06gq<7%N&881rgg=c-Dmp+yc@UxE;y|9nv4gBmQ zPnI5e*~jt>&QjVlYtHq;KG=4Hbj*ECCNbgsEK2e+io-`ZXO$SnjQnCPEURZ9fwJ@{ zg@r87;Vk9#McQN#0vlCN3VkdO;tiwE)2bprg=}x)r&Yr@nuS29o>8yzeQ=I?^|VC2 z`mUbYBuNyMDE(ZR%=f|KJkPr{1^78VH)YtXK*K$>C-X-?*wZC54d%2hP zv{+7>MFA4kPhS!Q*7CM90dSD;}?2U=XgStA!;z=|waw~V^@OXUm z-okjdjeDAQ32*Nw{#Z(}9@*m*0G2P#6F+YIiSs^aAH59NUi`&2ozIHx^=~)7>yrky zSAt8*Rfh8fJSRetOT+c*h)A9KY<+z5iDlw?rS{jjan+F@;%EBQ*UWy1j-K?#5ApZ< z-jg{sadq}N4U&D+^KYka=m^(|-d+lE_-Wvci_PJlv-fREN7|eeqwI}a2QJvwv_K!xz z{=2EZvGKpr4rD9{_M0GMlw^R6QIY{NCSK$qW0YiojE#(sn;>JNcn&f~Ne0LmB^e-N zlw^R69hw+7LB@bQ)&a;El{ww2pD&*eOJc)MAJ3}pGs*JOEA{1X&WB!RU!Tk0@tk`R z8sx3qDb%uG{=Tl$&bsSs4>HDSDYvgLpvu>K`|7IL6egYpqrcnNSMlxZb2fJS>LP== zteIq3yHY@44i&4VAzGy_78kGBv1QAH7Znq%U9BK81LO$gI)*&YlXuqT(<9 ziM@fdD*iTVb5%UJ_)q-F+6!+lSDIm+z(;CT0I*eBOI4}*aOd-sd`#@jv&q1>gk5Z0 zuLXf*zn|QGnFVk*$120d)ihi@cz+no6|2F#=p>+^W^OGui?`Q{OTh634tOK1gmcXR zKyr;>Wg)DG$kJF2=gRZtIZceYTD6Jj=Z)l}^TkRlG*Nt>YgWeb8JeuIoH9LQcf2X3 z@Gi(6V|P6DDx2)QC)!>h0I_={C}SmF4JVj6$N7wQPN7&gcJ-+(E4`T+r0QX_RhK-` znr(yv*qICgN&ZrdBd1nnRTv5qoJQIAByeE&Xog!TO4Mn=WP})f=+L1fdNxW#xwY@j z)Edr!7gKnoX9j$KO5r^*;I|wM$a|t0@IJziq^X)laad{+G=K63e=?owj3IfoePl>i zA1#LTZ3sGm7kQ=Htew%{jQ<`CZn}wh4GSYsxoLeA7J;lUNm5Cb=+oea4cO3aorZ7{ z;Yj`iV?V!|+0%wjRA+4HK4nzw-=6hh{QgPoTN3;m1o4i>+Q*5^YAYvkNyLtAx;#6* z90U&x96EGRWDy@2_vjA|x&RoEJIZtCmWtJV!SQ+_xI0`aH-ccPSb=x+*l0oJBeakK ziL7ukx!Kd(Jh8WvySW%8I<6h1Oc(AcOcjEW0~6zb92g%fP{U3XPv{m+2Lb2F?`A?U zk@RI^KcN?L=Jd{h_1Wdc6Y-DGAaCXFUDvLq@>2Lvb9FhqxHixXFEodjE0E$BmCpU8 z=j)h5f9UP3f7TfW=hGkBwq?svit{^gw9#AzBRA%1%b{}JDU_fc&XaZ+h{NNcS;wk< zq*kr04%Oy|sENTFC8vWm&xiG98IdA}ik0%&>XBfnTq;$i^ay`*Ioi; z^3O=4{B!#C7xeL$^zm2tNGhBTomx`b+?SgjUVEW5Ho^!o1guhNQ5_Pt9Lw+=XSIy4 z?d;DkbEstoUJv{8)o-v3f>y=Z?a!||TGlG*d~v8ztCULtek_O8xpHOqS{F=NfIkC9S$0NbqVkARg)!4KkxNrB*YwN}l)(F_U z%>HjDI`Ll0B-WSXteB@uUxblqS3Jn9$-L*h$>z+ z3(a~F2L@!jZLZXUWxyqc)w5xpjt^=;V_mKx+!fhuOW|^{4jXY84DQiZk3D;Fx)ijk z=c=`pYA`5c(dbcAhTVI+ssdI`T?tH@yc%u&kd5a&?e%?vA+uhGuQz(v+C zq%f`}mOH&9{K=HUdlJ!y9U_`~q6PD8z%E8-l1h9jYb%+0AY+!*?X#OjIxButDuly6mO@3`Ks^=))>AYuol;WxJ{he$p?(E`%;SUX?dN!$tEoCi(Y7>cxo={^+1eH zHI2#5C&ksoIR=NY;o=nJ++Yf)3?_wmcjy|fw(}q)c7>?`XU@2W8O(@X-c7}{LO&0eUeorqwnRMvq^1`<0uuG zH-SaF-(J6sG>v{>P zLd)y_!kA>8#Qz`qgsg-`u}0-z-W z6;g&c%%ILs-^u8MluLw8qaRVJqO3SsJc}b%v9jW1kt@FN%-R)&`=d<2wG(;cUos^b z(Ju%R(fFc1ii^<62gntL*o#^(`j~uxT)6eD{;_r?9|VbDct%-qlsvTSu`{>%L zuBrWZZ#Te#D0U` zY7~NFwS{Vca&W13H5k0TQmf-qK!}v`*|Uw{)Pfk6`A`-&HleShi{fI|a<}h}uzc=Z zxf;^VcARzLZaZ!q7lS|-H+o1HNBv9$Si8N|tcR6KsM}bad$@)D*&SgKH**K?F2m2~ zcyTp28HT{3iHaLLsEZS=Gq}=d;>{>t-MGKMT&a|cODMitU!`oSvr%!PbrHiF1*QC{ znOuIWzvLI^b5|M1;bwEbTq*7g?hDUjoLaRvz-0;l)X0wO&WhHt3BihcO})5KT+$ui={$E;7J0JRti!`1E-v<} z5VUi6RZw2-S%IH!=L&jR{EL1BHxC~SMn^`*sn_F$(S!Tx5%;l(<#YU6aB?ab89#WK z{4z!gqZ4B!cc&&IK{}Nb*m!OF)IBGL?-?xwV2WMp*zL3CzpzkcnO1CgYnzD3JIlzM+*7@jeQ4(%VudO21= zADy+S1;nUrWb6DRla~G|krj<1=^<+9@l=;Z(*ZK&B53AppJ19p%o3z+#7ymyv#7sp(oqB(#_|@4tb|VNn`Y^5!qJAq z%xP6?=MZKf^F3u0GLy+fWTs8W3HasaDJ#N{#hF&Sta^Ob+PHejRW32*B8^p}l^{)B zX8F?YWu|t?Nzh+W65}PA#JK5Ml!V^8S;P_J7FHUQ%+?rLGTmu2H;Zxc$SADoX1?|b z(m-jxr_7aRa+gdZ>A;u-HY>AmYpPobX~zI&X>JiiM+9ch_6gD&YrdzfrDie=wPsQl z2_p$&(1=31vWaB1)sixF7MA6l!z|fNFUNpeqhfV8wnUqiD7&YuQ%pE=^kE-(oQ=IXeEZ^0;q#G;i|@zR z!jXm>*s;|iu%n9%mb;Vb7+5?}YvSI&cE!d~I#3&N-=F-Mw6_}h3+@vx+OXD&s5<2) z`C}IWrByE%XDcCrXw}G%yHVRm9^G@bRz+exgl3SB+xt@?_Z_^Arc}gch6kN-ous4i zoX1lN?!<2}Gmea-Cy6^d5^cmnO3Z>X^FZHw(gtNFQ%?lC#S8ts!(_Ij#3(4IXMQ_H zrvm$kK@L9fW!s6)Ll40xs$Kuv!)z4=x8H zL%H5)26GGH+&Pnn9r#cGg*BBE-hxZmAsc2en@VKk`6nsG_QY(z8hanIeFV{7f2nYIVSX5#N{BY ze5K$*Uj?rCdEkf(bv4#GJF}{_fpg*NklM1E`+9n&x3lfG@UH!)xs$dke-Z7IA~QocgxG(rO0hmf zb1jNJGq^Z?1-f_&AE7e&tce#Ra|6KtTQ^S$yBMWpPe?wbWRZ@YiC9j}wdY;`1yeEaF4$!k0wqC%00Ls`yT}|=3RWJNd5`&`MCIem-xIWKHn`q-y=TXi%&_(_lduMlK%cF`uMl_c>Ch} z@rgeFG`@~MchBO_;QPel&*F1&hAR3w`t|el@d5GV-_g%Gdh+k_>#m&(GmkBPkkURx zAHRT)w=aH}epV>YNAT;h#gB^5U&JRW`k46R>BfU=#gd%>J#}wdchx1eQ^&Ntn$>8yA0X1}`N;EMIa!twyqezm}zej*7B1 zv9T@lWN~S7b4Z@4>UhchScOY2tr?KE8YjKK_V4g6;Tt z34Q$LE_{5BKCZhIA1|Pftvm4Xuk=b>xiXh+z z>EkjwFxyTakC9mZA^P|+YQ~R<#{OBNdEipC>M_x*$3&AJ6U}){H03eT45XvZ$3*py ziK-tH)jlSwd`wjLn5gP8QO#pGbW&A_&I|D@I{y$+Ky?0>>6hsI*N7IP^ZSSvqVspr zFVXoI5d}o&FC~JA&fh>35S{-f{Sux31EPiK{2b9jbY29Y5uF!yc6h#Tgu&|-;SuPPcv3y5oNBVM!({5dANUlMbUDJLIT4XT~)^=8k)w8YQ zSwzX+3HBi-8@reSGc1OHG}+^~yk8E*c2pYA2)|y|3&=24CLk+g4!9&+wf((cu#Mj@ zxWv9+u(rKfJlnX~Ymi7shfS8Z6!j}40}e@kjZ|~3j;qItKiewc_MEdM$~qkO9l!7M z=0IE3W*20yoWkBk7zQ|~vV>j^rlwyf&bst0Rl)KuPrSwV^EWe|;{wjI!gY#}d}m7G zU92qg`kdwX>|dKC<^6#46t@7Lt01Xkx-jX^U*erNc`?I5Q@rxo?VDtzK>N%~GYFc4 z!ybL?Ki4=<_E&vECc+`AU>~%16+&EChQzp&NEauZdnj#KL&~F&JsAwKMbaCaG;aW27#pRMHD89IKNyYY0-_Bh3tVbWBc!*fI%!}iUa;cDegq}OkuIWQlRt9ZArBKHV?GSzVPf(yG0&VZG0cGe zB{Fh|`*z#};x!uf5$b(0wq3^NoE$#R5uuQbXL-bHAs9N`@|YJxYa znH2=h@IrG4m)Xx&j|2#SzR-NNc=QOc?HkS2N(hj9ala^-gp;;uc67pDRiB;W_$ayTZq?ECk$4ba!p+O6B>OfDMSZM4J z{_ni!(jFf+bqL=Fg!jMcwCeUp@M#F|{uB64eA==gyp#Wk;n4A)sjm?tf&Y@h*Pp*- zOVQoWf$Ho-VI^Dw6z0Xnr;txU;d}`{UDqh24;2My(mXi>4v{Y^65#JA0Glm$?dUB4 zlagPhcuV^j;w|a9>;`9f?JhNL4&PtPoq8R-xQ~6{hipEzD$ef5ef>1Jb51yNH z@;tmQ=W3PKQq@4GNXy7%)1l`lCk^*Q^++e@)KL>9a%MjE#K-NPkFm-e?#y?;{EWYc zddwp?xCaNzO8{(W5CDio{&+|cqtG~iHg*;L3UE>q$S7;C>Y$G3D)uh8krPzb<@m-0 z?JMNhRq~5LNi6;?>RbFp!ese7`gM$Y{SATDBB0R3qsHR$bz8Qqy*RB07Zp*TqEf^q zu1`6LdaFUyE=Dc(9(GmGcGQ00<~aajON@{`H=hmnD4vu9MxKi^(U{Eyk?$gbZ`Z?S zt4{G7W~Re>Ic&@Xwb?~*IAIb4DYq){LMxTnbDc1|QDCwfGp@t;CYl3ZY%~b&*H)7_ zpuy`I5&1N*yxBViG?+~(yo=F_01b|P?o0L@<2}({>@NyH3FYBW)JT%P2TJUaqZUmP z0iU1~nVe~EJ`E-^@|MXnN3s*hT=LSygqqy(+;felHTQb=MP0j6@xd7}iMX?g^-vC? zT;Lza7;b=X@E5-Wt`^`%KhBuOuhI478!W0bRLM1?V*mY7-+1`nFyWRys{Eno%H04t zCg304BO4f%zvKveDv?hdPGn+rz*1bp5Xl*n=ZNHAZi6`O|+@Ol1BYB-Zczf7Ym z)>A(AUItsAOVKf(e*z8iR_;`{vR{h+#ZEixu8-}Eu7T=e?Tk1rha7OH%`t!S=_P4?Un zk$nXh*_W=D$aZzu64@rW+j{|kD&*}El)zin zM!8l+peiY(^^O`55$|lOjW)ua1kKhmP($kBay@Lo&Z*^fwY4-G*6HPXZ3X!N?x~C^ z!62pV(|_(Y!Qpo5X7YW~QN~DZw$zu39&-Isr7<~hYf7O$<-%p7QQAwqm450@$Y(=f z@*e1|bfL3h=z%DDBb`J8SksA&EU(*qvRq;S+;QR=!*6)qbrcA5p-+9y90=3Vli0QK zF02AwMZsL@dpFud!EE0Rp@H4gZ(+e0)zOFuHQFQaor{}gJaNrmOThZ{n(RPcYtQHE zYr!G6+*u?Uv-$Owo^(!8ogqTsX;i$PI_Hi-GFccK3Z2Nf z@K>o-!T`YA>?O?lXp`~yJb?yzD|b$S>;`~OcG_8YeeJbLPD{z@A2Y_^w?_A50B}`o zGM-1c^w$7z71t(rtd}aZ#7%nq+z-_U1=L;CD+NS_^=v2^0RfzGSdzjk=p&VxVe z$a6i;TCaYet-@IqXFqFw;Z(5#2>i3bQmfJ|lg_L)YOSU!nC$0S8M)5)&uk7DnvfNY z)wN4@>U`U;O>We9vA$`RNfqAx8Jmv053N~~yD}Vf#7D!f3jUE1$#FES4u&-wsuMuk zrtASQ63k4vMj(w-YK7jzP93FTs#I$MBsOR~+@iRr2xBmJ4&g4$1H?&rJ{(mQ9|%!( z_zM-%AzD-=KU?FYe_hHj^?b4zq!iv04~+h~%>%qAdOP&eAf2>q;pIhep6!CA;I`Lc!l<}&Wwe8h!Z+w_EubSc@ePqNAdcHKS}VD;%i}&e z?9(7+^3act=b{vG^e3UqB(Q=!0F)^b19m_HFKWO=e9OZ?ItrxPMP1@ZkPZZ+lI6i5 zjs+7bI3AR>>$m8Tkd6qWat6*o&DNlWqk0Y)-1}YEdnV={Bt{ea3(kgKUSFU6MLgwR zj|O=wckBC^t=0E?JL{ichW+RC%W+xiXsLW2ZkEE`GHA@zmP6$mUWjk~HD_xjV4>Hs z&>yK)E2~4b`5|#I6?<}?4-o-%u2|9DoJ-|WsS;{;PH_$0U0}i+)GVV}TlN+}q07;n z#M@6ZUs6aQI2k4Y7#5)4T!@qKOCUE;3i=}4g9V-CrSzj3*Fida(q;5SStTb@5Xl?l zYvUGEztu8Ph5y{E7JwfSGeZT^?7m(AbRVavkxXYhAQdb<4jDOjn>)haG_ z7&cE_ADO4SBgNpPh;u9;Xt51$piQilgO zW*;GLSN;T>W!#i%*_F4`;4=MjO(rq<_-iRedL*P%Oj(y}rVqgOXBgwC{o01S?rhfs z={j}x`NC!q@#PeOIekL0(N1F^kK{}n?bsIY8tspY(e8qYt{s5yo46IpglP6kVTQbeU4ZR`_wT)p{}*cs@V#>OaZ=z9`@F81Z}3+&s6=PWE9 z$-B`YZ{mxIWrs-2HAX5{Km&uZs8QVREReWt5#kAB2fJ9$s~rgrjT+Yl(L zd(8VcpD-`x?lGJRxz^bc2|Cp}Ke73w@MxWB-S&u1=Q3gWK)ATq5>4iF3JEY`i>BVWQ+RF!qs9g!PG%bA-%!hhM#V2l<^q-B^uw6pH| z+G~`YmQtg9(%=E#+S-#w>8jXdK95-JuSR(t*C=<{8s*@6BI?nUH|C%zyiGE!eGe|W zk&nWV_E8v;zV;S~p3WFMGej8~c9~jJBHX-VuDkk{Q^k6Cb9~?*Yy2_rf<(xYAnPL6 zr(ovHgEK&gI3>JUlq78P${b+=HG=tCUA9Tw4-ki3N}52h${PfG8o~Kur4`bd{#=M; zv0eXV$khBZ6O3CEanf2~5XYZ914z%nPThAD74wS$|{STxR*AqkkhJ&Gb+kFhp zb8&{YkP9w5I$IBhCkGjNEPg2@TJb$_NI#d~RgDF^4YVE;M9Vkqx1uj z*u=64L@$#y9Jyw4Tw*v#RrdmW$?pjl1TTdO3l{&E#?Pau9S;Q0S)b0Ty}2;Cu;R3D=uafQJkE#CyVtt@MZwMC!i7f z72Hmj<)@0XSm|$Dnl0APkvxvYFy7WdE`wlvq%b-$Ml3uPH*YFA>8LW$cl^L1;q>;N5-Wdcp<>@so+Jp#+I+`a+P<< zynJmZ*2~xSAYa?_wOvSI66>)T7D@DxukAs;wi{~9Cavwvob@kcBoJ3yxCy~)r&yn> zEwQ=eJ7|!%a`#n}%)mka%iCGMZN#wdpFVn34jj~I+_bw?RDlt9OZ*;<NaQAgcobkaz#>T?-YiTeY)9rJZAmiIrCrHPJpprsnZ_W9Wc@DG4KiAouZmrj znJ9NyW-4vA%rvq0G86SyEKbL-4q%ZiC?hMTu@&{$O6XW`LlYV1kKD(bsV-0@t8NRo zMsGsR($tpJOve7yN{SQk%Z)#D2u~6`SDGXMA=W3WVOG;U7ACVG4#+_qSDGZ-lbNr5 zg4k`Fuc^JanT(CNnKT_I;Fp^&Bh*Vqn2|0R%4aQ$8z9Nx<{Pr4nK|1hNaKR}o-#F< z$z*si(=w6Af|?m2gspVOv1&@$B$$P{n1?JrW~N@DW~$3te}7JaOQPA%zX z4Ia8V@cOK(?F6!mniVK3shJFushN~T3c<9B*9@|CA*NFf2h3)<#55fnnEBc#NK3H! zo-_-asa>;`1xJXJLbGsdkgSA`&OglJ-8@BSBW6x3!D?T0M=P1(lH(qJgJlHvsX z@`x&-W^$eq5SC16TSZ$-e-`^s+?+Hm$)yEY^;`32OdJK6HK>CDGugpk_r`hfOVA46 zHl$>9o&ZS6_&~vnDVgu4E4VL_@1`g7-E?WvEgJLPwAeYjR@!_wElA_$n|wD-W=6S^ zx|qkcj#?Uqy^e~z3Grem%g=YyOdZO1(~KPb+0tvZi#Sf{s`PVVGT%*$yH9@lrTmN>`beR9{`K_01p?{BD9F#r> z*S)a2Q~f^Rj=!MOs@tFGr{RwKkMuin#>s#?&aX#EGXGDyPq5y&l+W;tkbwSOFAwgH}_PkmZ@j{Z1f691*ho;*iIb%y8Yno+U; zcBGG!{BM{@Y)=S381ho8G*oy}80|<3%E+YpiSiJV*_0Ec{6kpzBIh0H)F_{b0HnGA z8GBUKGcj?PUQ^j9;;8^ z+Tsc@=LIjrt&7cE8wZXWjL+N4Mj&loI5_#=P>WB|V|rxhgg% zv}Y;p?|$K>e7|t{#_ktfWUv-ObHDIG1zQDKR1>g9q>#^)8|CWY-kD$te!n$@UabXl zuBA`KEef)#_Iu>rW-ns8|IU{Ncsi*D!k>W~d8%m$n*`?n& z{iPphUwfT{z5&J2s+I_Rpb*@%f&f!@6zg>e2KX|P4}0QY{I)JRPDy0DBP^dghj4!c ztssyy?gj>55g7(z027fta*j`H-_6*5E06|_jBrO-1?UCJiwh9tMKAJE7}(i0m>8mHt~)w5Bx`PG7Z3EXl9!#k{G6FlXt*C zSq*jr5~f}bcZ>4mZckQA5wP{YM0q-iecwu!Tm>t0ve>KxVFS+x)JY=1jx6Y#2#rIR z(-xIOwSn%d0Jb4QM^TN`Ed;>M@WEgd*I((ucmdcB^aux;x}s?`Owd{04HD2B>h1Vz z`qVuqhVL0I0BB?X$S5Ihpsd3dPz05wSWdQ!0@KTi_?Ju@8^={vdm1V_^ zc9u1^e`1_CXrgdH;$0;AcrV(exJ#84(F-g=|KhR5A7cj&AKnk{867F?ccO~usVV1~ znwR`blqx^e0}Up^|J0LIjiZZR)AtDK-y4h_9^F4qQwG<@o%9kDRF5M^eZgBy{K;Fs zDS#hpeyesdd>fRdhCp@@>~(Mq?eYVkOkiT_cE#hUh#t-I`wPQUh2YSk{TQp!F^r>& zS1078lg92!5^7StqPdK0Xp2VTt^Noe_*FTJ3H zoZWg>OTr}A%@q0(2wuMQ=1VUzO)SpxrI)EH`O>Q;h>$JMzNMF$4Uf_mTO2s>4Y+rg zzdi>Jv9aMW8sx3qX|KwD;Bd&>S-)k$#2le`6Guzs^OFNd1+YfYn5!*^>W*}5-xzID&I1h}H%=-;#Y*{X^+>Q(E&+q{)#CXhaxdd9Fz}br ztSx&BAXpGIC-Jt838E@LIxISePBx3P*#FGd>cD8cY4^zPK!C^QUQ(OwB}HzA%oWn| zm#`cWEk{U?r76BVDsPk0PQXl~{jizVz6H@%*?d**o6XcNZv&HeHY1JIajT_P4!6zB zY@plQ2Y442ZQ3W8YKU2vGzXZeU6P1Au^EXh=NhZQ7Kwbj5wnRd_93%{nXi3+l9QRZng*-=XtISrdOO5!9tY&Fl~CTo## zoI9BkjO%x4JIVt0Ov3v!q<6|VM1sM zunFD8bj~-xWaA{qTT9aA8(>q!S|rLhz#iVoH^5vK%QwJco6OYHP2R_Ly_tqoaGL`1 z4REvpNuiNtU&}YZUVb9W0Ml@AgU?))tc`%R#mYCpUL7aj07p|+%0r8rES=}Oa|6td z%wOj{MfUjFs3Y?}0D4S!T6Oya^E5yY|9N>Q{v;UyJ^0-N>7X}8eT|?A{8s{ca?o>C zYDx>O};Lgp1Gp3%Fn&zrEC|G|S7lz7U~? z6f23M_61=PjfoxxOD(we&4xjvRj=3Jg8`TUw0#-QL{&7T0iT2!_#PG>7{CT6M5hsV za<$e1B0)8%)|$deai&(E8JwjK;m z4)D%JsjP=z=u;2Zc3@>%DmE`JeioPe7LQ?_Tf7S&YPNok5=HoU)l0L@+a7qpXs<|N zZT)}y-qx2P_*wh53QoS>zg}^kNgb;DF)0%3|Jv4CosSYFuulJVpE_-c&9*E!%p1~C zzqVmf<{c9$tY`ncSv`AsTeYJ5o-e+Sdi71{c5s3gjAO2YSH38zlk-J&U1iF(LNBy5 zrSAK>cF8OG7~^j?!Y|vbu14ZBmN|{to>p_$Y>}&Z7sXyXprs+-ASARHah-fORtc;K zrn>O6q#(}MDwWy_>GyNBQb@{iBf{nb3SW4E9tl0aQaejGq)Bfcgu=g<0e%q1RqsF_ zZ2OVWyTt@J(tUF|JKdDRPUhm?ejeVIQd&>*aP)p#ALUKgtNiu;vFN_%3SW=OAP3~$ z>o&jpw|5KgVXzyMIh@j5ymm2FV}0H=tbF=nSbN7%So^7sLGT!~AUuMbZVE>C25$=7 zkH$<`kEe4(B}+)@-vp;`0M6YlZ`N2J53{M|x4QL&^&zS=cD+@jVlO*-A7n?G$+13? zzUtcDEq6E;4u94MPO6cXI~;4mB={xk0h*v+j`cwl1occ$AEf43AKI~B&Nk)cufK?J z>YsXUWLJOcNlJHcfpC#yedJglf^8g2TMn}oTo*0 zcIB6!V|{QRq8#f(;bzfXv|K$UpseW}kz;+xjTn)v3xBH=H=Z2pLy5f<8s)A|#CHx9 z0`fKCQL_aIO77}Jv(+L^j`fic{L`_B_s_f>>w{uJgFZRdM-Fx=G=QVLEXbF2?9Kjl~-Uee?n;Dq4MH1qNe za1R?`c4Yo>?h=fbX;>fr^YTtSPcmSA@Vf`n&EXx?*Y(Ewa8+!2 z9eDcMU#yQCIM&A%8;kYfB7@}%WV-Er`97d;EX^XEZgZgscn>)7%>eSETBKOq5r769 z_2ygExn{Xm4eDXDRj)RJqK?5$=pO=aqh4D93`mFwy;MvhU@u{46oWn0R;8i?aSzTw z`vDfaRE5*oT*Z8A6a70P2uXAAr~p&Vp2212HCL17_>RxpN@^LuSrAI1>Ys zh)O9;OCTbfm=1qe+a2ZZY+qrl%6+s=8E38E-jD-}gb= zr;qnS`}76vhO!4zWDDH=oy{l0tKpuSjZ+ben|L*j-aXg@eYSzoIh%+S#v)g|I4LGM z?`;r^Y~5?1J8(|oZ89%Zb%gHlvOaY-GrEJLCyU>>T3?w{{>;V|v9&DN4~4$>qz(2% zrk+Uu=I+I654^thj1gs>5*Vl7+$WOtAPlchSud)R@ zt|0ieMBFM@#d5bt`OEGJW^TpGcY7W2wP(~Cyyv#1*<$@%SW-(aR&1=yv=ozU3kK;| zvQ78?x zE}JXz%N-qpvQN!j(XOY5NtaDg{?*Oz?eYFfeKwd5Zt2gO>KaUIP3;2`#w#>L zh5nA$*#`@1S7<0f*|4-9C3L6JKMM$~r{T{31$^V)3ImjppXtEXB^0K97K3y#+tg@7;>$T=CI zfLDXT+be*Yt}CVUf-VK`@5kmx${hm}gG+gO}?xCPLzJHjHscn9w;S5|}L#ns?s7*_Vi#Zi<`S)Ays!Ig=2(NAAA z6?&$elph|uJ->llgn@Qm;B;u$ikUXz9w47CIl<)HTB{`aS4*Z>Q5dr>kuzRXlub0E! zad836OR^PWDA*KZty6#85-tGU_;|e#+*Pbsf;(y}7=C)DI?EX)IZ0imAGDM z$7{P6uMM1`NrS_SMsOh*8HK65(psuExDuD^4uqAY!C7K9qO^!P@LQ9f1{}F^-2rsS zb%$Jc5EFw>2yjOHFV`JT7Mu0*+&LnN(h4JunuJQOJAewg?oen8e5E&^dLFWT2f3#FS zKRIx;(Od=OTVoEvVAMt60v#sJ(@|F-9HD|HU0yj-t5#NrYV$+Q)#WgFV`LscFqbAF zO%LHr>TLB$uv9K#1O969{1GWs+y$nT(X1_d3s?w?6!|6bb~C)t)U{);ztGh09vv2) zLnpT3b}%3+F|v)t zFG)uQtEE;Bx3SMG$4#4O0IUi1myw7t3D{h*NMt2+V%9WEcN30Go@P#~T04iZ{+RD6 zTacMd+MSs;9Vg(Io2M+y28%PTc3JiKjI?p}k~>{u%0(KhMk`?h+~8pQLi-sn$t1>2 z&!QwRi%16@MhO^a%)zzB$dc(!Q@L4;i$_LbL^t!bPmp#=^F3vyG?QVnG?TK-9!Up- zG~}AXn8cduRzlhi-Ym^6V(4VR%-KFc8ez@%l#$d-hJDsd%0{EySEo~7or%MsG-oT} zzSALFInQg%F?7y2oaC7K+9$}3viY8eo5%ofW}S)?@XNhm!BCH925qbfWi{4Xv>ZoI zaqTJV6%0#ezV-?79Kn1~9x9lr4pDS(oCm)IUGQxKc|>OspMP)SFyiR&GPa4sv?XTu z8S|ZTzEhUl{2a(5o?xDhlr_hrGi38sd7x~jI%aj2#ghaZlXcb-Y>7TAA>S#NCN1%A zQOU}Y@03j*wrG~`l$k@XXKWWHfz?L#x z@M$YyERmD%l-o<0tO2-8>borq4$Z|H6-z6LuWFfvZIzP`Vn?KD2cOGzEhT3 zeZEufWv9#z;h*!8?hfG(J+);^=spwA8eV=^r&YVF+qG0)3Lm2L?Tc$^h#&qFcn=DO zySjnu>_fP8ycAZO7Zn@2e_*M zc#S5!VZ?>l2!2E5n6KBC#2Yo-WGGjG3zBd=KB7%igEGkciT>8aUGKh+=2V0%W4MBv z?uH4kU*>R_NN2L*j+DZE41Lv(En9GB_<8c{8u4Yh96oyejxD0C(%JJ;BAN|H9PaU0b&7eapp1E)Fg}b?KHZr@yro7pA25+MebA zpS^dFlkBSM#V47`WTryM3jzeelMd27ld0$(4_OM7?tLUVr`&z53xQKLYYbBwPeU<@a4{pM6fP zefBwZ>d`$3RQ++zsq@%t@3q%nd++tkmh;(KCI|nb44X-1d|&wC{i!>%@OwL4&b#OK zv2zu;I~+>jqqLn|`LW(e(c9Vx9%;8Lb&T@BEPl(rlye<+e+Su0UTp-ONkj;kq^JT1 zD~)m;J|S#`<)qT-wBz8wXMR`x(MRtgtUK90w#76FR^{;g@*@x6+d{d%3%(L5cE;0| zN?c~-n`DHpefr|xB##WTXX3Z$V3t{#DI)w3pp(0X@*nfwjeL`QO4!HDdl3#NJ4B0S zOO-6zlyWG^py!CD-Zjhg+fMfMA`@Tao8%eMlAQA%x}i-C)pW;y*yw$`p`X5YY0dSsAUuH~eQ7fpPwgj@R zY9cr1(};Caf42l9a!YVo9KtoaXn{id%8MccppB zd?D|qD~F^~SLc1gzNl$_ zNy^-dEJ-1kOfzL|0 zwvsJgs)K4W$TU$`;@ml zSu8^5_vyXWW>k)rrkAKnin>}iNbf~S9^hXH<1YmG->~FuS^fHeM~eS0pER#Ip~6Oj z2o+U=Y(4)@v2=)iQBcmG_m^_6rX3)o{A0fxZuy@IU_iM!T3>YS>7a$RMK@QNE#yK? zb$HvJb^Lw6y(5JMaP!*e_KB%lW2WZTr#!4o5t=f!vva`)?K85Qn>)IJ=wmxMZ4|#s zRPjFaXz^d@>QjUa%G?S*`7St!@S|FB5t6CqwQbw8;<3las3=DGpIQ+9w+6y{;srJU zZF}^$PC_0ti)lecSj$!NF1RZ~GR#yeB^Pp=0`1+HJy)FBLbX=MF$fG7#9u}KItZvb zS4AiX72dV%OzcGPHVgsCe9B(fHbh_5WaE*5GfX?7VSaH~ZJ&lw1p=9`G-k*f=fw?T z?>Z2xAJ|Q?^FKKMEkFo0Y6FE&qvqnTY6snjZ;2S|UlG*M$64YN|CnH`_d(|J@#`E* zki8&kpwAFm;`T<+P3pQ5Jd|!D*HvH?>;*KB#RCQ^zJ)9-OfhiFaat$8!kkQlDSm z#!*>L78WY_;~eq67)y~XCHi+$rCi1m93OMknOjPQmt<#L3OK_*d`_}0`|kjzl4`BS z;bssJM*XE2G?-@8Zz473hel~F<2HAxxMRCW$#1V;_!Nj3wRL^R9Fmb5R&8BR@AB_C)SlA~ZMsOXIk+Q_$@< zXmLi}(fcz~oh)_3Qs0^&jicP_D$(>)sja@TZS)qjCkqZ6U{g{Y(boQ2aHORL$K{b0 z9IIlrVM9YmYxpoU^(`9kQ%Ewj?u5|F1$x2}%9FT-bb(n1(eP@>$OIkU0%XLMJZJjI z=5l0MK>9s0{e*en9guE9M(L}EVBIm(;Ovl4`;qD|hp2j4N9+)hm zrY||A!a||Wd8BF%Ow^_JF=!{Mqlzs+jA|=*Un(`0akg%~qf#qSRw~%FdaCS7dF$4F z&fTOHC7o8y&ov38EjAD!f7w|KJ{s|!17Y;GR>GcjS=tJ##j3V3z|t2D+yP5Q)imk^ z`edO3wJl`VSqcXTTrH8Ptquh*_XoXEtjs`7Hcr(&T+WrCv_$bINxQU1Y7nP>zp zMx9m1kSe;y6)X5PDM80jQg$ki2YZ`SD=aLQ3bV@uhTv<(vPuDlo`Y=x_p{OuI#n`7 zuA!L|)XbY*L}~b&(-R6H z#G_8a=VG;T7Di_v9%zAbXrMQm>5s-8I=4`DDvNat%$IlrlXShR^57k)r0NB2tUwf~ zn^{`UAln6UU{q#j(Y;xW1`Ky57Er)T05ZFXT4Zzc26v)@7qaETBD$weq|)Mh!fiIX z&tnLLsanp3uBT8TYJ*qGd=}Ww*6V;l;D8$RJK+fI%Y~uE8PG4WG~lk1ZxGd(ObX_1 zuyjK;fgYk9>N{n4FKR_qo<4yL4sLDQvu5_#rN*=3!+Lxv(~gX@^2YV+E?7rD&!#GD z+Vq?QTwAj8isFc7HpXP1hy~W7nE87)fnal|KpV_mZCl2 zCb$TFja! z@p;R3&wmoK2Y&d8v%As5UO5ZT?-N7*t1)y?eA~qW8_lQKHgvjpWs_=uMS%Qf49G5K zt`DM;%Fg&(mYIv%r)RF8T-}|gWIeHnHQlC@joFKSv{g9N^Aa(b^4lRU)7f@9IU;%* z;I>+SiMzWCDysQ>!&dC)6%{4s4v+re3lsFPw{n%|#!zaAt6UkDyXe9dPqDoqI7&JO zTo<$uaFlObI105*a}-F5q%3e%#6xmC#p2dvEJ@Zh&+9Mt0=Ci)dowD(z21^*;TsD# zv;aqm+qxEcB}ZLPtjN~V>zGcuAisbW*^2Fu6`guI_VfdppIzps*^HHkO~(w25D#*WhoDTS>4S=doSa4U1gvZwCY{vRwz< z3h{71q}$2y(-R-GHRoQYr!L4e;DfeeJLQANm=6xb`=pubhj?EzG%N4?m6-7o;+@yF z?Gz15G0z0=3-0;0n96iPmI3$to`ri-%Qg2LcRJP-$#EKs#%}o7Z}k@y0Uv9J3L(B4 zQSz&fT9<5x{AcH@eIH^Ksa7>T5mb6TP+ChcHywz81?DaH#Q^-@=c`w?Bvw`?$3{={ zqivY{5_60$7*Q}k+KN^4V<)w3ZgLTPkfUA}zX%Cwb0fl7%ofhAKnnV0{4ah52Txt} zRr=3LMVq+96SJBz6yEU!PzdX(MonwYon2K~QqzCNkbg*epJc;+k+Vv2!2h&NXjFSW zq1m{2N3Bc7#h-S*+V{*DV}l<0w1qDw;+I>_SNlc(s!5u<*P>+Fs7x*NXi*C@eN!<1 zA3tA>xxNE4kmQ})2}AXGWuTI>jW5M3BZ_Tq%jOpx4pT|&&3qi#o8^{IX%VFIkN70_D!{*N)V2GT{hJm$8k36A%116+x-F& z(H814oG4hh+5o)F01!!kBO#^ymc!*5nN-4T5}|MmYTM>4R~illByX$37zD=@x{1 zQ~>Ld5^VrJVgQJw#1J7qGYeaK*doJL)kJJfVm9_of!n_mwdo^nud(3vZv?O&accw6 zJ#Mc6&9X7QHsUrgYI!d3_%+eAKH~95EO`8~0M;WOZ2-E*+oKHIe5Yrah)NL**O;F9$8FxADEsD+1s`N}Rn6uKE&TD57HPyDFHP`AP;1_%A zQ9r2bNb$s_=&F-A=y1%CV0{Qxo*Ocu+0UE$**A79MJDvre( z9qKq7y`b1or?WUs7MJ*Vj*rXq;KJfd=yXx>rRwxDesmune+tJ3i}&MLd^sInL5BzE z@Jc$oiVi>R-}@Q5`dKUnWHD~#MRMF^V1I%-$nP{O^5g3@L=)1bXlTz-iND)iVySgH*f@? z_w%1ea4gRRqtQ#G>v)_%~VnFpdbt_}e&v44RiMRjTDxGg>c2y$ zb;a-ERQw(e_o2J*Tq%AZmni1~#0SP{Jx-Iw4eHNE{C;Z)G-M&mlPan-6 zAALa$ZlI%ixZAm<#p-f-^wz^CM;DjjG+Z9dS8}ycooRA|PM@SaB|%fuci(>J z(VK3+{itg57SC}P{=En;xkv$*$vYY?$(1UNd}gc91s{2~pqA#bXe3y0&<2c#;>oJ6 zi7s18rQRs|O43vD0qJYryvkB94Onqd>l=cAe=P=JCj?x49V*xSmB%k(=&<8&ATc)y zvX2i#vA77 zYD-UdTzfj0T5|bvX0dQCJCj{T2DOFJ#raCTGCIC}Y}e@ay`y70a5=hT&*)465u5Yb z<@DID-P?DJ?VQ@XYx~sh@$H$#@?2!*gkWXRVG@MqQO)4`P`wq-rhvM5sT96}#Z2*k zqd#gMGW`q*SR}E-ZNRDiLUdb?L;t2Xo5hE^D)|cPsso5%GFPSn@3RLvsH|@YqI^`e zu4keQR#kWYiP_Rm3s9ED(ML{#pZRQx7z_eqluAkxLGddP%Y|5y3RFORY6#OZFffEb zEE!%?saO^D`9k@Olbt~lp`bkVDhB~!_J{OB98f_QI)umvl_6fg=sF;AM9nG8ihC-i zOsP<>LsUOgIp_TATVL}EiS zG!ihbnJ;%tBk!b@v%;0%teT3S0(BB1zF;xzOy4*SWy)MR;~Yj@A70<0E46;bdx>7) zH@)~Y9xbUTF^F)H#T=L!!o=w%0Fj>og8mN4MoL2(G=tUT;4Mj?lcdgaar$2|C^uE6 z#kY@xn~B~0jk2_jh$hj;t&^`YJ)RGBpscuF*9|A^4q0tkmZZDRk?^$hjf6d#V*JrA zX^lp!mD;+;O7p@SZ`8!7R@ihy4DONhjg}v6K?@BfLPN_~%gE}+(L@(({(u*SNjWrM z^`4lc`P{O*G^N?GbE7l1eS2yVF{48`9uQ}P^W8>a6y8XUEQ=qWs55==*oy8ebI+$h5nUJwpX*xXRh&ec{z z2_$PBCXlo>c{MmeYTVh1Pt+L73UzjbwO>S;%}cLvk(li>Ms(r>=GN z7$l?w)+%CuEVsnYbr@a!Q;d(0%AW`8+kXZH8|)<1pHWM&k;IJV)D*1pu5%7AEFznq zbF2Vg8j2muTBG9#MGFgoR0?61>1owXabD+EHIw(~AQ|Pj)fAGp-V9$!XvhvV%1RTJ zO66U|&_njZGgFn>sk(cvzGYv^!4D+iR&$6Z%r~)1551V- zS4Ot*>#AI(>ADd$%aTDxC8lq zDn-gSdaf&t`VD0=qg4OeC|XF8O9Wva1@WX6eW!i;p7IAo+8YpQH6SwebM>K=($P`D z2&av(<#~lDK-jT8m4Z@mQMdB+aA6p^YLPOTj?3x@cavGVTH?DfqN6`J)%4jdopt#S zWcPFrCw_;{xS!%1x)i?Ye=*Nx&KDNwyZHi_f`9tun)lr0^03aJ;_xDe_2xhxuy z&R^o>)fLQxYmYM*jdOv^;0u149^rMaI?7x^lw>MuX&yN>)kVcSc_paYQ8Z<`kI!pd zc?eY0MV8-FZy~Te*K{e%ut0eH?u>VI%T&aS3mp$#Pz+~v=C|jwdGD_GJkK@BR|w0f zYQDhF^N5GepJ(Z9a6eTm^@ra;pnLjPU`$oG{WESZ3-1hmiGg8s6-uhE^B_TbP~rDg zGiMl$h=@%OC^9*JNh%n=n1hPB#+OLcy5y>M(OBdX>+{u0V~#(`Hz;H~eKX^tG*y9F zP_;}XQcr@%i1op~9wMZGl+%HzF!M zPdXzeG{8r1PU#iNl=&Q=nzvM$8U7Ahc=(!*MDSxq)a{KrG?+ks4JKchAmibQWzAs1 z%>!Y9r_wb8$bMrmNt$F zkwB!Ft=N;ak--__fs6q-xe(yP@F+<4@0X$#BTT^$VS$#vrCLR%o~Yl+YBuN2WOHYn z5n4oH2am)#l-LWVXGl?6-;z2AF%e9OPVcxE`+1TqOib|3-x=EztP-)LTb*4o*L!TQ z+AiyTYae#URPOk8XH|B|jx&M`%SzhejPC&uLM=_L{oCDe{r941?6i6FgJfa^VHI{c z+yxV3jd8yl7z!!j+uD&Sc(1e{SNP+J~7RK?y9 z`M8|lOFv^I=nVs1I3t1!-QZ%Hvp zjqd;#Vi{qf5{teto7?A{271aBXZ&7gvVy=blv0c^3l6AK5mu_p`<&svhzy72zH-3B zNrFi{h}g3}vn-B!cfiAe87ZM6w2TjUxYSDwcsNWC2RwYuc(~BjAEy;OtN-NsK5`S` z>FTe)A&IHecD$9y3@zBp95J>OtD>uyZB@E@b1xIGtG@!~hf`2BKqxy^%T?h9x6-_f z?#&|%R$4t+(XlNITQFfN^*z`}HB&jPrl6}tG{KdlDXG8T5Z2$1G&d=jZhqxK&tzz% zd8tvIOGH)Rto|%?#%IYK>+^K=1v-3@4qw6{WUXaGQAitXYWJ^3(AI^liUa1G{?z=u zjmjoH>Lo#!bwLKw86b)zVgjE9TJDd1GJ%%64 zH~a6%PHed^dhZcYot_Cj=)FI+^xpdfupWEQ2H@Sj0|RIup!@0j$T~vjO;G?*M|{vjH%BFJdiaoh4M{vsc1M%$qNQC~h`(9$J(1 z!9wjXHmqA`PRWq>u8G~1KYgs8fO%kdHL$xH*j@EcGqDC5iC*li#0+<8z}wh#a9~ra zEKmnFr30JN^KDb=uf?(C@s)?Il9Ol~QqMI)N${TfoHen#_{8_L-Nlsv7`S3YFVuUo zyI^pJ-Nj`F;N*4}b58)fi=Eo;Vr-YPyMW_##7-O(178JFD?zWkR>m354pSs18Tu3R#MWR_H()lH<9w@-s%agit>z~w@w5{yF9jwIcqu+fNjM(r z{nyIPVljE-*B?33K!7$xQ@ObSAIR*oa~44_@8CFcTYMdt7k%<7%e!(w+$-o$>axr@ zi_MEYFhYnJ+!abPH>ThyB9F1z2vpgR4qX_EOdwkkPMet^0=OT&_J|F@i$rU}@oP_A zc)_}Luy-Lt-`ud=1Ed zT7O`4VK|?>rAU4gwl5B+z;yRR| z??s(uF%lUj=S?s=1CuRVokOFuceQUbY-c6H?1mq!=Bvr|t?02eaQeFN#ppjysqkh& zB9W_^-kiP|oFRPtWdm@u@G+`SqQ5ZX_1(G}jtkAcl`81}4+$^4(3Dt<>>6*O+2^Q% z0fqblDijIaYI~79YT)m8+E_b0VG3)F8Ypq8NdI>X3XI~2J*}W^fKAemU~BzdL0=|U z&>L541#N5aYOvWBOGv?ATkf|q)^DS;*MPBJ`6kU+|8GL->Pf4^;0(t44FhmAo9vmf zp1L0;q4!Jqg8S#ed=puiX>@N|8Otv>QlKp~-UlVd{Rtb#(}f)jJ_BaXU6 ze!;lw$A!XmI4~4$Y6~TPSA~YcWmd(8qN|w-#V6v&932W*UVJGP9}52|Kom|QLKObP zQG)MN*dzK&L89o)QKE1GA99c4yf{&~=Ld?yHIV3i$)Tcf$BY$)TPj$Ty6{3iEzK(w zal9xzfy+4q=7>@FuR=!QLdA^21qY47*@zm2JD&Lxu2kG8y5PW3xS&85d{Vv1v7_+6 z!is*n@B(Hj=RDk~sSlLy4*%J;8fWEOO)qeP3Tqrh3inhLDO{*9Qn=taQuMYLND7x6 zNeXALt8{}Yn3UKD4HyzdqSH)ez>o$E34><9kT}!>FtIiaNo?n?{xQ9slWVoe9o6b= z=Yn)pGWA#*cJ}`k=_*;@M)Kyxy;nEO1kp z1@=czY-@0c)tP?ncfAlI4~HW3Ty(Z1tcq#dq7qcP zFA6xs0gZj#nevN2)dwJ~APa#J1Na?+tfZPIio{~Hw1Jvt{PSVeQV6p>ORkzvy^f?x zh~y42OWDsmBDq$?JFWA_?*R>KFn`>1>3VO8_1gmP(HyI%`Gdh3^T&sh0q(ER`YJh` zH?P)kwlz3JbjEN#RfXmrgN;@9P{p(AU8%fV6yDw_qA{&?>q2{uElHrCCmBo~Ywa4T z(BaR30nYK%{ZBcwEeT+R7MuD7V+$;d#f-xm}=gd`yi@Y$RY;^GIx+!gD$S-b34yc;BvDEq-y$ru7}Xt0PH;D`%%HY3-fbpHx_+&{nCR`j`m| zh4wuW7SzzIkOzyJk1ZMbu=OVm7FiMWKMNMwQg9tr9oMpgS*f+Ru+4Y{doJB0N7iqb}sy4Y8id=Dds%E_ta;RH+8_8v4yEf;PmzGpsxXtOI z`7O>sqTMa`MT7tT{5SZ5Z9TL%(&kOHKJqPri!YylTx?VWtp|j(MB)}GXt^&M{U7JQ z(MV+0Au|yzki$r_2Xl7n$bZ^4X4`V$WByD+47kSH(-~Ma)tpiV%n*7aT*A?#3R|Zd z=R{k|QcwX;>9foq6w0|$BkvjsK>Ay>z~NJd`>Ht&jGNwR;d>z*_91P^P-77qF~%aC zn%rtSmqm~Sq_$I*8VAxZGIR_{J`gAxSuGU3%YvdG6Tl)ju5l{OAkw@Iz>onTc{YzH zTVAnp-^xhwF+`bdZd5Sk9z@?1 z1aU5=*e(XuM^Oc#YISpf8BsO)wrp`HJsq;ouvIP8zkQfcp7rRjH63;q zbrva>Pa{iqg3d@fbM5nf!Wgz~-W7=X#s2nLzz83<^w}E(upS4o4Zv#+0LiD3Clh{a z$d^le&@m8dJ`@;yM8K4!)dkfD82k+j1|Jr{dc>d&K=&BDhA@~#2HcukJ&Ucrisgue zkX0!gZN|MQF#D&Xv3uQwe4zUw|`hN>nasfgmTJe-en6z1nB-$>(E0bulyp@yUmuy&+^L zEZe0gq^;&=G8&mZplOpffs(Uya9fP4@0@?MT#!lL+D-;aXnwZ!RA_kg!4&PZ?twlg zn9@bcPF+<T83t*W8-ODX(z^`6^WOG6^Z?E616or#Qe>*(f-@3hWvMq!nR^RUUqo$ z_T+j>p+$!AnonaX6%KHOL(U5diC;DqpS}lM=Wk;7j_5p`d-#G`S=wSuX;HKn z<2@Rzj6P8cuZ(2X^~%Ux0?4;y10$%?Is!vW09%zpRM3Yd!139B&i!)I?{nF$)BLMJ z3Tt3@{^%R@H2-sg_M+K&Pt!buGp6~UH2`-pn@5p}X{i2$n&#h6c;RVYVlA?3R%e(z#SP121?ijvP3PSFv6y&ymAA`(Mr>gH^pyb@SfC z9KtwK^nLQpTynEjh^S`yk-9};I6N`9TOsfHMvZzZfGA)MqYyYJE)<}AMT0og8+;kF zb^1pS*?6FD#?)DvPOtJ$cRKBnYbaK z9!Cy>)kM)X=O0Da#*J{G24h^XZb`ASS0g4=>*67_L$M8ycC5Skq7#*Eq-`l6_K0#` z2TxX7K}hvyAl%nXQ7MnFbq5MZC5b?j zw!y-FLip{2l6K!h784y!G(3qq6z&&Yl+Cj#?+C>OrYX~(iKr`hGOHO1$6g8&D7|I1 zP`c5A(whXZ&KB_Am|jyzWtEFLiVPtsXF5JZ&ZQh?n?h z9`SHoPVa+&J~Y5+T_ktqhdV5l!+P1v6}@(kXs2W}T}&UrK)Be_YcCYQdh4|}Ua$@e zO8k!4Aa&n;&&icw5I?)j%&UgQW_b=hQdUEa%(~B@8)e@l`$V9kq_E_<4sB^0!)2{BSpevvRsofSLs=X3Z z?Jmam2mQ{ua`QzYy|l!Ux6W>l$Kq=#(H%*JjzSjG3GsxMH?~@}C7C~@5HZAdYc!{V zLt{hOz|iLv&Nhc5^}})*0o&*yO}P{XpUq9csgdSDQyQ^t>>WX6iUd89N0~5;rt&LQSehaS$dSLH0Qs1(V-A7Ax z2=D6|Hr5{5!nbNmxK(vC$kkY=j||;&_w_^DoKjsqthy9N)Tu3{QhgQsQ#BAwsXQ`^ zz(8ftE+)1chZ^;0#5@M-0HxiVDNJ;M5cZ& ziH=JVJqyUoG>@#JnZ@OO6XQF!QCQKb1@ME}f}5XGECQ9;=4{PY=V~}@J+nktiakw? z?RE;YteK_{Ukab5v2D)yeTvyljP2nDR*&JKB%Q$kPj zV4+1fvnXdaf8$F@_kADbLIpp~BBH4?q{iHj4lJ zEJ#8=OBr`QPgh@{!x!oBB^jl$JP; zzWKdv#3lbBy1I?HWVcmZ(!LH-Uea|bV$iJL+E;yAATYVCDc)I*AXo-6Gc?L)rYf^4kdL=ZCSPW9W#*gMfQDX_ zJ80TDt0HY%X;GNmRtFzqe~l&PVzxf7>w=<&`Vs?lDCGwbL7D!Nx)oO3CLBTfrywKp z+sAT(RxJ9Z%N_av?LJ~w8||&)0|z{04a5g`zDtV_o+X%8h!3tY04En8 zq!3=0*42Ibg;!qwrqI0TKzy(xUVPBPIusDd5mt|b5T^D!5G&}oa9xnJs^(rqDoV^y z29k(@Bx3b9E9PC_x@4Ff5q>&!F?$oN#Q z4f9enqXnho%>K7Pp0(eBpjV5*pHM=Ly|m)s4X<2}L@s((N2n33y>=N(pj8oS$hNA@ zy}9;U6QRa)q)_9@VWCEU{ON2BHut4wgArB3GpA3({wh5ObNaM4H)QL>S||{w{{N7vFI)jE zZ1LZGn5-Q*gPraLFSZby#Z%%R7~H2zsC9`lIeff%#xk52C%@I}+zjOLzwc+AS7I@Po7`296DPQyW zs=2fcJ}dApJJ~eEZzj!i_fs*2c0oCTJ$@Cwp)Eoy)^^JlXnXun_)qy-n}%+nPL%>d zbxRD8*Pj1oS_55n)>NWdqp5sLH1+N0zp19*ZCoo&X5LY}N*j^2WlxWsoQI;=3$4!S zI5}u9RK}1@R!MhUaTZ8lgUq~*I{P?~AJ3U`WywLrv}NbT4J7u3k{R0XEb}fZtc7W5 z2BkB5LNm?2M(|u(avF=IEuX8puq|cd?Abc5=Aesbtv9lFy45O}9wKShpt?7#ygtx* z-C=Ka9&0a1^S||%Gy{{ax`o+<=%9CLc5{-LP5*?$axC||aD{rcX8bE)ehnm(4_vd+ zGi>@x(bbWQ^xhcn!n zo;}AVPx~kaE@gVi)@p@0_ySarrlR4>{6UY)3X1Xl1;Rb=(PYm=cK_<^(E=*`oIwmx zE1I4Z&$6v*yqQ!OG0XK=@jNW|XqTzvfh+LRKtIsuoAYc1wG_txcW{veSowh5dZKf>@Zu_i8Zu%LZF;tdNjmr|c@PY)WZfLdx(e7FlV{ zA=zvnmh-wd@i`0^XI(h%P@;6$8yZWe^HBlOAKL_qc#=Hm=fA16nXIo))$owcpS`@1H*Uako*U#&Hv zt-&GEHLVb5VU&-F2boys5b%YhG86{SpV6@jAg4Gu%Tbnj&nFJ^O__q{aZne`J)C)I zw(7pPK@-37T7nj!W#;kM0p2undKIBcM)8ZH$K{M43W6UnPBHTYw*^0aOH9#S%s2r* z{lq_pXB^oMJ>!^CKKYhxZBJ~`R;3VaMX|-?4tuA59VXL=LrsZls%~l)L481Tr4nql z$;-y^9vvjlPq&&%J;BWyWB7b3B8xpFUr1`4^0Qy!|ElCTPxU#;Im&}GZ-29#qs&!E zb55o9JCIae1O&iVf1O5_<29d z7g#w+OGl_`_yNfplyG5@mkRfW3Y)6q%VlsjkI#>o(6*$gd#3b~W6FGvPt9AZ%nW~* zt1Mtg9Gxh*P3dB@HJGs=S>Tw1eY2+1-C$&w&~L$p9`Snk>e41Sil#u9T4NciawPP}2Ev$tPi{!Py)n5{nZ zK86PQfWZ?=q?Cu5-+;j@QBMalpaFv)F!&xByim^lEv^084pQz6BDWu_V+R@Rf<9qv zMxr!?J=sCZwkqwuxeJQW1A02|E9%*~DHR82s+Oxl_qNi!jPA7t$Z@R!@0%i9&i4=< zrFPNVeLkQ35jCQl%<`GuGhos)%z_1I|}Ti@>qU=~}zSKfXGR)0$>wk^%>4o5nr zpnb{~fP>U(I{?^{!C@WEj1 zDZ(AS8F6bd3ryVv$KUjcdgY8;Z9^F?<3B+;l0rKCR#3{Uz-=EXKO;@Q#)qK31sLOK$pZSWc9uj#V0kS~h(=yPQ5y$|0Ic8=~10u#?V; zl=RbmF@ltSRv^ERq_ojOO0N{adL$(qfS30UARr|hfbL1@Mms4TC>3&Ux=;o&VKY%h ztbzR0F?Xp@OJhAlyOcK6^y5})N>-{QsGdp^H1%H53w@-ii!C(uP64b(nz8|STkik@ znz8{fX)0nLYh9eFOgFDY29;2z8`~->w0nAZvs?|&V(&-(qG~q-HMEmGn=O<$0T@~K z*CFLz9rJCahyHx9Ry00m3r1LuZ=7h%D(sn$7jl<7tN#*M%j+fs$?re)w2Sab5Iyu&{rMrN^o6 zJtjP|73+1Zk+7rr6x#sTU8F{d{S}2EMKl}Jy%=sB1`8`5p~F!eJT`cY{u@;KRD((* z`0Pk?Q@&bR%vYAmE6w%w!s3cuD(FG_1VLijm(10KPGbZkv3FO3=2aG)OO#vRXvO$- zJz@L>Ll7P%!T1nzm?_*i09f1z(M$1V*TyAB?E^k+M>}I9qYpw4En;Uv@dC7GrxJ1_u{e_3L2g36 z!S1=m5+#cz8(^f8qs*ho#p|WG)Pi?fF0%7{jg9H2BTTxcRSY%XmWzU_p)mBO>1_9; z)>g)ito}?9aM%G`c*%tyi;=nz11f5e#Hc@l*?s)u;q{zsm$$NOav!MG_$qc- z4;X%0L|@BkEAlOY@B7a`zAs`D?ExQ~ed?ANXt^)i{JQhs=2Xit6m^p%DTi7FueNSw zLwW`q{f9VP@9U{kmtgn&gYKGn-QjW#$_{8RC!yawN!rUp*v>n*!Nn}bzvVhah$jDO zHGC-uM;;m5t1hxkQwqma>bhGz&QIazhy(eAt!4=)i?As<k`FSTORb%r|E$ zb#~@-v&yM+*5#KLut;OH4!l4IJ~b+=MaaigtVjlvW5mi8M*oA!aTsA$i0RB1$Pttc zuaWeX?*eL zsHQOxiJl7wljFeQ)JrRGdc^iKM1tD-D#_#ruq$5!htr$BuBGVj7h-@&QE+eJ#Tc9+ zMSq_GIJp%4{+7VUd$nKZ-V}M0XnA5wq`25^Dt%-58NrSVWylx{d8ft^kPV^yd9RI- zoP3`}9aH{*zW&VU<|y%HPcnYlRyC4L`ihVn^*4Oogp}W36)C?rlISWC zeexu_wg#JWEVIGQ&15E?Ce!s$ei?qmR_$$r7~3r9pJ`aohd^KL$7zL7#!q$=&T}K) z^CRogdsjfwckfE^Dn5B~y%&(4l!@II;@1pn9IDi2-(ug#$4K$Sr6}_x4qD^Y6tBfr zD);p~G^>7V=suWg3;bZ)K!7gY(gK#T=g+9xC$qS9Ech zEY9+Aj&2lj@GM~#`0fWTq&LcZUE$**A79MJDvre(9qKq7y`b1or?WUs7MJ*Vj*rXq z;KJfd=yXx>rRwxDesmune+tJ3i}&MLd^sInL5BzE@Jc$oiVi>R-}@Q5`dKCgf=Tm$w-+mn*U(d%k@NtEYZ{*`I^6{5&RG54d z|NmwB|0{I(RU95Hz8Ocf`PXnde)(|mEjUjW--=^#ngIPeUA>JCZ|5iPpvxRRc_*%p zZknHdsQ50r_ij482ZslX@1@HUz4Ja?Jyd*{kH3K<0KK38Jc48K9(v_B`TqxSe6aXI zzOJrE6`+v$5dKXTKa3+rz;ELOGH6~#;!*@bF4xm6I9)0JKAyDNJ+0rhb4={Kn|!Br zxp76N{c;w8uN5wc-W%h>qr#2zsszXD;K)aD05O4D)uXOpzv-M)3=( z#a~jVui%8P`iI_aRSwUhfZiLPQ~xxa38w+&XwZ#afxy+cru^X z<1|^^p#E&+Kfa+y@nZbHZw15RH8g6zjzbI4gEx58l-xP(^663~=c$Mbbg2i;NXRg2 zJs#_)ieCASSc2U_G{Dt8L|3%zo#a^xLpf^oV`KjwXZMx2dUk0Z7<~a0FSXG;!pga& z#p-f-^wz^CM;Djt^Of>wzLKkrF2a5?TN~ZJV@h33q25!}woGAhxjeI?2G=oBQ?2>6 zX(HvDvP~f*Z6H7rOX`+DQ%(SvMfL+t#h)YqJPFI%cV)@udl2egXes`%XbI40m@1xn z1Cq*{G)7_l?%-Z>D5YH8&CQn!a2iA`KO~AnCe?ZYma&L@Lcv|x-7pLBvYRVlC-M>~ z%h*p8Cajg2B9vhn=j6N#>sEP}qT0iEkWC|CZ|j!QGe}gQcSg7}TUg_aG(K%=4#~(kz|;^RP=fu>33+7 z3u_^;B>^gKoXR(4rMeuauNJ^%kv)ymr0u+q23oA@h5RsqfM>R3c z!|0C^*1`8$OQHd2*6+J$O@+f~}nWpZRd5U*P zmz!9VgY|#JjI7WUkc373zcB^&Gyyy(G||br>xpgyQA7`oOvaHud%l~wQIUHO4c+XI z6uJ6txi8qkx6XHyzY`2-#Ig8c8q%U4B-zU)R!?j>JiUPCKUHqmf`+L2u7em=zqcXQ@_}z~I43kR+qA0AuoT;_ExG+wf)^ zlt-VC9TV&ZtJ%Wbd>#CEDT`3;NU~eveH6V>tjuImsd1|A;c~8o1VkwQgxbOE+q%`8 z#(3|gW`ctMR_iv*+w)-3p?Rw?yG-*6H&IVQgb1>bMAdl)Q8mXF2L_ZiRAGXuaI9r# zcd$Y;;5p<3MHC?vN0>XrO;-2)>8qA=%h_t7!Y1_?c(i9LyK1Ua7-W34K!uwoZyr%2 z)Ug2PNrDTEs!1EjL*WI?pXD04c4nNzn15;esZmgGpksk3nhN!_*gEyi0L6$q>?~w! zXKFgZDE5D6;i`#}D7{`PwS!uG%PeN-f?I~wClz+5o6Tou3h;biruH5#WA)SPiwTgiIgbrz!qWVZj4dk=&snF;wJRf*oHo+E)Qy;N8j+DbiORzv<0NGIcdT zVVU#Br`nnDNb-<04?l5Or(T>WcU$d4Jfbj?i9vqI$NDL@*+LiZxr$m}5&gY024oit zT;F^8_|0!N=RsP~8M9T|&OQ~Z@|!F+3f(H6+Lb+$B*n_p`Q^&Ka=1g) zh*4gN0oO$@1*7~>Xp~dS^eDf;*ty2G+8l^Uw&$X2vgc5L%+d|xfTC2Io%<6C7n@LhCrz+R4o z*bB8(vzKH2l$OY`5R1@m7|FN#i=u#$#G}ZfeCViY$@WqgZ||$fA!*}wI9-UelJ|2@ zJTKfW|G<>n#c&9CUbs-j^E#<%bCU}PzWVYa40FE-!A*1HV%423oLhnI*_ZLZ_!S&H z$Jnx+Itsn$Kx9bL&pwL`S$X<`RY9#B66u)1+?57)XH0=z42OU_ z91G13RChf)*bD(XYFjeickB6S-RD{G{(~rX=xE#v(5@oXkApin&<~+T)Gq2DH|4!xT@mTC>iS_ zG)yp>DHUd_&|k5Z3-+h1T`NH8Rda?H^TSZfsc)c0;@5G1F)wkqDiBl;D80dbz)IJS zlg&*qize&oiItcTcE0-NNc9SBTKp2DGosjWPeBM79J@~jHqA@P0Qc9uZKHH=yCCe| zhDet#l$4|aUU{&&87gkrMIoHX%6%)%6#tvzmDBvbT5|*9>eW{6T`_#&I!#q$!;U#d zOg7ZKR8eeNQLOL(<#8PS*dyq6?q|otgH$pl4ANDwvpDj=9+06y7a_pOdEavnR$Z91 zVdW)^?sUlHgD37{|5`n;)jqm;Ny}Gq9rOo+M7g5ABSdH&)MBHgJvey5)^cAk+&_sa zJZcce7_aziq9d=L3L{mvM6Zu74`D{sP<|wvZ_;A|V@rQZu-5SR1v*eeV_VU@`y^Cm z(~J2G`Zzz8tDPO$GVPnflduf4FB>}2bJnl1rGTG`h&-#2Q5Dt$qjijL_$p*j$Z(5F zp1W%UfsthJDN!|vhY%TDDr%@nO-WOXX9C%ujRDdVIlTR6!sH-Zq{-p7j?ww(%im-o z6lQRlF@g-K4<`K9>eMc(|?-H?cS}7$=m|G<6oVQxEu2C)+>tT&jY!Zn_2iOf(Cm((UFY;3H zzr?7Bc0cQBb;96`S?GJo0QYxwl9H>F3oWaY;;*A(4;J5s<9#c|ci@DDNb#LG_q+_T zp&{{b8cDuZzy3PsW|-NPvhckEuMNhEWt7M<(9xHzbh~YB==Niu)O5QA00S4wRiax4 zXVC3)4ZzXe62%yk_vERqo7Sy!=ywOACc7}{tRBug&WT3#EX*Wvbw{p*2aa=3YCFH? zAIAJE{QyaHom6m}pCc)|_tOvPoCA&PXU`u0Em5!52Y73*|CTO`+t~WR z*|S$aL#}4;eQsmx1H7f5IkJr@A4KAdNz85h@(CF1I?e&aM0HLSW=X^;FxB*Mv+psU0cSepCVC#*fSk4`;TiOy7H?dO} z$Bi|p(x}}56i@X6=I$<(Ak0`m@nr}%@ben$7ss{p3Dzhm=C34e@1Kp%ZDky&SY`sePRsG^7{87QUQ-k)7Y&8dj1izE` z28g2HAu_8z2;=gybIZa^wt9y6a=?zM6!kkWy3-jS8{18--kllWxt$*QxWK^1XFLe$ z_24t-j)TtF?wxzVp>~gD#`jFnP&l~9XQT)5nLpU@*@=_4PmbOW&x47v?PKG6=+W-X zUVy`e0nHy&EzrQ)#wPY`$D^GSnX&Cu$%A9#{+lNN%^y7Cvx(gkI~WM~fVFMjAkl=6 z>Ucl@j=GS41Ew#a0g*c=FdK|bWKc(XWVFpEdhyxV*!cFHXw1ZR{n<@BeB@Ev{At0z zdv|8^V8+?CYddC@@rexDXocoYAO^ItiCuW$LpwOO!yh};Z$7b#&n9+npV&<^-R{ip z5VYsxv(#ytWZ3fmoHI7Ay;Tq#qa{qrVC|q*5sI7wG9se$i38Uf_0-{mwF61htoyg+#1SUhxbQK1s>QSOj`Y zWMiXcJ0Frh(Wjn%*}8Q%P1;W9rM`Fo{-$uW%$CwnqtBK1!Tv6f4fv1q^ZQaU1;&(7uPjCuFt4;Z zEngF|G<59s=j;008%DWtXe6s|;geZKj?^26#)cdgMBO;#w{(b_egpP`Sq}*}pwayG zjYHw``E43H_+tMJqd0izp#LqhFY}R>gqio1T+F;Xi5@WTL9$}rf|$j;#X=YJChrQ( zn`&oh-la{Vd5`yu=1skY4DREq%D4npJY?R$RHRS@w6@}Ed+;G4GrxZfH@qHDH|Py< zW5T=bz4kTmcgE(YYMX4{#ZJ$>bt1TdD-R-uq4nHqL)xjLvPrH zeF1QVemibR5NN*H{)Q<9F-uS)5%X@Bltt|oDB58b970j(MkiuTvvfP+Xxn1G83G%A zgQY*_cb+WByiJlJ^WKTz2CnQhMfed23sGjMULiP9LfQblqADAkvY{pfF?2&oxXkjE zxXZlTB_%;vVWLLe5*+&n=oVUQClTm+OiVy(W1>0KM+|mxPhw(Zp4T%a1&~I2w5R=vZ$T{=rQw^ zWmz2p7P_JI2xj?8sbJo<(9H9LcW}jc!I}22*#C|41`rpE`+Z%+pZrpbGUA5OMS6|4 z#8NFW*eR3A#$czsf3Q;y23W-YGc=?JJLSPn8PXg3>SC}{4jBNMBg~FC+jg-1U zV5hwQJnWQ(65fr}OGmh?c}nvRb z`DgoI!CTP(O1l%{E9IzcPXgGIHPqtj8}gs-o8$HyPpn61AN-1br2HeF_#Vj9@IeaI zAh`$kxEC@XF5Kbp?J5wuifJAM4%hNK&zpOweF@S%^${_^+IaUSiD&vdF$G4jMk{|Z z)8`#|bm+nmu4V1DC$BB=jeN6BJCg;z`SbJHQga}7h(#NPMp5i`d zq2W&%i0@*M1Ww^L0Bw8rd3U?WkAz_TH5X1ni1y(uA@dP}_^V6?s(;}^L;kATf4e2C zlNm!`qKo1rQ~HKLNt?mi5@Dj%#iH4AU##4|8&h}}xDO&vJa#zDpkzxlgSx{Q7m@EkccI6F+u&)B6MWt?HM1RUmAMZ?NeaM()%lCLxnm&U2RxIu1R zGu15ldDVRKQ&A><@BG#tF(Ih_hy%ebz+cq{x}j$9s8$Ffy<)s|-76`g3nC3D;{RHR zG(-`HBjVF{kk8`CA*<uV4I?2FK8OzO~#q#?ZEW z(SMVo#j^jppt*oIeA_~EM+LAR`_Bfz?7vPZu=v2mSXt4+%-b!zivDjR*9aS_g!o+V zK_HsjJ-%~VpNC8Di?*;ZCr-#Hpn)Y?j59KS~u|c{AYb@0g zO2Y>Kcn*&H^?A=t{$ydHfcp)LaMS z(9tpo^(vIaBqF5-pHIMbeSB=UTCtsjpPV-9L8F0;F`HQ2B(u2k4n?`QX8(2 zB}RJ(MzXsS1{)o(a8Q8I=(kvM>8g;5+cTz7Mi3!ilZfR{H)W57niRD<>Z)|IF&7An zSwEQoTI|#D$ZlRVM!s1BK$~Tj38clLAreRzeov8QVRdHKIBH4OO;xda3l-ntQqBaM zghH|EGr`8J_Dl##IvNW@6GBHzL=$GBR}6rvwE_HCIS)o5V8hvoQrmjD70>3|XdK`KGYphpfHU)tZJM@-5lM2*Qo4QlQGS zRjDmWxKLa=vy~EzKB)WI1Z1&VIZHW!V5qr(5Yvu(Zn0FzA$imi;y71kJu?n^okN~N z#;xVX&J6NQ<)K)0n1T?unyo|jNoDC8!4y)u@Aa1u0<1s9LI@$O_rbX05O-9eT0;)6 z>Rf|tsI~gA=zv_MjHuBCT#c}LlC_gt{L!lnXO47VD0JJoy<1|63hV~$|<-*ZKa``CX^v-IC}0$7jzX9HmNUnguf#@@h2Dxsm@yKcIGwcq2!T=nt+33A*2ddQx zPiq}M#fU$=mj`wSVXX0;7)i8`x`Ew6Tox5Z)4(Vvg1(||Lv6&5a2^=t2qY!ZqIe%f z8|8>4woB6#+a1VBEOPy{I(7%aggt`_MFO{OVUyb(Ohq;}dUhVz9gye5+JuB2sE-Ef zBh$RoR9y`04onkL6GKVVgaf++%82Hfv6=|9Xvgr%!0zDjn@eCYaSSGo!Nk$2?}5qp z1`~&$o+Q6N$yUomVBaPVu|>N-a@P`}1L>dL!OJ=Y-F|}>XLk_2KkG!+p1|%v?sb*j z!9CR0)wVmZ0X8MY5pC_S-N6;o?%<-ewL7q(A*Azoc=Nh-TVAnp-^xhwF~rqqR!Lj6 z2=_H->x>J_1B8^o4fud9WVcep0Q$F;bje$t;Hw}~ ziPkue6#pGHXsygucasaSXXjAKjTWF)(QhlQsPzpouzycbT+iyUt0~x3poL(e&iLoG zBILIK%o3YrJU~!Vr0QmRUiF*(5~T9>&th6veB{{@otK-yH4uf%@MD3<{}lr&f=5~z zm8Zu2C@QC9Vmk!Ilzh-77R)h*G)PoJ+QZuSRL@-{|rusECt zx_KMUBZzmuPkLK>8{O=EA4SODjzN8hkS{YTB0DzpRP^!pV*vF;#=9(JOs#4|#vL{M zVvmi=2K#qKL$BD;I@R{f_=54;uAx`?#N5K;Mb+Zk+!I;bs;0;~qS)s8dSMaq?_%Ox zd;&A1TD-`~vxQ~(vw(&7AMlLsvhW4=jQ6}5tx&GJb8tCctkl^0C#@{9Fvn%d7zjpu zG~Z48c0k@#u&?_9C3D#xLm(jwzGN}i_QVv~#o!9!t=x3!`p_I9>#v8IX~QSqlEWZ^ zDB`FgV4=1uNeT&5!>RpC4Q5Rw3KyJ>@_mm3mNNi$hJB@v=Mjcek})3(NNqqFTP=>>WuDB z855MgD+(_52?x!jk$EjGDFz91X%!FLm@Qg=&pk$K_>O4Fa^G9>qZG|BI>vCKmhgJ( zm5&1k&;dQ&Ekm2NMhQ$5@T=LUo(LI{Cm&Y_`@!S{d0BdUlDAHijhUXNFk7QSQ&^Ni zbaKnu#tRUVOD$%C6``8rcp_rAg8VC^k?f zBqcr^Lo6WCTK2Rp6cOj2y@#$g6W8H}5VWNR`U(5kVMlq`zZnaQ%ojV)#pe%>W(&5hZ*{B`=jf(3Ll(iG-%Ti;yZPt1@C$bHS z;+3o9&TQiVUOKAQZEhI>&G4h-nZVF?DodB4&!Kv?F>6+3O(2nLYHWx1v02t#u0Ygn zjZ!}A99RGXamrUpvj}e%v{B)Hr&pG4YiqsQ1Q5Zix*vBUhjnU9hpIE{)mkQ9dz!dx z4f6Ypb4z2+Ei-+oHabY6nL_X}^|RHBo_NTHD;dR3JBXNUCHOmq%0j-()Yu-cEY!=h zfWD)YEuYcR(2g`pg$79UmIb$jNNS)j9Qj4ITh(ox7^8Y=!jEm^aT)_9AihA=1I-?S zlx3j>_YT!-T+@A28@*~fhn5kg&x`PPq*8Mi=T(3|k0uEBco<4+JQ*uR4cMFO{q)06uX zd@HiC(W`SqhF9`OSN@p$qQeDxxmbA@OyI+4BVe zqANnX!Qj25p}?Y{(PZ1S z1|>_Yq}Yta=5CBO~gBW}kVK!~mgww%Fh(G}T)NAXnK@g6z=8%H^`zYgAvu3(54 zhq@|a`yCV>SB+$78mFoXG==)hwre-5U}G;b%XuUo#zQPOR0Hc~KT#Euas6?ED3B2D zifBoJS&;~Sl57BvhnQ_>0*aF~n02xB%XqRWXuLhQjTKawRk5SRS{Hn3`ZSH^3upIB zX~$rFx_aSK&6wK6Xa?(3#co5qVX!{Me!zm2!TL0Wl)?HGygh!V9js4DdVK?i)L?x& zzkjek#c&y{Pt}m{_PlB_@_1aI3W4)ecXlUm-u2kJb*^3ho78CY%1%Ms!EIhBEVxs3 zs^7dDNrBZV@@c+JjKkfmGM;&T9ISir-cBAYjD5w|2RMj9+0rm^7D zhcvJY87wA=x%~W?0(&x7oH-r#*O0Z>=8BsGBng%y-YfK$$hQtwws-_D1q(qcihK2GxR)vEBVw;_bAp)Oe2rS^ z+bTNyy?*rmRjHexmp>I4mh{p^cLww_XCeJR7Qi~Q6A78>+W?sK(h2vAG1a$`W{3~= zZV29-(5CvHrTz|z60Qh`=+;KYh8cfXB`AVWJCDzyi`KxzzxseS@&8Ohn&`>IpTQX> z{{LhEjy59dy=MnjtR(EvzbI>yz&v?i;!n70V`PChl>X6i1}6TRw)h-jV-VnLVB)Xw z6{mQoca(K4sn-W4{u*b&xs8^zh2Y3Mc})9R=yOm|a5Z3#0~7y&|5L{KA@+X~8?^Pi zw8lj)Vk37?t7GCHEZEnfLXp6&lGo%W{{Km9a`tC18ymekADH;BUCMxg2^CG$WHvT1 z@#pBhH)xw}4=e4BPUAhZO#@4-t>?hRpDbzYwxLTzB; zzrQ6gI|T{|=m%GJADw}TKX3-@3{3o)cJ52vFj}iGm)!lS8|vA?`ZNzW*tU^(f?=i@ zk)2H^o!~=0P$9eRHo~i9)k)@zG#2uQ3V8rU$-R6H|@7fG&IvH)ICi9(iDY1jYy4YFY<7jP5aZZ(&D?EjVN2Z6d|i&j-@h4w0s^8 z;;%dd$Y2|VI^O43sL!wBlh>0kpp+A=4|#MboEztGrqv4omZWcavM>>!-={-mZ$_b% z+36AmL)5fr1N>f;qyRtgK8pdr3HaY+z9t`VIFr*g2P+FRg)$jbD$fYQfC>q%&2+u= z7OCJ(X_4*{m*}VS!$M4fQNuDOPe_og;`M(W#+|IaHvhedDWQjUCW}ga|M_gGIl|jsF2BbbiEhuW4Aqj_)(b?UI&vWk0+@fRQG$VS{rX&3fE%N()2G_gdK z_g%7-t#*gsieCLle|t4R+&eA3`nv*HXA1d{Ewv56Zy5lR+un~JtdtrHWqTLI1n5^i z(DB!z5B^%zS`OAOMpn=V@3Qp4{}RA@>;oGBvky8Melhm!w(brMM3b4`h6FohXSPv= zuVYmwu);NXD`zQcb$3(=tl;`aevvt(2jaX|&JwdON0vX?_FIf+x+ zV=)DGK{mk>;5`Csq)c_oACfA2P{R+v7l?fP2jUx}_sKgJ0oD??O=O~p=U^cD%Ky;XT zeU6FDNl=x^y2{3|)2kz*=6B{zA=%ImRm%lay`2bb6T}8bB>6>hywx#34Tjn=R45X7 zdwF20?w+fUE|#)|@=B|?jML2=j%;l7xH8R8m(~v=O#h%on10--uStg=A89OxH=3Gs zn{8!MmGOCv5R8T-u(KHq#2>s+nuCF88eBg<2clR)6e4HUh+Ubtgy@4pakf*??H3Sn z3dQL4LnnK3sn@&e=@z}7T#Knq&mn57uNH}3BK4$Dv;j8vAQ5ftuR`$}sZiXswhBcX z8q8g^iH7FYIj#DN*Bl1#IUT78Z7PyAQ4xOZ7VLwKjcEvQauwn5@k-T21g+Uhbpff_ zAVowxH6#;kqc40~#Ai}+_#rV$q~NS8$>B$03XI@yRwmg5Xb7&=>tw}zEZ6_XA60^;*2a;8cq&! z&3dC+b{dN+?AW5~=C|BCGGDJR*7l8#E-fu(@LnA$oHO7Mqf6O(ZvJ^^Z!Bl;eE#yC zFRGq8c*_=F8u0)O0$PK>ZAlE!FM@TF9egL|@-GRjNwVsM+KaD4Lz>rjfCIf-e}iul z@kz@7`DanT=t(d}eILkuZ2%ta9Y7HB$_C)m27u%;_5A7EXJ-+CFk5o+m0W`&Q7ZO{ zStKC0MHpOUYnjF6e72s=AP3_pUapN+-C5{nkZ*D{yI2_YUb-2t9I8T?M^f9&e0`x5 zO^Me;1DB*1_oAS+OZK!bXnLi!Lz>olLqM1e|IR{&7mKR*NQO258+r#2kf9Ag_hjfQ zG7M26DFS*WLnE7pJ+9`=xb-C$`fGC$>Ezv7u3DIJ^8szrj6CPMXKGl1@>#J-zp%7d zm{`WA3+1$8EotJcv&1$>quJ#aOWi=+zCmD6FHNCBg+Q6mH*%)n_X~VkZjvinVbGlb)N(fVUy{R;)zRvm6JH=905&w(`Sb5 zDs%kGVIKY}`Z25W4jCrOo$#sV##*IO&ABV8ylK>njHhRCKDw^>|FicdaB>{g{kSaa zTw6Zm8(-~}u~%!&O1rv+EhEX7Bx@~e<=aL(yED5xt=XCN9Fo=-KCmOffWclH%wc0N zXCOER0^~#f5J>VPB>esa5)u*!U;+*hL%<|lN%(zVRd-jvs_ved?wOTDq>tS_+g)An z)vH&pUcGwn)v&l#9buNiUv?IketSe*N9lo$i?d7{7f(MjlS&lC@1nR)i0kd*TEf*X z)1`vT)}!pIyzRlQ-`*>(`^0sUUd*)bpxbQwPI1uCApZUcuKVq0#qSdKaQiX!{2~78x1Ylm?kOL`4Qx<5es8gq87@`}l@$Fd zPuZWu8~>vG=#{INyR)`*V-ioKG?&KOKZKB~=b>Uk3LcYR0C>gz)uGyn3d8YSp<2nB zINHZ-!$&Wn`DmH22pqNC(IO;*f7%Fw0e~7qv1)%kl$y^1a$plaix*Y?8W76bh)0q`v&OpE?QkbMVBY2@Z+M&@A@h^ASyT@K0Y8m zJRm+gAU-%ywZG>S7QlqS6Tn6Yq5$?u`Xzvg5EB7R*oFz1O%lCozaX*yfxP_)H*~{` z^7a#X`>DLWByayAZ@<6|9Q;eV&9HxkoBbPH?nc+`n6iJ1pQz_3#BShrG;aO&EcwSA z@rSoNV9&+hcTa)EAEpuT6I^@@?1gXGjT>zj4phg-)1^skfQ%01N^TfT=jX4W0!+X8 zHzJR~@cZpD0ZhmR`Ae=hBJE z%2=@=tsqi?U%G7NF8OO$S+;6d*=to#Zep@9G$lvL4;aoMXX6B0uz7rfEQQ;JJ%-at zd&kK1KMZ6G$<)~|g~+c7fS5yn!$6^RVLoKxFV<@I%7I1J&M|m>=5qy@_yq-I;&n-H zJRd3%7l9~NI-g6Ik%m22vC?Jh!imgx*u#JJsgp z(}mG$dK5(-ozhQ#dLYB;}xHuepHT^BNQA8Jz)77@Vs_cs60aOi+@Bxv;!H|F{ z@PY%5Z47K{xAtc8t-Yhnt-ac;N_wb(S|Y*aeaSou$5^T05^D{;aFFnq$t8C~b)8+qUuTdPf^z z8y933Y$6YC3g}B)gPz5BP{!Y+txW^hQ?LM(X*nA>W{hKeUvcxr)r{u^qTW1Um@npg z0NwhfHsgEFr033v%41A2-frEt9iP`p%G&|yDb%bJ47xD<_(#0)IxjY}1r~tcW=0C& zrw4r8fWQoEa3a%#{>|(fF7N4Dj9#r4hQ*#NggCPiHVM659ML!A|Pdt6qys%c^( z7(yo}P7dj5oOm%<$lDIvX12>&o^@G{MkEuv#SDqfvb%kTwmEv989o@QW5%m*vWEf}a#(TMeLqp~D4g zQ(yX-`Lm$UG%)l1-s0s?8sjNDiN?G|fYX@yk2S#I-4Z4(8}G>*yXVcAAwpcXQ+~O^ zXtuODV_5^$(w^KNOwL}k&aEBGoJbhw*6aQ0zM$xu4)s{PN7#(>&wWAn4)s{Pb>ng@ z%Pl49QjbNc6;4g6l&DKR7Vq7F9m`^P_4IgOTUL+vm-|cJJJzgOrHZXtv)cQ^t&0#x zDfPlyvu2G~%Eeyb<$r-vYrRr#U80Tt7uK4!?mMlG{ue0a!qM93BrEd(HSog>v_j|S zh6W}q%jj{vx{akY4zpikZ7cOy*X+gC=vC=b30fWgIfs5Ab*}tK5JX_TsS1nYXqmn$ z_gGtsV+9NKWb)ZbtLut9_9Eaxf+xAr(J~hLqFZF*HOpF#GemsVX*?v~_^wxFbGvuL zN>Bi-Tp7TwM#xTDg@*O5a;u|SI~22BQLU7+`Fz&JF+F^H6;_0+ut*uRx~|UQOtozg zeA~0x{9;udWqtKwr*WkZFZ#Iw)e~Nz+zq)r%oO9Oz5ufY{yEWSUUdRHk721qWB)j7 zJAVc7c~EuRiiOIaTt2>;o6rr}5}ALl%7Thk=O$viY^SP@4(E|rI0I3Q zJ%*h7$HwefNp{B8bSZCLRosj2r%0C$z>&u9j-&c4NF&AeZ9S_snx4{ z`c^KZR~{`eu<@A~gm~;pNBrEr$?9FbaxJK|y0@oq&2kzFo7Q-ObQ3=F1{_p*c*fLF-+<3NJipn|fDx zV~6_9V^;Rr^3}_hucn!9bR2@AAJHAW)Ax?(4w5VQ^@#3pM0X&LaOJ1qjw8AQk>Rk^ z9mtyV*vuJ6&7gne4<&X8zeUy#kspHFLPD*Ft;`SM?UPDFj6mocKqwS=VB}Tf$CG_M zw6Wnv9z8$A>G1u#IFs9hlM%!T308TyIFZfBGdFt3)Gb_xEfL~wRVXpix?&+enJSK? zDw7jg>rT&3uqRuBpG7*K!cO^UVVyOe%U~t`3i1B#4si>vFrto1aU!&WF}cs<`bCjt3~~pSUlG(AC25l3C@BuXHmqeYGz=R+7LGWgDYkq1&3CrE^-fk43FXZani!}Vu< z>|7>Uu096d5?QZKu9x+vSn}zQ2Gj%m3Qo~&99BW6nz0rcm>Lh7Hk9cgg3l`;Bbr{) zfNhj;Ed=_Pj=eyC4C8_ENIk%>V6xRe`^~`A;HY4$p8_r!C73p35!6f8f1sN~^ctjX zM1LBSvyA*LlnlN}&T7WKsn;G%IDX<)qhnF3aykUZD5O6o6OsO`k)dcL%QraF=wSm+ zn6*~NCrC^Mk;Z^%Jdma?y?$x;(x1lUBv>s_6Uzl8A2DwF9eRY;28$hR`skE^`9>$R z(MN_%544%<)dcZKAFSzmx%v;Jfl~j@F<0u3V={@P17i}{FZId|scbxmTFUFS1&bKk zBG60Le;}=~`ge}CRDTRZt^TMH2_p%j(P*t+lYy%tWoR#~k$n!m=3sgSbhyzgMst-V zS_k6TrS-=FP#Pl{(T9_4twA9JU*kdG#*L0+;E0Pg)AwS=T4nTX2se=>UPonOYVh3i@|)cR_y|z%$pXGWaFvg1ergZDPH* zDe?I?`*tNRUOIub@KRb5^Zkh5-Lk zIBCdYz^1YzD`joR;K)juiPJ{(Be(|}Y;|O%O#0;*R)aJl@gcX?n8WK&TK_v&$}E)a zSE2jTA%SeI%dq^P&4RAK1s|1RIeZ7cnb5WdGAwg%2I=eYHEOGup&;DJAW??pAi#P^ zNl05;8y_{7$44C<5FcfK3>4XKe;n7lr|eJQ*0NBjATsEoP&yfE=MOuf$f>kS!j>8- z702-av8O2!h^(hW^1ebWq4K|=ukZk0$?)ai#3o)oq<{chBc{3yq1;;@*#(}|B9IKg zjR$j|x?vOta*fJ(Zk6bRj}Z{eh*ob>+s9y`fBrLDCL^vOVQJqbh9lJ4mSFOQBMG zMFMahwHrUS*Zw!aw?9J3Tz*Wyt|Nl{L?n3;*~Y}HvOR%h^0m`K8sp|~`x#XrT)LhK zAoVpGsbln|7gD?>2teJw?7LwsU7_RPD9AhwCn$7{MgJE^#3MIsc*3=DmM`@vDx!Pi zRKR#U%V?08w-r5}`)~uiojh!?c8U`heM{$t(QM~!J>%JQp-VBdpi)Q~NeDS1PJ#~8 z5Y+j(zXer zYu5B}_6>N?xbrQ9s~Eq$C86YMk4vWNwa0)^DDXg`-?&TWBh5B87+yzVXcxlKC};MR z9eCshr=?`ahc&JUlZA;C!XUspJL;N{lNzM83gIzaA)I9@guzkpO=jiU64cd9mtqm%L|?)Xzg}0$W~w5y zO|)LOK3cD<2ho${&8l`E^;ElWQ6KnKJ9=fRcC0<7YWIBSOk>^fb=JGhNo+?=SE@`9 zfV!jjO22A1j^rB{twOs)IyktxQ%LOyjp+%D(Z=|&b%Ge63XEW0BpoOlSnxf z;56m%zZoZB^%>SVF<$7(VGk5`^5(bt;7*Ev9U{COfA_9H=<$lajtm8ftg}Y)#dKxW z3Qyh$mA=`J8NYWDd4*cZX%H$W+M`yg{yrB7g#r&&^X8A|#_t)m*j|x)lWGhp(6O92sRhuIU4^N5Q-L<(?8dLt1z`k}2 z{><*f;&wP!ncDB5J$IpN(QSMPbTuqk81ead;*ud`ItiRQjrBwj=5@vQeI(^vi#@H> zl_+-%0h;7Aq&h6kLX6`yAFM!d5}I`d1Z;(JSntJl0oEtTf+~s(x+e+w)1>NRclR_R z#7F4+O@<9mtJ|U4!iS?%@`BdSj%v^zgz3T@sNS7>*5`Bb%xsJwU!c`^t$gD1ll z15K>d7KN_V!uqM9FJuQwdG>$Nf74*f@B6;HTKg-;FyVT9qScxJr>)k$paE`vQPz0R z-M9eh5@@xi{<-TnJfWpqhd4=uQg^Ko>p4mug*XZ4cL#0E(6{cEz#9BUj7Q(H6@AOr zbd)PdC5C_ac4gnH6>BN4;R@P3SiYifZ3i;-iMQ6W9+Z~ZtnizDVcpob^5x=f-?E-w z$~7j^bRgKZci9TOUAfG8D_5D~t+T?!+ttpu6pbwYp{C^u=kz{N^BNZxQib*Q^(^mO z3oMv8IYJ(y9wQGEsxK0&iX}H^1m-TvrSiK0X7ou9P*A?38Ygw%;RMqp)S|Q@~T0Lp6K9|+Hl3zU!trl~GQLQ@> zsLy4!-khOcgw~5$MX%SJVASWbUT?NhFGA}bPw&&~^`<8ExvW=BRO*deG46UyV?fm6 z5fRkBsKp~9Xl(rv5rnzvhzMFLjwSE{r2o_Meh-pnj~x z=jfp@i_K~lbbX~U${jphXKcpS)POrU*S}?3|3zC!hM74MZPNq+)>p70ZEdah&qBUU zGpAkKG(inEY%2OT&09Ak_XcIBb6h|t;Qf#tL6Y%|viKoseR(1~oEyQ3GQ-7jJSaLvqI+(3xnJDfp?M7-WL#v&O8Gnpj++LP=8hHMKQZ~;##lVu zPLjx^DZpta&6_pA;RcfyaN9?TOVmHzo*8X*1pA3ky#<)x_yudH@c43lTQsX9ajN)u zSjKTJ)EY4OaJ@?E_j{v!rCV;%T^H91^3w@9R7{~tMYIuH&KDD z#%J&m?pX--8Y$wiB8uN4Lrrl61|ay-THDiw3=YN16o(P>Rj3GKkX0;Lw_Fxj*==28 zmC8hU-O{BK;=`VaNf9DeER8Nj9p$C)11s$st>TQ>r9V4GnT`%OTxwlVn#aRb#J zMSXICn?aH@L@n2-ca-Mr7e&bsxf#X%UBvx@=YtTD+#gbHS8Xo5`P2DwajG^i zQz}kmihB!F*(hjVp=OIFatY`ofH(fCLpt2rsXjZlkT|(AqUOp|dd3rfIiI{lxf9V` z920nwxH$sA%W)Ezdc#OI(vB=ArTa}LFaS56<)nKttWlm?n0;Kb0p@Fjj6z~Vhiq}Jv(IK+U5Xlu;&4$B1 z>xIKErN;WhVd<3<4tt8qbmGI@l`$&M$!h|LxL6}%Gvd(L2?zpEx0g2hgJJ!7PAJ5O z(xO|)eNwKL-E#MI*!_x1)IWUAJM_d?TV}mCBvFZD+;*!qka3O$Vc&ZL*!&((8ZcWQ;jw8lTZeY* z?<9{g!CwoNg&`Vd>uj|Lngv~7>_^#Z!==8yaCOpE1%s=fLxInrQsc={Tib1`4Fard zJRxmut*!P9ZmXTwE?aF-gX^thZaf_^a2t>xp<03swvsJn%YoS&y~G8`vX#k}mLM~N z2nYA_CkXp31>5?vC?E`XJdI3TBe_z!vd$U|(dP$yZtdvDS+z@Kq^_&odtQ2!L%~f6 z1`{yZi7$jGy3q0avnoY^*^N+QOMGe}&6j5(=&^QEkg+chrPdNHK?AJEPV$Fr#%B)} z_Qug^q7yeheuj+|zKk<`08a}cF;|*HOEFpaefNW(xG;jFh+ribUwnPnIac`L)r zhrEi`v?-D|SFjREB~rWWfgw^cEd`>#bUA#1qz% ze{Fe7&c&J75l-a|wM2{`-yl!G;`2TEz&qCWoDt+VEh0z)Hhzuc+8Q9pp1=1k5M|Hb z`$YSN8KX)-uXzavLMFwi!L5u#L4&*QBy>C`p-oPf97+TMNiH0_RYHiaY|m(qHApTp z>(0q&^P1bm|G^&70iJJ zIcp4hoaXwAQwL%v5$W!VnEoaviX}=wfrsMkcetv{6qA&ZlB&Rqkz7UOHKa*vyols@ zZkEdK?lSU#;Cy!Ex|~c&m-lRUw~K-9nSOpF*7gBdSd_Eqv~Bb6VhSaHoYivj3ZC?uXCe%{@DkbvPC3lx4(8wU#)a2HMgN)i`l3 z59fPb*hKJt6SUP?$tQ^24Fnb zd};_S7@qvo7Iu9Qo_R);=B($AvR4L6NVX3GkkbG(&OyE1-5Y4$2M49Syhx-}h}?j3 z6`R94dx93*g-U)hny22(5aDDsc}hUmcuGEFef4BSrHOdz&jWahx4`A8u7;_@Fz1zV zawHNkL6}c5G9~1)AOP{Xtf#wslL)0Gy^wL7BBJ6%Z1xucY{pyRve}|Wh{KTP^>At=;;=Ub^=B~te>#bq7wk{ zK2t2<&muB0j=|uErJeK{_4ruEy|$u4*7rYT-NE}l2E(eA^A`dbwl2Lsu~`~K5mUV< zSA@Gsc3*lNN%fad0z@~}B#0$5-O|bxa-h#yBGd8|mf0R_^N3X_y7pIhjV(i@{Wc4C zf|3htR07A`T!9ws>SPA@zy^3}k*f>69CY69Di-pSm+UN6vxEBb_S%*=gX`bFjOaAO zi0UqT+3Ll8$arDKrQu8L7`&jCE?>!;Yhm67S9oplEnUc#;GCNw6p1GLDFMk&G`g6} z{($$4kP8n!A&*+uc>9}?kd9nb<2g!={!xq(;XsvQ+!H=SCUT$>;4}xSZVhm_!%Xu2ym6l|Tjh55^t8>$F*#5z?SZ*e zWSiVROilu>SCt$7J&+q3m=F)Qr%T8_Zry77Ub){id-r^{tQC~^t8dM!RecsRS*}J} z%jJjy@9XJZxwdclDxXsqynSva?RScEAY$nC85{IrnzR>TKd(u94=#`CNE)vXpKCDA*jh7@+)va!|JtbdQrKD zM&C*#?gYr?mc^vmk)Al1J;COUYiIxpM?F3~LuEjF9QBkax*7bi^@qV}KMfbX zNM9})a;w+ey1!9V6Uj(}{Snn{gW6cMy*u~l&)u2Gco43{D&V=8v-IcQB%)s6 zS4glwwk7e>$0eEdYT8p3P*-HuyOW^)+!e(7b8mvwU%1ny`CLw(`g3m%R4?$$?YsuO zHjfCL_IYg{5jg(w<9B%01(=U#V>>_}5jYS;horz^Dq${EOA4{bw9bWhq*>7Q6~ZVN z-f(@e8T&*7=@z(dE!W&vP+QyW!W#rwUvr1FwY4t1XLA?c`R#Jy4QjAq8`5p&KiZ5O z3&m`iY`D@BcD#y3emPqpe_U)!ZUM4Z&R{9I=)zjN$~ek~LIH(>bAKYw(ua;KfDWRMm7| z_@OxdQ~>Ar_=;^%{3-U=QFL!MpV#fipGeYlxWmZC!~JfWo6k*+Z)anPZz&ko>6y16 z1pFn0(c&ijYUlxzfX_r!7a{`#1(D(L__IGYtjwmEHd(9n8=%1G8WFCZ3NYvOi&uo(IYZ>t7$U`fYDc4 zCa@bnfjujtrn4=@H>9DkBDoh1i$}gMq2vuASy&p*NW#6Nl!Z?NbXX{h%iVCU9F*KH zm89B}INwD0<<(R`2v;AWDdIS~|uwaAPXl??3!9gsI5 zgg$D%W^+~#V@j^qg-O*21`SGp*0~I0LF^270~mBtO@tg_OL1=XVa}F<*?#=LOSuYAjVi#{!K5Z5vnQp)EamFI6keCvk9u|+5Svn$JXZN zYewJeTSQ-(;cs2z8UA!}@9GmOvtPX)(lh%-@nVS18mONe?ovUBNUpf>TEBBhp8P(>UwKl3qJ93Q!(= zb15IA?E%4IXHzp`91wg>H)ZdzfN`6PN5m z&nnaF`Kk3TTSbQ?!+Xo~`XV1N=U-oM&)U_?di#34mvHBD|MlWac$f7q^9(zxT5Hwn zp1!_Sy?v{_FMZYau7!hJ@9H&u-b;VAeLbsI^{!gJ+_4RjOGdPD=y$f2Ou~GS_(lj) z&Q+nT+a7b38bR*^LZQF|r>DlvRnIir*kE||%~hP1QWia}jnFVv$CwG;>89#2PcD+rGmM=Vwjp&DK=Mp|yum0?eY0x_QLv9?RQf-q`0wvz(h z!p=aZhCC7olU;#K9%ilrFAl~z+b%mTcyLwvn~V+lTHjcp_~OHv4()r+q{;UpDi7oL z2t$Heoa}gysju*sxXTpx%sMU0H80GY9Wo#S2fv|71z~0|pk{-seR2arO!F|Yxta4} z;&QfFgKVe>A}JNq*guYCgAz;z=2nR?nz2HOEnj3Xrri8d7N~_L7_Ke{6=2MB)CRw4 zly^}K<_WSw4gIyNsQouMHDKBBJJ2!02D5t_8H~%9<0E>}NX#F^6HL$q6<|zrS_HUe zm_{zwS2ey|_m2y6sh%Z9(^Pb#j4P$|rFsdgMN%&KO z!r4q}2)TINkrBdpCD)cqD?qOr9%5DLx_cii2+VG z#ZsosaAM5f&=-vRH?@fSomowYOtBa!!J9?r-&ZnV0m2hm@Jdz`OY(P@7SLJ0xFnBUKi&!IOoJ`!kqw}g*r?mbx+8o|p2(IZ zz-bd@RRbKuWEIw#wr9DNG0dqG+6C>g$tX^EGY|>|9=J?u+$J;CY-5Ar)wjuTT1pmwlg4Rb z(m0V#CJ3<3;$g~IOKmb;+$M8uyKFK+4X!&a-9Wp>gIrvCIUc3_6jl{AW4ZcNWZppC zl2u}x&UqiJCYE)ewdM$PCNVNdRBUn>lEI~%>F(d>Xt|E~N>~lGhN858}a*|W~ zO(UfH__q9{Gn1eeDYcG5WU?UnJh@tvShjdh@zNjsP(qCL-;1qfN~Ll=_pr&7M*oG) z(oJkIUZig@x~doU72Pey9?^li_SMvvl4x?$IBMgxC}N-cBUcgoAJ$3X6LBI%On}oA zvEOKb+o_0M>?mTU{^hA=(yLpRi_*lBRmH}Kg}#=m7^hEYC$vWuQ@n6C5DEnzC|Vm= z#a`BIV}s$0qs#s8i4Ke&(9HQw< zJbhyyJcKtE;l(>x&fSp}xxL{PGw4XsL3h(kWaSN-FMS(dJ=P7#1ee9!E9x4={5qVk zl3VUzf4YCr6515zY1D65v32Ho?a~ICZ=Nmgg_kj5|I>^`Sv`gA-e z^PI{05lJRfvW4iEODKc5+_R%&M+<4u=F+G*=a{zh9IP$)IXhrvXK zMaO%}T6z1yYUO!#8tRgf;Pf2djx2lTTp@`rjMcjM=@Xj6|P0SR{J6J7?ldj_|2D0Tpz! z3nPa9lF{U^4i-&LbSyDS^GMKsaaKAhEqs)y$E?lYJXmc$ABha=s#FQc(1@J)$-!#; zJV#DwZb?ysFk~STxaczMXF0I8X#c%yxx|6&^C60E&YzIS)@=dV)LiWhnoKd8*Ha<@~>*S ziW)L91-R!5W)3jEIjP<02gQg8b89~3bpXY zp;d1DE6uqR#l6x8h5o2>%$3(&&dTe8#%kq)dlPE}?-Ju|g21D5*d!iUg7LuC2!JsL znmTUfdjUMaTjws{yu)=g8P7{|S|pP3L8!fw(IFvw1_6lAo@0jfMeNWZW&NIPAqUyv zZPt*7A=u)YEE$=6+qPF@P^DSI5WGrOA|<#HU;&y6k}k(C~KRl6BO} znp@uIRf+N^;`AjXxjISQ9PRKrn2*IC$+m?T3U-kiq0kq~tuyRlajQBwWbl`r#iidK5!X?AVB_K#w#UWOkIbYJ1@XHmt`p*V zySSEcwaav=;Ij27yDD#caO=1Cit9dcoun5t?K|i;+rCrY?h>!=7T0@l-EY4dSNmSN z+((!D>GA+wUPG4$y=M>6uivA~e!3i>%WLWKI=a+w>9=1mu5Z8<=c7GL&u=D&#W#w_ zZxYu>#Pv~eof6l_#PxA;eKW3-l5Y`zKS6)Ll`e0?WxxG)T+!xt;I{3A3+*Ry@3)`A z)gB~3@1$Q()8$>_&AaL6Fui#OzqZaB8$4jYhn~HcF7Lx-zx{stnWr)zz^?=L2gUXG zaRs0ci9bG!t9>gK`2+FyM{wP5KP!Hhjs^;let(F+`t9d%1?znbH?TqN_`PtZl?w~{ z1%>>Rc;nl~s2z>?L$0QaCsNqS<;)*K{M7TQGa&^JgD(KQV*lz;?L>v)c&<>bWKA6H zW47TVf9ANOmOF}+MDR}=K`;PNV<=YbuZL3eSwIeK!e{ZKYJXFFXn#xIz9Xx#pT;}; zNxEFJ7MFE&>05`(Qo0;V$NtWz%O$k2ypAplsqpc1d4evF<5IQ1>#Od7sOo^I=76XI zPw?dd@#z8a*@3G4J?9evTnIw}{5K>y1n|v-ivYf!a1p>ooQ?o4*0luOCMjOEUy$wk zfxP_)H?ZD|^7a#X`>DLWByayAZ@<6|y!}hM&9HxkoBbPH?nbBXn6iJ1pQz`kO#pTLmKD)l7XDE}Z6o;)l zMKo+Chq$8jKy3rjP_;qp?M_Gc*)YgXW@vkS9a39Hhc+{9#IXv&+O zg%`VUzF%paTb=y=|f9*^^*DYJNOY)!OyQzn!`fKO10=;el$}Tlh zLd2*j)X569teD)H+t&TPZHJtI$ldCFH!E3RT^k zP&&`L28T`y-=O~Vo*edKvep&};c9~5XW!_eOf7qis3^4Hhv^qhj{QPU#*$kpnzXKh z?0wUh#O+aedraQmEN;#`NTwA}%@#`gn)*t+PA*qn7xU>O3_&P!Phw3Js0FynT*Jt| z12sux-RbDv1S}YAXR0Su8U($)wowJ?m zFJ78kZ(V^cvhnorH3ODd-?)9*W$Vkji<+p}twn|&H1#E8kdHC?$7c|=%B#YlV}Bc5 zV}A!1hjE^zz7VRJ=mS#Cwn4WMeeob9}sW8bDT8g#!TMP}};zUAeg|k*v zE&c`rg%&?{O0an83f+P2(tUkvCv|sUCk|NNnJvNSm(F*0d!aybKXq&!Yw$}93*KO3 zqx3jlH|Kl(B?I&82rx0|`cC&m@olRNy7Cr*u7cC`qkMTO-tHKzeLAFu6zC>G|IXSD zgqnAYFgto-ceh~oM*I2n%fn||qn{VBs(CkS?^rLN8v!IyFRwOwnYSmbmwBlc_Ogl4 zDXi@gy&O84jlulZn~GK8tUQ9GW|rI2l)s}Y#`wTQv69b?j#aFItT@BBi_)Vbv|-bD z#=6KFm`D$2aiR{stx#U)PPc~6#S}<@Y6?=FqtHU^cz1Vipu@tksg3AGq)LD25$n22 zE}yH=mN)(7e&5~g+u|0ZYjsRaofSlvoNX^*B;>ti_|qTbYb57T_J;B2`P9%hQDHDy`i;aRl>bd zvg+B4IPp0nB@*r?LhD%DW361aMX=H81l8B(z=)gA!bbi8n8VR_uZjSsi?A4^Qf)CM z$WY-7 zV$6n}^+EGd)W`>H0M#PUi6NKN09t3rCEjvZE*;A#$8h5xa8ku!5Tz)YxZTgl5HW=| zqY;m99tKftR~Cr!NH$4CUc^#ner4`=9%p|Pc~yMfP2OX2uRa;byUKD?N0 znbd&32xxwDZ~dipZC;)ZQpEX-Q?*$`>GIf=Vc=Lp{!yBN<6_6ap*JrE^_0jrsrQUd zy?#tTJ~hR2BrtT}*UFJ|A>6sEg>n@)C;0`@dWjg(!$_*1DW##i!l`(qn9sn)SPox# zRHe*<>nd5;D=K7)dy$6&qZo-e_U7_=D_yM=>3AKuk&ADTZ&=iZM0qr+h>rDiUAd5~ zNyKno(4l}D8y4SX)aJt?#&A}m`ch*!f180ysP>rE>wMD;TiSOLZhNhsc6e*tsqoYgx-cyH zr+kFR=yEl}O)QUR1Zj~n24)bZC6d^eWy{dDGEkp{n|Umu+;rCNIUQlZZo1gjTS&M{r2!LeH4>*ZG%PzG;0g zCGm(<LcbN6OhgqG1yMcsV3X? zYV8Q+E^{tAM>CpRBcdy6Sp=8>}4s-!2V8a$)J>?hKh#bTKu516$&`?GsJ z-B%f7(s4;MSn-woGmJ>QKMccwaFa!YI4^on8RvZ{qT(2wr%VJ_7@Wu3 z;Bww|aj6aidobN$Zr36tIb=?~MBHpP@@YoTghJk|{z~2T-np_~;h!Tse`r5%V6t4vj$`vsge;VM zdV0h*ACe3V71Jf0i;Obf9|KMzQ?J;7?AWro8#qTI#U<2tSnD~VjrsGAgV!8aC>|O< zP%lPMtr_-=;RAJ*VvX&TXb;ixwYwZ)bfrOWN#iW# z`YSKa62`Dc;IN3}YhnAZt4i z(l_#tb)sf0gw1H1_xzP4sob!CKWd$p4f}15Hm)}#29=a?)uht>I+emU`V75lzjC~n zd+S9C8p5s)IYr>0(UCOHwzc+VhpZt=%9br5DfS3$#Ak}xvamQT!SI@x6sp#BJFa#U zh+(r{=FWBprm(Exv@k>=(RmsLEPn+Ew^}|74jr`ENc>YqXU_OBMxv6G+l`U<|1nSr zwKlVQonx9|$OtXLWKCV-Hv`Df63huj*AkkkzBVt5p;t}Ay*jAW~R0t1zFm7h#K@MpwhR_QagQEiP3szsprV) z7^e6@ZstQa)PBMEKk-mgK}gqjcLF{aK( zuaPrcK05-ldoGh5N{a(q)r=~P@36|lWlfspDT}7R?_h+rcEYqyDGYH`1!=9GCo85^ zk?NuBy3lz$U9_pLfWSo--^Y;HC$#VDCjX)vqr)~avZd{?>2iHQuwegj z_+<-oU01eev}XzOPF1o)#p3Sr5^KB2+GLf7OSy?kd9iyO1XYM_EjqDTuZl~?gM$L& zgqs-sI48tlbS3bvHyHhT1}Y&ZnAPi?&4Li%K!*Bg&I_|OGKF%qX>~ZS zyL%IkD8hP%_Nyh=l7Yc7GS{2%?_!WSFBo$5tSCsF&7+Glc6=ZLg&6Fp6oMNKcI2&f z<*x1p$4haV#OQc6K1_rrS=%ENf>4ey^ns6Ht9)2;L>e0ud#w@D|KN8b#oZFCf6WnKL1o?D?HG``mPqY5wtf3p$?DuwJk><~Da@0k< zwhu(q7K8JZMeQbo^Eu)!=fAwM9%93l*ThMXXmprJKgsBmaP}~(e_Mj;BW4d1kUq*| zkV%={Od*nB_Q3M+x`})-jroG~oqDsy-!Y2uzBguzWBoPr*@3@e?DdTZ5HZGtnhkC- z#sqJTJ0|qmfS2NJj?s~7HZT$T3Tt~yW`mnu=`3QMNHL%@0>zwAmY$`;{3)I10|KD@ zqMB@}YQg6TZn@jkPC$%7e$9x)`y&Q}sQ$RsV31!hPzmLaS^duwR39OKOh7tc#b8?{ ze@wPbAb-yGg=TNeR`zCL^>0vfJ$rK#rmE9DgP{h6%cbyQj0Mk+03Cw`m5h3o!GgS% zVKR!B;$tF4XR9$`BJ?uW_6Ql(ghTZ!kUvZ)hUpTSDLuCusjE951+v&kX8n%CI+&Q80NDrg+;j}?z{e2UoQVaWg(CF{$ z8K{K)ZC0=McQXPYVp=g7OBV&r05XgsrlirQm1e59Fm!Zn3?FJuSBiG03QjrCt@5SA~D8 z!QF8)x03jdoBa}6Ogn7`_Q#JDODUvqES6Ik-KDaQV~q+>j>lq|!d66qfb^LzB4%Q~ zX~}}Q@$F)`+A2Gq0k-ii#!ZIvxD5S=yJl1#%o{|0fO5S|n5m{}=gLWw-!kd;G!r@T zrCSV7@ExC*&Mxm@C_r(D=L!BStLD&XiSPtp2*tHzaXw&uzzM)H*GFap`;5M=FBvGbxD}h{XSmr1HaVVq$Qm_1 zQK@Go`8LCaH`}n1oGcR#a0qcpPLO{~5_TZ>7fE8k{;XvZQRET%SDxn9~xBaI3Q*)EgOthDutSG|X!> zY=+$;W*rldKI#*-!xSp|tkX>O5$!OiH(ifz29ROSGu8Bej6Zv(+;y1Pjl6sxcC1S= zlfiwSaRnd5#>9D&n+y&PG%i$4Lk}v!q{bH`05-#t4u#d!IA};f-ZobPHk2BUf6B=c zgAddsX=3?VMv#a}GJFHcoF%~_Vl_qk6G5rrd>vSC4fn4MKTZmRLy$5WYq$oWa<*yw zGsa6li9jt8FQpA$;#6>XNnhpjQk+(a*v3TYd#vpdY}5E^FG-p=rY|R{h;{ISt>N~A z7#*yJ;gHe69Sl^$HJ@4i+yvD}%vvTOoiAdrozfyqwtHS@yT;di7X_M-+;nbDNTg+q zmVA^M66t~ft5N_=E{_`hh%xKx2()4_tD4y|2D5Ssgh?Y_iqk0uTd2`vB9vlnkB~;; zlbGSS`<`YJxD5`BF|GlmRrl{-D?D=1!yw>?IusxfRL^g-74SUQWj@Gfqa%U`~Y zi7-h|$yh?cHm=NcHIB*{JO_)=G!RiKj+dh)G~7L#&6G1bP2joU{R*Qb?=(|$X)wLc zKSop7B!X@Z%|~-ex)uwWD*HUfr42 zc06Z)3UAyr%NgSO&zf#++>y_7ssS&>+pLd;23%Q{ z)@mZu&)N=zn)mKAro)G^QYVG86)AHvxiYK-lQL_Lo-4<5#js?Qy?+{RYr330jB31t zTEvw1M1V-dlqG{Hd23vz-0E5^ThRk-ym5G(dWqQEY+9L7G2x_dRzIOt-?-`Qflco5 zCcY>`V8r<3 zDMnq+CozVA5`$%92)vzvO2{W>^*Wz4!{rgmp~;ZCIBy1!p&XjC#a4|>q5N)IG7=`z z`5c4HdBKpl(b;jBS`b~7vEyGxpb&!{m6}jB*pau^mB_kridE2hXBbHk!YvK@|{$fpG1Dzq^WUkY8yh_y!8U3CGR%fyj4HR z%}*j~i@}x3uC>SDN{+b8m2r~X@R~RY5^=7H^uI9rB$VuC_1{TQeS~B;0qG+!2AP!c z%N*bdBzu!dZqD2mZt^iCInQLnBsYJ>Bz0#5h!|r+N$P#ZnBc8($Am7ad8roiyNS^0 ztnDq4)Yo1{2YCl2w_y&W0qJd&vdKidrg^rZe#Q>3WF+C#kHHRVo}4t;;SvTap|mlp zUzecz2x(&i(zz&+v@w}9fwW1G(q@=ZkMn^cdBStmFewyXjIp2{0XhZ?Dv5Nb!GgS% zVG@a#;qy6zi4d=3HKRDLIPcgc*u!rw9did=ORKgxMtJizD znIRuBk(jKc5B_EV83qYcw&)W{Gu6l2tul=w`Ywr%1MODzh3!`T9>R8lcdN|pn2_Bn z1Kx?0c1HT1h9#b%B9602L#bzW7z}FUfO+z`88a5&H+A<^m;JNZGiHpfbH(iZIWuO^ z)9)>qG2^zW2KFo7ftuuD7ehZ3gRC{FXWn2Whe=ONAjNKI;u)j7L(}jt$V~^Hy*qOg z$o>clZ!E&I5&3lumIP~`e?=yPbCW%_+4Z{mx#<}=uADV>M~p*Se>d4>cu zg?Kq^{)1I>sI*1q@vyiph_{%dYP7z|3`Oqv6M&oimQ8!}`omZ3%_ug90&kplNVY|G zkw{k3u=rqI6vapS{Lp{|_M8Ib;MC5u{T3Tvtx@RzMn>~c9uP7rP^x6>vSJk{n5U#+ z7j!{3b(w8F#9A!&xpI{rcaO{Jch8mJURg44dnG-zL`dZdoiaN@K=tD%plQY@*gi!zd9Y#r;bRS|4xEJYVwgMC4dGVZ(~ckQ%y z49F!BK$;o1jvnSMI=56vVrxvnTjVY~KYQ5sBBLm8Bp25)hMBj-3#90B)_uvA0D%CO zX#g5u=H1!dy(3#lk9$lh29nAwZ27lRXynS_1C2=TcDvbmg#FMtJ4;mI##xElp_)8$i$JMJ?lXwRiD@a~*vE28wQi!6DrEp<+IUv{{P(`jh; zRD2@lMtJ|zr_p2OAx2EzbH-RXw@%~ufT>%WvC!)y5J@y@_63X@-fDN$yfSImaJ8NT z(MWp(*2BJqa%}&mh3i~INYp< zS$0%m(YFVBR<00i%Pc!s* zF_Rmaq$!$ae@{gyXDg&;VqrRh%pKWGHWNKD4@7XYF)^Q@QjqAl77B@=ZrINHyd~Q6jc16#y=g2fPn>pnl1BH=qBx-)!D7hUG(8cAFK{PFTu?ax&=A%8}J>#=iM*vGS-0uw-?!0C0 zaK9uGM{s?DL#RVL9*fHMY56Ngu{RxjihZh8Z2$bdPfRo8Gg3zNRw7L(i216l-x6v< zK>$h`fKW|HkHNWdRLV*^&YDyOF{CGo&?ChD>t?@*!(OOWMj`Bi3aKcHS&%^_YLvDk zBX%-YHa$EhMIdYxjtFwC7Jm7sG@2;OMw_e|OXArwM9LkYBsZ&waGe8Wjd5*voiZUL zHB)SGu~RGpjd{}{osSJK$-FN)7f zo?%BVSu_b7K*s0@nFH%8tY6mV@IrbktHl2iHE)s5%aNOSXsG{EfBo z>0v$2wY2bJOfW2u0G&uvdrg3*#@p#=YB# zT*5n!Pqi^5qH;|P;*!OTB@<2`K>&1-+e`~0rjMX~1bqj;8BoUb5#%D!u$PEFebip) z?)Eafg8P-d(eDu;yq?qk6tKv)?JrD1R`^hp^o28~P+PMl>?y#*K)3`rBkSsPwEzKH zvbsc(^pM>5pg#sL8Wcsb10f8L5ULhZc;nFOk!oIqx|AH}w{!;n&&Xttx}B_*WCDd* zvI4;^lpxwnVF*TBB?lR=amF?z@2SD`;&L~v5F1aU5nvNZ-G>6CE^ni|J}xS6fobVv zzHH$*X>`|g_xfo{CRD6S=;_4!m!;pgNI?IqfwzGD5Q5@JJWLDSqDnG#S2 zb~sM8j$gy3L1b4e7DjR~0ogPLRE~~5N zus@4b41s3>e#xUSGNkP4#3US6^64QjdcDiO?kfn+z8;sX{iuLl6JH7(-7hWnrIVLA z0Ml&?FBAjP7vKHxW&U+`a~xBfQ^rB9!`UfW-w=?bxbqC|TW8o=ajQBi`;QT#Zf6mZ z-fxeH>nN_ajf>-&KQ5k9AY{K?5WkD!Iw7vNi)#s2d*Do5D)_baD7z|ed&Jwl;<`^< zC+WpZ`wqIzw(pd;yTq%z#q}Os_uH?=b?jREKHTgv;A=lXzjE~JLGRf^^vkAa`{~zi z`t@4;8tbuZxb@qw7uPq?qjmPfxY;*TYu_jyze!vl5!Xk>bxK?x6W7PZ_070S8oovR z{RI7;Cpd4zul@GhaYbw2f!nqdF0`M-z2ANcS9_2Ey_0^8Q}K6+H}9suhw05T__cN3 z*x&*CJ@l+VW!{Hh`|bDB-+3zY0sJ~(e^6Y1A6EeSkoe=nxZ1Z;kv|ZBe+1Y4_Os%5 z>1d!p8x8oY-+m5PWE%JwZeW1g@$kyZ3>T|~N{W6V^8S-};}5|&dhMD%F7m|_DL7?p z`b!XH^-eo5Aq9?8`x5}K7{5AHJ5gcixO$m59<`EVh`;^#9er&B_yxde48yAZ^-yB| z43r6M!Azi3wZADow7(^9-;veW-=&%1+jMyY9bEf5TxzG4E7=LFcb!aF>yshMALhMG}bYqRsP7U!q7 z9$lM7XWmTJW?#Nz$2B{q__R=)mCqHjQ`x zV-DzOiy3P!{=R#vI#jLA8_!nKnRF#RWj{``>dm;+X2G|sGW941><%zh8IMRVb?nZT z3fVkGj#Ju{+OdwS*e;55ovNL@eX=qJ(l58VaubuX?Bc1~ygcGztLagcn1lHlC8lb# z~~@;;i2RTiB&h{M>4f{s?x%KF3?YN1_QDUI-t~`RnN~qTjnls-MkfJHGr5xXO)ls#%uE5+n z6LWh-kk-xu5gNXugwWURF}fX9E!$P|^|s@VQt$W3p0Tf%-|IaxZ@beY4fcY))2XKo zq~C+8eWc$;b2vVgV)Y?DRUE%J+*!Sl52{w76Z%`|x#c zA6D&s(NszzlG-^KKFBHdp)iWQ^X!&TY}@`>l4NrrawZQ?l6{Vo?9akT_O?~6A=$^~ zNRrLR6zPuDsoME>cDhd3yWEL$7v=!W3N+|b*o^L^(R;_?N#t*EBL8z3k&oNb8Y2J8 z(UQos!IyU)o+SG@C)t07k!;5;ts&Vz_(*ow;YqS%cQ94pIQ$u?3d||ChGe^DOD>xW zF1!2iB-#0#WEX^yY|m?3L$a9;$!Nm3=kO%i#hhg8!$_8TPisgv=Hs$gAD$%J$w_v7 z2+0yJkGMK_ha8;j|G(Ch{=NJUZp7_w=Nw}E2@`zTYm`M?4SOyHLP~P z$7-)VJV}<}BpV4M*^@tR4awd=Q*znSmD zqjq?bY>JcY@i3B|dQxjh_HiGVy&fccY!3Q@{?P_z$VTL$x~TdPr`;cf(eAp=*3j;C zKH9zE@MO0?<0SiwFp|}lwT5Ju_(=Bf;YqS@aFYFV7|G6C+ZvK>@{#O~hbPH?&Pn#4 zAtY-#J};;HeO}1O`^fJMX;YlEOQ)N( zzn$ZACz=n^p7T3H+O3?l+d@cdKl?Xvb>}dCJy++~lN}Md0XVeS?akio)Y%4ys}WAY zu@DL-7oj)FHrTh|zU^yA+qV)V?C4i(b1JzCj;Rr@cjQE9{~8ycAG7AjdBTPa;t_;@ zCQc&ThY$S@!~0OJ-=X;!I5Wa&bb-7bFK;Kx+ezZ)I82_3Kj3Oju6A`0n0rGuPx&($ z+y@iFB_F;zaF5%TF6|bvTNEtLoBc>a@Z=&`2mD!XA}Bg42tgd%CI@y}E=r6RPbEZ# zoZ9Ljb1Gum;7wVPsJPBHoF*Sihz5C$)j^}khL4PVCX!5?Q1N!vq)1_P* zCrQabnhoW0ZnQw|sjMshA|WE=p;QNva}*6kxC~K)LJnO&T>t3&YC?3#`=<^%XKt** z(JBRZ?kf=YO}?0tKv!k+6O1(9PKXP+)zrad_SLy^g>%M>389i_N*$>4uYia9)y3ij zhy3e=kjcTL4&-Ce?QWbr2R`?@WMY|ICF%g5vptRc8ojKKPfiGyJPjHG+sDA3mk=y% z)Yk!fYTvTH6&4+#W{L4PFr3R45G3XwZ9NImpgr(PgUI4#5o)8z> zrwPSHCK9d9m2lm2Wo0DOy9Hp|7vBC7s)BYe0=(vv9E1?k6!Q-{*wX3Eb{2am_9@Wx z?Gd`TXE-;qNSKEYyvW|$sU8v0ML1Q5RNQeRRS5)~^#<+0gc3tG?93h6bVdxE8%jCI zlAY-xk$0ck%Q*E<5_Sx2ZPdYK?f~U9({!3ICWK4-19jle_q1Ks;=fM_nXK!fkh{V- z?dW`Qn4$54gNER-9X$w(YypqGis}(O_AjX3%||g?Fam>4uggPW$j-{?*#6RwZMIF= z#vc)6z7OpaIU*JgRL93@j)kbIK*i1t^BL`!>yv4lWDc)`LT8|~6sp(;WQm$A=Qv8I zCq#)X&2>-;v`f5PgS+wtAu(6W+gf>hg}hxNZjL?Vdi(*VBQtCrxF_TI#|lDPtP3n0 zr)bG&LdKze8WL~#nn2=>^7e?lP08Ei;^rXn7W@Gu$Y5CqiPIXH$}iRM_?`?be$$r( zIx_J?U<5BEOaLBalAM3QDpS0mwsU-`Q_88X#c2c4#%+s?@T zC5>2QkrJVyHW`O(Vc{XmjEEVu$v7h7;%u^2h;T2Pj0GYl$)2(__km28WpF0EWe zV1!L8N#XBr)3VMMYcpDD3CC=k7C*w(*rxS|Efx{91h9o3PfEBgG-*g|auQ_ymzc);K6?jB(T;lA++!7}V_9By!tWn~>wR3`3e& zvU%2Jan7wXcwuSQmIeFUMeEwqMNZ0{VTqQ=x|3FD!M5clu|YB(pk?&UgE9NYz6T%5 z&bVJx5!xA{{2sR}x-Q?B9;fuR$N`Kjj6NH`N~&mf!u#9S35yqHB|@p<2=WJ|6#eUy z|2@gc|E{=IlxbZfw8p36R`Hs-ZWWRVVyJQoi&qOQTFx%lU4?|6BcK0depKE|bViZ0 zJ(Ai@hfG&;IAhuyG}aL96fME&WRP(Xc=%C3^5g>jjlw~;>c0o(Z4sumfkjA1icw9- z)8H;wkWWi)?FihFYb)<(IDvc0MIAp1DG&9Oi@G5M{x)v^DaRmc52ZWVgR#Tffae8>qsMimN++u}Bauz6rPu{3odRO?hkm2l)=sY0lyRrre%vN~%WX z)X-$$;m&NB?{o++%rYNCE+c7{`5gUf-1KLEmdgJrUAB<+yA_wJP3FL@$H{bOXVW_| z=Uyvm=Q|k2-z@*3yRv-RkKvzFHNtSzEQWv6G={=rdaSjfQYqzzsJ{gAhTEBu%<^_c^5xw)h0deB@Z()nYK;kx4Y z+D8Ag7L^4KsS@EJlGMtqj{*lnG(I1fmWr>x6}O7EcgOrqIhi<(6Mx=~ZIT zqcxn(=a~v{f4hiRJ7Ez_o35c#z%_>FtCLgnuDDgGfiWpNq}5u$`Qp&oEDiy7U5M-X zHovEBeev=|@|59JI^`mR!uCcuD0BKiej@y_@H}!>1@z^p=}+NT6DWa3O3qIYBD{ZPq|2mts2o^ZWor#4*T=C z)K(q#xwuv69TsD@QWKt(k};}KSlk@9A*|rh?bodiw zvMC8)m>FF7hO##lmxihvcEzni?}ixjikh0FREtrC!r~WkWveqaiSV)Mo0`Hx(caM_ zzM|&Tn~vTZx9=7EyjfH+jnmOdUc6Wa{?ry76TxSrPq&MJwUZYOIk9Rff}N7EjY0XT ze149tf;xdEN>eTk9UYji(>)SpyjgUv`j_Qvh_Q4vp2(YXCE8+18pPW zoJEL~12ltj+mlmnTihztXx}1<-?}M53fS2L`J5KXx~GjKE(>S|iOX^6qjZ^xxK*^B z#0wCpJ&eOJ3ug4?6Kx~)aaf1=p&BHAJTAQy$sdhdg--HjCUU1CYV{$dQj97T7Ts|h zqOg$jOd>4mD1EVKq!TGx2i~t`#0-t(i#Sq?Nz}h>8xNiUi7Fwd9JmG-{!LuUD=z%M zqKavp;ZNI^hK`7%$#TQ#JRLMy5(Ar4_2+G)>gh16DflTLe1p0_O-|h(M^m@;bN+GL zs(Bn>jCsNomnYxSE+zE%MdKW-LCX^XJE1OmT-+*@q&h}a5vsMu4G5WkInGfm&~b}Q zG^}nLy*m)`;X*V>y&^81lu+o6TSePRJ$G9%Q_WX7p>J**q312aNt*(mLFOCc(nyhc zXWS}uGRK%W)!Zv(RE#PV7C(wBDHRrS9!i8o9StDv=$?moIyeOtIL|%SHlCZm2$6CU zpuu#H#N`;pbPva^LUnhW2z?Af91(MxDhO=#4{YY@_I20u8dW=-_9s>uEw$wJ# zO0HE{cnlmy>0)w9=i^qPiATG@oo+2b{R5=m8EJ0UwV` zHAVR6;#Q#(K8CWS^erjzVpO59*c`VZ3JW=hCBkB{z#??EYhFORehZ{muocxyfE1pG zZSDkiuq&G5!mq_Aj^o0q>ykMxJl{Ffaa?$6h3mLLIJu4s3n}AeCRd)wrzeBdABlf6 z#18ggFjUFfSwj601R&MN!68)n`FDYIB436V<5r>Ax8;l@cQ<=nEvamcSCO@3C~HZ- z{|tU283;0$jA0F##t-O>8OC83-qt2%A329yEeg?~Kr1zbQ2SCATZ9?>B(ze5RtjjP z1X{+Fb3SlOxHvd3ZWV3sv@=wvAsrF+ScZ{-Q{)zB{j;TQ{qr(k{~-Mn!@%f@E925p zO+uH&t)k(sh`r1>TXXA`VMU0hm^D~?jRP$UqGm^f(Z6uxVk<|2ed2Mp~{a)NE6i2^Cc0sEb7Uz&A zkrvDh;a{{yDRGfiMxtHegvQAKY}?3xu9&0Kf}J7kiz%RiP&9>x!PFm)OHswtAB3I1)G*-SOqPv{c>k zrMOk--O-E^=`=(s{Zi7!s6t^;M|X=o_h3^xTN=(GS0v+snXhV>UPhbJE<~fpe;c>E zRFD6csA5`XmC$TY=lHWdrEp+EE<-7waJ0p6F5kJHQTpW$rG=;W%UhmMHI5v_i;~*(q)X%b9KDBz+S)0a+#WKVeMLFx) z@u_L8Nc3c``Ofq>H`SX$B3Xd~#WoWP1}mQ{NStWNcUIggl-M{!RMApfK?u_{!}CL; zj~pYxi?P}1SE20m+{1GWp5G-&5rV#%$*kx{^1osuId4PQz>Gjr=lQ;M*1+EM#02qt zz%~yxt?fMDmnu6bgqk^S6(ml?^Ebt<;!x-Lr~K^n3^7Hl#CXq!veWak<{CWzc0tX? z<@|^INPaXnlAno#q~Q5;l$>9_&f1PtwsibZFxOM#+Qao{D@ngRHQ^x<%J)wQGAH8u z$KzIUsPp|d{490V#<+aHlfDepZx-HR^8MEZH5=#qANY~HAvTi3agY>zf4<`T70_>x zFMP6Cbr#UBe>cyfM@?)G_jfApUje&ZAq7;NMYM~GsqTDDP(0BP_-foL4)q~$#xCkA zN8NcTHh29tl)E)l$4?R@O~m6T#H~W-@fgMgWsi_+bEb7=J;+kl~ybX6b+&Ldn z%ye`~{VckT?&L*#8{QhXzm!4Zrnpt;#E#Kls>`LDT8t_b79DYSAPEbIB60HW^m!XL zbBgbqTf|<}#Ckr5Q*rr0vDBMH6)|jFvCV{Mi*vw4ItL3ej};_%4GYTpqju2}K8Gr) z1k$DpEFwd*KAN1=&&DNn^AgZ;!|1q9n6_Xf=gt^k6LbwrB5~A3Y^waG(+R?=_})%; zHji~i4~t{X2s;xK$|e|0UVu zt==oVXh0^Wu*TARXw%Tyoa#ajf2&X(AEJ=jOtJ9%y-!qlij*@4rB`6c!(jW|-J>(Rr6; z(|NK9iQ{}TxseeZc~q!aA=!?$w2evG(6EZj=I$6nMP=0uaD4_*54GN zi7j0RO>$j#(IgiWfu_M)kH_s)HRd0UTZLk+cFE%q7lKc>t%D+62tE~;P>R-nB&rCN zudR%YX^9KLw;W0fW&h-BT>ZIO7XpjE3^d*S?2l&|3xID(A~n37`fq+D7sW<$X&fYV z6FXc8#PKw{$s-EKb9$NsH?dO_TVZcBHB6t0y%!P%XVwrZPu^-7##zykb;vgx8 zzy-?04v&Hj)k;w$*bym0$*kj^yy@56sFCd%1TR-c_r6rxMMkED^dV!+rl$(BCmIJQ z#jWB{9|t%2S!{57+^HZ>Uj|MEeK(ln;CeyL#&=ss{74pKBY9^WB*i#*nHmT1G7#Qm zWO^X;CetygVeR4lGZgPHm%e0VXAlS&{5~Man~2}H$F1T}=l93`tn|{garynX^kpEw z?|6^N?~e*m4cUj{Oja!*tm&zA)?8|VCQ`;ojc zHjo5hGXQ)uz$!=V)1ueI!r=T4LFh!BKR0d_I_Jl*s4AnZ zv?;}?LSa$Ieizp$8|HFzy~DGu-(QP%xfzJtU&?^DJ#G~`v19a?>T>C&5u*x)#T(*o z+d3{ccfubf)Q%Zy!->5!ccypp$Q9194)S!MtFrkCrenULMZ87rtLJa?y12}s_-VhW zB9xG=GziO$l9wUJ;W)`==_t?!^}iICbc(~jC`lLQo!3eZ?+SBa znmwN0r)86Q$)T*+*?8k^u5y>ujp^TSLQTSr>EC6$g^o0H33s@ncj4J@W{>9z8n&~B zeX8iY+Kla-B|+)}Yx$Y?m9;>Y=8ZNs^lSuog{$`JK9MF zrpb$3fT%-QpD4;cTgrhBrpKG%98eF0a-* zeV$aaGrOdFkte3$(T1&a!blt;>tKX*J1$0s7<&cKO6WVaCTIyx@|qy>+3P$?dBln#JY*TBgCRQ?p1NAuI8Ux;#Sf2jj%j8Fa72Sz zN=fx3MimN+I?7@5BG}EEw^Mi2{;1%AFfC`!7#2g?B>cw?*9bMo9!jR>l>T3PZvrP* zRppOo>F%uE*%JucBZU$|sNJ|MpT4tPa z1#v?W(9v-lX25k++!dX1ba0nZ0R?qL`F+p1@6~;;UR77sef66B|G!^8`MlRv_1?MX ze$Tn*o_p@O_ue?wO4g8W4zXlsYtJa@vP*LX*Ns42e?N_^s4!K#q`Y2LeNa`;q^f>M zl|`*gv z@1z3eD+0rOPADgetqS_-s)$MTJx!HFIp~d8PEY?P8j%7C$wiI+P1$r+$?m)~FtLxD z-Fb4ZNeJ!3MAOa1pF106jrS5-BKv9K# z??zFdcQX07GLt`0VX}O37ipcG**u8NqOhAkFRE}SHB;?^QGLg*Icr5yv&99knee*& zA7Pw*DgJ}1B#w2(f8ME6?S`u2A5U*qRQyLj=2iUPGn(~h_e|9t@$M6qnZ!W4aVA;u z7fGX!JkA4yBU(C>cdI+qDHwHk>>1Jp4Ic@kY_F0(t*W8YVfl?JiDO;KyPW#-gtGqp zw5tBdEzzWPUyVW=N!>Zm$>cATnf$#9ldR;YOC?A0=B@~K*vEpjTqKs)b5-~7rCJ7~ z_Ai$X&bn|C+|cqk!Oi%)`Gy&IU*>*=Dv9!zpfJ*s!N^{2j|wCt7c~ZJjeA=nZJ=5z z&xobN&5w(WpUN|&DlcjLOjQ!)U@OQ=id-asD3Fj`+^jl_Xr=O8-HKjvd)uT*XWTGG zJ0Q_;aPVvcoBK|>e5|V9t~~5--IXxQPJDc*Nm@iTsg<9~HF(zQjUoEh3r z2Z$xsVREt6u>6gGEPt&^LRynw2yrw!(A#cpyH^481^vR=_uGefT7MC-b+OrBHOS|p zXrHn5c2yFAL%y&_$MIEk=nI3cCGvX8J*%-HFyt47a(3a2eOMIk2~l;aq9?8KYE=?} z3t;|c3YGA}5Uhyu8k1k0eR81G9|k(1!}s*(sC`~_R|q|O^WQ|&7# z|J8w^zYx3kh_c7k{Sj5{B>Y3FB+B7ea6qLGD|&DR5|WEA1k>xx+M3GdM=CVE`vVjH z?2t}nR%>(bQHs#^PJRvt4U!)58NHpnQto}@3l9_Kw zhDI26$sQl!x2nKN?4M#1RYz=92f3<4j8nSp$d$bgln<#)r0hyM#~kwpg7Sa0kc^;N zOF;QlO38-@><%#F(<7dxN3 zisMRW2ja9+Dxc?(seF$zoTDlR+49a-B_WlehHs#3^{V8b!~#Qp-29W*sRAXjzMM%^ zwQ|+tQjMFrrsSX8Vj<1>Cx5PVbjA$~FKI9(JQ|+2DJL8R|I2Ks13HO5w+VzssZ!Io7 z#^ZVh+SjbiHL4_}@wk#nG_iwkisnDYVzRPN-l?oqAFQfWZ`y26!b{EnR{=%cn*Vht zlOI-Q@>42IvgR+7^OMLvxiB-VC9%jy=M6l?2{!IPI8`th<=5oY8Pld2?+b@iV#C_G*^{5!8zwW$Z_&5AiFa)%kI{(ogO>(4=HcQW}J zWhVPom}K=oRjNPbpkTclg>rdo>Pj9X)h}@EM?Q++Lu^b<_P?U%_`j;EE4`UNs**U? zwf`KaVr{x!Rr|Nln-#VH*)#1!o22%ijY1nqPTApP@&aWhdsUcZ?RTGB)|=PG8I}1# zEXN%fr0x6>YjO>lsEWZffRHr*w7r;M1{;#hA3S31?} z&Kp$Qz}x7}ifv%+7rkv@n9;1i2e{SAG&0@B#w0*|2WIWa`K8_A4`)Q(=;o{v_$zZ^Smi znd}I;_RF!57pdOv!-%ME!D#)`lGcYeVqT1S2xC!i#ccE6sw%8>=$}$0ajfh78mBs) zcZ;gd@1i#=>iqntygJ{BLK|`DU*%+SuQHRDsW8bpf2P#=O^9RWGO5zsn4KNNmOmPa z9dh~gRMTKuzzW#{HsLIvOv>IUmG%x6bH=oLDs$xN1h5em~>a;EHZ z9%w6&kX+Q5qG^17Vf?J~VM~{rpD{Ro)_Go4UeX9&p-Q40Yz28qk&6sw1rm~r_o=3u z5*ILB*Gz2I`HXGoTz6$MS@(R&hnu8HRGV6v=O0uRz0{ufGl>bA;S()zK1JR80bP=y z(HrWzPd6K67!klfkz9h((%i;-V_{lfbplGbk;o8Jm-Yx-L!vd(bJzQ&!&YE<+ z@On#PJP&*KQQN|(ZGwBxAMM@YUNvf4DB=jd9*_U#%c)CPId0c3W(4<*_@tG$iSwG( zldZF{82~wPY1>+_>RhQRcd0tVsw4tb9U+GkgyuwI*!sJWjN~B;Y2ciBsSjD&(foey zL`xtJ9>z1W52#`(#c{tXiMqwn>@>u02ZsK*X^7uY1xjN5IFp!=K}u7SvHoZw%~o*Z zm~90c-3F_h-mDnDlWB<3GX6n;RCh8~%OOX|dYdwnJt|DH`F5Q2g*3!&?9X5(`Z;V} zVe3AsT{A*2#NE6RVpBAKol~hk zsH{}~Tve&$CRkGQ*Pzfw0@s_JOnyq4$uFod$(nz%3|u1(aX)q>p>YY+FjmMXGHI6+ zLzN3g@m+ghuuS<&LlJ+P$Sry0%q zCn>LWGI_c(lU*uImRo$}ANJ5D;U;N*#G1EpDL&OM7{zxao_Aqua*GQL{ltnUulIh4 zf%c{OgQ_Hsb9FtE%Szir%cK`Ep|{srmOan)Pe`r<_dwk1~^gQem=O^RY2j zjU^XUyTCPnU0q8q-p4@u(){~WNgV5%|CCdy_P$+J^Dm<}D{B7vzq2zArRM*V(X3zd z|Kw!ywaQEyDonEGpCEl5oNC%FA_R#cL;wpZm%XQ&1*7$jw3PK>D@Fkh!o-2c%lR1t z>`UXHR3&k&Yy9#giO9-w>Uf8$#xJEeD{6f796SF|YW&MkXd~YJdMA@7DKmM73X`ny zVX5)RKip1dmRjRlJ1VAOE}-HD^;Fkj+Q3Sgn6e?9kUW*5WMSf|>X>&K3&B^bI7OAj zvEC|lr@|H9soE-Tpf@YFihI8AZ52^Qv;KY{=VbEr%1jJdsZJ>`K_tgdts*)&g1C2~-SY4dV)e+%T1rm~rfbtWnZ3=q7 zrM=CcI2b=Y>wT*7lCkUiR7sSBtspNca*^hvKtgiy9@X>;D?RJliA~R%-HnYX5)@90 zB;AwzKWUOOQH5${X#H4K`ci>@$Rs9c^5Z~TY139~w^laZQxg3yU%fTua0Cy&+wSs| zrg?Xt|5jrfiZ$MIFD{&hG6m%AN#0jEQw3-bs9YvVM+IP^D7KX5^mfFLqRC9`5N!$- z%fxv(w}@kwt@j|h&FE1)k}qx!CFp4QQYL}LD4ixij9N+X2r)6Ev`Z8*O3S@VjCw{Q zFZ$P=7gR~eX8&iQe%0m~lqV^dJKHDkWt8d9>uIfE>TzsGVZuihDS|G=TWcwv-;Tg5 z!834(v@{sJsSz_2CWeq1LJWz-LGPGx73-@n&tRoc`R%g((d1!i)8yvvw8Cw=OBg)Ox%@r8tiX^Y=2VeTNOO=GQ1lxr)s#$`@Q}U~xt_@Wy>u^R$z@YK zs&skP4-nL_f&!z9Ah1WPmzYVLA-dho(K)x-_XjRiMhiyM#TPXS9l z^V(lj6`s`m7gR~ealDX!koHlz{mnWsm_TATudQ+E!@9uqVKz>aK$+Ft@-_aY-pM4Y zwznYM^8Mv!bnj>Us=4K@41o*q%PhdzFQ4;4e}1{#_f7ic#F6cnPph<)NU+?9n%3L( z%?r^EQ9|t1))HOB>^0KyS_VVf**&TxWNY6kKx&@5EG#n48tG4@5vZ=v(vF}=@{*fx zdFNn@S5a)W#&)wRViNQlRY{bC-iYFPTu{;E6-Y=fYPg`vCbr7{vL6pj?BgbOe^gam zQsNIWi3u{VRWhR+Ipg&Q7Se24KlvfsvNoF7{dsz`;#A+VciAZ)(%ODcfK-Kj?-{SZ za5DKNWhTF)!X%HMSI7x)BzE&bQ}K*$Vux9TWU{%;KrWKPJ&`Uu|B@;i%z%2ioc&&d z&Lff!6GPZ<4Ph6HA>6@`*J=MYqu+>4^>ilRP$eNP%HvF;iSB(bmd#-y3T-4GTNE1mh zyrb~#__cvhr;(=TS;aH-SC%d#bh(l)SK+ebMf@|a#$S7kYj8zL*Wxy6T*uez`FaDc zJ0}@8;&!B9Oh>}b&dDNy?e33)4kxf(qKb_)2Lc;k=3s+=E`)yj;$n#(E-=u){-rQV zYh6ZZ6jf+OT%D>?%P8HV3YYB9ZekKIwNZLsP@s)xlJ0*Hz*k;RiAtD+SO~ zx3(pck7&KIgpO1nmyLQBHEM>9qMFsRQNL3~Pui&eQ6(Y0-CwDau)N(Hm1L;wxh?L| z2euyO4XL+b->^e^8VO_x_hug_UC|sNQq^h+aVg63>HRKY5>-2zW@bl-$?usxdIV7( z8v}%WILzgW-3+5%UB6BhGYR|E zsw4u3{oLIdI;z~Ic`LOD_NUfyIx6njL{>Lf@)2Rk|3#AN6^M$`qyWyQ&y^jSdS75t zdQ~U|K9TI`Y?$GQ874OA&TKjk8nC&B&>wl?=o)o~(R7sQzKw%go$78|)Qy?L^Sg2YN%Zt8gV!h}kyYxsd zt!;)?rkUhD`Y@ei8h1DDP_8*{G}Wz^8?B)%pKkO?OrokAZ3GZ;V5y0S!y|UY;bQu$ z2@!{rhz^HA&r-!kYPi70mxeF(!v)6rub)^AKXprjvkfA-5#AMja};yi1?2mluMZ^B zX>6J2GN!LX?V2&}r&`w1^~+U}ly>tqOrol;H-E@DeRFQ0KpV}wP`fTD)QU4gILKQR z=;`>c_K)9)DhX-vhlB{4JzSi*IhV)}!Zl6ATu|Q=7}T=>b*V@X*zZt9N-FDHRY?R6 z_KeM0L<8f<%5Y)*xxlcV8H$uj^g#WnDozsWM^s4!4)x5<$bK0}drZhL1H&46EsOMk z{WDdhB-l@?k_a5^Y3FA$Nj>6@iq0|v>f$hy6t&9pz&ss=`t<8sRY?R7GuFy_6uL7& zn6W;V%k#i|rYc5Ko0qGS2pr~iBx}U5CrmoxO&<*m><&uVaFptSe2*$#67rp@Bm#%L z`nFH`zz}bj%kgQiDG%URsG=nSPpgs$9Pk-DBe{Ph>zxkf1rwwg!p@^Bm#$c`nF2TD<JtE5jfDxw{O|1 zE#HoGPAtHry=%7M=!0Y?OBO}jnjT8zGCaz0ueAvUCWzBRw51vrU0VEv_?hWW0v+1LkFF_JL9UzJ4gFz-rWemghf(&cXk2y@aZ&tovYrizh- z`75d<0*AR}7mjLnVfay@` zJbJtch5B^q=Bttj9Omgr-GQaGnO7xj2tLze^P%3G&-jNlXC9BNzd?MVkE6z2hXF3R-jk+rLmm;jIqQB!v(qihHgWKo<4 zuX^`bh~8nxc8st{7AZetP? zIBGp&gcFmYrfD z+YN)0gKXtHnZ$&63sp}wIn%jW zJZ%%7!+GI)ei@GP#Ib>ci8yjH&sj#N@0RTyZ(3OM5hu@m6FVF5-m{IK_%r!ic(c;p z@w?X+#OAS|CfdAfLRR2a_jy0pJ6UX@f|OXC+c=B7Z+u8>Ot_-}rwF^n@5$tKEUG+2 zXQI*$9o@-H!5w*_`ZZ(Mc#rxPLzMTD4jY0MI#8Kep(9bjN;t->czlNx-cZ0n%S4po0WQk9dGKJY#mE3`+{FHxb>eR^1n_dmn$>5PK8O<|8}YW`?hRz zsXWys7?p3ADxZz_d$s%*jG`|s|EVg8mqN=|IxW0O?v8$#h7z?6{E87Vm|+8dy|Vrk ztLo3gAMz^s=_s_36WumCnY=@p$$wN~l9ha(wmWi2*R~a~3t4Y0r|a(hDyTleDEhom z3I*d3DD3uVih@1v%xR3KFJ(VfmBdS~>`_wo0SuiA(b~#B;MAjEDC^PhtLo7=|Ke5l zIAdGCMbA5#d|sK!Dc`Bq?To`DEBhkh-)}d~g03O-dO;$8VZpsEE!8O)g=xpwf$7uaECWp7|k)4)hKpO0c(($B}rex-)V29M!ulP4Rnl zj(1$OG!!Ea!ud?t1P9>^a}bUZ2Oj(Lc2yi@#NZ!QNtBC1A%Y}>P$F)jKtghHp{mzl z1)+{iY!GT;FE+Z;F3$44gAuJeQ^=Wa9s7Qhbc`xiEA;eTRV|Q;^erYaA)zPHRF|Hw zBTlbtBbkDRv`1{wrbV=v7so#Zg=6uAP?T8+gN3kQ0h{1jEO;90bN(@YR+WToCchJ6 zYW5UW*Jeu+2t~y+g=k)jL}9wL;lV^~(2@#SRodQ7E3np|>l(3~aHa5u{aRFywimmw zb)n88LTrk83o~yxoEp4Y;$nLX-ok}!7+U2uwa0-!pYi@hswB##r(h?gsTJ*1frRAZ z>#AyKncC5bHMJ)oJs?kqYWC)F2p%@$;O+j!tdmOzdz++#RKHplcb}>)U!g6^ghjxtJO=x4xGc2X%=&tttRaU2J$BI{3 zI`D0N$(rBLe{08hl@1o)J^yqumvIHr;h8<+sSs^MHkHo|CxC0&@_$zqqEzTFFo_AY zmv zmeaF2-K@AV(ur3!$0PQN;Z!@>MeOcKi$%j_jCe*b$AcT6{_kQYF(Eo`S*r!zI8lr{ zK@1CVmRZisYc5rPC1c#63ecI4*SaZ72th^s(sSMj6}BH4@x0!uj@ zwFX4Oqy<$LTAjt5_=@#yP$ePTV;7TX>U{kHoF#k)C6+BWeh&+O`IvR+-4$EG28czcBuK=7&|~CEczMtCFZ2Yz1e*>byGa*|QCU!)kVa@Hq zw)H6za}381rPA)cr}gTf{J?pkoK-NQprT-pU7do`efoVbs!BvQvKLfINV_V88l+uS zXzJBkaHU0_8!bKH=6mU%{59X6`&vECcU{Axu5-vd&MMM14VP(YsBEpBOkyHht7Vwy zxkeR80Cd~t%UMp1NH)%ISl;E`fA%NYH*Ie7NS0U%$}qbI6aXV!ZNczsm=jeOTj4R zJb8dtRc*XmRS%@$xr<3mgy9ix!pf4}iD+pY#wq%2EgCT~r-f`G{cr-uB*Tj!@5nWL z{JbU0=6mR28BmCX!Ib4lgqbPIBC?rcm(4pD@R)xw{HrPnX%s%AN`Yn>rr#_-(GuRB>Jxp3_sX+5>+^odBc%Jn%wTB%B+9Bc*iBQ2Pi zf>IzMx%jN=+zWAmwDj91YBp1Js3-L35hRTvaqIvNH`TTMk!T?q$!Qb>cJ-e|lXQ#f zS8FnHKvfxJM)LitI7+2{k1B}(MPUuP zW;q;lm)-apqhBo)P$f+JT}x!_a6LO2b49$ySSc~WvC!?pNub235yTaYE&DBVMamWu zkb5t|1ZmkpNP_=Hx`fIRA&=cFzRWppC`EHcx)xGs%^}Q9f*Fq@eMMCZq#}Jul|b2vI=c{PeOn%84(x27hPqUUiGR1P+rDhRV z%^1>G(w6~|#EAvwC1hxPNsG-(`s3A?Nz9S2pwnMPbJ;FujHzV~o^4GWH?=pdGA-R| z4o1oj{p@nea=%YmuKl@Jma7{^uHLqf!yLFep2i(+xJZkHY}_kUNyx^1I+JMTBu^Eo zwhhAlT<$&sun&co5)Dpk_18qBm)Uc4vWXsS7@&H^+8Uzzc$?s*4VUPV>LscqUJ9w^ zBZ*|0RBv-iwWH0SRNwS=P4VUSW>jSDJUJALAJ5knJf8vzu3qIvKtx zf7~!Y^~$vs>mm9x-q!lVhD-EF^#`gX%B9-KaKhq32C0NIra(e+(ewfN@@fOTY1kDh z9VyeU6Rvag@IRR0&uW~1tv!t|d-&r}fIYmckV;5Dk24dPFg+ZvbaMPZfpOf3Q0r|E zb3!Zv&L5hcJk=<_m`+$%1>9;$lm{enaQp zVcXIWhVg;}8mtKp!h!=&*VChlqjdlGs*(s$6iu0hyUG#~2Zhd?V_S_zXW@3yn-yo_ zmc7fKp_i8AFr!)jEZh+%lY5n!yiA43@n+$u9?h7A^Xm6_vv37Q&zEJ%sgej#orPsN zg{Dr(uF&ksFlJBa@2!VpdXl4vZb$i_EWK#HebGW#&Om&yg}3-X&H?z~0HWzN_z$aM zDy__iRY?RcmYG#1N1q5x0^?7Pen%B43HCQtNtA=#h=1YnJH?cm0tv}QL^bYgO^y~P zc5-xDFP}-_Zpm}67tX8SmP~c2H4)m5vV2ag&twwE#zg3tV#J4bG~}kzC3zS#u;i7ub%L((K!AdyCcI%?BNxdn2Cg!P)q8Z-Vx~*+SQiWtbkxiD(e!icDP_1QG%4UAh5*v@7 z+7|n2);r|Xr)=27QZuGLz0LKwP)vXkw!x^H)chV*iAtroSCvG7N+DY4DjCekWrj_e z_Z-Wl;~0Qs(vc)`plLn5i4Sha<@=WWo8N3#J3<`9mrQ+j@I{-#miY1nKEA7pxfI*C zR7nIbHiuzlvC)9hUTx+)+vA16B;+)#EFoG=Y_s4I#-CM@l)`wvB8fMD@vD>gpV5v~ z0<1WnBX0A=Z2{jbb^@15wSnR(Hw5J1<80#bvS?34xjvo!<5fwNgWZVFQjf-SOdj3PV7K&hJE0?+u|N*k|t4YY7G_ltBPK>*^8LO1P&D!Y(_UVkS2$- zGJr!t0a#oZir8f%7LQX|umMbkNSWy$)vPKB*&0$pFijseF0jvx*pe`_$;gN{WV%!A z-op4-b26vx!?a4iY;NzJ{E9Vr95~INm-*x}J1OhvsrK-Zcxr~1>1kBO<3sjQE^&cJ zc*qQAsgB+d>fOwRuYurQswC=G422|2;b(T(%~9Kf08Xf>6 zCCgV0@1Og}`zNX-q?Z3!h^%?$Pbm3Zobnmol}IJ>W(7gazA-2@pGOCKhLc=yHQ;BU zbf3Opn<|NN;1wJ>nXDq3n*s^RMUCE1*~l&K(ZjVIkXHnz1xqk(7p}_(*`z8+Y4p}J ziK<4gnTft)68ciwY;J!c=RT?AvcS-s8N&YKxp1CJ^bBWT?H|C4RY^!S?olNn8RCMb}QSnN^l6s+Oh?GrV;tD4s~HJORIR-@cw={84Kdpdpjy`{ZeUrTg& z(&QbiJ)+~PkkLjzSI=l`NtAQ@5hu5LK-@N>B9$j@NY1qezHen@8u3Rh10l`hTLie< z5q`2ZL=0|u3){zW7K=V%Nye{x?SZcL9O-xbBl%5L64Ew&O$eiT-d?Ra(!Vg`)dsm$ z=18a9B-}%8?w?!jtGPQ?D9Q#;T-7&AD)Y~tVoz88Ait`GN-8r^>~&m8A@M$&l##Df>-pJ-I-K0!Qok#LT6dxbu09+Q$aEt z{3*0t`6U&a_!&o`$7k28&_|s7-VhkSK`8W+P|Oxt4b4q4X1+AnP$dz(<}TSyr()4M zAbSD1IEu-o#t*Ta>sI4`cB;jvHu_UzxztUnG4V5w8jsJeSB<~qg4pf8=iUzJ3;PB#LJX987>M-)g%F78(KpR5t~9TPRe7DL+ky@gaN zk{hA(sq(aiU(7w}FzxltiN;d3Y7Hn`P?pcw>trTTHQv_L{Ss;oC|@2FbhQVRA^%8f zsw8AnI7tX&;s%u48S!czOO*lTK7PrXH@)O6U){^@p2x&lK>xc5bU1!QJlUPg_(`{d z`$mjU<=Bm3=*6z>`8T&aqn9Mcc0k_cP~D=G^?8^~n}S?nwu9noTuygpFAwb(lY6U>=a1QWJc z3P(r6C6+wGdYdZJQds|>N+NJ!g>Xni-U<3;>4uEt+`jB9Yk?s(VYHfmhQ z*X#Lu1FkzK88_l~q+m?PgyYW1!d3rMx9zI$SH(t7(F<&RnTmD(xe)s8i;G2mxWIVl z&WSZx(+=oKL}1-pi`Us_qhUmUFNEC~eap<0Bl0bgW@X zrLfQm{?;;$(zwHeiFjO3pR+8VE9hn0_1kc%?|4U%Trl6b9vxio-0W zo9S{sE}|)y*1B$??|In$UV+|29p$!&qc$zCT$Om0%NT#$$>K%IEMDF?i_Fk$%|71_ ztH)f7QAM2lht$TYP9-kR4n^`vOpO+3`I&VyCSi=~KUij} z7T)6SZ*TuD_qRvI?M>n~CT@50t+J`2idF7!yT51SKM!R&M*+3Vs@30iFhzy_R(Vvg zVz&+q0xybI)j5GOsOt2b>2Z1@S?mH(+s!#($%WmVyGd2q&G{%)z0^C^ z)>Gpidh;QA>0!Ej1Q*e*?6{F;6{cbAV!VZZVMDZEKvuV-6L&IspE8pVsW8c|PKPGd zes{#3%S)AUIy<$|s?&lL+ofiwP^d?FFJc&_w^O@hi-c6(Jwg)OCoGxuG^zEf>K?rnI(G8j9QeV|_%G zMEeiyhI6wJSMz2k#kA5HmQcC}_1Gbemt$BK{SrM#dqdD}m=Ud9^B)RKJ}Yeb#E7FX zFW0av`jFs=cE^m6u)NLU0acu3v$$WCMBt)YWP3E0fFPK1v3xr)u`I@J$=t)b+lyBO z-%!O*ir{fo66GS0{%&piVcEw^N)1lfM+Fj+i=AANX2xf$dI4dN7ciVi$FavsZ9kyx zR^bP;AMkho34^2L2i!|HSm0#xJ<3cztimMw0rMSxzySfR ztH+`W1>+0MlfHl@Q*W!A#BloZ2mUIQb>jR1t*Spz3Ey)p1!%rUaH`$ocr9F2ywCQJ z_eNC`(!Q)?5>@Ss>Un8r*5eaYlF{n|lhI0BM&o(~RmF9=D%P@7dW|ZHy2YhDFhAbw z7*vwZO@T>gX$9w?sw}Qo1yai58YZC-`%rBWr}yUdECoKc;MDeH1}9raJ5>_p z0#T5uR14uwDv*#|)EGWBZp^EWo|I##ryp^Qoz8z!b?mf<-mExwl4niGvD0ZNw2`sX zIwzACDKmMw3X?o`n(SWaO8jFJf+}M_A0yeV&WgsBE1FfQXqDP{r|x^4Oq$9}UZ=t& zOJkWPCu+2?7R}@bDUc)%_pUIq72;~7CD$8^)$EPbFhLV0J}9auj;FBr@HjB10zH+9 zG{>yX$*LsEEmI?qc*0AaJls|wA-Onn{P0ra_R(5tU`=?yk-{!y1K3cyJ3}*Q&K+oP zvy`~`qw&Rdv|}x8J%-Y0``JqKcSlskD0|AARY?RcgAPjuU1w`sd$w$LVgEp2*mv02 zcZKy_ymSJXoC>*L6)=hU`&3DkW3JG2q<7NczxB;x5(*(V;sV|G$rGCov1B_^Y;(xm z(+(tH@b?cUOzr$k=8#LZeqN?pKWpcdh&!A z(hPiUSd1Uhn}w;k{FwgwZ(OWI!?gu#{++&O)LT(xBfjGzCyPHNGCVoZD2q?in~kx^ zzRFS=aj~2hZBHhzN6QtLs^yHn*G8>Q#Vsxk+42lq*(70{lPEZ_6jJK+6h>FtgxYL) zboxcrX0e+REm+1ch-T5e@Jb-cztyQ(pMG3bv%W}gR@5x}M47jgl>dAdPql$Z1y|k4 z;+K_K{9fZMvhue}<=?kuo6AsBO@h()cB${#c)uN>kScyIW9Uo8U#UvsrBLw|9{V1R z;N;CDEg98zZTMinMm#pmH5#4MkSn8_V7 zv9Q3sB!cP_jGE62;g}IR++w&?u*aHT&1m{k^$}GPFNLbF^r*VPsJ0{Xh*OWAR@S2z zs_M}_aJI``nNKse^(*^VoJ_u`%;c=ES8I{uFlj0K?#Lls>n|WH*~H2e-Mw^z>JyZ* zr%-U13JzNZdzAeXjHWMT|ClO?mt5I-tWq-k`M+Zn7lw9IiRXuw2+g@e= zGhZ*%xVhvwB)fm}Wtz9Ks6{`3no~AQIIn7=>RH%AoKt z7f$JdLbP6I=6O|(m1EG~tCDyrl-}#i&~YBMRsJleHif>Ss`9Jo&5F*9+<#Jf>l;vL zBSY0~PA1nXGx;hNCRyc|YTd~MvS^XxY$C~6%M|k2LVi^&6L)(xRIy<6erYI198h{Q zaS#?9Ac6`GJQlx;@%3f#SF4gJSAH4Ht9!_NVQIW8!axcnBo{wa9d#2IP|}4H8_YYA zZ7ccBdm=*#Yzm}1=5$;G#UoauumknA;jJ7Pp$gWD=-sTU4bqz4$RrdZdJ4%?Rihfp zv%w#*z~)TakI{mECC}hddb5(5+-=A6?xiO<*7IHgSlzRaA9u3&Ib{~V(Kw52BIjz` zaJUU-`S$i|7n{iEcPT4XrWuCOqpZcbAv((jK-^jupbl9fWIF8u=092H1Njd}a{8q>^P$4B1F21}8+-??|Y zYQOVgdb47`WA76w`<*UUlKRJ^-A)!CR%Y>E8fTIFo%!7FSXt2(dLF7yFg?$F?s=?i z=xTk>YDUvn-xC%BImY^)lqL4&o4A%xBEH7kiyQut98e`8%|=`Z<5=lvjs_})wO%Q_ zQ58bjg}gzPM7b0c?7!?nM5|IDA-Sm0g*2X})%#~$Bx`Q z{K7i{$R6Yo7I6JN$k&`q{!y99se2Td$V#Lwy|n#_EYfZ;syv?(S;f$jA|us1dm*_-8g-p9kz$z6)c{lB zJecC+Q|+u)j5~R@QRKB&^8-E&RDHVMpHL-HZm}A{#~J`gyD8#03M3>K*Qt&nL`bes zoRiPQ`mp0}A9k|LC2&meHDk*S6LGAatwx@1Q;dT6G(@)+V_4h{(`~LXLbrv+m2{h9 zTt&Be#?^FNY+NHgT`O+a(QS%xy|~>#x5>thbem?}BtE^KZYLNw(`}}43*B0cTj@5< zI6}9n#;CZxfo>hfZFHMs6zMkIpfiwhqqEv}wi&cNH{PRNCQ&SH42IjA=r)(L3h^67 zKz2?q6gvn5Q;&&_hY14lRX>hX=Y5g+tGRe8kNL>HL^_r%#4V_(T9*T|E3gTrVbY~Q zmtkCVt}Oj{(Z}#rFI_IiMd$kR_m9x`xaiC$eRUeej9yNc<#bs=mz8ws#6{WEL;}W>u1{1``i&%Xl&dU1QQhSy0zrNvG~_3O zMSdb!=o5+iDB~kP5m53IAtpZ&bn+8nC_fRH@)MydKM}m8PlaOpKr#~r%B&~m*d1fV zc|w8oxa-@Q@k}ZLBZs|rNf5=!F}}^pWit6bb0ihbB*%)!nc2Za`f#Us*6fURmVRpM z70=u?W}UD|QO-TZ*=8b|#O6+$qnROnOnyFJPiBVkxix{!9P{{NR$PxIu{9-c61c}0 zoRGhnk6T0ifSG zsZg8|8;qm}bW_iB-KJR|9gi4yFPJn5)wf>38wuL69~)5Op<=uJ2`bx9-xP{dW7#Yb zGcGPpo>W{~j!!mQLdZCPC*0^5m*J~D#zDFkXD||bb9=KuqXQu)%<$#)eSjoo5^(l6 zn{xyBY`m6Vb--lw;hRz8b+{tsH_A6maLfUO4hUKyV*N04EKo6MyIZON8CbkX1{OCm zu(*+d#f=OsZe(C_BLj;Y8CcxNz~V**7B@1mxRHUyO;{q!<``sP@g*5p+^GHGMg|r) zGO)OjfyIpsEN*0AaU%nZ8yQ&K$iU)81{OCmu(*+d#f=OsZq$5nqZWr78CcvXwHY@u zu$PY&3dJb~Nf3b`AO+b@OJ(8(7$kgW>x=QH#R3}Zk@mre*{5GoC@F*hZIm$^WynSu zu~7!>2;()%aE&rrqYTz4V>QZ9jWSZ$LKs|)GESom(w0MxzYTC?hn=0F5#} zqYTd|qch6jj50Q(49zGbGs?h>GA^SG%P6BV%AkxgCZh$r+Qli^5eG8Hy$n$4*Qq&^ zn~w#Y{NBv72`|pd<}w4BtlesCfZGsX){~5Rar%IcQ|Cw#jgN!+;Mv7?tL5MTs7O+W zk?Px@i=<670W`jSxy<2_F>X7>Ht`??1{%nVhgE9b&ZKS~i{3g`oDMk((qLpHT>6CF znm>u6V4RFk<8FKgm*VW*EOe|lCSC-AHdBw}V%Qz`3(Q%Cw`TS76WYGWfNs6yDyqET z;sR^qpR&>lG%uG)OI#QX3z1vKjDI6OA7w7^iP*7t!l$p$r>|PS*`h19Vx<7A1sSFm zeF)gt$~@UDwhSZ-y6cO4CZ1tI3rm2v@r7sjNLG17UyI~n18BUG-9FxbHQ9Pk>UNI zN35EN{<}EM_P&d=t=F)DFWPT$>E2vi&*|}QP{2ZcJ#8lPi6MPUB9<3zlxo-77pKqT zRn%BO@U(6Pv{vJ$r(5zPSuoa~NW+Z8be(F0LfbRB#6SXP0`yh>y{$i?C*$UraRP{1 z9>~e~lSodB#NjEJpmOs0xdf7{()vnmbHU8RdL$x_KVeGpi988*^HxhHJV3o_AF7M$ zpqAHYS9LSO*WmO)?Wzk4sYn{%Z7#$UG+V?!=b$6#QD)F$2aDb&Uc{4TYleL%KqK7` z3?cMuD8~w)2hxlp2<*`dxr`Z0@UI|~EkH!(Aoe0C9=|OIO-x`KluCC#I96;KfmOnd zm8bv#9MVUC#~2i`ILi{5Eu$Xvdtp{i8yaI33q!DLtf3DM{*5mFLULlPr!Pd21@gAC z;EB8>FaE{0NCDfA=HRF;7b0)l#}7+onbn^_r_z^>q|pDupPSV^2s!05S*moTI6H+c zzoG4=-`jfN6GcYwQ+qb2CnL^xXSzR5ztC!B^e`Mz9X7i}2=37ZsE4I4JMbq8Z#|%= zM2JRwWMz2qc1nv>FHzv=ynT|1=DCI zYgeyZ6JE1%ZP!?FY9R-=pldLn&z`+%)$s6eCt6-1r*|UAvnrlR^pk^-TeW6&=bF`B zn^wVQrc&mbt_|zg;a&VbR$Nf=w>B|y!b7{EeZ^@8HmHC}8Y?c^!}K|_g*xKgCLS_4 z+vEmlRu;+!E7WQg)xw>~tLIFfG|ARdP0wqQWG7a4lhMbmiNJMYS;*Pl2hToukP|o# z9*j{xbMWA6uqrB-Id~8a4krWX2M_Mva?!r79S61^JUC%&(ayIPY^%iT6{qrISWo(9 zX_IjyeJClxP4r19fpIha&C)k+ zM6htidHCp6@luN-Oxdw(twb1=2l%hb&MgE}mS33tlDTe%T`7wM$kpTdY6!=#n%xWI;2^A9~{yv(-} z#=QK?S|ldn)z!7BlkXc> zV+0wAl4}U>_0_vuCQW+u{bY+bYMZ-vcVhK5yf);6SrQe-2`B7-!V|)I zxj+f~5K(b%IP;lIk{F7+fLWvNFX=DO5hKnjRfCYv^S86zR z2EIc9AwJY>c#u{YmYilLQK!*3n=bTIy0Qq;{&=jOe^0@+JwbTz=7Q3 zRs1JT)U+NEyUGhN%tMJ}((KeW$A`$9V1I)(%Yu)fU~RK?FL5RG%~dmuKxi01!lolk zpb{7XIBLl{nMl!NkS{>g`}5{!{TdrFafNTU%XjT88x>v!qk<8iYjDUzNI5#h*wY>cDH1hl%zq)P2rsnJ;9wxRfxi5=2&E46(V???=B`(H0m$7B0nf8$=rcETs! zP7V~CTVo3S&Gyx3p+BW5HQMO2b4WRz-{V26F_RxIRpQw4x29~S?%FjPEDhkg3vgQp z9X)mhA7GsKTYEBx*mD}k8JV)JYVoaG5JtVSM(Mk&zTUPuspGWS8t-qZ`u_BbF_OD7 zk%~AdlzS}4kz_p{OGmlK;*MK+JQn4F=PR~a0Wofkm_y1?JW1o$DtZJv@S^ESOc&)4 zbHJ&S>~J_-iz#c?uuDM$&FO14Y*@Q~O;^d2I1Zi!9Eh`4^{0`U+eyws=jzp~H{cbi z|F6Dansg=XVbw}ac*QHV-OwUEnZO^^O{Q0BVm!}W?=N|Vofu$RaU%4$GD?K5(S$ig zpUMG4I@Nd>9j4v0qhn)2AW8^^$W9UtH zi&jO?qtpk%%0}qePL#(+k&3XoI4%v{NHW7`6A;62mk@0Iwxl`MVok;b=@Odyph+ZC^2RS9eli{c$i4-0{ zsi6qrqgtXpB{A<@KyZaQ<#-nc0_-yJfd z&BWoc2wL%Wn6th%IJrf@4YdGsD7jJ-V|&JfM|u-AlLSljO3gqR9ZP&{Bta7H zxDF|q`LNY+MLQ&eXf;<$@2G1*BZU)P3f~n^b# zej&U9icBY<4(MM8N3`WzyE7M@fv3w|hE@6y9J)A07<39VOj!up_R(8_s2|Z5fuIlDavz#-Bms`op@2yIpO*nPqzu(f+ z$@4mutKga5slY+YwoVQ#R-{m0d~ukB?D5v;2yb1?C3}4H7T(iM1QD&jYsC&v+7Aby z2Q$;!KBS5u!6`+yW0%!OItRC_H@PQ3JNBO5qa&^}fjOnIdS~!##M6k3Pof*3$d9y%Wl0$3C z$5vmcD6P3Ht#V*Ae9M!4#$o!aoi2Z%3k}7LUQjYf%*Mm?7n49lxg&;&XcM_^eF%ae zOV2nSj}(`dPyFls5xDC1+_IQ26m#z^9YibU#Kkjx{piTi@s1gPN7K?%;Vxhn7$vns z1N!XJ%(0zQkl}}pB$7gyhGv92h9j5-jF&Qk_ZZK$Bf*0CnP0|FukOf0Xh9Nf9$AkT zCxvJMNkTVZf)6q!QH;oBE}l{`r9`amL@$gG&Kze_#!k%A-X-$!jK3j2g)%ve$#*~w z^PG=e5~1v#yT+F9Tmz0M`y^6qjU=;!kulC`G=8}VIgpbF&ql7*R0RJpxZTaUPc#eP z!+9ELyqNdK+cSxJ%hto$ocysB*+eM7`fU$p>g8`!&>o7d$c@x-pBl>}t4omBg#$P2 z$D+kHa+K4Vv7M8PGvN&NA#O~v*@^85Fyr1Qf9;@;&L>(i({U=8LU#5tx=k`d;?rq# z!>`B@ptO)aBu8UlML7h8C^A2U!oLwIokHRNp8jHmzlZ)}h5sP^MG9|x41X0aAInp! zjByC5RnWT=DhrEKWih<(PKZejRC2lT2BOpojzqB`YAbf?3`a_##@jH0Lnv8~Z*^t8 zhQQkD*)@Pn8RN3(ko;5UGbY^!cT}!fGLEJ4A6d)#RN_<8skS7VwP=O!B^dP$$( zNsV)yWVn?y?YXW~a}BVZ1yM5;^mk94i~?SZl>Oqg3*#5=+le$re6dFAJR%T(PE>c#YL;T`jB*mK?{ve3aPYdKlcIGbMxhMn20Mq z^nU9hTC2oMbdDC6$|o&~ea<&NY`sCtntLA zNC&83ez1^@j@S=8Nh$W@54#?pkH>jz$RPr|vIWwo*B*tMpGTLo z>2eue_R{5Iy1be$=g?&vUApNKp-T^4w$o)7E=Q4E9#2vlCX&n7BXvnky5 z;{4M309O9KLN0-(R-8er=2)HR(<~9nKqLX9Dtumu3es91p_F}`tW4`)ic8!-Q0dfg z__syw-%^-dpy3zZI>G%5lk0Q*ew_PvOien9EPI)oNh#a`;)~rcV|62qc$p*bPbFq& zr4SK^wx+Re7}erW7(XKQ2D#AmWhX8Agf-h8NA?`PCQlcS+GC*N9Lzl+)hHFo9qOZu zqp?ve-s(@;f6oIh)L;Q9tplMI03`WuAf?&(8eP6lm&fVyRa}l1J1{@PZj-jv_gZWgl50lY|vHXOHEg&mTGdg`p7UN|xne^C^;#^M6>BGcKAHrM( zbOJlShy`!3Bq$uVnb%GHf(UfrOSHBmCR~65czlY<5;BSY5tMu7l_LTtkewe#C}FUV zXSn;UMPx^c^PJy`joHf{jU$yF0fZyP1>(_o2GdTogq$KUfW4!Th5gl`x%oi@B05r> zWBu93d5aK+aUSty3m+1S9g1cS2f<8q|K4`ML_GWG{a^(5j)inD0mJxvpeEKv^p zK|#~el8P>16-`H>o}8~Q6t`nfw6c13U?w)7N%hgpI3lLh3TKiPCk;r&QJL8!9_mhL zIn0>xN9H?*qz0B-*$?xP1eMm4eYt_dfHi?Re^m7adSwo+rsH)Z=p+Vc-QwTq>kj>} z9%Bji(PY<{F^R@N3+1;lnkVhc0?D!B+Eo{$ftjn~ku=sSWpg9xRTpgEze>!st?J`7 z@T)ql&G`EGO)PN$L8Fx}({b5(vN034QDZi)M~cVEf{?Fa>S&dHdM<~xHlxNIdJb__ z%wy|)=z9@Mg?NhXm~=;|vo8xhM#CS}i}NY-Zb%oB!h~`TTltR`7dXEa)A;oIT$U#$ z?NV8+3ddwKyk`{T{(caX?qkLh`hJ1c@C03s@e!HXTv@QeK`7pO2F3}=6bSkzpdI;< zKFTD_fsi?N1{QzuhP9UB0C>XatL# z-`b6iR`nK7aQ;H@$IrirEYv}&GO(_FMv#Mxk^^_b{YVQ_4V z-G_C6WHqv5MurfWg@GcnM z?nlLGIFMI-b?);Y_-Weuj(0py$8h`rpN#*Y%YWihPKaFNN`!8H-z6&q zq4Qea``9_ydZ7j(a)v7sdg08i7DvDT`QL7Swk9E3gkOo!EtkEp%p&yMf3b;Y`;ZH@{nKXPwPLbR1YMM6jJ+-VVd{?#8? z_m`T4XfuL}gnsqbhiyV{|I+4%Y7(OD3@Q;ia^T`CZH%5=^WCRw5~6kf6$#xJon;Yv z_R0hIW7$CssnI?s6$$ zLbN$WMM7VlewoeDe?ArYL`_1sR3UWRl8b&~6MFGI>wi>}5N(iAiKE;8`9EH1SMA?_ z`&(>$Q$zf;#YQDU#h#CR-R9_lxp%(3CL!9SqY|Op-+lkT2}0+c^4;ZEY`?x1M-&UF zMCgvCkAKnP=!GvXxbK;o9MRCeBB9T|^*0trEq5(k{mz<%X!Ku+(9yFN{ENlWU;g~a zr*5f9=#A9~y+3!CO{k;m+omnMyGIm>%~$&yu* z9p#BZhRf^G*z36#DG^j9+TsSXSbnGQdRE|0UQc}KKR*#N&ZJN0KJ)Wb|HwPBjTb&K QJtK_2ju in the toolbar or by pressing `Ctrl + S` (Windows) or `Cmd + S` (macOS).\n", + " - **Manual Save**: You can manually save your notebook at any time by clicking the save icon in the toolbar or by pressing `Ctrl + S` (Windows) or `Cmd + S` (macOS). (This will automatically create a Checkpoint. See \"Creating Checkpoints\" and \"Reverting to Checkpoints\" further down.)\n", "\n", - " - **Autosave Feature**: Jupyter Notebooks come with an autosave feature that saves your work automatically at regular intervals. By default, this happens every 120 seconds (2 minutes). You can adjust the autosave interval by modifying the notebook settings if needed.\n", + " - **Autosave**: Jupyter Notebooks come with an autosave feature that saves your work automatically at regular intervals. By default, this happens every 120 seconds (2 minutes). You can adjust the autosave interval by modifying the notebook settings if needed.\n", "\n", - " - **Checking Autosave**: To see when the notebook was last saved, you can check the **File Browser** in JupyterLab. The last modified time is displayed next to the notebook's name, indicating how long ago the last save occurred. This reflects the most recent autosave or manual save.\n", + " - **Check Autosave**: To see when the notebook was last saved, you can check the **File Browser** in JupyterLab. The last modified time is displayed next to the notebook's name, indicating how long ago the last save occurred. This reflects the most recent autosave or manual save.\n", "\n", - " - **Creating Checkpoints**: In JupyterLab, a single checkpoint is automatically created each time you manually save the notebook. You can manually save your notebook by clicking the save icon in the toolbar, by pressing `Ctrl + S` (Windows) or `Cmd + S` (macOS), or by selecting \"Save Notebook\" from the File menu.\n", + " - **Create Checkpoint**: In JupyterLab, a single checkpoint is automatically created each time you manually save the notebook. You can manually save your notebook by clicking the save icon in the toolbar, by pressing `Ctrl + S` (Windows) or `Cmd + S` (macOS), or by selecting \"Save Notebook\" from the File menu.\n", "\n", - " - **Reverting to Checkpoints**: If you need to revert to the last manually saved state of your notebook, you can do so by selecting \"Revert to Checkpoint\" in the File menu. This allows you to go back to the state of the notebook at the last manual save, effectively undoing changes made by any subsequent autosaves. However, JupyterLab only maintains the most recent checkpoint, so you cannot revert to multiple earlier states.\n", + " - **Reverte Notebook to Checkpoint**: If you need to revert to the last manually saved state of your notebook, you can do so by selecting \"Revert Notebook to Checkpoint\" in the File menu. This allows you to go back to the state of the notebook at the last manual save, effectively undoing changes made by any subsequent autosaves. However, JupyterLab only maintains the most recent checkpoint, so you cannot revert to multiple earlier states.\n", "\n", "- **Terminal in JupyterLab**: You can open a Terminal within JupyterLab by clicking on the terminal icon in the Launcher (the tab with the `+` icon). This can be useful for running additional commands directly from within JupyterLab.\n", "\n", - "- **Shutting Down JupyterLab**: To stop the JupyterLab server, go back to your Terminal, Command Prompt, or PowerShell window where JupyterLab was started, and press `Ctrl + C`. Confirm the shutdown if prompted.\n" + "- **Shutting Down JupyterLab**: To stop the JupyterLab server, go back to your Terminal, Command Prompt, or PowerShell window where JupyterLab was started, and press `Ctrl + C`. Confirm the shutdown if prompted." ] }, { "cell_type": "code", "execution_count": null, - "id": "d714cc30-473f-4d75-a7b1-fefbacf2d06b", + "id": "bec5a9e1-c9f7-40a1-b50d-7e439e35e577", "metadata": {}, "outputs": [], "source": [] diff --git a/_build/html/docs/howto/jupyterlab.html b/_build/html/docs/howto/jupyterlab.html index 324a8dab..04b82d4c 100644 --- a/_build/html/docs/howto/jupyterlab.html +++ b/_build/html/docs/howto/jupyterlab.html @@ -610,14 +610,11 @@

Running Code Cells in Notebooks: Inside a Jupyter Notebook, click inside a code cell and press Shift + Enter to execute the code in that cell.

  • Saving and Reverting Notebooks:

      -

    • Manual Saving: You can manually save your notebook at any time by clicking the save icon in the toolbar or by pressing Ctrl + S (Windows) or Cmd + S (macOS).

      • -

    • Autosave Feature: Jupyter Notebooks come with an autosave feature that saves your work automatically at regular intervals. By default, this happens every 120 seconds (2 minutes). You can adjust the autosave interval by modifying the notebook settings if needed.

      -
        -

      • Checking Autosave: To see when the notebook was last saved, you can check the File Browser in JupyterLab. The last modified time is displayed next to the notebook’s name, indicating how long ago the last save occurred. This reflects the most recent autosave or manual save.

        • -

      • Creating Checkpoints: In JupyterLab, a single checkpoint is automatically created each time you manually save the notebook. You can manually save your notebook by clicking the save icon in the toolbar, by pressing Ctrl + S (Windows) or Cmd + S (macOS), or by selecting “Save Notebook” from the File menu.

        • -
      -
      • -

    • Reverting to Checkpoints: If you need to revert to the last manually saved state of your notebook, you can do so by selecting “Revert to Checkpoint” in the File menu. This allows you to go back to the state of the notebook at the last manual save, effectively undoing changes made by any subsequent autosaves. However, JupyterLab only maintains the most recent checkpoint, so you cannot revert to multiple earlier states.

      • +

    • Manual Save: You can manually save your notebook at any time by clicking the save icon in the toolbar or by pressing Ctrl + S (Windows) or Cmd + S (macOS). (This will automatically create a Checkpoint. See “Creating Checkpoints” and “Reverting to Checkpoints” further down.)

      • +

    • Autosave: Jupyter Notebooks come with an autosave feature that saves your work automatically at regular intervals. By default, this happens every 120 seconds (2 minutes). You can adjust the autosave interval by modifying the notebook settings if needed.

      • +

    • Check Autosave: To see when the notebook was last saved, you can check the File Browser in JupyterLab. The last modified time is displayed next to the notebook’s name, indicating how long ago the last save occurred. This reflects the most recent autosave or manual save.

      • +

    • Create Checkpoint: In JupyterLab, a single checkpoint is automatically created each time you manually save the notebook. You can manually save your notebook by clicking the save icon in the toolbar, by pressing Ctrl + S (Windows) or Cmd + S (macOS), or by selecting “Save Notebook” from the File menu.

      • +

    • Reverte Notebook to Checkpoint: If you need to revert to the last manually saved state of your notebook, you can do so by selecting “Revert Notebook to Checkpoint” in the File menu. This allows you to go back to the state of the notebook at the last manual save, effectively undoing changes made by any subsequent autosaves. However, JupyterLab only maintains the most recent checkpoint, so you cannot revert to multiple earlier states.

  • Terminal in JupyterLab: You can open a Terminal within JupyterLab by clicking on the terminal icon in the Launcher (the tab with the + icon). This can be useful for running additional commands directly from within JupyterLab.

    • diff --git a/_build/html/searchindex.js b/_build/html/searchindex.js index 9b3a01ef..d1e221a9 100644 --- a/_build/html/searchindex.js +++ b/_build/html/searchindex.js @@ -1 +1 @@ -Search.setIndex({"alltitles": {"2024 Open Data Science": [[14, "open-data-science"]], " Download Jupyter Notebook": [[21, "download-jupyter-notebook"]], " Download PDF": [[21, "download-pdf"]], " Open Jupyter Notebook in the Cloud": [[21, "open-jupyter-notebook-in-the-cloud"]], " Exercise 4: The number guessing game": [[11, "exercise-4-the-number-guessing-game"]], " Exercise": [[27, "exercise"], [28, "exercise"]], " Exercise 1: Choosing a name": [[6, "exercise-1-choosing-a-name"]], " Exercise 1: Classifying errors": [[10, "exercise-1-classifying-errors"]], " Exercise 1: Fill in the blanks": [[9, "exercise-1-fill-in-the-blanks"]], " Exercise 1: Spot the difference": [[8, "exercise-1-spot-the-difference"]], " Exercise 1: What does this program print?": [[11, "exercise-1-what-does-this-program-print"]], " Exercise 1: What kind of data type?": [[7, "exercise-1-what-kind-of-data-type"]], " Exercise 2: Automatic type conversion": [[7, "exercise-2-automatic-type-conversion"]], " Exercise 2: Fill in the blanks": [[11, "exercise-2-fill-in-the-blanks"]], " Exercise 2: How large is a slice?": [[9, "exercise-2-how-large-is-a-slice"]], " Exercise 2: Swapping values": [[6, "exercise-2-swapping-values"]], " Exercise 2: Tracing execution": [[10, "exercise-2-tracing-execution"]], " Exercise 2: What happens when?": [[8, "exercise-2-what-happens-when"]], " Exercise 3: Choose a type": [[7, "exercise-3-choose-a-type"]], " Exercise 3: Predicting values": [[6, "exercise-3-predicting-values"]], " Exercise 3: Reversing a string": [[10, "exercise-3-reversing-a-string"]], " Exercise 3: Using the input() function": [[11, "exercise-3-using-the-input-function"]], " Exercise 3: Why not?": [[8, "exercise-3-why-not"]], " Exercise 3: Working with the end": [[9, "exercise-3-working-with-the-end"]], " Exercise 4: Can you slice integers?": [[6, "exercise-4-can-you-slice-integers"]], " Exercise 4: Fill in the blanks": [[10, "exercise-4-fill-in-the-blanks"]], " Exercise 4: Last character of a string": [[8, "exercise-4-last-character-of-a-string"]], " Exercise 4: Stepping through a list": [[9, "exercise-4-stepping-through-a-list"]], " Exercise 4: Strings to numbers": [[7, "exercise-4-strings-to-numbers"]], " Exercise 5: Adding floats and strings": [[7, "exercise-5-adding-floats-and-strings"]], " Exercise 5: Cumulative sum": [[10, "exercise-5-cumulative-sum"]], " Exercise 5: Slicing": [[6, "exercise-5-slicing"], [9, "exercise-5-slicing"]], " Exercise 6: Identifying variable name errors": [[10, "exercise-6-identifying-variable-name-errors"]], " Exercise 6: Number of students": [[7, "exercise-6-number-of-students"]], " Exercise 7: Copying (or not)": [[9, "exercise-7-copying-or-not"]], " Exercise 7: Identifying item errors": [[10, "exercise-7-identifying-item-errors"]], " Exercise 8: From strings to lists and back": [[9, "exercise-8-from-strings-to-lists-and-back"]], "Exercises 6: Sort and sorted": [[9, "exercises-6-sort-and-sorted"]], " Common Tips for Both macOS and Windows Users": [[22, "common-tips-for-both-macos-and-windows-users"]], " JupyterLab - both Mac and Windows": [[23, "jupyterlab-both-mac-and-windows"]], " For macOS Users": [[22, "for-macos-users"]], " Method 1: Mac": [[23, "method-1-mac"]], " Attribution": [[1, "attribution"], [25, "attribution"]], " Open Issue on GitHub": [[21, "open-issue-on-github"]], " Open issue on GitHub": [[20, "open-issue-on-github"]], " For Windows Users": [[22, "for-windows-users"]], " Method 1: Windows": [[23, "method-1-windows"]], " Expand workspace": [[20, "expand-workspace"]], " Download Jupyter Notebook": [[20, "download-jupyter-notebook"]], " Download PDF": [[20, "download-pdf"]], " Make Full Screen": [[21, "make-full-screen"]], " Make full screen": [[20, "make-full-screen"]], " Click to show output/code": [[20, "click-to-show-output-code"]], "A note on head() and tail()": [[28, null]], "A note on square bracket indexing []": [[29, null]], "A note on the input() function": [[11, null]], "Admonition Boxes": [[0, "admonition-boxes"]], "Aggregating statistics": [[32, "aggregating-statistics"]], "Aggregating statistics grouped by category": [[32, "aggregating-statistics-grouped-by-category"]], "Alt herunder er tests fra ting fundet andetsteds": [[0, "alt-herunder-er-tests-fra-ting-fundet-andetsteds"]], "An example cell": [[3, "an-example-cell"]], "Appending": [[17, "appending"]], "Appending Series": [[27, "appending-series"]], "Appending to lists": [[9, "appending-to-lists"]], "Are you in doubt about which course to sign up for?": [[24, "are-you-in-doubt-about-which-course-to-sign-up-for"]], "Argument": [[17, "argument"]], "Arithmetic": [[17, "arithmetic"]], "Assigning Variables": [[30, "assigning-variables"]], "Assignment": [[17, "assignment"]], "Attributes": [[18, "attributes"], [27, "attributes"]], "Before you attend a course": [[24, "before-you-attend-a-course"]], "Boolean": [[17, "boolean"]], "Booleans": [[5, "booleans"]], "Built-in Functions and Help": [[8, "built-in-functions-and-help"]], "Built-in data types": [[5, "built-in-data-types"]], "Built-in functions": [[8, "built-in-functions"]], "CSV": [[18, "csv"]], "Calling multiple Series": [[29, "calling-multiple-series"]], "Categorical data": [[32, null]], "Character strings are immutable": [[9, "character-strings-are-immutable"]], "Check your version of Python": [[23, "check-your-version-of-python"]], "Citations": [[2, "citations"]], "Click to Show Output/Code": [[21, "click-to-show-output-code"]], "Code blocks and outputs": [[4, "code-blocks-and-outputs"]], "Combining loc and iloc": [[31, "combining-loc-and-iloc"]], "Comment": [[17, "comment"]], "Comments and documentation": [[8, "comments-and-documentation"]], "Common Classes for Admonitions in Jupyter Book": [[0, "common-classes-for-admonitions-in-jupyter-book"]], "Comparisons": [[5, "comparisons"]], "Compound statements": [[11, "compound-statements"]], "Concatenation": [[5, "concatenation"], [17, "concatenation"]], "Conditionals": [[11, "conditionals"], [17, "conditionals"]], "Conditionals are often used inside loops": [[11, "conditionals-are-often-used-inside-loops"]], "Conditions are tested once, in order": [[11, "conditions-are-tested-once-in-order"]], "Content": [[12, "content"], [13, "content"], [33, "content"]], "Content with notebooks": [[4, "content-with-notebooks"]], "Count number of records by category": [[32, "count-number-of-records-by-category"]], "Create a notebook with MyST Markdown": [[3, "create-a-notebook-with-myst-markdown"]], "Creating a DataFrame from a CSV file": [[28, "creating-a-dataframe-from-a-csv-file"], [29, "creating-a-dataframe-from-a-csv-file"], [31, "creating-a-dataframe-from-a-csv-file"], [32, "creating-a-dataframe-from-a-csv-file"]], "Creating a new column based on existing data": [[27, "creating-a-new-column-based-on-existing-data"]], "Creating our first DataFrame": [[27, "creating-our-first-dataframe"]], "Creating our own Series": [[27, "creating-our-own-series"]], "Curly brackets": [[15, "curly-brackets"]], "Current working directory": [[28, "current-working-directory"]], "Data Type": [[17, "data-type"]], "Data Types": [[5, "data-types"]], "Data Types and Type Conversion": [[7, "data-types-and-type-conversion"]], "Data types control operations": [[7, "data-types-control-operations"]], "DataFrame": [[18, "dataframe"]], "DataFrames and dictionaries": [[27, "dataframes-and-dictionaries"]], "Dealing with different data types": [[7, "dealing-with-different-data-types"]], "Deleting list items": [[9, "deleting-list-items"]], "Descriptive statistics": [[32, null]], "Dictionary for Absolute Beginners": [[17, "dictionary-for-absolute-beginners"]], "Dictionary for Pandas": [[18, "dictionary-for-pandas"]], "Did you not click add to PATH?": [[23, null]], "Documentation": [[17, "documentation"]], "Empty lists": [[9, "empty-lists"]], "Error messages": [[8, "error-messages"]], "Every function returns something": [[8, "every-function-returns-something"]], "Example of an Admonition in Jupyter Book": [[0, "example-of-an-admonition-in-jupyter-book"]], "Example: analyzing social media impact": [[11, "example-analyzing-social-media-impact"]], "Exercises": [[6, "exercises"], [7, "exercises"], [8, "exercises"], [9, "exercises"], [10, "exercises"], [11, "exercises"]], "Exponents": [[5, "exponents"]], "Filtering on column value": [[28, "filtering-on-column-value"]], "Filtering rows based on conditional expressions": [[29, "filtering-rows-based-on-conditional-expressions"]], "Find the length of a string": [[6, "find-the-length-of-a-string"]], "Float": [[17, "float"]], "For Loops": [[10, "for-loops"]], "For loop structure": [[10, "for-loop-structure"]], "For loop syntax": [[10, "for-loop-syntax"]], "Function": [[17, "function"]], "Functions have default values for some arguments": [[8, "functions-have-default-values-for-some-arguments"]], "Functions only work for certain arguments": [[8, "functions-only-work-for-certain-arguments"]], "GeeksforGeeks": [[19, "geeksforgeeks"]], "Get Help and Find Documentation": [[19, "get-help-and-find-documentation"]], "Getting Started with Data Analysis": [[33, "getting-started-with-data-analysis"]], "Getting Started with Pandas": [[26, "getting-started-with-pandas"]], "Getting information on the DataFrame": [[28, "getting-information-on-the-dataframe"]], "Groupby operations": [[32, null]], "Her f\u00f8lger f\u00f8rst markdown-kode til admonition boxes, derefter den renderede version": [[0, "her-folger-forst-markdown-kode-til-admonition-boxes-derefter-den-renderede-version"]], "How can you have quotation marks inside a string?": [[5, null]], "How for loops work": [[10, "how-for-loops-work"]], "How to Check Your Python Version on Windows": [[23, "how-to-check-your-python-version-on-windows"]], "How to Check Your Python Version on a Mac": [[23, "how-to-check-your-python-version-on-a-mac"]], "How to Install Python on Windows": [[23, "how-to-install-python-on-windows"]], "How to Install Python on macOS": [[23, "how-to-install-python-on-macos"]], "How to Interact With This Book": [[21, "how-to-interact-with-this-book"]], "How to open Windows PowerShell": [[23, null]], "How to open the Terminal": [[23, null]], "IDE (Integrated Development Environment)": [[17, "ide-integrated-development-environment"]], "Immutable": [[17, "immutable"]], "Import Pandas": [[27, "import-pandas"], [28, "import-pandas"], [29, "import-pandas"], [31, "import-pandas"], [32, "import-pandas"]], "Importing Pandas": [[26, "importing-pandas"]], "Indentation": [[17, "indentation"]], "Index": [[5, "index"], [17, "index"], [18, "index"]], "Indexing": [[6, "indexing"]], "Indexing beyond the end": [[9, "indexing-beyond-the-end"]], "Indexing lists": [[9, "indexing-lists"]], "Indexing, slicing, and length": [[6, "indexing-slicing-and-length"]], "Infinite loops": [[11, "infinite-loops"]], "Install & Run Python": [[23, "install-run-python"]], "Install Python on Mac": [[23, "install-python-on-mac"]], "Install Python on Windows": [[23, "install-python-on-windows"]], "Installing (or upgrading) Pandas from PyPI": [[26, "installing-or-upgrading-pandas-from-pypi"]], "Integer": [[17, "integer"]], "Integers & floats": [[5, "integers-floats"]], "Integers and floats can be mixed freely in operations": [[7, "integers-and-floats-can-be-mixed-freely-in-operations"]], "Interact With This Book": [[20, "interact-with-this-book"]], "Jupyter Display vs Print()": [[30, "jupyter-display-vs-print"]], "Key points": [[5, "key-points"], [6, "key-points"], [7, "key-points"], [8, "key-points"], [9, "key-points"], [10, "key-points"], [11, "key-points"], [27, "key-points"], [28, "key-points"], [29, "key-points"], [32, "key-points"]], "Learn All the New Words": [[16, "learn-all-the-new-words"]], "Learn more": [[2, "learn-more"]], "Learning Objectives": [[5, null], [6, null], [7, null], [8, null], [9, null], [10, null], [11, null]], "Library": [[17, "library"]], "Lists": [[9, "lists"]], "Lists are mutable": [[9, "lists-are-mutable"]], "Lists may contain items of different data types": [[9, "lists-may-contain-items-of-different-data-types"]], "Looking for the simplest way to get started?": [[23, null]], "Loop": [[17, "loop"]], "Markdown + notebooks": [[4, "markdown-notebooks"]], "Markdown Files": [[2, "markdown-files"]], "Mathematical operations": [[5, "mathematical-operations"]], "Memory usage": [[28, null]], "Metacharacters": [[15, "metacharacters"]], "Method 1: Installing Python and JupyterLab": [[23, "method-1-installing-python-and-jupyterlab"]], "Method 2: Google Colab": [[23, "method-2-google-colab"]], "Method 3: ERDA": [[23, "method-3-erda"]], "ModuleNotFoundError": [[26, null]], "Modulus": [[5, "modulus"]], "More information about loc and iloc": [[31, "more-information-about-loc-and-iloc"]], "More metacharacters, as well as pipes, lists and question marks": [[15, "more-metacharacters-as-well-as-pipes-lists-and-question-marks"]], "Multiple statements in a for loop": [[10, "multiple-statements-in-a-for-loop"]], "Multiplication": [[5, "multiplication"]], "Mutable": [[17, "mutable"]], "My title": [[0, null], [0, null], [0, null]], "MyST markdown": [[4, "myst-markdown"]], "NaN": [[18, "nan"]], "Naming Conventions": [[6, null]], "Naming loop variables": [[10, "naming-loop-variables"]], "Notebooks with MyST Markdown": [[3, "notebooks-with-myst-markdown"]], "Notice": [[11, null]], "Notice the difference between overwriting and changing values": [[9, null]], "Off-Limits Names": [[30, "off-limits-names"]], "Off-limits names": [[6, "off-limits-names"]], "Official Python Documentation": [[19, "official-python-documentation"]], "Open and Navigate JupyterLab": [[22, "open-and-navigate-jupyterlab"]], "Operator": [[17, "operator"]], "Pandas DataFrame": [[27, "pandas-dataframe"]], "Pandas data table representation": [[27, "pandas-data-table-representation"]], "Pandas official documentation": [[19, "pandas-official-documentation"]], "Part 1": [[12, "part-1"]], "Part 2": [[13, "part-2"]], "Python is case-sensitive": [[6, "python-is-case-sensitive"]], "Quickly add YAML metadata for MyST Notebooks": [[3, "quickly-add-yaml-metadata-for-myst-notebooks"]], "Re-Assigning Variables": [[30, "re-assigning-variables"]], "Read and Write Tabular Data": [[28, "read-and-write-tabular-data"]], "Read files": [[15, "read-files"]], "Reading and writing Excel files": [[28, "reading-and-writing-excel-files"]], "Recap on Data Types": [[7, null]], "Recap on division types": [[7, null]], "RegEx and Frankenstein": [[15, "regex-and-frankenstein"]], "Renaming columns": [[27, "renaming-columns"]], "Replacing list items": [[9, "replacing-list-items"]], "Runtime errors": [[8, "runtime-errors"]], "Sample Roles and Directives": [[2, "sample-roles-and-directives"]], "Selecting rows and columns using loc and iloc": [[31, "selecting-rows-and-columns-using-loc-and-iloc"]], "Selecting rows and columns": [[29, "selecting-rows-and-columns"]], "Selecting specific columns": [[29, "selecting-specific-columns"]], "Series": [[18, "series"], [27, "series"]], "Sign Up for a Course": [[24, "sign-up-for-a-course"]], "Single equals sign = and a double equals sign ==": [[5, null]], "Slice": [[5, "slice"], [17, "slice"]], "Slicing lists": [[9, "slicing-lists"]], "Solution": [[6, null], [6, null], [6, null], [6, null], [7, null], [7, null], [7, null], [7, null], [7, null], [7, null], [8, null], [8, null], [8, null], [9, null], [9, null], [9, null], [9, null], [9, null], [9, null], [9, null], [9, null], [10, null], [10, null], [10, null], [10, null], [10, null], [10, null], [10, null], [10, null], [10, null], [10, null], [11, null], [11, null], [11, null], [27, null], [28, null]], "Square brackets [A-Z]": [[15, "square-brackets-a-z"]], "Statement": [[17, "statement"]], "Step 1: Download the Official Installer": [[23, "step-1-download-the-official-installer"]], "Step 1: Open JupyterLab": [[22, "step-1-open-jupyterlab"], [22, "id1"]], "Step 2: Navigate the File/Directory System": [[22, "step-2-navigate-the-file-directory-system"], [22, "id2"]], "Step 2: Run the Installer": [[23, "step-2-run-the-installer"]], "String": [[17, "string"]], "String methods": [[5, "string-methods"]], "Strings": [[5, "strings"]], "Strings have a length (but numbers don\u2019t)": [[7, "strings-have-a-length-but-numbers-don-t"]], "Striving for Good Variable Names": [[30, "striving-for-good-variable-names"]], "Subset": [[18, "subset"]], "Subsets": [[29, "subsets"]], "Summary Statistics": [[32, "summary-statistics"]], "Syntax": [[17, "syntax"]], "Syntax errors": [[8, "syntax-errors"]], "Table of Boolean Operations": [[5, null]], "Table of Comparison Operations": [[5, null]], "Table of List Methods": [[9, null]], "Table of Mathematical Operations": [[5, null]], "The help() function": [[8, "the-help-function"]], "The type() function": [[5, "the-type-function"]], "The while syntax": [[11, "the-while-syntax"]], "This is a title": [[0, null], [0, null]], "To choose from a wider list of files\u2026": [[30, null]], "Todo": [[0, "id1"]], "Transpose": [[18, "transpose"]], "Transposing a DataFrame": [[27, "transposing-a-dataframe"]], "Use a slice to get a substring": [[6, "use-a-slice-to-get-a-substring"]], "Use else to execute a block of code when an if condition is not true": [[11, "use-else-to-execute-a-block-of-code-when-an-if-condition-is-not-true"]], "Use meaningful variable names": [[6, "use-meaningful-variable-names"]], "Use print() to display values": [[6, "use-print-to-display-values"]], "Use variables to store values": [[6, "use-variables-to-store-values"]], "Using accumulator variables": [[10, "using-accumulator-variables"]], "Using range with the for loop": [[10, "using-range-with-the-for-loop"]], "Using the + and * operators on strings": [[7, "using-the-and-operators-on-strings"]], "Variable": [[17, "variable"]], "Variable Names": [[30, "variable-names"]], "Variable names": [[6, "variable-names"]], "Variables": [[30, "variables"]], "Variables Persist Between Cells": [[6, null]], "Variables and Assignment": [[6, "variables-and-assignment"]], "Variables in calculations": [[6, "variables-in-calculations"]], "Variables must be created before they are used": [[6, "variables-must-be-created-before-they-are-used"]], "Variables only change value when something is assigned to them": [[7, "variables-only-change-value-when-something-is-assigned-to-them"]], "W3Schools": [[19, "w3schools"]], "Was pip not installed correctly?": [[23, null]], "Welcome": [[1, "welcome"], [25, "welcome"]], "What are lists?": [[9, "what-are-lists"]], "What is MyST?": [[2, "what-is-myst"]], "What is the problem with the script above?": [[11, null]], "When to use loc or iloc": [[31, null]], "When using loc/iloc": [[31, null]], "While loops": [[11, "while-loops"]], "Why pandas as pd?": [[27, null]], "Would you rather use another method?": [[23, null]], "Your Turn": [[30, "your-turn"]], "dtypes": [[28, "dtypes"]], "elif specify additional tests": [[11, "elif-specify-additional-tests"]], "head()": [[28, "head"]], "if statements control whether or not a block of code is executed": [[11, "if-statements-control-whether-or-not-a-block-of-code-is-executed"]], "info()": [[28, "info"]], "loc and iloc": [[31, "loc-and-iloc"]], "max(), min(), and round()": [[8, "max-min-and-round"]], "notna() and isna()": [[28, "notna-and-isna"]], "pd": [[18, "pd"]], "shape": [[28, "shape"]], "tail()": [[28, "tail"]], "w+ along with \\b": [[15, "w-along-with-b"]]}, "docnames": ["_to_be_deleted_later/admonition_boxes", "_to_be_deleted_later/intro_old", "_to_be_deleted_later/markdown", "_to_be_deleted_later/markdown-notebooks", "_to_be_deleted_later/notebooks", "docs/101/01_data_types", "docs/101/02_variables_and_assignment", "docs/101/03_type_conversion", "docs/101/04_built-in_functions", "docs/101/05_lists", "docs/101/06_for_loops", "docs/101/07_conditionals", "docs/101/part1", "docs/101/part2", "docs/_test/2024_ods", "docs/_test/regex_and_frankenstein", "docs/howto/dictionaries", "docs/howto/dictionary_101", "docs/howto/dictionary_pandas", "docs/howto/help_and_documentation", "docs/howto/interact", "docs/howto/interact_original", "docs/howto/jupyterlab", "docs/howto/setup", "docs/howto/sign_up", "docs/intro", "docs/pandas/00_pandas_start", "docs/pandas/01_pandas_dataframe", "docs/pandas/02_pandas_tabular_data", "docs/pandas/03_pandas_subsets", "docs/pandas/04-Variables", "docs/pandas/04_pandas_loc_iloc", "docs/pandas/05_pandas_summary_statistics", "docs/pandas/getting_started"], "envversion": {"sphinx": 61, "sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.intersphinx": 1, "sphinx.ext.todo": 2, "sphinxcontrib.bibtex": 9}, "filenames": ["_to_be_deleted_later/admonition_boxes.ipynb", "_to_be_deleted_later/intro_old.md", "_to_be_deleted_later/markdown.md", "_to_be_deleted_later/markdown-notebooks.md", "_to_be_deleted_later/notebooks.ipynb", "docs/101/01_data_types.ipynb", "docs/101/02_variables_and_assignment.ipynb", "docs/101/03_type_conversion.ipynb", "docs/101/04_built-in_functions.ipynb", "docs/101/05_lists.ipynb", "docs/101/06_for_loops.ipynb", "docs/101/07_conditionals.ipynb", "docs/101/part1.ipynb", "docs/101/part2.ipynb", "docs/_test/2024_ods.ipynb", "docs/_test/regex_and_frankenstein.ipynb", "docs/howto/dictionaries.ipynb", "docs/howto/dictionary_101.ipynb", "docs/howto/dictionary_pandas.ipynb", "docs/howto/help_and_documentation.ipynb", "docs/howto/interact.ipynb", "docs/howto/interact_original.ipynb", "docs/howto/jupyterlab.ipynb", "docs/howto/setup.ipynb", "docs/howto/sign_up.ipynb", "docs/intro.ipynb", "docs/pandas/00_pandas_start.ipynb", "docs/pandas/01_pandas_dataframe.ipynb", "docs/pandas/02_pandas_tabular_data.ipynb", "docs/pandas/03_pandas_subsets.ipynb", "docs/pandas/04-Variables.ipynb", "docs/pandas/04_pandas_loc_iloc.ipynb", "docs/pandas/05_pandas_summary_statistics.ipynb", "docs/pandas/getting_started.ipynb"], "indexentries": {}, "objects": {}, "objnames": {}, "objtypes": {}, "terms": {"": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 15, 17, 18, 19, 20, 21, 22, 23, 25, 26, 27, 28, 29, 30, 31, 32], "0": [4, 5, 6, 7, 8, 9, 10, 11, 15, 17, 27, 28, 29, 30, 31, 32], "00": 28, "0000": [28, 29, 31, 32], "000000": 32, "028662": 32, "0500": [28, 29, 31, 32], "07": 11, "0750": 29, "0x1136f1490": 4, "1": [4, 5, 13, 15, 17, 18, 24, 27, 28, 29, 30, 31, 32], "10": [4, 5, 7, 8, 10, 11, 22, 28, 29, 30, 31], "100": [4, 8, 11, 15, 30], "1000": [28, 29, 31, 32], "106": 32, "10th": 31, "11": [7, 8, 9, 22, 28, 29, 30, 31], "111369": [28, 29, 31, 32], "112053": [28, 29, 31, 32], "113783": 29, "113803": [28, 29, 31, 32], "11751": 29, "11767": 29, "118810": 32, "12": [7, 8, 9, 10, 11, 17, 23, 28, 29, 30, 31, 32], "120": [10, 11, 22], "123": 6, "125": 10, "1250": 29, "125000": 32, "125798": 32, "13": [5, 10, 28, 29, 30, 31, 32], "14": [7, 29, 30, 31, 32], "14159": 7, "1415926": 5, "147314": 32, "14879": 28, "15": [11, 29, 30, 31], "150": 11, "155": 10, "1583": 29, "159236": 32, "16": [5, 9, 29, 30, 31, 32], "17": [5, 9, 30, 31], "17463": 29, "17599": [28, 29, 31, 32], "1764": [20, 21], "177": 28, "18": [9, 17, 30, 31], "184": 32, "188908": 32, "19": [28, 29, 30, 31, 32], "19680801": 4, "1984": 9, "2": [3, 5, 17, 18, 24, 27, 28, 29, 30, 31, 32], "20": [9, 11, 28, 30, 31, 32], "200": 10, "2014": 2, "204": [28, 29], "204208": 32, "21": [29, 31, 32], "211536": [28, 29, 31, 32], "21171": [28, 29, 31, 32], "216": 32, "217": [29, 31], "22": [11, 27, 28, 29, 30, 31, 32], "226127": 32, "23": [28, 29, 30, 31, 32], "235702": 32, "236852": 29, "24": 31, "248706": 29, "25": [7, 11, 17, 27, 29, 30, 31, 32], "2500": [27, 28, 29, 31, 32], "25th": 31, "26": [28, 29, 31, 32], "27": [28, 29, 30, 31, 32], "2750": 29, "28": [30, 31, 32], "2833": [27, 28, 29, 31, 32], "29": [29, 30, 32], "3": [5, 17, 18, 27, 28, 29, 30, 31, 32], "30": [11, 15, 28, 29, 31, 32], "300": 11, "31": [29, 30, 31, 32], "3101282": [28, 29, 31, 32], "317": 30, "318": 30, "319": 30, "32": [28, 29, 31, 32], "320": 30, "321": 30, "322": 30, "324": 30, "329200": 32, "33": 30, "330877": 29, "34": 31, "345765": 29, "347082": 29, "349909": 29, "35": [27, 28, 29, 30, 31, 32], "37": 30, "370376": [28, 29, 31, 32], "373450": [28, 29, 31, 32], "38": [27, 28, 29, 31, 32], "382652": 29, "389108": 32, "389948": 32, "39": [29, 31], "392076": 29, "3rd": 31, "4": [3, 4, 5, 17, 18, 28, 29, 30, 31, 32], "40": 30, "42": [5, 6, 7, 20, 21, 29], "420000": 32, "429809": 32, "431": 32, "44": 32, "45": [6, 10, 28], "4500": [28, 29, 31, 32], "454": 32, "4542": 32, "454200": 32, "4583": 29, "47": 29, "479818": 32, "49": 32, "491": 32, "5": [4, 11, 17, 23, 28, 29, 30, 31, 32], "50": [11, 32], "500": 11, "51": 29, "512": [7, 32], "52": [7, 8, 29], "523893": 32, "526497": 32, "53": [8, 28, 29, 31, 32], "54": [11, 29], "55": [10, 29, 31], "5500": 29, "5542": 29, "56": 29, "58": [27, 29, 31], "6": [11, 17, 28, 29, 30, 31], "60": [6, 28], "600": 7, "61": 27, "64": 23, "649682": 32, "6607": [28, 29, 31, 32], "661633": 32, "665": 28, "666": [5, 28], "6666666666666667": 7, "67": 32, "675": 29, "687": 28, "693429": 32, "694268": 32, "69911764705882": 32, "699118": 32, "6th": 31, "7": [5, 7, 8, 11, 27, 28, 29, 30, 31, 32], "70": 11, "71": [11, 27, 28, 29, 31, 32], "712": 8, "714": [28, 29, 32], "72": 5, "726645": 32, "73": 28, "741782": 32, "742038": 32, "75": [10, 28, 32], "7500": [28, 29, 31, 32], "777": 5, "8": [5, 11, 15, 17, 27, 28, 29, 30, 31, 32], "80": [10, 11, 32], "800": 11, "83": [28, 29], "84": 15, "85": 11, "86": 11, "8625": 29, "865": [29, 31], "866": 29, "871": [29, 31], "872": 29, "873": [29, 31], "874": 29, "879": [29, 31], "880": 29, "884": 29, "885": [29, 31], "886": [28, 29, 31, 32], "887": [28, 29, 31, 32], "888": [28, 29, 31, 32], "889": [28, 29, 31, 32], "890": [28, 29, 31, 32], "891": [28, 29, 31, 32], "9": [7, 8, 9, 10, 11, 28, 29, 30, 31], "90": 11, "910400": 32, "915709": 32, "9250": [27, 28, 29, 31, 32], "970121": 32, "99": 9, "99th": 9, "A": [0, 5, 6, 7, 8, 9, 10, 17, 18, 23, 27, 30, 31, 32], "AND": 29, "And": [6, 9, 15, 27], "As": [4, 6, 23, 29, 30, 32], "Be": [10, 23, 30], "But": [4, 6, 7, 9, 10, 11, 15, 23, 30], "By": [8, 13, 22, 28], "For": [0, 2, 4, 5, 6, 7, 9, 13, 15, 17, 23, 27, 28, 29, 30, 31, 32], "If": [3, 5, 6, 7, 8, 9, 10, 11, 15, 20, 21, 22, 23, 24, 26, 27, 30, 32], "In": [2, 5, 6, 7, 8, 9, 10, 11, 12, 13, 15, 17, 18, 22, 23, 24, 26, 27, 30, 31, 32], "It": [2, 5, 6, 7, 9, 10, 11, 15, 17, 18, 21, 23, 27, 28, 29, 31, 32], "Its": 15, "No": [23, 30], "Not": [10, 18], "OF": 15, "OR": [15, 29], "On": 22, "Or": [5, 10, 23, 26, 30], "THE": 15, "That": [1, 3, 10, 11, 25], "The": [0, 1, 2, 3, 6, 7, 9, 10, 15, 17, 20, 22, 23, 24, 25, 27, 28, 29, 30, 31, 32], "Then": [23, 30, 31], "There": [4, 5, 6, 7, 9, 11, 15, 19, 23, 24, 26], "These": [0, 6, 8, 15, 19, 26, 27, 31], "To": [6, 7, 8, 9, 11, 13, 15, 16, 20, 21, 22, 23, 28, 29], "With": [3, 30], "_": [15, 30], "____": [9, 10, 11], "_alistairs_real_ag": 6, "_modified_open": 30, "aaah": 8, "ab": [5, 6], "abbrevi": 7, "about": [0, 2, 3, 4, 5, 6, 8, 9, 11, 15, 17, 20, 23, 25, 26, 27, 28, 30, 32], "abov": [5, 6, 7, 9, 10, 15, 23, 29, 30, 31], "absolut": [1, 5, 6, 8, 12, 13, 16, 24, 25], "accept": 2, "access": [5, 9, 17, 18, 23, 26, 27, 29, 31], "accident": 11, "accordingli": 7, "account": 23, "acess": 5, "achem": 31, "achiev": 31, "acknowledg": [1, 25], "acronym": 10, "across": 32, "action": [10, 11, 17, 31], "actual": [6, 7, 10, 15, 17, 27, 28, 32], "ad": [5, 6, 10, 15, 17, 23, 26, 27, 30], "add": [5, 6, 7, 8, 9, 10, 27], "add_": 4, "addit": [7, 8, 15, 17, 22, 26], "addition": [6, 30], "adel": 31, "adieu": 15, "adjust": [11, 22, 29], "adolfina": 31, "adopt": [18, 26, 27], "adress": 6, "adult": 17, "advanc": [13, 15, 17], "advantag": 13, "advic": 0, "advis": [10, 23], "aeg": 8, "af": 15, "affect": [6, 9, 30], "affix": 15, "africa": 15, "afsl\u00f8r": 15, "after": [6, 7, 8, 9, 10, 15, 17, 18, 23, 25, 26, 27, 30, 31], "afterward": [12, 23], "ag": [6, 8, 17, 23, 27, 28, 29, 31, 32], "again": [10, 11, 12, 26, 30], "against": 30, "age_in_3_year": 27, "agg": 32, "agit": 15, "ago": [6, 22], "agre": 23, "agreement": 23, "ah": 15, "ahead": 23, "ahm": [6, 7], "air": 15, "aka": [7, 27], "album": 30, "alcott": 30, "alexenia": [29, 31], "algorithm": 25, "alias": [18, 26, 27, 28, 29, 31, 32], "alic": [17, 30], "align": [4, 27], "all": [1, 2, 3, 6, 7, 9, 10, 11, 12, 15, 18, 19, 23, 25, 26, 27, 28, 29, 30], "all_the_word": 30, "allen": [27, 28, 29, 31, 32], "allevi": 28, "allow": [2, 5, 7, 9, 11, 17, 21, 22, 23, 27, 28, 29, 31], "almost": [6, 10, 30], "alon": 31, "along": [12, 23, 26, 27, 28], "alphabet": [8, 15], "alphanumer": 6, "alreadi": [8, 10, 17, 23, 24, 26], "also": [2, 3, 4, 5, 6, 7, 8, 15, 20, 21, 22, 23, 26, 27, 29, 31], "alter": [9, 17], "altern": [11, 22, 23], "although": [5, 15, 31], "alwai": [5, 8, 10, 11, 19, 23], "am": [5, 8, 15, 17, 30], "amanda": 31, "ambigu": [7, 29], "amercian": 11, "america": 15, "amount": 27, "amp": 30, "an": [1, 2, 5, 6, 7, 8, 9, 10, 13, 15, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31], "analysi": [24, 28], "analyt": [1, 25], "analyz": [15, 30], "ander": [29, 31], "andersson": [29, 31], "andr": 15, "ani": [3, 5, 6, 8, 9, 10, 11, 15, 17, 18, 20, 21, 22, 23, 26, 30], "anim": 10, "anna": 31, "anni": 31, "anoth": [5, 7, 11, 15, 30], "answer": 7, "ant": 25, "any_chunk_of_text": 30, "anyon": [1, 25], "anyth": [5, 8, 9, 10, 15, 30], "anywher": 22, "appear": [7, 15], "append": [5, 10, 11, 15], "appli": [18, 27, 29, 32], "applic": [17, 22, 23], "approach": [15, 28, 29, 32], "appropri": [6, 11, 30], "ar": [1, 2, 3, 5, 7, 8, 10, 13, 14, 15, 17, 18, 19, 20, 21, 23, 26, 27, 28, 29, 30, 31, 32], "archangel": 15, "archiv": 23, "aren": 7, "arg": 30, "argument": [0, 6, 27, 28, 31, 32], "arithmet": 7, "around": [6, 8, 23, 25], "arrai": [4, 10, 18, 27], "arrow": 22, "asdf": 10, "ask": [7, 11, 23, 27], "asp": 15, "assign": [5, 8, 9, 10, 11, 12, 27], "associ": [11, 18, 30], "assum": 27, "attach": 29, "attempt": [9, 11], "attend": [1, 7, 12, 25], "attent": 0, "attribut": [28, 29], "auditori": 2, "august": 15, "australia": 2, "automat": [6, 10, 11, 22, 26], "autosav": 22, "avail": [0, 23, 30, 32], "averag": [7, 32], "avert": 15, "avoid": [6, 10], "awar": 23, "ax": 4, "axi": [27, 28], "b": [5, 6, 8, 10, 11, 18], "b42": [28, 29, 31, 32], "ba": 6, "back": [6, 11, 22, 23], "backslash": 5, "backward": 9, "bad": [6, 30], "bar": 11, "base": [1, 3, 5, 7, 11, 17, 18, 25, 31], "basic": [11, 12, 17, 24], "beast": 15, "beaufort": 15, "beauti": 15, "becaus": [5, 6, 7, 8, 10, 15, 30, 31], "beckwith": [29, 31], "becom": [6, 9, 11, 15, 27], "been": [1, 6, 8, 9, 10, 11, 15, 17, 23, 25, 30], "beeslei": 31, "befor": [1, 5, 8, 9, 11, 12, 15, 20, 23, 25, 26, 30, 31], "begin": [4, 5, 6, 9, 10, 17, 24], "beginn": [1, 8, 12, 13, 16, 24, 25], "behav": 31, "behavior": [9, 31], "behind": 15, "behr": [28, 29, 31, 32], "being": [2, 6, 10, 15, 28, 30], "below": [1, 5, 6, 8, 9, 10, 11, 12, 15, 20, 21, 23, 27, 28, 29, 30, 31], "beneath": [20, 21], "best": 6, "betingels": 15, "better": [6, 11], "between": [5, 7, 8, 11, 15, 22, 30, 31], "beyonc": 30, "beyond": [17, 31], "bib": 2, "bibliographi": 2, "bibtex": 2, "binder": 21, "birth": 15, "bit": [5, 11, 23, 24], "blah": 8, "blank": 8, "blind": 9, "block": [3, 6, 10, 12, 17, 30], "blu": 6, "blue": [6, 10], "blur": 8, "boarder": 15, "bodi": [10, 11], "boi": 15, "boks": 0, "bold": 15, "bonnel": [27, 29, 31], "book": [1, 2, 3, 4, 7, 9, 10, 15], "book_titl": 9, "bool": 29, "boolean": [11, 28, 29, 31], "borrow": [1, 25], "bortfiltrer": 15, "both": [2, 5, 6, 8, 9, 15, 17, 18, 27, 30, 31, 32], "bottom": [10, 23], "boundari": 15, "box": [2, 6, 22, 23, 30], "bracket": [5, 6, 9, 31, 32], "bradlei": [28, 29, 31, 32], "branch": 11, "braund": [27, 28, 29, 31, 32], "breadcrumb": 22, "brew": 11, "brian": 2, "briefli": 9, "brigg": [28, 29, 31, 32], "brilliant": 15, "brisban": 2, "broader": 23, "brother": 15, "brought": 15, "brows": 23, "browser": [22, 23], "bug": 26, "build": [2, 6, 10, 11, 12, 13, 17, 30], "built": [3, 6, 7, 10, 12, 17, 23, 30], "builtin": [8, 30], "button": [6, 11, 23], "bystrom": [29, 31], "c": [8, 10, 11, 22, 28, 29, 31, 32], "c103": 29, "c123": [28, 29, 31, 32], "c148": [28, 29, 31, 32], "c50": 29, "c85": [28, 29, 31, 32], "cabin": [28, 29, 31, 32], "cach": 15, "calcul": [5, 7, 9, 10, 27, 28, 30, 32], "calendar": 24, "call": [2, 6, 7, 8, 9, 10, 11, 17, 18, 23, 26, 27, 28, 30], "came": 7, "campaign": 11, "can": [0, 1, 2, 3, 4, 8, 9, 10, 11, 12, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32], "cannot": [6, 7, 8, 9, 17, 22, 23, 29, 30, 31], "capabl": [5, 18, 26], "capit": [15, 23], "captur": 9, "car": 11, "care": 6, "carefulli": 23, "carli": 30, "carolin": 15, "carpentri": [1, 25], "carri": [8, 11, 28, 29, 31, 32], "carrol": 30, "case": [8, 10, 15, 23, 26, 30, 31], "cat": 10, "catalina": 23, "catch": [6, 11], "categor": [11, 27], "catherin": [28, 29, 31, 32], "caught": 11, "caus": [8, 23, 26], "caution": [0, 23], "cd": 22, "cell": [7, 8, 9, 10, 20, 21, 22, 30], "certain": [5, 6, 11, 15, 17, 18, 27, 29], "certainli": [6, 30], "certif": 23, "chang": [6, 10, 11, 15, 17, 22, 23, 27, 30], "chapter": [12, 15, 30], "char": 10, "charact": [5, 6, 7, 10, 15, 30], "characterist": 27, "charat": 15, "charl": 31, "charlott": 30, "charm": 7, "cheatsheet": 0, "check": [4, 5, 6, 11, 22, 27, 28, 29, 30], "checkpoint": 22, "child": 15, "choic": [6, 11, 23], "choos": 10, "christian": 15, "christoph": 2, "chronolog": [6, 11], "cite": 2, "clarifi": [0, 6, 30], "clariti": 11, "class": [29, 32], "classifi": 11, "clean": 15, "clean_text_1": 15, "clean_text_2": 15, "cleaned_text": 15, "clear": [6, 9, 11, 30], "clearer": 30, "clearli": 15, "click": [6, 8, 22], "clidk": 20, "clock": 15, "close": [6, 8, 23], "closer": [5, 8], "cloud": 30, "cm": 4, "cmap": 4, "cmd": [22, 23], "code": [1, 2, 3, 6, 7, 8, 9, 10, 17, 19, 22, 23, 25, 26, 29, 30, 31], "coffe": [6, 11, 30], "cognit": 2, "cold": 4, "collaps": 22, "collect": [6, 9, 10, 11, 17, 30], "colon": [6, 10, 11], "color": [4, 6], "colour": [5, 6, 10], "colum": 18, "column": [18, 32], "com": 15, "combin": [8, 9, 11, 17, 27, 29, 32], "come": [7, 11, 22, 23], "comma": [6, 9, 15, 18, 28, 31], "command": [3, 7, 10, 22, 23, 26, 27, 28, 30], "common": [6, 10, 17, 32], "commonli": [8, 17], "commonmark": 2, "compar": [5, 8, 18, 27, 29], "comparis": 5, "comparison": [15, 17, 29], "compil": [16, 23], "complet": [13, 23], "complex": [29, 31], "compos": [9, 15], "comprehens": [15, 19], "comput": [1, 5, 18, 19, 20, 21, 23, 24, 25], "concat": 27, "concaten": [7, 8, 10, 27], "concept": [13, 16], "concern": 6, "concis": [28, 31], "concord": 15, "condit": [5, 8, 13, 23, 28, 31], "confer": 2, "configur": 21, "confirm": 22, "confus": [5, 16, 29], "congratul": [11, 23], "conjunct": 25, "connect": [1, 14, 23], "consecut": 7, "consequ": 0, "consid": [9, 17], "consider": 15, "consist": [5, 7, 10, 15], "contain": [5, 6, 10, 11, 15, 17, 20, 21, 27, 28, 29, 30, 32], "content": [0, 2, 3, 6, 9, 15, 17, 21, 22], "context": [15, 18], "contextlib": 4, "continu": [5, 11, 23], "contrari": 8, "contrast": 9, "contribut": 15, "control": [17, 22], "conveni": [27, 28, 32], "convent": [0, 10, 18, 26, 27], "convention": 26, "convers": [12, 29], "convert": [3, 5, 7, 11, 27], "coolwarm": 4, "copenhagen": [1, 23, 24, 25], "copi": [6, 11, 22, 23], "cop\u00eat": 15, "core": [27, 28, 29, 30], "corollari": 25, "corpor": 23, "correct": [7, 11, 17, 22], "correctli": [6, 8, 10, 11, 17, 26], "correspond": [9, 27, 29, 30, 31], "cortex": 2, "could": [7, 9, 11, 28, 30], "count": [6, 7, 8, 9, 11, 28, 29, 30], "counter": [11, 30], "cours": [1, 7, 10, 11, 12, 13, 14, 17, 23, 25], "cover": [12, 13], "crash": 30, "creat": [4, 7, 8, 9, 10, 11, 12, 13, 15, 17, 20, 21, 22, 23], "creation": [9, 27], "creatur": 15, "crimin": 15, "criteria": [11, 18], "critic": 0, "cruyssen": [29, 31], "ctrl": [11, 22], "cultur": [1, 25], "cume": [28, 29, 31, 32], "current": [1, 9, 10, 11, 23, 25], "custom": 29, "custom_lin": 4, "cut": 7, "cwd": 28, "cycler": 4, "d": [3, 9, 10, 28, 29, 31], "d35": 29, "dag": 23, "dai": [7, 15], "danger": 0, "danira": 31, "dark": 15, "data": [4, 6, 8, 10, 11, 12, 15, 18, 23, 24, 29, 30, 31], "databas": 28, "datacamp": 23, "datafram": 33, "datalab": [1, 25], "dataset": [18, 23, 28, 29, 31, 32], "de": [2, 15], "deal": 29, "dec": 15, "decent": 11, "decim": [5, 8, 17], "decod": 15, "deep": 28, "deepest": [1, 25], "def": [15, 30], "default": [3, 6, 22, 23, 26, 27, 28, 30, 32], "defin": [3, 6, 8, 10, 11, 17, 29, 30, 32], "definit": [6, 15, 16, 30], "deform": 15, "del": 9, "delic": 11, "delici": 11, "delus": 15, "dem": 15, "demand": 10, "den": 15, "denn": 0, "departur": 28, "depend": [2, 7, 8, 17, 22, 23, 26], "depth": 9, "der": 15, "descend": 15, "describ": [0, 8, 15, 23, 28, 31, 32], "descript": [9, 23], "design": [17, 20, 21, 24, 27, 31], "desir": [22, 30], "despacito": 9, "destin": 23, "det": 15, "detail": [3, 20, 21, 23, 32], "detect": [7, 8], "determin": [7, 11, 25, 27, 28, 29], "develop": [19, 23, 25], "develp": 23, "df": [18, 27], "df_transpos": 27, "dictionari": [12, 16], "did": 30, "differ": [0, 1, 2, 5, 6, 10, 11, 12, 15, 17, 18, 23, 28, 30, 31, 32], "different_vari": 30, "difficult": 10, "digit": [6, 8, 15, 30], "dimens": [27, 28, 29], "dimension": [18, 27], "dire": 15, "direct": [0, 3], "directli": [5, 7, 22, 23, 26, 29, 31], "directori": 30, "disabl": 23, "discard": 9, "displai": [3, 8, 9, 11, 22, 23, 27, 28, 29, 31, 32], "disrupt": 8, "diss": 15, "distanc": 6, "distant": 15, "distinguish": 15, "dive": 12, "divid": [5, 7], "divin": 15, "dk": 20, "dkk": 27, "do": [2, 4, 5, 6, 7, 8, 9, 10, 11, 15, 22, 23, 24, 27, 28, 30], "document": [0, 2, 3, 4, 9, 11, 31, 32], "documentaion": [1, 25], "doe": [5, 6, 7, 8, 9, 15, 23, 30, 32], "doesn": [5, 6, 7, 8, 9, 10, 15, 22], "doesnt": 23, "dog": 10, "dollar": 4, "don": [8, 9, 10, 11, 16, 17, 22, 23, 28, 30], "done": [5, 6, 7, 10, 11, 17, 23, 26, 27, 32], "doolei": [28, 29, 31, 32], "doubl": [6, 7, 15, 17, 22, 23, 29, 30, 31], "down": [6, 8, 11, 15, 22, 23, 30], "download": [1, 12, 15, 25, 26], "dracula_bram": 30, "drag": 22, "draw": 6, "dream": 15, "drive": 23, "drop": [22, 23], "dropna": 32, "dsaio": 9, "dtype": [27, 29, 32], "due": 29, "dure": [10, 30], "e": [6, 7, 8, 9, 10, 11, 15, 17, 20, 22, 24, 27, 28, 31, 32], "e46": 29, "each": [0, 5, 6, 7, 8, 9, 10, 11, 12, 18, 22, 27, 28, 29, 30, 32], "earlier": 22, "easi": [11, 15], "easier": [6, 15, 18, 26, 27], "easiest": 23, "easili": 23, "ebook": 15, "ecosystem": 2, "edith": [28, 29, 31, 32], "editor": [5, 6, 22], "edu": 21, "effect": [9, 11, 22], "effici": [10, 25, 27, 29, 31], "efter": 15, "either": [5, 6, 7, 9, 11, 13, 15, 17, 23, 29], "elaps": 7, "electron": 23, "eleg": 31, "element": [1, 6, 9, 17, 18, 27, 28, 29], "eleph": 10, "elizabeth": [29, 31], "ellipsi": 28, "els": [5, 9, 10, 30], "elsewher": 0, "email": [20, 21], "emb": 4, "embark": [28, 29, 31, 32], "embrac": 15, "emelia": 31, "emot": 30, "empti": [8, 10], "en": [0, 15], "enabl": [22, 23], "enclos": 5, "encod": 30, "encount": [16, 19, 26], "encourag": [1, 20, 25], "end": [4, 5, 6, 10, 11, 13, 15, 17, 28, 29, 31], "endpoint": 29, "engag": 11, "engin": 15, "england": 15, "english": [8, 15], "englishman": 15, "enhanc": 29, "enlighten": 15, "enrol": 7, "ensur": [1, 13, 15, 25, 26, 29], "ensurepip": 23, "enter": [11, 22, 23], "entir": [6, 9, 27, 32], "entri": [28, 29, 32], "environ": [5, 6, 8, 23, 28, 30], "episod": [8, 9], "epub": 15, "equal": [6, 7, 9, 17, 27, 30], "equival": [10, 29], "er": 15, "eras": 23, "erda": 17, "errno": 30, "error": [0, 6, 7, 9, 26, 30], "escap": [4, 5], "especi": 17, "espresso": 11, "essenti": [5, 13, 28, 31], "et": 15, "etc": [4, 5, 6, 8, 9], "eugen": 31, "european": 15, "evalu": [6, 11, 29], "even": [5, 7, 9, 11, 13, 15, 26, 28, 30], "evenli": 7, "event": [8, 15], "everi": [7, 15, 22], "everydai": 15, "everyon": [7, 10], "everyth": 15, "evid": 2, "evolv": 11, "ewr_422_yi": 6, "ex": 23, "exactli": [8, 15, 30], "exampl": [2, 4, 5, 6, 7, 8, 9, 10, 15, 17, 18, 20, 21, 22, 23, 29, 30, 32], "exce": 29, "excel": [11, 15, 26], "except": 8, "excerpt": 15, "exchang": [6, 27], "exclaim": 5, "exclam": 26, "exclud": [17, 29, 32], "exclus": 31, "execut": [3, 6, 8, 9, 17, 22, 31], "exercis": 12, "exist": [5, 6, 8, 9, 10, 17], "exit": 11, "exitstack": 4, "exmampl": 0, "expand": 22, "expect": [7, 8, 10, 11, 24], "experi": [15, 21], "experiment": 7, "explain": [5, 7, 8, 9, 10, 11, 17, 20, 21, 27], "explan": [5, 10], "explicit": 31, "explicitli": [7, 31, 32], "explor": [22, 30], "export": 28, "express": [5, 7, 8, 9, 11, 15], "extend": [1, 5, 9, 25, 27], "extens": [0, 2], "extern": 26, "extra": [7, 8], "extract": [5, 9, 15, 17, 18, 28, 29], "extrem": [5, 6, 15, 30], "ey": 6, "eye_color": 6, "f": [6, 15, 30], "fact": 6, "factor": 32, "faint": 15, "fair": 15, "fairi": 15, "fairli": 6, "fall": 10, "fals": [5, 11, 17, 28, 29], "falter": 29, "famili": 15, "familiar": 7, "far": [6, 10, 11, 23], "fare": [27, 28, 29, 31, 32], "fare_in_dkk": 27, "farewel": 15, "fast": [10, 11], "fatima": 31, "favorit": 10, "fd": 30, "featur": [6, 20, 21, 22, 23, 26, 30], "femal": [27, 28, 29, 31, 32], "feng": 8, "fetch": 9, "few": [5, 6, 15, 21, 23, 29, 30], "field": 15, "fig": 4, "figsiz": 4, "figur": [6, 7, 15], "file": [3, 14, 18, 20, 21, 23, 26], "filenam": [6, 30], "filenotfounderror": 30, "filepath": 30, "filepath_of_text": 30, "fill": 27, "filter": [15, 31], "final": [6, 8, 9, 11], "find": [1, 5, 7, 8, 9, 15, 22, 23, 24, 25, 28], "findal": 15, "finder": [22, 23], "fine": 23, "finger": [6, 22, 25, 30], "finicki": 23, "finish": [10, 23], "first": [5, 6, 7, 8, 9, 10, 11, 12, 15, 16, 17, 23, 28, 29, 30, 31, 32], "first_nam": 6, "firstnam": 10, "fish": 10, "fit": 32, "five": [28, 29, 31], "fix": [4, 8, 10, 23, 26], "flabadab": 6, "flag": 26, "flash": 15, "flavor": 2, "float": [8, 9, 11, 18, 27, 28], "float64": [27, 28, 29, 32], "floor": [5, 7], "florenc": [28, 29, 31, 32], "flow": [8, 11, 17], "focu": 24, "focus": 11, "fold": 5, "folder": [22, 23, 28], "follow": [2, 3, 5, 6, 7, 8, 9, 10, 11, 12, 15, 22, 23, 27, 28, 29, 31], "food": 25, "fool": 15, "fora": 19, "fordi": 15, "forgot": 8, "form": [5, 9, 15, 17, 27], "format": [6, 18, 28, 30], "former": 7, "formula": 7, "forskellig": 0, "forward": 9, "found": [12, 20, 21, 23, 32], "foundat": [13, 24], "four": [5, 10, 17], "fourth": [9, 10], "fra": 15, "fraction": [7, 17], "frame": [27, 28, 29], "framework": 30, "franc": 15, "free": 24, "frenzi": 15, "frequenc": 30, "frequent": 30, "fridai": 15, "fright": 15, "from": [1, 4, 5, 6, 7, 8, 10, 11, 13, 15, 17, 18, 20, 21, 22, 23, 25, 27], "front": [1, 25, 26], "frontier": 2, "ft": 30, "fuction": 17, "fulfil": 11, "full": [7, 13, 15, 23, 32], "full_nam": 7, "full_text": 30, "fulli": 16, "fun": [6, 11], "function": [2, 6, 7, 9, 10, 12, 15, 18, 26, 27, 28, 29, 30, 31, 32], "fundament": [6, 15, 30], "further": [20, 21, 30, 31], "futrel": [28, 29, 31, 32], "futur": [6, 8, 23, 26], "fynnei": 31, "g": [6, 7, 9, 15, 17, 22, 24, 32], "gain": [15, 24], "gallant": 15, "game": 13, "gather": [11, 24], "gbp": 27, "geeksforgeek": [27, 28], "gender": 32, "gener": [0, 6, 9, 11, 32], "geneva": 15, "geneves": 15, "german": 15, "germani": 15, "get": [1, 2, 3, 5, 8, 9, 15, 24, 25, 30, 31, 32], "giant": [1, 25], "gilman": 30, "gip": 10, "giraff": 10, "girl": 15, "give": [7, 10, 15, 23, 30], "given": [6, 7, 8, 9, 18, 27, 32], "go": [8, 10, 11, 12, 22, 23, 26, 31], "goal": [9, 11], "godwin": 15, "goe": [5, 8, 9, 10], "gold": [8, 9], "gone": 30, "good": [7, 8, 11, 15, 19, 23], "googl": 19, "gosta": 29, "got": 8, "grade": 11, "graham": [28, 29, 31, 32], "grammar": [8, 17], "grammat": 15, "grasp": 16, "great": [11, 15], "greater": [5, 7, 11, 29, 31], "greedi": 15, "green": [6, 10, 30], "greenland": 15, "greet": 17, "grimm": 15, "group": 10, "grow": 10, "guess": 6, "guessed_correctli": 11, "guid": [4, 8, 15, 23, 26], "gutenberg": 15, "h": 7, "ha": [1, 5, 6, 7, 8, 9, 10, 15, 17, 18, 19, 23, 25, 28, 29, 30, 31], "had": [15, 30], "half": 7, "halo": 15, "hand": [9, 20], "handi": 5, "handiest": [6, 30], "handl": [7, 31, 32], "hang": 15, "happen": [6, 7, 15, 22, 29, 30], "har": 0, "harder": 30, "harri": [28, 29, 31, 32], "harrypotter1": 9, "have": [1, 3, 6, 9, 10, 11, 12, 13, 15, 17, 20, 21, 23, 24, 25, 26, 28, 29, 30, 31], "haven": [6, 26], "hdhpk14": 2, "he": [15, 30], "head": 23, "heath": [28, 29, 31, 32], "heaven": 15, "heavi": 15, "heer": 2, "heikkinen": [28, 29, 31, 32], "helen": [28, 29, 31, 32], "hello": [5, 7, 8, 17, 23], "help": [0, 1, 2, 5, 6, 9, 12, 15, 16], "henri": [28, 29, 31, 32], "hentet": 0, "her": 30, "here": [0, 1, 2, 4, 5, 6, 7, 8, 10, 11, 14, 20, 21, 22, 23, 25, 26, 27, 28, 29, 30], "herfra": 0, "herself": 30, "hewlett": [29, 31], "hi": [5, 15, 30], "hickman": 28, "hide": 20, "high": [0, 6, 9, 11], "higher": [6, 8, 11, 28], "highlight": 23, "him": 30, "himself": 30, "hint": [0, 6, 9, 11], "hire": 15, "histor": 15, "hit": 15, "hivb10078u": 14, "hold": [9, 18, 22, 27], "holdgraf": 2, "holdgraf_evidence_2014": 2, "holidai": 15, "homer": 15, "horizont": 27, "hot": 4, "hover": 21, "how": [0, 1, 3, 6, 7, 8, 11, 12, 15, 17, 19, 22, 24, 25, 26, 28, 30, 31], "howel": [28, 29, 31, 32], "howev": [5, 6, 7, 11, 22, 23, 26, 28, 30], "html": [0, 4], "http": [0, 15], "hulda": 31, "human": [2, 6, 15, 25], "hundr": 9, "hung": 15, "hvad": 15, "hvi": 15, "hvordan": 0, "hyphen": 9, "i": [3, 4, 5, 12, 13, 15, 17, 18, 19, 26, 29, 30, 31, 32], "icon": [20, 21, 22, 23], "id": [10, 23], "idea": [8, 19, 23], "ideal": 6, "identifi": [15, 18, 28], "idiom": 6, "ignor": [8, 17], "igonr": 5, "ii": 4, "ikk": 15, "illustr": [5, 15, 30], "iloc": [29, 33], "imag": 4, "imagin": 11, "immedi": 0, "import": [0, 4, 6, 7, 8, 11, 15, 18, 30], "improv": 11, "inadvert": [1, 25], "inbox": 23, "includ": [0, 3, 4, 5, 8, 9, 10, 11, 15, 17, 21, 23, 26, 28, 30, 32], "inclus": [29, 31], "incomplet": 8, "incorrect": 0, "incorrectli": 8, "increas": 15, "incredibli": 15, "increment": [10, 11], "indent": [10, 11], "indentationerror": 10, "independ": 32, "index": [8, 10, 27, 28, 31], "indexerror": [9, 10], "indic": [0, 6, 8, 10, 15, 17, 18, 22, 27, 28, 29], "indispens": 31, "individu": [5, 6], "inds\u00e6tt": 15, "ineffici": 31, "inf": 14, "infant": 15, "inferior": 15, "info": 29, "inform": [0, 3, 4, 6, 7, 9, 17, 18, 27, 32], "inherit": 6, "init": 3, "initi": [6, 8, 9, 10, 11, 17, 23], "inlin": 2, "inner": 29, "input": [2, 8, 17, 22, 23], "insert": [2, 9, 15, 30], "insid": [6, 8, 10, 22, 29, 30], "insight": [0, 15], "inspect": [15, 28], "inspir": [1, 25], "inspirit": 15, "instal": [1, 12, 20, 21, 24, 25], "instanc": [8, 30], "instantli": 23, "instead": [5, 6, 9, 10, 11, 23, 30, 31, 32], "instruct": [3, 6, 12, 23], "insuper": 15, "int": [5, 6, 7, 8, 11], "int64": [27, 28, 29, 32], "integ": [8, 9, 10, 11, 27, 28, 29, 31], "integr": 23, "intend": 1, "intent": 26, "interact": [4, 5], "interactiveshel": 30, "interest": [15, 25, 32], "intermediari": 23, "intern": 2, "interpret": [7, 9], "interrupt": 11, "interv": [9, 22], "intric": 29, "intro": [1, 25], "introduc": [11, 29], "introduct": [1, 13, 25], "intuit": 31, "invalid": [7, 8, 30], "involv": [18, 31], "io": 0, "io_open": 30, "ion": 4, "ip": 10, "ipynb": [2, 20, 21], "ipython": 30, "irectori": 28, "irresist": 15, "irrespect": 29, "isin": 29, "isn": [7, 8, 11, 23, 26], "isol": 28, "issu": [0, 23, 28], "itali": 15, "item": [5, 6], "iter": [9, 10, 11], "its": [6, 7, 8, 9, 10, 11, 15, 18, 22, 23, 25, 26, 27, 30, 31], "itself": [5, 6, 15, 30], "j": [29, 31], "jacqu": [28, 29, 31, 32], "jame": 29, "jeg": [0, 15], "jepsen": 30, "job": [29, 31], "johan": [29, 31], "john": [28, 29, 31, 32], "johnston": [28, 29, 31, 32], "join": [5, 9, 15, 17], "jon": 10, "joseph": 31, "jr": [29, 31], "judgement": 15, "juli": 15, "juliet": 9, "juliu": 31, "jump": 23, "june": 15, "juoza": [28, 29, 31, 32], "juptyt": 5, "jupyt": [1, 2, 3, 4, 6, 7, 10, 11, 17, 22, 23, 25, 26, 28], "jupyterbook": [0, 2], "jupyterlab": [], "jupytext": 3, "jura": 15, "just": [2, 6, 7, 8, 9, 23, 26, 30, 32], "kald": 15, "kan": [0, 15], "karl": [28, 29, 31, 32], "karolina": [29, 31], "kb": [20, 28, 29], "keep": [4, 6, 7, 10, 11], "kei": [22, 23], "kernel": [3, 6, 11, 28], "keyboard": 22, "kill": 9, "kind": [2, 5, 8, 9, 11, 17], "kingcom": [29, 31], "knight": 2, "know": [1, 6, 8, 11, 17, 25, 30], "knowledg": [11, 24], "known": [5, 8, 17, 28, 31], "koden": 0, "kub": [1, 24, 25], "kubdatalab": 20, "kwarg": 30, "l": [9, 30], "la_": 4, "lab": [5, 6, 10, 11, 17, 22, 23, 26], "label": [6, 7, 18, 27, 29, 31, 32], "ladi": 15, "laina": [28, 29, 31, 32], "languag": [2, 5, 6, 7, 9, 10, 12, 16, 17, 19, 25, 30], "larg": [5, 10, 28, 29], "larger": 8, "largest": 8, "last": [5, 6, 7, 9, 10, 15, 17, 22, 23, 28, 30], "lastnam": 10, "later": [5, 6, 8, 10, 23, 27, 30], "latest": [0, 23, 26], "latter": 7, "launch": 23, "launcher": [22, 23], "lave": 15, "lavet": 0, "lawrenc": 31, "lead": 31, "learn": [1, 12, 15, 19, 23, 25], "least": [8, 9], "leav": [6, 8, 15, 17], "left": [6, 9, 20, 22], "legal": 10, "legend": 4, "lemonad": 30, "len": [6, 7, 8, 9, 10, 15], "lenght": 23, "length": [5, 9, 10, 23, 27, 29], "lengthen": 9, "leonard": [29, 31], "less": [0, 5, 23], "lesson": [5, 7, 9], "let": [1, 3, 6, 7, 8, 17, 25, 30], "letter": [6, 7, 8, 9, 15, 30], "level": 0, "lewi": 28, "lib": 30, "librari": [1, 6, 7, 18, 19, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32], "library_nam": 6, "licens": 23, "light": 9, "like": [2, 3, 5, 6, 7, 8, 9, 10, 11, 15, 16, 17, 18, 20, 21, 23, 27, 28, 30], "likewis": 28, "lili": [28, 29, 31, 32], "limit": [0, 23, 28, 29], "line": [2, 3, 4, 6, 7, 8, 9, 10, 11, 17, 18, 23, 26, 27, 28, 29, 30, 31, 32], "line2d": 4, "link": [17, 23], "linspac": 4, "list": [0, 6, 10, 11, 13, 16, 17, 18, 23, 27, 29, 31, 32], "list_nam": 9, "listen": 15, "liter": [7, 8], "literatur": [15, 30], "littl": [6, 15, 30], "live": [15, 21], "ll": [2, 6, 10, 13, 22, 23, 30], "load": [21, 28, 29, 31, 32], "loan": 7, "loc": [29, 33], "local": [1, 23, 25, 26], "locat": [6, 9, 23, 28, 31], "log": 23, "logic": [5, 10, 17, 25, 29], "login": 23, "logspac": 4, "london": 15, "long": [5, 6, 7, 9, 11, 15, 22, 30], "longer": 23, "look": [5, 6, 7, 8, 9, 10, 11, 15, 27, 30], "loop": [9, 13, 15], "lot": [2, 4, 7, 11, 16, 23, 30], "love": 15, "low": [6, 9, 11], "lower": [6, 8, 15, 30], "lowercas": 15, "lowercase_text": 30, "lt": 30, "lucern": 15, "lullabi": 15, "luxuri": 15, "lw": 4, "lyric": 30, "m": [6, 15, 23, 30], "machin": [11, 23], "maco": 26, "made": [10, 22, 30, 32], "magic": [7, 28], "magistr": 15, "magnitud": 5, "mai": [0, 5, 6, 7, 8, 11, 15, 21, 23, 26, 27, 28, 29, 30, 31, 32], "main": 26, "maintain": [22, 23], "make": [1, 4, 5, 6, 7, 8, 10, 11, 15, 18, 23, 25, 26, 27, 30, 32], "male": [27, 28, 29, 31, 32], "man": [0, 15], "manag": [15, 18, 23, 27], "mang": 15, "mani": [2, 3, 5, 6, 9, 10, 11, 15, 19, 21, 23, 25, 26, 28], "manipul": [28, 29, 30], "manual": [6, 22], "map": 0, "margaret": [15, 28, 29, 31, 32], "marguerit": 31, "mari": [15, 29, 31], "maria": 31, "mark": [6, 7, 8, 17, 26], "markdownfil": 3, "markedli": 2, "markup": 2, "mask": [29, 31], "masselmani": 31, "master": [29, 31], "match": [7, 15, 27], "materi": [1, 20, 21, 25], "math": [4, 7, 17], "mathemat": 6, "mathemath": 5, "matplotlib": 4, "matter": [5, 6, 11], "mattter": 23, "max": [9, 17, 32], "max_column": 28, "max_row": 28, "maximum": [9, 28], "mbox": 4, "mccarthi": [29, 31], "mcgowan": 31, "md": [2, 3], "me": [15, 21, 30], "mean": [1, 4, 5, 6, 8, 9, 11, 15, 17, 23, 25, 30, 32], "meaning": [8, 10], "meaningful_word": 30, "meaningful_words_t": 30, "meaningfulli": 8, "meant": 21, "measur": 9, "med": 15, "median": 32, "medium": 4, "melani": [1, 25], "melwalsh": 21, "memori": 29, "memory_usag": 28, "mention": [9, 23], "menu": [20, 22, 23], "merchant": 15, "mere": 15, "messag": [6, 7, 10, 17, 26, 30], "met": [5, 11, 17], "metadatacharact": 15, "metaphor": 25, "method": [0, 15, 18, 22, 24, 25, 27, 28, 29, 31, 32], "method_nam": 9, "metric": 11, "mi": 8, "microsoft": 23, "middl": 20, "might": [0, 5, 6, 7, 8, 16, 22, 23, 29, 30, 31], "min": [6, 9, 32], "mind": [10, 23, 25], "miniatur": 15, "minimum": [6, 9], "minu": [5, 9], "minut": [6, 15, 21, 22], "miss": [1, 18, 25, 27, 28, 29, 31, 32], "misspel": [6, 10], "mitski": 30, "mix": 11, "mockeri": 15, "mockingbird": 9, "moder": 11, "modern": 15, "modif": 17, "modifi": [1, 9, 17, 22, 23, 25], "modul": [8, 11, 17, 30], "modulo": 7, "moment": 11, "momentari": 15, "mondai": 15, "monoton": 15, "montvila": [28, 29, 31, 32], "monypeni": [29, 31], "moran": 29, "more": [1, 3, 4, 5, 6, 7, 8, 9, 10, 11, 13, 17, 23, 24, 25, 26, 27, 28, 29, 30, 32], "moreov": [2, 29], "most": [1, 2, 6, 7, 8, 9, 10, 15, 20, 21, 22, 23, 25, 26, 29, 30, 31], "most_common": 30, "most_frequent_meaningful_word": 30, "mostli": 23, "move": [9, 11, 23], "mr": [15, 28, 29, 31, 32], "much": [1, 5, 6, 10, 11, 23, 25, 28, 30, 32], "mule": 15, "mulipli": 5, "multipl": [6, 7, 9, 11, 17, 22, 30, 32], "multipli": [5, 7, 27], "murder": 15, "murderess": 15, "music": 30, "must": [0, 2, 7, 8, 10, 11, 23, 24, 26, 29], "mutabl": 6, "my": [10, 15, 30], "my_first_vari": 6, "myself": 30, "myst": 0, "mysteri": 15, "m\u00e5de": 15, "n": [2, 4, 6, 7, 9, 10, 15, 30], "name": [5, 7, 8, 17, 18, 22, 25, 27, 28, 29, 31, 32], "nameerror": [6, 8, 10, 30], "nan": [27, 28, 29, 31, 32], "narrow": 15, "nasser": 31, "navig": [16, 23], "nby": 15, "ndigit": 8, "necess": 15, "necessari": [7, 24], "necessarili": 7, "need": [3, 5, 6, 7, 8, 9, 10, 11, 15, 17, 20, 21, 22, 23, 24, 26, 27, 29, 30, 31], "neg": [6, 8, 9, 11, 17], "negat": 5, "neither": 8, "nest": [6, 10], "neurosci": 2, "never": 11, "new": [6, 7, 8, 9, 10, 11, 12, 15, 17, 22, 23, 30], "new_df": 28, "new_vari": 30, "newer": 22, "newest": [23, 26], "next": [5, 8, 9, 15, 22, 23, 32], "nichola": 31, "ning": 15, "non": [9, 15, 28, 29], "none": [8, 9, 23, 28], "nor": [15, 30], "normal": [7, 8, 10], "north": 15, "norton": [29, 31], "note": [0, 2, 5, 6, 7, 8, 30, 31], "notebook": [1, 2, 6, 7, 11, 12, 15, 22, 23, 25, 26, 28, 29, 30], "noth": 8, "notic": [5, 6, 10, 23], "notna": 29, "now": [5, 6, 8, 9, 11, 23, 26, 27, 28, 30], "np": 4, "null": [28, 29], "num_as_float": 7, "num_as_int": 7, "num_as_str": 7, "num_class": 7, "num_per_class": 7, "num_stud": 7, "number": [5, 6, 8, 9, 10, 15, 17, 18, 23, 27, 28, 29, 30], "number_of_desired_word": 30, "numer": [5, 18, 32], "numeric_onli": 32, "numpi": 4, "nurs": 15, "o": [9, 15, 23, 28], "o2": [28, 29, 31, 32], "obei": 6, "object": [17, 18, 27, 28, 29, 31], "object_nam": 9, "obtain": 27, "obviou": 0, "oc": 6, "occur": [7, 8, 22], "occurr": 15, "ocean": 15, "odiou": 15, "off": [2, 3, 8, 23], "offer": [1, 25, 29, 31], "offic": [17, 19, 31], "offici": [1, 11, 25, 31, 32], "often": [0, 5, 7, 10, 15, 18, 26, 30], "og": 15, "oh": 15, "ok": 30, "old": [6, 9, 27], "older": 23, "om": 15, "omit": 8, "onc": [6, 9, 10, 17, 23, 30], "one": [2, 5, 6, 7, 8, 9, 10, 11, 15, 17, 23, 26, 27, 30], "ones": 11, "onli": [5, 6, 9, 11, 15, 22, 23, 26, 27, 28, 29, 30, 31, 32], "onlin": [8, 15, 19, 20, 21], "open": [11, 15, 24, 30], "oper": [6, 8, 9, 10, 11, 18, 26, 27, 28, 29, 30, 31], "operand": [5, 7, 17], "opportun": 13, "opposit": [5, 17], "opreat": 5, "optim": 29, "option": [0, 5, 22, 23, 26, 28], "optr\u00e6der": 15, "oq": 29, "ord": 15, "orden": 15, "order": [5, 6, 8, 9, 10, 23, 27], "org": [0, 2, 15, 23], "organ": [6, 27], "origin": [6, 9, 10, 11, 17, 18, 29, 30], "ork": 28, "other": [1, 3, 6, 7, 8, 9, 10, 15, 17, 19, 20, 21, 22, 23, 24, 25, 26, 30, 31], "otherwis": [5, 8, 10, 11], "oticaps": 9, "our": [1, 6, 10, 12, 13, 15, 17, 19, 23, 24, 25, 26, 30, 32], "ourselv": [26, 30], "out": [1, 4, 5, 6, 7, 8, 9, 10, 11, 15, 23, 25, 28, 30], "outer": [8, 29], "output": [3, 5, 6, 7, 8, 9, 11, 17, 23, 27, 30], "outsid": [6, 11, 30], "over": [10, 11, 21, 23, 30], "overlook": 0, "overview": [2, 5, 28], "overwrit": [6, 10], "overwritten": [9, 10], "owen": [28, 29, 31, 32], "own": [6, 9, 11, 12, 20, 21, 30, 31], "p": [10, 28], "pacif": 15, "packag": [23, 26, 30], "page": [1, 2, 3, 10, 11, 15, 20, 21, 23, 24, 25], "pages_read": 10, "pages_remain": 10, "pages_written": 11, "pain": 10, "palsson": [29, 31], "panda": [1, 16, 17, 24, 25, 33], "paper": 11, "paramet": [17, 27, 28], "parch": [28, 29, 31, 32], "parent": 22, "parenthes": [6, 8, 11, 27, 29], "parser": 0, "part": [1, 6, 7, 9, 17, 24, 25, 31], "parti": 23, "particip": 13, "particular": [9, 17, 18], "particularli": [29, 31], "partli": 15, "paslei": 2, "pass": [6, 8, 17, 32], "passeng": [28, 29, 32], "passengerid": [28, 29, 31, 32], "past": [11, 22], "path": [3, 19, 22], "pathwai": 23, "patient": 21, "patrick": [28, 29, 31, 32], "pattern": [10, 15, 32], "pc": [23, 28, 29, 31, 32], "pclass": [28, 29, 31, 32], "pd": [26, 28, 29, 31, 32], "pdf": [1, 25], "peel": [28, 29, 31, 32], "peopl": [6, 7, 8, 23, 26, 30], "per": [7, 32], "percentag": 5, "perfect": 7, "perfectli": 11, "perform": [6, 7, 11, 15, 17, 29, 31], "perhap": 23, "period": [7, 15], "perkin": 30, "persist": 10, "person": [6, 8], "perspect": 25, "petersburgh": 15, "pg84": 15, "philosoph": 9, "phrase": 15, "pick": 30, "pictur": 15, "piec": 17, "pig": 10, "ping": 8, "pip": 26, "pip3": 23, "pitfal": 0, "place": [5, 8, 9, 15, 19], "placement": 10, "plain": [15, 18], "plank": 31, "platform": 19, "pleas": [1, 12, 25], "plot": 4, "plt": 4, "plu": [7, 15], "point": [15, 17, 18, 23, 30], "pointer": 8, "poor": [8, 15], "poorli": 30, "pop": [9, 23], "popular": 19, "portion": [5, 9, 18], "portrait": 15, "posit": [5, 6, 9, 11, 15, 17, 27, 29, 31], "possess": 13, "possibl": [15, 17, 23], "possibli": 7, "post": [4, 11], "potenti": [0, 18, 29], "potter": [29, 31], "pow": 5, "power": [2, 5, 31, 32], "powershel": 22, "practic": 6, "pre": 17, "preced": [11, 15], "precis": [6, 8, 17, 30], "predefin": 32, "predict": [2, 8, 23], "prefer": [], "preinstal": 23, "prepar": 13, "presenc": 3, "present": [1, 25, 29], "preserv": 15, "press": [11, 22, 23], "pressur": [11, 28], "presumpt": 15, "prevent": 7, "preview": 9, "previou": [6, 10, 15, 29, 32], "price": [27, 32], "primari": [19, 20], "print": [3, 7, 8, 9, 10, 15, 17, 20, 21], "printout": 6, "prior": 21, "privat": 23, "probabl": [6, 30], "problem": [0, 7, 8, 10], "problemat": 8, "process": [5, 11, 15, 16, 17, 23], "produc": [8, 9, 10], "product": 5, "program": [5, 6, 7, 8, 9, 10, 16, 17, 19, 23, 30], "progress": 15, "project": [6, 11, 15, 20, 21, 22], "prometheu": 15, "promis": [6, 15, 30], "prompt": [22, 26], "proof": 15, "prop_cycl": 4, "proper": [1, 25], "properli": [2, 10, 11, 30], "properti": [5, 18, 29, 31], "proverbi": [1, 25], "provid": [6, 11, 17, 18, 22, 23, 24, 26, 27, 28, 29, 31, 32], "pseudocod": 11, "puberti": 30, "punctuat": [6, 8, 30], "punktum": 15, "pure": [29, 31], "purpos": [2, 8], "put": [6, 15, 30], "pwd": 28, "py": 30, "pyplot": 4, "python": [1, 5, 7, 8, 9, 10, 11, 12, 13, 15, 16, 17, 18, 22, 24, 25, 26, 27, 28, 29, 30], "python3": [23, 30], "python_regex": 15, "p\u00e5": 15, "q": [28, 29, 31, 32], "queri": 7, "question": [5, 6, 7, 8, 9, 10, 11], "quick": 28, "quickli": 30, "quit": 11, "quot": [7, 10], "quotat": [6, 7, 8, 17], "quotient": 5, "r": 15, "rae": 30, "rain": 15, "rais": 30, "ramsai": 2, "randint": 11, "randn": 4, "random": [4, 11], "rang": [4, 5, 9, 11, 17, 29, 31], "rangeindex": [28, 29], "rapidli": 15, "rare": 9, "rate": 27, "rather": [6, 9, 10, 31], "raw_text": 15, "rcparam": 4, "re": [11, 15, 22, 23, 31], "reach": 10, "read": [6, 7, 8, 10, 11, 17, 23, 25, 26, 29, 30, 31, 32, 33], "read_": 28, "read_csv": [28, 29, 31, 32], "read_excel": 28, "readabl": [6, 30, 31], "reader": [0, 11, 26], "readi": [23, 28], "readthedoc": 0, "real": [6, 11, 17, 30], "realiti": 15, "realiz": 15, "realli": 11, "realpython": 23, "reason": [7, 8, 25], "reassign": 6, "recent": [6, 7, 8, 9, 10, 22, 30], "recognit": [1, 25], "recommend": [6, 11, 23, 24, 25], "recompens": 15, "rectangular": 32, "red": [6, 10], "redgreenblu": 10, "refer": [0, 2, 5, 7, 9, 11, 16, 17, 18], "reflect": [20, 22], "regard": 8, "regex101": 15, "regular": [2, 9, 11, 15, 22], "reinforc": [6, 30], "rel": [6, 15, 28], "relat": [0, 11, 15, 19, 26], "releas": 23, "relev": [6, 15], "reli": 26, "reliabl": 23, "remain": [7, 8, 10, 11, 15], "remaind": [5, 7], "remark": 15, "rememb": [6, 7, 8, 9, 10, 11, 12, 19, 29, 30], "remov": [9, 10, 15, 17, 23, 30], "renam": 22, "render": 2, "reopen": 6, "reorder": 10, "repeat": [7, 8, 10, 17], "repeatedli": 11, "replac": [6, 10, 15, 22], "replic": 21, "report": [5, 6, 8, 9], "repres": [5, 7, 9, 17, 18, 27, 28, 29, 32], "reproduc": 4, "republ": 15, "request": [15, 23], "requir": [0, 7, 8, 11, 17, 23, 24, 25, 26, 27, 29], "rerun": 6, "research": 23, "reserv": [6, 30], "reset": 6, "reshap": [18, 27], "resist": [6, 30], "resourc": 19, "respect": [22, 23, 29, 32], "respond": 23, "ressourc": [1, 25], "rest": [3, 15], "restor": 15, "result": [5, 6, 7, 8, 9, 10, 11, 15, 28, 29, 30, 32], "retain": 10, "rethink": 6, "retreat": 15, "retriev": 15, "return": [5, 7, 9, 11, 15, 17, 23, 27, 28, 29, 30, 31, 32], "reusabl": 17, "reuss": 15, "rev": [28, 29, 31, 32], "reveal": [20, 21], "revers": 9, "revert": 22, "review": [12, 15, 25], "rewrit": 31, "rgb": 10, "rice": [29, 31], "rich": 8, "richard": [29, 31], "rid": 15, "right": [5, 6, 7, 9, 15, 21, 22, 23], "rint": 28, "rise": 15, "risk": 0, "robert": [2, 15], "robust": 29, "rock": 15, "roman": 15, "romeo": 9, "room": 9, "root": 23, "row": [7, 18, 27, 28, 32], "rule": [6, 8, 11, 17], "run": [1, 3, 5, 6, 8, 10, 11, 12, 20, 21, 22, 24, 25, 26, 28, 30], "runtim": [9, 10], "russia": 15, "russian": 15, "rut": 31, "sa": 15, "safe": 9, "sai": [6, 7, 15, 23], "sake": 30, "salli": [29, 31], "same": [2, 5, 6, 8, 9, 11, 21, 27, 28, 30, 31, 32], "sampl": 4, "san": 15, "sandstrom": 31, "saundercock": 31, "save": [22, 23, 28], "savil": 15, "scenario": [9, 29, 31], "scene": 15, "scienc": [6, 19], "scipt": 11, "scope": 15, "scratch": 17, "screen": 23, "script": [6, 13, 22, 26, 30], "scroll": 23, "se": 0, "sea": 15, "search": [15, 22], "season": 10, "sec": 6, "second": [5, 6, 7, 9, 10, 11, 13, 15, 22, 31], "secret": 11, "secret_numb": 11, "section": [5, 12, 22], "see": [0, 1, 2, 3, 4, 6, 7, 8, 9, 12, 15, 17, 20, 21, 22, 23, 26, 27, 28, 30, 32], "seealso": 0, "seed": 4, "seem": [5, 16, 17], "seen": [6, 8, 29, 31], "select": [6, 9, 18, 22, 23, 27, 28, 32], "self": [6, 8, 23], "sell": 23, "semant": 25, "semest": 7, "sens": [5, 6, 7, 8, 15, 23, 32], "sensit": 23, "sentenc": 8, "separ": [6, 7, 9, 18, 26, 28, 29], "sequenc": [5, 10, 17, 18], "seri": [6, 17, 23], "seriou": 0, "serv": 2, "servant": 15, "server": 22, "servic": [21, 22], "session": 23, "set": [5, 6, 7, 9, 10, 11, 15, 17, 18, 22, 23, 24, 27, 28, 30], "set_opt": 28, "sever": [0, 11, 23, 24], "sex": [27, 28, 29, 31, 32], "shakespear": 15, "shape": [18, 27, 29], "share": 11, "shatter": 15, "she": [5, 30], "shell": 26, "shellei": 15, "shift": [22, 25], "short": [5, 6, 11, 13, 17, 30, 31], "shortcut": [22, 32], "shorten": 9, "should": [1, 3, 7, 10, 11, 20, 23, 25, 28, 30], "shoulder": [1, 25], "show": [2, 3, 6, 8, 10, 15, 22, 28, 30], "shown": [5, 9, 23], "shut": [8, 22], "shutdown": 22, "sibsp": [28, 29, 31, 32], "side": [0, 5, 9, 23], "sidebar": [20, 22], "sign": [1, 4, 6, 7, 15, 25, 30], "signal": 10, "similar": [0, 2, 9, 11, 12, 27], "similarli": 31, "similiar": 11, "simpl": [2, 6, 8, 9, 10, 11, 18, 24, 28, 31], "simpler": [8, 30], "simpli": [10, 23, 30], "simplifi": [18, 26, 27, 29, 31], "sin": 15, "sinc": [7, 8, 11], "singl": [6, 7, 9, 17, 18, 22, 29, 30], "single_lett": 10, "site": [15, 30], "situat": 8, "six": 15, "size": [9, 32], "skew": 32, "skill": 11, "skip": [23, 28], "skrevet": 15, "skull": 15, "slice": [29, 31], "slight": 2, "slightli": [8, 23], "slither": 23, "sloper": 31, "slow": [9, 11, 23], "small": [2, 13, 15, 17], "smaller": [8, 11, 17], "smallest": 8, "smart": 15, "smith": 10, "smooth": 23, "sm\u00e5t": 15, "snake": 6, "so": [0, 1, 3, 5, 6, 7, 9, 10, 11, 12, 15, 17, 21, 22, 23, 24, 25, 26, 28, 30, 31], "social": 6, "softwar": [17, 23, 27], "solut": 31, "solv": [0, 6, 8, 11, 15, 23], "some": [2, 4, 5, 6, 7, 9, 10, 11, 15, 17, 19, 23, 24, 30], "someon": 6, "someth": [0, 6, 10, 11, 17, 23, 27, 30], "sometim": [6, 23, 30], "song": 9, "sort": 15, "soton": 29, "soul": 15, "sourc": [6, 8, 20, 21, 25, 28], "southern": 15, "sp": 30, "space": [5, 6, 10, 11, 15, 17, 22, 23, 30], "span": 2, "special": [0, 2, 5, 6, 8, 15, 18, 29, 31], "specif": [2, 7, 9, 11, 17, 18, 22, 28, 31, 32], "specifi": [5, 8, 9, 10, 17, 27, 28, 29, 31], "speed": [11, 31], "spell": 8, "sphinx": 2, "split": [30, 32], "split_into_word": 30, "split_word": 30, "spoke": 8, "spotlight": 22, "spreadsheet": [7, 27, 28], "spring": 10, "squar": [5, 6, 7, 9, 31], "ssl": 23, "st": 15, "stabl": 0, "stackoverflow": 19, "staff": 23, "stai": 11, "stand": [1, 2, 15, 17, 18, 25], "standard": [0, 6, 7], "start": [0, 2, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 15, 16, 17, 22, 24, 27, 30, 31], "starter": 2, "state": [4, 5, 10, 22], "statement": [6, 8, 9, 18, 26, 27, 29, 31], "statist": 33, "std": 32, "steadi": 15, "steder": 15, "step": [10, 11, 32], "still": [6, 7, 10, 26], "stitch": 15, "stoker": 30, "ston": [28, 29, 31, 32], "stone": [9, 30], "stop": [5, 6, 9, 11, 15, 17, 22], "stopword": 30, "storag": [6, 9], "store": [2, 7, 9, 17, 18, 23, 27, 28, 30], "stori": 15, "storm": 15, "stort": 15, "str": [5, 7, 8, 9], "straightforward": [29, 31], "strang": 15, "strengthen": [6, 30], "stride": 9, "string": [11, 15, 27, 28], "strip": 15, "strong": [11, 15], "strongli": 10, "structur": [2, 9, 11, 17, 18, 27, 32], "student": [1, 23, 24], "stuff": 23, "style": 0, "subplot": 4, "subscript": 6, "subselect": 32, "subsequ": 22, "subset": [28, 31, 32, 33], "substr": 5, "subtract": [8, 17], "succesfulli": 23, "suddenli": 15, "suggest": [0, 19, 20, 21], "sum": [5, 28], "summari": [28, 31, 33], "summer": 10, "sundai": 15, "super": 15, "support": [3, 8, 9, 28, 32], "suppos": 11, "sure": [1, 4, 11, 23, 25, 26, 30], "surround": [5, 17, 29], "surveil": 23, "surviv": [28, 29, 31, 32], "sutehal": 29, "sw": 30, "swap": [18, 27], "sweat": 11, "switz": 15, "symbol": [6, 15, 17], "syntax": [0, 2, 5, 9, 18, 26, 27, 30, 31], "syntaxerror": [8, 30], "system": [11, 23], "s\u00e5": [0, 15], "t": [2, 4, 5, 6, 8, 9, 10, 11, 15, 16, 17, 22, 23, 26, 28, 30], "tab": [10, 11, 17, 22, 23], "tabl": [6, 10, 18, 29, 32], "tabular": [18, 33], "take": [0, 5, 6, 8, 9, 10, 11, 13, 15, 17, 21, 23], "taken": 11, "tale": 15, "talk": 6, "tap": 22, "task": [10, 15, 17, 29, 31], "taught": 7, "teach": [1, 7, 15, 25], "technic": [23, 31], "technologi": 19, "tediou": 23, "tekstern": 15, "tell": [5, 8, 10, 23, 29], "temperatur": 9, "temperature_001": 9, "temperature_002": 9, "temporari": 6, "tempt": [6, 30], "temptat": [6, 30], "ten": 7, "tendenc": 15, "term": [6, 8, 9, 15, 16, 23], "termin": [22, 26], "terminologi": 16, "terribl": 15, "test": [7, 15], "tester": 15, "tex": 4, "text": [2, 3, 5, 6, 7, 15, 17, 18, 22, 27, 30], "text_end": 15, "text_start": 15, "th": [15, 28, 29, 31, 32], "than": [5, 6, 7, 8, 10, 11, 23, 28, 29, 30, 31], "thank": [1, 25], "thei": [2, 5, 7, 8, 9, 10, 11, 15, 23, 29, 30, 31], "theirs": 30, "them": [5, 6, 8, 9, 10, 11, 12, 17, 22, 23, 24, 30, 31], "themselv": 30, "therefor": [5, 9, 32], "thermomet": 9, "thi": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 12, 13, 15, 16, 17, 18, 22, 23, 24, 26, 27, 28, 29, 30, 31, 32], "thing": [3, 5, 6, 10, 11, 15, 19], "think": [6, 7, 10, 17, 20, 30], "third": [7, 9, 10, 23], "thoma": [15, 29, 31], "thompson": 31, "those": [2, 6, 30, 31], "though": [5, 26, 28, 30], "three": [6, 7, 20, 23, 27, 28], "threshold": 29, "through": [10, 11, 12, 16, 23, 26, 30], "throw": 7, "thu": [5, 6, 8, 9, 11], "thunderstorm": 15, "thursdai": 15, "ti": 9, "ticket": [28, 29, 31, 32], "till": 11, "time": [1, 5, 7, 9, 10, 11, 15, 17, 22, 23, 25, 32], "timothi": [29, 31], "tin": [8, 9], "tini": [6, 30], "tip": 0, "tire": [6, 30], "titan": [28, 29, 31, 32], "titl": 27, "tjekk": 15, "to_": 28, "to_excel": 28, "todai": 15, "togeth": [1, 5, 9, 15, 17, 23, 25, 26, 32], "toggl": 20, "too": [6, 11, 28, 30], "took": 11, "tool": [2, 15, 17, 23, 29, 31], "toolbar": [20, 21, 22], "top": [3, 11, 20, 21, 22, 26], "topic": 13, "torborg": 31, "torpor": 15, "tot_sec": 6, "total": [10, 28, 29], "total_second": 6, "tow": 15, "trace": [6, 8, 11], "traceback": [6, 7, 8, 9, 10, 30], "track": 10, "trackpad": 22, "tradit": 7, "travers": 9, "treat": [3, 5, 6], "troubl": [19, 23], "true": [5, 6, 15, 17, 28, 29, 30, 32], "true_upper_cas": 15, "truncat": 28, "truth": [5, 17], "try": [6, 7, 8, 10, 11, 15, 23, 25], "tupl": [27, 28, 29], "turk": 15, "turkish": 15, "turn": [11, 31], "tutori": 32, "twice": [8, 15], "two": [1, 2, 3, 5, 7, 8, 9, 11, 15, 17, 22, 23, 25, 27, 28, 29, 32], "txt": [15, 30], "type": [0, 6, 8, 10, 11, 12, 18, 22, 23, 27, 28, 29, 32], "typecast": 7, "typeerror": [6, 7, 8, 9], "typic": [0, 6, 8, 15, 17, 18, 27, 32], "u": [1, 6, 8, 11, 15, 20, 25, 28, 29], "ucph": 17, "unchang": [5, 17], "uncl": 15, "unclear": 30, "uncouth": 15, "undefin": 18, "under": [12, 15, 22, 23, 30], "underneath": 5, "underscor": [6, 15, 30], "understand": [0, 3, 5, 6, 8, 10, 11, 13, 15, 16, 17, 24, 28, 30], "undo": 22, "unexpect": [8, 10, 11], "unfamiliar": 16, "uniqu": 18, "univers": [1, 5, 23, 24, 25], "unknown": 28, "unlik": [6, 23], "unlimit": 15, "unnest": [10, 11], "unreason": 7, "unsupport": 7, "unsur": 22, "untermin": 8, "until": [6, 8, 10, 11, 15, 17, 23, 30], "up": [1, 5, 7, 8, 9, 10, 11, 23, 25, 30, 31], "updat": [7, 10, 23, 26, 27], "upload": [22, 23], "upper": [6, 8, 30], "upper_case_word": 15, "uppercas": 15, "urg": 23, "url": [15, 22], "urllib": 15, "urlopen": 15, "us": [0, 2, 3, 5, 8, 9, 12, 15, 17, 18, 19, 22, 24, 26, 27, 28, 29, 30, 32], "usag": 29, "user": [11, 23], "user_guess": 11, "user_input": 11, "usual": [6, 7, 8, 11, 17, 32], "utf": [15, 30], "util": [22, 23], "uw": 21, "u\u00e6gt": 15, "vagabond": 15, "valid": 29, "valu": [5, 10, 11, 17, 18, 27, 29, 30, 31, 32], "valuabl": 7, "value_count": 32, "valueerror": [7, 30], "vand": 31, "vander": [29, 31], "vari": [5, 8], "variabl": [5, 8, 9, 11, 12, 23, 28, 32], "variat": 2, "variou": [8, 11, 27], "ve": [8, 15, 16, 30], "ved": 15, "verbos": 31, "veri": [0, 10, 12, 15, 27, 28, 30], "versatil": 29, "version": [15, 21, 22, 26, 30], "versu": 32, "vestrom": 31, "via": 26, "victor": [29, 31], "video": 31, "view": [7, 22, 27, 28], "vil": 15, "villag": 15, "violat": 8, "violent": 15, "vise": 0, "visit": [1, 8, 25], "v\u00e6re": 15, "w": [28, 29, 30, 31, 32], "w3school": 15, "wa": [9, 10, 15, 20, 21, 22, 25, 30], "wai": [5, 6, 7, 8, 11, 12, 15, 17, 18, 24, 25, 26, 27, 31], "walk": 23, "wallpap": 30, "wallpaper_charlott": 30, "walsh": [1, 7, 25], "walton": 15, "want": [4, 6, 8, 10, 11, 15, 22, 23, 26, 28, 30, 31], "warn": 0, "watch": 15, "wauw": 11, "we": [1, 5, 6, 7, 8, 9, 10, 11, 12, 15, 16, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32], "wear": [6, 30], "web": [19, 22], "webpag": 20, "websit": [15, 19, 23], "week": 15, "welcom": [11, 24], "well": [1, 4, 6, 7, 8, 13, 23, 25, 30, 32], "wendi": 2, "were": [6, 10, 11, 15, 23, 30], "whale": 10, "what": [5, 6, 10, 15, 17, 20, 23, 29, 30, 31, 32], "when": [2, 3, 6, 9, 10, 15, 16, 17, 19, 22, 23, 26, 27, 29, 30], "whenev": 16, "where": [0, 6, 7, 8, 9, 10, 11, 15, 17, 18, 22, 23, 26, 27, 28, 29, 30, 31], "wherea": [2, 27, 29, 32], "whether": [2, 5, 17, 23, 27, 28], "which": [3, 5, 6, 7, 8, 9, 10, 11, 12, 15, 17, 23, 26, 27, 29, 30], "while": [5, 6, 8, 9, 15, 17, 22, 23, 27, 30, 31], "white": 15, "who": [6, 23, 30], "whole": [5, 7, 9, 10, 15, 17, 28], "whom": 30, "whose": [1, 15, 17, 25, 28], "why": [5, 6, 7, 9, 15, 30], "wide": [18, 26, 27, 31], "widespread": 15, "widow": 15, "wikipedia": 25, "wil": 7, "william": [28, 29, 31, 32], "wilson": [29, 31], "win": 23, "window": 26, "winter": 10, "wise": 29, "wish": [23, 24], "within": [9, 11, 17, 22, 27, 28, 32], "without": [6, 9, 10, 11, 17, 21, 27, 28], "wollstonecraft": 15, "women_louisa": 30, "won": [6, 30], "wonder": 5, "wonderland_lewi": 30, "word": [6, 8, 10, 15, 30], "work": [1, 4, 5, 6, 7, 11, 12, 15, 17, 20, 21, 22, 23, 24, 25, 26, 30], "workbook": 30, "workshop": 15, "world": [7, 8, 17], "worri": [6, 23, 28, 30], "would": [0, 5, 6, 7, 9, 10, 11, 20, 21, 27, 30], "wrap": [6, 25], "wreck": 15, "wretch": 15, "write": [0, 2, 3, 6, 7, 8, 9, 10, 11, 13, 15, 17, 23, 33], "written": [2, 3, 7, 11, 15, 17], "wrong": [8, 11], "www": 15, "x": [5, 6, 9, 17, 23], "xlsx": 28, "y": [5, 6, 9, 15], "year": [6, 7], "yellow": 30, "yesterdai": 15, "yet": [6, 16], "you": [0, 1, 2, 3, 4, 7, 8, 9, 10, 11, 12, 13, 15, 16, 17, 18, 19, 20, 21, 22, 25, 26, 27, 28, 29, 30, 31], "your": [1, 2, 3, 4, 5, 6, 8, 10, 11, 12, 15, 17, 19, 20, 21, 22, 24, 25, 28], "your_chosen_vari": 30, "your_vari": 7, "yourself": [6, 30], "yourselv": 30, "z": [8, 30], "zero": [5, 7, 8, 9, 10, 11, 17], "zeroth": 9, "\u00e6gte": 15}, "titles": ["Admonition Boxes", "Welcome", "Markdown Files", "Notebooks with MyST Markdown", "Content with notebooks", "Data Types", "Variables and Assignment", "Data Types and Type Conversion", "Built-in Functions and Help", "Lists", "For Loops", "Conditionals", "Part 1", "Part 2", "2024 Open Data Science", "RegEx and Frankenstein", "Learn All the New Words", "Dictionary for Absolute Beginners", "Dictionary for Pandas", "Get Help and Find Documentation", "Interact With This Book", "How to Interact With This Book", "Open and Navigate JupyterLab", "Install & Run Python", "Sign Up for a Course", "Welcome", "Getting Started with Pandas", "Pandas DataFrame", "Read and Write Tabular Data", "Subsets", "Variables", "loc and iloc", "Summary Statistics", "Getting Started with Data Analysis"], "titleterms": {"1": [6, 7, 8, 9, 10, 11, 12, 22, 23], "2": [6, 7, 8, 9, 10, 11, 13, 22, 23], "2024": 14, "3": [6, 7, 8, 9, 10, 11, 23], "4": [6, 7, 8, 9, 10, 11], "5": [6, 7, 9, 10], "6": [7, 9, 10], "7": [9, 10], "8": 9, "A": [11, 15, 28, 29], "For": [10, 22], "The": [5, 8, 11], "To": 30, "With": [20, 21], "about": [24, 31], "abov": 11, "absolut": 17, "accumul": 10, "ad": 7, "add": [3, 23], "addit": 11, "admonit": 0, "aggreg": 32, "all": 16, "along": 15, "alt": 0, "an": [0, 3, 11], "analysi": 33, "analyz": 11, "andetst": 0, "anoth": 23, "append": [9, 17, 27], "appl": [22, 23], "ar": [6, 9, 11, 24], "argument": [8, 17], "aria": [1, 20, 21, 22, 23, 25], "arithmet": 17, "assign": [6, 7, 17, 30], "attend": 24, "attribut": [1, 18, 25, 27], "automat": 7, "b": 15, "back": 9, "bar": 20, "base": [27, 29], "befor": [6, 24], "beginn": 17, "between": [6, 9], "beyond": 9, "blank": [9, 10, 11], "block": [4, 11], "book": [0, 20, 21], "boolean": [5, 17], "both": [22, 23], "box": 0, "bracket": [15, 29], "built": [5, 8], "calcul": 6, "call": 29, "can": [5, 6, 7], "case": 6, "categor": 32, "categori": 32, "cell": [3, 6], "certain": 8, "chang": [7, 9], "charact": [8, 9], "check": 23, "choos": [6, 7, 30], "citat": 2, "class": [0, 1, 6, 7, 8, 9, 10, 11, 20, 21, 22, 23, 25, 27, 28], "classifi": 10, "click": [20, 21, 23], "cloud": 21, "code": [4, 5, 11, 20, 21], "colab": 23, "column": [27, 28, 29, 31], "combin": 31, "comment": [8, 17], "common": [0, 1, 22, 25], "comparison": 5, "compound": 11, "concaten": [5, 17], "condit": [11, 17, 29], "contain": 9, "content": [4, 12, 13, 33], "control": [7, 11], "convent": 6, "convers": 7, "copi": 9, "correctli": 23, "count": 32, "cours": 24, "creat": [3, 6, 27, 28, 29, 31, 32], "creativ": [1, 25], "csv": [18, 28, 29, 31, 32], "cumul": 10, "curli": 15, "current": 28, "data": [5, 7, 9, 14, 17, 27, 28, 32, 33], "datafram": [18, 27, 28, 29, 31, 32], "deal": 7, "default": 8, "delet": 9, "den": 0, "dereft": 0, "descript": 32, "develop": 17, "dice": 11, "dictionari": [17, 18, 27], "did": 23, "differ": [7, 8, 9], "direct": 2, "directori": [22, 28], "displai": [6, 30], "divis": 7, "document": [8, 17, 19], "doe": 11, "don": 7, "doubl": 5, "doubt": 24, "download": [20, 21, 23], "dtype": 28, "elif": 11, "els": 11, "empti": 9, "end": 9, "environ": 17, "equal": 5, "er": 0, "erda": 23, "error": [8, 10], "everi": 8, "exampl": [0, 3, 11], "excel": 28, "execut": [10, 11], "exercis": [6, 7, 8, 9, 10, 11, 27, 28], "exist": 27, "expand": [20, 21], "expon": 5, "express": 29, "fa": [1, 6, 7, 8, 9, 10, 11, 20, 21, 22, 23, 25, 27, 28], "fab": [1, 20, 21, 22, 23, 25], "file": [2, 15, 22, 28, 29, 30, 31, 32], "fill": [9, 10, 11], "filter": [28, 29], "find": [6, 19], "first": 27, "float": [5, 7, 17], "fra": 0, "frankenstein": 15, "freeli": 7, "from": [9, 26, 28, 29, 30, 31, 32], "full": [20, 21], "function": [5, 8, 11, 17], "fundet": 0, "f\u00f8lger": 0, "f\u00f8rst": 0, "game": 11, "geeksforgeek": 19, "get": [6, 19, 23, 26, 28, 33], "github": [20, 21], "good": 30, "googl": 23, "group": 32, "groupbi": 32, "guess": 11, "guid": [], "happen": 8, "have": [5, 7, 8], "head": 28, "help": [8, 19], "her": 0, "herund": 0, "hidden": [1, 20, 21, 22, 23, 25], "how": [5, 9, 10, 21, 23], "i": [0, 1, 2, 6, 7, 8, 9, 10, 11, 20, 21, 22, 23, 25, 27, 28], "id": 17, "identifi": 10, "iloc": 31, "immut": [9, 17], "impact": 11, "import": [26, 27, 28, 29, 31, 32], "indent": 17, "index": [5, 6, 9, 17, 18, 29], "infinit": 11, "info": 28, "inform": [28, 31], "input": 11, "insid": [5, 11], "instal": [23, 26], "integ": [5, 6, 7, 17], "integr": 17, "interact": [20, 21], "isna": 28, "issu": [20, 21], "item": [9, 10], "jupyt": [0, 20, 21, 30], "jupyterlab": [22, 23], "kei": [5, 6, 7, 8, 9, 10, 11, 27, 28, 29, 32], "kind": 7, "kode": 0, "lab": [], "larg": 9, "last": 8, "learn": [2, 5, 6, 7, 8, 9, 10, 11, 16], "length": [6, 7], "librari": 17, "limit": [6, 30], "list": [9, 15, 30], "loc": 31, "look": 23, "loop": [10, 11, 17], "mac": 23, "maco": [22, 23], "mai": 9, "make": [20, 21], "mark": [5, 15], "markdown": [0, 2, 3, 4], "mathemat": 5, "max": 8, "meaning": 6, "media": 11, "memori": 28, "messag": 8, "metacharact": 15, "metadata": 3, "method": [5, 9, 23], "min": 8, "mix": 7, "modulenotfounderror": 26, "modulu": 5, "more": [2, 15, 31], "multipl": [5, 10, 29], "must": 6, "mutabl": [9, 17], "my": 0, "myst": [2, 3, 4], "name": [6, 10, 30], "nan": 18, "navig": 22, "new": [16, 27], "note": [11, 28, 29], "notebook": [3, 4, 20, 21], "notic": [9, 11], "notna": 28, "number": [7, 11, 32], "object": [5, 6, 7, 8, 9, 10, 11], "off": [6, 30], "offici": [19, 23], "often": 11, "onc": 11, "onli": [7, 8], "open": [14, 20, 21, 22, 23], "oper": [5, 7, 17, 32], "order": 11, "our": 27, "output": [4, 20, 21], "overwrit": 9, "own": 27, "panda": [18, 19, 26, 27, 28, 29, 31, 32], "part": [12, 13], "path": 23, "pd": [18, 27], "pdf": [20, 21], "pencil": [6, 7, 8, 9, 10, 11, 27, 28], "persist": 6, "pip": 23, "pipe": 15, "plai": 20, "point": [5, 6, 7, 8, 9, 10, 11, 27, 28, 29, 32], "powershel": 23, "predict": 6, "print": [6, 11, 30], "problem": 11, "program": 11, "pypi": 26, "python": [6, 19, 23], "question": 15, "quickli": 3, "quotat": 5, "rang": 10, "rather": 23, "re": 30, "read": [15, 28], "recap": 7, "record": 32, "regex": 15, "renam": 27, "rendered": 0, "replac": 9, "represent": 27, "return": 8, "revers": 10, "rocket": 21, "role": 2, "round": 8, "row": [29, 31], "run": 23, "runtim": 8, "sampl": 2, "scienc": 14, "screen": [20, 21], "script": 11, "select": [29, 31], "sensit": 6, "seri": [18, 27, 29], "shape": 28, "show": [20, 21], "sign": [5, 24], "simplest": 23, "singl": 5, "slice": [5, 6, 9, 17], "social": 11, "solid": [6, 7, 8, 9, 10, 11, 27, 28], "solut": [6, 7, 8, 9, 10, 11, 27, 28], "some": 8, "someth": [7, 8], "sort": 9, "specif": 29, "specifi": 11, "spot": 8, "squar": [15, 29], "start": [23, 26, 33], "statement": [10, 11, 17], "statist": 32, "step": [9, 22, 23], "store": 6, "string": [5, 6, 7, 8, 9, 10, 17], "strive": 30, "structur": 10, "student": 7, "subset": [18, 29], "substr": 6, "sum": 10, "summari": 32, "swap": 6, "syntax": [8, 10, 11, 17], "system": 22, "t": 7, "tabl": [5, 9, 27], "tabular": 28, "tail": 28, "termin": 23, "test": [0, 11], "thei": 6, "them": 7, "thi": [0, 11, 20, 21], "through": 9, "til": 0, "ting": 0, "tip": 22, "titl": 0, "todo": 0, "trace": 10, "transpos": [18, 27], "true": [1, 11, 20, 21, 22, 23, 25], "turn": 30, "type": [5, 7, 9, 17], "up": 24, "upgrad": 26, "us": [6, 7, 10, 11, 23, 31], "usag": 28, "user": 22, "v": 30, "valu": [6, 7, 8, 9, 28], "variabl": [6, 7, 10, 17, 30], "version": [0, 23], "w": 15, "w3school": 19, "wa": 23, "wai": 23, "welcom": [1, 25], "well": 15, "what": [2, 7, 8, 9, 11], "when": [7, 8, 11, 31], "whether": 11, "which": 24, "while": 11, "why": [8, 27], "wider": 30, "window": [22, 23], "word": 16, "work": [8, 9, 10, 28], "workspac": 20, "would": 23, "write": 28, "yaml": 3, "you": [5, 6, 23, 24], "your": [23, 30], "z": 15}}) \ No newline at end of file +Search.setIndex({"alltitles": {"2024 Open Data Science": [[14, "open-data-science"]], " Download Jupyter Notebook": [[21, "download-jupyter-notebook"]], " Download PDF": [[21, "download-pdf"]], " Open Jupyter Notebook in the Cloud": [[21, "open-jupyter-notebook-in-the-cloud"]], " Exercise 4: The number guessing game": [[11, "exercise-4-the-number-guessing-game"]], " Exercise": [[27, "exercise"], [28, "exercise"]], " Exercise 1: Choosing a name": [[6, "exercise-1-choosing-a-name"]], " Exercise 1: Classifying errors": [[10, "exercise-1-classifying-errors"]], " Exercise 1: Fill in the blanks": [[9, "exercise-1-fill-in-the-blanks"]], " Exercise 1: Spot the difference": [[8, "exercise-1-spot-the-difference"]], " Exercise 1: What does this program print?": [[11, "exercise-1-what-does-this-program-print"]], " Exercise 1: What kind of data type?": [[7, "exercise-1-what-kind-of-data-type"]], " Exercise 2: Automatic type conversion": [[7, "exercise-2-automatic-type-conversion"]], " Exercise 2: Fill in the blanks": [[11, "exercise-2-fill-in-the-blanks"]], " Exercise 2: How large is a slice?": [[9, "exercise-2-how-large-is-a-slice"]], " Exercise 2: Swapping values": [[6, "exercise-2-swapping-values"]], " Exercise 2: Tracing execution": [[10, "exercise-2-tracing-execution"]], " Exercise 2: What happens when?": [[8, "exercise-2-what-happens-when"]], " Exercise 3: Choose a type": [[7, "exercise-3-choose-a-type"]], " Exercise 3: Predicting values": [[6, "exercise-3-predicting-values"]], " Exercise 3: Reversing a string": [[10, "exercise-3-reversing-a-string"]], " Exercise 3: Using the input() function": [[11, "exercise-3-using-the-input-function"]], " Exercise 3: Why not?": [[8, "exercise-3-why-not"]], " Exercise 3: Working with the end": [[9, "exercise-3-working-with-the-end"]], " Exercise 4: Can you slice integers?": [[6, "exercise-4-can-you-slice-integers"]], " Exercise 4: Fill in the blanks": [[10, "exercise-4-fill-in-the-blanks"]], " Exercise 4: Last character of a string": [[8, "exercise-4-last-character-of-a-string"]], " Exercise 4: Stepping through a list": [[9, "exercise-4-stepping-through-a-list"]], " Exercise 4: Strings to numbers": [[7, "exercise-4-strings-to-numbers"]], " Exercise 5: Adding floats and strings": [[7, "exercise-5-adding-floats-and-strings"]], " Exercise 5: Cumulative sum": [[10, "exercise-5-cumulative-sum"]], " Exercise 5: Slicing": [[6, "exercise-5-slicing"], [9, "exercise-5-slicing"]], " Exercise 6: Identifying variable name errors": [[10, "exercise-6-identifying-variable-name-errors"]], " Exercise 6: Number of students": [[7, "exercise-6-number-of-students"]], " Exercise 7: Copying (or not)": [[9, "exercise-7-copying-or-not"]], " Exercise 7: Identifying item errors": [[10, "exercise-7-identifying-item-errors"]], " Exercise 8: From strings to lists and back": [[9, "exercise-8-from-strings-to-lists-and-back"]], "Exercises 6: Sort and sorted": [[9, "exercises-6-sort-and-sorted"]], " Common Tips for Both macOS and Windows Users": [[22, "common-tips-for-both-macos-and-windows-users"]], " JupyterLab - both Mac and Windows": [[23, "jupyterlab-both-mac-and-windows"]], " For macOS Users": [[22, "for-macos-users"]], " Method 1: Mac": [[23, "method-1-mac"]], " Attribution": [[1, "attribution"], [25, "attribution"]], " Open Issue on GitHub": [[21, "open-issue-on-github"]], " Open issue on GitHub": [[20, "open-issue-on-github"]], " For Windows Users": [[22, "for-windows-users"]], " Method 1: Windows": [[23, "method-1-windows"]], " Expand workspace": [[20, "expand-workspace"]], " Download Jupyter Notebook": [[20, "download-jupyter-notebook"]], " Download PDF": [[20, "download-pdf"]], " Make Full Screen": [[21, "make-full-screen"]], " Make full screen": [[20, "make-full-screen"]], " Click to show output/code": [[20, "click-to-show-output-code"]], "A note on head() and tail()": [[28, null]], "A note on square bracket indexing []": [[29, null]], "A note on the input() function": [[11, null]], "Admonition Boxes": [[0, "admonition-boxes"]], "Aggregating statistics": [[32, "aggregating-statistics"]], "Aggregating statistics grouped by category": [[32, "aggregating-statistics-grouped-by-category"]], "Alt herunder er tests fra ting fundet andetsteds": [[0, "alt-herunder-er-tests-fra-ting-fundet-andetsteds"]], "An example cell": [[3, "an-example-cell"]], "Appending": [[17, "appending"]], "Appending Series": [[27, "appending-series"]], "Appending to lists": [[9, "appending-to-lists"]], "Are you in doubt about which course to sign up for?": [[24, "are-you-in-doubt-about-which-course-to-sign-up-for"]], "Argument": [[17, "argument"]], "Arithmetic": [[17, "arithmetic"]], "Assigning Variables": [[30, "assigning-variables"]], "Assignment": [[17, "assignment"]], "Attributes": [[18, "attributes"], [27, "attributes"]], "Before you attend a course": [[24, "before-you-attend-a-course"]], "Boolean": [[17, "boolean"]], "Booleans": [[5, "booleans"]], "Built-in Functions and Help": [[8, "built-in-functions-and-help"]], "Built-in data types": [[5, "built-in-data-types"]], "Built-in functions": [[8, "built-in-functions"]], "CSV": [[18, "csv"]], "Calling multiple Series": [[29, "calling-multiple-series"]], "Categorical data": [[32, null]], "Character strings are immutable": [[9, "character-strings-are-immutable"]], "Check your version of Python": [[23, "check-your-version-of-python"]], "Citations": [[2, "citations"]], "Click to Show Output/Code": [[21, "click-to-show-output-code"]], "Code blocks and outputs": [[4, "code-blocks-and-outputs"]], "Combining loc and iloc": [[31, "combining-loc-and-iloc"]], "Comment": [[17, "comment"]], "Comments and documentation": [[8, "comments-and-documentation"]], "Common Classes for Admonitions in Jupyter Book": [[0, "common-classes-for-admonitions-in-jupyter-book"]], "Comparisons": [[5, "comparisons"]], "Compound statements": [[11, "compound-statements"]], "Concatenation": [[5, "concatenation"], [17, "concatenation"]], "Conditionals": [[11, "conditionals"], [17, "conditionals"]], "Conditionals are often used inside loops": [[11, "conditionals-are-often-used-inside-loops"]], "Conditions are tested once, in order": [[11, "conditions-are-tested-once-in-order"]], "Content": [[12, "content"], [13, "content"], [33, "content"]], "Content with notebooks": [[4, "content-with-notebooks"]], "Count number of records by category": [[32, "count-number-of-records-by-category"]], "Create a notebook with MyST Markdown": [[3, "create-a-notebook-with-myst-markdown"]], "Creating a DataFrame from a CSV file": [[28, "creating-a-dataframe-from-a-csv-file"], [29, "creating-a-dataframe-from-a-csv-file"], [31, "creating-a-dataframe-from-a-csv-file"], [32, "creating-a-dataframe-from-a-csv-file"]], "Creating a new column based on existing data": [[27, "creating-a-new-column-based-on-existing-data"]], "Creating our first DataFrame": [[27, "creating-our-first-dataframe"]], "Creating our own Series": [[27, "creating-our-own-series"]], "Curly brackets": [[15, "curly-brackets"]], "Current working directory": [[28, "current-working-directory"]], "Data Type": [[17, "data-type"]], "Data Types": [[5, "data-types"]], "Data Types and Type Conversion": [[7, "data-types-and-type-conversion"]], "Data types control operations": [[7, "data-types-control-operations"]], "DataFrame": [[18, "dataframe"]], "DataFrames and dictionaries": [[27, "dataframes-and-dictionaries"]], "Dealing with different data types": [[7, "dealing-with-different-data-types"]], "Deleting list items": [[9, "deleting-list-items"]], "Descriptive statistics": [[32, null]], "Dictionary for Absolute Beginners": [[17, "dictionary-for-absolute-beginners"]], "Dictionary for Pandas": [[18, "dictionary-for-pandas"]], "Did you not click add to PATH?": [[23, null]], "Documentation": [[17, "documentation"]], "Empty lists": [[9, "empty-lists"]], "Error messages": [[8, "error-messages"]], "Every function returns something": [[8, "every-function-returns-something"]], "Example of an Admonition in Jupyter Book": [[0, "example-of-an-admonition-in-jupyter-book"]], "Example: analyzing social media impact": [[11, "example-analyzing-social-media-impact"]], "Exercises": [[6, "exercises"], [7, "exercises"], [8, "exercises"], [9, "exercises"], [10, "exercises"], [11, "exercises"]], "Exponents": [[5, "exponents"]], "Filtering on column value": [[28, "filtering-on-column-value"]], "Filtering rows based on conditional expressions": [[29, "filtering-rows-based-on-conditional-expressions"]], "Find the length of a string": [[6, "find-the-length-of-a-string"]], "Float": [[17, "float"]], "For Loops": [[10, "for-loops"]], "For loop structure": [[10, "for-loop-structure"]], "For loop syntax": [[10, "for-loop-syntax"]], "Function": [[17, "function"]], "Functions have default values for some arguments": [[8, "functions-have-default-values-for-some-arguments"]], "Functions only work for certain arguments": [[8, "functions-only-work-for-certain-arguments"]], "GeeksforGeeks": [[19, "geeksforgeeks"]], "Get Help and Find Documentation": [[19, "get-help-and-find-documentation"]], "Getting Started with Data Analysis": [[33, "getting-started-with-data-analysis"]], "Getting Started with Pandas": [[26, "getting-started-with-pandas"]], "Getting information on the DataFrame": [[28, "getting-information-on-the-dataframe"]], "Groupby operations": [[32, null]], "Her f\u00f8lger f\u00f8rst markdown-kode til admonition boxes, derefter den renderede version": [[0, "her-folger-forst-markdown-kode-til-admonition-boxes-derefter-den-renderede-version"]], "How can you have quotation marks inside a string?": [[5, null]], "How for loops work": [[10, "how-for-loops-work"]], "How to Check Your Python Version on Windows": [[23, "how-to-check-your-python-version-on-windows"]], "How to Check Your Python Version on a Mac": [[23, "how-to-check-your-python-version-on-a-mac"]], "How to Install Python on Windows": [[23, "how-to-install-python-on-windows"]], "How to Install Python on macOS": [[23, "how-to-install-python-on-macos"]], "How to Interact With This Book": [[21, "how-to-interact-with-this-book"]], "How to open Windows PowerShell": [[23, null]], "How to open the Terminal": [[23, null]], "IDE (Integrated Development Environment)": [[17, "ide-integrated-development-environment"]], "Immutable": [[17, "immutable"]], "Import Pandas": [[27, "import-pandas"], [28, "import-pandas"], [29, "import-pandas"], [31, "import-pandas"], [32, "import-pandas"]], "Importing Pandas": [[26, "importing-pandas"]], "Indentation": [[17, "indentation"]], "Index": [[5, "index"], [17, "index"], [18, "index"]], "Indexing": [[6, "indexing"]], "Indexing beyond the end": [[9, "indexing-beyond-the-end"]], "Indexing lists": [[9, "indexing-lists"]], "Indexing, slicing, and length": [[6, "indexing-slicing-and-length"]], "Infinite loops": [[11, "infinite-loops"]], "Install & Run Python": [[23, "install-run-python"]], "Install Python on Mac": [[23, "install-python-on-mac"]], "Install Python on Windows": [[23, "install-python-on-windows"]], "Installing (or upgrading) Pandas from PyPI": [[26, "installing-or-upgrading-pandas-from-pypi"]], "Integer": [[17, "integer"]], "Integers & floats": [[5, "integers-floats"]], "Integers and floats can be mixed freely in operations": [[7, "integers-and-floats-can-be-mixed-freely-in-operations"]], "Interact With This Book": [[20, "interact-with-this-book"]], "Jupyter Display vs Print()": [[30, "jupyter-display-vs-print"]], "Key points": [[5, "key-points"], [6, "key-points"], [7, "key-points"], [8, "key-points"], [9, "key-points"], [10, "key-points"], [11, "key-points"], [27, "key-points"], [28, "key-points"], [29, "key-points"], [32, "key-points"]], "Learn All the New Words": [[16, "learn-all-the-new-words"]], "Learn more": [[2, "learn-more"]], "Learning Objectives": [[5, null], [6, null], [7, null], [8, null], [9, null], [10, null], [11, null]], "Library": [[17, "library"]], "Lists": [[9, "lists"]], "Lists are mutable": [[9, "lists-are-mutable"]], "Lists may contain items of different data types": [[9, "lists-may-contain-items-of-different-data-types"]], "Looking for the simplest way to get started?": [[23, null]], "Loop": [[17, "loop"]], "Markdown + notebooks": [[4, "markdown-notebooks"]], "Markdown Files": [[2, "markdown-files"]], "Mathematical operations": [[5, "mathematical-operations"]], "Memory usage": [[28, null]], "Metacharacters": [[15, "metacharacters"]], "Method 1: Installing Python and JupyterLab": [[23, "method-1-installing-python-and-jupyterlab"]], "Method 2: Google Colab": [[23, "method-2-google-colab"]], "Method 3: ERDA": [[23, "method-3-erda"]], "ModuleNotFoundError": [[26, null]], "Modulus": [[5, "modulus"]], "More information about loc and iloc": [[31, "more-information-about-loc-and-iloc"]], "More metacharacters, as well as pipes, lists and question marks": [[15, "more-metacharacters-as-well-as-pipes-lists-and-question-marks"]], "Multiple statements in a for loop": [[10, "multiple-statements-in-a-for-loop"]], "Multiplication": [[5, "multiplication"]], "Mutable": [[17, "mutable"]], "My title": [[0, null], [0, null], [0, null]], "MyST markdown": [[4, "myst-markdown"]], "NaN": [[18, "nan"]], "Naming Conventions": [[6, null]], "Naming loop variables": [[10, "naming-loop-variables"]], "Notebooks with MyST Markdown": [[3, "notebooks-with-myst-markdown"]], "Notice": [[11, null]], "Notice the difference between overwriting and changing values": [[9, null]], "Off-Limits Names": [[30, "off-limits-names"]], "Off-limits names": [[6, "off-limits-names"]], "Official Python Documentation": [[19, "official-python-documentation"]], "Open and Navigate JupyterLab": [[22, "open-and-navigate-jupyterlab"]], "Operator": [[17, "operator"]], "Pandas DataFrame": [[27, "pandas-dataframe"]], "Pandas data table representation": [[27, "pandas-data-table-representation"]], "Pandas official documentation": [[19, "pandas-official-documentation"]], "Part 1": [[12, "part-1"]], "Part 2": [[13, "part-2"]], "Python is case-sensitive": [[6, "python-is-case-sensitive"]], "Quickly add YAML metadata for MyST Notebooks": [[3, "quickly-add-yaml-metadata-for-myst-notebooks"]], "Re-Assigning Variables": [[30, "re-assigning-variables"]], "Read and Write Tabular Data": [[28, "read-and-write-tabular-data"]], "Read files": [[15, "read-files"]], "Reading and writing Excel files": [[28, "reading-and-writing-excel-files"]], "Recap on Data Types": [[7, null]], "Recap on division types": [[7, null]], "RegEx and Frankenstein": [[15, "regex-and-frankenstein"]], "Renaming columns": [[27, "renaming-columns"]], "Replacing list items": [[9, "replacing-list-items"]], "Runtime errors": [[8, "runtime-errors"]], "Sample Roles and Directives": [[2, "sample-roles-and-directives"]], "Selecting rows and columns using loc and iloc": [[31, "selecting-rows-and-columns-using-loc-and-iloc"]], "Selecting rows and columns": [[29, "selecting-rows-and-columns"]], "Selecting specific columns": [[29, "selecting-specific-columns"]], "Series": [[18, "series"], [27, "series"]], "Sign Up for a Course": [[24, "sign-up-for-a-course"]], "Single equals sign = and a double equals sign ==": [[5, null]], "Slice": [[5, "slice"], [17, "slice"]], "Slicing lists": [[9, "slicing-lists"]], "Solution": [[6, null], [6, null], [6, null], [6, null], [7, null], [7, null], [7, null], [7, null], [7, null], [7, null], [8, null], [8, null], [8, null], [9, null], [9, null], [9, null], [9, null], [9, null], [9, null], [9, null], [9, null], [10, null], [10, null], [10, null], [10, null], [10, null], [10, null], [10, null], [10, null], [10, null], [10, null], [11, null], [11, null], [11, null], [27, null], [28, null]], "Square brackets [A-Z]": [[15, "square-brackets-a-z"]], "Statement": [[17, "statement"]], "Step 1: Download the Official Installer": [[23, "step-1-download-the-official-installer"]], "Step 1: Open JupyterLab": [[22, "step-1-open-jupyterlab"], [22, "id1"]], "Step 2: Navigate the File/Directory System": [[22, "step-2-navigate-the-file-directory-system"], [22, "id2"]], "Step 2: Run the Installer": [[23, "step-2-run-the-installer"]], "String": [[17, "string"]], "String methods": [[5, "string-methods"]], "Strings": [[5, "strings"]], "Strings have a length (but numbers don\u2019t)": [[7, "strings-have-a-length-but-numbers-don-t"]], "Striving for Good Variable Names": [[30, "striving-for-good-variable-names"]], "Subset": [[18, "subset"]], "Subsets": [[29, "subsets"]], "Summary Statistics": [[32, "summary-statistics"]], "Syntax": [[17, "syntax"]], "Syntax errors": [[8, "syntax-errors"]], "Table of Boolean Operations": [[5, null]], "Table of Comparison Operations": [[5, null]], "Table of List Methods": [[9, null]], "Table of Mathematical Operations": [[5, null]], "The help() function": [[8, "the-help-function"]], "The type() function": [[5, "the-type-function"]], "The while syntax": [[11, "the-while-syntax"]], "This is a title": [[0, null], [0, null]], "To choose from a wider list of files\u2026": [[30, null]], "Todo": [[0, "id1"]], "Transpose": [[18, "transpose"]], "Transposing a DataFrame": [[27, "transposing-a-dataframe"]], "Use a slice to get a substring": [[6, "use-a-slice-to-get-a-substring"]], "Use else to execute a block of code when an if condition is not true": [[11, "use-else-to-execute-a-block-of-code-when-an-if-condition-is-not-true"]], "Use meaningful variable names": [[6, "use-meaningful-variable-names"]], "Use print() to display values": [[6, "use-print-to-display-values"]], "Use variables to store values": [[6, "use-variables-to-store-values"]], "Using accumulator variables": [[10, "using-accumulator-variables"]], "Using range with the for loop": [[10, "using-range-with-the-for-loop"]], "Using the + and * operators on strings": [[7, "using-the-and-operators-on-strings"]], "Variable": [[17, "variable"]], "Variable Names": [[30, "variable-names"]], "Variable names": [[6, "variable-names"]], "Variables": [[30, "variables"]], "Variables Persist Between Cells": [[6, null]], "Variables and Assignment": [[6, "variables-and-assignment"]], "Variables in calculations": [[6, "variables-in-calculations"]], "Variables must be created before they are used": [[6, "variables-must-be-created-before-they-are-used"]], "Variables only change value when something is assigned to them": [[7, "variables-only-change-value-when-something-is-assigned-to-them"]], "W3Schools": [[19, "w3schools"]], "Was pip not installed correctly?": [[23, null]], "Welcome": [[1, "welcome"], [25, "welcome"]], "What are lists?": [[9, "what-are-lists"]], "What is MyST?": [[2, "what-is-myst"]], "What is the problem with the script above?": [[11, null]], "When to use loc or iloc": [[31, null]], "When using loc/iloc": [[31, null]], "While loops": [[11, "while-loops"]], "Why pandas as pd?": [[27, null]], "Would you rather use another method?": [[23, null]], "Your Turn": [[30, "your-turn"]], "dtypes": [[28, "dtypes"]], "elif specify additional tests": [[11, "elif-specify-additional-tests"]], "head()": [[28, "head"]], "if statements control whether or not a block of code is executed": [[11, "if-statements-control-whether-or-not-a-block-of-code-is-executed"]], "info()": [[28, "info"]], "loc and iloc": [[31, "loc-and-iloc"]], "max(), min(), and round()": [[8, "max-min-and-round"]], "notna() and isna()": [[28, "notna-and-isna"]], "pd": [[18, "pd"]], "shape": [[28, "shape"]], "tail()": [[28, "tail"]], "w+ along with \\b": [[15, "w-along-with-b"]]}, "docnames": ["_to_be_deleted_later/admonition_boxes", "_to_be_deleted_later/intro_old", "_to_be_deleted_later/markdown", "_to_be_deleted_later/markdown-notebooks", "_to_be_deleted_later/notebooks", "docs/101/01_data_types", "docs/101/02_variables_and_assignment", "docs/101/03_type_conversion", "docs/101/04_built-in_functions", "docs/101/05_lists", "docs/101/06_for_loops", "docs/101/07_conditionals", "docs/101/part1", "docs/101/part2", "docs/_test/2024_ods", "docs/_test/regex_and_frankenstein", "docs/howto/dictionaries", "docs/howto/dictionary_101", "docs/howto/dictionary_pandas", "docs/howto/help_and_documentation", "docs/howto/interact", "docs/howto/interact_original", "docs/howto/jupyterlab", "docs/howto/setup", "docs/howto/sign_up", "docs/intro", "docs/pandas/00_pandas_start", "docs/pandas/01_pandas_dataframe", "docs/pandas/02_pandas_tabular_data", "docs/pandas/03_pandas_subsets", "docs/pandas/04-Variables", "docs/pandas/04_pandas_loc_iloc", "docs/pandas/05_pandas_summary_statistics", "docs/pandas/getting_started"], "envversion": {"sphinx": 61, "sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.intersphinx": 1, "sphinx.ext.todo": 2, "sphinxcontrib.bibtex": 9}, "filenames": ["_to_be_deleted_later/admonition_boxes.ipynb", "_to_be_deleted_later/intro_old.md", "_to_be_deleted_later/markdown.md", "_to_be_deleted_later/markdown-notebooks.md", "_to_be_deleted_later/notebooks.ipynb", "docs/101/01_data_types.ipynb", "docs/101/02_variables_and_assignment.ipynb", "docs/101/03_type_conversion.ipynb", "docs/101/04_built-in_functions.ipynb", "docs/101/05_lists.ipynb", "docs/101/06_for_loops.ipynb", "docs/101/07_conditionals.ipynb", "docs/101/part1.ipynb", "docs/101/part2.ipynb", "docs/_test/2024_ods.ipynb", "docs/_test/regex_and_frankenstein.ipynb", "docs/howto/dictionaries.ipynb", "docs/howto/dictionary_101.ipynb", "docs/howto/dictionary_pandas.ipynb", "docs/howto/help_and_documentation.ipynb", "docs/howto/interact.ipynb", "docs/howto/interact_original.ipynb", "docs/howto/jupyterlab.ipynb", "docs/howto/setup.ipynb", "docs/howto/sign_up.ipynb", "docs/intro.ipynb", "docs/pandas/00_pandas_start.ipynb", "docs/pandas/01_pandas_dataframe.ipynb", "docs/pandas/02_pandas_tabular_data.ipynb", "docs/pandas/03_pandas_subsets.ipynb", "docs/pandas/04-Variables.ipynb", "docs/pandas/04_pandas_loc_iloc.ipynb", "docs/pandas/05_pandas_summary_statistics.ipynb", "docs/pandas/getting_started.ipynb"], "indexentries": {}, "objects": {}, "objnames": {}, "objtypes": {}, "terms": {"": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 15, 17, 18, 19, 20, 21, 22, 23, 25, 26, 27, 28, 29, 30, 31, 32], "0": [4, 5, 6, 7, 8, 9, 10, 11, 15, 17, 27, 28, 29, 30, 31, 32], "00": 28, "0000": [28, 29, 31, 32], "000000": 32, "028662": 32, "0500": [28, 29, 31, 32], "07": 11, "0750": 29, "0x1136f1490": 4, "1": [4, 5, 13, 15, 17, 18, 24, 27, 28, 29, 30, 31, 32], "10": [4, 5, 7, 8, 10, 11, 22, 28, 29, 30, 31], "100": [4, 8, 11, 15, 30], "1000": [28, 29, 31, 32], "106": 32, "10th": 31, "11": [7, 8, 9, 22, 28, 29, 30, 31], "111369": [28, 29, 31, 32], "112053": [28, 29, 31, 32], "113783": 29, "113803": [28, 29, 31, 32], "11751": 29, "11767": 29, "118810": 32, "12": [7, 8, 9, 10, 11, 17, 23, 28, 29, 30, 31, 32], "120": [10, 11, 22], "123": 6, "125": 10, "1250": 29, "125000": 32, "125798": 32, "13": [5, 10, 28, 29, 30, 31, 32], "14": [7, 29, 30, 31, 32], "14159": 7, "1415926": 5, "147314": 32, "14879": 28, "15": [11, 29, 30, 31], "150": 11, "155": 10, "1583": 29, "159236": 32, "16": [5, 9, 29, 30, 31, 32], "17": [5, 9, 30, 31], "17463": 29, "17599": [28, 29, 31, 32], "1764": [20, 21], "177": 28, "18": [9, 17, 30, 31], "184": 32, "188908": 32, "19": [28, 29, 30, 31, 32], "19680801": 4, "1984": 9, "2": [3, 5, 17, 18, 24, 27, 28, 29, 30, 31, 32], "20": [9, 11, 28, 30, 31, 32], "200": 10, "2014": 2, "204": [28, 29], "204208": 32, "21": [29, 31, 32], "211536": [28, 29, 31, 32], "21171": [28, 29, 31, 32], "216": 32, "217": [29, 31], "22": [11, 27, 28, 29, 30, 31, 32], "226127": 32, "23": [28, 29, 30, 31, 32], "235702": 32, "236852": 29, "24": 31, "248706": 29, "25": [7, 11, 17, 27, 29, 30, 31, 32], "2500": [27, 28, 29, 31, 32], "25th": 31, "26": [28, 29, 31, 32], "27": [28, 29, 30, 31, 32], "2750": 29, "28": [30, 31, 32], "2833": [27, 28, 29, 31, 32], "29": [29, 30, 32], "3": [5, 17, 18, 27, 28, 29, 30, 31, 32], "30": [11, 15, 28, 29, 31, 32], "300": 11, "31": [29, 30, 31, 32], "3101282": [28, 29, 31, 32], "317": 30, "318": 30, "319": 30, "32": [28, 29, 31, 32], "320": 30, "321": 30, "322": 30, "324": 30, "329200": 32, "33": 30, "330877": 29, "34": 31, "345765": 29, "347082": 29, "349909": 29, "35": [27, 28, 29, 30, 31, 32], "37": 30, "370376": [28, 29, 31, 32], "373450": [28, 29, 31, 32], "38": [27, 28, 29, 31, 32], "382652": 29, "389108": 32, "389948": 32, "39": [29, 31], "392076": 29, "3rd": 31, "4": [3, 4, 5, 17, 18, 28, 29, 30, 31, 32], "40": 30, "42": [5, 6, 7, 20, 21, 29], "420000": 32, "429809": 32, "431": 32, "44": 32, "45": [6, 10, 28], "4500": [28, 29, 31, 32], "454": 32, "4542": 32, "454200": 32, "4583": 29, "47": 29, "479818": 32, "49": 32, "491": 32, "5": [4, 11, 17, 23, 28, 29, 30, 31, 32], "50": [11, 32], "500": 11, "51": 29, "512": [7, 32], "52": [7, 8, 29], "523893": 32, "526497": 32, "53": [8, 28, 29, 31, 32], "54": [11, 29], "55": [10, 29, 31], "5500": 29, "5542": 29, "56": 29, "58": [27, 29, 31], "6": [11, 17, 28, 29, 30, 31], "60": [6, 28], "600": 7, "61": 27, "64": 23, "649682": 32, "6607": [28, 29, 31, 32], "661633": 32, "665": 28, "666": [5, 28], "6666666666666667": 7, "67": 32, "675": 29, "687": 28, "693429": 32, "694268": 32, "69911764705882": 32, "699118": 32, "6th": 31, "7": [5, 7, 8, 11, 27, 28, 29, 30, 31, 32], "70": 11, "71": [11, 27, 28, 29, 31, 32], "712": 8, "714": [28, 29, 32], "72": 5, "726645": 32, "73": 28, "741782": 32, "742038": 32, "75": [10, 28, 32], "7500": [28, 29, 31, 32], "777": 5, "8": [5, 11, 15, 17, 27, 28, 29, 30, 31, 32], "80": [10, 11, 32], "800": 11, "83": [28, 29], "84": 15, "85": 11, "86": 11, "8625": 29, "865": [29, 31], "866": 29, "871": [29, 31], "872": 29, "873": [29, 31], "874": 29, "879": [29, 31], "880": 29, "884": 29, "885": [29, 31], "886": [28, 29, 31, 32], "887": [28, 29, 31, 32], "888": [28, 29, 31, 32], "889": [28, 29, 31, 32], "890": [28, 29, 31, 32], "891": [28, 29, 31, 32], "9": [7, 8, 9, 10, 11, 28, 29, 30, 31], "90": 11, "910400": 32, "915709": 32, "9250": [27, 28, 29, 31, 32], "970121": 32, "99": 9, "99th": 9, "A": [0, 5, 6, 7, 8, 9, 10, 17, 18, 23, 27, 30, 31, 32], "AND": 29, "And": [6, 9, 15, 27], "As": [4, 6, 23, 29, 30, 32], "Be": [10, 23, 30], "But": [4, 6, 7, 9, 10, 11, 15, 23, 30], "By": [8, 13, 22, 28], "For": [0, 2, 4, 5, 6, 7, 9, 13, 15, 17, 23, 27, 28, 29, 30, 31, 32], "If": [3, 5, 6, 7, 8, 9, 10, 11, 15, 20, 21, 22, 23, 24, 26, 27, 30, 32], "In": [2, 5, 6, 7, 8, 9, 10, 11, 12, 13, 15, 17, 18, 22, 23, 24, 26, 27, 30, 31, 32], "It": [2, 5, 6, 7, 9, 10, 11, 15, 17, 18, 21, 23, 27, 28, 29, 31, 32], "Its": 15, "No": [23, 30], "Not": [10, 18], "OF": 15, "OR": [15, 29], "On": 22, "Or": [5, 10, 23, 26, 30], "THE": 15, "That": [1, 3, 10, 11, 25], "The": [0, 1, 2, 3, 6, 7, 9, 10, 15, 17, 20, 22, 23, 24, 25, 27, 28, 29, 30, 31, 32], "Then": [23, 30, 31], "There": [4, 5, 6, 7, 9, 11, 15, 19, 23, 24, 26], "These": [0, 6, 8, 15, 19, 26, 27, 31], "To": [6, 7, 8, 9, 11, 13, 15, 16, 20, 21, 22, 23, 28, 29], "With": [3, 30], "_": [15, 30], "____": [9, 10, 11], "_alistairs_real_ag": 6, "_modified_open": 30, "aaah": 8, "ab": [5, 6], "abbrevi": 7, "about": [0, 2, 3, 4, 5, 6, 8, 9, 11, 15, 17, 20, 23, 25, 26, 27, 28, 30, 32], "abov": [5, 6, 7, 9, 10, 15, 23, 29, 30, 31], "absolut": [1, 5, 6, 8, 12, 13, 16, 24, 25], "accept": 2, "access": [5, 9, 17, 18, 23, 26, 27, 29, 31], "accident": 11, "accordingli": 7, "account": 23, "acess": 5, "achem": 31, "achiev": 31, "acknowledg": [1, 25], "acronym": 10, "across": 32, "action": [10, 11, 17, 31], "actual": [6, 7, 10, 15, 17, 27, 28, 32], "ad": [5, 6, 10, 15, 17, 23, 26, 27, 30], "add": [5, 6, 7, 8, 9, 10, 27], "add_": 4, "addit": [7, 8, 15, 17, 22, 26], "addition": [6, 30], "adel": 31, "adieu": 15, "adjust": [11, 22, 29], "adolfina": 31, "adopt": [18, 26, 27], "adress": 6, "adult": 17, "advanc": [13, 15, 17], "advantag": 13, "advic": 0, "advis": [10, 23], "aeg": 8, "af": 15, "affect": [6, 9, 30], "affix": 15, "africa": 15, "afsl\u00f8r": 15, "after": [6, 7, 8, 9, 10, 15, 17, 18, 23, 25, 26, 27, 30, 31], "afterward": [12, 23], "ag": [6, 8, 17, 23, 27, 28, 29, 31, 32], "again": [10, 11, 12, 26, 30], "against": 30, "age_in_3_year": 27, "agg": 32, "agit": 15, "ago": [6, 22], "agre": 23, "agreement": 23, "ah": 15, "ahead": 23, "ahm": [6, 7], "air": 15, "aka": [7, 27], "album": 30, "alcott": 30, "alexenia": [29, 31], "algorithm": 25, "alias": [18, 26, 27, 28, 29, 31, 32], "alic": [17, 30], "align": [4, 27], "all": [1, 2, 3, 6, 7, 9, 10, 11, 12, 15, 18, 19, 23, 25, 26, 27, 28, 29, 30], "all_the_word": 30, "allen": [27, 28, 29, 31, 32], "allevi": 28, "allow": [2, 5, 7, 9, 11, 17, 21, 22, 23, 27, 28, 29, 31], "almost": [6, 10, 30], "alon": 31, "along": [12, 23, 26, 27, 28], "alphabet": [8, 15], "alphanumer": 6, "alreadi": [8, 10, 17, 23, 24, 26], "also": [2, 3, 4, 5, 6, 7, 8, 15, 20, 21, 22, 23, 26, 27, 29, 31], "alter": [9, 17], "altern": [11, 22, 23], "although": [5, 15, 31], "alwai": [5, 8, 10, 11, 19, 23], "am": [5, 8, 15, 17, 30], "amanda": 31, "ambigu": [7, 29], "amercian": 11, "america": 15, "amount": 27, "amp": 30, "an": [1, 2, 5, 6, 7, 8, 9, 10, 13, 15, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31], "analysi": [24, 28], "analyt": [1, 25], "analyz": [15, 30], "ander": [29, 31], "andersson": [29, 31], "andr": 15, "ani": [3, 5, 6, 8, 9, 10, 11, 15, 17, 18, 20, 21, 22, 23, 26, 30], "anim": 10, "anna": 31, "anni": 31, "anoth": [5, 7, 11, 15, 30], "answer": 7, "ant": 25, "any_chunk_of_text": 30, "anyon": [1, 25], "anyth": [5, 8, 9, 10, 15, 30], "anywher": 22, "appear": [7, 15], "append": [5, 10, 11, 15], "appli": [18, 27, 29, 32], "applic": [17, 22, 23], "approach": [15, 28, 29, 32], "appropri": [6, 11, 30], "ar": [1, 2, 3, 5, 7, 8, 10, 13, 14, 15, 17, 18, 19, 20, 21, 23, 26, 27, 28, 29, 30, 31, 32], "archangel": 15, "archiv": 23, "aren": 7, "arg": 30, "argument": [0, 6, 27, 28, 31, 32], "arithmet": 7, "around": [6, 8, 23, 25], "arrai": [4, 10, 18, 27], "arrow": 22, "asdf": 10, "ask": [7, 11, 23, 27], "asp": 15, "assign": [5, 8, 9, 10, 11, 12, 27], "associ": [11, 18, 30], "assum": 27, "attach": 29, "attempt": [9, 11], "attend": [1, 7, 12, 25], "attent": 0, "attribut": [28, 29], "auditori": 2, "august": 15, "australia": 2, "automat": [6, 10, 11, 22, 26], "autosav": 22, "avail": [0, 23, 30, 32], "averag": [7, 32], "avert": 15, "avoid": [6, 10], "awar": 23, "ax": 4, "axi": [27, 28], "b": [5, 6, 8, 10, 11, 18], "b42": [28, 29, 31, 32], "ba": 6, "back": [6, 11, 22, 23], "backslash": 5, "backward": 9, "bad": [6, 30], "bar": 11, "base": [1, 3, 5, 7, 11, 17, 18, 25, 31], "basic": [11, 12, 17, 24], "beast": 15, "beaufort": 15, "beauti": 15, "becaus": [5, 6, 7, 8, 10, 15, 30, 31], "beckwith": [29, 31], "becom": [6, 9, 11, 15, 27], "been": [1, 6, 8, 9, 10, 11, 15, 17, 23, 25, 30], "beeslei": 31, "befor": [1, 5, 8, 9, 11, 12, 15, 20, 23, 25, 26, 30, 31], "begin": [4, 5, 6, 9, 10, 17, 24], "beginn": [1, 8, 12, 13, 16, 24, 25], "behav": 31, "behavior": [9, 31], "behind": 15, "behr": [28, 29, 31, 32], "being": [2, 6, 10, 15, 28, 30], "below": [1, 5, 6, 8, 9, 10, 11, 12, 15, 20, 21, 23, 27, 28, 29, 30, 31], "beneath": [20, 21], "best": 6, "betingels": 15, "better": [6, 11], "between": [5, 7, 8, 11, 15, 22, 30, 31], "beyonc": 30, "beyond": [17, 31], "bib": 2, "bibliographi": 2, "bibtex": 2, "binder": 21, "birth": 15, "bit": [5, 11, 23, 24], "blah": 8, "blank": 8, "blind": 9, "block": [3, 6, 10, 12, 17, 30], "blu": 6, "blue": [6, 10], "blur": 8, "boarder": 15, "bodi": [10, 11], "boi": 15, "boks": 0, "bold": 15, "bonnel": [27, 29, 31], "book": [1, 2, 3, 4, 7, 9, 10, 15], "book_titl": 9, "bool": 29, "boolean": [11, 28, 29, 31], "borrow": [1, 25], "bortfiltrer": 15, "both": [2, 5, 6, 8, 9, 15, 17, 18, 27, 30, 31, 32], "bottom": [10, 23], "boundari": 15, "box": [2, 6, 22, 23, 30], "bracket": [5, 6, 9, 31, 32], "bradlei": [28, 29, 31, 32], "branch": 11, "braund": [27, 28, 29, 31, 32], "breadcrumb": 22, "brew": 11, "brian": 2, "briefli": 9, "brigg": [28, 29, 31, 32], "brilliant": 15, "brisban": 2, "broader": 23, "brother": 15, "brought": 15, "brows": 23, "browser": [22, 23], "bug": 26, "build": [2, 6, 10, 11, 12, 13, 17, 30], "built": [3, 6, 7, 10, 12, 17, 23, 30], "builtin": [8, 30], "button": [6, 11, 23], "bystrom": [29, 31], "c": [8, 10, 11, 22, 28, 29, 31, 32], "c103": 29, "c123": [28, 29, 31, 32], "c148": [28, 29, 31, 32], "c50": 29, "c85": [28, 29, 31, 32], "cabin": [28, 29, 31, 32], "cach": 15, "calcul": [5, 7, 9, 10, 27, 28, 30, 32], "calendar": 24, "call": [2, 6, 7, 8, 9, 10, 11, 17, 18, 23, 26, 27, 28, 30], "came": 7, "campaign": 11, "can": [0, 1, 2, 3, 4, 8, 9, 10, 11, 12, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32], "cannot": [6, 7, 8, 9, 17, 22, 23, 29, 30, 31], "capabl": [5, 18, 26], "capit": [15, 23], "captur": 9, "car": 11, "care": 6, "carefulli": 23, "carli": 30, "carolin": 15, "carpentri": [1, 25], "carri": [8, 11, 28, 29, 31, 32], "carrol": 30, "case": [8, 10, 15, 23, 26, 30, 31], "cat": 10, "catalina": 23, "catch": [6, 11], "categor": [11, 27], "catherin": [28, 29, 31, 32], "caught": 11, "caus": [8, 23, 26], "caution": [0, 23], "cd": 22, "cell": [7, 8, 9, 10, 20, 21, 22, 30], "certain": [5, 6, 11, 15, 17, 18, 27, 29], "certainli": [6, 30], "certif": 23, "chang": [6, 10, 11, 15, 17, 22, 23, 27, 30], "chapter": [12, 15, 30], "char": 10, "charact": [5, 6, 7, 10, 15, 30], "characterist": 27, "charat": 15, "charl": 31, "charlott": 30, "charm": 7, "cheatsheet": 0, "check": [4, 5, 6, 11, 22, 27, 28, 29, 30], "checkpoint": 22, "child": 15, "choic": [6, 11, 23], "choos": 10, "christian": 15, "christoph": 2, "chronolog": [6, 11], "cite": 2, "clarifi": [0, 6, 30], "clariti": 11, "class": [29, 32], "classifi": 11, "clean": 15, "clean_text_1": 15, "clean_text_2": 15, "cleaned_text": 15, "clear": [6, 9, 11, 30], "clearer": 30, "clearli": 15, "click": [6, 8, 22], "clidk": 20, "clock": 15, "close": [6, 8, 23], "closer": [5, 8], "cloud": 30, "cm": 4, "cmap": 4, "cmd": [22, 23], "code": [1, 2, 3, 6, 7, 8, 9, 10, 17, 19, 22, 23, 25, 26, 29, 30, 31], "coffe": [6, 11, 30], "cognit": 2, "cold": 4, "collaps": 22, "collect": [6, 9, 10, 11, 17, 30], "colon": [6, 10, 11], "color": [4, 6], "colour": [5, 6, 10], "colum": 18, "column": [18, 32], "com": 15, "combin": [8, 9, 11, 17, 27, 29, 32], "come": [7, 11, 22, 23], "comma": [6, 9, 15, 18, 28, 31], "command": [3, 7, 10, 22, 23, 26, 27, 28, 30], "common": [6, 10, 17, 32], "commonli": [8, 17], "commonmark": 2, "compar": [5, 8, 18, 27, 29], "comparis": 5, "comparison": [15, 17, 29], "compil": [16, 23], "complet": [13, 23], "complex": [29, 31], "compos": [9, 15], "comprehens": [15, 19], "comput": [1, 5, 18, 19, 20, 21, 23, 24, 25], "concat": 27, "concaten": [7, 8, 10, 27], "concept": [13, 16], "concern": 6, "concis": [28, 31], "concord": 15, "condit": [5, 8, 13, 23, 28, 31], "confer": 2, "configur": 21, "confirm": 22, "confus": [5, 16, 29], "congratul": [11, 23], "conjunct": 25, "connect": [1, 14, 23], "consecut": 7, "consequ": 0, "consid": [9, 17], "consider": 15, "consist": [5, 7, 10, 15], "contain": [5, 6, 10, 11, 15, 17, 20, 21, 27, 28, 29, 30, 32], "content": [0, 2, 3, 6, 9, 15, 17, 21, 22], "context": [15, 18], "contextlib": 4, "continu": [5, 11, 23], "contrari": 8, "contrast": 9, "contribut": 15, "control": [17, 22], "conveni": [27, 28, 32], "convent": [0, 10, 18, 26, 27], "convention": 26, "convers": [12, 29], "convert": [3, 5, 7, 11, 27], "coolwarm": 4, "copenhagen": [1, 23, 24, 25], "copi": [6, 11, 22, 23], "cop\u00eat": 15, "core": [27, 28, 29, 30], "corollari": 25, "corpor": 23, "correct": [7, 11, 17, 22], "correctli": [6, 8, 10, 11, 17, 26], "correspond": [9, 27, 29, 30, 31], "cortex": 2, "could": [7, 9, 11, 28, 30], "count": [6, 7, 8, 9, 11, 28, 29, 30], "counter": [11, 30], "cours": [1, 7, 10, 11, 12, 13, 14, 17, 23, 25], "cover": [12, 13], "crash": 30, "creat": [4, 7, 8, 9, 10, 11, 12, 13, 15, 17, 20, 21, 22, 23], "creation": [9, 27], "creatur": 15, "crimin": 15, "criteria": [11, 18], "critic": 0, "cruyssen": [29, 31], "ctrl": [11, 22], "cultur": [1, 25], "cume": [28, 29, 31, 32], "current": [1, 9, 10, 11, 23, 25], "custom": 29, "custom_lin": 4, "cut": 7, "cwd": 28, "cycler": 4, "d": [3, 9, 10, 28, 29, 31], "d35": 29, "dag": 23, "dai": [7, 15], "danger": 0, "danira": 31, "dark": 15, "data": [4, 6, 8, 10, 11, 12, 15, 18, 23, 24, 29, 30, 31], "databas": 28, "datacamp": 23, "datafram": 33, "datalab": [1, 25], "dataset": [18, 23, 28, 29, 31, 32], "de": [2, 15], "deal": 29, "dec": 15, "decent": 11, "decim": [5, 8, 17], "decod": 15, "deep": 28, "deepest": [1, 25], "def": [15, 30], "default": [3, 6, 22, 23, 26, 27, 28, 30, 32], "defin": [3, 6, 8, 10, 11, 17, 29, 30, 32], "definit": [6, 15, 16, 30], "deform": 15, "del": 9, "delic": 11, "delici": 11, "delus": 15, "dem": 15, "demand": 10, "den": 15, "denn": 0, "departur": 28, "depend": [2, 7, 8, 17, 22, 23, 26], "depth": 9, "der": 15, "descend": 15, "describ": [0, 8, 15, 23, 28, 31, 32], "descript": [9, 23], "design": [17, 20, 21, 24, 27, 31], "desir": [22, 30], "despacito": 9, "destin": 23, "det": 15, "detail": [3, 20, 21, 23, 32], "detect": [7, 8], "determin": [7, 11, 25, 27, 28, 29], "develop": [19, 23, 25], "develp": 23, "df": [18, 27], "df_transpos": 27, "dictionari": [12, 16], "did": 30, "differ": [0, 1, 2, 5, 6, 10, 11, 12, 15, 17, 18, 23, 28, 30, 31, 32], "different_vari": 30, "difficult": 10, "digit": [6, 8, 15, 30], "dimens": [27, 28, 29], "dimension": [18, 27], "dire": 15, "direct": [0, 3], "directli": [5, 7, 22, 23, 26, 29, 31], "directori": 30, "disabl": 23, "discard": 9, "displai": [3, 8, 9, 11, 22, 23, 27, 28, 29, 31, 32], "disrupt": 8, "diss": 15, "distanc": 6, "distant": 15, "distinguish": 15, "dive": 12, "divid": [5, 7], "divin": 15, "dk": 20, "dkk": 27, "do": [2, 4, 5, 6, 7, 8, 9, 10, 11, 15, 22, 23, 24, 27, 28, 30], "document": [0, 2, 3, 4, 9, 11, 31, 32], "documentaion": [1, 25], "doe": [5, 6, 7, 8, 9, 15, 23, 30, 32], "doesn": [5, 6, 7, 8, 9, 10, 15, 22], "doesnt": 23, "dog": 10, "dollar": 4, "don": [8, 9, 10, 11, 16, 17, 22, 23, 28, 30], "done": [5, 6, 7, 10, 11, 17, 23, 26, 27, 32], "doolei": [28, 29, 31, 32], "doubl": [6, 7, 15, 17, 22, 23, 29, 30, 31], "down": [6, 8, 11, 15, 22, 23, 30], "download": [1, 12, 15, 25, 26], "dracula_bram": 30, "drag": 22, "draw": 6, "dream": 15, "drive": 23, "drop": [22, 23], "dropna": 32, "dsaio": 9, "dtype": [27, 29, 32], "due": 29, "dure": [10, 30], "e": [6, 7, 8, 9, 10, 11, 15, 17, 20, 22, 24, 27, 28, 31, 32], "e46": 29, "each": [0, 5, 6, 7, 8, 9, 10, 11, 12, 18, 22, 27, 28, 29, 30, 32], "earlier": 22, "easi": [11, 15], "easier": [6, 15, 18, 26, 27], "easiest": 23, "easili": 23, "ebook": 15, "ecosystem": 2, "edith": [28, 29, 31, 32], "editor": [5, 6, 22], "edu": 21, "effect": [9, 11, 22], "effici": [10, 25, 27, 29, 31], "efter": 15, "either": [5, 6, 7, 9, 11, 13, 15, 17, 23, 29], "elaps": 7, "electron": 23, "eleg": 31, "element": [1, 6, 9, 17, 18, 27, 28, 29], "eleph": 10, "elizabeth": [29, 31], "ellipsi": 28, "els": [5, 9, 10, 30], "elsewher": 0, "email": [20, 21], "emb": 4, "embark": [28, 29, 31, 32], "embrac": 15, "emelia": 31, "emot": 30, "empti": [8, 10], "en": [0, 15], "enabl": [22, 23], "enclos": 5, "encod": 30, "encount": [16, 19, 26], "encourag": [1, 20, 25], "end": [4, 5, 6, 10, 11, 13, 15, 17, 28, 29, 31], "endpoint": 29, "engag": 11, "engin": 15, "england": 15, "english": [8, 15], "englishman": 15, "enhanc": 29, "enlighten": 15, "enrol": 7, "ensur": [1, 13, 15, 25, 26, 29], "ensurepip": 23, "enter": [11, 22, 23], "entir": [6, 9, 27, 32], "entri": [28, 29, 32], "environ": [5, 6, 8, 23, 28, 30], "episod": [8, 9], "epub": 15, "equal": [6, 7, 9, 17, 27, 30], "equival": [10, 29], "er": 15, "eras": 23, "erda": 17, "errno": 30, "error": [0, 6, 7, 9, 26, 30], "escap": [4, 5], "especi": 17, "espresso": 11, "essenti": [5, 13, 28, 31], "et": 15, "etc": [4, 5, 6, 8, 9], "eugen": 31, "european": 15, "evalu": [6, 11, 29], "even": [5, 7, 9, 11, 13, 15, 26, 28, 30], "evenli": 7, "event": [8, 15], "everi": [7, 15, 22], "everydai": 15, "everyon": [7, 10], "everyth": 15, "evid": 2, "evolv": 11, "ewr_422_yi": 6, "ex": 23, "exactli": [8, 15, 30], "exampl": [2, 4, 5, 6, 7, 8, 9, 10, 15, 17, 18, 20, 21, 22, 23, 29, 30, 32], "exce": 29, "excel": [11, 15, 26], "except": 8, "excerpt": 15, "exchang": [6, 27], "exclaim": 5, "exclam": 26, "exclud": [17, 29, 32], "exclus": 31, "execut": [3, 6, 8, 9, 17, 22, 31], "exercis": 12, "exist": [5, 6, 8, 9, 10, 17], "exit": 11, "exitstack": 4, "exmampl": 0, "expand": 22, "expect": [7, 8, 10, 11, 24], "experi": [15, 21], "experiment": 7, "explain": [5, 7, 8, 9, 10, 11, 17, 20, 21, 27], "explan": [5, 10], "explicit": 31, "explicitli": [7, 31, 32], "explor": [22, 30], "export": 28, "express": [5, 7, 8, 9, 11, 15], "extend": [1, 5, 9, 25, 27], "extens": [0, 2], "extern": 26, "extra": [7, 8], "extract": [5, 9, 15, 17, 18, 28, 29], "extrem": [5, 6, 15, 30], "ey": 6, "eye_color": 6, "f": [6, 15, 30], "fact": 6, "factor": 32, "faint": 15, "fair": 15, "fairi": 15, "fairli": 6, "fall": 10, "fals": [5, 11, 17, 28, 29], "falter": 29, "famili": 15, "familiar": 7, "far": [6, 10, 11, 23], "fare": [27, 28, 29, 31, 32], "fare_in_dkk": 27, "farewel": 15, "fast": [10, 11], "fatima": 31, "favorit": 10, "fd": 30, "featur": [6, 20, 21, 22, 23, 26, 30], "femal": [27, 28, 29, 31, 32], "feng": 8, "fetch": 9, "few": [5, 6, 15, 21, 23, 29, 30], "field": 15, "fig": 4, "figsiz": 4, "figur": [6, 7, 15], "file": [3, 14, 18, 20, 21, 23, 26], "filenam": [6, 30], "filenotfounderror": 30, "filepath": 30, "filepath_of_text": 30, "fill": 27, "filter": [15, 31], "final": [6, 8, 9, 11], "find": [1, 5, 7, 8, 9, 15, 22, 23, 24, 25, 28], "findal": 15, "finder": [22, 23], "fine": 23, "finger": [6, 22, 25, 30], "finicki": 23, "finish": [10, 23], "first": [5, 6, 7, 8, 9, 10, 11, 12, 15, 16, 17, 23, 28, 29, 30, 31, 32], "first_nam": 6, "firstnam": 10, "fish": 10, "fit": 32, "five": [28, 29, 31], "fix": [4, 8, 10, 23, 26], "flabadab": 6, "flag": 26, "flash": 15, "flavor": 2, "float": [8, 9, 11, 18, 27, 28], "float64": [27, 28, 29, 32], "floor": [5, 7], "florenc": [28, 29, 31, 32], "flow": [8, 11, 17], "focu": 24, "focus": 11, "fold": 5, "folder": [22, 23, 28], "follow": [2, 3, 5, 6, 7, 8, 9, 10, 11, 12, 15, 22, 23, 27, 28, 29, 31], "food": 25, "fool": 15, "fora": 19, "fordi": 15, "forgot": 8, "form": [5, 9, 15, 17, 27], "format": [6, 18, 28, 30], "former": 7, "formula": 7, "forskellig": 0, "forward": 9, "found": [12, 20, 21, 23, 32], "foundat": [13, 24], "four": [5, 10, 17], "fourth": [9, 10], "fra": 15, "fraction": [7, 17], "frame": [27, 28, 29], "framework": 30, "franc": 15, "free": 24, "frenzi": 15, "frequenc": 30, "frequent": 30, "fridai": 15, "fright": 15, "from": [1, 4, 5, 6, 7, 8, 10, 11, 13, 15, 17, 18, 20, 21, 22, 23, 25, 27], "front": [1, 25, 26], "frontier": 2, "ft": 30, "fuction": 17, "fulfil": 11, "full": [7, 13, 15, 23, 32], "full_nam": 7, "full_text": 30, "fulli": 16, "fun": [6, 11], "function": [2, 6, 7, 9, 10, 12, 15, 18, 26, 27, 28, 29, 30, 31, 32], "fundament": [6, 15, 30], "further": [20, 21, 22, 30, 31], "futrel": [28, 29, 31, 32], "futur": [6, 8, 23, 26], "fynnei": 31, "g": [6, 7, 9, 15, 17, 22, 24, 32], "gain": [15, 24], "gallant": 15, "game": 13, "gather": [11, 24], "gbp": 27, "geeksforgeek": [27, 28], "gender": 32, "gener": [0, 6, 9, 11, 32], "geneva": 15, "geneves": 15, "german": 15, "germani": 15, "get": [1, 2, 3, 5, 8, 9, 15, 24, 25, 30, 31, 32], "giant": [1, 25], "gilman": 30, "gip": 10, "giraff": 10, "girl": 15, "give": [7, 10, 15, 23, 30], "given": [6, 7, 8, 9, 18, 27, 32], "go": [8, 10, 11, 12, 22, 23, 26, 31], "goal": [9, 11], "godwin": 15, "goe": [5, 8, 9, 10], "gold": [8, 9], "gone": 30, "good": [7, 8, 11, 15, 19, 23], "googl": 19, "gosta": 29, "got": 8, "grade": 11, "graham": [28, 29, 31, 32], "grammar": [8, 17], "grammat": 15, "grasp": 16, "great": [11, 15], "greater": [5, 7, 11, 29, 31], "greedi": 15, "green": [6, 10, 30], "greenland": 15, "greet": 17, "grimm": 15, "group": 10, "grow": 10, "guess": 6, "guessed_correctli": 11, "guid": [4, 8, 15, 23, 26], "gutenberg": 15, "h": 7, "ha": [1, 5, 6, 7, 8, 9, 10, 15, 17, 18, 19, 23, 25, 28, 29, 30, 31], "had": [15, 30], "half": 7, "halo": 15, "hand": [9, 20], "handi": 5, "handiest": [6, 30], "handl": [7, 31, 32], "hang": 15, "happen": [6, 7, 15, 22, 29, 30], "har": 0, "harder": 30, "harri": [28, 29, 31, 32], "harrypotter1": 9, "have": [1, 3, 6, 9, 10, 11, 12, 13, 15, 17, 20, 21, 23, 24, 25, 26, 28, 29, 30, 31], "haven": [6, 26], "hdhpk14": 2, "he": [15, 30], "head": 23, "heath": [28, 29, 31, 32], "heaven": 15, "heavi": 15, "heer": 2, "heikkinen": [28, 29, 31, 32], "helen": [28, 29, 31, 32], "hello": [5, 7, 8, 17, 23], "help": [0, 1, 2, 5, 6, 9, 12, 15, 16], "henri": [28, 29, 31, 32], "hentet": 0, "her": 30, "here": [0, 1, 2, 4, 5, 6, 7, 8, 10, 11, 14, 20, 21, 22, 23, 25, 26, 27, 28, 29, 30], "herfra": 0, "herself": 30, "hewlett": [29, 31], "hi": [5, 15, 30], "hickman": 28, "hide": 20, "high": [0, 6, 9, 11], "higher": [6, 8, 11, 28], "highlight": 23, "him": 30, "himself": 30, "hint": [0, 6, 9, 11], "hire": 15, "histor": 15, "hit": 15, "hivb10078u": 14, "hold": [9, 18, 22, 27], "holdgraf": 2, "holdgraf_evidence_2014": 2, "holidai": 15, "homer": 15, "horizont": 27, "hot": 4, "hover": 21, "how": [0, 1, 3, 6, 7, 8, 11, 12, 15, 17, 19, 22, 24, 25, 26, 28, 30, 31], "howel": [28, 29, 31, 32], "howev": [5, 6, 7, 11, 22, 23, 26, 28, 30], "html": [0, 4], "http": [0, 15], "hulda": 31, "human": [2, 6, 15, 25], "hundr": 9, "hung": 15, "hvad": 15, "hvi": 15, "hvordan": 0, "hyphen": 9, "i": [3, 4, 5, 12, 13, 15, 17, 18, 19, 26, 29, 30, 31, 32], "icon": [20, 21, 22, 23], "id": [10, 23], "idea": [8, 19, 23], "ideal": 6, "identifi": [15, 18, 28], "idiom": 6, "ignor": [8, 17], "igonr": 5, "ii": 4, "ikk": 15, "illustr": [5, 15, 30], "iloc": [29, 33], "imag": 4, "imagin": 11, "immedi": 0, "import": [0, 4, 6, 7, 8, 11, 15, 18, 30], "improv": 11, "inadvert": [1, 25], "inbox": 23, "includ": [0, 3, 4, 5, 8, 9, 10, 11, 15, 17, 21, 23, 26, 28, 30, 32], "inclus": [29, 31], "incomplet": 8, "incorrect": 0, "incorrectli": 8, "increas": 15, "incredibli": 15, "increment": [10, 11], "indent": [10, 11], "indentationerror": 10, "independ": 32, "index": [8, 10, 27, 28, 31], "indexerror": [9, 10], "indic": [0, 6, 8, 10, 15, 17, 18, 22, 27, 28, 29], "indispens": 31, "individu": [5, 6], "inds\u00e6tt": 15, "ineffici": 31, "inf": 14, "infant": 15, "inferior": 15, "info": 29, "inform": [0, 3, 4, 6, 7, 9, 17, 18, 27, 32], "inherit": 6, "init": 3, "initi": [6, 8, 9, 10, 11, 17, 23], "inlin": 2, "inner": 29, "input": [2, 8, 17, 22, 23], "insert": [2, 9, 15, 30], "insid": [6, 8, 10, 22, 29, 30], "insight": [0, 15], "inspect": [15, 28], "inspir": [1, 25], "inspirit": 15, "instal": [1, 12, 20, 21, 24, 25], "instanc": [8, 30], "instantli": 23, "instead": [5, 6, 9, 10, 11, 23, 30, 31, 32], "instruct": [3, 6, 12, 23], "insuper": 15, "int": [5, 6, 7, 8, 11], "int64": [27, 28, 29, 32], "integ": [8, 9, 10, 11, 27, 28, 29, 31], "integr": 23, "intend": 1, "intent": 26, "interact": [4, 5], "interactiveshel": 30, "interest": [15, 25, 32], "intermediari": 23, "intern": 2, "interpret": [7, 9], "interrupt": 11, "interv": [9, 22], "intric": 29, "intro": [1, 25], "introduc": [11, 29], "introduct": [1, 13, 25], "intuit": 31, "invalid": [7, 8, 30], "involv": [18, 31], "io": 0, "io_open": 30, "ion": 4, "ip": 10, "ipynb": [2, 20, 21], "ipython": 30, "irectori": 28, "irresist": 15, "irrespect": 29, "isin": 29, "isn": [7, 8, 11, 23, 26], "isol": 28, "issu": [0, 23, 28], "itali": 15, "item": [5, 6], "iter": [9, 10, 11], "its": [6, 7, 8, 9, 10, 11, 15, 18, 22, 23, 25, 26, 27, 30, 31], "itself": [5, 6, 15, 30], "j": [29, 31], "jacqu": [28, 29, 31, 32], "jame": 29, "jeg": [0, 15], "jepsen": 30, "job": [29, 31], "johan": [29, 31], "john": [28, 29, 31, 32], "johnston": [28, 29, 31, 32], "join": [5, 9, 15, 17], "jon": 10, "joseph": 31, "jr": [29, 31], "judgement": 15, "juli": 15, "juliet": 9, "juliu": 31, "jump": 23, "june": 15, "juoza": [28, 29, 31, 32], "juptyt": 5, "jupyt": [1, 2, 3, 4, 6, 7, 10, 11, 17, 22, 23, 25, 26, 28], "jupyterbook": [0, 2], "jupyterlab": [], "jupytext": 3, "jura": 15, "just": [2, 6, 7, 8, 9, 23, 26, 30, 32], "kald": 15, "kan": [0, 15], "karl": [28, 29, 31, 32], "karolina": [29, 31], "kb": [20, 28, 29], "keep": [4, 6, 7, 10, 11], "kei": [22, 23], "kernel": [3, 6, 11, 28], "keyboard": 22, "kill": 9, "kind": [2, 5, 8, 9, 11, 17], "kingcom": [29, 31], "knight": 2, "know": [1, 6, 8, 11, 17, 25, 30], "knowledg": [11, 24], "known": [5, 8, 17, 28, 31], "koden": 0, "kub": [1, 24, 25], "kubdatalab": 20, "kwarg": 30, "l": [9, 30], "la_": 4, "lab": [5, 6, 10, 11, 17, 22, 23, 26], "label": [6, 7, 18, 27, 29, 31, 32], "ladi": 15, "laina": [28, 29, 31, 32], "languag": [2, 5, 6, 7, 9, 10, 12, 16, 17, 19, 25, 30], "larg": [5, 10, 28, 29], "larger": 8, "largest": 8, "last": [5, 6, 7, 9, 10, 15, 17, 22, 23, 28, 30], "lastnam": 10, "later": [5, 6, 8, 10, 23, 27, 30], "latest": [0, 23, 26], "latter": 7, "launch": 23, "launcher": [22, 23], "lave": 15, "lavet": 0, "lawrenc": 31, "lead": 31, "learn": [1, 12, 15, 19, 23, 25], "least": [8, 9], "leav": [6, 8, 15, 17], "left": [6, 9, 20, 22], "legal": 10, "legend": 4, "lemonad": 30, "len": [6, 7, 8, 9, 10, 15], "lenght": 23, "length": [5, 9, 10, 23, 27, 29], "lengthen": 9, "leonard": [29, 31], "less": [0, 5, 23], "lesson": [5, 7, 9], "let": [1, 3, 6, 7, 8, 17, 25, 30], "letter": [6, 7, 8, 9, 15, 30], "level": 0, "lewi": 28, "lib": 30, "librari": [1, 6, 7, 18, 19, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32], "library_nam": 6, "licens": 23, "light": 9, "like": [2, 3, 5, 6, 7, 8, 9, 10, 11, 15, 16, 17, 18, 20, 21, 23, 27, 28, 30], "likewis": 28, "lili": [28, 29, 31, 32], "limit": [0, 23, 28, 29], "line": [2, 3, 4, 6, 7, 8, 9, 10, 11, 17, 18, 23, 26, 27, 28, 29, 30, 31, 32], "line2d": 4, "link": [17, 23], "linspac": 4, "list": [0, 6, 10, 11, 13, 16, 17, 18, 23, 27, 29, 31, 32], "list_nam": 9, "listen": 15, "liter": [7, 8], "literatur": [15, 30], "littl": [6, 15, 30], "live": [15, 21], "ll": [2, 6, 10, 13, 22, 23, 30], "load": [21, 28, 29, 31, 32], "loan": 7, "loc": [29, 33], "local": [1, 23, 25, 26], "locat": [6, 9, 23, 28, 31], "log": 23, "logic": [5, 10, 17, 25, 29], "login": 23, "logspac": 4, "london": 15, "long": [5, 6, 7, 9, 11, 15, 22, 30], "longer": 23, "look": [5, 6, 7, 8, 9, 10, 11, 15, 27, 30], "loop": [9, 13, 15], "lot": [2, 4, 7, 11, 16, 23, 30], "love": 15, "low": [6, 9, 11], "lower": [6, 8, 15, 30], "lowercas": 15, "lowercase_text": 30, "lt": 30, "lucern": 15, "lullabi": 15, "luxuri": 15, "lw": 4, "lyric": 30, "m": [6, 15, 23, 30], "machin": [11, 23], "maco": 26, "made": [10, 22, 30, 32], "magic": [7, 28], "magistr": 15, "magnitud": 5, "mai": [0, 5, 6, 7, 8, 11, 15, 21, 23, 26, 27, 28, 29, 30, 31, 32], "main": 26, "maintain": [22, 23], "make": [1, 4, 5, 6, 7, 8, 10, 11, 15, 18, 23, 25, 26, 27, 30, 32], "male": [27, 28, 29, 31, 32], "man": [0, 15], "manag": [15, 18, 23, 27], "mang": 15, "mani": [2, 3, 5, 6, 9, 10, 11, 15, 19, 21, 23, 25, 26, 28], "manipul": [28, 29, 30], "manual": [6, 22], "map": 0, "margaret": [15, 28, 29, 31, 32], "marguerit": 31, "mari": [15, 29, 31], "maria": 31, "mark": [6, 7, 8, 17, 26], "markdownfil": 3, "markedli": 2, "markup": 2, "mask": [29, 31], "masselmani": 31, "master": [29, 31], "match": [7, 15, 27], "materi": [1, 20, 21, 25], "math": [4, 7, 17], "mathemat": 6, "mathemath": 5, "matplotlib": 4, "matter": [5, 6, 11], "mattter": 23, "max": [9, 17, 32], "max_column": 28, "max_row": 28, "maximum": [9, 28], "mbox": 4, "mccarthi": [29, 31], "mcgowan": 31, "md": [2, 3], "me": [15, 21, 30], "mean": [1, 4, 5, 6, 8, 9, 11, 15, 17, 23, 25, 30, 32], "meaning": [8, 10], "meaningful_word": 30, "meaningful_words_t": 30, "meaningfulli": 8, "meant": 21, "measur": 9, "med": 15, "median": 32, "medium": 4, "melani": [1, 25], "melwalsh": 21, "memori": 29, "memory_usag": 28, "mention": [9, 23], "menu": [20, 22, 23], "merchant": 15, "mere": 15, "messag": [6, 7, 10, 17, 26, 30], "met": [5, 11, 17], "metadatacharact": 15, "metaphor": 25, "method": [0, 15, 18, 22, 24, 25, 27, 28, 29, 31, 32], "method_nam": 9, "metric": 11, "mi": 8, "microsoft": 23, "middl": 20, "might": [0, 5, 6, 7, 8, 16, 22, 23, 29, 30, 31], "min": [6, 9, 32], "mind": [10, 23, 25], "miniatur": 15, "minimum": [6, 9], "minu": [5, 9], "minut": [6, 15, 21, 22], "miss": [1, 18, 25, 27, 28, 29, 31, 32], "misspel": [6, 10], "mitski": 30, "mix": 11, "mockeri": 15, "mockingbird": 9, "moder": 11, "modern": 15, "modif": 17, "modifi": [1, 9, 17, 22, 23, 25], "modul": [8, 11, 17, 30], "modulo": 7, "moment": 11, "momentari": 15, "mondai": 15, "monoton": 15, "montvila": [28, 29, 31, 32], "monypeni": [29, 31], "moran": 29, "more": [1, 3, 4, 5, 6, 7, 8, 9, 10, 11, 13, 17, 23, 24, 25, 26, 27, 28, 29, 30, 32], "moreov": [2, 29], "most": [1, 2, 6, 7, 8, 9, 10, 15, 20, 21, 22, 23, 25, 26, 29, 30, 31], "most_common": 30, "most_frequent_meaningful_word": 30, "mostli": 23, "move": [9, 11, 23], "mr": [15, 28, 29, 31, 32], "much": [1, 5, 6, 10, 11, 23, 25, 28, 30, 32], "mule": 15, "mulipli": 5, "multipl": [6, 7, 9, 11, 17, 22, 30, 32], "multipli": [5, 7, 27], "murder": 15, "murderess": 15, "music": 30, "must": [0, 2, 7, 8, 10, 11, 23, 24, 26, 29], "mutabl": 6, "my": [10, 15, 30], "my_first_vari": 6, "myself": 30, "myst": 0, "mysteri": 15, "m\u00e5de": 15, "n": [2, 4, 6, 7, 9, 10, 15, 30], "name": [5, 7, 8, 17, 18, 22, 25, 27, 28, 29, 31, 32], "nameerror": [6, 8, 10, 30], "nan": [27, 28, 29, 31, 32], "narrow": 15, "nasser": 31, "navig": [16, 23], "nby": 15, "ndigit": 8, "necess": 15, "necessari": [7, 24], "necessarili": 7, "need": [3, 5, 6, 7, 8, 9, 10, 11, 15, 17, 20, 21, 22, 23, 24, 26, 27, 29, 30, 31], "neg": [6, 8, 9, 11, 17], "negat": 5, "neither": 8, "nest": [6, 10], "neurosci": 2, "never": 11, "new": [6, 7, 8, 9, 10, 11, 12, 15, 17, 22, 23, 30], "new_df": 28, "new_vari": 30, "newer": 22, "newest": [23, 26], "next": [5, 8, 9, 15, 22, 23, 32], "nichola": 31, "ning": 15, "non": [9, 15, 28, 29], "none": [8, 9, 23, 28], "nor": [15, 30], "normal": [7, 8, 10], "north": 15, "norton": [29, 31], "note": [0, 2, 5, 6, 7, 8, 30, 31], "notebook": [1, 2, 6, 7, 11, 12, 15, 22, 23, 25, 26, 28, 29, 30], "noth": 8, "notic": [5, 6, 10, 23], "notna": 29, "now": [5, 6, 8, 9, 11, 23, 26, 27, 28, 30], "np": 4, "null": [28, 29], "num_as_float": 7, "num_as_int": 7, "num_as_str": 7, "num_class": 7, "num_per_class": 7, "num_stud": 7, "number": [5, 6, 8, 9, 10, 15, 17, 18, 23, 27, 28, 29, 30], "number_of_desired_word": 30, "numer": [5, 18, 32], "numeric_onli": 32, "numpi": 4, "nurs": 15, "o": [9, 15, 23, 28], "o2": [28, 29, 31, 32], "obei": 6, "object": [17, 18, 27, 28, 29, 31], "object_nam": 9, "obtain": 27, "obviou": 0, "oc": 6, "occur": [7, 8, 22], "occurr": 15, "ocean": 15, "odiou": 15, "off": [2, 3, 8, 23], "offer": [1, 25, 29, 31], "offic": [17, 19, 31], "offici": [1, 11, 25, 31, 32], "often": [0, 5, 7, 10, 15, 18, 26, 30], "og": 15, "oh": 15, "ok": 30, "old": [6, 9, 27], "older": 23, "om": 15, "omit": 8, "onc": [6, 9, 10, 17, 23, 30], "one": [2, 5, 6, 7, 8, 9, 10, 11, 15, 17, 23, 26, 27, 30], "ones": 11, "onli": [5, 6, 9, 11, 15, 22, 23, 26, 27, 28, 29, 30, 31, 32], "onlin": [8, 15, 19, 20, 21], "open": [11, 15, 24, 30], "oper": [6, 8, 9, 10, 11, 18, 26, 27, 28, 29, 30, 31], "operand": [5, 7, 17], "opportun": 13, "opposit": [5, 17], "opreat": 5, "optim": 29, "option": [0, 5, 22, 23, 26, 28], "optr\u00e6der": 15, "oq": 29, "ord": 15, "orden": 15, "order": [5, 6, 8, 9, 10, 23, 27], "org": [0, 2, 15, 23], "organ": [6, 27], "origin": [6, 9, 10, 11, 17, 18, 29, 30], "ork": 28, "other": [1, 3, 6, 7, 8, 9, 10, 15, 17, 19, 20, 21, 22, 23, 24, 25, 26, 30, 31], "otherwis": [5, 8, 10, 11], "oticaps": 9, "our": [1, 6, 10, 12, 13, 15, 17, 19, 23, 24, 25, 26, 30, 32], "ourselv": [26, 30], "out": [1, 4, 5, 6, 7, 8, 9, 10, 11, 15, 23, 25, 28, 30], "outer": [8, 29], "output": [3, 5, 6, 7, 8, 9, 11, 17, 23, 27, 30], "outsid": [6, 11, 30], "over": [10, 11, 21, 23, 30], "overlook": 0, "overview": [2, 5, 28], "overwrit": [6, 10], "overwritten": [9, 10], "owen": [28, 29, 31, 32], "own": [6, 9, 11, 12, 20, 21, 30, 31], "p": [10, 28], "pacif": 15, "packag": [23, 26, 30], "page": [1, 2, 3, 10, 11, 15, 20, 21, 23, 24, 25], "pages_read": 10, "pages_remain": 10, "pages_written": 11, "pain": 10, "palsson": [29, 31], "panda": [1, 16, 17, 24, 25, 33], "paper": 11, "paramet": [17, 27, 28], "parch": [28, 29, 31, 32], "parent": 22, "parenthes": [6, 8, 11, 27, 29], "parser": 0, "part": [1, 6, 7, 9, 17, 24, 25, 31], "parti": 23, "particip": 13, "particular": [9, 17, 18], "particularli": [29, 31], "partli": 15, "paslei": 2, "pass": [6, 8, 17, 32], "passeng": [28, 29, 32], "passengerid": [28, 29, 31, 32], "past": [11, 22], "path": [3, 19, 22], "pathwai": 23, "patient": 21, "patrick": [28, 29, 31, 32], "pattern": [10, 15, 32], "pc": [23, 28, 29, 31, 32], "pclass": [28, 29, 31, 32], "pd": [26, 28, 29, 31, 32], "pdf": [1, 25], "peel": [28, 29, 31, 32], "peopl": [6, 7, 8, 23, 26, 30], "per": [7, 32], "percentag": 5, "perfect": 7, "perfectli": 11, "perform": [6, 7, 11, 15, 17, 29, 31], "perhap": 23, "period": [7, 15], "perkin": 30, "persist": 10, "person": [6, 8], "perspect": 25, "petersburgh": 15, "pg84": 15, "philosoph": 9, "phrase": 15, "pick": 30, "pictur": 15, "piec": 17, "pig": 10, "ping": 8, "pip": 26, "pip3": 23, "pitfal": 0, "place": [5, 8, 9, 15, 19], "placement": 10, "plain": [15, 18], "plank": 31, "platform": 19, "pleas": [1, 12, 25], "plot": 4, "plt": 4, "plu": [7, 15], "point": [15, 17, 18, 23, 30], "pointer": 8, "poor": [8, 15], "poorli": 30, "pop": [9, 23], "popular": 19, "portion": [5, 9, 18], "portrait": 15, "posit": [5, 6, 9, 11, 15, 17, 27, 29, 31], "possess": 13, "possibl": [15, 17, 23], "possibli": 7, "post": [4, 11], "potenti": [0, 18, 29], "potter": [29, 31], "pow": 5, "power": [2, 5, 31, 32], "powershel": 22, "practic": 6, "pre": 17, "preced": [11, 15], "precis": [6, 8, 17, 30], "predefin": 32, "predict": [2, 8, 23], "prefer": [], "preinstal": 23, "prepar": 13, "presenc": 3, "present": [1, 25, 29], "preserv": 15, "press": [11, 22, 23], "pressur": [11, 28], "presumpt": 15, "prevent": 7, "preview": 9, "previou": [6, 10, 15, 29, 32], "price": [27, 32], "primari": [19, 20], "print": [3, 7, 8, 9, 10, 15, 17, 20, 21], "printout": 6, "prior": 21, "privat": 23, "probabl": [6, 30], "problem": [0, 7, 8, 10], "problemat": 8, "process": [5, 11, 15, 16, 17, 23], "produc": [8, 9, 10], "product": 5, "program": [5, 6, 7, 8, 9, 10, 16, 17, 19, 23, 30], "progress": 15, "project": [6, 11, 15, 20, 21, 22], "prometheu": 15, "promis": [6, 15, 30], "prompt": [22, 26], "proof": 15, "prop_cycl": 4, "proper": [1, 25], "properli": [2, 10, 11, 30], "properti": [5, 18, 29, 31], "proverbi": [1, 25], "provid": [6, 11, 17, 18, 22, 23, 24, 26, 27, 28, 29, 31, 32], "pseudocod": 11, "puberti": 30, "punctuat": [6, 8, 30], "punktum": 15, "pure": [29, 31], "purpos": [2, 8], "put": [6, 15, 30], "pwd": 28, "py": 30, "pyplot": 4, "python": [1, 5, 7, 8, 9, 10, 11, 12, 13, 15, 16, 17, 18, 22, 24, 25, 26, 27, 28, 29, 30], "python3": [23, 30], "python_regex": 15, "p\u00e5": 15, "q": [28, 29, 31, 32], "queri": 7, "question": [5, 6, 7, 8, 9, 10, 11], "quick": 28, "quickli": 30, "quit": 11, "quot": [7, 10], "quotat": [6, 7, 8, 17], "quotient": 5, "r": 15, "rae": 30, "rain": 15, "rais": 30, "ramsai": 2, "randint": 11, "randn": 4, "random": [4, 11], "rang": [4, 5, 9, 11, 17, 29, 31], "rangeindex": [28, 29], "rapidli": 15, "rare": 9, "rate": 27, "rather": [6, 9, 10, 31], "raw_text": 15, "rcparam": 4, "re": [11, 15, 22, 23, 31], "reach": 10, "read": [6, 7, 8, 10, 11, 17, 23, 25, 26, 29, 30, 31, 32, 33], "read_": 28, "read_csv": [28, 29, 31, 32], "read_excel": 28, "readabl": [6, 30, 31], "reader": [0, 11, 26], "readi": [23, 28], "readthedoc": 0, "real": [6, 11, 17, 30], "realiti": 15, "realiz": 15, "realli": 11, "realpython": 23, "reason": [7, 8, 25], "reassign": 6, "recent": [6, 7, 8, 9, 10, 22, 30], "recognit": [1, 25], "recommend": [6, 11, 23, 24, 25], "recompens": 15, "rectangular": 32, "red": [6, 10], "redgreenblu": 10, "refer": [0, 2, 5, 7, 9, 11, 16, 17, 18], "reflect": [20, 22], "regard": 8, "regex101": 15, "regular": [2, 9, 11, 15, 22], "reinforc": [6, 30], "rel": [6, 15, 28], "relat": [0, 11, 15, 19, 26], "releas": 23, "relev": [6, 15], "reli": 26, "reliabl": 23, "remain": [7, 8, 10, 11, 15], "remaind": [5, 7], "remark": 15, "rememb": [6, 7, 8, 9, 10, 11, 12, 19, 29, 30], "remov": [9, 10, 15, 17, 23, 30], "renam": 22, "render": 2, "reopen": 6, "reorder": 10, "repeat": [7, 8, 10, 17], "repeatedli": 11, "replac": [6, 10, 15, 22], "replic": 21, "report": [5, 6, 8, 9], "repres": [5, 7, 9, 17, 18, 27, 28, 29, 32], "reproduc": 4, "republ": 15, "request": [15, 23], "requir": [0, 7, 8, 11, 17, 23, 24, 25, 26, 27, 29], "rerun": 6, "research": 23, "reserv": [6, 30], "reset": 6, "reshap": [18, 27], "resist": [6, 30], "resourc": 19, "respect": [22, 23, 29, 32], "respond": 23, "ressourc": [1, 25], "rest": [3, 15], "restor": 15, "result": [5, 6, 7, 8, 9, 10, 11, 15, 28, 29, 30, 32], "retain": 10, "rethink": 6, "retreat": 15, "retriev": 15, "return": [5, 7, 9, 11, 15, 17, 23, 27, 28, 29, 30, 31, 32], "reusabl": 17, "reuss": 15, "rev": [28, 29, 31, 32], "reveal": [20, 21], "revers": 9, "revert": 22, "review": [12, 15, 25], "rewrit": 31, "rgb": 10, "rice": [29, 31], "rich": 8, "richard": [29, 31], "rid": 15, "right": [5, 6, 7, 9, 15, 21, 22, 23], "rint": 28, "rise": 15, "risk": 0, "robert": [2, 15], "robust": 29, "rock": 15, "roman": 15, "romeo": 9, "room": 9, "root": 23, "row": [7, 18, 27, 28, 32], "rule": [6, 8, 11, 17], "run": [1, 3, 5, 6, 8, 10, 11, 12, 20, 21, 22, 24, 25, 26, 28, 30], "runtim": [9, 10], "russia": 15, "russian": 15, "rut": 31, "sa": 15, "safe": 9, "sai": [6, 7, 15, 23], "sake": 30, "salli": [29, 31], "same": [2, 5, 6, 8, 9, 11, 21, 27, 28, 30, 31, 32], "sampl": 4, "san": 15, "sandstrom": 31, "saundercock": 31, "save": [22, 23, 28], "savil": 15, "scenario": [9, 29, 31], "scene": 15, "scienc": [6, 19], "scipt": 11, "scope": 15, "scratch": 17, "screen": 23, "script": [6, 13, 22, 26, 30], "scroll": 23, "se": 0, "sea": 15, "search": [15, 22], "season": 10, "sec": 6, "second": [5, 6, 7, 9, 10, 11, 13, 15, 22, 31], "secret": 11, "secret_numb": 11, "section": [5, 12, 22], "see": [0, 1, 2, 3, 4, 6, 7, 8, 9, 12, 15, 17, 20, 21, 22, 23, 26, 27, 28, 30, 32], "seealso": 0, "seed": 4, "seem": [5, 16, 17], "seen": [6, 8, 29, 31], "select": [6, 9, 18, 22, 23, 27, 28, 32], "self": [6, 8, 23], "sell": 23, "semant": 25, "semest": 7, "sens": [5, 6, 7, 8, 15, 23, 32], "sensit": 23, "sentenc": 8, "separ": [6, 7, 9, 18, 26, 28, 29], "sequenc": [5, 10, 17, 18], "seri": [6, 17, 23], "seriou": 0, "serv": 2, "servant": 15, "server": 22, "servic": [21, 22], "session": 23, "set": [5, 6, 7, 9, 10, 11, 15, 17, 18, 22, 23, 24, 27, 28, 30], "set_opt": 28, "sever": [0, 11, 23, 24], "sex": [27, 28, 29, 31, 32], "shakespear": 15, "shape": [18, 27, 29], "share": 11, "shatter": 15, "she": [5, 30], "shell": 26, "shellei": 15, "shift": [22, 25], "short": [5, 6, 11, 13, 17, 30, 31], "shortcut": [22, 32], "shorten": 9, "should": [1, 3, 7, 10, 11, 20, 23, 25, 28, 30], "shoulder": [1, 25], "show": [2, 3, 6, 8, 10, 15, 22, 28, 30], "shown": [5, 9, 23], "shut": [8, 22], "shutdown": 22, "sibsp": [28, 29, 31, 32], "side": [0, 5, 9, 23], "sidebar": [20, 22], "sign": [1, 4, 6, 7, 15, 25, 30], "signal": 10, "similar": [0, 2, 9, 11, 12, 27], "similarli": 31, "similiar": 11, "simpl": [2, 6, 8, 9, 10, 11, 18, 24, 28, 31], "simpler": [8, 30], "simpli": [10, 23, 30], "simplifi": [18, 26, 27, 29, 31], "sin": 15, "sinc": [7, 8, 11], "singl": [6, 7, 9, 17, 18, 22, 29, 30], "single_lett": 10, "site": [15, 30], "situat": 8, "six": 15, "size": [9, 32], "skew": 32, "skill": 11, "skip": [23, 28], "skrevet": 15, "skull": 15, "slice": [29, 31], "slight": 2, "slightli": [8, 23], "slither": 23, "sloper": 31, "slow": [9, 11, 23], "small": [2, 13, 15, 17], "smaller": [8, 11, 17], "smallest": 8, "smart": 15, "smith": 10, "smooth": 23, "sm\u00e5t": 15, "snake": 6, "so": [0, 1, 3, 5, 6, 7, 9, 10, 11, 12, 15, 17, 21, 22, 23, 24, 25, 26, 28, 30, 31], "social": 6, "softwar": [17, 23, 27], "solut": 31, "solv": [0, 6, 8, 11, 15, 23], "some": [2, 4, 5, 6, 7, 9, 10, 11, 15, 17, 19, 23, 24, 30], "someon": 6, "someth": [0, 6, 10, 11, 17, 23, 27, 30], "sometim": [6, 23, 30], "song": 9, "sort": 15, "soton": 29, "soul": 15, "sourc": [6, 8, 20, 21, 25, 28], "southern": 15, "sp": 30, "space": [5, 6, 10, 11, 15, 17, 22, 23, 30], "span": 2, "special": [0, 2, 5, 6, 8, 15, 18, 29, 31], "specif": [2, 7, 9, 11, 17, 18, 22, 28, 31, 32], "specifi": [5, 8, 9, 10, 17, 27, 28, 29, 31], "speed": [11, 31], "spell": 8, "sphinx": 2, "split": [30, 32], "split_into_word": 30, "split_word": 30, "spoke": 8, "spotlight": 22, "spreadsheet": [7, 27, 28], "spring": 10, "squar": [5, 6, 7, 9, 31], "ssl": 23, "st": 15, "stabl": 0, "stackoverflow": 19, "staff": 23, "stai": 11, "stand": [1, 2, 15, 17, 18, 25], "standard": [0, 6, 7], "start": [0, 2, 3, 5, 6, 7, 8, 9, 10, 11, 12, 13, 15, 16, 17, 22, 24, 27, 30, 31], "starter": 2, "state": [4, 5, 10, 22], "statement": [6, 8, 9, 18, 26, 27, 29, 31], "statist": 33, "std": 32, "steadi": 15, "steder": 15, "step": [10, 11, 32], "still": [6, 7, 10, 26], "stitch": 15, "stoker": 30, "ston": [28, 29, 31, 32], "stone": [9, 30], "stop": [5, 6, 9, 11, 15, 17, 22], "stopword": 30, "storag": [6, 9], "store": [2, 7, 9, 17, 18, 23, 27, 28, 30], "stori": 15, "storm": 15, "stort": 15, "str": [5, 7, 8, 9], "straightforward": [29, 31], "strang": 15, "strengthen": [6, 30], "stride": 9, "string": [11, 15, 27, 28], "strip": 15, "strong": [11, 15], "strongli": 10, "structur": [2, 9, 11, 17, 18, 27, 32], "student": [1, 23, 24], "stuff": 23, "style": 0, "subplot": 4, "subscript": 6, "subselect": 32, "subsequ": 22, "subset": [28, 31, 32, 33], "substr": 5, "subtract": [8, 17], "succesfulli": 23, "suddenli": 15, "suggest": [0, 19, 20, 21], "sum": [5, 28], "summari": [28, 31, 33], "summer": 10, "sundai": 15, "super": 15, "support": [3, 8, 9, 28, 32], "suppos": 11, "sure": [1, 4, 11, 23, 25, 26, 30], "surround": [5, 17, 29], "surveil": 23, "surviv": [28, 29, 31, 32], "sutehal": 29, "sw": 30, "swap": [18, 27], "sweat": 11, "switz": 15, "symbol": [6, 15, 17], "syntax": [0, 2, 5, 9, 18, 26, 27, 30, 31], "syntaxerror": [8, 30], "system": [11, 23], "s\u00e5": [0, 15], "t": [2, 4, 5, 6, 8, 9, 10, 11, 15, 16, 17, 22, 23, 26, 28, 30], "tab": [10, 11, 17, 22, 23], "tabl": [6, 10, 18, 29, 32], "tabular": [18, 33], "take": [0, 5, 6, 8, 9, 10, 11, 13, 15, 17, 21, 23], "taken": 11, "tale": 15, "talk": 6, "tap": 22, "task": [10, 15, 17, 29, 31], "taught": 7, "teach": [1, 7, 15, 25], "technic": [23, 31], "technologi": 19, "tediou": 23, "tekstern": 15, "tell": [5, 8, 10, 23, 29], "temperatur": 9, "temperature_001": 9, "temperature_002": 9, "temporari": 6, "tempt": [6, 30], "temptat": [6, 30], "ten": 7, "tendenc": 15, "term": [6, 8, 9, 15, 16, 23], "termin": [22, 26], "terminologi": 16, "terribl": 15, "test": [7, 15], "tester": 15, "tex": 4, "text": [2, 3, 5, 6, 7, 15, 17, 18, 22, 27, 30], "text_end": 15, "text_start": 15, "th": [15, 28, 29, 31, 32], "than": [5, 6, 7, 8, 10, 11, 23, 28, 29, 30, 31], "thank": [1, 25], "thei": [2, 5, 7, 8, 9, 10, 11, 15, 23, 29, 30, 31], "theirs": 30, "them": [5, 6, 8, 9, 10, 11, 12, 17, 22, 23, 24, 30, 31], "themselv": 30, "therefor": [5, 9, 32], "thermomet": 9, "thi": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 12, 13, 15, 16, 17, 18, 22, 23, 24, 26, 27, 28, 29, 30, 31, 32], "thing": [3, 5, 6, 10, 11, 15, 19], "think": [6, 7, 10, 17, 20, 30], "third": [7, 9, 10, 23], "thoma": [15, 29, 31], "thompson": 31, "those": [2, 6, 30, 31], "though": [5, 26, 28, 30], "three": [6, 7, 20, 23, 27, 28], "threshold": 29, "through": [10, 11, 12, 16, 23, 26, 30], "throw": 7, "thu": [5, 6, 8, 9, 11], "thunderstorm": 15, "thursdai": 15, "ti": 9, "ticket": [28, 29, 31, 32], "till": 11, "time": [1, 5, 7, 9, 10, 11, 15, 17, 22, 23, 25, 32], "timothi": [29, 31], "tin": [8, 9], "tini": [6, 30], "tip": 0, "tire": [6, 30], "titan": [28, 29, 31, 32], "titl": 27, "tjekk": 15, "to_": 28, "to_excel": 28, "todai": 15, "togeth": [1, 5, 9, 15, 17, 23, 25, 26, 32], "toggl": 20, "too": [6, 11, 28, 30], "took": 11, "tool": [2, 15, 17, 23, 29, 31], "toolbar": [20, 21, 22], "top": [3, 11, 20, 21, 22, 26], "topic": 13, "torborg": 31, "torpor": 15, "tot_sec": 6, "total": [10, 28, 29], "total_second": 6, "tow": 15, "trace": [6, 8, 11], "traceback": [6, 7, 8, 9, 10, 30], "track": 10, "trackpad": 22, "tradit": 7, "travers": 9, "treat": [3, 5, 6], "troubl": [19, 23], "true": [5, 6, 15, 17, 28, 29, 30, 32], "true_upper_cas": 15, "truncat": 28, "truth": [5, 17], "try": [6, 7, 8, 10, 11, 15, 23, 25], "tupl": [27, 28, 29], "turk": 15, "turkish": 15, "turn": [11, 31], "tutori": 32, "twice": [8, 15], "two": [1, 2, 3, 5, 7, 8, 9, 11, 15, 17, 22, 23, 25, 27, 28, 29, 32], "txt": [15, 30], "type": [0, 6, 8, 10, 11, 12, 18, 22, 23, 27, 28, 29, 32], "typecast": 7, "typeerror": [6, 7, 8, 9], "typic": [0, 6, 8, 15, 17, 18, 27, 32], "u": [1, 6, 8, 11, 15, 20, 25, 28, 29], "ucph": 17, "unchang": [5, 17], "uncl": 15, "unclear": 30, "uncouth": 15, "undefin": 18, "under": [12, 15, 22, 23, 30], "underneath": 5, "underscor": [6, 15, 30], "understand": [0, 3, 5, 6, 8, 10, 11, 13, 15, 16, 17, 24, 28, 30], "undo": 22, "unexpect": [8, 10, 11], "unfamiliar": 16, "uniqu": 18, "univers": [1, 5, 23, 24, 25], "unknown": 28, "unlik": [6, 23], "unlimit": 15, "unnest": [10, 11], "unreason": 7, "unsupport": 7, "unsur": 22, "untermin": 8, "until": [6, 8, 10, 11, 15, 17, 23, 30], "up": [1, 5, 7, 8, 9, 10, 11, 23, 25, 30, 31], "updat": [7, 10, 23, 26, 27], "upload": [22, 23], "upper": [6, 8, 30], "upper_case_word": 15, "uppercas": 15, "urg": 23, "url": [15, 22], "urllib": 15, "urlopen": 15, "us": [0, 2, 3, 5, 8, 9, 12, 15, 17, 18, 19, 22, 24, 26, 27, 28, 29, 30, 32], "usag": 29, "user": [11, 23], "user_guess": 11, "user_input": 11, "usual": [6, 7, 8, 11, 17, 32], "utf": [15, 30], "util": [22, 23], "uw": 21, "u\u00e6gt": 15, "vagabond": 15, "valid": 29, "valu": [5, 10, 11, 17, 18, 27, 29, 30, 31, 32], "valuabl": 7, "value_count": 32, "valueerror": [7, 30], "vand": 31, "vander": [29, 31], "vari": [5, 8], "variabl": [5, 8, 9, 11, 12, 23, 28, 32], "variat": 2, "variou": [8, 11, 27], "ve": [8, 15, 16, 30], "ved": 15, "verbos": 31, "veri": [0, 10, 12, 15, 27, 28, 30], "versatil": 29, "version": [15, 21, 22, 26, 30], "versu": 32, "vestrom": 31, "via": 26, "victor": [29, 31], "video": 31, "view": [7, 22, 27, 28], "vil": 15, "villag": 15, "violat": 8, "violent": 15, "vise": 0, "visit": [1, 8, 25], "v\u00e6re": 15, "w": [28, 29, 30, 31, 32], "w3school": 15, "wa": [9, 10, 15, 20, 21, 22, 25, 30], "wai": [5, 6, 7, 8, 11, 12, 15, 17, 18, 24, 25, 26, 27, 31], "walk": 23, "wallpap": 30, "wallpaper_charlott": 30, "walsh": [1, 7, 25], "walton": 15, "want": [4, 6, 8, 10, 11, 15, 22, 23, 26, 28, 30, 31], "warn": 0, "watch": 15, "wauw": 11, "we": [1, 5, 6, 7, 8, 9, 10, 11, 12, 15, 16, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32], "wear": [6, 30], "web": [19, 22], "webpag": 20, "websit": [15, 19, 23], "week": 15, "welcom": [11, 24], "well": [1, 4, 6, 7, 8, 13, 23, 25, 30, 32], "wendi": 2, "were": [6, 10, 11, 15, 23, 30], "whale": 10, "what": [5, 6, 10, 15, 17, 20, 23, 29, 30, 31, 32], "when": [2, 3, 6, 9, 10, 15, 16, 17, 19, 22, 23, 26, 27, 29, 30], "whenev": 16, "where": [0, 6, 7, 8, 9, 10, 11, 15, 17, 18, 22, 23, 26, 27, 28, 29, 30, 31], "wherea": [2, 27, 29, 32], "whether": [2, 5, 17, 23, 27, 28], "which": [3, 5, 6, 7, 8, 9, 10, 11, 12, 15, 17, 23, 26, 27, 29, 30], "while": [5, 6, 8, 9, 15, 17, 22, 23, 27, 30, 31], "white": 15, "who": [6, 23, 30], "whole": [5, 7, 9, 10, 15, 17, 28], "whom": 30, "whose": [1, 15, 17, 25, 28], "why": [5, 6, 7, 9, 15, 30], "wide": [18, 26, 27, 31], "widespread": 15, "widow": 15, "wikipedia": 25, "wil": 7, "william": [28, 29, 31, 32], "wilson": [29, 31], "win": 23, "window": 26, "winter": 10, "wise": 29, "wish": [23, 24], "within": [9, 11, 17, 22, 27, 28, 32], "without": [6, 9, 10, 11, 17, 21, 27, 28], "wollstonecraft": 15, "women_louisa": 30, "won": [6, 30], "wonder": 5, "wonderland_lewi": 30, "word": [6, 8, 10, 15, 30], "work": [1, 4, 5, 6, 7, 11, 12, 15, 17, 20, 21, 22, 23, 24, 25, 26, 30], "workbook": 30, "workshop": 15, "world": [7, 8, 17], "worri": [6, 23, 28, 30], "would": [0, 5, 6, 7, 9, 10, 11, 20, 21, 27, 30], "wrap": [6, 25], "wreck": 15, "wretch": 15, "write": [0, 2, 3, 6, 7, 8, 9, 10, 11, 13, 15, 17, 23, 33], "written": [2, 3, 7, 11, 15, 17], "wrong": [8, 11], "www": 15, "x": [5, 6, 9, 17, 23], "xlsx": 28, "y": [5, 6, 9, 15], "year": [6, 7], "yellow": 30, "yesterdai": 15, "yet": [6, 16], "you": [0, 1, 2, 3, 4, 7, 8, 9, 10, 11, 12, 13, 15, 16, 17, 18, 19, 20, 21, 22, 25, 26, 27, 28, 29, 30, 31], "your": [1, 2, 3, 4, 5, 6, 8, 10, 11, 12, 15, 17, 19, 20, 21, 22, 24, 25, 28], "your_chosen_vari": 30, "your_vari": 7, "yourself": [6, 30], "yourselv": 30, "z": [8, 30], "zero": [5, 7, 8, 9, 10, 11, 17], "zeroth": 9, "\u00e6gte": 15}, "titles": ["Admonition Boxes", "Welcome", "Markdown Files", "Notebooks with MyST Markdown", "Content with notebooks", "Data Types", "Variables and Assignment", "Data Types and Type Conversion", "Built-in Functions and Help", "Lists", "For Loops", "Conditionals", "Part 1", "Part 2", "2024 Open Data Science", "RegEx and Frankenstein", "Learn All the New Words", "Dictionary for Absolute Beginners", "Dictionary for Pandas", "Get Help and Find Documentation", "Interact With This Book", "How to Interact With This Book", "Open and Navigate JupyterLab", "Install & Run Python", "Sign Up for a Course", "Welcome", "Getting Started with Pandas", "Pandas DataFrame", "Read and Write Tabular Data", "Subsets", "Variables", "loc and iloc", "Summary Statistics", "Getting Started with Data Analysis"], "titleterms": {"1": [6, 7, 8, 9, 10, 11, 12, 22, 23], "2": [6, 7, 8, 9, 10, 11, 13, 22, 23], "2024": 14, "3": [6, 7, 8, 9, 10, 11, 23], "4": [6, 7, 8, 9, 10, 11], "5": [6, 7, 9, 10], "6": [7, 9, 10], "7": [9, 10], "8": 9, "A": [11, 15, 28, 29], "For": [10, 22], "The": [5, 8, 11], "To": 30, "With": [20, 21], "about": [24, 31], "abov": 11, "absolut": 17, "accumul": 10, "ad": 7, "add": [3, 23], "addit": 11, "admonit": 0, "aggreg": 32, "all": 16, "along": 15, "alt": 0, "an": [0, 3, 11], "analysi": 33, "analyz": 11, "andetst": 0, "anoth": 23, "append": [9, 17, 27], "appl": [22, 23], "ar": [6, 9, 11, 24], "argument": [8, 17], "aria": [1, 20, 21, 22, 23, 25], "arithmet": 17, "assign": [6, 7, 17, 30], "attend": 24, "attribut": [1, 18, 25, 27], "automat": 7, "b": 15, "back": 9, "bar": 20, "base": [27, 29], "befor": [6, 24], "beginn": 17, "between": [6, 9], "beyond": 9, "blank": [9, 10, 11], "block": [4, 11], "book": [0, 20, 21], "boolean": [5, 17], "both": [22, 23], "box": 0, "bracket": [15, 29], "built": [5, 8], "calcul": 6, "call": 29, "can": [5, 6, 7], "case": 6, "categor": 32, "categori": 32, "cell": [3, 6], "certain": 8, "chang": [7, 9], "charact": [8, 9], "check": 23, "choos": [6, 7, 30], "citat": 2, "class": [0, 1, 6, 7, 8, 9, 10, 11, 20, 21, 22, 23, 25, 27, 28], "classifi": 10, "click": [20, 21, 23], "cloud": 21, "code": [4, 5, 11, 20, 21], "colab": 23, "column": [27, 28, 29, 31], "combin": 31, "comment": [8, 17], "common": [0, 1, 22, 25], "comparison": 5, "compound": 11, "concaten": [5, 17], "condit": [11, 17, 29], "contain": 9, "content": [4, 12, 13, 33], "control": [7, 11], "convent": 6, "convers": 7, "copi": 9, "correctli": 23, "count": 32, "cours": 24, "creat": [3, 6, 27, 28, 29, 31, 32], "creativ": [1, 25], "csv": [18, 28, 29, 31, 32], "cumul": 10, "curli": 15, "current": 28, "data": [5, 7, 9, 14, 17, 27, 28, 32, 33], "datafram": [18, 27, 28, 29, 31, 32], "deal": 7, "default": 8, "delet": 9, "den": 0, "dereft": 0, "descript": 32, "develop": 17, "dice": 11, "dictionari": [17, 18, 27], "did": 23, "differ": [7, 8, 9], "direct": 2, "directori": [22, 28], "displai": [6, 30], "divis": 7, "document": [8, 17, 19], "doe": 11, "don": 7, "doubl": 5, "doubt": 24, "download": [20, 21, 23], "dtype": 28, "elif": 11, "els": 11, "empti": 9, "end": 9, "environ": 17, "equal": 5, "er": 0, "erda": 23, "error": [8, 10], "everi": 8, "exampl": [0, 3, 11], "excel": 28, "execut": [10, 11], "exercis": [6, 7, 8, 9, 10, 11, 27, 28], "exist": 27, "expand": [20, 21], "expon": 5, "express": 29, "fa": [1, 6, 7, 8, 9, 10, 11, 20, 21, 22, 23, 25, 27, 28], "fab": [1, 20, 21, 22, 23, 25], "file": [2, 15, 22, 28, 29, 30, 31, 32], "fill": [9, 10, 11], "filter": [28, 29], "find": [6, 19], "first": 27, "float": [5, 7, 17], "fra": 0, "frankenstein": 15, "freeli": 7, "from": [9, 26, 28, 29, 30, 31, 32], "full": [20, 21], "function": [5, 8, 11, 17], "fundet": 0, "f\u00f8lger": 0, "f\u00f8rst": 0, "game": 11, "geeksforgeek": 19, "get": [6, 19, 23, 26, 28, 33], "github": [20, 21], "good": 30, "googl": 23, "group": 32, "groupbi": 32, "guess": 11, "guid": [], "happen": 8, "have": [5, 7, 8], "head": 28, "help": [8, 19], "her": 0, "herund": 0, "hidden": [1, 20, 21, 22, 23, 25], "how": [5, 9, 10, 21, 23], "i": [0, 1, 2, 6, 7, 8, 9, 10, 11, 20, 21, 22, 23, 25, 27, 28], "id": 17, "identifi": 10, "iloc": 31, "immut": [9, 17], "impact": 11, "import": [26, 27, 28, 29, 31, 32], "indent": 17, "index": [5, 6, 9, 17, 18, 29], "infinit": 11, "info": 28, "inform": [28, 31], "input": 11, "insid": [5, 11], "instal": [23, 26], "integ": [5, 6, 7, 17], "integr": 17, "interact": [20, 21], "isna": 28, "issu": [20, 21], "item": [9, 10], "jupyt": [0, 20, 21, 30], "jupyterlab": [22, 23], "kei": [5, 6, 7, 8, 9, 10, 11, 27, 28, 29, 32], "kind": 7, "kode": 0, "lab": [], "larg": 9, "last": 8, "learn": [2, 5, 6, 7, 8, 9, 10, 11, 16], "length": [6, 7], "librari": 17, "limit": [6, 30], "list": [9, 15, 30], "loc": 31, "look": 23, "loop": [10, 11, 17], "mac": 23, "maco": [22, 23], "mai": 9, "make": [20, 21], "mark": [5, 15], "markdown": [0, 2, 3, 4], "mathemat": 5, "max": 8, "meaning": 6, "media": 11, "memori": 28, "messag": 8, "metacharact": 15, "metadata": 3, "method": [5, 9, 23], "min": 8, "mix": 7, "modulenotfounderror": 26, "modulu": 5, "more": [2, 15, 31], "multipl": [5, 10, 29], "must": 6, "mutabl": [9, 17], "my": 0, "myst": [2, 3, 4], "name": [6, 10, 30], "nan": 18, "navig": 22, "new": [16, 27], "note": [11, 28, 29], "notebook": [3, 4, 20, 21], "notic": [9, 11], "notna": 28, "number": [7, 11, 32], "object": [5, 6, 7, 8, 9, 10, 11], "off": [6, 30], "offici": [19, 23], "often": 11, "onc": 11, "onli": [7, 8], "open": [14, 20, 21, 22, 23], "oper": [5, 7, 17, 32], "order": 11, "our": 27, "output": [4, 20, 21], "overwrit": 9, "own": 27, "panda": [18, 19, 26, 27, 28, 29, 31, 32], "part": [12, 13], "path": 23, "pd": [18, 27], "pdf": [20, 21], "pencil": [6, 7, 8, 9, 10, 11, 27, 28], "persist": 6, "pip": 23, "pipe": 15, "plai": 20, "point": [5, 6, 7, 8, 9, 10, 11, 27, 28, 29, 32], "powershel": 23, "predict": 6, "print": [6, 11, 30], "problem": 11, "program": 11, "pypi": 26, "python": [6, 19, 23], "question": 15, "quickli": 3, "quotat": 5, "rang": 10, "rather": 23, "re": 30, "read": [15, 28], "recap": 7, "record": 32, "regex": 15, "renam": 27, "rendered": 0, "replac": 9, "represent": 27, "return": 8, "revers": 10, "rocket": 21, "role": 2, "round": 8, "row": [29, 31], "run": 23, "runtim": 8, "sampl": 2, "scienc": 14, "screen": [20, 21], "script": 11, "select": [29, 31], "sensit": 6, "seri": [18, 27, 29], "shape": 28, "show": [20, 21], "sign": [5, 24], "simplest": 23, "singl": 5, "slice": [5, 6, 9, 17], "social": 11, "solid": [6, 7, 8, 9, 10, 11, 27, 28], "solut": [6, 7, 8, 9, 10, 11, 27, 28], "some": 8, "someth": [7, 8], "sort": 9, "specif": 29, "specifi": 11, "spot": 8, "squar": [15, 29], "start": [23, 26, 33], "statement": [10, 11, 17], "statist": 32, "step": [9, 22, 23], "store": 6, "string": [5, 6, 7, 8, 9, 10, 17], "strive": 30, "structur": 10, "student": 7, "subset": [18, 29], "substr": 6, "sum": 10, "summari": 32, "swap": 6, "syntax": [8, 10, 11, 17], "system": 22, "t": 7, "tabl": [5, 9, 27], "tabular": 28, "tail": 28, "termin": 23, "test": [0, 11], "thei": 6, "them": 7, "thi": [0, 11, 20, 21], "through": 9, "til": 0, "ting": 0, "tip": 22, "titl": 0, "todo": 0, "trace": 10, "transpos": [18, 27], "true": [1, 11, 20, 21, 22, 23, 25], "turn": 30, "type": [5, 7, 9, 17], "up": 24, "upgrad": 26, "us": [6, 7, 10, 11, 23, 31], "usag": 28, "user": 22, "v": 30, "valu": [6, 7, 8, 9, 28], "variabl": [6, 7, 10, 17, 30], "version": [0, 23], "w": 15, "w3school": 19, "wa": 23, "wai": 23, "welcom": [1, 25], "well": 15, "what": [2, 7, 8, 9, 11], "when": [7, 8, 11, 31], "whether": 11, "which": 24, "while": 11, "why": [8, 27], "wider": 30, "window": [22, 23], "word": 16, "work": [8, 9, 10, 28], "workspac": 20, "would": 23, "write": 28, "yaml": 3, "you": [5, 6, 23, 24], "your": [23, 30], "z": 15}}) \ No newline at end of file diff --git a/_build/jupyter_execute/docs/howto/jupyterlab.ipynb b/_build/jupyter_execute/docs/howto/jupyterlab.ipynb index 52582ae5..32e9697a 100644 --- a/_build/jupyter_execute/docs/howto/jupyterlab.ipynb +++ b/_build/jupyter_execute/docs/howto/jupyterlab.ipynb @@ -152,25 +152,25 @@ "\n", "- **Saving and Reverting Notebooks**:\n", "\n", - " - **Manual Saving**: You can manually save your notebook at any time by clicking the save icon in the toolbar or by pressing `Ctrl + S` (Windows) or `Cmd + S` (macOS).\n", + " - **Manual Save**: You can manually save your notebook at any time by clicking the save icon in the toolbar or by pressing `Ctrl + S` (Windows) or `Cmd + S` (macOS). (This will automatically create a Checkpoint. See \"Creating Checkpoints\" and \"Reverting to Checkpoints\" further down.)\n", "\n", - " - **Autosave Feature**: Jupyter Notebooks come with an autosave feature that saves your work automatically at regular intervals. By default, this happens every 120 seconds (2 minutes). You can adjust the autosave interval by modifying the notebook settings if needed.\n", + " - **Autosave**: Jupyter Notebooks come with an autosave feature that saves your work automatically at regular intervals. By default, this happens every 120 seconds (2 minutes). You can adjust the autosave interval by modifying the notebook settings if needed.\n", "\n", - " - **Checking Autosave**: To see when the notebook was last saved, you can check the **File Browser** in JupyterLab. The last modified time is displayed next to the notebook's name, indicating how long ago the last save occurred. This reflects the most recent autosave or manual save.\n", + " - **Check Autosave**: To see when the notebook was last saved, you can check the **File Browser** in JupyterLab. The last modified time is displayed next to the notebook's name, indicating how long ago the last save occurred. This reflects the most recent autosave or manual save.\n", "\n", - " - **Creating Checkpoints**: In JupyterLab, a single checkpoint is automatically created each time you manually save the notebook. You can manually save your notebook by clicking the save icon in the toolbar, by pressing `Ctrl + S` (Windows) or `Cmd + S` (macOS), or by selecting \"Save Notebook\" from the File menu.\n", + " - **Create Checkpoint**: In JupyterLab, a single checkpoint is automatically created each time you manually save the notebook. You can manually save your notebook by clicking the save icon in the toolbar, by pressing `Ctrl + S` (Windows) or `Cmd + S` (macOS), or by selecting \"Save Notebook\" from the File menu.\n", "\n", - " - **Reverting to Checkpoints**: If you need to revert to the last manually saved state of your notebook, you can do so by selecting \"Revert to Checkpoint\" in the File menu. This allows you to go back to the state of the notebook at the last manual save, effectively undoing changes made by any subsequent autosaves. However, JupyterLab only maintains the most recent checkpoint, so you cannot revert to multiple earlier states.\n", + " - **Reverte Notebook to Checkpoint**: If you need to revert to the last manually saved state of your notebook, you can do so by selecting \"Revert Notebook to Checkpoint\" in the File menu. This allows you to go back to the state of the notebook at the last manual save, effectively undoing changes made by any subsequent autosaves. However, JupyterLab only maintains the most recent checkpoint, so you cannot revert to multiple earlier states.\n", "\n", "- **Terminal in JupyterLab**: You can open a Terminal within JupyterLab by clicking on the terminal icon in the Launcher (the tab with the `+` icon). This can be useful for running additional commands directly from within JupyterLab.\n", "\n", - "- **Shutting Down JupyterLab**: To stop the JupyterLab server, go back to your Terminal, Command Prompt, or PowerShell window where JupyterLab was started, and press `Ctrl + C`. Confirm the shutdown if prompted.\n" + "- **Shutting Down JupyterLab**: To stop the JupyterLab server, go back to your Terminal, Command Prompt, or PowerShell window where JupyterLab was started, and press `Ctrl + C`. Confirm the shutdown if prompted." ] }, { "cell_type": "code", "execution_count": null, - "id": "d714cc30-473f-4d75-a7b1-fefbacf2d06b", + "id": "bec5a9e1-c9f7-40a1-b50d-7e439e35e577", "metadata": {}, "outputs": [], "source": [] diff --git a/docs/howto/.ipynb_checkpoints/jupyterlab-checkpoint.ipynb b/docs/howto/.ipynb_checkpoints/jupyterlab-checkpoint.ipynb index d109de6c..36bb1623 100644 --- a/docs/howto/.ipynb_checkpoints/jupyterlab-checkpoint.ipynb +++ b/docs/howto/.ipynb_checkpoints/jupyterlab-checkpoint.ipynb @@ -152,25 +152,25 @@ "\n", "- **Saving and Reverting Notebooks**:\n", "\n", - " - **Manual Saving**: You can manually save your notebook at any time by clicking the save icon in the toolbar or by pressing `Ctrl + S` (Windows) or `Cmd + S` (macOS).\n", + " - **Manual Save**: You can manually save your notebook at any time by clicking the save icon in the toolbar or by pressing `Ctrl + S` (Windows) or `Cmd + S` (macOS). (This will automatically create a Checkpoint. See \"Creating Checkpoints\" and \"Reverting to Checkpoints\" further down.)\n", "\n", - " - **Autosave Feature**: Jupyter Notebooks come with an autosave feature that saves your work automatically at regular intervals. By default, this happens every 120 seconds (2 minutes). You can adjust the autosave interval by modifying the notebook settings if needed.\n", + " - **Autosave**: Jupyter Notebooks come with an autosave feature that saves your work automatically at regular intervals. By default, this happens every 120 seconds (2 minutes). You can adjust the autosave interval by modifying the notebook settings if needed.\n", "\n", - " - **Checking Autosave**: To see when the notebook was last saved, you can check the **File Browser** in JupyterLab. The last modified time is displayed next to the notebook's name, indicating how long ago the last save occurred. This reflects the most recent autosave or manual save.\n", + " - **Check Autosave**: To see when the notebook was last saved, you can check the **File Browser** in JupyterLab. The last modified time is displayed next to the notebook's name, indicating how long ago the last save occurred. This reflects the most recent autosave or manual save.\n", "\n", - " - **Creating Checkpoints**: In JupyterLab, a single checkpoint is automatically created each time you manually save the notebook. You can manually save your notebook by clicking the save icon in the toolbar, by pressing `Ctrl + S` (Windows) or `Cmd + S` (macOS), or by selecting \"Save Notebook\" from the File menu.\n", + " - **Create Checkpoint**: In JupyterLab, a single checkpoint is automatically created each time you manually save the notebook. You can manually save your notebook by clicking the save icon in the toolbar, by pressing `Ctrl + S` (Windows) or `Cmd + S` (macOS), or by selecting \"Save Notebook\" from the File menu.\n", "\n", - " - **Reverting to Checkpoints**: If you need to revert to the last manually saved state of your notebook, you can do so by selecting \"Revert to Checkpoint\" in the File menu. This allows you to go back to the state of the notebook at the last manual save, effectively undoing changes made by any subsequent autosaves. However, JupyterLab only maintains the most recent checkpoint, so you cannot revert to multiple earlier states.\n", + " - **Reverte Notebook to Checkpoint**: If you need to revert to the last manually saved state of your notebook, you can do so by selecting \"Revert Notebook to Checkpoint\" in the File menu. This allows you to go back to the state of the notebook at the last manual save, effectively undoing changes made by any subsequent autosaves. However, JupyterLab only maintains the most recent checkpoint, so you cannot revert to multiple earlier states.\n", "\n", "- **Terminal in JupyterLab**: You can open a Terminal within JupyterLab by clicking on the terminal icon in the Launcher (the tab with the `+` icon). This can be useful for running additional commands directly from within JupyterLab.\n", "\n", - "- **Shutting Down JupyterLab**: To stop the JupyterLab server, go back to your Terminal, Command Prompt, or PowerShell window where JupyterLab was started, and press `Ctrl + C`. Confirm the shutdown if prompted.\n" + "- **Shutting Down JupyterLab**: To stop the JupyterLab server, go back to your Terminal, Command Prompt, or PowerShell window where JupyterLab was started, and press `Ctrl + C`. Confirm the shutdown if prompted." ] }, { "cell_type": "code", "execution_count": null, - "id": "d714cc30-473f-4d75-a7b1-fefbacf2d06b", + "id": "bec5a9e1-c9f7-40a1-b50d-7e439e35e577", "metadata": {}, "outputs": [], "source": [] diff --git a/docs/howto/jupyterlab.ipynb b/docs/howto/jupyterlab.ipynb index d109de6c..36bb1623 100644 --- a/docs/howto/jupyterlab.ipynb +++ b/docs/howto/jupyterlab.ipynb @@ -152,25 +152,25 @@ "\n", "- **Saving and Reverting Notebooks**:\n", "\n", - " - **Manual Saving**: You can manually save your notebook at any time by clicking the save icon in the toolbar or by pressing `Ctrl + S` (Windows) or `Cmd + S` (macOS).\n", + " - **Manual Save**: You can manually save your notebook at any time by clicking the save icon in the toolbar or by pressing `Ctrl + S` (Windows) or `Cmd + S` (macOS). (This will automatically create a Checkpoint. See \"Creating Checkpoints\" and \"Reverting to Checkpoints\" further down.)\n", "\n", - " - **Autosave Feature**: Jupyter Notebooks come with an autosave feature that saves your work automatically at regular intervals. By default, this happens every 120 seconds (2 minutes). You can adjust the autosave interval by modifying the notebook settings if needed.\n", + " - **Autosave**: Jupyter Notebooks come with an autosave feature that saves your work automatically at regular intervals. By default, this happens every 120 seconds (2 minutes). You can adjust the autosave interval by modifying the notebook settings if needed.\n", "\n", - " - **Checking Autosave**: To see when the notebook was last saved, you can check the **File Browser** in JupyterLab. The last modified time is displayed next to the notebook's name, indicating how long ago the last save occurred. This reflects the most recent autosave or manual save.\n", + " - **Check Autosave**: To see when the notebook was last saved, you can check the **File Browser** in JupyterLab. The last modified time is displayed next to the notebook's name, indicating how long ago the last save occurred. This reflects the most recent autosave or manual save.\n", "\n", - " - **Creating Checkpoints**: In JupyterLab, a single checkpoint is automatically created each time you manually save the notebook. You can manually save your notebook by clicking the save icon in the toolbar, by pressing `Ctrl + S` (Windows) or `Cmd + S` (macOS), or by selecting \"Save Notebook\" from the File menu.\n", + " - **Create Checkpoint**: In JupyterLab, a single checkpoint is automatically created each time you manually save the notebook. You can manually save your notebook by clicking the save icon in the toolbar, by pressing `Ctrl + S` (Windows) or `Cmd + S` (macOS), or by selecting \"Save Notebook\" from the File menu.\n", "\n", - " - **Reverting to Checkpoints**: If you need to revert to the last manually saved state of your notebook, you can do so by selecting \"Revert to Checkpoint\" in the File menu. This allows you to go back to the state of the notebook at the last manual save, effectively undoing changes made by any subsequent autosaves. However, JupyterLab only maintains the most recent checkpoint, so you cannot revert to multiple earlier states.\n", + " - **Reverte Notebook to Checkpoint**: If you need to revert to the last manually saved state of your notebook, you can do so by selecting \"Revert Notebook to Checkpoint\" in the File menu. This allows you to go back to the state of the notebook at the last manual save, effectively undoing changes made by any subsequent autosaves. However, JupyterLab only maintains the most recent checkpoint, so you cannot revert to multiple earlier states.\n", "\n", "- **Terminal in JupyterLab**: You can open a Terminal within JupyterLab by clicking on the terminal icon in the Launcher (the tab with the `+` icon). This can be useful for running additional commands directly from within JupyterLab.\n", "\n", - "- **Shutting Down JupyterLab**: To stop the JupyterLab server, go back to your Terminal, Command Prompt, or PowerShell window where JupyterLab was started, and press `Ctrl + C`. Confirm the shutdown if prompted.\n" + "- **Shutting Down JupyterLab**: To stop the JupyterLab server, go back to your Terminal, Command Prompt, or PowerShell window where JupyterLab was started, and press `Ctrl + C`. Confirm the shutdown if prompted." ] }, { "cell_type": "code", "execution_count": null, - "id": "d714cc30-473f-4d75-a7b1-fefbacf2d06b", + "id": "bec5a9e1-c9f7-40a1-b50d-7e439e35e577", "metadata": {}, "outputs": [], "source": []