From 172594f67957f925be8c24bc3de994b4c4804ab5 Mon Sep 17 00:00:00 2001 From: Jen Looper Date: Thu, 15 Apr 2021 13:48:47 -0400 Subject: [PATCH] jack-o-lantern image --- 2-Regression/README.md | 4 ++++ 2-Regression/images/jack-o-lanterns.jpg | Bin 0 -> 40603 bytes 2 files changed, 4 insertions(+) create mode 100644 2-Regression/images/jack-o-lanterns.jpg diff --git a/2-Regression/README.md b/2-Regression/README.md index 9d174121..3c389b6c 100644 --- a/2-Regression/README.md +++ b/2-Regression/README.md @@ -3,6 +3,10 @@ ## Regional topic: Regression models for pumpkin prices in North America In North America, pumpkins are often carved into scary faces for Halloween. Let's discover more about these fascinating vegetables! + +![jack-o-lanterns](./images/jack-o-lanterns.jpg) +> Photo by Beth Teutschmann on Unsplash + ## What you will learn In this section, you will get set up to begin machine learning tasks, including configuring Visual Studio code to manage notebooks, the common environment for data scientists. You will discover Scikit-Learn, a library for machine learning, and you will build your first models, focusing on Regression models in this chapter. diff --git a/2-Regression/images/jack-o-lanterns.jpg b/2-Regression/images/jack-o-lanterns.jpg new file mode 100644 index 0000000000000000000000000000000000000000..731d1d76642814baafbc0112e503e86c65c978a6 GIT binary patch literal 40603 zcmbq)hhI}o({>OP1O$<;Kv{0o> z?>+QRNc(c%@AJIxAMouVoc$$x=FBy_GdsI8i=W0X1MX^TXlVe5hyVah!Ue#u0Akhs zonHe0dU^ms002M+xJh&mKuo9+5iS7HeZb9s>i~c@(S!f38xisUr_BujAi^0y@}D-A zg!?~*K>44i|8pnKCHg;#xi|jXnwUM8_`h|chyOf=-v`J(b#nJ{_jYpkV3!mT1IVgq z>5=?HolyR*^ZZ-AJHZ+|0|Qi(?0mSLzIUYp!FK>?$cP>ivlA0>0&dU{5z`Riy8u7} z7dMIiE&o0S01)3GA-V~;MM`#?oPyAx^DcmhnD8Aj$t@DnTO?$+yoqiAh-pafaoiNA z<-B`K*-(P+l_wWz2z#Om{Z}K&DsEdbhTmSJs!38G$ySV?@Ypd*A0>O|Jyoj?J?1r$ zu}|^ocsUl9&*ZVnr~b&{r>Sp2YG?S#xQ5?{HL%(1n%m^e_xS|`Wgp9FYH6EWJhOCk za&~#=9}xH{A~GsE;d5GgMrLkdQE^FW*^k<~`i91)_O9+8L~mdJ$i(E|sp*;7<@Jrt zt?eD;>Dl?kET(l3cG;=sk_3LY{IbepRhvAhne?J{skD`CDzp>zMJQos0*s zx=9jW-WWl6O#k9|L;#`zCO|PY`v;7@!|Q+Wc>DPJ{e$U4Xju6F;7U$O{U2!g1^)q8 z{j=sj_&PfOi*WqE5Leg!1M=j5QO*HW0XGN;2t9T4CdsXT3KJ$V#eF>jF{ zLrTeqBn2#B?=y>Av2<+)C!En%Z%mfX6t7E z!SKeu#M1UoN=9klq&Tgmt&5$W8|`ylng=g^dJ5Hk6IxAM`rPMxQtU?H+vv5xGr3~5 zzj4y!Q8xu8_}E6gjZEpqBgu{v<@l6`-K4T54Qougkdf(h`*Gs6&iV{VNuK^UeD@f6>(vIYgx>pkI zGdQDVTa$93dztWU7jVxi$*^O<%*N<@_G(YX~T@3Hl&LjH~Q&CdI#u^u@Z_UzA zuB0uG`kQ{`ziNv!mSlxKrY*|jGxBLKSo<+tB`J}U$Kj#<%3?LrNdK9T*06p;Z|X~p z(nz&GBn8YrcWK{saMn`acVBbX4|;9;My;rBoX{O6ZieEV>C^pjkt3xa{YK*?waoN{ zG-7u?O6d|9V~z_`9yH4?SIMgzxb?d$Ib!!NXPMv0hROItFbR#&i#UmIEnd1pO6PGS z=A})MkJjm!9uA3V38{4!=I&n|yRouK^<+kMn|t}bb@zR2A@?%VvyYZPVc9J*H%fM| zg|3`mcFZIp-8zki*+(Se_TSOCay{AI;6)>;V7mzYg;nHG8hk_f0*qZ@a8nFeeui2f_1xt;Caw<;9rAYT*S~BR2A|TRoGHL zSqEgx*BAW>(aF;nX^uL_{33F2K>m1*h1m>iq)){&-lr)xi_DBPAui&r%Tm+T)Ali{ z(c^UxH*vGHBj+`8Bk#~RG11SAt$3Q+t*c*b=6lg>qx)EQV-5-Wx|EsIc--c2*=CM9 z_nuk{-r2+hM1q#aVTKz>8}sHHO_Dy>q&rhv)MF44s3C0K+GYf0^Su!ot1#Ys`Mo)6 zP4w#!h4TC629t;H%S!^;-nXs#&E{5UX^cG$Vq+S68y zh%K4=$YE$Gkl+_psy|VxQP`8LrmZd~E#xGTEXJb|oh{)MR#ulzCm?B*5j}ptI-x9m z_M7~$(lufWx4UUCPi?0aWS{OC{vuG3u&DO}+KB^3)dRKM~HEMKQ@Wul~FVE;& zDhtn1ONyk0o5ApOmlTA1f1E^|tkwY=$0aNg8T<^@cYZhw1?^xyMj6awzG{@-mqw_b zKI+o3qtGrA_|h=kn9mn`tq`t}9Uv2Thc=&9j)r_9-8$AyD&0t3vWC-U2>M?s;lIp6=yde){GuaCd3g zAbIa}A^alHJJwX`aIII11NAL%5m<2oQaLMYI>QtrMOwG7D0cT0;FcIX0ITA;9VEJz z0I5WEj@9;RXi}8Bg{VId0!3l>(ci!=t`Mp z49mRipAA@LVzE(ksvYL^aVe%2eA(PhUp4eqQlNE4P$`0D-iz1{0qgalDc(B#Kv5|;}mAh z#|{ks)3R|P&uLcKg;l@&;Xm-5TJ>D!vZLio*OhyY6Ry@K;|wT=#cQYGqo$lOnf{wrqulXWvz}H_VF$)KTfgJ0raULWeRi5ox9X<4b+c=cf zwe((R&)FAT(0g!y+(oF-n^w5YnHKELNk-qShi=guf%{F5f`;&bFBiijtV0Laq>Fe! zdaz@}P zth9dI^M}&3xy*AW&Xdee6-9zRuk_=X=WZZRGi*Rr;|--hmeJHsXo^#U<@^&Yx>JY; zY)oDPLEHPqn{#`WqiPrmGZZBB7!QEgijH330iXPZ-nM>>N(GPj4?jNP8pmAA%%T#> zKmN?)s9AIT<{-0^s`uvi1qJ(>(o{Ahr$QhuXBQ_4=Y!S?wJOFAFTI0iCvGib*Mmla zvmd&AqW0cMk=4NIXMO6{ON#R^b{hZeXR78b<=_%lcC(0kPM6+_)3!NINB3@I4<%Tj z*DFu2SY42wL~W-eYP8QtUEXD+;TESpnU5`(F0mY=R`?T%jc+2Cek^rc7fr{fw}wZN z1AQ9S5vGkHs)eioc>H2xUSQA*iR_@pC{rGxkEQ)l4o1(-##|`^l-LmJn%oxn?9?B^CrG59VJWfcS~IxqKgV0_y5U^z z(dyFA|9-@wm=~m1w0^ioclv#MYvr9u3dHhlv95C*lGP^eT#0;ZTgY8fZw`|- zA-ybzgqNb;zRzmhQ*7f(tpAzU8Q4Q)w;wcKFXZb}do$HulRIDkY0@oBn6es`=XVKY zo;#9-jrHMzNoD!aUVxeN3(By!@wfXjq+HFUx~e2^ndoLPw+r%Ug{gH(B$qyu9V-|T z;?;XBZd9OI7e&{jmHO3`_I_PIr?v#c{n4<(JAmf5sifh2!tVnepS|nlL;>No6|H7> z0_64I9_V*Y1}zOk1u8{}6g?W;Mx3vl%rYZ0qy#xr1(JAQ8S3hqY1z{VJrRsF)q1e;?lNoi z=#2i(Vx6W7wtpw!3Ah>38@Ombs&Hr*{}bu|7BZ~0UV8O+U>o-?4V<`ty-^?1!-C5n zib+L||5XSfJv`01-U70L>UWhWG!gaPmrM66!Df+OJ!?~^%ysNmGWIJ7aLU4;d)r+D zW?7#q>s`Lo>y)QT+isUt?fMQ{)lQ{Q-%rz>C%>Cb@ph#sYe0E6$Md-{O;R5{zl4d2 zkB6pNa`H7|P$Qw5OP@wNH%hlxK#TKshMx17Mz~gZbmARL7h~DT@NQ01x@n9eqD@-rSmzo`DJ~E2SBC#n}V0wct-Gmk{vvNlbt_0Iwvb(Z+bi@u?ItBJ)i4{Z)h{8$q%(7rkkvzypML^c-%R+nS~T)%4` zu-I0*R-26HEzor29_-sTgnCuIs2E;M@qMSty1!yl?e^Zp>{unN@I!~so)N`yTy~Nx z%>SeIMX#&d1s2i$-naZq&s=o@4DmhzG+wHu^sqW{VPL3n-^{XY$w;wCUQPOF@}nU+ z^?Nj#DEorn%(w3pCpz_-LPy=<@|vG>F{*VjNMd(b75Ae)5u>R%h1V01-~Rn;QR-RAu3=2qwH-^Z*? zE7mO->A91?3MnzsWJxK)11QCfhD;(&n~R%b801TbJnm zYw%ZiAA0LB9)Ueq-)CHBO+CBlhjq<;a6Wdp)(&!PxYfpNBfyw8^+-}qjEUN@HF|98 z+U^eH+9T0eQ3-h0T;}|*?A4@v>$M+VXx6ohC$B_OjnX}}3;N!yewii^plvyJJBw~? zZpijMtl85*NoX`o&0~+J@qpHnmhvy^VA7Y!lK_QUVV8?J69Ydu*}k4N-7KIrPHcgh zVz8D!Ic?##;^u`sV(;r$R&m~+gE@sa?kg6`HDQOTT%+gTuGW9#_HRNgTqEpAn-!A8J?}8gPrtd}*^zA$SW$35dJjs4P)j!Y7LK_)LJT{6cJfCOy zCZCa|Ra0EdLI=T~woByZo_R=BJ2pqnz?OpRU3 z2=`aq=;|_dQ5TH|5s&8$G#w^N{POdQUjid!yh$JeDc(Wz#g)zKT^1Icv>0dbj>2P+ z=a8-HIcr3N+dH!)noDI-{j+^A7#t;{$qj38fL~74SeMQ2rnz}VR=7P?^OVYyV03f+ zQSs%qu)nuU|5~Tau2GQ0kGC=b6l`}oA~sU;Ji@1ee`4A|BYXWq@}^# z?yEQUD*34f{*7Bpk{wN#8qu*eeFZMpruX6Ge;x~nXtL)ho_7ANn%A>?$7q|hJ+{5w zVJ*xv8rkr5U|FBJ-CXdB5juU2R)((WCTI%PuFpxV~br! z%#W^5atV3~lm1#lPcAtZpjW<{qQAVre6E*y5cbG0ym`^#lsTcge$cxleQ#*P_X}>%Uk-e! z(*b$49sZ^eco|Nfw)OMCdRO7W;sU$Iic{h1aSoln$@TtrueWt%kCb?R#M=00BJJtT zYm%Wd;iFS+3=FCtFZ^TK1e&xBSC=POx2tfe#r&5;b>M65QLTBAeL8cmPo?Xkd}i+_ zlW~}jkpc+}Ov0K)d{3R`50XGS)-?y0UtxC-9==~(wo03#cx_r;Y*u>j{stdv;$i%x z?|$;oDVwVZOyWf38~m5K&ABvma_1SPHj~A^sa$jRGf}?GXIawP`Ir%OZ(rd}y{EnK zHtTbAEur@drEq?QrwphhCEFaA0D%p2{WB??-9QT)&(|mNFZv9B+0fYj8Xhrjlv$|N z2+q6Uw#_>>&MywE`KrBdb2+1r2c*%=SV6M{IF^ezpS{w|8c_ zbT$%7T&MW0r-a@7Rzv|zTDD?GlwqShQWoe1)>zzv} zpYjt@BNwlS3QqS!sA7pUX591(L3sG8B~JbmiGlj=jB&^K~SE^T4FEqWKhQbXq)NA6OWyK(o(<@Ub* z_Qhv@=;XO#`C@*xX|knJ>g)R9&*9p~FLVr=w`=PPGHF%^g0&4&iLwNHLTatbEjywUJCjfXq3reak63?N|Y*%e_{UB_b) zbT*!ow4vf0;`80_zFM?uksKbH`|lpe5-l3*l+XPNl}m^yuxyccx8DN<7K=V+hZ7IlQ)YDvs(zSD>r<;r7x`-S*LZ-ZLxdwrD6vROm1Ab9 zkIbM&kYCNK?0ID2r$wcV?>yQ{sZW$S(d7n`w zNoR8vdBEMT{Cf**q{m8Zs2nVO()mp{9eIaYxCOGjuOVQt>4RRYg=UqP=XbB=YQA*x zKQT(H>jz+}k+=v>` zeiP{!$7~nFA~+m)L78*52g?4}F(gjIId#fYoVDg-J*^{StLSl(rt zDH6XSXIxW#|3ktUQ`{&XKnw>0fBJYd*Q2<82eKtEq(cn8b&hYu6Wz6=!3-b4FO!q= z*_IlKo9?mD*%eS(e<_j_4;)U4l^b?aW3od#;DF{zvI#tFw(1|(*}fT28;05UfHxDA zx%87+lU~FN-^*CGl(U926ANF!`z!jWBH&vgxVz8J5)yFMn!^~%qki7V;z>m0K)Zof z#8gQS^~O8gDCmL2t-*A{-qB5Sw569%#_`$`Kepa%CDi~U;&ik@FNqda1y+Nv^V1ckP{lJX*g+yTAT38VtV_z|3ET>BTFrGtyBVZ6G;DF|Ma@ zb`$8*+Dd1phNEY700g9n2MB_r{BhyPTT7=5N+lb+D?iKna1ZbR8~q5z8OGVwdG=R3 zm*C?-cpvfvdts#I8P)#;+!vS;+_37<&}EpmdHv%eR?rMo;-EkSn~8-!N5jyJOZhLs zI36nZ#DO$GmztCI)yc4fL?o_GS!{&m3Lr5hGsYY4^9zYAc zOb%U9EWLexFA8>5r3CHhjT!*}6abw>4Q-Fdd>3>BgZw?`Ifb$9!QBxDTYUkXGzC4p?_rn9iQ(`5cU{P?4 z6y;a;$7Q0IR`tM54QZ@9HlO*`@7rV#5|?`kjybKD@U`po3bVEp&q@uvmhVaDQH#MU zuo@#vyM5Zz=omS@f@r=QwcciaD9(s#k&%myI*Ss97_U>VDxv}cn^EG)Mh<^B*iQx& z*5j?e01~&N8FAGd!>FaS1Vz`jTw;R=KnL(}+cAtd28#>)o(AOeh|6R+w~%<%$&@3U z)Niz~!LuV5l%W=@`6E8GG+tqgQ7FiI%UsheysiY5K)A z*AlAOnN>_*Dk|;o9S@w?jSo+V?Qq+zO|mjq1(EV0RwHy2imavy9ZGI-9M}8S@xns0 z=Lt@ii>;pY7xCrPJP3r`=)eQKePxxuy~hK-1q7DZM9jk1&suDrjX#Jm)Ir76815P@Ty`wNIXsCI%Hi6~u$h9f@97t*e(#QgQyV$)JbpobLvyLdi4 zU3SAHpUh}HqhZqKzDj{E>MA(`6wbujb_DHCfh<91NqB%%1@3q!Sne?%@SXU}`YDdd z=lFwCancI2*Wfb=9+d9!-B0{q=C&|ARL*V)G^pnsQ9Llbq6Ezs4weaQB)cb@_SN%` zg?GEo1nGJc=*_nwpbo(i{?Ix~UCTF{Bqsag!`XC8mesKUw8q;J@$p{PhVrgl={a-k zFe+kQnp%Alolw56v{S?^7j)I50C$a8NuKbbjVK1f^F^{C20uW2Y-F(nD@_56@3!%v zwmJSW7jJkZG92yYD;wzFFFVxV#<+na<&KTH?`^*%IxDB&A3f=g|V8c9`IhPJQiZST4gU7Dnc%Y3!!-mus!b+0)u+;$p=m&H3(A^zR2$?r3 zM`r>9H;6uXUx?!mY%LcxR2%~>vxU|(XsOsLcTP}-!p;+1tSx*|RbD(eM>L`^ZFOfE zIt{G>+l+j8Ljs-7|GuL%_7XY;Jmf1y?VYaD15drqS*@)i4l+Pn4nkU94y_>jBA6>5 z|Cd`?AfX(#CuwMspqe{YuR-mIE%A`6*8^J|HXn6yc6=9{pg)@^s!I0!q=u7_BM3Pz4#4t|fq$A&1A>e4^&>xdfY5 z9uo^Bqv@UX#J|4%&CV|wF>m!kypR1+&m+{&tLD+2mKE7QN_PT*r!9|^;YzAx@h;;d zj`!wj4sfCG&>D)sr{3?aXBJR_4Q=n_8dZ~-auj}GXJGZrEQss4N&`^*b`_=X&v-4C zzJZuk2if({>_n0hu?|gmz~3Vr>|9pD7yOn#x&#ks1XEWX|3EyPUU#74e)qJkZy>E` z(a-K{kZjc}b~b~vViCpsD?98-M%))Y1(@2E#~SHiEVOd{yycda7&Db2yFadNR~#uB zb=zG=0cif{#iTvP=oke6&GH&y<{rXl+;xpOug+e@EVQ%+HE{I(TInW+mms3OnZEr! zWqj1*i{+;iCq#%2iMo?TSiE~6yIUdlfVEgjjd<=7W9J49>~2_v~aUD=h3O}Z3YP48EG_m2=T0AOAxX8!S=bm~8yTuOFL z`8Ya6@DvapMhvh8oU4(c8`_XtA>7$>;lx9MCo4PR!`$2)g1|^c4N9>k3i-o*VvMLE zvwbNW-!1}K>h|q0+R}fzmh)S2v6snPY{4}z+p(gFr zYB|<K^cuDejFY?hAVgR}6R6z)_Sz4rnUy;0s3|ZM;`5iF%Im(fJFhqaOJa+RX^G z`C3!#Y4;bOKl8G2-nc7|pp>=fr}6CXJRd_{Y<7Pj4Ni`1Z}D2a<(q`7Q{a3yes3TH zg&Ggeq{uK0b_cc!SGZV-19`4XW`Dlx>YXmvKWebspV^hB#N!XRgFu6KB}gOK0@S9~ zarxYBjL|<>T1>#EpZBu6pa!C?w*DuG5}K2Tk~2WSZ7BS@Ix)rnLmPNLrD5*=`AX_Y zC6%V8L`wS7XLXSAzdko1J@8+jyMvH;!DK(@_A7f!hd=$WE#C=LqkCz|J?F}|{odZE zZqBXloSz@`Gik2j(Tv;9+s8}yQ?eh{p+&3tE?gtxB-Upsh~Xl}NfH&!YJrT@PkBLH zND%K?UxM1bjPnOAza_Dxg^Ei48{x3ie9iv&Mhe#x4bDCQwb8(aID92;ZQ>Ja0BA1* z5BOm>wSpU+!4Y<4dtSznYUztJ=-q;HF)h3r5Jhq!&vDS=Eno7M3qDLoNm3Aha6IaBRlS`)@ye` zA4(GD8nrIi5%A($p!;!w0U9t+(9HpUhtai8TMLB1g{xJ4d(HVQAOp$A&QoU#R@d1b zbyL&^$qHPTYIr~e4jVj};UB9Dl7KEzDR}nq^Fpk=W4+f?qS}aI;Pb??yM+1DANTz& zTn0)*(0z)r)z89WA*mxL*ew#Q9aRwzjw1akk#D?f!J#k_^`2~7XahJ{9&sUh-C3Ub-fip@RTGGlVJ2y zJm7ILH$=@#{068X>ty$qfVPD_=_amH#v*}i9rBi$kh|%PIYe?aeTQuzH~(-@c)T4t zQ2}S?CgVoWUkb82Pl5;bOuX;_ixyo!N(oF%XsG|TP5Lz>X|GSC7Oa6JB>!IUbINA+ zUmstuBR$vR`VDkWl8|!4Z<%oI!o5340*3__fqy;+D`{zSuB_t$U{WK{qesskYcdDt zHPq*4;HDxL5vUdo5%?oCKQ!Vu9`F(uM%|fYhm9Fu9f0wtRKKk}1+hQc%l0C}16;O{ z)G!GpKp?dLJj0z1c9-w4e z_0sWRIfd>UvlX>PgH~-WcY~jv!>-S8MK)`lSm@;%WmV4F!2-mH>@@ZAHE zA`YZnk`1igK{U|j$N)VQs~dNVh9=I>KAa(^J~w6Kz)o7!5LJb&wv#8MwO}pIBTk`a z&_|Cg;!r^hKm&#%YUD+x<7UJW3_HG^K~wL# z!I}%L+_=PMC3L>_QZhKVOZ(Qx-!DlM+eTK-4RPg4c3KcI77%}goRa$k9(f*761#3! z6N>vSyQ1bsXXP*6?g5%k#!Y@j>t^VLqPhCpv9x0slxE|fja7eoz%`avsRDzsUz z@0ip3Ja!OhU#gQmaqpZsgO_CS#jYiAeUWeb>wVU!q2Pgl?MJoM5#}NpE*PcP`)P*< zM|UhR6+53EHk@pPbWzsrC-4nl8K%v})=h9cXaL-9LvHRIzwT~h`E)211U!o1m5iZ; z&2$Bnj8-1ajr#^u>4w>*6JqeBA6Qqf1jNpTb%Sr%69t2~-9-K<{L-YS)#6PbG!Of{ zjvl=g%?BK6q2BZP!-&LLJ@<@kiDY{9xSwx0f%xwqPWf-6ob8lyk*~S!kTTH5AR3%w z(RTQHigyfOGA-`JZfyONRpR55w+rjnq1)7-ZJ3V>G$CawJ`REk1p7IpC~6S>H0+gt zd4i_wI`j|QmjcAN?>+YYg>~RQV@3DW>y)*aA~Cv~ICs@!Bg99GQ_c0y#+P1BfHOES z=9X3RjmyC6>RG_a2Ziw!g_Akpkz^kSvzO>-*oltw*Sba#P#vN;&+l5waE16KNRzuGYR_j1T%`J{!h&M7KjkD9#Hfk1g<|+VrshBA+IyO8tBO( ziV>(3zJcL&RN_Sb@CqSxor^BZij(C@DKTL%3pvxq+EBOUn-s@J7$i6d(%+oq+Meu0 z!v}$zPGR)GP^}DQ;t>~1fIhotG3`YQIb!xa(QzLN23@J5W3g0E0tzNawb-wLzhXU0 z9hU`nJ+whd!0O8GvrTwiTgR}VC59~6ss>x@qS8<>j=kpLijE^zb6!rI(X@0SbJWg7 z^Bro0bia-x1CvBk4aC{z)@oG#Tm`|kjRZ|z$R_Ut&2!PsK$#CZFO*hQ;)oQ2SyWiL z5VN2!tG&uwq9_FrqlwpuqImi4Cwd4My0UB(WV>YI#dS{DVoUY?t_?aI1o@lO?ghcA zka2b!M=tToCrbHK2TyCQXfP>IoB2Mj3I(Mrob6*pSxlx`xCyYi)WH;hb?0GA+$$bG zI0-1*zzz8j;{W{MG}@C_Tmu7j*<}^x>z@O1Sp$78pd;u=;wW}0jhx$hN-O2&51)j; zDNZ}huYKyGFy_xV(j+v*2b&lA{3M~Tf{Tr?LV&LKd~>wbJA^}7d${#>ecIt z;pyCA?vv!Jw3H+P@G4{-t}|f1uBTX3P~vij8h!QAKtLTlgP9O7YbbpQtVIhE0@7^@ z@S}l@+j2biP)VCs`4G&M`GFz26KlYa06%UYngWET- z-B2nw#6kx-$n>=103IsRk0-$sm%xCBHbgVD-IEEW2476Ui+AoKJYX9@VA zUK7R&dIxl?43ME13~?bpqUH|p`KNx&|D#;$p%3IllKcoFiI;){5=YSrh3l= zYfY6{ZQ6T0OQlx~^*fOE6VUetm57??TlpW*piJJ@7lq)t={%F0+$e_1cgeu@9O^Pj z1H%%W2R&B`Y?jb7n)*7}TF*C1s>(Qwdeh{DBJ3b|7`BLv;@k5z7==gN@<SAd? zGn41!K{L`9h33f7wA;m-zGjJhv$(a}nz=VVNOSO2s2(}if-*Ilgj5g?y+&o`bxwv+ z(8%DM_kwFgpPS<7U;hw>CRyiO<8-~2En8K=XAK?j_~Ik#JcTs0%i63u>IewBTql$J z6j{V&O@4Km`FK3xo?w{g{kFxmBgL!WeX##Xp>0B0X26fgk$Z{l3a}dgTcr#xrkJD3 znr!+d6P}Uap{L0gO67!U?RTJMH;yduNeE7db)xV-phu2F0ko8@Y%8CPv$?bocq-zq z@~w@5MH^=T0S-F9`V^2Nne#Qf@c19)Dkw&uuc&;o%n2>rbVY$tNN) znl^~gztn%vKHx+x^g)U?hsUUB2||qFeqh_;I)u6q6tjjSB!g#PwTgT+#fe_-Vr&kl zuG*H;zU>AZm0$+eE)_{J(eu#EHC+CPqB>}43%KRqDjKsk7c+HWj=KIVryd+MtCql_ zc}h2#tgm$rRSyzCYQRfVSLtB0T7l#k_zk5C_+d{9!CeDqec(rN9|eYmZakS3)}iBV zFpij=jE&M{s}N`3Fc>md0cx>0mm`zJFWOugyA(;?46o5ovDdpx_k4T_zR9PT@2kB| zO|@{q%hN*0mW8RJ>c&YFZwojEAky}_r7Q>!FdnlvAH}UW?)eyLDurkH=EK&yu0awS zu$%ces5ccLdOS26HWSx@!NIKLkao+7Ur`!QK4yAWcK7u~FbxHNZ|iDG&UH2f*T@B{ z#xKfIKG_sdFv-XEc&!dY?VI?Y;zSKvDM~AJkeb1_^0C*R=*-b^o6dR$g~h^cppnbD z>3yl9rmAo!dc9}4r0dASrvcFp-c5_ z^ER|s)yinW?c?9<*W;x}F1oqC9^4WIMX@6vq$-}7Y7y&}$TofD&74>>Pt=C^-?}GW z;j_#Vpi$6kI`)iwYGCwZEpde>ZkK;Uhzl*aYAHErKErH&#U!LhgKS~aR!+4pVFkr( z6*@7QOL=gVKM10+d8p;z8*=J%Tkz~O&|ZmhRBkGCBSnC)wiEdv*6QK`a(0Oo5|nU0 zfh?_JbFsx`zmPUMYv5vFMDm3A(V_lz{(g}Bd+-so8OXP89R?Ad4H7yI{CGtO3$(J9 z>L;Cvg7@W;&5W}FD`t?S;$_(;v()qD^=s1+s=VwcJV}kF8hWP3_TJp)nO@8M{h#c! zwOs^`eXnJQq%8FecAYFwJg_4%{3^tX! zb=AUp!6zS~rQ1PgR|>&Cm3^7{xxk@Ks~8h!cJiG~t1J&wpEF+~!ODb5ET=~$k%j`U zUkPA*{=-G7M|KAZtaQ^^(T3D_)wVYkv9SX{sjmCTYY)S=Spgxm}xs+OhRQ zh^d~X%eOKqlpKW3rhO#elBOs_BEX_7h4k;Y2}iWReeR%X3X9^sc%sNL@JUL~P1RLu zMq^X+wdqM}Y>RcJI>;H-W?l;MaVll4;SK-W3h&sET17f3d|(0i-e~)a%~S+t8)H}- zF4sB_JaCRM^yX+*a%FdH&`h5}Z_~H6NIB}kpwKv;U@*+!ye7BTct9$8 z3BsVK7~B!dTQIH?1nWBv6xiuL4-U`PgB)az9_|00U|Wz1+&yw34xO?ABhFjps;`VU zhg0QIesUn2%SBe^)6qDE)=l8g>m`*)|L-csmZJ%G#9wo|5XUJ9s#?gcG2^U z_ecB4@_)QpA`k~2a4JXmtlekSeJAy2wQBnkkBk_Q^c+iS1 z7CO{IAX5k0nsg#iQG}wrZ3qG*Nb{N?xaB335+OUE;1{k^e)VZ7dtKG)jDik2#BVoy zuMKGum|p%iEeyRP#(^_{LB#K}T2guvtSKVK``!LIhNo(XoY;kdpqQeV-n?wZG$nM9jm{|2;l z>%Hy=;y7xgBXA6iWm#ivWp3!^$Dl3WuS4grqPq_cF#;L_s|cwV0w7!o9MwCPj|bew zjz2SHp2~d4Of+|G(`c%EC$cJ>-1gYwfdu@ncQBaG1~b80y0Bu$QhXN=7>ZHAyddxx z25ncEvJ_0S7Q_h|MPJ*LKR{p{G2~y4e&7LF-2?LzAc`f-Ekb`V7!bB22pM)LLp)#w ziV=TbIuwEVLA2m6ODckP4f;rP{90w^a06>%ax)}o3dY#oQ-3K;7`e)jSSNi$eIL-62}A9fw(t>)n%0GLd>7$8YXqtBchG`8c6qVt+fuNZMpRp z=e6}JqpooDUj)q)0seDE>;o-+U^{eB;$wW47xptvWn`Q5BT>_Z9|psiT^y_PsjY2- zUZ>nm8GZ9qTqV=QsqWwD__pQ2Xg>g0EPr@t!`%60CoyyAd|*KX59h|h!CN8P80w}- zR^VoZBk?iyY9cS&8j7Fh;XLU@5s4=7#j`>jqj>~j$WCFt5Ln;(^Y~v;6GqG<92mPy z(7xXwQ=@`U8YG?@m(PxJ)jx*F=mi86cRtE*&*SZy_WHbDJW-4WPGM%Mq)BF$-1!!? z9UAKs@c^amsX4-tn^LFycKX}XK^H26a5 z3P18h#=kMg8N?8jHS0}1L5A@JEnJQP;zS5%v>2gVqTK=cE2c^pY3-Z27G!kB8X@07 ztKDB6pxc#yyxAHMa8jk?FLqrFJZ1mZOT1vj+@Im+pii(0QJbqZID&$G zusir9!zQq7k^iZW#EVJi)9}^JXjK$&Na4($Z@^SXKmU2aSLAT)?XiTZKw%;lHd-8< zATZjpXAWN$;W$@gf~|)BqczJgbQ_KaF|)pwikt*>=LopaQ?#2j>j89-vFA+^0Jr%U8tJ%E5 zTX%9UrE&Gi(QxQKj-Q>Ih{?JpZDq*4$s598ZG+?7SR+J)P;?as2s|K%Fbxru9)!D1 zm^RiT7rh`?)SaFT<}e@T=2m|3?%83Qg+K0J+xGB)NK-uEaJg)@*5jAmgQ+EqB(Xwx zK|g3_CmP?RnKK{|w{NReux2Luc~pdz3m5Fj)SgisPl;&*kjx0f0H5G}z7aGkV4P6SXcbIOhJ0cCAO7Y|)jc z-(MxuQM*myiGXzj8wFqi;75sIx}Gx{2!+XjZ*1|PPdZemZf!*C4zKzAd`Rt%RcjcuIwV?fS8^sw0Hzi5;3OQuu|Ov1y75sXg#IHKG5!4S2=$d}2=i-y4W$A-|bV z2I!jebbb_tzo46a#fzu!o706u4H|T{iq&FpAI3?|yfy(qQZalX6`>!nAqfD}Bj04+ z1)>J+H*|zW-|VfjoedpBMV{a=R5&^c^362G3`~eHQo)BUAH8&Y{$B{&%1Fw_aUfrXHU}5nWf80#23j z@~ka5h5~2{b2);q{`x%Rh7FZI-KUP`3lW?*EQFX;LTgfkT^f5E62f1Ri%$4gj-|%~ zv2=S5P8N9a)AiM6A#gEJg?3Mma+y!~2wSGh9$KX`yn?%cZR;K^?=`}y+<=H@?J5m0 z7=VfGVySREf)axm2F}L~l(=$hds1zYfdb&xuepds&>2Ezs-}Dp6v#d%Er1%8Nk$ifK@aB6aa8a_;QIMV9gsfR}DnaD@B1UdOx3U!c?hqryX7l z)3pC1RhKEZC1Hnl?lgyX!t19h-f7J&%E+MpO*(*ug6SmSNCE1WrqtYf|6M>^klEbQ z?$^qK8SLolBds_0rU83SpTLIO&W+8rj%E0&uR1+wWqLoFTD^XRsDFHV?0h}A&1 znE+YvN)h@R^AuMy`L;a(#A5k%;9||0)-x5LcI3{?kshDRqAgeA{JX;@Ma%9;Ns;?m zdub~_YKk$6>%Mh*5K_3G@H1e`A8h;s{W%H-Bx&^v1y^ey+tZIc=zv`&$~dE`A_%I6 z31F>p9e^A62R;N~^2_`2udQ?kKIm4ae1_8$;A3~sNcW{0 z_n0KFbtD*F<1DMc68R65Wg&~Apm%|l3JpIfR>l>`a+?llK2v$~XY2qm-KcBvIqOh8 z1HSOPcz5Q5KwPmB(v|r8j`32s~nBOqNOnPM}x=`0CvO zYgxo0urx9RI9>1r>OT^g^B+}re9_&Dw&S+F-wi$RD%c9yqIR;Lr@Y~&!nelgbBI$a zmyhiaTzTuS-|VuR-NF~e{sU2i0oH4MY7{ME^36%g&9+PGZ%o5>SW~dweCyq5J1p&i z1q};?8yB&_qb~S;$(#)h!v4oq!C(@c$_b_e$2tIzh+8kiQtJQ2ZX8mD2q| zK$!q8p3WP|;RV*L@2>)V(o-Ky*Kyx`S|$rUX?)nNPW|4A7y;J){8XW@`OL$4fUU#n zrtf+X6b%3};MA!9rOAA7DqFw%K(O13VETZ^EHw%9U*N$4@D%37-JYX`)}>+<%d8#D zIN9hP$*@TUvi+VGmtiOTaWNq`gvZe}0nI|*n(@Thu zgeTDfKKKEXM{7mdM?GawXZs(!vHar3NIkhK76v82XjAd0X{EkDDFPow!`#+Fn zZ3v~OusWDoxRdSClMS4@EaxTf?!|7$?vF~m3bnNtd2_)S3Lc~Lf&*$#qE2?_2TfTodq@PNZeqYPzkb& ziCV|mS=S+DylnbhD)@upxsk0g{m>`npCmGHA1-QA4s?{C_!6z}{sXzA>1Pms0D!q; z6}w2cbp*`Mf>sC=glO<(+g~kzTiN%0SHIt=DVD-#>W@OzNXM;NPJ`CE<{TpM!xy%N zZo62b(M=2?Ra=CRC-WKl%rt;Ml1tB*6CUb@Hwsl%bB6yY=ZqwlULh4-q0(Gn?WeFY z-+1UAds@9xA$mrnYT2T&^rHT6B~lD~hFKp!*j@AlTj3(1qOsa=rT{_Se@; zd%~PBt|qhDW%Uf+e@bdnaIahxm=0@S)R_6yUXwQF-YE`G1@i=HPyiK+) zvx28LdQAC~B738UB2lk0HW#*YhykhZ9i_@EE=Q_2FjH>2{R4eemV{T2F@y^XfN#gI zjNQiN3RtfAYh!P(?fjl6$WF}h7PUrW2(cOa?>~QA zCu558&-15YLr|U_>@rm(n zB49q7%T(v*9ap=-I#LGDG@571*&nk}8mjV=)Oue(8?i~M92#TORQ8}EuuYUf=O@7H z_xBST{^P&^Zf3*x{N5v|B4hAk)#7){)mGZUM?>+PsWXl>BR=y!BDD$OA^fYBaN7aa zDEPw{EEPPmtc22wA1gsxbEUsb&mG(@G`X%&#r1T>`(9pRW7_KYDxBO0@d~i2__u39LDdt0H&jaM4^i%aC2(C|Fq#QYelTu&- zbKm81IAH^w2q?Se3IN$|D37SdfCIY#O0mBDOj){A$!x{^fna7-LamHT7uR3mlg&KaH;Zu%=X9t50W?stsv=_3;Fh!G)Yxu2|B zTX6Uz$W_KW>ErAX)uE_`wd>)Y0voN3i!zVnGZBaj>NayhgVzu<N90;=IhND2^oaGvm~(nBXUjc@;?tJn;glu3V#SC8R|a7A>9 zo<=@w)z&ja>N^Gm<0{k8>uEv)k{_whdp4|J+*;v4hU-H#4&iBBO*s$cZd&YLRT9Y1 z{HETXTckT8BHlMy>$dqcw$ABKxK%(vuJa9(#R=71kRI|OM16WdHsl>H?u_mdzL6lr z3`Sqz21A`lL??Z={#YH?7q6p3@l{{o{M?fM>Lh~{g*}m|NniD6!d`nkgF#>BTt)MNMwnb+ejP({`0idJ`rX_+>_!IQGilKd?e;_!T`C z!(c)RYs5Nkcji@8>$NjZ2Vwey(Cvv>C%@=lQkf$5#kW7fq<+Y-2*v)> z+Oj^KoHE{gj-e z^p*1*DmOe*>gqDO-Y{$pLKSoi292jJYswYQG*-UuW|m?8@+j@(Rgw|rMxaOa!>#7j zb7vi%#|1r8dh$jn;Ekv}_OzN^oyW7MY1i|PPs^abg2x}VYOpnHzj86OyCr=;;8InC zA~V;9D6j7}@54dq2iIXbUyjD!#?n7Q?>ub(644734$s*O@ZNdI%R1OP^_CaM0g~Fh z*#Bj8vOlwq?R8zXjI)$7iyo@%vs99_C=`~IS!sb-e9=*fm} zr|3(ZahqGb%BRBTQ(Cllq8h(X!ROOubiITG8YQpQl#6~Ee`rz4|5`Wb79=`F)N{3q zHhQ-E@EFho!p-#gnjR*?RvKQoLAx<8rlk9fjgorPUT+-!-FeHcNn|5xDoual4KALy`$?Nsd4rRJ7h z%S%1{c5rzh{8Tz0sA8~VDMGk+4@eBIF`t*|Z4d!DJx8Se5h3F+0$FX~Ottq+8oYnv zmKHOSJC6gXn{zQhsJ;t;(!9@~y_k=yFGjgFY?=UEx9y#sId)(o5oHyzcnoJX>ch3a z|3JRi3rmnAOe?d8$BVv=11FzKCa1RdfbTfBp>`v_e?Ob3IW>}LbvPH-@+I)G5jF51 z=<8$Z9M#}+eLUrp{PanaA2xX{?7NWPxnUx`e7OkO92%rX61-DJS!5rsk(gQ73!$k} zf0YS;1)}an2h6xO+hl_i1ZmAsBdd@wx0cy^RyMitQjEO{Eh-00mpWCpzA|9Qf+*NS zfV+pV6PFD*b%TB20Es1KT<$CW%`gwi00#)07xbp-O+>@hS<4 zk5!N(*rU3O!1Sfm7wsbH*ZI$prhxnP-~rdGzs`rN(dmd9!4mNY#DhZ2-x?wtJpZu8 z@e|x5+AzK6ZhB04DH;v|K=-_Jy(zwf8LSA@CJiH+`qYPJBsXx?LJNZN; zq@+@JX$fIZi3Q-fG;;BoEb~Zg;gMJPw-oT$0@V>rou7(6RHC**O&{dsEHV*c+d!VG zMLzklvK1C8N9|}m1B@Fb4u)agdMuHG+Hc%jf;ZHN!mrcD&3G}4=tkoQ(R)wbuAk!dj5uJ7lA{te& z1&OD5bW5y7U4|;^u-RjSZ=I0i&wG#0gVj&`Pe}V6gNla;UGE0mbWvqIyEGt(qQ8|` zZhJ^0i0Ylvh+R~dy=)!)ZH@AT?xk7=oyCsh0)DZVecZVZm+k*RXD0#e6)P2tzwsOv zTZUa{^aRmg4_ofVAB#TjKQ0=OMQCv!>k=)MRRu^IbNs3Sv1%z}`EHkHI6Q#sk!owN_yyO%~W<8WCdyTFieLJQk36MU{imR33pOI?gl?X)68fU zZ61QLdqJ>&AnQfF>&!T0No8@Pg4kjSOqeF#r{=Ys@t*1-;Ug~O%H$`!0SZ;i#u0i_nMMPKvtxx z@3W@)(Zsis$>BcMy)f)V#%}0=OU1$6MB>V(ut>FDpn8h^IUdB@irK%5Ulv}y))<(C zKL`!q)odEcy}_0+zA2w9x-QCJbS5+WWLP`WjspdCx|gz{>9cT@Ro~fnqgxnTJ3YH> zfyr}$Q=h5)B*kFJ30FhRpPWDjm!Jb2LMv6WM-eXHE`NDWc>+htzkYghj&{c>Ak^om zU*W$QO z(81JOyZMos^uvo5onZV@@?s;Rm_;&jb?2{&b@;Ja>b(2t_I2u5BpLo=@`xteCi*ab zy#_3guVDs;LYT)Qs+m;sA%^?(mba<>PIMQ?upQm|{qdfv2+4l2$Fh_9IXgfh{SPHM z<0<}9-_(}xM94tqGFK*mKJPwv)ph^e=ipB!WhdI(@2f@lBLumjmm5Jb^gZF_ZOGn7 z(F)1|Iec(_P1M}o-*xX^alCTX7p9B|N#WW9oBV?p(dr`t1^dAxpB<)=lOXwiw1?le znv(iDi4$C!Km0krY290Na&Lv|JrM^#7vD6@xvkoHL$?Ih{R7Ruo#|epn>p4rJuAe# ze1d+!j90e!O%{Ey`fv%xY6%`kPqIeW(*4`9->3p`ntsyHd;w1Qp|aaCKlJ;V{QI`7cYa{N#&>or5hBM zlM$#*)HD-i%PPfYQxtEWd@g_5wVsFP7Z7Ka8S?vIpEBn~vT?-z_y>BRT{v|g{Tu&v zm0x>dH7>A%DLIj|YA?QjlTRRkVa1sqq!8J8E^#ugKDl3c^Q>+xkbav#Z@wBc%^`5~ zd4)ICQfXzWeLY1OdPW={b~dJx@0_jH)m}tlu+Q+ad0Ve@EOAvS9yY86@fj>#N2;i; zGf>m>K41OV)YTIksFv~g0gay1Xf^r_oF9}&ZNL3>okGsBW{qn@w-8-3K^Jv)|HSS_ z;42|QyM!tTrt2|NE3q{8537=#r2MX~FeSx*?o9y3JDG(2V$iFb6ciKt@p6b_90x)Q z$1hccSsxf5N>}4RmCRmV3dnYG1~_uPPCwe=!wSRXF?iI`1LsJN{4h5%v3qR3LyYzK z%hs;ncvCBQXe6KIVkwY$h3kfZIlD^xD<$nUW7W$P%dD^UFmiZXNP46Wj1;Mn5vgEy zMOh|uA%r-uerPbTJ0Ev=ABl@DCN58{6y0K!7B*}Q3y3jE1V5!VPdUS`v}~T@Ol*Y1 z8=z-9L4wPbJNE{SF*Vn*V^7*cmx$nGz&ShI)7uSjshK_IW7T9-M`;E3++oqM_<9m; z*ylF0LRb^GY)FdWJih<^7TwZEMw#jV!l&`lH2HhX+XpA6z? za;%DUnv7l58fDkHAwH%y(6ED?Jmr!*;Pf$=m}9c99fysWM3Z4YsQ>FV16bickmBD% zaYp_FZGQm5ik}7lK!1A)+Q&Z?2RYvYMOO9?@UuVt(Qq1eAji+})abIz;&&y26`pmu zaFG+G5__5*=tgTDTe%xE7JVJaM9Itj{qWN(zax?YRO<`&0?C3RV$}P7z0Z-HbOC%U zCO(l zpW-s;{3V*AjqpLmL=s0T%N z#s-L83}HuQZLoceb}*FKG2m;m}Pi!@g}dM``~98LP?%qcFR7FRcxz zIGLLqFDg<$bMDSd*|d~-VanU#U*+HS)*}~Do60zvBdqT5GxPl?{@Tc|a>g0!lennjba z{Jl9){2&aBQ<`XFSwkf-5F(f|IrI0fINH^~wVAg4NT)f2Ml{FZtmN=7I+Ws8N#UJ* z*ms?)*nC}%*ziV=haG~mr@Sg9LW7R+I*dOOrrU1hsJ4<*Yid%uEbW1dIuQ< zp%avDRQ94g{y447%Bsx9=3k?DYKdpU4VUSV+1bS1oQ8XAa`q%>c1i|6S%E7i(}lZ# zG#V%s8knsPyz@Q9@JSTA)8a;=*3;L&C^QaKoKVRs;J9cD)m^|q`E)Sw-?B;Jvj81R zH~7S$E&^7_JjO;19QQ>bAhg~p&m-1;!TF~R5#gxm9jYipO9d6}q7vCFm^3+RoLb{> zOrsyoO9jwSD4c>v__4(=zgw@P8_2ovS_4ERqmfws{=9mTe?)KnK_(BG>rskVF&Vhv zL^zq)2y1FsXt~kIb``k@Yat*2iNLiC7{im8k2gBv!1sWv*am!x|Cq?Y%M!S92qrLd zwl^=19MidUN)N8)01?*w+5FhX*snhjSiEz%`B$347}J&;O##5mltDgu^1-{*0id{? zw5U*=cibnh)cN*`@HJ8%C8<Y6gv*Dk~coEkS->RsD>Ptj)r-_Z3VzTFedy^LObs7AaIkMNk zX2~;ixprc}?mpDi8}3r`{kEQe;CczQGVs8M?Iik#TDYKQM_~937!icN7QtDEa2%e~ zLTc5Ro(xXk=<}bgvG@`ZTE_U~*<#K2m8r6XfwqBJG47BE@s8VX2zx@bJ(ZG1M7zdj^@Vc3slE%xJyfm2TSX0hxdZJH@?-J(J99p?C6UraC} z--m-GGqkX3dG`;}+~?P9sG)BzB1q(EQFj=i+(QP@3Ok=EpFqZRDO9 z2iN9jUlb;zXHL3`-4beemCE1EkUQzJvbV3$p42|4@b!F+iL=e-MHD6Xef7 z`0dN`S0DAq5!fPdnwHi~rcBf1V%j*J0FhsuC^EdQ*{Gw9s*9#tYcwcMvcAhsa+$DnKsD|l!+Tob>1->ZsA8aj-DN0KvWMKFHTB|^ zyIMo0AEjxCsxVK0u1F7>`tVCED0g>9U5jc`Dv>eV`s4LXz74-;xQ;*M4q<^wp$UUE zp|vlEq)u8&{C;ncXpSdDeW|eMm$_Tlt~*8ma_GW}Aw8*u#mESHle2I51hW2y5B+;E z-N!6JCGqN4O3N98d=vohxE^JTD`lHtii7`2m*Q-FmYol_HJjzeJVC~k?3e9Rp#EAB zt+YHYJT$5PgNPqI3^oocs zMh)2zvN0FJGg`ytFKlSK2rf8BGzyO32Z$cg6U%ScUSWBcdIB{}*J)q-ZM~7wh6}hQlb?AJqtRV1idWoKR`0zy%!|d;ExR?0=dV__1!fK=j; z{&JPv8>BUx(S_AV!EK8$#S1PIK>=wVu9*)__={y?VjtctohR8yGF_V6Cpu-;UK#Dl ze|OSr)N%e1qvXwr$aUYD)iDJX2NXYi9eS_1ev3A*Y36X0e>inyI2*>9T+D7H7))rG z^g5|_VBF1PP6vk)`3y8w;d}ibr>DI*5UTLdYJ-?*556046|*MT<0sYK2o?S=hHYF^ zZCkU&n7eoX`M>x4{J9My4{lyu)W>60g&(D zQ-0>NFAv;{UafTY%EZjG{bYZENW&J^<1_SsmG>Oz(9>dzlT(NUx&?Pcu%G+K2B_9r zL1a3M@Ki$I%V_=3=a#d4YpKsOTI4VBX2KfZ4Yq&4-TKo!>-*`Y~tjTC=4ey=CcVE@s2YTHZzRxs+g<>d8IxaV7+&hfRa z9Nu6`tNu<=t9lUp@MN>wzzKga_}$E^faG=&u4P-cXfK;<4Js~vzg9K)G9@VEB0TIg zUAh~=n-M)z)@?8H*xM-`l~aH8(raiv$B%f@B;wxL#y+f+J(L8WY>=HGnQ@hdE@fC_@&x|L&Q&}2mQg+1GJxvv+ZGu%1y4KY~!v(UZFb2*rqdqne;?+u>w)M$sbzhUD^f&>_W zjBDv%M=PZOs@=N2K=qS1+pd$Q;l`W{d5+1v;+x+-cBr9g6sGstzZ$8luYz+yPS`Uo#qXqc58O>R*PKlkas)0?i?czIW3Ez_NGfD+Hq&J z*=m|kj$LCf+_{}|H(6rMp~TD=pz zZY9k^=}H-|9|n_x9=Ut(No#T%I=!X%rb&(T^2E#eMx_0H^vu06o*9-Q0a+(o{mtX9 zpwFb6X6kQLL=i6x! z(_2*ee7dO)iZ;IKE4WW;Z3;tqjhqW=!yJ=RXM<_q1~4QYYtgPlU=%14cAsHD33Gzm z@ymKI;H@1>GCmVb9h2J)#?>`oMD8<|E*cly*U5Ocmp#I$NINTLk?fo{vCZdQ-k z43%};=9D!EWgA~jf`+;uSn;F4gsiY65y>2!ToWWF#y0dFP!W*n@6u85c&M10y_WI@ z0N~`s(1`sv9^IDl>>_1#%vR}~cSE1N;k_8)2TpWA9fgr4t`22Nbvu+6^{)8Cc~gIG zd}$3msZPx;97A%dCM#vOr;V35Yjpde_;VIGG}_O4C zb9nL1$nK`joFp(e|7b54^_LJ2DFjn{XW0ieK37!7yr!WoAhrDt@S564O|7XuMW2P0 zb5&Lf!Jn+Sbl{i?-F`~z7i)4Onm4NjTP4*)mpQT=@#thKSt+~r$rOoCb0O?kX$H=$ zdg_CEz6H{#-$RS7CNY$9SLv!Wli7O?Hkbpa4e##?SDtipmf(^}d~Td!r%NKrgE1&> zOV2X3!-a^5(uxK%MuW%>_F~So05AIeHDFpBiWdg+-7Kg3t&+QHRDz@Dix;`f{@X zLIzMzVT)m!GlQKK1`0gZnk0GLp!qr}g4vL=aOSdbE9*`;Z7Qzpu(M3_w5b(*!`A<= z`OK+5{*)I>8Y}q3>#QMTtSA@N1_f2WSBkPcBDD=WyylS1v*#;$xNQ_!+S`2vBBP%Z zS@ZVOitd@?wQzY_tvg3raU*=RKKR#n zPM<$U%}Ds2_;OpK(@__mAK7Ibc#pO_sux$c*?uO05#GBPY^0#$FoZqaw(UO;bUUL0lv>Opa_K(UsNf3N-R@>!qC2qA%BHC#ElX8b|niTz~N?J_lQuocj+HVqrr&X<+>a z+UjshDz*$vUSu~`b9N)-+91;D4G)_X$(<%Dj)=+ozrFR8-z0@NrOT+|hIzp%r^hiu zF}5KsbbSSdZ$&RtjLs_d*2xso99YNcx6a=LSgaW&Z+KqY{`l2-4Z@4&l3)$=5QZ~) z&OijVb^a6|!-2Z)RhY~xp6}m4xhz!xaIb+_=pqer7-aD=xTM7{YBVq+V-4Lkb3SIs z{SVbiL!*-pCG|E;G0eZ=)Uwa-n#53zd4_gmb`5zmeeS1Uo;^3sUW%=kP1~9H$pa%` z2rVzqmHC}_kf^2C^5m*{SBpcls;sXjHP4N4@aYZ4-scwi2m1Uur`sQE%L>72&KF3g z(64@Kj%PJ@Zk3)A8sXKulBa|%RNL3;t*zMjx}FrzB9ozK%koi4E_0rE)7*Ss+~T+* z4svmb(z3rv^E9u17=8Y-M7GW7;69-#v&Rm!gFLblgP|AFWg8xsroGy=fJ_wN8LXcs zN!YwqpfDgz-Y<&f#g zck2p5sVn7CI<7Nk`cm^t_btEr#KbODGeDD1@n{cl!7fUc8M~2Fz@vjI7U+Dl_$h7P z)m54IlIvd+lEqX!viUz2#ct0GWImum!{?0=ho9Yk+P>r^5c6|pri-AIW=jZX-6aI? z?CsxzxSAch&UJ{U<$rQ*$(xG?Ka#BK3HMgj;y#M zsN@R!SMx`XNRAS^^p*Sp#N?mqLP+pd9h9xta98Px#b=KT&kpXX5C3^$!8+RoS;h*L zFj01=KvyFnMap~EMGJ4NXyrYS0z(LcZ-1QHgHxgvn8>4pLm3WdenKB7SqXbtB!r2$ zr&xVPPuxlf_&B~V)Rc}C>5YNt#u44lm*4ltH>gSRGmtg3nJzdisyNwol-4S5={pR#j!sp*o{~!#njwN0<-(9Jvz1 zjH)q{R`t#sN4G1d{pM|`ep`P1EeGa2K37qy_b0&=YX+{tKnJ0?^E79+3yXD<0$E4l zVPp#*Y)xJ7CMK`BB`bKsqE7j<+w@YD)Fr9Y0i3$Pj3USN3=ZdlUxz8HphG!Zdb8iHHM}#L% z&j+1%91?b5j{ch}?REcydL)uh-sM|hsAvLPI%7Hq!Yo{^x!X;+rKYtAEg>Ee9R+pA zz{h()p1((2uICRuJacnLJLqlXWZzEzVdkBzeSFS3YNjwc)|Y)vRG(2&yKPB`jP@MCpQev97IF>T1&0c-bZe2)4qG;7qKZi_zB`B z1+ZPvW&{RMs^wf@|I}AHiz_B~E!r_0gmmV#^Kq5|t-F_B6qaT_Mm-MHHp|rP<^I`E zGTg10;vQm{Bz}DPhgt6-^$Miw>cfbAD6V7hwAi}X=+1+(vWsQumCp!TB*!fNM4vjr zRIpm&fg&+B=2=Ap#o4z=Ho|7Nl7l4|p{gu25B&6HNY{Bl&HBvFs5=(w#&{WF%Y#f4 zwYdD{)@Pj~b9FSW^=(#VC}cs7wJ5H^a?4$FJ~t?*+bO4}>{{WtyC$-~@8oqkL-Jbx z$=N=`gpvSCD@Rn>eel|;rcAHaS3KoB&lp8qP(@we3}M$UJrmd9fNJ?~y-}BMxfLFS^mX+tA$7kw0}2tU+`r6}u{=4La?Niz;ko(!{_g3b`3?PWG{V&GQZBS}Nj6 za<$f)zQtk8wCQF0n(wT*%QNQFTq9*7wVnu<=PZ`>=UheRJt2LLY5|#44yLUxL19k&j)4`Gy`W># zOM#?ywX-RnT6=afvzOW}CQ8J1F4b+yn`kO^iXpceu}urMieN(VmQ0)0lPWmJhEIx2 zi8?7*5bP`~^88e3eap~lJ(TI=oQIG1jaKY+Qt-s{=gkF(y*4XVOEXLLALL%uG^mhm zM15f4F{M#&x@(27lnfg4eygTqC&{-^7Y1>cNoSS6HAZLydzHKs@7O&ZDXBmgZ zrAV-8etT0B3Sr~*%#Y9fG1~Y0Ly`LEWNG-sxAuRaE;gbAtXDEaJO~k5T@fOv8B1_r z6*`LuQ%(Jq5^Z?oE$YA-i?)@J%&5NYj_XcIrrCqo|@ zbeKN#v(unBtUc>xrVEp5^f?nxe<8EX07{unPg;(&y5yr_+!oB$j4DV!6uyF zzY^o>Zt$8r|sid(kTJn&HO=Qxo_Y2%oqo@G-9%lK7(6wQQ`;zCUnNOQjqr8;mn$ z$-}?Ase>q+E?MA`A5pv_OviQqmS5F$?LqUOci1eJDnmG~<66Ct$68)O1;8G=b(zI<~U zf}P>oS7oF!VbL=u|5#7tlEK(=@JM|yck!eIBgZqtKy8~(1(@!Hq-Nu)90Q8Y(| zmX!(QX2Rpx3RF0VxS7;a3&Y%0ax>$7f?5#C#ZJj62?DaY< zq_?T_m%`APaJw_QvP91m_Oa^nAs5xeXmitpE?rlS{cI-1V}6@7n%lmv5!?g!1=?K6&QXMZj=sm8D*v5Q zuH$@d6mh1>AF3n7MSrMlpc3sTM-4VbCUG8li(NcJomM~+QY^shyp9qm=V*s42f~Bf z3j^SvHfMrBAex;4%ghznAMQ+7_+Bm%M!%Lz>-BrOjaAWObpV+*#?3r|DtF-8FAJwO z-+Ec#Nm9972F)()aKzht(_a#GiW(ctEa$F#8Wyrh6SVXylX)v5t4$1aN@tUI=`L4R zA7zP!ige)CWy84SE8bd*%lNBa9^Zbz+PH8Z@t2TtS@??>n$QQti19N0$1NFobv$+) zQXDmeijII!Z_T3`n!l^dAHkcgST1r&NRg}*ThriCvUO0Brx?tosp%o(&&Fj6?ux;Z(HM zS1lslObm;vs~y(COp zUmj)Yf`^Db6xt*rgyyas92w=t{^4U_DZ77`?~eY9y``Rg4M|Uk(41>z{co+vrd3%M z{IH{!tm0c!J-wle-h%Ob%q#e^6E7rQl7~mz>=;(JtsRhG_;mJ7(S?iq635L+=PR)B zZr%bsYB7`dt|Ln&t1C|;hzBYfVG$ndF8P(?EyZan^jdGZ2p>g;Mq_P3}soeZ&aZQdF_#Z1M&#lF#qB+Kb# z=*8`n1Khr;m2YkeF=re9(V+SibQEacZ6}i51b@U5IH;erwh^{=+9U7_@6$^Ij-OkO z@Kk5x{F$W3uBNn-Xi@H=tD}aL=dm^+=X%;vs8^r+xx2|=?dJEG3F%9T+bP6_0*9C1 z$Gf`&b)T1(ui3%DLq&FCg-xgJZ{FuK9o5MHf-~d{HBJ{IAA~p@Ec8!CR>9Vmx;6$U@9RP-t8Ya?kxTBX57gVk#((xZz9R)oW;0QTzW*Zz;^ z-ON())RW%u&RYzMuGTJ%o0-lFtt7N^Xn};xQ**EvS3=wUC%$hdDwC*FTGVF z4=`X=0%o7}5JR$_ig-pz3o%Qp^W*nT7VhOp2k%*gm=|Ae#@dD??wXJc*-ROkhPxzeYc{FLH{EI+)xpS3pqUhc$)_$Vb2 z0E2R#7*ehLuV5eD4&g}E!d*T*7GxCBfe}9aSP&e)x*_t;t&koy`D-UAJ>K%CxTqF5 zEU{tFif5_{*hhnGJB=|XZGvJQW-OKWPCjF*z-RG8{{Vc^{8%GgukpoP!TYRC{%)TZ z1G=WmP0t07FRQ0-x^H#rg3&2hh^$ZUoL+8uZ3UibpaUcR0%uglEX1LWHiwT8>v%EiGaNS07KQo(4Dt|{4_~9R^-(~ zdJ-Hnu{xnQzw_zc@&1m#Sp1>HZF01nl=0~v5XiAgDD zKUbEq<9e|m2i=oSzZF6sRc0lbuYkOfU?N2mOX$>OjJJGBVk z=4r58IOe&LNSWcAByCSycf<2?KbrEx`lcV7CO`RN?OEiz2%*P6;X#v-QR=@QtJ$Rt z$(!Mm?xR3Nn4UhYtU4UW2j^~rOt8i@Uq|ML61RhXDuFEK)HdfXy#D~~);vvQnlhK& zc$9NPvibi2#U>I;lCnAv^O~K6hCiK1sg_>WvD-9X&GAkUR5NVj!)e< z7p*w5NbrB1QIdv#RgIw~5*-fLhUPK`WApyX9lAvZ_)2dAJj~c-M8k-W6mH1*nkhl^ z3eX`8^p-9(h;(BTkI-3yJ|0`b7jl>DyDK1of+6SCL|`Zp;d*@4Im{}L?*0{@EtT^n z(mMW1cluH!kHsa!tFmz8;;8=sRB+M8cDWXMRgd|$T82I@RSxB&oK9Q>JlPWu&7UBo zD>*rNVVf8=>^5AOvE;sB4F3S0)d1tSZ#P`L_d%<8`=JZ&z;(3Y{NARgJMn(#OFh)o zPd02DyJa6fY{Aef9ip0kss2q|o_$niLsPIwllr{;-8mn0XctQz3(NOoi?{ivYr~E? zqslu{CXY5w=e6VKKsB?QCNUhX!i65?S_~(I?#*=*!~NEhQ{bng4pk54^UmTcG!id^ z68Z?Ur{uP}APGE8W>qXN=8GH?=li5yJUfTSmdf+o&4mDS;-{J+#gLCZ(};#^K61B? zc)#Y-mdAzb=E#}eNb^}na!pdlSUL4nh-5tYvdV;P>TH2BdNcKV)^}r}0#CY7h+py0 zvQ~~{Pu1gQBn(`k!1YHZgwChs%CQmz50{yO&IC*JLB`4|e#Hgwh71AgHlj&;CttT_ z%Cm|2J}jIVXFFhWd8i-}yvb1W>!_;;;>bkvd_M0UA6NaV6MPg;yR#pQ&m!vYSMKZu zVqWQ3_rTtMNk*D)u^UY*%<+<@= zqyGSxBmV#?F&xF6j`_TOR~VuKcI)Du?)>?%37R~#331NsvRTctfAX#jaOBi|PzWC1 zKA%=Fiu2NaSq8+uCz~ETM0vb(Lm1vehBuf-Osz_bAMda+ah*raR4{oppN=U?!?=IV zarF?##Ne;MXb1T*G)o}>&cmysUftS2aB==9=%ned>biuD4t`WYJFl32ET1-ZmBcfBhcSFSSdR#!Jki}`t)nc}!G z`zgvZn>;+xPrA-#Si^FPINJ`h9-A0`GNymK5zK$~sm{e!-mfhUEbkTN8RD|VWJiOAGLnB)m_+OStoVco zCll21uNAOkrFrCqODmDocmAx=p9LL%O_r0j2i6xKIr9Awc0c=?K=d6TLu!%-Mw7bf(~Z<`Rr{w#X`090ae_`H&% zc>bt@k3CVConF}d(T5ygHhe`PQcK=`psrE&aTF? z{^*7@;hw0fdwKr=GQ$MSHOQ9$fPAG{^UY%zy|!*k`LI}+y#D~iEFUW;Wyf8r3ZIJ1 zrJ2rR2njCOmnm(6(MJkosKp&{hEUy4DQ z(VoAN^4}TV6C>&~c(?y3I z{AY_Tq`jKFAa!-MgRc9$WF46EQZFO`9G_j>haX*D0Bv#Z$qi32VI4U0ccP967vhaN ze4Z-5`p}-}rYbKT+Hf$QZG1;wn=14f z82dhKK-0Wm*CCvYAQ5lD88sIUfG84Mu9UX`FAxH96i7nZ$E=6e=sXZKb)t_eRoS9Xy< z`*LQ_J=tQS+1rnHJwC5CIM&2)R(;-Qo44^udkF5Ma?g^iy!}x;u^uTLf0IZDs)b{k zKyg{TeAF5QF|4L_=8`IHlknY@u(lkc!o?zDz7!SaN*G{(<@Z$l7(o;6=x`7p>WX0` z3Gp^cb@x??W+vj{Gnr#~56sjPMg1Mr10a;m@tZ)FqVKA)2=HT7O`H!O7jn}HbbCGB zs1yZ(Jo8&vlEk?G0PSQ)4SRnSYDLHf6Xoio&jD(1p9hO0@+bkpgNfj?UPwgGtPaO@ z6*2@iXXCnF%xC7mN86E(5M36qLoWP)pb`KLwQ_e{G zA`*j`+W@T~N0P`-lPDc|KCZ(N@a=RV2Ebs8DVroh5Pgv{4}%!0+9Uu@(n;uAF9C#N z#KScmd8`_4bbvMi4hBNF$l+;7AKZ6d4Ted8ggEey+XKRgj@cqWJF+meEDkrnyV=?R zzzVWLUu`tOMX3JPDL71HyjJcm!kc$n=t zvLLA$^+1yXfQ-c?%aaqrj>Fw>WaS|KS+{^i5^^|$8Cr`FCJ4rp*VP3T3Z#Rg z5kV04J-rrU47|=iy9{HLlmn`-8&JH|-219F5i^?MmI>~o-~0jRD13?n$;bKmsO2Bc zXU41Jn6C9n>ZEmM^m{*T)%Mx!@=UnwphfZM|APw za#`X?gf0wDLkrO%RI4&Mco4zp(t|>>%#j!e6o${8NS;;9z6z~?G!u}J$5PQhnBask zAhLKlq61V;dxD55lN{NAiEyOiw^)Qvih_L=c+oJtcg-DBB@$Wkh?rG+EX|ZR%t#Uk zCw?oGYJjYB%#k8zR%S?!DT0tAmMVlOP>ALxL(A}0y8m@&NPOSH=W@X!qK%0#(Z81RN$FDif*KPot`VnI2pbQaBUTCaqE-=2m|1 z5)mX19|ZtMunKw40cC0ED0vU?m0=J8D|PMb^Kz7)PNpPe`MKqY9QI4slEqRx0ene^ ztHT`LP5Ud0L}Ir)-6F|g$(4+ky`-Ecx&HuFl@uAg2i#c30_;ZJ1j(qX|Ua9$_@ z6YIJ$m{_b4jGu|FFq=RK?`&msaHPrW#aVNcmFNe)=@mEE6o6;_*XF~NQg*>zps>fe zv*ft(=f@XtsQ@89?ytHj=CJV4Je*Uk-#7PnZ%vu#zv3#J?k2)I^JXHFOK_g7qy9_DeDBaA*CtRK)se(U-QT?;G5Ng+QA-7yG}nop_XoD|$C z!e&BxDij<62J8}8lU0!kHzWtuhCq-WQZSai(UFjtMHqe)K>~T$o*>VLz!r}s$sWo< zwje1?fkY!A$2S>9l1ws?2#X1ve)Iq}8uuj8fM93kT!X;lgy&L$GwR7Qlv_z8=f#R* z8kE`!0qs}C(@e17h{7)2MU;UC0oe?mXd+pGDqr*pcOnSO=t6pQG_?Sk797kCGiI_w zHhrY#DfNs{^$6$3KbozUzl`m)9Wh%+mWi0oPs5iX4-h>y!>g$J7>L>Fi06))kLiS9 zxJD%PBv-H&Aw)_LhqY<~;3Kdb!P|#62>`N*OE|GUywrfefB{;7<38wM0VHA7$R7S_ zHZL(d=#CehLC6?qqs=%89OVa=raY>_Q^=lvY@;4mU;Ma%2t^0-YvP6=o^H%<+fx=} zhZm$fuOtD2en_B*uwldEg2gDu&(#@W6DChUV|Ky-9>*t!>9~nV6X%j^-#P$BH;w-Q z+JPDcM}&G}tIB=tr;3qmFeAO_=gnl{Ln8YF31$p}ls=^3X&8oJYaOCk1j!&KUj$gt zp^|1j6xlN!u=$FB!5a`ht`VKW9Ey2G<^kvNNib3hN9XviJh1!fy?i{Pyu|mH%lTa9 z4^UVFa)21XmR}VO+am8&o?_<2uhp3064nX(ux~UB%&QAmUlEKcfzOBpQ*FF9O-#}IpnNZ`eTfBn*QoW`iP_oeg6&2$Bo~nM9NE#UQYf5PKvi?(^3UO$uhn(qN)sX$>%; zmp6+TZBS1@hju<5hY}bixUg656s5{wE;nMlz%k3A(Dw($1f01!%Lqg`7*m*lKWG8< z)l(M|i8ukFviREB1CT>ZL+%eGSt`&a={Q6lEJywP;5$BPrm(yr?Qo$HwIm(Z76BZ^ zRt+wu8PV|Sw5SL;{2-oO_hFTWXPI|{!ISrNvxJ%CJP)p^CkK*f)Ji`Ef~0^^Lq{eD z;>uhzA>k|`=CvS%JH8=veu)YFCc{O6C$THcbQF@5cr)_(yklkLcF%S}$)ZSkp5*DH z%A}{*;qu)@fXHwK>VFmphZDMFep){S7QwHmC0-~8B{?8s9bM?0N$ofea@c*d*bq0z997imVEg(sRu9;-)~y zTpy08RF4J$;ylv_6hPyi60|rt&|aFD*24@(oj9eNw*0Ap%t?Ewkgh!$@w6Z|07QYn zJNdf>&m(Tg93!h1RLmZ%M&s(C6Yxe*$+{*nRf^_%;-V~l#Sr{)<7_8-EXLQ~$;-I2 z-&B>4#fOgU%v0v!rY!K$4l(7ZmQHnOa?wCJsjhy%<~ru`{{T3=FnHtpqo?^7&!(Dl z{{YI0Ps|n8ADYaK6TSPgk@;T27s)bzio72wgF9x;#)LW%>!h-(9})f)fJ7nrzw(4I z^G*@)rjAGyTiT7B9&HxDS%BgHjiV@aASPuBA5|A9n z)FIR%d9J|`Or)^!RBZ!NIR5}cWDuPu&&O?hMLY;g1XT!lV~WBUr0#J+?FwxGc3+f; z&a%%`V&u4E3^YW?VxVh*nm3#puLMzC87W@TRyQd)mU1wAekkzQ6;p~O4ySDV2PjJSdBCwDI&VQbPgWtWkHH(UH0m+m|l%3=S%db&-IBvN=3a+5!{@Ij(PX9&CtsIm4?b z+Y#tNzQYv#>n?(0!AYmXT-6NtPBAz zOzymDO$8j{x%fJ&>Ipd+;I;vQfjF7;*2p|20v$d9sI)#Y2=rD<5fRS^)zGh(0OR3& zLQX^ZumMrjM?R_yA&}wwxFw9{Dl;H*aQ)Xi%f&wPkw!D-F2KT-92?b?@Tb{9B!17; z8k@~hc4#OenaAeDWFy{{myC6^K!%#N(Hrx53>9HH`k+=sIieUJlbfi(u#x~Bc)G{i z&A|7?b#OvPcTHShb~KSy796@a?e4k}NEM0xZ>;|StDH*m`mj43*kGgcT`bQOz&U;8 z8e@-jAw-C(5XTRH9_&U0JzWTC{a6t1tIoG9f3FqfbYmD>B0}y`L~>U0wP1jbA2Z^V z02E`EN!N<$rN|;rmN|;c{y{Oj5B{uTt$^!}@yfU?kR!9C=s_|4D6dqoL6zg*G)xyH zl;B*`*))J)36MJ}PWof3D?NrLPm;fIVNp5={;C?&gc3g-7Yj+d2qh35GO!s>NcA_+q|L(IcQCLG3oJ=O|Xv%wcHdtJDMxmO1d-HizH0W&iqIEoxd?s6WWs6sIS zLcC5O?!#=%5I;VwZj~fJGvcr4rjgH6WJHmHI|qvA03K60>VRee0`PjH0}(Ltzr_zp zQ+yvbQWrJ?kidn5$o~KqVnWP&ihct-?9Hix+768W0ISk>-E~ZiQhPnwGjq%S=)to6 z^-@rGW@PB|R6-&<^F!c1Vreoa4^(zmd~b_CY|%G&;>#E1u)$0^*sCh?_VYoXiXs^1 zos&+ooD@;WJ}gnL(NE0Hnf$0Niyr%mk((hY=HT^8Ou-D4B$mI54J|}{#gMXrrC8=) zLlH?#zef3MLQKPny`Cb-sD(+JCO5kfK0H>>UytInG*IhKfap?TqD+`1`vc8-n`b3X6fsOE9T-*`k|jLG(A_Lbr{Gc| zIJxUce%Pef9Joryjv}il20TGZ$<3r602q%CZg^|C1BL*?12&2-qo9EzK+isGu`osw zvxjEBNFOtUXfPT1Xq-GWC2f1#y&!Qc$4q?1i95!7M)|SWi7H;v1K_O_BLw8~YC>Y5 zA-yl|%L%AE=eVvALAodAibg)A=7a(@{j^gk=@!~j~r3t5&)U^=Hx_(2W)*85EogG1nrtPFwUx((CzAx$=Dhe0@KYr z$CLL!LUTVkG+>!C$0Sis7CZN0gCI}4BpIiR$w2kplQJp?lkbZnA+C$aHA#q|Qu!_y l=80@+uG!+O7ku8?vg&08LV1f4d^J$I>wNlbfMocK|Jf7jM_T{@ literal 0 HcmV?d00001