From 10f997167b169a2b0ecc0d6d0e04892183465959 Mon Sep 17 00:00:00 2001 From: Ayush kumar <67006255+Ayush7614@users.noreply.github.com> Date: Wed, 27 Jan 2021 10:47:18 +0530 Subject: [PATCH 01/10] Create program.py --- Data Visualization/Line Plotting/program.py | 14 ++++++++++++++ 1 file changed, 14 insertions(+) create mode 100644 Data Visualization/Line Plotting/program.py diff --git a/Data Visualization/Line Plotting/program.py b/Data Visualization/Line Plotting/program.py new file mode 100644 index 0000000000..23c9d55b29 --- /dev/null +++ b/Data Visualization/Line Plotting/program.py @@ -0,0 +1,14 @@ +# importing matplotlib module +from matplotlib import pyplot as plt + +# x-axis values[x1, x2, x3, x4] +x = [5, 2, 9, 4, 7] + +# y-axis values[y1, y2, y3, y4] +y = [10, 5, 8, 4, 2] + +# Functions to plot +plt.plot(x,y) + +#function to show the plot +plt.show() From 99f72b827354bcb4b9189e7f93168f183c8b5253 Mon Sep 17 00:00:00 2001 From: Ayush kumar <67006255+Ayush7614@users.noreply.github.com> Date: Wed, 27 Jan 2021 10:49:33 +0530 Subject: [PATCH 02/10] Create program.py --- Data Visualization/Bar Plotting/program.py | 14 ++++++++++++++ 1 file changed, 14 insertions(+) create mode 100644 Data Visualization/Bar Plotting/program.py diff --git a/Data Visualization/Bar Plotting/program.py b/Data Visualization/Bar Plotting/program.py new file mode 100644 index 0000000000..b773ab3efb --- /dev/null +++ b/Data Visualization/Bar Plotting/program.py @@ -0,0 +1,14 @@ +# importing matplotlib module +from matplotlib import pyplot as plt + +# x-axis values[x1, x2, x3, x4] +x = [5, 2, 9, 4, 7] + +# y-axis values[y1, y2, y3, y4] +y = [10, 5, 8, 4, 2] + +# Functions to plot +plt.bar(x,y) + +#function to show the plot +plt.show() From b5530456f7e9374394bcc2a2e478b05e0cbfc9b8 Mon Sep 17 00:00:00 2001 From: Ayush kumar <67006255+Ayush7614@users.noreply.github.com> Date: Wed, 27 Jan 2021 10:53:37 +0530 Subject: [PATCH 03/10] Create program.py --- Data Visualization/Scatter Plotting/program.py | 9 +++++++++ 1 file changed, 9 insertions(+) create mode 100644 Data Visualization/Scatter Plotting/program.py diff --git a/Data Visualization/Scatter Plotting/program.py b/Data Visualization/Scatter Plotting/program.py new file mode 100644 index 0000000000..66c7520453 --- /dev/null +++ b/Data Visualization/Scatter Plotting/program.py @@ -0,0 +1,9 @@ +# importing matplotlib module +from matplotlib import pyplot as plt + +plt.plot([1, 2, 3, 4], + [1, 4, 9, 16], 'ro') + +# ro to make red circles +plt.axis([0, 6, 0, 20]) +plt.show() From 1a3f1282509246239f290fcf324d91e2acea3d27 Mon Sep 17 00:00:00 2001 From: Ayush kumar <67006255+Ayush7614@users.noreply.github.com> Date: Wed, 27 Jan 2021 11:02:18 +0530 Subject: [PATCH 04/10] Add files via upload --- Data Visualization/Bar Plotting.jpeg | Bin 0 -> 58722 bytes Data Visualization/Line Plotting.jpeg | Bin 0 -> 86181 bytes Data Visualization/Scatter Plotting.jpeg | Bin 0 -> 28999 bytes 3 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 Data Visualization/Bar Plotting.jpeg create mode 100644 Data Visualization/Line Plotting.jpeg create mode 100644 Data Visualization/Scatter Plotting.jpeg diff --git a/Data Visualization/Bar Plotting.jpeg b/Data Visualization/Bar Plotting.jpeg new file mode 100644 index 0000000000000000000000000000000000000000..c1964b567b1d1832a7311cfbd491fbca1353a725 GIT binary patch literal 58722 zcmd421y~);k^njf3GR~M6662}f(JRcyIYVza0?RLAwZA-!6gvf37Uii2*C-ifdB!5 zyB>ne8C@BGU0qdOT~$*v=jQv(PXJ$0RzVhkKmY&&9>C2E z5DMG@6WSd#baXUKEbzd?#m2_PBgH2G4^ny(G7>P;Q!`Lgf+s&K6B8@HC@(j!sIs)Q z^5aL3{rrj{|5E@rZ2$o}Du6VM450^*2q4G=ked#G^A=6yTU7s^AV|olD0d*g)88Ax z3Iqii>1GPn)Wd!IWs-ZyufJxu-PrU#D3T92>n56N3bM9Wg zI)kWhUDnu=BpT8L+^@~Ggr8#9s(7++H0UG4JkqpZTEcRoWC)}+h{Z{f;-xh(Wr6@w z5GXNts>|v@Tw4qyO1PiE0HhWqosgV=m@WxG$x}}vjHo6K`o|l;dqF@v{w*mog7s=Z zlQ6~}j@^J>B)YCPZ6?oX)^&8T6`n`aAYuL`-XG`w4G_~woKSygF^TP@*> zzNqGv{+Z|4*vj5mT>8-Z1|sbWdRBf^eRdfT;kWC5(2^~Md&j@m`GK4B;f_|cuz9pE z@si2M<%ZMDdPAa&4GY&jDW2Cp$ZyuAI!+e7sauzub65KO;b)G$@Usv1_@9)%p)+$C zBJ9s4Hn-`T{%FZUbe}?&HPUU#aJ@z&>P$_w;_@WBoWlc6V~~o<6Lnq^3ND}~aTH-0 zDIuI;iPYo!nAV&j$m_2y~K%TsM4`C10=IW8JfqiXfiH}LY zH=NQ2;}HC5KenCh(syr&vc?dqTm!3C4`b9KS4`Fn)i=;!($I`#P07vkiw*Ii3OD*3?dB8BSs|- z0#I_QKdz82B}K>TPw21Eu_kn)-vS5%ka_{|=B)%2lqeFmXfjFHCM?Bs2;N)a=Io=4 zwB+ie>~|;o>W#oP; zcxuZrlaD+mA599ANnVEL+#%bz?=^fYf^1U$@SP*XXXL>nDX9@0oF(NW9Gv|z5oGB( z-hn0MIo_r9@X{vR_AwluvB)AHEgZOaG8D6K+r|IUT`bc5>xvb=?Z*_(dH6jk&Q7F|p5Ev9-1d>pQX_+Vl-V_@n zRGUR(FTbBN4=(%jjWxzeQII_$GdD~6m=rE=kiu)AY2-@S=TOU?f}zfCo>U&IzicjV zGoM$#loXmrVAITsiN}5v8EbAbB$fm2^=gPXhByEy-dn-w*md#oT8n}Am|2Rx@W?t7 zUP!J9d)H|j4XyByqDbQUgw0+Wt|-H58Dj}cBD9Rv0IH2#J6#bze!rTvCDW3^yfJ}X z=*Sn@eUSfo;0XYXNtprN_lskn48Vg7^w#~U17$^fm0~p$dKoc5j8nn|70puw@$XXB z7!?xsg4MJN!&v<;FY5@zIs8|1A3lb3ZJtgvQmbZ$r|l0|0jjt<3Jb9~rsOMt@pCDtP4E@iH?5^Ench13#7C*z@Q zoqME1bv0v3i-b7v8(CKMkQ}5!S^&V1AkG}j7M_n4nCw7JF*&K~-07KPM7Vafy|Rpz zRy1;`XG!4%MKXag-ZG?DiM^W4+(Ny!SB2v8*oR5K&ys-k`B!~tDl*&3FY<>QKS26P zk#5y1h9q+9?*0X$E5-gNQm@BVGtE;G(!SM>uS%F0R?@*qHM-!MN!LP4Ee#$pk8dm> z#;U~fyVn+ua8X4Q*@f$VH9M)L`wNV~3Q+RDs$;uS#x{LD^f}rk)dUso?}UWpb@fIq zz{~aheiX3d+eE$X!#c!o36-#X4y99q5gWO7)4>v=UBF$`v*qgJwF>*zYWhLvoW0@L zY|QUEj(hLp3V~?~ranF>f*GDRbLu5X1%H9oS9?%3ur&m+>i-EVHq0N~uo&)Y@+lzI zTu5SV)48{TDPgHy0|jTGcNMyf%{*(@14s=55=DHu>}=)>J-$c7AePjULA5Pfsy|q* z02m1N7HbIfO`ux#Pmj>LI%w~)TE%C6dfhP?;u>x9bM}I`XlERN&(_;aGwlNVikD1I4vK>U})j1c*K(yD|&E`Jr zV>D2Jk!oY=hehd=*W0SJN<⪚-H3PRR;)LtE@=NYN}lM+Q4N?9M}`sx zF?Q20rQC%HhPl1_5!<*2?wyoLQG1Q^H6yXr4MA`w;O=RY0Pb zc6A9*qvDIA1Ufv0K=d6!*jao%RI}H&;WD;a1^?MeQgw=Eh`JJLlF}W`NHfV6fvebu zssVK60-F7W=X`1W#uP`dp^PX6)k#U!`dHAhMnxyg6cAW%$ZY`xp$%|%dvNB6%s!QS z%n@c{OiQW(BNI;{#xQfp)7LI%3|sQ>0uhyMYD;9Xt|~}3e{QHdt5aj~4xg~kQXC>( z8zcOlX$F(m;PYCFkBPp|oJ#n`gKPx_06+!AWnLib?g-a}!HTPDx^^swYx;7zfiNhS zhUL8ybtOzv!Ur@p-8+39eAbW@L8YUFehQ|y4fcMu>hx^}nuR$4q}U_r2MHou4smsA zs(NXMwS92zcd=vOvVmkE4&dh~0Rlpv>$5Lm$lqobjt@6*jfqj9FaS!+9v1WgrMl^9 zH%-+8!uQtEcf1@BTkE+m3}vrKKEpnK2U5vXI<-llbZ$H2Pm!O`EqE*y859TI4Tx#> z_l%F$0oWC3kpMb%7x;A*#}Bhj$okIyh4(wd2h<<*A@UFj%OGMHokIa~-1ntlD@){c zh0mXU21iy3KA9N#qPSgyVJgA>t%g0SRGi~&hH_22S?xmF;_=5TZ*SSm4a-y!@1e&M zmhIITmVgp$P1RTTvEP3A4BWhGYxM|Wv*hh>Vr-D}Ygx#M6x%)gHk&~pi~@Go0IjrBVV@;8(a@? z3_?;20zwwvPz7P;M4BN^*TT0Y#C^~GDl1it;+X5Y^ErJJ!u@Z6>~rkd_Bcxo2vQP$ z4l1ab(7^TC>g$1hOQUO4J=^*OYp*Hyh??c@Qm2KR452lb$Rw3O3EOpdD0&9hPel-` zG2W6X`n%iT>Pd%_O>>lpo>zHfeGh37$+{JSt&lqv0J=KhRtf*py-6qa7XiMdI3VXJ6&})NWr22L<<<9#TO#zp# zh4wux5>#)m17+C@l`s|YnTh1`Wq)Xx6liR0yEF>AKl7u)4SY&q3|GASrDbnz&!I^; z0+s{llduMXX6Je0H*mI<6x)8}fS7B4kCn6!D#Gvd@(A-tFuJz)8$XQK!rozGnA%U3 z+xoq!603r{zvcp}-LFiwhYm9CN+sO67bM@>p-z16OVhd6>kP9tB2D#z2`p1-%E~IXst5G% zR{xq^*^vC$gOx8bsgM1sMIY;>?qyPWhnmb2z3*1BG-6jg6QgHS3lE+e0GM>p0jpTb~8@pLdxjBtc6b2Et z9%ic`#1uBxsg-l>9x+1r94D(`0@Ek9Gohef8DIWYXLmQ%z>+XDzkP56;cgMN(Tn+c zkj5!I#wfO%`V9An_~!sQ!#Mw=fgF@P139Al&b@Y{%1ine^_@EhdwHo$ZR+S~4~qLY z`g*}lOL63c*eW-t?kj$p=!Oo#OFn;)wRi5Tc~*`}T&-OiCdKL6be%2QuVK>E_PXIR zpvzH-vLV=1o7%)$E47%`eHHnA=eG0i(y_oX+EeaVn}-cXjXu+r{uEXsRj-`Tb}kj?c6Ns(hb(rrc}dyI_MaZsr+LO-yFrH>JVjZLeRIt8c2?J($>^ z8(Q+(|EkJn8?R#W<%tn=;J_Y<7IEjdpO(Oa@{w7u9U&2;-&DtmOn{$`m8`m2f8+Zj;;@&BVBfv_kH@U zE5V8h{$iqrhdw&x0QzrY zSTTdJ@M|z%^@Q>()76w3T9rJtVOovwq4x5z&d@7eiQMv9ys(a?o?2vz-srBUQLU(3 zC?1L{BeO2C<|3<3am?tNNbspfw2y=*zp3zRpEyXIic2=>8|)N%Y9w?LYf`W(y(#Ft zH7LKOsx4HhzNxCeF=!$5^htxNv5;1V5KpEMQH#h}$773w#7TJmH~0*Zxk;VhurWe~ zzX;FZU824E_etfc4dvrAf1Ym&R+>6yDTJHx4-|&sr%oTLUOadL_nd&&kE!t;-Iw`c ztY_M`YQ!O*M2h)5edX8bm3R5(W46G|5>}r$o~e=%q%PSX4FYn)a!zrNz8cNa7+nfA z3c*%B*dZo%M>Y}uM8gMu)FyGlKj?>4Zvgn#>#5Z~+ujC&z-+%v{>@)^ zN!~=q8VfieeBg))>bQsb-G(tmU03l#?J)N7$bhKzp@Hua_2k-EBpM{B3I;~9%HScd zoE94xH?#0dOVWI)~5ZiQoCb;jznA00ozf!!NIACw(*J0|`!u z*#KXaX=*1)FH)b&8uqaCZNz7v?(?i!&{C-NE})4H;*V@*PL@ABgtR!zaEbFs-?@_Po_acghm?OfL^3ecvXbUsLPe zDd#2@Z%S9FQ`3B`GkutXn{7EZN?u#lZrhVpg9jIQ$lr>~Z#Vh2Kn@TJpQ^CtA^~^O z|7t?X34>rr2K~!9=)@tY5GVvnXQ~h0|Ggh`06;=r9e{v)^S14;bo=b^f1beSqTARR z=I>bA-wP-sVGsrwvjXEB1mXbX_Ob83l~8H_MAK06@ZbMu03;G_)z@FlK*CJI|D(^q zg>CukdGPNe|E3%M-tgb4Kp^7(onik+V^D4bjsM394-9|*J)jLBgV@j^1}XRB(D8$S zmVd+z^0!OmA^2DyJii4nmHMj*zm0d=woJeje4+y&$k;qX&~_zkp0AWS-TZ%gKrpdu z)?&}MKAb|}fFwR*2!5OUC~wPl7-u^+EgCOE4UQND8?pDhDG_n-E%w^Jr_Jqudj4Zs z^ZRnYTVPZg4)**D+CTQWZ5+gJV*ohOfp%rE59ioFcNhYI`%#>2gdV|YC`4;!DTQ!? z;m8Wkz6bBNU_vuPydV&OHl&p{FPgSi0bdf6HUym^1RX4Ia}+v5UL?D~{_jiZUyXlm zCH$?=?WH1Jte{iFmeYp~ksII!_!1@XcK2ef88Os+vDbXD^hRJQ97Zq!~sX z8MIV*$5eQS#Q{JZzXh8X89*5syAb;#t^Szdo!P@5XU7$Ld;YJtsr~sM8#Y;27KpjG zb@5(n-RaS6Rp&TxJHJq-S<+RL>XvTbf%i=$!-B(GQ$zXc;X>=7aK$$EJ8Nq&>v;}J zmp$@}dEWMy+-jwfG|%5yJ;BiGsYGYOB4Z%!=6JXEZd5*5a3acdKH%!=YLz70pTK21 z^2D}rOqzlD@#Ij`(BtbfkA{XQ>n#qhlllF$>O+IDg3PD!q`D|5HRE#F*WFYueT)KY zZ>r}%b4~UeRF^0xF(+AU7U{iS4z_w}D&#ajcaGQ@E)RD>D&4sr;`g6NYS{n`@s2pL z9XC(#CHqPRXd%Q05d8fhVn~n5`#dcgg2*6|ibc_%3IXe+WPZ;3dgvnU0y#^M`A6^Q z%99=Sjqk-XsAA4RDhE@CGn}&j{-6Og*h~O0~nd+#o^i8rn~wf_8R2S}UIQzx=g#1Dv)u z$8u{rgi!Qc+&U{5jTq zzc_~M4^^JdThLpKK5q~03D_uWB3I%W>u2Z|=%Z=^@qQI#epMCgwq^NvLo=lI82<(+ z;jp3&y89Ltdn7{d7EWImZvgkp4{F!PSNp$6#5vHzxs^DgDU~R5)rooHSnh%xc#9aV zATj9WUTb#m)Yc{5nzMM5{lPa8-WKXmG)9(7<3BHO@m&jAvN+QZAM4i8&Pc@JeWt32 z)I%IhhDeW1cx8`5F!p#KLcETk@@TKpfaBkB9$Ow^Eg4Fhmd*zyM$Tn8yl%)h6;)5x zz~zF|r*#n7ckisNL&CcHoAQTcGlU)aw)8Y<;suru{;FVEfc z2x`Qs<77gjj}O>Y(+0w30=Xs;vAhtO2Zi2GzT%NAf7i+X(o{joK;W;!O9Rz>^hNXr z*wY;3)cVRHFTSI)o1~lUsDn=)WWT?NH`B)v-9@nT<}*U1f)*l;ZMc>AK0nT^!MXG9 zy&r;8?XnLwX$6CbrD%NTTaF$^qE{ntLN5c_qbg@ssj>Z?ZU8x1hPU&SvDGwf#|Y|q zxF`k+H#U6vbPxV%lw3u{S|IS)0;-PE^fT7)ymw|E?v{6U?^PV>jPng}c>_Fee2^GA zNiR!mqxk|yULj8rcP*>6b*vX_IOa|{%k1Ooy>A8)wA5V3V~$IMgnbV+4kxvTE_Y;L z$t;5~w$njcezlxDfh$tPTn?viccRfy zDqN&YVUNtWk0YPAzuE6=;z49%00N8c3W)EfOO+jCW1(6O>kQb=w7?JEu^%4XX)t&~ zKfqER+b1}>FqIHxj=T5Fm@|}tvzzkg5WH3$F3_N(+?lq7k9V;TskIIz-`|?;E$kUAZGSU>*^#s*||EC6n@m4?HX@t z5-|C)W`W_ZfBUQw4z+j=Hu3{)P6c}A&uPb;*p<~i=K{Mfwpw2^J$8;d#C$54k@DBn zv&*V~8deCnPAOm?;9Kb7cfLR{^}{KUmssU0aJljKxYZ^NQ~BiH2tj|gXTGmh>mT}j zG8ed2DZB)}#skeDXFCdKJNTM2h=J#~wOT^|%fkMD{ezB=3>uh!mBax~B!E`#)--dr zgVSSk0sv?GZ%h3frNe(=M*njY{J+#W4vvU{BVPXI7&d1c3M~XIfm=-f6-nUJ1ISr0 z|0bvHUv?3>bwa>cG!gbK;Q(0u4+*=v4UoD8LkqNliv-pvpZz0s`?rn%Ggi$1&xZda zJ|H3gtNG-A1Ag3pjq|?RzxDYi_Z6R#X9>^wWDm4}V)Fqfd;Xxc{F{yY^9vg3e>^Uq z4YKmK8;Mn+h}##Dn78q42T*O!QX&Pn(?ME}F3#{wJwe*E=H!b@x* zh~8Fix9+`dZX(yb~o zbPHzy#1zB73cglH$@$_^Y)E8p=;^bICi6Jh@x`1QXj;U!EfMdjv z@5TJ}Nd;&9W%Jk|{&ToM$dJRAE$h1JimL0M-IR4hAn<6l-Fn!w6Om8t*c6!fQFlm? zNT9sd2Q;}1Dd%CCh;BTOwR=6F-Clwt=CSbuc@WKwTMd}_l1j8807?i75RAepfx_8? zLTnaBb#WwoDf?IDcwz5Hn1qLGKMfY1}Me9b}qoC&DtXv@3 z4T#`5fvqUc_Eisz(j$Ts?o~hbOGDYul3seyfN7xRR9MwR>(bM6a8bh<@a0*=-8f z=}bQ^LRVlmjEQR4@I7Cdg)AD(tgk{afK|`OYK~IJ z!u85a;n!m&vI#y3vt*I%)pGQs-Z}agNz_FtB26vbNhWdHR2QP)fqcfHCsZuJciaW7c8lTo-AWqsts%$7Um@ncgjvF}*%+A>aR zJFpq}{g_v=49|Gyf)Wc~sfh9ZhYX-Ag8*#cusXhK_offuq� zY|~iq*I#lOyr~h7zu~QOR)J3W;{AAZ?unoLZeH7y4;x4J*jNKJ>p!A6{4kWyn7l~3 z|LJ5Of3sma6ulzGVAf-`W`IX`Y5dJx%G=Sy9I`R=1gEbQVlE&T|X->R6SDuTVs4A4HdZCpfL{?z1Z*N`+BP5+8Qfc7NHpy^-kc zKCW)}yOve+vBxPWwf8Wtj<(@P!?88cVe1HU6VG#*$574<*nxz}hMd12ELeUX^*n?{ zu9mcT0O=(roh+Zd;I{*|ll4Mq5R>)A##smUouNQUGFGfy`Si^lc_t*dU%d^w7A@9J zOl@Ce&N5jWE~UwjUSY;rJ4Un0-aOe3f_x_p@kP;xP5BR&KD!@U?odYWYpA`|2&k2B?uLRZ7w0pS!i z%mu|az?qwm`;7TTVK2#~xcT$^(Umz&`>PQl^mcn2oV10o?T`TzgDeV}?hel4gV>=w z>E^vk?U^MCr|e1W5R8F_;(KOKl1qrticSXwcRiOpa-FZ&U6$W+i@kSvPo^l)mXWbt zo8FX%cUdoB%`q*q_GyvU6u{{Vw0z5PNF49-dbZY={UF(pF*HGqMxI#CzR0oxYfsDQMX8CDpP&~HMHHnrOm6YfSHYR=*M6*FcgV`W+D01FM=E2Ix;Qz{ykWG`i z_D1c3%I*Z_K}2hMEm#xRn)2LT%x)$wcHV+>xD)il(D4a#nuYf&1-4=Z_TYPgQCP6r zK3MJdH8AYagcuUN4Ss-?+d6y+^w9d@h&}kl5SRr(A4>`ybhZEpSm}rVJ@9nvk)dz~ z{|CqHugm|xc(jMz|1#3_Z!QZ+Z{0t8PN3iOUwX8Xx1`ekq4(Ak1v40;;%vvc1%5b0 z3A&_U6KHFRZhc%4&?Clg2?9M@ke}^Cl(&5TJ?d``Ft!w3tnU!$6XUlJ^8R*S|AR+M zdGKF(v}6CJyY^pswC(@SnFBFI{0_SPj`|6V-Cn}?JK+c%c+l@Uc=@--kK5SXUwHtg z1=g|ucKN&A6`O%h<#(S!&apxGVW`09Kf2~ML)b3Z#AB*(9<|$nAP;}4!T-^t#jYEq z)dJajyIwF(R2VJVpD8#IaRPr$9S7%X!RG2EuEE1TY=<8rQ~uR{iv#ar9~jMqA4*|E zz5>q%Ioq%~m(am>Y{cL#OavPImbWoS;W5K>&c?A0wlq-9bf0{v9NS z00c<1M8w=0np(m13_RlTH6)T|PeSfXshgTVa}Iiy+X{Z5j1ED9 zK*WGaJcL8W%h#*fMg%PDpxe56&j4MK*@v^nG9jJYG@UyHUr+k3G(k8iES=j<62b}< zM@I>;?Cld-Psm&o#A4+*T5GOK1IOu3L~+}3TZ~(Lv*;=5Nn}!yEoaJSQqdi7TM$qs z3QH26(Couvx2z~kshxP#XJF4_2`fy})$C=1f?p2Srf3*gS|*vZLGy|AVRY`kgS^D8I9R~eFXf+!bLzN#B&6t2 zXQ)RxE?-M=`LN#ytY5jKUw?khwg}}^udv0l#2sa&V)I9$!>m5bwByuoa1T=7fR;EL z_Ojxj?}-nh>%>VJ__b;e*U3~tct9%7B@#IOB8+{CjN$Utx^szG*`V%(lWsSc!^6Yx0#X8 z%Z?@KoXL#Q=C(0btePd%`}@?@bj`Y#m?)_(q%I?fE**=$t15{muO8<#oI^xxTt=#h zzEv?Q85F2&Scvbo-Dxo{Vaw` z$nESRKA)*O3jcx*-Hlr7Sfvm>peKFMrQ6se<-J79cQBM;NYRH#IKnZ#*%nIy8rr8;}=PKkzY zBXxW*RgP`w%=^X`Me^Q}$UFAg@aj}SS7XkzumFMwU3v@LO)k&{nn%mReNI}XGT6pz5k>cxY3T%OSe(v}6EJYD) zY1-u;(MG#`Zr|uo>~zLOww-yQB`@B2C6UFU?5Yu?1^QS)@Dl4%vLB>bnUJ$5dc8zQ z87Ve=$d=NtX61JMtd4t08g%3+IP-o~l(*S59H~BKif2qMT`WmltrzsWtXC3N z#A)F1>*2X)_4b9A@&dVrLk{UJb~2clThlMt&9{@>Itkm*KZ|bp3=_0s58zZiedZ~XOFrTyIujd0^i94D2ld!#7DZ2 zdor!W(`lx$qWui}#*YG%?~b?|swLBm$XI2gdlh!vDPR$@R9YeV{GsY6U%l+NOB^c? z`kztvsEHXVG09FudE`)flB-2BoLIiepK^afb@DH8#c>>Ye*+*JbQa16+8Pdz;wX~k zr3zkGv|iZTj?vp(73)|{Egxc%_+EMmy4TB21TOJq?_0Shxj;QsO$CE7jnU@lS0oby zDE$aJR>dI^Vm={zwVdAe`xnefcQtCy)XUvIT27mXLZugr;ZhQJs0Mw`XY&(^POOLS8pW1cF~sGEPa%c;;wBtcAhrr0+6 zRq-u|ueN9YlJsFJJJuwycg_e@T%`I4du{J}Z(oK=l4iMIj5H(0a}81fcS(d@b(+4r;YZi)HJ0w>cWdKCy_D^Wd0q|4R*}OBBgN5 z1`n@K<$iu-erNS!x5K+F(qFqfa=Ge$s~cQqg{eC1jFaWNzB19SyO42`*t?&~zb(3f zM`XB!VN$k!N`TNko%*>}uDN!aD4@GP#pFED@FC(8j-w%bPBWJADOuu)9jtI!aRp za2#ZDK+qu}mzpC#2%2`p^0GuN)`MRTYmD<0Ns{0DidCGoD)UR$ZJzS6wt2)70hDM? zSKD|+aF1o3V4SjT3eiZmCsFDX`U{M=FgR=ZqFtJ^WF;QLUJKSyEI%x{U?k@wk5SIT zO}8jg&PXRG^82o#kk&oLdXKV3Lki1Aj+YrnSy3P-=HdOfqiH8hBAphUKXj!{2pa@0 z8Qrwts2DtcsBT1lsP5i#NDc4yAjZ0Z!R`vzB;S}%^|Z5oG(2(Rjv(OXU{m-#D)b{b ziU%A;O~xe_fgVDfDLWvuytl168I5kY6H?mb*t`d|>Nya&;? zc^oKkbyu&}yM`mYdnwXQSM)SRCczk4Opw>TxBgyKQ+4e&nMie}1~A&!9~LoE?= zW5rv&vJNj9Z^S+O_~$vDC{HN<6~Q}MG3Yr*9gVZG71xijN_vAywTB%I-pve51B{s^ zi&^NSibPgkDMoS#`X>}4u^dO{(VyMdyYNFDYfkCTIX*r7$niOYlNm~$Z(jN!9t~2IwD=T z)Ftd7S9!!Gk--Cu66gt7EF*9mdP+9=aHDE7(a{uz5JKNqoszWocuHqOiAsvw$nhzM z^LPx^ImyBxQo*u@ZL+^OC|`}o3!&4|maO#&&}*AYqeH1UH(F=`)xt;pkO=3ZL4qs* zWeW<;4WY+CmnPMhv_)-;^3!-yI}&5#X_-`;NZgZ1lAx>DW5CA9-6Ki-l^8Vf21+bK ze@wlg8W=)DIor#;0ho^5KqqT2YZH8fM*=!>;(r`DG)xp!WEA9EPY?Xt7&1Nq3Mwrz z9VZvBiz^`!H;=dk=*q>@-w&=KVNieaOj0{U%G4~^JR#?|9|!&~O$@klO)NrY{aLl) zE~E7>hGnPySJ`6K#`q3jw~m1xx{i*Nq%bNkFZcxRpsRBQY+&pVYirAtg}Ev&C-<-= zm4PWXXsOEL9we8jk}y0|nd4|y%DDwUZJ3H|dx7Lfc+l};IQ0%XdO(o+t5@0`v;Nie zAy9enq;xN~sVHa7DGxF$t0)WBQ5|w^YI9jx2@_s$V@O_JPFY@FUQv2p z!4q=(r}o12aZRo2h<0oAR&C5mR#sM1X59l$8!IN>iLz%LtytyOSOI-P6(uDhcVs1i z{LavEN=?d9AxzBk zMbY2BgbtQ<)=3SA%?p3M3~qKlcbp5Ubm3%`CD55K3h)r{3UyC5(D$&ixkJ%ia^71; z>RBH^5Zz>(RZ=#%$5&hDJ&gS@W$0S5HYC9Q;Y$vt7X-VBZ@P{$k+^=I$D9}_x&??zgOuaPIb zCCl$zE0=@N^kMj1ihDJd4JNc()e-$08b;SP|a*s{gw>pXBoo*k+ z3)Hj;6b^!*a{0>+5V@R*Ua#IJkFVKk?{>{IIA_BK?cHD96~P*ucTbY|MX?K-l>zd7 zRf->@z4Oa7=E6*4Xc1;YQM>oBL*7NTM2VTTn)B63h}GlN*~WBOKil40(n~9RI}^Ga zkYwDBb11)RQEX9(Q^&wtOR-*0m4hFs}W@(;x=22|8v{!{>-|<%Hp0+y? zzwcVi8W`_b(kq(SB@ljHNF3PG?zb7%G`KZA^>N|zu~i`L#eFuWF{}usX0wO+5zKC? z%L|g$9vM?~SI%?vDPJ4cT(eW}MzGD;QPO)pG`t()mi%k@dDGyw*lR0_c`K)T7pmRw zC6>@l%ghE|mgL1#!!dM{$L%eUTf1>qSsWsdUg>d^w7WK=vSa_u0>fFVl&FtI&<*={ zXDg|1$KT=~2jY+4;?86z(EBbf`))*;;`&q^DaCkz?Mz5st{$I6R8_b@SGc$cG2NG5 zJ)XN?b;fYEW3RR3Po3vNSXbpLG#xN)=f~{bkgi zQ;YAI{AZPQ+0)NBmfAX2cvb?jd9Q7rYaoy~#PdUQMRz-Obkxh>k}LK7cLjzxjke$m z&-R`8UwcnXuhydZ!*;^Q)Ab;L|%PpY#1W2jBl){ zGEgbL(DSV*ns7G=+e}p&K|{C+eyIcA@i@ z1Cob)&m0cJzB(nb;sFtuL7uG2_i67k431GoWR96kB(P~_oDREp;8nTWmmygSDvX%g zJwT6?!;7(VW^NAFHxr4E*iBqY!!_T~Fxu>MjG-FBMNY^RrOzrUY1-%Y_M|UsyQ8_Q zTB#gSX7SJ-N|(bUU>nNXn8dTXFZT#@)->AYR@;_nc|NFb8l67;`o5^hQN?0Edx1!(^(sJ=gy5x=!fxZQ| zrdhm}YYi$1{eAH#yi)4VLKsZVYo!-nB?Ps!{q`%sf8~oI-2exW6zCy$hR*0hndo@W zPL+5P&PqOOhz5UINo?oHwUtsOw~niwguZswuw`~$r0iRrTw&Zu*IIjt3>qp&dTk5V z>V>k*pyIuWK?I9$x16? z$G0t)pb?`JW2{Z6x{nI%-wPX5%chqmJ=PY(;$zbBf1h0F_9h=XsAQWw^~fVDYEG%F z#Ma(cR)@fi%pLT~>~-I3-&af?2VY@|60r4`*EV!0_BIMPq>?Dwn2Z$ckR*ddDsLzA zOF#KwUv*w5BqLqcO7=tV)QxuYN@i5&EIdhvT&EOec(`xaT1rZFH<4{$Ty?IM%_z5E zKff!XC|+;4tiY~5!$3`WwUH#RasbK{rnY&eXju|fa$ko&`K^1@Xh~VwEgCAcF|0P+ zDNJuRKco7G`S=z-n!EwRl#|OE8l&o1yERJ_XEcv-coNy)$h8N^e~=99Yq@xv9erCwGT-3hkA33qaOV8h(#+{pp zYqX&sIq|@|h-<74{NX?Q{MhzHbg%Wom-yn#o$X7wYVLDyfykhrb8>U;Fp9dv!NTXd zUs6SiwOX4AskG2e6>^mCqMa&dnLKCK9*mByl1MGH{;r5go_aWSEX4XCe5hum=5cVg zW0w@4mwG9iYJ2?PAw?zs+otbncmxPY`>3g`d317z=WC{KA3tTjm=@-0N6@6tWZ~{y z^>uTY54=WObb05%vGpSHh)T3*{G0--VPT{Bkb5bcYlHJX7hN+VxlPP}wfE`AX|e*d ziXshPbv^h!!yIC3A z-zj4~Gb8qBpKq^4{UN4y$gRAlTE0BWd2dci}-((66+YBawv?h|F?P{Hrbm3C+T}Ide7ZV98fB+< zX8H;)#UL`~`=)b`zTCC+FC=7^&5rt_8Ad|-`Xal?`LdfrDwSv;nLp8M3m2rOUtSsG zJo78aN8^*%q(*SLzE|!|-32W#J1h&V3w2JL!l(P34yTNYG=v=p{Rfg}UFsc|GG<){ z5%E-)1M$mNf3a7<$4ZQEwk_|IEVRtAD7oyLmdI>hV=>-<*S5UF)Ga}4!&Cf;{>z?5 z&zi!wBKAJ3B&FeHYtV3l>-(bnCTU076hY$T^GCN1w1Q&b!TJBx5^{?3) z7L1$!Oo-T&H5Kpyab67Vc-i71uo!rhY6W)>eKDERlu8a*E91)X)Qcr;}?JNuYg>oe~l=CYsHd~U2 z0I@D;#lVETHvY1mVr|?*;583qF2Pyj34Ts<88HEmBs{n7CMFw<8m zaw(FxUnQF3uA)=ZiU)iAX@1OE-1RGjrKgdU|7pSn2!ns;4-;`FK^_Eh^o5PS-n%8| zd+pNG--|>EE`8Dcq&060*LccX{@${5nu=3!&h_JT8Yuj1^WtHSv=i9M9v9y1n&QR7aWi2+k zcYUjW%@5+RES+7laQbOZsPDzh6<7Nhk4-GdE>K;GNgy`wucF#^ycHH!{@~gqZ&{;x z&5$IdD8_Buv|)3(k+)Qo*LzU(dN3oJxho-LY{Yxs8!R&2j*LH-Z@X=S@ecE1D;!@c zA-$hY-#5N2fko;9zuQ|s(%6(lHqA-og2Hmm271fUOXluz-O^@q-*b{Ny`O5X4R%ei zi{!D^MDVL^v$GqZx-7eYs76P`gx~*VhTWy@w#AsADzZNt#$)+YpV$FUw;7u@-D1@a za`07HvFcEAm3gss?|jWzar_taq8lJK5uAOo;8@7=RQrYUWUEu~*u#CppKkB6A(d!K zO8ev|QU!&lSi3J2RQA1cQ`Ppp(%rzXzC`-V0>j^|>WIZ>yEfhL?f!I~hfT9d+j^aU zOp|?qHx!MkeQo6*ReHI7L87Izq-M_adhkt`%EJydbNbXpXKog|iG6Ms?)OdD;hPhs zBlQQ5#@5{&{d8j^?I%9CiM`ODi#W%Un9fd{|57^4ob}~dc?~J}g&P$rwd!O;%jUSw z7iI0uBNG#537Hika@HnvH(s4nq8XPF4ZWY%Gu|U3-+ro@)5Q+8WhkfkmF6umW)^N| z^d{yTPhv)Pff@xq#k_vI=D6lDjZTz};I88coppK7MMR7%wF7RY1-GJ$K|SJYyhF7z zT&lF)&1}8LyJ}UN^D(EH;-J2WtcAyJh2HLZ#~E*`Ny@!jDP0@RE?GpQZSmwyyCA%3={7Ekkv`*R8%AQQ65p{ps zzE_ytcn(p4sLwedPO6e zmKEg%suQbw*`fu~%?L|y0~!WEm(=iAQYrW78kX!S8CS%@veV-c1hdmWE6NRw85w=M z_U-sHsty=!XEZkm2nY)(6u;YwVB+Y|^k$cOSkY9fCG)KF!Tjopx<%_Osw5tdiF|(} zz2;qK3GU!X53BJGw-!)uI3Fw(p$YfjZ2b8@R^( z)9>6`-Y|+rJ;;h*>iMZgNVS3%Qo=hq`3ra8LheyEM*z;H2yxS`-ID{&C#Vc>C4)M@ zczg=fu%MO!wFzim8E@@4$7^rU3~_^=$dt;hK2#fz9Q+%r`niPqKw%X$k}kSdJ0U!9 zqtKmC+ueOG6)1FFzr$`WTs73nN340Pk)0dRK-s&MPUvszS;tB2P3D|B=P>1bc0?_E zI~NaR2{a)emG<~yAC39vqnL$nbumbm6)Hyt%`Sr93M6hZa`0dbclX6v6?zFg<5?lg(L;w5kdtZhmA4$$W zXYaMv-e=~_%;}?Cz0fpN`BV>vt}Ml(!e52;Fdp%>O=`0AU(4DK55QZJML=bN3=HHF zGazf%n)Uq}{=b&nq!LnqPse&Z?ye}AfnR4Z<4d2jZ>0>0JpMEv>&J#VceuMtRTSNI z>t4s5+qMhC&9T`6N%O*d6d(^qbPv#3ps)ZUD^hP> z4^b+yCz~>4O2}C8Rf@LA<7gNf85>QQ*I-wQvv8@O#R?y7C1B-=KzI}f9w>6>$L3fea)V#;8q ziSx;URR8cl_M17Yy7Nrb9u1kb-9gfKeRBnr40jRrtOIc0`yUz?>(5z^{if!MCntqp zK9Ru|wq8xvHnL$jW&XhzwQDiJxkuc>79EY)62n{nUpriJIY8(ryPzCs__A^nnn<&B z`c~mC4F;Gwj$cZgIHM2Za$6)22F%rtImj^48bzRJ%|VOX@6^7;4(mt4Gq(l)y3bI> zM8Jk*!##wq{4mpaWh8`B#wl(sx@D~|VSnuKDC%?Q=l8Po?+YPuYMw*|Ad~7xA~3|1 zhNoN1E$ahP`JS%Pc1zz8699SL=5?H?2R6i^3)5xQb7cEBI`+HcvED`$A8@$bh=Lz_ zYjtj$_za(+BIf$2-GIV>^o7k|{eNG4vv|xYGsw(- zEe=3h_YXP1En8iWprn0|ofPDPmDI$Z=U5gUhma;>e}|ZD#{l?KXpT=Iv%Fne&kRK` z1Fr=o19Y_47ddad1deJ0p^lhE+bbB5D~j5Gv?D43RuR|3P+^PMJ^LP;F6gQ8Dd;&O z*UzllBKm{7T7^F#6zEYz0SpZlXj>lQMf?veUC4mS56dey_}JJ@h#|~R`;_pF)-rcR z?OFo*t4i$ihh%-`z+~Uzs>M97)z5$V2}$7w^B+NQJV&-Di17625IvgpY=L-6q+nt^ zXQx#U0Dop%ikLoldQ3O*LemRu=lfG0v|Vag$Kg45IQ|R5-aZ|9kED*OJv z2rH;R&bjsv1uChR7E3ElP#^{9NrI>Ye1J)seaBb8fV}vu5I9*+@n8QHn&Wu&1kJVp z^Z(a^#kAEym)ZdK-xpLl->V-Ga~~;02=~hv2}sL@%mB_0 zO9jv^aTZmyI*cqdI0v!#zWwZBC*;k#O&@?iAdqI8D9a2TO zzb|ND_)o*+^?-i(QRNstt}|D5f0qU;g`Itp4cJt^<@KB7ZbILI_|z z@|c(0kIg8nRR}OoaPIipMZ}ChV7ooF`;4@ux)Y^ep4XwZaS0#eP1J@)hrIywlidk# zbgPlsK5ND&0MLz7N=K>d_hXc*GUxk`Ia_vp9_Y%~Ki@y6sP`O`PK)=Z}U!bpcHSgc%sEO^YLNPM)RpyE|;&H?H!qX5>QdUr~Qwkoz|Y8Nc81 zh{x~9o3Fngu~nxTY5n`c;&z250FwpynQGP!RbPh2PwE`&3C;haPh2eg_eDM)^0Vf} zi2=H7W0}Qni}uZXe_sD4VeE>QSQ>f$5i~f2>07Qp2izy)XZ%4yNAv?g7qZ*iRFx~^v0ZhmN^9VulS=%iSn-)Mt zSRYNuC@kJ*qeI(qpu*YRt0D@e5dv=$A?}`HdEHt5T0eoH_@&(<#B|4phmQ5A5dC@2 zv`D0iDWHl;vlNpr?7L-o4RBEf3;LsN^B?36%>Z?)%>U8^<&Z~U1g1`5)&zGS;}!7q z#P>bYckc)~RIOH_g9htH95JlX`I;+@IH+z7-y8J^iR`IHjWv`w4P-9dEu+5Q<4$Y% z!BtrA(nP#;(ROH)$`g1C=u#G)VLD?Az;o(2qyLzZ62I=S_|a;0r~tC-aFvQ!vkBN}xfuA%7tV$M!PKc3xlI&Dca&!Qz-K=j*Yi z>khn2%X9w}Ur_)f0Dc?YA@>KnpB2BK6(Bgqx~I5kP7Vlr$8 zTSnk*v~|YX^ijhJ~y5WNQz~;ZHGntVE{JTLh-1d6X0-~rSQSFZ<8hIsEKI+xAg`0 zfyqJtRi#IYpBr4Y0_2QBXca{UEE5XUK;n?pW2-8vKLWV8R2=crdtmWntG}*7Wx?Gd|EtBK-FwUw zY={UDO{M}Uu%jXEYZq?w0pmk_N_+~kP+uY>ByioKi^UmWrK12sC3ug*iG-EHXyuq? zLIh9%LBtK9^_px7G$4+%XwXVqlGZHqpe^!+8vk(D3bM(bV;5381ijqI2NI{S#U*eb z?IB?)!y}1MTgtxP2|6ev{T`F|Cv`9YGk`#hT;_0k16}8@+Fknq(HSb}2yW57#vk}| z#Z^S{MbrbcVI?(U7(kokEZU;BpVJpY;Pk;6kmAcMSI!)f3rrxS5du=~F}DZJH(I2v zOwV=__w-J%^~MXJmQ4o!b{O$|Lwt*#$%DAT`0yY25jP~K zuYa;1zn*3lSV*;N8@)({zMuU~X1nvowV}y>PM_inmT!3CP-o$j!9-e8R#HsyDPRON zd2klv?776;73YZvRIP2)uMSDSoxhr_Y4aT#lPU~8!}ART6oOpfZCq-^R%*E7E3W@A zpQ7hk$-3?{#1}U>0X6s{AdO;82b?BYQZzS&bM~hc_O|AWP;1i4iej2`jjb~gaBgPs z@#;ix={N+3_NNUw%BB=%_ zlD>oq1*|)gjnxFuc6Hg@d zjM}ay@)p=G$bqs)KvKZvpQXdE1<*k#2leS*aw0iDR-+S+!fwr|GF`d_c|#=!VjkP3 z&hb36$a7h7hPVnTA3fR*JVYaEH-9|RDti}qg!IS zl{uc_PqTEPBl)XTKvEy*fq2CKyv6|7{c;V&Z8UsEXm!w~Fi^3U!137=VY*V!-6Jl5 z(srnI^ZB9z6vqKn*{MY(N>l2**lC`y+*5j85~W{$nu0@xeWY&D*z(=k$97VJD*ffL z+r&0K7#!r+D9{(?or(MfwvL#51E3%OBr>J|iXER${rU{hh4-To8$f@=cRoB|rT~E< zm`O$iJUB>Ht#^cKOEwm0nTn?ENZ={9RrIv6L(FWBUIM=JZk#H_D~(w?TX(0H7&=g|FrAJ(ReJiKpyB18&}gq1SVBb+i~Lvn_4 zkCIQNmu4yZ4NkZer!j+%WMs&rcFqRON~C11A6cA z&b+hy<3H~q78#QZAd&3>C-l|=Y)I_?crpMhy17a6qc=!D@vslb$q+`Et6f(;F6G`g zOuu$CTCu#b7}S%T2EP5^EAA)&pJU|m5SN+=2|$s{bH>JbMhSIVI6%{9#)ew2)bj=D z4PID1+abZpS+ntgvUNPLdDCHcm}twH3vjF3`JtA6K7PB%-OUfbSQ~}*q~2^%6hN~k zb3@?z58*^oV^Z7Mul90JlpCTu6h1!Z*u)b>IDk0jZs=7eo{emz!DqBSOwXf`8k5HE zQQlw9roM5HsI=ad_W+f;?{B1+dsi@k)^p@fh(LodEx$9VqrQ&aiv>Ie%*d?6mN>i$L^z71pyju>>B9AG)?{ba&4gH%KAH zEwvVgo3DC0MqcCuzG&jd$lo`3HEGc|xI=Du_!Uslt{Do&mOy@dIjMcI;{1!e1zMj2 z*K{)81xueHoxBJs*#Vl6rR_+M2%+u&0Rcg^)z}fLHN_!NA!ETK1i@B1lx4QluDzbT z>_CUQ1?Ck63Y^AI_P136lqx^{5H|E57YHi;&0v zY^~HQ96zH#D@d^c&?LkAhP#v_aM7!%v_K{;3H-6FZJiMYztlqkRA6S0Y~9xH zV{8A0BSWsnK^PC-~7`*0TdR{eA*o0pycy7 zS$$P}Mz56n>xq?_)S^pZm+~WuxcHOnhB`Xy>qc!_6BdxbR8ZO4J&7t&#CCQ|2DGu$ zxrV7jE;TdsS!xyGkO54&zG+MV(Fw?tsZ9X$-MUy3)-jPdEX4Jh6Q9G>Hs=~)!qd~5 z_2`}1DCD^+*gdKO=`r+u+V9)+Ux17E|98yk_5276bA6Cp3VdvPlts zd3RRd-d=R3lcP5X1GJ)-Gud6sF7#vKXGR8<1wZss@VXzjiCU@knEl`a>;&E3%?fc? zN=xw-`}Q-)f{wMh%wOBmLwUmEH-7YN18LsBtxx_dN*}Syqm7Vg7HJO%h*`J4g|e zBM)T_-hURDaNk(x$qMR{(VO(Sj$0@l6Z~2?(kXX7Xq303YgB-h=L9v4D67?~7Md(B z9co`)^Qi@ahGZUeu#(&UzCgMru-;K+s-{R&@I)zsWlElTX=HryMk|*)aFvzLo6i{4 zuvWm$Qt0L*QK;tg#!*9^UR3>ZqAs()VLIdU`Hh@ErhI4@#dq!*)-+qS5>vnH=(x4% z=>nabOFoXP8^YXtonz@NP}mRb@~OoQ8Rar0fhOTsz;1Wvy!;c`TNgFooPgJ0aH%j7 z0m}TQj2KnwhddRxYfPG0|K;O5x$aimLfNvJGS*dX1@@^~`J(T%hwp|h8VN07J^S%|r=(qKHx2rIKCA`W(wdq7pTC)WB-s7)=;Op1%CM zx2^2g zXO#9+G5Lo#z#a&z6ev9<=X`-#!IxxpGR?V=Kub9UdBhFzSekv`tPT6t0*Mo~nV`1| zI!&dT=CPaFRaKknDL0HW?6b1rC-;(dT3-xV=k4Y1&ChA)^CPMUR2KCWCzS~#icUTc zsD|TV#gYHWC#^+Ufh{T*u_1+Zcte(T?e^;c zIHtVTSlMUM6kn2iR_3)oLn%A5ljJEQ-x;wvsZaP?LPxKxOtya2h{#M?QcJHuU7w_% zF<-O0<%flWOd1x~RyI(KL?FM_dd}Q>{wE;g#3AmJKSbW$;uYK}-;=Vl`s!j(>Y|G+ zE{9kA|KI>$7I35?|A?R3`pe>2)BOR{ad75?)R@ecBC+%)i8&|mLE}5LPHvV5Oo;(3 zo*cHpu&3ZLJs7ILAW*xWsGlnL@q9i;I4J_(buX3Yph(lWDoZU(Pr8FR^!9WrKN9ME z&$^3Yk}rw6Rd%G$OCCylt)`E}SqS`i7P|vbJaf(4lL39LQURXt%CEoR=p(Uh3@J)C z*l2_sCjC~S*^+ZqKG5G4!l-D7X3Yuz(U0BC+>cOv$RKg@1xX=mTfwv_a?qjea|+G- zL)}|hjk3Ol?}!@;OEtlj-Dj-o7SP=uu$gwgnWh=uzGG~Maurn0Brp?uL_xuC!|J-)q9rxVLJ0zEIwaw@=}2C75s?$E z`na+qi^@TpyeOtS^r_4ktF{dEK}5QP{%C{?s+Y!jFfCoHiNHirdqQ>b6WNhNKSG?C zO??_;H?k;lr%=}~?YI>4@*_{ZxQ*g!`66G4&KgFjEWw27EQjGVuJLndF(o*DZ`{d4 z8h$2sa9)$^S~aG!H_X#)o~YU;6gkD0RZ=MD7bO&w#e(H1rt1Q!te4o+Xq9hmu|HLS zWmICoIBIfBhD^oQoG3M;d>AH>Wra`U%(q!OIZ|>@4#Lji26th2I_BhiH)X(N(`=Se7KBP)xIR6a^ZFM`>tR{p+F z)gh3U=LmI%gDIX(y zqeFeH5t;&JH~SzltTw}5!JaOeVWth5CNeL;ZBjGSmZD2J02AW-F*aP`Hk_AA0+)6% zl5adONs}&XrB?M*Y1;5J#Za?Vsp_YyX8YD<#xCrXMp{NC9azpr503QC`HsVocgbGj zi;%k!3upkwvcHF+aU+kWbp>7K-_CCmI9 zjh6kGYbb30^RLXqm5VI)yNNWPeYuC&l(|E}&j}PR;s4(wOzyy?SQgldrJo(Hx~@ao6-{Kx6@LDF%P-$8c(Lm9E8!(1%Gv8`=^;O( zeTf|Ss5e|V!agm}ukf`?X=-KZ8@u|emfvUTQ@FYrySkwT1m%JQrfT8xjS(avD5397 z>*1*0tEIJo>L#a@YGTYZb{KkLWvVsN<(z^H?^)^ntc0RHVMS8o!j)2_%T{iZ9$RH+!@JQ0(FOogy7 zN-vn}kT1=kP)VzJEV9K8#+yaXHpnMqV|%eJ-dB8tOfZsZg)mvJswb%zV!IxU8)23) zFGbgkuo%Z!E&ptd2IhC1d6HHdE{M5B3(egmWHCr%g}99)tXal(M6;104Mt^ihpAPy zUzSwT(}>Kl*^USpWiq3bXReVNtE_QGM%0zoDVifH->p@O`na$%rfDJf<;eriw!+HUV5Ac<4T)N#@@-#T}yReC}t{d3FJS3heN_W8UF__8=zvOa%H94pfGGhn@Wc9Uvq2z zcg-a^u;%g=PBwEAW|B}m-qdHZFiM-b5DqYB$(N#8rQl)8$o`xoiV*pjZdoqr-a%6f ztBhnZ_-M5A0yjyvn#k#I^AVgfy6=R+Sy_14k#=Fqr@e?p=m*SRFgq=v8{K!oYU(H;L zej700Mrmrb{!{q2PE5iiHG)vi|Nb^SSOsE*S`}|G#)MZ0k10O!XERLvNGO3gT#H&1 zH%&x%jv`9b1WH44{c}p`?oC*J)`wytL5qtEp+mQrk<9P`!cI@I|`9!=F+B+eEmtGX$ zg9N5><6H)n5Qr%2CFh&JFRoOBB8<>6K8#{Xt0+gZ1$?tJU5?O5Mtq;f{wZ)(BXm`w zE8*$QZ>nMG3I=fEqogfKxi|j4V4IUMdG{10?S22# zKbbZI*tLjU@%rT}($`0EXK_#nun0xLt5lNlcND?XVs7^!$yWA2QdG3`l^0JsmhD0q zVna+axc^cAeG+S?`8!GYo=G~cmG1`DOh%^`oYC#R{f#p8C9)sfmT>Og3d4=%NHOXb zI?`YNp%{&uf$lWOhD{bG%7O%vNACZ=U=@^uiPsPKr<^rP%hey6$X5?-+I|s~`pyJj zj%0Vv2*YnrkoVpa4Q%$o@F*B=_ILj_{PzVOg~}i|3&zY1c^Q6H#Y3zGv(GeI`7 zeFRHmxz98Pf@D~NHJ*|jg`lo%B0^2nmX5#fb1h5 zRs>{Xrqr|KjN>Q`S~`bb#ef9wcpAxzk8 z#~1l~ArIj3=bvyHXERL?Z4+Y+EE-mxR-b9jSk0lz+%9cjF4yeUt~K<{rVhQD?^3Q- zh-CX!j>l7@k;FD!(+V-=c=KDEakpp2Q-;MIh2)$@xSF{^P?Gh}$lz zW;yetginXhH|lERkfikunGfHTWJcM3gbrw(s)zQc4>@u&@iE%DL{c_R6Vw~$uY%(j zSWFN---G04m=JeFLM3N4R>YhMbV>hJG!Cho9+GR;fU`>S%A&d!W@U%Qkz5**H33>9f>L zGD5X&+&mIrQ?rb#W%DDOKRL+nM0K-{gx6D(8TUL|E`6hLN>S=l(MCvEO#JE;aZXq8 zi+!jGh23gHOQs4Xais*;`?>>CsHh$Y;SEKHGLjE9?JlOY&YM3)@v1m_E!$^mIBOlj zt&Vz47Nn8RKZf!&QthT5rb)|5xhrwI74I2EobP{s|?ZJ~YIOfBj+JdFJve~BBS zI5c;{liqoZi1tbmu8GLYY08MeDpgDYZW0bUN&!hA%NYX(nr|)}7DnaxmaVFiAjq31u>ngZ}PWg;#HDh;?YuEPk^HXfs=OEPNh{lJ*>0w%f1J{Z@55Ieo+dVF1nP5kX6K3Py=k})2y(!Qe! z84CQGy!`zXKF!xdNPm0OtF(dqOfH=5cD$I7k5(g_NRE>mbGU{$wRU7EZPKOLCspWy znU1$%pFzAGT%yTLL&D)sP8G{_*wGT`gTvcbk@AB5$uHZT4bvP|Lip+R=iPBA?ac=M z^xjk|dpceed@z{Z8@N4H4jueGA&lwH!jRI}1rqJMK(|!)(YiwL}c!?{YH~1Dd!jIZlZxF)rwinze_(iiQLP4lh8yj! z+}SeDfe+r&axv7pnfeLP}XGO zc0rB?NSMJTy4a3$YeVvK3TNq(F3cSpcc6`7cXtWKb8QgTAGctM#I~jf6FTK( zYW!U)vFo*1J0-#YWz`R^i2w4Twcf;Umy9;7YdarWNB`5^^aHexZda>3bXd311RRA$ zx_Ut(+ff;RWw*3HfKdd*Qf44vH1eNLLiRTPVCE-1!wC_P*R?SiZHL`xvS(SU zbpzphBE)4mR3DA{Mei(n3Q|Ac`g}({Lh3G>(Qj@Ldx$2NWU|d6%R(k4vF{QFHZr8N zPKlL4e)%oU5t**~atQT(^6+?MmsSU+|JRewjg!YbyPJ@v6Nz$Sf+x6^rVbEQO4pul z`NI=Rt^W`G>N`e(6i-w2O{hZwwSh;27jo#YB#~R>$?fu2I>`Zh?(HKsiId+jCs%t4 z)H}UtJiZa*KGhE;Ck|TW!5glv*6vgb0JX$JJ8i#R(jSSpBbvRKEu?Wb{^-}8=;ME1 znEIdlGW%0qZaosSfFBL2df43~?hZ)(H=n9EpJq3SbS5{+?g{#4$!gK>2%gF|B{#0k z*5RTizp!shS2@pV3oz?RW$>p&^3JyE2`6=aJ^zJosQZUSGePq94b5=Mo?oV{0#;J}-5R7=LmSzb(F!2I^ zOrCSRp7{_p5k+hthW(OE%1j!JaGPy1l3W4OpOYIE=Ev%o<$p=XySW6sIwxs3L@P7nQ_FMOMH5Up-^x56*3!$(syxqEaSGbL`tD(a3vxH! zkBQ$Ma&s8g9NYfx!SO1d2Zo+F?A?e|;drqAOmAu^>)ud7!YmHdh6iTmXg|fwF1pQn zX*)v~6xZ`e6f3NhTx-A#@SGPbBad27T0eBM@Tlb!IRAw+9H9P4o?N!Kk>QF&D|x-R z0!ts_WS*eh?iSaeVB_!Vv$?#Rs_{s+H5L28q4nY1JU57{z8SK}pkl~q7#3ML(1ZpC-h2ibfaWo;DJ3)YkUYju`hMdRH_XfB@9=H& ziF-S|#rw`1sz%KYE3w{Hf!iM(#;54uo5t4LXj?rFMSozC2g3ZKlnVTa)B*q;oIOfaa``ZewYsLj0w|fGkfUwnH6o4foNJPh~?+ zs}4)bvEGraMm6&toj6Vx=EKTwkiNAOypJ3~77KAVnXdWr(t-J1p3Rz*(^jl{N{Gm3qA-CQ33AJ2 zqz-vrRu1UjX~@#KJA2i_U^~&m6!}Ry;tUN#Zey;%C?NWxkcxK zrt64XE|F~T*5B>W?rQgwe|Eo$z{} zS)qnF=gUA|*=F4(7^q5d+T@`@;=w&*go)L$V!X=d>>w{lj%o%?L4hH z8nJriop2Di`86$ed=EU2^r_*5fsZHCiG@k2aF|H}UhGpVn^&GRmms{9B&zsmM5L!j zgAKKbA~s=0em01S2q`ub!^xx#C%|$^%_TT&-$i+J0Bj+`pbB5&ydM;|U=TXs3|}uP z*%>boe-MfFgns3(l9hC*W)Rv}#h>mwBWSoi!(&byZr&lSkUXXf$y8(gvL|X2uLH_@ zIl}z;170xTU<=^VKkxEmLCo)v;;fa~hg?)gYBeL^S(%WPhw`)4b6(Z)#QGDcl7ty= zH6pd3TbJm%i#0P3I~fZhb-0Tr`%Alt*XcK5dpAA}upit#hhq}B!I>jj5&)Ci^&}Q_ zaSG{vw*wWe#}AI=pU!?{dg0Ws@xB~|1Wq+`bz&;dFw4735SR0q(nHi*n8b71ahxjD z;RVDj92b9(Uj``R9VBwLe#8ruhTb0@RWWEd4f9q=EZI!$oh{>9CmtGE=v*rWcmfOF z$4XVg)`u9Iuzm##?|Vb_qC)OEqRHO1qmU4CF5QnN z)3_JBGDm{Sk~&dPOPrp6t(D*dX-nMsx3+kG@1B`yijWm-Z!{`&W_itj+P|j;~$eyr+|$CoZS+Y&G$v9S??}S;*4CPolQcNz7x$$ zoJ3M$T3w%=*j<~%p7;UX()(j9XITW??ub9{X#LV{(;0Q7Rh-Y5gjM8psoK_ye9SPW zqmtxZO0eanqSQ5+aKhgg@O*Q{vf#Y|PfyN1k|XkFL%?g;qD|=TWm04nE@Yi=dh|$1 z2+gK5xFpE?+2kLHKjK8q%@gSWy8w!yUhwtKVy4nWEvf!L5-5hlyCPP+mN@Ucm#IX_ZU|L8o9Q#Dv`CEsSDI&bYtYA|1%MRlHVR70L*Qcb#6r#3}77tEv; z+H#F$9=s;$3Mro0&pTD+X`dj7t87EF`X~joVA9UgqrTk+C|V~I`=N!+<9PSG{l_XV zdPeU&;w7OFcDo_fUc1=fenh$5l z5$UuVndktOthaX!?{?srwVo+`NUIzYVh(WA&4Bm#1H&7*k}i9ExgGMf{+j626FJ8O zL5M|7ZoukCw7Z~kyQ6d^PyA!Je(2`-#-(VcTO~pMC5l>|{gf*qYNdf>%g>VPh{%{9 zTi0Bi?&-$v{UQ}SkGL2`y(Mb!1yFBvjT4t%grR+Cfi{T4!GG;W>~!ajx!>W6Ls~pp z2rqipi;rHL+wAM{0pb9gPLqCsSH3-Vx~*j5G>Te_+WZ$zLL{d-@+z7#nja++&K5Pd zCQopJLa_nuNhX^;)tDc6sntg)4~i5BsC6kOnr>Rz`>G;g4%m@TE0F#5qkI^=W2e$R zr!ixkU{npEp-xP-IGgkVC*(@}juSE9$cFD#G6_l|SHM}1trdj74IG3y5bm{#meX^1 z;F8fqMwG5R88xR0n~yZyz5-_As$Ywt9z@Wpr+rjsG7lRs3UhW4Q8F3E&r8hda?)V) zJ)8jcUd!?7PsI@j+(%|&)V5J!Qc5W_xn3)uAtsyMqBmVGrB}G*A2nbk=qD8Aj6w0px{6kSC7~*R(NN z7*b3#dYT6K4qe2LGNwb2!scfQ7`OCH((^>Unm^ee&O{0H0lX8z_nm05Fv;ZVae$iQ zTYvkdEg4~*{2NOTZ;G#~+IDopZx^{rrmd;8mbSlF+48ah1%dlP4D$K@MS^#MiX!z8vUTFL0}zY{=$I z!;Ca{@BR(v@j9GMxqdggus_Cm36L~aQ_mCqNRGY+lN2~joDb+M)6q|KGY8y4q>Q4O z=6Y(NBEKu~F7v0i@-;diEj|fx9}s7=m>f9$0Q0~Meprk)KMpbL(QtMCw)KMNj>3mk zYHRkP&*!1F)Jifa74)L3e)>7MTT+Bul0r@6(W$hJ8%bQ}i*iaGLOUK{IT;p3t{9Q! zsH_n1u(Ua_&PTn4=*7*_<7K4CMlC0)9yHaBDW4H5FPxC;6=!ibb|y?PJd|~R#GKB- z0Q*zUlkorvtyBv2MkOMN2_J@f73k6Hl?~+%-{!HCW&L19`TL@cGU{bXBN1M{OuVKhPP;4oZB*c~ z>WB8i2QT4$@I6rHXK!3KkjZD#|1czz6Q$Wo+*jHSuwuUTLj1`hQWCn3vShI-65`-# zwnYB1_ki^G>u9Ak!v?e4k03RiZEmDQRsmr&8~vX@xR`K5S}$U^ z*sn62Aofw`4d;)^mt8`B?zrysg4azK1{aL8F6 z8D-L%Pka}nAnJoG>4WCk#4wP?Yefy4GYI0`<)Aoc`#{o$d1UvnYya|q+b(8QDbTGG z;|ghKJ_jyi(zwDup_K9^lJv(G=*){jIO*!zH8ug%7)&B zjb?aaaz!zG$>_ly0$5RY1xhg4mRuut%jvZXhq&$s zf5^uaGOhD0;EF6%FlMR7^?@_|{;cix1uMbj8_v?~ zE-*3nc%*%x0WABGT|GTcyTWgk+mF z8!vQycZZt{9X79b4@=kHSblakIG!hhH?(zg+ZT6l5;m+md0ge}n0#m6#FE`snDDoP zJ`2CD4QijUl3bHhs?g%#;>SisiNpI~?}c0|Ar~THyb-+iE+H<@uJQ0~X@=Ob8vPcK zW7zTflck@{rU@t{88#9TT&B3AdvYUvGZng~-fqM;Z#0d@3(>OS+bI7@=RMug}2enJ)eo zPB%jG-s;^4P`=LHQ&jT1r&Efpj*gtYMfVm>N-l)l49K*=UMr{ZDwvDpHzxm%DRU#i(dpl2DUS;2aOB_Ge^eKa~3w{#N84JeA_3@L);-1cniM zET9IoVcA8#nA3Y?L{7P*5)iynbTl~?lX`i))-E{dUUG?%{L}j4@l-S!A-9?i?3n_A z+;Ld+1L8yNC~}0WjUF=@gJf1)G37e8U+a7cCYMXW@r=s@=8HiA5t4vagoWw#<13uh zyk`~J{X@KbMCYiJWEhu$)|$~QOb5%%AyFA5y@_Rbq6%}ncB7U1*#H_Y$FqRVeTK<{ zUvshU_XXv!wL7X(oHV@KK64#&dYs#@{(j=R9`;!(%pJK`Z26BM=ZSJ87B{w89F}Os z5PH8el07E-s7iEHtH{Mg-Xhz@Wjm8x9Zoj~5*M{Q(Ryk%3`zaVR zusdYhW2u zABd!H)O z();UPpo!J$q0>N727D?-;v$vjg(dJVzN_&-ZB)51K~e`fC#-gzS&%V*7l8|1WR&&B z${>6#j1nso!?ow$i@!0%<47zWVn26ZLqF#8$h@oVCc*2lpt<}2lbyJ((=aBFp=MzC zBl}7tFKBLVjd@gcqn!!Oi#X~+aIbTfkL}_tVUKT5^+wfU zt&!(ll3^QZQS5Jx;7nTIBmKyO-xs-;C%gjJyeGvhc>NF*XOo{hzf6b18s|%ve^J5| zMQ%9QWYUWNZ0*qRF^mofk4v2GgR{dX`zi(<7H@3OPlMyw7TGg9^d9N9Ob2SwqrC|6 z-N2%HD-;!1LYI~*W?1*-_WDhG&cTt8U*YOYt>XBGf$7Zd;R1>0xM}ELZp1yP&K&SAg@6+I7|pf z5Kj$q2Y(@!9m;oUx!LI-J0lR*+$~pK+w7XN^|M}5=#Q*($4zI>CgyMNR#MsX^VU=6 zWoStgjwwft4ifmltNim)9_^w2TM$XFDQr$pU{{5BsRWpBhpgpZFZohZY+689`z#RM z)h@rR{YtzoG@9+~8L_{0iDaZ`({+Y1O=b1-zB}`Sh>8IxvNA>rV9xD>A3t~k_l&|q zQeplmur5^EY78s`p)4d6EET)-0M;2b+=Aqw${?AuHBKGlwW8oN5aBIu)}PnohB>yb zdK{Kj7bd!H!ZU-Lzc{fA49lK>r z++-w;Nq^4f@P7v}Ip%9t96h{ulsB?eA{Z*eD2*?TUk`>ciTRRUu3tymLdZe)9dLceAW{izOD{=q>|GrHs$qL>LW3*4XjWUDlveU58+I36X$+y zy}41$Oq}h7<9VRT)_>;gdBhvW!94I9NrV|bw+Y?B6}yX8{$kD~d$f+Wjr%gnQ=}A$ zRoU&PpOQH9Ehex?EX1J;DKO8`oz{73cQlM9J1BATbBNY+I~`)VF2i(;kvyeFjCg_j zoBp)C9hWpdO65TM*{{zYxBzQ=Ub8%&dXWhulF{<*=N{*X9XOAdw&=&Vzb{RwaWZ7~ zBfj*t)Sw^pcjf()&qlsET>tll3~YC)Z-|!nJ2aVTEWIcxJiURUVmSVh)X9t(OyPiQ4+0LAf&Ecu#CA*s&I8&5jCfz zn6xU6i|@v-yqV%!!QJiO-#Fsi6E55b(s5TD?&jlg!ZFqdFR6!=%kGa)afg&+u4BNP zBj;rh=$U+_36c`wrgZ09r%Lu|#FxB&2Yh=V^~`<{ zpLcQQ10!yA{QE-gUMLO)G^bp$JT*3GPmDm*7sZVx^Ga z?poZ7q%Xhs{&_Q*o5|eS%-o&bv*+&T>^YK*K^QiLGAs|F<41fFEQ(n^OV2FpFE6AS zXjunAtJwz+Jvn!X|KUEz_^@g-_lUL;v9%NSrVp#x81e3qsQaWD*@Gg5$SeN$2`60I z%~s!!aKnM}KbIGx#Q9?)D(TRSHFfrrgytYpAZ9)ClzaI!kQ4Qe+*7DE7HH zH!%^wCI}go5fhy-OrDtXyKJ}?PWTwyK}WWqVtNeuc;Z?nk$C8BoNiMgmw*__J_lhW zrnBm#6V&h5#su<1LOsfv55DWUQ~j}-k=nziEjeI+BR~0)itIc@`<%mh(CK{!Mn+fk z>q^UvJpE77!$K>T3Y)CIZt)A`2NR<0^vn;j*}^O=oM2ILHtdGVXpr;BlK-y5>6q!0 z_5X507}a(Bsc=O)c_tq&fO-d43(8Qt@y~g04>yCZS>VB}Z8*xjumv}MN_I$;*O9Oro#OEq0PXLxFmWOoLiRU=E#I?n zd4FiwZlExgUX&M#HR#*>8Ve^A!&ruUE#`u7Ep+&qzK@oZMngS{uI^YSMV^=<=-OK9 z_`Pmlowm9AE;u(-Y~)#lyr0nk53gJy#&0;xSK{jx9?P}Q+4RUW9|ljtn)vTHK2&rR z!=S~%C;B$X_K%nkcr|`e4V=*=KqxtNSyOSt1B|9@JFpsy#THu5>eQ|;0zJE{t2o{k) zCzHqAQ3#_iIV|z8P;5>1jYs^#@WOg%lU-UT`PN#!9F8IM75h_`#2aRXLamQ{oYM() z@lT|A#TmygKRE2YGrYN$IFC(LPN|7Bp?3?>HEU1`2>ZJW18K9&{2*i2!ieYt+`scf8~E*_P<7oi84VNx9Z;DvU!>@v_wtPJdI7H z7T(|AZ-53|JBT&P|H%j6B@+C^){PO>4oKb$WFA3=Qq_r#xVCVSm!HIqF_nRn* zv*sta|4-nIk5aOBX#9H-VP^F=5cRh)|GRws*o$QN_hO^%wu*TuG=)PgP4nDN8{N1T zmr~Uu{6cx5$faocgN%6;wS8UdIUPV>{Y1wFgSslmXez^^cE`+S1KkKG!@6i;?I|_u z;c(D$iAzK$tF(bMT@wDWD=Kab*O?_W<>Pd#uwI3qGR5!yvoGUp_-TTe=xs|b>6p%V z(xxfOt-LKQmGrRIr@LoVI;NaXqaOvUB8LKvzC-zE?XqvvMuNLha_R?+s^}%rF*~JE zS`66~9_DcA2^Op@`eSRmME;(kQG_ocdvX<#2qSw|`z$`9nS*w~IeRgBff0zHD?$6? z(S=#cwRhOZeWBfGbE;f`#S@NGbrMq2+`pu9tP0D>&hMef?Nx1(#?!^W7g{%#sB^7bAyVPbJf~9kuzxSqz;Mg= zfvA3N|My}?>cJJ+@$W@2c#;-%oN!wT2_;3@)PSz%p9ucF*vtR-q7M&wEs}pvH+UUg z3Hszet`irlU!au8Mx{IQ2fOLnvmbnwVm;9^0P@@ z&m}qvP0+CeNggp{f;IK{GgV!#*x%>umz)+hV+5>Nf0^kVT1>{Jta;3uIBE7ZEyWrXbW{+7T(=cLkCblv9>) zqP4el5KOzNg$~g*Ry(C9flTpA*1dZ&P2cC_i)Su#YOQ8TNKh0C@cq{^YLH7kpoV`d z?JdJ!OVqDnRC2o1Gbea}_7}mNR1`z8XI%Va{NEzv0E*<%B`7Gq2NKME{4uZa+(*0G zPy38vG`}d-$cheetzFmyEsbGlQF2{bohi|TORKikE2h~#=`ihe<-lLlQ-w#6}=JiM-|1b)lj#SkxLL6zQ z@@*@kPf6>U7bf`xm7?cFh^qPclyAfKl5WS0Wu47YiS(C}5P#HV6N_qLsCamf@DT`SA@oMTX>5tdvj=iVIp+mm=h>7Q6zgr1n=@kk@tz#(Zx;&3wY-rylK9;^ z%v!JUv`vD;nmXDHW&C|@Z83Bxbw8dcW8GSaKN6j|%|J~~!m%jUoNdV~pRt%EahhFx z1&JwRZKHUAD<*!(p&$7}0q6@uuil1UmZt;CN)=#vx-xZ79* z?{Vx5Wls1?_9f`KjF?CXw?ymk!fbZX)23wkP5)Z3E0Bb#B(eIgjG0u4VX33NYOy24QK5>D*h zL--&wzZ#vYrEvGeMWbXFEk|AH!Rj~f^?-@b0~`#=P574mI`F7@`v1YEa>8Q zX=bPAR6H*juB+AhBcPW-=U(1l`!=Nn>#svXQ@b}s+S<@?Vv0T3Ab=#NTAGu?#CcFl z<$aqqhhJv|frk+in3|lvD5*)(2_vaw!QF#L6mq;)?G_j9j^=8Qc;W<_?e6FgTjmZ{ zXB8TopZ!-Ss>_)#fe?#gD;cs={_yX`RCR3@y%!OFn}`^*aBFN&nZAzB7T62$hb^%tnFt1}Suvg|Ampm* zL)7;54ww|k0w`KLR+QpQfrW$p_R2J9K4e+4wX}FL&OU<*+>?~ws#a?mO{|C)kgIYld?z- z{o0i!QB*BHcYevLfnGie9J!Gy)En(QSL&~^Ym$r$*)`J$(P`%*zNP#c9-(%APOk~R zl}y2CbiJoX?ejgjn;vMfq*xW1o3wR`!XR`zCcj9_`7O;a#Z;D^2O(Hh$h<93vf=Y)|G@Tuw@mCO>I5~nWA zmQNq{NdBOKpr`^xkVd}9xOtt%z4NnFJ()@zf*ZHGF2mOEW4F1P=n5{c-(xlM0w_7M z`$u8IcM8hg0*Lq<^eec@>XL{UD&Fng>@l{Y4V88%Yt=Q30gNCrnSvi1lxCA6!=h2T z76*H&kbvaAp8{mrMFhTNFkY=TCe=DASXxx#Gg;p zX9!p!hR^^SFOSIh)A1D$sYtKE?IkPK4hYd-#mUB?aefO#l=DM?*$?< z-Q-@3ioiaQ$+yNoZ1v$))!tbkp=P3k^Anr7!O6PHm!jd|Srh$61TxL5BCoek-2N7e z@H0xX3emC_)Vjy$7wwXIN1H_1YBZ~?qiXN693;JJyFH3AQ<49vzVW-D`CN&CZQYI> z^_ZWql?E#QX%R9AID5pDXrjB%PG>GLWMj(TY>ov8+`c;MkjYYL_qTTl?0IV&u`yjn z@+QZ_{|kP$&wWUX2MEJ);JS_)YLJ`FWBNmhQyD{t<0Tr4HS@3#=+hk&(YLSyHY>Sg z1EaGidO%w91^#;cPh_n8l79F4CLshpm(s*ZYOd~F*Iaw?U3Wbgv@snv5g^a=KQJ0v zKf7n*nIAMRM>l_# zw%DzT19q!K)rJVOwR7vFfpkdll55sQc+_+IJ+jJr_6(inpi_S5r7omL_Xf3NE)n|AG zl7g?U`G7If9+_Yc)nM8~Fh(wDqx$9oFCJXuG+qy-sLsLh_o+GXU7=zF~V{Oe?=V+TE{PtJw?+Z5}>+ zFzkE=Co*2rx*lAgHb)u^$vp`D*;u<^Re^YT(?hvkt$j~}NW^`QxIWC^``6$0mj2D0 z9o3IwA*pPw!cpK4w!1GkEU_|Zj&d9ld>*nNmP)7_r|JsPgqv!XCp<|MR%1w4B@<8B zV1G(ev~RYgMr&(thZNpnwXmtZD%|?_VqxwC68G>h)ELkL1ejW;_yus9E&E0T>rBd9 zTNQl31x@*$i+pl=6J=F|jgeav_O*u&fWHM%5^PY2YDuQeTtg9Q{vX1MB^8|Q8*qtP zd@7HwLn7oaGF9yk$FPy(FyP+{)hkzTjyEdS)bUbaG%+DrUGqCjeK!Z7abgB8u-0NVZ@>QRn3p;dYgiC`yqned^ihQQ2v|U)N4DnJ>LX} zOy~T`ropAF}Zp9|Wz}VNXQCt`CH17C4}=k!+BK z^F)_Rp9Qw#tb)rWp;8rzVhuOfDWtmLn8Pd)>LiI#CRJc<*h1>tG&F(GdyrYLACkPh z=l#}n{wRY=UWhYpZvKFC@Ksn$ko0Rc8qVq~E&bc|zH$2tW7dlk?zVCz7NY=)%AKH6 zi-nqX<@AQdSUoy+{Jbq)9+dcx6qPtqz~WDxbt)%cKPw3?>1ek6KGWYJ2`+*(u(vT` z{Tyia$pvi&*xZNPZzB_uIFcWcq~eDKj_uEuRYA>)E-~{zO~>z^c;spEPf*=nB}Iw8 z-_Zdf>iUDEfCvO7q-N)uY&u%^zPZaMqWUZq4BD%MuMYB@GZwd%1QHz^_-|~}+x-XY z6P+EpbP>=(1e@?IPy@!ddT`Rx;vcvSxFPqdwWef9#0_nz`a9nvtvW%J60!f*v@>5F z=4^csUsm`|XZWjPK7*5RhLz<-S;gSCLNEf16%imf?fB5c+ zgFp`%&naaD@HV-9Yh!cuOl{!R(E^m2;L?_oB)c=2>@&{oAyVJ=7PK5KLJ6lW=`;osP_;v}?G1fHLs}i&WH^JWFP=*&!dJy$qlSm# zb@bf|6VGOo3+29oh)u=4Ze#YkV)&{MPl!c(kF?t_-&0{E z5ieKK42#K|fJaPOso?g2Mcnx)k1M%+N+9XHpUBC5=-S$5rJobmOOYztkog4p^AEU9 zXO^?aY#gl{C=wzicVX>#aY|Z~i!m1>H!C|HF-*%4aXZSR55j))YX5dH3%{5T>lM(Y+aivi2|K z__-)|W%IRIsLVqzn&IwwZ?liJ)*T3cPofE2ayJC-V~gY1lJ&|LOQ>4Ez|rC~=v&^q z1BdER84Rl4{(DiaymsgivBJYeR=yYr4%I%o!$CLB>g_Y=7f`fLhJt}YRq2SBxqxd6 zQGJe$-JQU7#I&USy};6H9r%Gl-k|1*u!V2xA@CtYvtF&Y&}*yqV=X>rYLE|Rp@4K# z%wlL{c)fRKH%l8TqpmX6#g1(mqzU`$h|5Hot_U=KS&*sG5|29mcRxrnZ}pY8ML``N zY3YNJrnOA_>Z?e*sXiIw=T`jVES1cpV4j3%5q75AJILBr<$u%W-PY+inr-{2!jxzp zYDCx@8m9FvPF^#ojxrkOamYk28vop2BLT~wSnAUOamU0)YFltkDynj|oTHQyZ7qPU zISw)@!%tj!P&v%pyY|5GG6biDFQ~9TAz+oa#U0TXS*aRIrAo>zUQv^5!OU?Q)vk5hzd=K)O=*vR)i5!4s zLW};u-b0$0_FKxTY&YXFUYLbeMtr@_=8_SnR}cMf`t!bi20au#aimX_KT+5ke61NHg5$tSw8NYv~muUi8k{`l0=_g zkDf$Od_O0^H6MLB-t7-G^^*$-?<)o|QA#1t@p-@-$yZP@tI`37iWMem0p-`SmCXU=VCTR)o{$a~} zdaYZFiw%{KOHPWR(}5N{CU*m&MFbI0CgOskQrl{KlLTAV1U0O3`gPXc^3c~Ft8gF| zafei||GfaFL)i0njw zQkr$p;uF#BEo^l{s_#$jCVS^C?)+N}r3r7@1`5QzlXT}|TY&u%?&mzC2;Re#N;fZ#e}t#ArX!$tSQ^4)gv6(u-$}u~hB&iAZq?*u}U* zI2d1~G}$@*W|>W}5{u`mE0Cs7D0|=!K6;dv%YVt*ooOOXY9;y`g`!Q>Xwh3LjydmM zeywY9Z=mQ<&J`he%|}F_RK98w_*$4d3d%`J9%zvPgG2@X;f$07UNG=Avo#yVC)53B z-?W(dz|Qbd*R=2n5PUl;k`ZeyyI4%Z@FkT(5cEsc41Kioqx{T5p)96SrO7Xy&uIP; zUxf$0saeMh-5L@T>zTh_tt{8??pG*ro|K>X$}B=6q#BMp+~A~~>fs@1X~}IK{b7r# zIW3&Gtymwkoy_uCMwf>Mf$4p{7JIHdbIO1?d7_A7u!T zMeGQG&YaOADwR?Dz$;ll8=mNl{jvJwux>^_DIWVH<<-{d(C3Ptm|2{jyAQF%K{7gL zYf+x7Yh((z-ro;CxhalM)QZdIJlQ@_n7WoSA|Sl=`kSBVlve|R(o;5OR80Jbj&`95>+>h zg|lFtxVn#MnPus4t@X;c81E(rP{6w2@dxqRsmG%UWgRs|ymM}5B;5Ejo7=o(vU;Db z1^5MRc}oZIjW67FWyq7>X&fsd0lO&_sGW@9M!6hWC1BDvau?l;b9CS{g7r zJ#6hxWQBdEmcSlb-s2}|-;!J{J8_M+`MbGnqD82f+KA#ATE$SYOawbjuBaxaJH*DA z@egfOAoQJB0H~-+>!{>h2_3&%hHaw<@S|2l@-JC+BCCsX)KTvRu0@v=dbAN3UWy%+ zEvH2P_mrvX38+P&Rl3IIxN&lI-MyexqO}rHJ`pG++w8v@`)L=yeDe1(#7bmA4VO~` z*sq;V;Y6wAQ7$=>cO<>kyxG3PRv6FI_vex#wX;W~Xr6iAQV@F)L5WzqSFKhFU9`Wl zzsH=|Dry?ozvmQ&tixGz=I!p_f1>5p1Y!vv=&3ElSdm$UhCjT7-;49U2?fNrx`TXa zG1iI!aU+JufU?AD9wC*2v0p*bwy|_{9LNq*NV%1Y~Xie_epN#dTPv74$75A zQ69MYxRRK>hEu^4a}mq3>ZH7KpTF?Ar=ftAFyso_)4;ZhnGqy%J~@hVl6fDqf_X22=-}bDhL+t7l84 zPjD$LHj`KKbCsRGx`4k;S!F~A+m=er?3yJ(c$$J(*Heri{azB+w3z?8Zv)G#iQh;9 z?mMJZNL;>>I6<}i_OK`u?9NtZdikGYtma2tRHBn^0Nx=({ZnhFeSK^SqQ|;-TTS6{ z7lHjARmj)%914&~`T#s7t9@@0qgOrKo~_GkTA}!!L*SQsWWx)>>?W`~_Y)O8N@z1l zyj#NppSlZ(ujF8g@bYY`+Vt+Noqi=h>(2t)M^1g%JGx@~GAlI&I9EeyA|pYcR!ZZ` z-BvT9B_{Blcl7~g77)H4q(-M$*9oX48g?wJ{FXj|7(>#Q(jhXaq#$Q)XzOn3}^ z3Q8Of6UIQj;u#S)#D-Mtw?)OQQ)1+Mo)Q{;8V8b>Zk-rz)P!a78%E_-v0%V|BD61t z!vZ+f6ckyE2+k=!8>>lfRV?^36s*0i7K?Kr@Jnuq)Ppaqlnn1sQQRFxPuiY~)nOHx zErhAIlPn5aC$CAo^1Ka&uCWhW3$3f=CiOSPbneM0vO^9A;7R`_J> zJ&}(5*^XAt$oI(j{y|hZO1AQk~%)e4T?&`^C>UAEg*k%B=DXmjE3P@YWI|)Neo+t z%zL2P4>MWRP{9`16?GeKvmvGZbIG6HDdv;1ALu~3X;ZzQ`3p^`;wn>U^lWo;9IrDx zHIu0Pl(B|fAUByvO&%BsUu|5`D`dQ_K4&?7=$YcCMZw5tb)ra*@oHJK=SP=ZpBCY4Nr*GOJ4d zd*~OAD$K9tQx8l^J+8~R*GS#*m$f*-k53XroNf0$bdbR+?Rycz?rw-0VGCnYvFC+1 zb#_reAc-3%g!?cFpRwYz1d$tbWIVJHdgM=5lEs+f(}JyCrSRod|6Oc%7^lzgyg44b zjKgv6aT@`&iyeU2tNN_ht-sjRbwCW|Ms>RS;(|pwxHrETIQ=NzR%~Va`Q-g*K3#-! zscbqE??$hPq+mJBEKZD<1d;zp#rjcKvMvQ5qG#VnRVUx1CR>8=;bvA}#fOyY;o30A zKn?`=!FS81_Jjxq`peUbrK<;1xh=iGBAH3B3Y1%r%N#}VR)lb_fl51wNJ*aWd4ehf zIACH<$VFCgdte%R@)=3g*MS+LRby%{zi-WNyw5(kHE}M#o*KKsdaZ3tV0pQMEi(~W z8*cX7cwr^n;ERe9+8l8{_m1&ysN0QI^Mc{=3S`L+XKpV-(1g1mbvVfcGCizXV`@H2 zF2JdN%B9x7y*dVm3@MR5_cxNsrBC$sEwy(qv~O18&XYgt3$1h{TE?jc&{?>%87bGK zm!xk7du&gBKod?CHbFsS(WuajvsMFRxl#GLYzF{U&i#vEt#W7ALlS&FG*3x7+uGDC zR-+`Gjhl3)g3)5xR61=rE{M^FM+_}(e zY%6*=kvZlmMoCyJf$bNS_&0`tQ@yZN_7x8XK82BC{?D4KL%<0~6rIj5ftyGYr=45J z5V|(W4eI@S!DdPq|IlWo+r=(3d2l)!KE~bgpL6< z+`$Z2*xT(fKK&{CE5O@ui#3Nl>WR3&OJ^>G8rUaX?X6=Ul1$L`vs<{Uw^kUl+|;&( zGmb8pj{b7`+{vZbz(xDH&$yMAUF?FN0Zx@KMlOz^1Pgjt)OmgOo=DT@k zulkLU^xi$ZG_@l+Fk-k}{xkr=*OSuh<;c&qiKgt~I>8T&dN> zc_eLjRHuLXicfci;|lb1qYhz1hRE=$P|&A`+5{R8%%W$85*?>9T!co-L%3GNBs}_U3G}wteos)KEe)dSlIS z(8`zbS{t5SV9q=SQrfR+SVzo?baBP`TDN&U{`c=i3fsNR!By?qz?3cS)}rqTx?2Df z`RxMVZwmYsZxhpwU)@ZM)AencL$eoU1v)T zJMZVbUv`u-y-+KEH1g`73V!hm0$)ry(_}O=*L}E{%^GrAm+ysz&;v>eg8G7h~_I{bM%Oszc-RGt-)NYCv^ST%4*cN!!HA&x2` zdnTSJ1phgIX9j?%px(&gy{Jv_&8W_z*5N@85V!={x63E1ain0oq#KYVZ_(G38^?U7i^@J%26z^N8u;X3`!17U{30c@yy^A+M zcA3@KYSFMr6Y5qgF|2_hm}I->%&9Z%z@F}QVHmffSc}O=y?0@nKnNvNGVG7c*HVX^ z!dSw}aN6v2AeBMk19aTpZreaw3fiQ51JNa3HJp$NH?W+@_Z95rUFOt8|*Pj_MgS-qGMuC*`|FN`Y8*a{#)Ebc%9tgX~^Q?xhj~h#;RYP zQILdwc}?=+Z&K6m16#~4g@N{ykafcAGRUF<`sn)$=UNkHwn7Jg^nJ7)txJHQaW_>QqRW*^~J3Lv_&Y1tw)J!yjt!&5f z9auC`KU>@}9H6xMw!&LkEaAblWV2qwRL^@cZbAn}2SO$#cAJKAPo&0K;UA8BjjBVuzk%F5s43Zh@p00% zT3>P<`@e(a@okbYqhfi~G?R)Bj(@xG!0uObabEB%ldhgC8bqz^HBuMvUZ+$DxHT2W zEa`KO+8(~3Zf|8G_wU~mmHwoG%}0^3;GLG(WhLbEs#VDI6XJ=nQEkHfb!ftZ6Z?MS zU%E<0ai5_?s}FVE*D?Z6ZVAn$N*1zA=7H6~bXXxl^N%C82b!R|$!iJ4A-hr|%Xrt}&yUAN? zstL|A$PK6Zwq^?CSQ70?uYesYR z89|;--}p!i62xyR@wPP4?+!-iwzX?R&W5-7fpIa;0h)$BSa2QKs>Pdy&+wnc%E9&5 z#t$%(NjHr9v>(}V%G-*P?KQ9J$?AbQ!W-0KAVxk zyXyxKGU7(?p#2e<-*=?NjY}=gBJ9o81VT)q;_9kWb zM*HS7Gl&4Kw*J3_$jlxzB%Ys_yT;*=MF7{t+MgU7!~j49o&HlTunDW+E~lFP*2$owXmJVZ;0IZ2iq(2c)0MlQDhHvXPg z?^(%5>5mUD*@?L@W#MrPyFLZ4@zDd_!OjQMs)13^C)U;gjlUEzzsoC@Jcn)5%A2yi!1D>?7*>-yGR?6=?Qich-zu@F%`T<`47r78Pu=Ek|VLU+2T(R$(w zS-)s26kZ$`mn!kgF*}<)G3Sdn0@J>oT)L)PtfrqzNPL?S2l+N9Sw;oE*DtZogZxf9 z=L5>n4d}#QFxEB*NygtNE`ShUO$DW!85hJr+=?NwwTZJ-&4}@KIGXu%!Fl;Q=5Vyl z3NnSG@zW}ri|7r|ZJre}FElHE{fq|oo`f4@syeKrd#_|KAZscmqb!AsIRtakWoiZx z6DyH2JK+XajC+c2AF!>}~2<{|mqGedhl>+TViy;-Tg&7+eFbr=8k ztzLpX_T<-iE3m#{1Ko@6HS=~yHx6}e3ern)e;RBOsl8OrJ}+kfoaPD58h*5z3nzUN z_GX@vn<%32J@}yZ-|vmP^?(v>j%ogbqiCY)SkmTe*J4zF86)&TrarGVJwN}QibTy2 zDkGu*1zWNTf%NSytd2CCbHnNb3fR<lDL|qA0%qE zR-HKoqtD`bU8S-Ayykphi1IY3iS;%q?g+qh8krpF4Zs>RjlvZApA2Ou?K|{34oW zHXGOad(&G+nCo>SSxZz8+(WTDU0=h<3Dl3w=-`I*wb8B@HRJ8~4=tV)$sba`S8TKn zn{U6t;x~|g=0d&u5=L*-{pAS4J~ij@<|)!fPSA!s-Shgo;LQ-m382M&MN4_D0A@VT zeYHumQ?aA3U2mRlUn&T8{{~g(0z=Y^{+;;6ovLQP%|kT0OWCYQYkYuS9}0CPN8L z5*S(gz^si%!jY~H@GX7bKZqz`j@s*Ogfjme$lOw&~Yvofkv)~6|hivhkDAH+?E=A<|4NyPG6MdEAQ@u+lh zvKNU?Zb@MiY90~plXwWK~vF;h0l-w+oprR#qCK_Vd;#-Z3XDQ+^Nqj0?up8;p_)!{1&k@GFx(fU;P3eej$nAkE@lC8H;a||J} zP)U;mkR*0@w8>9-tyisgqPgB47jX*>(@d)Nz8v4#?RnX|TCef)dUch*>T!H?vP?w* zLRoWahJ03o9Bo%>__llr);^h4{_8On$viU{VaUDJ*8BWwjp<$1oj10TpiBXQf_dw; zETG#N=5n`TMj6fmxEGM5Ex7DOZ+0Q5l8#tmtNrZBSYAe=@r1R$wYeZ58SC+*VQEMz zN*xCYgX2*tPw02hVm*~s3s{@d2uq{IkkGGP&qgtE%=MRGvR+u%h?G_uced8Ue?$<{ zVth3ErGMdonXIAqy=SUn*H|Fjq$oC1tEQ@6E!f-pS|u(6Oi&PFW?PTaEs9KRii;a- z4Y@gx$0_(bV6xd<%LIkDW416V$UO~fkaSm7>6yWCh|J`LhNlvf}vJ*|7v zuf6l7{agJ#o~qP@PsR;=W~Sz$4m1r1zYJAP?Er;CZN5as7lATy;vzAUWLT+j9SV4v zCPW)UBDXZU0m}Q?wwq(W0KPTXbj~X|w|swF@Pt488Ff`B)a5wN?i3OwzXMa^C&lR6 za8t%;I*9N{J8o&Ec(4(YHWgQ-yXEbF*UUDRy4J(vLgQoxYA1l6|2um-AF02YiD?*F zYDO!EpjtRS)VR-A8T_TP?$d6Yy|Q>*bsH0cEcfmII)=f0_xSmvkA!RSJqam%iLBc} z1iG3=)l|lS%`<+`6~m<5o=TLb;t?In#~$uI(wtX2?OwLDRdgYqhv~SBn_b9Rv-SP6 z$s*OSi5{@@fLekhN&%QT?2kLdp!5SB=cwaW!EZytxFjU&O zIJlzD`a`u$?ny%t{B6W=>8Qqs2Q_ahd_>8jkszgmQ6g^JgSQXMEn z_$Sb>OE_D=h0Tye)5*U?t|PNVH}a6yWIK+tKhgr?b7%c!gNhExY{yF!t06-hIxo~O zr(c&-p_gF^yb)f9PeO(S*(;;Q&lxdsS7k1ElPMD6Iv^H$oQJM;;GbT`-au|v)UV! zU&Nbag#6Dvv6>xk9!gSjUf5vKU%7Yt%n`#V?=}J8{I^Gi{<65v2(=8Ce#Ekrd=OxX z{jRj<^xUE4^Y=Dh>G{rfH1mz6wsL1Kss|@Qv4k!xe+5iacEXLeOmxQfmh7j_75;y{ysf{9#BKwuv zMgg-IVnbwA5Q>`>Fir(Ix8#peNPp~Ue1c6d@k-q?wB5e-np|;((MVbOmo+|kTLk^e z2%)2N<o!g9`XI0pN7m0T`M6}y?j?6PPvTKxpQ1z;EN zoFI!Wgn2luHEU+3^Us)!n_A~Cs-xUgs$ZXEEw8reFDEA5NcvPhILqVea7aW<`vj6b z(DzMawz*^DWw9NwAPQ>%R+CoRd<8wH60!5)#T@p&;`Q?)VLw%^>Sdg?)pCjc(7R=9 zeLT17%=ngqKJFnHHkuJTU5zu;fmiKm=YkUznqyV=WW;kR_^5O4h)l2ga|64|5V#0p6*QA?D8QL8};Ca&Zhhy8I}p#sym}MOs!g( z5A4JkqJM_hBrj?Ea{X|q$b$de^>(3K@M}(-Y$F9KDIP^1RNRHFTiwhIWq3KFtoNZ% zdAr0mly?nBp^V;wqWZhYr-N`CNiItnpFuFj=iG>eu=ZX<%|_Z!zMuWyJVrzrbxO~E zo|7)&yfI4Y{GbVQw6rscGkN*P-_E{{h=0IcpQe-&#v>mWp?`-md%VLOPi?g@s{Z&R zZDs1hoi_bSX|hftEIWe3&JV;|olZEooR4(Ug*I9^@jT#^B_KoH6I_^Xe-#a*>w>`fb6E#ZP;FW3L7 zgy(ssCAOvsw)P`CdW#xA+}HXGlj~Z!KIC^*jV`Okv%;S`@8WCPD{IkOf~UI8XcZik zu@h;m*5HEJaUzOns!=T^54dH|3V`8`DOqw(=GT15=4vuuUiNTp%2w0LB*je-a{A4c z-(!(dng~2@U$cBKiW`JdrI672z{$<-8X|0@EZC1F(b}8~T)i)ovFWWgUuO;!ds_ag zC3@U4JDE)sI9>~&0TELHI+$Craky7sqbl5Oz9Qu&`Eu!j6GUZ52vQlLL`16qRI+GB z9E_fi-O=VFnsLO1daAo*jz;iA$*HwzuuaY?F-77Jrk62))h|pQG`USFz)dERneu;%))QLPbaswx8v@saX&vw-Xe5dIhcmm z?XS%MCF_H=@vm}TcjHywMwd%MYl`acs8OfE2@kaj{Cr}i_F@Jf0rP^LR&!Eo%nXG< zPhXE<6A`9Bs@A;@DQuJ8jheql7P@0Y-GC~_DI*caKn`fcRLx^r$lB>PsTAGfV#m*o z8hq0hsKoNr@#RG7stZN@PziRDF+lzIk6c==@=Z4qiSV`yk`alE$xldk(t*-&apiFu z6L~+Mm^~bL)lE~^TW}?d?z+ocGF!W3c)_LL&-&*BA zg>wG@T}CH{Vm}0GRsWEL!M8hBgmLyQI5wYw0#mJu6q(INv1Ee}uND8j7(CV;RXRj# zwZxnZEdYo`yY`hl&HPMXY=)T(U2Q_LYtF32f+!Pa?`Tx8DtCQnde|AWn;y8P!$aQ+ zVa;v6ym7(X^AG<{de?$C*1;#WIfq6!JuZ{t(;7$fa-ZNR5|4ObT%_x|!PC>-WU(s} zVav_+#4K)|ML_RK#B&gRu#&Rxz*0fZ{P0m~PtW3#UJ1!koM2niB(=K>bsaUSM^++E z+4ftP(IaulLPm|vViymwNQYidx}Ox5aNNYYUAematnzTA5hsZgK&V=@afm*=*E#Dn zmQ5Qz7V*=2Ahs?Xcp@rmSP|w~Oq)mRYX$Mb?cNmC^IwMQy;$`RjT?B9 z%xY~_{neH>PD}B_&&c@F-`qGyrY;MrYlfHa9SLizG~KSZ{zH?@XQ%>%zyZP6PMDvs zbDJ``F=G%ri55N&@`65kv*kNPEQQGLL7Y>xms3dRxVlNidPLb}A%eztHX?2U2r;L9 zX+0{SSR=l+#A47^zj#W(G9-CiU}J2Uq?72g=b1ct@$}9}mF)*8ApdHj2cp)=_jAa= z>5R#*yOA>9yTI2TTemrD1aYM4at?>Xzdo9_z?3;D;qrg_3}@SbVozu#gRuTS{vEwv zt$Z9#Az7V5)YyeT)I2TyV!D#@p9vo5ar9IcynFX9s_!u3cW;cJ^D_RuNQOg({P-sb^` zL+XaA^F}--^4KXxA1JfJ)HhdlZ23k$()Kl57}j#AcD{ylFI_O{Uk$O5N2W)#IZ1SK zB@C1iH$B2qVaF&{{W3JopSg^6WekuuR9OHZ9}=el%g!GkVL-6wBqoM4&Im%VJE|Ed2HJU zsW-=C987~jrHsv?3U(rhOpZQi9l8DtR@QIYI^#D#oUt(%R|laUz`7?<$i6T7c+c2k z=!Mb0;VSTf^^T1Q%G-!M5^Y!Xl^Svx0;zJuHwajMb{#t-^hf3;HK{grN8U)UpQ5+J zbA-fqbbWYPmYiCTrsXTiyUI3rS{~MaMUG0%=?nNMID9=Fy&c^wT-G|W&V9k{BGTuj zSbFCZWs0^zd`7mWGuwxzuYs$&ZVd;NIV(A|~=&kn_{W~KV>}x?} z&wDQBw+XCd%VC4qhNATY-EPF{e?%czjEl)7F;}A(FhL}XSGjazq>P%QBcyeCIT!IH zl0K_1{(!AROS!>co9Q1&Blw#q=3e}h^mdK&&qa5ET7>NIT<|P$YC(VT%E~)k*laj> zA4c@-`zT!OWdQabg~ENCWqjItU*u?QQldrZW+hw883>yH003x~!8?jddx+BQXnHqp zz)+h}sNN}Q=c#{U)yjP~4{cqK<1jLtWJrmrH7BBCbS9%>!(5Q^%oFJl*(6!3Z~B3} zC!~q=OrPSuHA7um=&eFqX6VA?SGh zp-_g{U0TGYC~ZSRdoJ*OD5wJm$hZnBd!_=Qv(Y;`4l4T??=?nTOQai3GhYfHSfg`! zV}6qMIp%ao@h5J4DlhM9GnpGZJ6j@WKN}m!t_sUa2v%lP*4H?)D5bQ@RB~cd<`TL7 zPngEBLA7F0c^T8h-H;1~Z=n$?vJ_&8Nn~5x;|nZ3-e{R6wyy7SMvAF)B|~9xfQ>;t zs{~r3FQ}7V#(|RcTG1=Ty^7r5Lb!P&W%q0uH#(o-girB3C2*SDRBZGTL(`!)9+QTg zCPD3nP~DBIi0?k%iQn_UYjvVzs=8q^%_q^~B~Lb<#_o9p=%wH}?1jYt00!6heiB*j znKzav8hHH;G9eL^Vm94&Z_&doU6bgoP2ll-EBG<;rIdUUZ7NmXZaADs46%)>Z9R!V zB@#4{*pYPN2-)h17J5W;fbJF|Zc6r#{NdpvBa$STqhS~eLvrb0*Ynch+0zmJj+D0H zDHC^Q&qGqua=JSoFBSZ}T=pwIHx|A&v2FSmn#!|D6O@8}wY*NB0XRWVR>KU(swzDzT$YYA@7ChJ@{H5Wx`K^g=1p5d$eWjeDa0kNI4ZY24Pp zw8Ya?XoFBCU+PFrQ*P(m_;xwQyFkHs7>VbXEiQfH!O1#@wsn>rA;`rp>Z@+@YvR4Quy8LWfo*L zyq(6y%E2}4*edYX1J8A|7Te;1kHeCTqMVi(vhK)gJvmy&j!PL@IkEZ`R#P;1?L&7! z-Cf>=wv}&k9^I`IO6(kN9(orOQ97rXtmz_sC-|E5T~Ome(AvZudcz}YKjKLwVMMA# zin2cnbEBm7eHqe9iFg&?I;*Iyukc!To16>LbtTz0Xkk?b6n@$tEu&jwzie4$rlA6sgf_V$j&-(hm@v|*(#h37&^lJTz>L?I8X zvT8{`#EtZ0WRuo^iT;qS5XQ#nWBkA3NhCu26|2FAgAW3vcoV0TDo2fuY0+!IZ$pr- zI|`+pZ5wTNd=8I|sA=zQjn8vxgL;9zTf@^F?`537vFR)~3rSxKc`3@u3pCsXt`;Ha z{McK4!LPW+|$ri-%TSqMj@gWV>Is; zaH(eYEcbm4UN$n{3qqstZ}~Qx50pNqVztHSnO%=zHjGR(bar#LNZXGD)S8ILp+2%n zcktZ={{W==PgxTaC#3bC>66tyj4-+iHWRQ+n+EI?Cc!dC$AV}$Cj01z$AQ}Ou+@Hc zMAOBH@DoTIrz=LQaX_l`7ENaLEw<%>mfJ-)j^nE+B$q>TMlw|37Y(cGUdMfhNnnkr zye1cO-4jN$1nb}-7$bEikc>e@V*46NHhi+Q?6(Tsk-XRs;CiDCfv6KtA-bK$;r4$>ul5<@l8qZQ@92`IE`*D4 z)m4p?3Az+2*o7mM>?BTviIW7>A{}}ql_W%~9(HV=wy7jlRc+78B-L?=TE7ufzs`aeDE%x!|_q)pyuU8t%~!XUuNi%#^p^evEqs z8dA+Ih-KnbnJU{%FG#()v~)=!VYH#nr&OixKhdPzMc4U$husM#ZAlW5r4G15t^@-|JrM*fyJgJ8mbi;x7-_5CAF}}s^G(-ii5HccHokh#n=oPVw4Xf z1`n+_Cg6pTykv!=XqH2%R>PvxDH4!Mk7p!#@^XPTu`JDk@)~cXjgn7Ep(A9ClF28d zB$2VQNgEp*`ZhKvZ;`tD8~QamPu<4l^ActA6Niz$c@v;qc@wX##@lQYs1p{a>}nSl zjV*CwDvuj76W}fKTZEG3#M9WHyA1ap+!A7+_KD;zPSMS`t*Fj~rdPRaSDchVF}g~Y z?p3mhr@LJK9G%%kQ&^GO1!ZQKgjGom!DCxH3@Aj)U!ilj-X%CB4hl+?G{-q=$wHS= zTa0BAD>Qj%t7f**jfQq|)HP?j5s`VEc9l-@O5vJfN|y(F$yDhgqj60`SS=RqQKW?i zlC>R#6tk=dAjpKME2*NWS0piJbrnOk_k9~2mK7o{WRgiFl1U_qk~T>sjn$GeNywHq zIIToqpzZaRBbVaDQ7xt;hu|Oh!W(U|%&qp!WVn>CrW(|5Vq}x8(9LQP z?(jFNG%SYFNjw@tCRRK%juj6kNn~@aio9Xp{~sV-5K3DcvOGyGnUK}aaedi@(2C^ z{{YQH{{RUM_cR?EhkfiD?G@+RKlVhOzV<)#hk8z6iuchmH{8Z#WsImYLAA;}8I$N4 zLAEG6UWst@SSWfEqFuyMQh1JgNwY9TiIbE!TK>lSO2~X5tTzrvhZP!?dQg|dNnyb% zH0&Ls2UT6eL)96m=m-#hf+Mg{D@-gu@&iqp2zb|&Lt~5-ea;`9i=Lq5r=g9`f|mf@ zdoozr2KzhIv0&I;>V8` zF+4(rq_HJ)6T~*j5=kXnuuPf~2c<^F$s}4Wwj`5;gv!qzjfs=dc_5aztMg%Q%7HPd z*oJ14-o%dC8!daHdMCj*{=~XTDY=QZuO=x~R7*{>cI6F9_(E3b74!NLNOXZ%FW7*M z(I^r@Ak(wde}od9gDhl-!O>$k?etHgfw3}4o~)8d=+K*a(!LPxJ;9icD6NS^lToor zTcH$1RwUb1T^S=PB`HOMeG{RI4K+gNqC~`@%bE+)gek+MP=1U-+%F`NJ?b$gk+e{Y zO91uSpY$DmDw2cp{Gru$ZbT6%Y%!fNs`c*gorUC=t(8JGU(leRE&;V+1|1#E|Q;FBxJ@Uh^W z^n;O6DXz5=m?)!Sk`l2E@AVt$5E!FoYXM1+z~uI{DuHWHxhQFpCa6><+GtXk1(xPX z@dIS^a}%-JPoT%GV3utYJrYqBSE3q8RtLGMQbx49#^6knMfL~@`PF6OvDp)NqhW4< znyBJx;Ev+IG&j;x9SNl|2%09Ycczp2Ni8x`M6zV4l1BltG*l-Y2uGm^2r#;ATLWU% z28n|e>`tGu8zpo|l~Gi{+JURk+>@KO337tsw$p3&SlvX;c|IvR>>s}@-RHYaQHY%!bHT$w#Jm(twnWJ z)6ED$p?UvAW-JoXKSLpZI5_^q>C#4?oP4)_;j7q?7*u_V%^NpyaBkw^1AoLs1O!CHlq96UA0^|hJGX$yNXJY^13W?;tgIYD5(0bz z5^8dCY9@vzo}T#_|GO1jwSq`-utDGfObkX4m=pt(6yvH5#0_-wcL4n}V1O~Puy6c3 zB9IHvuO>kRm>3{12_^{$1U@hLXPMss2HwBL|2tUNe~0N`^4zotFSF>{dY8IEq%pw@ z(+ND-7p~WNn=A6bcc;zwUlsv~7{l*ZmqizuoS3rTuelRNS>(NfSzzY#{JWw2N5%h7 z(BVL(6u$pc%^c8-cw=?zHXHtjj6W(`(F7CL5PHAjZC%4kgV5qoD5SzxG@j6DOzPj1 zgs3ovWI;iYFvd_BNH{no3lhel1SA0UujCJk1eksYJeKR%@8l2RA1SWXZ|J%{3US%) zL!GX};f`O#cPGU(?ZvpQe~P#5HlkXObdX2Um@{I;ZoA@($WxMC@q?3{3<-}_y_5cI z;ysDaw+LW4s+z1PP>QjjNQ!OhkgKP?phyryPJ$eJ(xKQ10U%smF zxEb+>XmFJ0;Xq&Qp;5s+Y)q`_MPb{%?UW8`wpJbx9~45?niqoI7crDqSr8uQ2jBrC zi~(cv@#;?vlnA9*$PFm1;}T>j!m)dCm1TuOa>E!=G-t!q@qU&xBL>n^7)o04iCXaq zcsK}P{s^B1AS(Q|1!LgqGTkikK(CbWaNvvXlzQR#TJdBpmW-|4`k9af5GdY2kn9G; z5JM?Ti=r0+3CF*ViQ169TtXP*f>X!xB*+)8~0&xuy3zZaO9Vp9Y1A<>sO$_Z{klqcuc+?6?tq>(|(i5a;iM zZJ@I&`%GkgcglDU#8wabg%5-|8x}39mZ%!{qrUa`{Nh)|=}r8RWuWXfT%;51ExxYR z=Woa_EeMYIjBCfDBd9D8q9c$q5*{g&%dZ;_Dd^kJ=HL=F&0xtXlxM-oT5d&yL+^v) zS>mOi_-Mu-=rLzAB+JC_sXwoM!_`L@Etv%>SJH+;4a4y{fJGsQq4pdOg(7HdVT&7x zi0{u@$5|^Y`NC6wfNe!t65y@HAPgvkHJ3320o9^=q51JZg%Kt26s`{e&Cf=gfi2vi%Whf$CZR0K<;j{J;ge^6HlNT<@jDtGKb2w{&tTrB; zLPd*>=$xpXd4w;|+)r5=GCv#qCf>iuKnYQ<1V(~bD`kL@yp<5y8ma1y3s0S^l%-DQ zE#7Pm8POf#cOh6)s{)iyRy3PR_C8KkI0&2m5wYUO19}#I_E@D%bSbf9+42S6;_Chz zc}6Wf5CYsz@5d1{MBi7q*l71n*$IxU`Y_F+Bia}7f|{jk2p^&@pV(&b&}dbv0y%?k z3h28Ep{3Nzt#()oyw%{&2%eu*{QT80cD%3Cw`iRw6^2UXoLXVPg2S~e-Vu#J8mPQA7*k(#e+*TTM^JZk#e@yCz6IWzxGajK?Y_Jm4d-n)oLYtBjiu0(Sn85nmk|)h@DQa;=L)(bQ6VKmR>8Fmj@@&(i8*%nHZK? z>|z%uE_jT?0{SC(O64-GulOC;%8QNGGYsHb32KG~1&P>UM&m|9`nfuy$w?f_PDPA{ zD;@n0Jtr&n57$lDo(z;pl9x$ptUs?b4?!3WIc{~=6#=^sKRn|LlM<2E*vabT^|m&A zpP+=_0osqdS)n6pK**=gXDkQ(#F!;W$u2@cdzfZn$UBPJeV!AF;aF<;R@| zx70S$@z&7!Ig67l#jEnn1FCp2--xD(y7^@Vq$nwKHE5sbiN1m{8v5sAvExG(!=E(D zROV#h`L_v@^~yzB89aun3MN-{4N-nw(UkxBU8CV>`scw`p;K+4`;MrxWnrne)8O*A zoc&YFP_pmZrfq>gRHOjI})cSdy^y9Z5#_%G%np&D}xKE+?8FRT&{63 zL$X?+NExk?bw3jZ*y?4xoqDCl|((sEw@2dx$>6yZBTq)y>tqjzcmt0b1R-}_T;2E`5aUqBX z*h#+}7NQ%OfuTvPsaD~%)3#xm0M7WvMrh^zKC$&N1|Cpe*MOZK@FnsrXr1*;jhbZP9ZWWo+piPU=FEk)SrpmlKCFs3~oz zDNfmuH*nPL&H~ICN?A9)FE8p1w*LeniMotntX5C_8W_rh2Zw;3&eBasWzaol`xNB@ z?A_t8Ezd@n5;P>2A`#CYi2w|#vW(HHri6;VjJAAT2FS2@?}e(cPUs7=zRD;b)Q8Aq9!PAaFqVD}nBkzATDv zG_;m8>8_|%z7DK6Ui(2DB)ON0NtqC7U?JKUYFe@6N-_qtG$8}GWz1Nd4K{~#@!;Ws zDDlzxOch#yl?Gw^=Yo78VJx`rKWn#8`LeJIy?9`qh6}#c$}7(@P)&|h#eo}06RP6H z2l5xMnX=|^w4#Z`c@YTJcY=7@mLL|Ix>p)4&$R&83D3Ws9>kX1uSk{EC;m-HT1N}Y z->}-70Id}W17;x{3Smi*gCd6DMyrV!@8GT7P`HY)%gRUyl;|~l{JuZZ?c$?G1I%h?tqq&T#pc#N%nfCa*4719(uSb^L26RRc}IJmqo zV$e%{I#N#E_lc7Uo@k(i4=svMG$3nT(K1lBG%zKpK&6!rRJ34HYD?k8gZF0$r&mEB z4!n4vZy2Wfs@N56OHrql{X@HDs{LaRoGi_pWyz@9;Gwd=Q>vpW zI;)n%TB%DG*c)GtZ>el%hd{7aDw|fc`u5@oyDp9Z{YyM?iDWFs^UsA6xGW9i5Ugr} zks0(DW)MnBGzk_WBN2|opjb?o>GN_oZzQ74%`z~9B5VaM-x`dtgfXgesUwZnUSSc5 zySqT~F?(nGzdHjC8D9L#w`+^74@j{9NtwHw%d^oSA{?CYJC zNNTcWFCHx?#OtVhO6r2)B;Qr>qXL!mL_E}zUMwx0t;AXt+xBXx)^5q)0IhZNz6nK*DP9q*v)3bsE9LPB%o#6;UZ z9#ct09w_5K&Y=aOyzXNGkmjml>qBJ%z!@Mg9tDW3OZooM$*;0fQ3_AOnI*o7u@^NFC2wEM9oHhF>SiYe;kZWtG@h`%?7q=Np>_ z>oNX0buY>2QLpnlcXFUr%bsa1soh%fM}s$EucLP zd@z#1h4k7N@RdO_JO|-mNpO!JH=8#-lZX_%?9nMB%IeTKj#*k;QTSQ0Kzws}3BHjQ zEpSNS9J3Uyl9!jQKrCteDL7j+Dk9Q|um@!)oBctwmZ((rQ#?$VXdCnMwWCe6BYYsX zd(eOy^voU=Lk;cA4(-bwiUDx;$X>MWzWiZ7ySOGjKpEMiYB})yk}oM6@nriJOxSLX zx4U1qe^9hjq~v3%hx$ohr4e*PqoK} zRuN;15+KVKDKZWSq4A6tE1-dm1h%>>=wTgnnY@V8!RUOty0FElMQ{I<-EQN^?=vOl zN>j+mPL_nzYW9jrhJNBSApsMr*2qLnTejdQ#A`B+n zy(64m8TBdij)+3Nh|>DX=i<55<imSqo9 zC7)k`GUtY41)9p(@;&REf4-qPdAWh6ZSexm4bDy6*$aK=i|#H{!q`srXMvDyhB_q#pqQK7p=bCbh^e%@6&a2OHnIVL$yd8r`DKcR8@% zZaJQGoijcQ`?(ovc8Iq3fw?uUlXzqO3Jv z!ilPuCZYWjwMiQi{0}yp1SEzRK5a?RpFNt7t_5B%LL^3xQJb1E5)CIz8=CPFIVW$| znoLi1R*17D+)jzpBm#Dc##@AtQ`pnjJ$t7Xsbu(DO@S5qzYzR=|1)MR4m=qoz;Hbc zxge5^KfKqL?|SJ0Q}a6kY=b`%!}9uC?Qa3wANe=z|4Q)hS2V!s67<(~O&}u@LkWb< zpoI7*!(UJ!V+aWHUk(-T`r^m;zhwKv00`*ssA41|0you1{M5|OHmLe&jbh8tsvRo@bT^(D*h;XPoCf`0)NpDX7*RR0M8!4fK`FktUyC5rl1w* z;tDj7{sGj4&UUUjTj~9A=(BLH(|;2~exs_;I-IO(bXolssA|9e;tF&HDk-`GT~=R# zikqgktEXNx?TD9uGxnsn4Ju@-dk$qNWJ^Z#r=Qz(rdIDnIuCz(mO^s{TG7%q$@Y(O zV2tawN!xstvFQ_3TZ?KqxdL76uh`N1kN^CZnj`Qd`BohI<7$1k=mBcNc`T%`PCfI? zNOV|oEy8ep#kQcB>^93`3(vsv(POJ+w~Aj~EB>jHJ5dsyTvwnlk8Pk|A~S2)#z;jj zPx<`Q7Zqm(O~T7(`W4~hdHv~J{o8pdO_I^%QtX|iVsAH+-7^pylJwx`Q|=jy?}ehn zU(MRRisCH){<>4Ra~$XGwCH11f&CDuOb`J%n!BrmOa|L5pVDkUlt^@JPjpQ+17Gw` zDAd25cc`6S`GS9|Zma2Ku>JQsn0Xxf!RXZT~iz z?7=7KO6enetcIuL#>P5w5A|O>m#21~67^{~U(r|#Lubman|I$KSK?9-{E0pJ!{{O` z!=Jp+!~r%hv2Y={ll+|dmeJj|Wbu8r{4+Ajh9NKO2`k-lkb#A;vtT5#s&UT5>wXH4m?`;t0c>AG!5MQO!?3IzguBSj_4Ew^Hvp{aHueYgeO z{xdz;IqD6Hf2V%v&PpQXq}h*vFnrbu;f#tCyS&tljn1ULH0i$gJK>U+rQ^N=*+%VT zH>lq)Rw(U6p{>&*noo<05-VZ#pDZ#BOY%5NN*R2lS=G#2zVV%PUZy*p)(}B&LqSRGcq2p<^o@cAASB)ySZVuBgl+7RT6% z@x2K6S{5F6IPqE8&fMck#J1kc24;2vbZ%5#FplDc`;+^1A6|vwK!R)N(KN%+WliYU zm3a||X{i_f^u##A*p9AuZhY-QOfLsMU${J%ay zH&q_cDG@^bg6y)s;^)=|K^V^pB!<12cEo=6_c--$I?bYC&f=4ug&S$*CMJEm%+VZZ zt6w&mBK-nK`@ItVUi-tEbL-o}!!;3M$^4Ce(!xxrSzO7-RG23TgfIc&empGUxNriU zm$T~T=$=niRV;+C*h$B;o_3mwHWYzio0$Mg38T17z`2QLjOX@@&O)n*Z2&cMNn;!N z&T+#63AR@{=YB}1I+^SqCyB6ibGcoIF%w4$gqA8kjBT!A(pT6hgad$eX9VW%7OcM|ZU#9nri z6JQ~*1bC1j5)=W??@0eQ)Ak>NJpWopP>BzLjfNBH`|*1Uz}6T|D2z|sYl>HRubXgiUf7~Ti^aCN0kI{guKpX zT=I#`C`hCNNK8pUreGXtED|Y<+tQdIe?^*?NJUQ!d?mO)HnS86GX{jjlKSUd08$5m zq>#j7XZ@1bB0yo0M5_z5f=GbFiWD#(v^*#p#BeWS_|@4JsOj3}^4gCO+v^nD-w|ua zqQ|%?c9LCrb5sd+4|NpT^UH^?O_d2qekbhWO=TdfhjZ=2@>R&`$Fe zXuEQDr|E2`5vcUyZ0EO#uJJz+7!Uw$f^h&vp!a_a)cIFV|K%Uxx{*tu=zbrt7+)Rk z_lg6JivK0XZNMEA+xse6dG@{6OFL^8j87(;J!5_?{JaMSJZmhW>14YQ+`k0x&(}xd*gCHmHM+Weq z33yrvOgjQh6`iYG!&QlSX1Zkw+!ncn7ovm#m*8))X0ad2@YPDpoj(F}hbg#NxL3>x zeFHbG_$RA4E}2JhdD-Pz7mEoEPsf=pU!=>~#uZ4Ps41I{V;O%h%Rh|XlJ4hTq_zKy zONsSXrmHToh0VRa9qZzgkR`PJsxOAGc&@CM%Uc5lV*B>MaL#6Kn44^{`6sAdwRpzc z_tm#$`LNjo#DX6N$jRYl}Q zo-Xdgk{8l6V!iP}I*s=AZyTb;3r9<|AqplMUEXGjAN>i zRqs82ci1MnQmyZ?bPtn^+iDK7=T~!lu_1$?UY5?Sn{;L3Q+29GwIc5;AV<9_O>wz~ z1!^5)b#u~Aoy`W=RrJZ|*TWsb4i}f-F3@sTPOWd8)jIM%bj|zEg?w(Olg- zh?OOMsYZq+ysOQpROjatE5p! z_&KnS_Oa?6dsD;LZFnD!9JR|g)|zxLRf1eAPd5qP%25ga=*Q%KPtIK)s-eGu`ON^2 zU8au-%COwFH^qDF3Iw~PaHu0(i*RZ+Qk$!W> ztse!2oom@)WmH>yzMKzRPZXr19;@x@?-Y-Ny*scmrxyJS$uXCmb5P~C0HrM4jw=fme!DN7|hn-whS%Z{y$6_^c`6GX}jG6w?b zEfu*L>XXt+b&PHCP4MDPhLBX^#0tOQ5+>TimFT!=ZRZwCH|;jXN{wKyHfoNp#QwU; zEneZfS^KZ-BHKU4Dk6Vw4Vq@j(F{EHHy3D|pD2b&~=-{t+7>NPJ=+?%lKH#4_|cEOG1ANee8g8 z?T0oH8O)jES4xnwn;}v`GK|8wgTzd}@|1nKUmmhB*<>y(H*)h%HGKKXx+@uxTM@gl z0Pm1E;43@~reu34=-+|Mre$YNFs`&kVNfF%P}ra!jRocmDpkyQBV@*me0jp!sF<_% z$YpPh*j{nWo1NzA zHsf0f-G=W+%7wqiP87e+UiZpCDXoN6R$OGIP!xrLP-E1{##}`^_=ts;xpw??p{{5# ztpAo!YJk07=ZoSLsmG?YNu&Hr+S;L>GLGb+W~|9tQ(=ahj&s)1R=7@BY?E?cG#WS9 zlOnjUrX;B$k+{6nr-dx#<&F;YS5m|G*JmbT#5i<@p$dEnKfdDspfL#(wxk<$=+S8Y z@`a{d+no`+3^$`f03-91`u>WT0mUiHqO||JO7pN)hK6uN%y%%Aa@c@qoa%h(r~M2O zqjr}^`mG%@!wFTU3sc_WIE9RUDlL|sZ_)HWHyp5LH|!H}Ez%t59aY^rZd@40$OyBa zIlydLzA@`f3noKjRwx&<2~kbSh+E7kYb$LZEeMuCzhS4-dUu{p*;5{aq@elc#vNK2 z=$NG`UR>A>Yo3mW#9w=;75EWn%KcQ4kRTKIO`p*#Ffv#IL zKBV#?dpKac1I;jkCg9q?mQdT2E8i@9>66s@!++bQre=W@*^}Zj(iFzzBXK`5EE`l} zf;ZS69zz0JX+MG$UV%Qf5Li(>3}-?a>=w2KmswF38e=UVjSU_+Ejn<0Fj!n!0Mi35 zH33f?8X9@D!FB$v3AUJawi6{Ri=*R9(uxJb08BBF7)lK=T|BM-G~Ry${{P{*g8s6> zfAd%V9p$Iyf9?ACLxgM*y~?F0;`8wCFCD*cUz zfF228fR7@8!ui*p>+s*@&~rWT-#2E$I)EqLFZL%F^_%C~(?#RRfG8@EG>iBIPSIkE zgwU4+JhH_9LtMZG+8#>Gsb63pMc{}g0DLehOffi0;P0O6Zs0Y)6R{Y1KMfKjK#xfe zA|`P9bNMzS#@|b`NGvvt29fvh$l{Oy?mH%yz;3YE@78I6g1k5sOn4yP2mypI#at_i zKQKNlkPI<_^mR9QhWlwyz91Rk=RM$V5X9q)38dEn14IBq@qhw&`1^&CnqmvS1Yi&r zz(RsW;`^HcI64ghU(dFI1W7>{m|!q27!wEh`t&*g-=LCWlF;*Fkx?-4@JVaK$)#>- z`7tu-n3+4qX7bCJ#sIgnI2d3I3`tOnBqaTGe6ckUj{>rwN#mH0l?L@J^|q3{AK~bK zpYGH!D9c%6sn(%&JYJA$91f%ZVtV#Kl08EE3Pf9v6|MxQ03J#NoFb6n&%4C*b0Wg9 zMd`$iL;Hm13KR?ROwS`qyscO*#uRX-#DN!xuP1Ze8V3bLEAuy`l}VBb%9O$QgJfwV z8W@r}bPM5mL%Avm08q=}N)Mp9WPasy-413HJYXtaH!Dm-BPra|?9DHp&+G@W9JIRI z@f9(ug`@9e#DU%Ic?+gbQ{qW$rRHzmmTAHCW$O4Y-&}kJddPyMqb>7YxR=+hMvH}x zQz}oe&kO7n%BLldkB?7K)A}>u=k0+T^-XWE-|_dz(A^r6z^rlHbzv0j3sAZ*ON)Sv2Pyr^|s z#yrznQKcgDyn!9$GxUND*=KTdI4OeUrm3b;puh((`asC?OZ;sGbuNf-m1>CT=8c2X z{o0gfi7&KXZ?DI?O-LPi8n0H+Mj|&+Fn+f>rC+{K%}Mgu@L;ODzfj?`>?oeqgWLEc zgwrjDa((-6Gdpn>K{ZGX#`mK%oqSOssJgGh{H-DlX*@2Pwg*SDgD>Dq>x!IG8ctD9 zGg6e>l&49Z?sPLBK^i{x@kHkBMbWePgm_n8m<7gt#G0s@+4Pfnr^t^y4>~Ybt`$iC zF8V3zacn$cih7@p`UgUb?^LxDDKa-Fs@|v*iFMM4vbiHErm?6WcCeTA5l0ekUa=>dT&& zXydmD>F`L!kKJ540rW#^pwHAZPR$670`nX5VQ#cgJenJPuBp9u6110oIAb!Hexvb| z38m@7@It?#;?|AQ0&}zR0lN3n_pP!_iXqF&YNSRai7=^6l_}(SD@B!c{2~aR0N;ADQuw%#KFd`TJ(ru+GVr?KxiFrE#*>MyB1Vx2c`| z;vz5+6ZdgN_^TMX+njnIkJfy^^YS@N25Lnf%ja3V_%tswAX?c$!X=J2FJTiDNe zr%N@=?gYpO21c>#xN|t@dMMRDuW^92o_)DgKKMw|%B7w)9A(Et{1lIf!M1Au!8%pG zSe`B^GDRj3LrUAiF=SDU-j0Alr%NRW#)MOj;&pmSITs$ECj6_!BRMy!M+VAU@6{fL z;ehv&)Ot=PioSeK`L=wf{E~Vuj6X>CXD0!p1DHj*W3vyZ1~sUG>Fb#MQHyHL2A(VV ze%zzHC0v90W9LkG3YKGgnD=WyYQUawy&>R042yX1@jELEd)_ib!m+8WHSq2a$_H6z zMe&+#s`&6>-^H+&7hr0b;ld6PkEd&YUSBR<`jb=plI6K%TbcSL_8UDhJc^=Y*zuDD zlbb#`+MnjMGan<%WWLNNRF0kVRX@K11wHIF+3ltle1U?jj-KO9*dE`i__oVwSvL3Z zs|m6svDxqO{TJAOk*W54MsE+*cA!oor9;TKdr!1?IF|%QtN!m!r z<-4jiy!L=K;U~2>wx@I&i>G`Owx@Cv{(|i8x3*@PyK;R9aPWMUg~?{ zqNZzsHkq8{lxBSxW8qA1#~w_(7R^|nOthg5s(<4<_)DgwN0`^lSKkT=`QnHhNk~Fb zG15Aa8CX<{)n~(f(`41=@&Ksu!a6dS(Go#`_9BWo@leX}e6h7?Ig*URt{X85!GmE0LqXcV zUa=5brsCb{LZn-*i>4M*vZx(<0cg|hZK zXAL#C5o2tV#Prur?lIO)0|6FzL}a){V!CE57PB)7x5i%(F77 zv0jFPIdT%@8Td8D4muK&y&uwGs*4C_kfz3?R^i65a2%)qM%#@9x3Pi=QpYBQ z2l`C2dFjC_*4)BT(_lm8=m*k}M)|QoJ6+--{CYu@c>l^}XJiR;tlXoPQ zriAZc(^`W&G+Jc)DaHc9c>~yiecx~RNjWn*Iew)$?Ozlwe2HI0L$XDTBOe?dMrb{k zl_`Scp7FsD%yC_EAzJaVaUU;U3;F{aZe@q&x; zeRB`gOs&sTd-0Le*)}kNg!ACtdfv7;Urf`mz+3U^G*bFs$Laf+yCZS>1WN8>-u$td zyd1@+u|eL~dm0u+^C$2P_23{&^qyx+9i| z)$iPJ)J_zCnb8fg74g4I5C<$=9;&y*lNGGw}KJk$u>0u zN*lgla&G|N5VWy(BRvm23P=0=;B0&%T57yJTky#3%eshbxOaBbBYXQ1*KVQehV2vM z+a<+*Iq{&bvK2 z@)_Dq-@XFn&dU}x+;5a=xS#sx;Xr>Z!>d@~Y~6GZ+eOn^aT6epUhSfZT^UX-XTPIS z4p*Rr`7bZJ@8y42j+VRzE%q8jH@Y7M8`rAro_%55rgD(mNSMfo8<~Rn@!+tyayD~p zyL!t_1-=WY?iF2nI*c7&H~tFyyPXKwD{{i$XduPR)#IrEX(FGz1-q2>jV{he?$@pT zAZA}z1|J-Zo+{=~RKf`J?^qkQLL{^eP&K#2EzJ>C1cES(${dsCR>Yj$U~_@tL=^&q z;p>jm=H!Y)<`aCBq|LsDFsfeW83FdIdq~M0snvJ^d};chI6JDN1CQsEa?!lg(Mr9 z!I_4H&~9a(KF9p`^THF7+QzuvT|~lY&>!=XB|mhyZQIm!R7*;FW2~)~!vpPe5h^mf zdk zYFHwqVoqR%AJ-?vhOI85IwbTKsrEWk_RFI8c*QOKbiI|NW01ZusK&;!cq&_1A$Ly4 zH}E$``thMGj#fqvM(E9)fuZnr=XVu7ond7$#|FTU8R3P)C*pninoCEb=}LQNsT%3% zZ5OUs08P3^Rdd{RM%Im)y3_Kt*QnSEN8TtVh-+jIi2*2`PJwgyyODKT#vh`=%C$t9 zLtL@|CFT!7Y1;c9K-j&EeMKvqV-!4p!Q^=CC9$}B>eV@aa2AbPJGvJ1 zp8BaKYOU<)xkTEpzkuX_07*Sxk6pMw0E{O5Z1W>c&oohmo}2fA;V0vgL^=BiZ(7xr zr{|*Y`o139v!%Yp$YNjj zTqt^<;!h$PIU^K}Drnfc7p!%XB1x3l*sQa=es}8d3eu8hpwS8sq!5g-EKn8c8 z)!na&ss5aT4&Qfl#q3S#%^~aAmcT!L*SGkzIr!_ICM+_Z%JxALZu;}G-UUN{eXA30 z*4Q4xIQLnj$f72W56qjh6ZME;rEc+VTc0hsPnD&1j(oHkgI)J?`E1LzH^eqHzutf0 z7mT+qeKIEutJ!@S`E!mm zS28Q#dV?n5q5*pvR}knKOKN8e^w9@iF^EZP;mXT23aS^^9W!6-O=T&-z<{#drohd zbC6yUi(Dh#bLK${>C`HC?5#w0QvEB?t<`}kf%I=y(vQ?hQ55zzU)Tn-#8x-0KZ&Xh ziIamrBpB=DDuwHPPYEpdAmiRtRxkRYwwLtH6~hkhVvKxDF~t)0N&>qQ)|&~ndO)>X zW=Smcf{V<(re>cUkiCxN*YsEOcGjtnUNYA$C0AL%EtbB=Y4}TQMtw_9?+l2W~$B-__gq z7~S4IxXW@bp_%q{_gF}|(3R{G^JtlMG)uq734GjTbT*R6hVi=6-O-aDyh?>sfBy_C z@z(VHNON;G8f1t3k0J431B?NE^2&04a&ofO_rHwq0+sWezT13a{1EdCQDi_d4-XHQ zZ@m_6jpOe9FnhgSpC6NCZQSz@ef;GndzS{uL!Fh2HMtzP=eWGShFXYW1H=K+`$49n zUF7;Wi84M|Nxq*YaPQ!MCjBL+!P36ezW9Y`S`-&!3|UvdU`%?}qnJeX{x;Dx?B&*| zRPac1ISZ??@zTJiIxcys9Qsqk-tvMf(lF;Ec6sqE+-kCnSD?539J{{}{!f)@UrBmE z6|Nhz|7>64keyG-1ot*Mv$_X)Rg$?}4~*>eE2D8J)i36p_2VMT@8N-ypCnrx-37S$ z&qrT2QHF-5Tg>f0+p{+LfDfI0l;m5l$Gq?8D9F{@z7V2}Tl#`)5&n*>ZL_Z|EKezY zuzBPAcumr?%l03`f37> zQQmzBh{ZYBp~2aX#nOp>!LqacvFurObYyL4#7UBZ%y@Z^`ln|MuU|;Gr#-m`9v_5Z zeFWy2C=9vR`ekJxA#XINq^6@Vg%kYxHcdPIu z+CqP^0-wB*GkfasKTU;eU;|1*W|*Ja(dQua)yi?#r1OJ7Z|kw)oLch(y(+s*u^nLU z$l#U>BZ(}J9E)TZRO-Xg^<-@0=_BdpE^})2<$hkSdXAo)aa2i<_@DOgd8T8ZG$fO0 zE62&W&lq`9{ajY(2lS~1-^SbFll6p*n`gRMzyJA+IxZyV>vcB-LRkv0H&LaxJ>F5b z=5-@D{BF`dd)pUmuzKk%+ON2uIrc^}m8epBMYj0Br{_8mrM1dF8Q2iN*XNQvevpU6t?jsulPh3QMsXllSRmxp~$WCd^Bfrkr z4r-Juz5(E-iTZ7tKzWpDt%>wiB*EF9rtJ z?qy%(MZ(V2e5wZXT_e+fU4ecK=A8pyWWBglr#9)+)I3iXm`&Zf0=-j6*>8-bw)Qa^ z$U9#WbZ$;=3Mxw4e z*LWBlhnm{iwzTPkfTi@HD2O!{v$56Epa@ zX1Sx6n;yqcR_C${eou+`FjtoQ;LGy#3w73nuI-z$6$xB9j|ew}^k`F86uteMdz$-) z(#^e6zUG_Debw7j7AA*pi*>)T#~OTgpIruRH+Yn=Zk!Uzp8o3cmc7->rd!v`4BxEE z?j1=@8l#&QUJTvxP+_%y)h8cHlox zQRs7ErO#>GeV6)(oH=3oiSanFwa9H8e#&u^9O>UTdLCX+>PW_{G%8!2UN+ZSj5DpU z@PM=ii3|rU9&HUW_1f~Wm|ezBMG)L%X=4Io;RwIougS@=47&A1n>TN!`rQQt(1*`9 z73E2cEDH?^9_wFHIFacA%1Gn~LK+cr(hkt z+Z8iQFAh9m9nC)bM0(b_L%07N^$Z0*#4+vu?^_d)@l_ z_I(}11RFd>p?mj-#^BdMhI*c0tC7RP&xWrL?(F6k@wM_}A)HA7U10_E<}q&gJnNe%TAFQI>^bW; z*Im)UF`}vy8WHhM=9|o>*7-H_T}Glq>t&02OW#9Zv%;@HfoHYksTynt>?s4;HrbDr z(9YIV^+&{V?_2Zr9boL^hvFW$OZ3w|pI)%(KhY5yWirf@9Lc4n)~*N%F#)ePxu;{@ z3yFF~-glb#b%`+Bf=CYC^{#J0#rVU>$CFX-7hDUT_r$ttg~>OSaepxfoKaEz;$`=A z_NkBi#lz$dC|6TKe8?|qdBxmT?KSw|YQ?N;&rgFPMGnTFx6N*^ab|V1y)sgYWztoO zWt0oO8xr+6;^uu+A}|pT$#egB7u zkPhY-jOROy3U^|u#_bHa^p&|v8T=}S=CdLtyoE-Cl3Ge_+MTLOG6!x;&>j5H%3s?-T z#RNEj4z}Tt0IieI%j{9bGz9+OX0cIME0#|1fJ3aSNY@*eJ}Z_ij_q+V?lC*HMYdl| zL`|E$kCHYf=-O`BUN!4_yTu&>9H!Kn-jjyj^M2|T;5EFg466_-reCa+Uhd7=VlHQt z3omA~)S@?6XEc`!^~BFGmGTRjoym+`W_}*oCJ`jaJ(E56jftH6Ug4@j%`Y1pc%%pg zg}S7HQtBc$4-Z^UAQVzcFWuh3>V?iuB6Y7!32A8N<6({I!JqR?zv1C4@VcBFzMElvrO3TXzki2JZa4THF-9of8nmT{^s2Wj0LdN|SpM`G?As(4^7V4&0yS)J{`GY9^U$V>k4cMm_f>aN{=BlFXm= zo10%OOInynk1meqoW**p7!fBW`r5_%~=@J*K=L~Gw+Ut*divM1y` z_Sb#Z?|!KXUsq-{mmiDu%27&PUi90hPEUv27U`)_to!ZQn$&;V(2W5A!apPed$Hr1L)*H zSa%kO9;fET>=o!+PbfL&_4Wm55T?f9bEYIXYGS*&o%h*%Zq88FkY$ohPLJAOL2-wd z$?dQq@`s5Hd4p@ze$*jKWfW#ea10;4VR* zC$YascRD}N-eu`Z4cujL1QQ$0xEjgaY3Squ)IY~+S1!7l*96D1ZBq!E#E2yx;*liR z#Hng0C=V5tyLAd#p_;Od~|`T-|2TD+;|)egF27R-RxNTAiu z`GHB|kPUaAIR+j1i6U+nxb!?p#~KL=ZmMFkT&qCc!hp~pVG}2^y80QZil7vW!Xh&AV1t)~j%jJr zly>=>es_V`Dx)a^g)wRKjmIh3{Epvp2s;4c2@956r)#Sbg|Ms_B*nVY{YLk-im-2v zTP0OrmyF$06O2BTs%z+&D0G1H*w5A`ZloWGkAbL%&N7-O#>U{ufn#qU)OFF@+)wA+ zsXcS3+0iJqc*G?NxOP?^v5o2!m35im z+J*{AwbZ^9nyRc?d50&~BnR^=5kS066<68QS-3bnYC(IZefywOu9{pC+s?aejD33- zXnmaUMk9O0hrr^`nmd7$;*FRr*k-isE?)yiFnVS%4_-l{6A$lt_!v!MV!^Ok^qI=T z!}V#xflxY&6^Hr^V809i0T*4Z1DeY2b}t-2=qHwssF49!-LD1AG(LvchII|kY`%Af zG~l>Ub1XuzQncdPEM0utKGVvF)a;$MeN({8`3DDkdjRAVK8L`xd9s%UYT60G>q<*Z zg^GjeOpET!T~i|KvO_*aeNIIP%&**!Q^zT}`LO0T4F<1EkMb~3PAoh;D(?@3J>x}$ z069#g>-FtwW^0cLXNWf@Z~`e1pX(kO5h=czPsw48BBF4U*1EoF6&Hd1)nMQbj~yrz zCW>&M$YaJ`5Fd(o?^&x9KANpN=J_+nC@s`p3Q*#+KWg)Z@Ju+!08Vf6s9{dUBcb^p zis_%q-cLqAVA&z3lU~n7E>XKH7^(UG+krCMs$0ZX>&n`7U$FbXX^TYa1~mdF#hTbb zQg!zQT$)lCgE1J}u3TZ}`C#u35j*jFMhWJOu{k!J_a8tU9-yWCo|D+u`+T`cDtyLQ z`J=NVVfkr!sujV2z@dB~-?C01Je$Ep6ppZhNP=!zCdVtE8ZDhX0xPoUjGuz%k56S~ zV|99{2WtURn9j9w2VP^FM-EK~kKCevqsI{zI$$(IM`}Ep)rb5oB&+$h? z@53O0N4_;}l6OYZy-AV_;mlPu*-c+P!6FTI1qI)}Zt=umZBB;bjz|iFzhwMz%%8j3 z4U~ufEsnR7gs?)BLR z`Em}$=GYQ2E31;j#2*hirbJ|-e%!rq<_pi}Y&c}+@iY|=)yM$Pc}I?dxzTR;(yebNePvyy z?(Q;&H&d{oBI*B}b|i2(?SmjNG{BOED&M;U6M*}=CQI5$O|_Fr+?;IpwLiFu<Q$R!g!{=dIQykhvXRa! z{{E&U*&Nm(Od(du8OFYmPUpI+sumS`4j&{g#Fe?cd&u|w4f}&nU_mxUfTa{SEw05L zl^6z*GK%+NjOHHt#rl&$vibGR_0qPe^4AJwd0B?PS(Qq!G+6Ffv^b#=JLCGBXU2!T zDzIpdMNuq)v~XPP*pAAo`%h6V6F7aN%GQIKLB5hJWkX?4TdxcQx&q5g5LvV&IJs@) z?X{|jT!LPCr><|G)~>7jxXbxQZg7*Ua7sUDTHWVg;wj^OwW1c`I!H7qJ538ZrJP(D ziV0;5X_PpUlO&dt>9b!4RM+P6Zi1Q%<&I+41z1Xc#*Vp5F3P2@Q`TH?Dk(!p6cHG4 zF}>+W)zC`p*H6Omkom}*bI0uVEkX4qdZ zb+qTa)R)6?)Yc)+B8>$yi|xHH;JNMhB~KheXnr*um*@dEi{@zkw!Es&p~RFyT6r||RuG#{0q3GC&?qEbRU zoy|T^>7=32V$?68-Sd}}@ls!1LR}Dk%J+E2Vz!fZs=QZZi?%8`DMNVC^K7PBbw%xVCDX}hwK*4A>*xGjY-WMjBP2{w2HsD*0|#JII3VTTv@=L^fOGD{I9qyRS%tC)gF z+N+D`#LBm5haJwjG#S|#Xoz{Do$h@C^i;VX{2>*Mtoc%zaSm^za^ZkbM6Ah`e$}qCe`wd)foB$2LW+|g za)&^T+Y0h5L#qwH`n$8|a6I8p?0OYn*8-@dvFoa`+FtW(B2>yh4G8ZL&jmizcK8{0 z#0~moQ?01*i}iUNiQK zXHuIvVY1Tx09;Tj-q;04WYV8gGNpMzR8F|%fL7DY?{R0ZvS)_BJfcR>sbY;=mmEx7 z-XS=4yR83%jN2GhP4S4#XIQ1o|DqH}dc4dYm--8!zrD%fQ_nePfd>J;lfs&20&|5| zSP??{s}JE`PKvoCCKw1rlFtAJSTU7@RkC9%GU;iYU4{!D?lLX{y-7R^V8Y| z-(1ImAr_*yC>xGS;i&f?dNdq=9(r9GRm&NtO{)rC^-RhZfZG`At+>QOv3m9`Xt&E6w;&L(liG*^aj_GDcvtnd-7 zij@e?BpdQwL=iqbf_qIqq!wSfDoz1}mxuk2J^JEQ8{V;%7Z*95N0z3-EYSonc;F>K z*M$09`%MnkLmHU-z++``&{%Ie<#{f_QXg=8cdbBdkEUe$-jiQz7LW^Aeu@pN6%})g zU_6vkopE~Ih}LCQJn4#c(jUa_LaW+~E-GAs@i+=$Rs!tTE*BcfDy|9dx%ynj`*5$` z^$XKI;u{Rt4Mjk_8)_GQX>FH9HOXPn+I59snAb9cgu7UM0OC48_5hedliBKV_R8*c z*Z!-+4LMJWiGMH;Fy2r^oZAg*PinDu}L0@y>M+x z9R7I-908KI9&Q0+4aR)}Cq{m1UJzb-_#6KEv)eTL4=?!6UY7Z)Dh=N8`}R+%Ifg>s zNe3Sqr`hdpOWo54c)K6m7rP|DpM4hp@<=^ZJr{`YEMvIvY^P`2re} zBWhueyKWdZrR!?vFCNEx%5(Iu(!Y4#XAhx+ywq+Lg@p&~fExrQiZ}2}EC+9-HE{zF zR^O~kbL7>KL@{wOSB{b(iLCv=!#JQg@1 zI@E6f#9KQ4U$P{@JNi3+R{tO`7%UF{;`s$WJ60oJ}_qtw+mm=i#l9qAMCmoWM`ttjy6n8>mt?GfU`N1&Yd<_ zc-eQJtu_qe+xBY>g-vHDbGANX{c{K*kjs{KEFDko>l+ElxyAk*w^tn@-xOXt20edj zplcaA^XO$c^2ghH*D5xWlFTk&T3(h{Rv-F5$F)D$19!)YQg&aT|MX*L z`kBa%Ia~cT5%QM-lvp3eSB3St?oIvxr`P=550e5v$iMMy^ON7w*ApBQ@MQ5Bu*b0J zo*wG%G347kU6Zfs{h^rQMe9EOpAW(MwrPrZ8lTaaO5QV`=Z=!@s=f9TQYpXm074#V zdG(Y7;6Qcom-PUw<_q6i;CdoEF19~mSaVZ!h3_O}<$KO^u@~M}iI?(={eiV57n)b& zTEdg1j*sm=PLXg*)vs7~LL-N6y%V2&^^B{{H&enLyX5OGcH~FAJbWl~{~Di~9|Mn9 z9{5H)^G-cjwVRKx6Ogl+m>i(PAR@_m}(1ky2Fqp;PBb!W>ybN|7Rk^IKY9+%-GoBwTJf9g6s zp#L6_P>Oxy+oq)9f5ed`dFPoo@$!F!f34&`DFCUbdm=dvd)YePt6Zc4n$)zoi+G^B zx5_JoI=U0aTU|NPSO&AA#NCt)>Bad2;1O6t1G@3c@L z5*R7_Ple!A00R@W`jF3=t?WkIi|PU5km*|MYyW^TP%FG>kl+5pm;B;9Dc7Z)L}W>a zWuY(I0^nuqbX4RWrPV#?{x4B<{fezu2`FX8Vc4|G^c?(U+5g@@nI_z^ea0OtY#R`L z5f0d<{)$}BXv%+rqR!b&pzFfTuepvf^t1qMvH#AKw%=%kU{ylyl=TVg7ZJYNH~Y(M*Dk(ISG}9e zH*L}jROs+Cs%GGRz+GGcceX9a8AA@Ohtgj?{l~9VInMz%?r>eB>>41@0bd2a;^YS9 zsFsdR#%EzXGmkuS9ZQR7=d4dl&JwZLX!XLi@NnHMou_H(06O@P?*sSHWYfsp^IM|B zhjmK~Dz$b)&GA56qq@Xg*B%87U4X&enSdbM01SwhB+_&xYLOpg4)vNF%a09Rd&7c0{LCD#PPr@955Bkn9(I zOCp=*y5bSG&&uW2Ix_*7?GP4N8H#IXoY$7PHh*&&0N_|SdwT&BnRYt}+zT89COuEv z+NoZUx}GP=y9oUW?Bmd>xS&lx<4_xE@kCOCTtxW~{;M~3RCF#W75WBt^ML)i0c0Vv zW04;IA8Uz?xznIZ4Q6O{pE&bsaeQvrVXx95~&nt%=shKNO982%Bl zs3ku2#o~WzZ z;sA?`!<}KHE_J_ktcvUmynm1UvP@~(=h!{eRZEsN&kG#_9BxgR%M# zSMrJgX*!`?CT>FC(^lG4IdjmU}0aH(L?0}>FWf9XI2GS2{8CZEf2CO`Up%o~bWJ>LY)|3@9<8ZbsD*W_z zZDR+Fxr)W+d$KL4(nHWtT`I&2AWP27Fz*b6$Tr|=I0Fp4^kNgR69){i?E5yL7){H7 z!K?hv)?8w{Z7VvIYL{2-*3LVdIyO~v7C>#NzVh(HmQ@MPG5HHbDp1vADpS31bK%&b z4C(>mDq{F>Xg<-!cx>8dx7V;{2zi++^CkY@MSR_9ySSs6tsjkjdPK8;AA76rp9?~w zEg~Y=3%PH8B-hb+RUAKNzZ2ZUe%+HeFRP9M! z4I_=lXOy4(@Bc$38soU)Yxij=>PRZ}^FK#IWJgP*-6yLiZE{^R4~R(I(QF)Tb8!V`scSm6jWl1w{O@%$RDb%Z0C#4;<)eUY{eTFs zR@!-Urij2So${e;_8F+Sm}vS3bYD)?Mn1eaH@mxU`NvnPx{RQ%;v$ujwpJKO$Bl1x z_zLY{=4K4Mt8J149cbIzr0+cGeJxG&;iOtUSD3-sH=+39^NaUCQmvFGJ(1i7Cz@Nw z&)dGZhDSzOMgPhy!>STh-%Dl4G=R~$oFHbyQw%hV@>*%KK@QN2Xm0(0?(ZIvHU&1I zOq5RKoZ4v_^$OXT-WWSsIZma<`Xf?*ydbM@(BqtU9)vaQPIArlth!-R@QSdRS0`q& z)m|#1C?D2kX%KqiWHlqS{QU0znrXdjL8g%d zU%BV)UEUEDH^Nh!-#V^}q7C5Hicvz8o#~I^v`S-N6xidrbUvgmA>+K~c=E*TmYu57O{oXJj96$lD?<~0Q;k`$p0*X3 zXyky^J9thnOJ1!qFZ2mVCOe3(K{I}a{}y~Z*S!B>Wp3X4jOnU3&^5Yo9cnmK{N{Jk z=#>ULzu`nhyX_lud$zp33?5kl=F|+WZ=s2DPoc9%Y{k96l)V2Bp#KM$0etpkNt;Fh z1=D(K%#nqvZ*@W2G%n*@cEiZpcZ%mM+Yog1Dhv1+LNuiux(o3+^I~arzvsB ziC1R8>E01<@nX8R*yVtO=sHrpS~x?~FZOY7<;wKsZjyS2>=mdOF{1f}YSh4IPzoOA zJ4MExff5Bm_nNE8TG8gHhK5iabLJN+zq&1=SbdVWm?g7ssz$k&Y&rbYh{q8Dm%HGZ|3{7BAb6~qJ>>cupLo=?63T30vS~4q!F41r&iYc}Vpa7<< z^wdl}6U{{1t{6A}_rS=B?0;TaR?It50p}xuzr3aP6A#z(pNrn{E&b*wo`GI3IAI8G zo8Vl}&-|h+o)N08Nm!Jq|EcWBq>vldYUNRPPh}MPF)ahBslA9B=1WhMIKzW^Nq)w+ ziS_Dd_m(?mAbjO<6Jx*OX%3ml3#iItGEF5MG`sS#QeD{`oEo0~D6k($r20F;3=G*O zr-$A;Lpyuxk{l~OP?PC*Z@($=Ox_vQYv_jXWn@?gPTtXkN4E>`(mi7Ew#?v4fmbE= zVMgDrQ8Ue8EU81ak#`&!GURzR!jsStFS-{z4n#=yWbsp;vAc|KaKONK=w7E_1I6{^TKlj&s(Q0X>KZs4Oa4+jG2F?VYANx7v7)S z5h03&hZ?`Ic^J`CP7^=XJOfX_mEU^92a)QH!Hv}p*AiN)eF^(zZ6ZY`*_{;e`2uUv zJk3x#H;O#JLz$4ML2PHk%QygGScAT=C|W2sM)`!PUo?9$r^agbqcdmef3z6sJB zkxD$q#BR~-P|212lC%*e{h(nfWj3I|V{?hf-4_2m~D^D|U<1RIF53j}(g zk?(!x(cxCTBRY{|BiaD$mA{h=4Bj=M?r&mcX~57sYhVaoOrwhLRB5%;B=b=vZeMBvC~Doa-2h~Wo-Z-A8z?c=<(&ric`l9u zo2X{tSUFlmYaBW;j?~uXgeHw4)&Ers}5h7Wozg!9v-CvH7v~Qw^i5NU%Xx^vv@}WQ$~W&iY)st>5~&TOqlh8$Wst9 z;TK@Svfw4?WZ}l!d=(TccL|{%S2|&ku6@ajPLGT?;y3H<#1ciT>C^|o*5If#StSSu zE1%U987)Oc*81;k*>bB-4FZ2XdA2%B7)^SU6ojsk;0yY814b9!$!1hamrX>(cw1N~ z=yn4Rb2A7+=qgmeYI~Q`lxm0dJ3a#|gKaBPjxd6?BB*?or)86JyjT0pi(HI$kFbi`pC+9&)x1R zoWgdi!h?d%M+5mAU-)^b-t*UV(Qiw~h4jMAlJqEdE~@yIZm`F_j$1NfA^XV*{>UnL zzwRU{@qOZ7yz#&wqc@?twF<ht}FGYv#jA&Rd4z}^FERBbLft;9@49Z}4b3syv?rr&{d_O)@JmqK* z<{pQ0aU7vK3veYeU{&ajUl0G{5&p%CrFbCM9W_(?p60Gq*N#P>z$)!QE*;In6nEg8 zK=nWe;MXkBQzy(XqP6fPYFknZ`N4W$`C@|h%yi9_O2C^}D2gwz7XF;gV$rN>v$4Hk zuS{;@;$r%EVt}3p6g-q;aHFH9N_~yidw~4ihnu(0%2F!aJ91E72U!7m3V)OuK0mnP z)$^{h?p^#St-71VMiC=3NjmRXsM0@7HS^s!gY@-|TUOcLTe*pV*I7&6GHjQoywyrE zs!4Vv7Bv?6zBL=u?K3%_d4c=h&?V-EQAgJ@LSvkSe&+0%l0>GsJ- z-U0bfEMJ_4CN|PzRJ)DInbMeqL(Sv5+?G{%6MjgPeqXYJwxw~Dg?_K6hs@q zDx@+VuO*f1P{4s-B;o>QC*1b#d`ACB^d9R?`UCqklU&CzHA`TbuZA=m)geqe=Odzje4DsFXG^3%7^E6aZ3mk)8?8%F z!7(zF>2LrfW&^IVcT^_3nIf&>IH31=er~9?z=$m4V!? z0>gd|yx|$(3n)oaC23Q=$0yEoh;4)Y`5C;rkI7FBoN%~PoOQny%twJggfxEA06U`L z;4wPA)DpS>iYx0kj*2bGGeV(&e8N4mP9n1Vj(sM@1@aR;Cl-nqF4N z3R?|M*5$7Vo9c58kCcfd$}xjBD(I%b%zALl(#1dPDCr>?{&yEdJFDK?;Dgqv@A6Pt z<}c{=l*}rAR?+35CExtqa;i7;`dn90O)p+qh<7ifd-v=XnW#Cyv^bOE}+qi%am~o+|x$ zzIGd8K;1VmQ$>iBo~r^>OK_|1`D3oIM_V7nI&ZL4kaFduOcQ^YJA9O7qk?MQejv)+ zgNR^)63`6v?7}?n@|0ss=CsN;!&9)0E3D>L>Av68`(HsgSy&}8D<&b8xl;RWG321LIJ7$QbFhZ;-T36j|g?qP7jNI13LAmE&EZf{a0$sSk5mmMvpn$^dD z7++#GT5-SihN+k$JZwz(WC2-vO6?(gi{?3|D*8-GeVbdTr}Qnx)-hSfd$^o0f^g~> z#a4EzmyT{y+KfAnUOq@p@fwb@O8X>6*+fp|ydq{9nyYNbax$IMX&xFm+;&uQ_DNn67d>zkU*2zqPE*|_u2F{M)tcZF^NPcBE%2&>3sA@p8V(XJoh~VYl$dElHgO%J*x3Af^w2) z84`W(YgGCbf);{9RD&>1?)QxoXLP;s*l$}@B!=0vm%bU4dx9^>UDp@`Zxbp2;XQg zWoEDe-+aTr%)=!ZA_-Hp2EKcRZ38wME1NXGlkqGi1l+wKgUQ*5(~gUHogfH(6Pv_W zu{lv%Z=lnmQA?#wbZ4)eAda#j{GjhPrS{TkR`0`!7@mxK9bnkfSum_lZkPfjCD!=_ z$2q|I+Q_@}0lRIpG6_17NTGl0)}6gHyx^EkA|iTp;*-C4B%#!&JfzKi0^>HHTcK!g z9=fy)0w3!h*o10~c8`IPvv5QhF=NU0J4uCs6K32J-5&#~B(TRRwO+xfzOoXUvE*CS zM?W1ha><}`;Jq}YU^6m`t+B8f-f%F1z-2QNq%+~9I;EvA9)0M)ibC{C`V2GXHDNqS8 z?i5S@3?~qK1tG8;?r$g2)}nsZAqH1@q*;WticEmNIGkW~YNdYI$Cbo`emjSnW#b|3 z=?}K!fN?mrQ!(EN3YW5W<|2J!^VDxDV~OPBNB{*D>8*xNCtWGXt+9(v%Z&gkmZFBv z?Oim;j@jVZ{Qa%t=yJ13tEx>Ky>!0g#zl|&AfcTH4Spn^U6GWgFrD898d)mz#2UZ& zTHo;iV^!3ANYEN2o$rHhDgfe1)GK6E0#wJ+(fXEdF*z9SyXP9#w53)Wz{iek1q(Ix z$(%b2M@>jy#TUYUWl)cu+aS)~CZq1R-kqI=LbNwA1d#M%9k9yHIV~>ITxa`cvF1l; z)tWLXKwrVqCAHJ%Z|m66N$bMNCj+wF{`qpbnzsEFdJZMWX+{H!5y55~F0N@3xzD>N zhoi9DtvI+4qkq0`%#XH7q=L4&L(yQ>rf~5gS^*zNis_5NA$&M zFN4m|^UYJgJ0;{{^|MNo;LjbiG#%|NsEXvi0jbtntZ;^HOTUe-YcrH+3_43N1Ryk` zu6bt?<>b8CAZ>k%Cb5Z}24DK=l6@&WnA#7X&SFEHW>QAzo>402Hr%31Tzo%1dE&%U z;fsY;sQ()Zy2C`DIa8ixt8_XoOX6G5PDoJIb{cU$KEI$!mV4O!{Olv__I@z}B`lL6 zNky>iGcYhTcZg>d<|0^X!;heFmUapm^}^`^U&gk$9qciOa*~=p@$|kjjEuTeL6||4 zd~rg-g=j5_%^MuxI(wqWPw}C}UwIl5FFLJNrCGJ)GA!|LhJNMteIDE+`5Z&A6gmTo z;ra@BaCp#QD;q6f!4s|H6g*`&z$bFg(#-*rXub-vXAS(A!9{hU9eK_hLUpdK9F2Hj zm#pVdEE_T%6oIETbit!{8H&6|)ig;_xww-9?l%?A*~tk-cy=?BgY@Yp{D=|`kx#)w z3Mp^!Wpviq>xlU=nIe-b}{|%F0hUJmeyw5jh(?H;2Q|F21kHGW$v@d`cNA zIZ!gwtxK!B867nv_7!rMaS8uN6SWR$8p5KHym(20)S;;~-kXIt^$1)1uu=DAOjL?U zWGp(7lCy6~{P0qVaIxE5-XSEBh>`dHa5>usYN>bw^@kDLX1blD#!-!bz?Y%ea*INo zE0)&0t2ef5m;kXBPb={YNz{VF@6{5}?f@pSAC%k+q*xligB#!q9&c*a{(N}b6-iRz zQbi5YSqxVZzegNQU`4PZHf$9rP};HLdF~j$KWb zNA7Ne12d5hge3^1Y`l2CuiaCjiT^Y2;Gr(h_obw@jh;fdt9)nKvXk8?jDdpSdqjdq z*|BT1GP~Ahs17NZ@Xen{k>Qv5UUO_l=}b7`B__QnT` zZy_s|Y93llPn-I?$lg2VSVyc8g~?4=Gke3;j#?veJq8qfZydc*@%mi$P*#KQzBs14 zF0T33bB9m`YXB~(=vEHt2XcM1WabV91HTBS>G|R)AkP^9scblJzEw@>gjg8i=yNQH zh_;*36w`i&zl&{S9hnZGrNFTe4jQ5jxDj;?_R$f)sbNpO5!TFtur8P@HC@m9a#PJM zFiN|%G#s#xyL#(|KU4h~OQ78T+o2>bN$T})lgvV~Ye`%OZGpW*CZrk>&DnqY2O~TklD186-&gV0S34lE z!%zK69rT!xGQohqh~FWnCz0hP@h6V6>l&%55Vp{lIyaK4Mk-FTOev1;XC?4%S< zKQ*8@Dn?}J%QeD2@t?1~GSsS8YMy-FuA`Slee7=jc8eyMbfhkL9D|U!O5)F1!zWmm zc(Y6=p**WqlUe^9^ONdRr#(ATE5G11q|@}4WZla=2V!U8x9>HtQgwE=W61~+j>!we zcCw>M^Z0mSW(OHuqVJZ;`--6k@+PIT+%+LK594tnJ8MMO_aT$zm?657KV|8uX)`I` z#uZck)DlXb(i0vV=%eJ{naoI1N`Ag3lmB=tc`Vbhx~zJeQa8HPHXMy~nmZJ8c;1DR z2bK~wkhh3>_q@CR)qQe5m6;S(RVjZV4h6{0qYy=W`9dh=tV&_}f;}q8EqO`B-ok_H zNhzy|BsGHIKDna(3U@?M2AwZXvBtU8ov&_HIDfQVREK4^3ME|~pM2u)7+o%6=ALD- zctZFj)}OTGuDPSx>KV4-FCH3^Wb3buuQ%daNAFyUK2x&)c}MhNh^g;r8ArFUVA@K- zZ6axPQQ^)TVN%q2nK*q`u7LayF=aM#Aw92m!)4v-B;Rcmak3Uqf6IU7!+j^PVbU|L zTJj?k!VqhCO#?0eYH80@(-3imWkZQvz6r}E10;`?dBgho$88d5 z#GDlCo>I~{aS6Ua!>_9CI)FkEb^$+<&bR|7m1*zY&l#=o*@_|>Pf}TCe1VDPlzzn% z<#lOxn}wuK0p_*^<;WzCf7?&Yn$HMw;_`@peG58vq5t7WDn?dT7X>4vrZ>V$ghf}D zr(!>wOFc-AsiCnD9r%(R8BbN=3apQIp>nt>t|XAR!t?R05*yAHFs&DZhpb#k{w5PK zE-9-P_X|_nsdu--GI$@Kk#(zG`Yj2Q>L*N$?`)@So}pXFtUyyFsP(6W-lY!cro%B@ zcvl1qJ`WWxU@?o7;+uhYtI`mwu+yvgx&@$OH3r|JN^y2>u6av!U)imtpJUM75BTM^ zY4wgc37NhLwj>|ayz1tnbbZ6`4|~ zw=IS&R4zdWL?63()H^AeL&12XC7qi`*kBZEmYJeNgo1L=kGVtTT9FnBqubWpIWky( zAbjwZXnOcAqn_KFoaC*NUAvZwR|3DuLLy2>Ak%g{jVAu_V-Mb38tO zLcx|XGpxPA9ts{-X>f))aQ0U^4BviIeS4f;mLRc*C-BcDUn+aC7g0L;y0~d%Xw|;_f_JKaSIyo-Yeo z^qO*!N)&^Mlrrsun7wtF`4uI+WUxLl0eM;;E=lW`F|SAvQJWW?r;nw$n6fYswyuMW zO=T`M=d2g!IWlv+Urw(O4y8S8w5^09Oh7DZ@+uISmO9dg33f=2ZSb=!#INhq>|><8 zf+>hIoecPRu$g~NGV1ca(s?HRBWYb~@#MBEqxU#Z;?o!BSs$eTlrDQ;A%cqnC)BO^ z<&c?x4%3tbPMA~fSLul)?PntoJO(&w$CJ(8|H(UCi}zZKK>?{T<5lV<-Nx}ZtwqPt zJ)#Su{d+;KPi*R-uUD4vn4f*M6lMQ}dHdZC@W%y1RG^(<0Hg(-^LPdDsRrN*eQx<2 zP;;bL>FD{sfp^$=aa9?^Qk>e$aBISF8DnVrUi~ei551ju4D{%lC^2+{Vm1Kkw54JO zk-1I<=aZ7bun;$F6pY(HD_{0;G*(eNo?h3}7>JJX{3Uvc-UW0}q&@%@`cmCz*vo3L zGQ2{(?hSCy>ZG2xxh>nIEz>^v)MrMEzn{i==nvh<%4LA3Xz zM+sj|Z_MlPiz_A53*BL=UzLE9+|aR|Q}HM7$!nyi5@*hfhpu^fw_EW0l0Wfy<6Sro z_>#XgyDL?|>pRWY(Sdz)yFFc3axhsJTZu^aoiq?#@J`q_o7N|t)bl%>_AS@Z2w|3T zN}T7TAAIU}cn}nkdyhCb(>~1`z!ugmZNUta$G3@yveR+mE?T5qWhGG;h;i? zRaDtPHwfdLsc8q#RjhK}_zDHM=TZZSqnA7<*zKG(Pq*X^fi|u)=gmg_ua@-84U_h| zuEB-CJWqU+A4!M1X2Q8>QL`6H1}j`izkX@8l8+Dafg%m2Tqkh5sb^ ze#BcK+*%InSBcj8GcJ^kRC2;@2PNn`)+^PT`CFn=v3MWlf#B;`+0?8ybILeLZf->F z?yu08ua;ujjh%O|@%Vv){sDpM|t4J;B6@T#f*C&ye9tknW zO)3duTO{?i+(eVvO&uewUbK4xIPWYRU2N-(g5|f{DzTznvMFeNdWhaErhO8sZ-P_B z+<0`(9(3rAT}z}>9wu?UdY+A>KYN{A9yUN7kvq0htDwTLk3sW)wG{FNA|C!XUVWXT zoOQTf-Y(gi~ z>A+vSQqlExPi>x@bJk$V@PzK)vqI6ZN;KGr%b|+;sl*II3$rbUWcDy&+$`2tdx62} zAnaFNF+alugX;~(iFyPzlMs!*u%6+?h%~`95V?$>HsMIuLewjsIl!}tj_X~vBFl|H zf9L=+|9Hh}mU5|O^m#a&38IMqRV(70d1)EGUWOUrE z@!g;&OQ@$I-UbeJrz|$=u~NX`Caqh8jxod|c`PU*YsMyemA7U9;IOaQP})kxb+Ma` z`Za&LX-71UvZONO3K0w!mKMUWo`~aA@@qPu%r6LLxf6wXva!Wionvmt(%FECe~}|I z66b9sy`29jeLS@2Lu%4w!kBLUsMWJ%aCU!9PWv27Vf~$6$K2z> z3`yG>&B^uyX7=;3DI2W_I+#EY{&V5RUatCQ-S~l;7mFxjYZk)NHuk>K1ra(I%uO;= zR|OK;hE7&veuN=@XDJRg7f3;onN3suyt{nvP*36@tw+v7d*o1X&((e5{buB1!@P*agpNKFUwo!evA;cDHEl zHavwpK1P!b6fZZ!Xjv84UIgY5p|LKLF{h3Qpos*FDg7pK*k=Mzr9fo{|Z z@E$Iu@E3TUw3$V*)>c(=%uXrhoWZu;DQsM!={fePf zJ$$>hsvJ8(4f;vp^GS9xPsf@f2LgGy-5TSmqoNu(aR>sq4B`H`7VCb*==fSZJ}CkiK`XHg}g2J#YVNbLrd z^ph$I@LEz{+dZpBL)QpBvzBLAK)GnNk?n}^m%B+8MgHtURA=TE3OUc#1!*$EkLch$ zG^yI4(3pVD(1&&C?tmmZrej#P?HaN-c$^*d@oiz?)=dgE8E429KZ1sBV6zZhZE7Pq zny?NnjwEMkU_4j_H&d({p!mPzC?rHX@u0tNO=aHy1l@Y0tLsU3^`}G*;1o<7a-ay@ z?WNT^bgtp zujH?*7N`U7^jxH8S%_V>LqNR_T+4n*VvRaUT?Xl$G0f+)H2{f?}v&65=8popv^ zk56H9B%sf`ise9zr1H>b@*$}mjFqJ)O^dInvGXPbNQIyh3mACXAzrj74Wk+zV}2>D zxll6u{%yWy!vJJ<@z<&=5x8IasijIGz%<0qTnP#=WWK(# zG)adqLh^h%eLrf_oAJ~shQ^wdczb#3J-7}&68BFP>xImO3*p+ch|&>pxP20cz^O%n zp{%BpEgQ%)M%m15qVpd%z+H)#*c`0}lu16+Whv`cV7p#kCGp9R4s5@y2#UUpBW{%? zWxcaDXUazeL@geaJt+LR9R9Z&#r>aK{PQf$#Sn#BP4~-ko&}X@Co+q6QWo(Rg9-_n zB$RA#__PKat)UntO-lu{{?xUm^B2D?{W$Z6+>~A@7_gvL;>Qg4Kk5=MOJKa8G`=+X zP(Xld*}ZK^{fuao!d$-iBAIJScwZ4xg)N)#5SG|CD6U7dlnepPvRa? zvGH_NIU4{)ZM)d+kMdyVKq~n0r5^c6*UagqHoeb`HkI%ih(^LgpUwvgGhSH|X$WAa zyi0EseCVl2Nc<@d&zpU9QhWRd?^o--HQhwFq`uyVjXJmdg|j;4S5SN0x-XJ;L2fA~ zHiV1TM4xYoc!A{sZ{(5%rr<2H2)l(bWevCCa!Fod3;A^H9&IdUBhm3|lDJ^|f|orI zUj+w$nm|X=UBL5ku}aT%Z=5IN_)DYy$(M-|tyxXJHKHA(8B3vadI{7E zEv~x-5f7;6EfqpDYl6+(Jgi`BUq@&s2@4*EqB78)124`*61=)~+X}e9c9#tFG5UIO zts-G~+s|Bs@?C186ISxf!z3{Y2{IYLNO=Aw1{Y zF}-Asu+NnPQE4wbZM8SH5X@d$>=bFHJTg~&L=il&j>1n}O52%ti3^~j>m{&M*g-4R zGiuv1!Aj~0{(@|jxpnVXbgxwDJOG&S(i;YJFd+J|X5OEK0Zg+25DhX{e7NlU1#oh3 zO)~WTc7dbm9Ey4J%ZU<4csx-7$9F{;I-b9H&i7RW8Uq#2^$G`FXl?=+N=*3J{_Vi5 z#ACUdV$B{TN%?W`5M_@cLdH0m=JoxnI8hi7Fy+i$#XnGLX&JbyB4ULe7jH3UN}%Sn z&f-xD9PP9u=Wu;1iS|h#lkj3qAs@`!58r>CWDWu%wHLF2b^O0x)*2^%>5RHr)D%f0 zBN$V2GVHcT+7)78t>5WV}hY`uuot2O8I3h z4YGU&qO^2?G@~Vum_V8SY%RzOQ+}{PLX#N)x&cn*$=fhT$XEnU{JIvz*5ZkW?mq8| z&R;yN_1TF`V4$I{eA$)7iN1LtuAWUR-ds@$$wz{verXF^bIsMdQJYeR$0wa74l4+URMGsCTVupYt>UzOv$<4 zbDHBxUk*5=-ZF$HTem(~(I>b$G*Go$E|0-=&tqQ&m$YNLbIX6sdk587dk?}n(wKA~vuPRc6 zJTlFLaEnf^!9jA!r^VuOdbIOjUQ*5Sq9>lA%>8#T<7dYOflk%ZT;dxxw7Jq;4N!G2s~&jSeNp@8A@QDAz`6 zeAa^q@}QK5Sl6Fb0$97K6%^|a|Lq*&fpZ%|kBcA4gy~1o1!}+Tc!&ztf)zc?osl%% zGV_)~*33ipK!$8HswOBQS0z~Iv(>=^vFn&7OOG?^7Gbitq|T~R>NwxsQ{Z{R5Z^Q5 za!`u1UV5Z&v&q6V*Mnt0E+|(Cj)`FR7&dUjs7A@E)2Bt3KxQkMe55T82k=N4=sV9- z{{@x9xB&`dAXty~n6cDX@);0T@acT;8M)8fCED((7roY0RsxnCHW;?a;>vQ!S`rFv z8jie<)i$}KO32xMkQj4QOegCNHBFM&f0@JpwZy`t`N@8z&CVSH(=xy`iSL#jb}vnR zz;2gFe-8F7e0oWo&cUWOJs?k-7nscr6`Wugb1D#3g-P)kFWEDLB@}#2Zif{5XdMZV zAO-Fy`RE_7J*u{FGL)`ju)ns>`PycAv*Di3bf4W#`ap56kijW1Xq4(=M(77Gr=9s1>WzyG~?@|;bwo6Y8& z*?HfYb7qFTUt+L#v5Zc7%~kUCnrkk1$#3IaR*V|`Wbjx}a*UpPnP+WYox$GIt~M?O zZV7L4jN!!&Y*iz0&QaQ-vu8i91r8{jtN$>fZ#3H4;`f=bmwdFoYD~dQ`1$=84K?zS zx(@ef4Y0d`WW{+Fy|*bQ&1Z^aCX3?p?OX{$(&rGruhvBH3s$PTNcJF=!v51*3^G;! z4A&7or^1z^`96G-Sm;@W_z4zyRFQjBNu`QALz$b53(ENcAyQAduK}q-L%ivr6zq_k6 zWBEbtX^X}K5}$GKZ-f%e?>R^v4zBV6zN=zkuVSp^NClktWUW@cV+2yfYBG=gDugTu zQ_Z_-<9Yfg!a%#Nc+%=qAuU|KhsdP3tRc0e_5nIb@9T*DUpPd0)wi-HeLuxwkfdy4 zDcE3+y!Bx-%~e!rPhonA?tGn;%>WLammZ7pA9dvb@_t8*75*Usk25}h4n(edoLt@N z4MuFH1mN!$NoI13)qBUMk!%`$YMFhL3&=Y!~14!pf{I94~kuxendsb3F{B=rLfl?$1Gn#=9rjRJSF<5bkoWy3sQL74LTGb+p+JW3)+UK$Ha@0%0jG2=Xws7P1@!gMUC7&VRZ7PuJSat9Mh`Lhn%yb80kA4hp<4 zeG(}BvxOug%d8iadx&ju_=j<}xlXbK8!v0|?=h)2ko*O=2Z+%Lf`LJ_kjyq?+(6zK+`H zCVZ~w)qq(?#Vw7drD79nrywaUR?JaZRV0X+2s9v~AnxwJ2~k6Yq%9KsHs!Cnfdx>(v(i8)z) zPTVgXYNcQ+1bGC85IuzpUS?WcRq8AkY*Z(l#^i0Hv1&Gl2HNjeDJ=v-?M<=P9fE=1 zfm%4ti8R?6p?QYh^xRG;D_7}zv!E&q-r+;leeQ3Q?5R@u+qtnEBy8z+02m7YHJcEP z+#D$H8pGY*p`pQfn>$JRc}PcwxlpRILH?#qsixi#3I@wWeqU=7M!A=@(FR2`OJ0Sx zMRP2$Q;{tbQbf?KTu1k=Z-9LD@>tF2Z{uV~`3MmQyy=3BrIU)hlVaIhgTA`3IZ30r z@u^~)hxEQbQ`2K3IoR*?VNh=Zd686@LH4_M>{@XEc}g+_)jhio<cvTkA$Vs#M#aE2 zG;hfJQ=FG@1sJYj!pVkT{cbhsX4VY2?8KK)?1fUcEHT%$9(euUAH!9}sHXWfoO@Ho zWIhzxNkj@imao$sGn3R^z?f5In%)fVJn1aypCPj2@`#<3?(Y&lVoT)XDp zLWlW%uS%!3oE~kC6iZavC~_ObsDBl9?ET3X^D)p8IJlUuvVNfYhuyWiY*qh3!1GCU zH*+mw%LD^U2HvL^wfS!RV+E+6r)SOJdv47&S;H{l7=gHtt5Rb1;&849XF}2tv5KnX za>{rNP(0Zwtdad<+{2~`a+{V#4HbJCiz#3CzF0f;iJr-76pM^prK6&>Z|pr8`~(-S zNTPbjjYJz$E!bxYJrO|(>)>mWRvUCl%NbQOInWSWs|~MmuXt8pr~;%EJ|VDkuwwLE z=Tq|>dPvAe(&yXKv3b=5s#uQ_BjVg*9nJ-Jzv8ofdfCG zLKbRuT{SDOf0_3G%-ABzbvVs(DpzMJM1;5`ZC7VDIdSJ6!+O_y?bC=^oJrD%V!q`VAb(qo>E+(%}6vQLkje3LXdQjZ|%WYt>}0&-Tl2Pmo*|y=|jSO zO?S7u!QVw+N3=WlKY;2)NEw|n4u~LSLrO6$Qz&RsYy7=h`$fHWF?rF zmLqvIsd5NIMN{QwHO8)HA>TWatB`qP&!RV18E`2IXlu3z?a_t&E*Q#l=n5&RqE-fw zdL*w>x`FM*o7f~Ua?1hK)$>4>lgTjJ=x+(kRuuTe;>h{>2sP1F#se8}3`M2HrJtHQ zB*zYt@Dkj38go6N&2`{`dki|Cs}Yb^A74UHgpeQ7`cDOtzqKVwM|g3%0E=(-=hq1hB(R23l$ zH(hqjTQQY$x(x;ZGb1IegK}JCmjCF~fIrAfx&Pa^z^u?xbH_&w@*T$*M*3?Y=gJs} zxdu9K#Vs)CoEW5o?7ym9EOjA1mPX`#`A{3w{(kuv@Wodxzsf}pE@!Y+8K)?N@zcOD zLrDzSIdKl572;51d#)Yhp};q2TC~F1GqG$+e4M{K1Y5_x>1H|d{4I((UVS_M`}8X7 zJ1{ojN}zf(0sLhZ{OYXGJWyYD_;^R9Vn?AkBgwZt+V?<~%5kh(TeBNu(#@(#prM&Y zxHGAgs_SIN8ev+<)CPf+-(eZ_CEf1_l0)zL*NdojM4;e@60NIH;CB@k4Qz8HuAew; zHN8@})>|)NRwa#1r<=5VWo%<^w4hQn(E=%zaM&bXJtETsx%vWJ9qgrNxcE*5x!ih7Gpu25L%6I?!5Y|15J&25p-@IzsaLoBT*7fKUOK(vPG z4|{e>0v(z~=gLpIm>^|l+R{nohz*I-zDzj{jWC&Kzj_lr+Jy{Jk zqIKf;66Ppe%Z}t~lk7ndZQkZhbvv&GQsh)}bjA?_@JvTA^`TyKC{~>IN}*Jzy==>q zYH*r-W$Tf9l{HDK{CaA$Z+p!3vg+MoSy+HR>JxtlL!Myt4UJbwRcoClDtJ8W4|~!TpGB#&A|^7$7SuS*@W=XRf+!ox#r-Afkb#xJN3u_En1@>wBg?0hntPu)kQT z9oU|SC1hSMI`yNRkSG1uqu{&u0$FrxLy2XS0BWk<93_5Pw96N2ROs)1P?W?FKOS~)f{ z!)!5a1W@k9NPSROBBl>cBT9bLyik5wze@Z*N z^8RkkM)UcoJwzmp#Qdl-_vn4b;9?AhXllmEb-zD5e|&WUe=M^I#9F;o3nhf zVPx^Os_`208{q9KeSagJqRfMFo$|q{dhT8T1T0YcTP#{zGpVr7%05fiqYWi1XXoD8 ztdYF;jX;#uxO^@OO#3cSClTmf880UG>Jma6I7oQ?xaSG@48u&FfFnqBx(*$qN(Ir{ zP3d78)7#+FItB*`o3qQxSFg)t8D9+GEwxSA;}8|7(i-;Scs~N)mPU)x5i>*&pvVmO zKk+{UdssQPX_xp-q$qBP`VdjBSqilOMUd}k^;acTCUTi0nU4IR_DnBpJ(}d&jH@<# z=$lTnNPHMHu$kZXdeix}^Tbpe&}&-0tj!MzH6}?TX{eY9wARGX@sER;W*027v|A%h zPtwGc=sRf8SG|P_`HE>$I;(n4+SvuZQAt$czSu~EXC$8@$_qqfQ7jMqYNtD5tw*_5 zf$G*PF@s_=9G7g06Cu8}N#w>R`^wi{HEWSMh+xuFn3g@x=72)n7)?;ubuX9bz5+M7 ztuJN*vh!ntswTaz@V*hpyv8(gvGh3eDnHF@A8{x>dZJ1ykcm4HvVa9oKJ`h+B>iL$ zU;VTSXO5m#z1uORT6ohT10YjPF_%Gk0LXJu-~g1kw@T*j@|-hJ{cktg(rV?TKLa(-U08=yz7g)cyzN>!-dvdL&Pb37$gD_c! z(HoB?V&bScW5(3hF^;1Y`d9yB?W{fJ0$|Up2VoW4bp%>%7=O1qEJ@qtV|$no{eLIJ zz|`WkS;FaA`zg}%6gdM9e(r-3+}YF z*F<9YBI!zSy;->o;SY5T8o6PXrxbehXV;Suj$UfS*)#+4tU)sanm=0gZkID!%u_jn`JhK<+r_RC4B(XNe@SdWI6kkDHVy4rTruN2A!sG9^ z*c3B%Ruw5P0{Q3y^@YG9g@=){anc64hdc*Fk9@2mHDeOp;+DnRaw_AA6E<)7+rea1 zftpcb4(a`VB_~SQdfNNT4ynD7G4)lQ%U-#0g z9EU8HhIz+gyU>|bE-E9oEaBaDGm*p4(@(vWl|S3@Lj*qYf0iu(C0u%`af2)D$9=Hc z4x2QXJTczfc~!)|)hZColg!sQfMPIqpj~rTP5wd%jyW`>QXk=0>Gbtuo_~JA3l(qzgE+t}DM4m^{c27j$e7Y8oi-ptyjF^DmAD71J&IQ~;xAkB4BgN4$ zJxXB?piPpZYiEeXaADb+em$D=lUDHC(dWxJZILHwG_rk!pL(q4HKQMmBOb2^xUlQc<{lAKum%v7 zloZf7;7g9t*j6ommBVqy&*6qUupnKez|LCY>qKy#K~&NyQF6dXL)_mLQAN2Ua#kBu zoNbQq!>y?#-vd*Et#i%P@>gynW~dN$!LsY^4rCCBn4Kp|h~{NU8-NlnrB?-CIO_-r zG~wQPiq1tg|J15l%mPi&Y!0I8LhA3fOP6j8yPxpVpG8{*>b=eu$~`MVzT`=A&uv2^ z5mOsJ$<&J8SzH98DBSP(7D$2dHg>re`@9mqibn?P{plAsJ%qeZL^L9z#J$@AM7a0( zZ&9S)~c!3vQC5bLCFY$8NYLre6Y02;W6m4ksl9sp!!acOm`A!N~S>TuOiVH zPZmYw%I!Y@jlV&9YBO90A1mOb1_k~ue4}c`Tw7|#yUD6+?6&HE)Dfs2A+QP~LF|m} zRdqK{{5SoQ^#|pVR#IV6qNIKG5`q2ZFT!Im$u&Mx{rGit4jvixKw^!*K#u;4_-Htz zT2KEZ2aXu4A^hk>;t_5|^rt3#WgJ1Vh+<|I-j4KMYAWFO*VQ~i<|1(1WZcG_m;go- z7Bl`Snt5kZ-IFK{d<&hipjMOooF)xNgNp1lCrVaLheC;gp~H&|s>*GK)$e$WJ%?!4 zPj+#9+Lh(vG=7ysx~M??G&)mGg^6l+&vr9E72+2|hvz^IZir{zB4m42TAzz$;)5HJz!Lwq+Ic5ZcD)mx=uN<5>?06y@i)MJaN)CEJUuOT+hIC6oFhL~uDWSs^l zi^_VmN?US$Tx!R4FAg6HQ5#DmR+dIgOiYOPI@U4ST$~({PgMSmy9ulRmqC0f4y2Zn ziot=ER)D+-3NxB-sdvmKKNC_ljv^R;tp7ZF5*!ptGsPweKUV7_bS)N1 zm2(*G_(DIcH`O~R01xu4jI&xoOR}cu2q1LZI8_YG7tG`~*NH|bI$tN_=zZ4b2Y&D8 zi^!&KGhi?>{tkt^C6QLHEJYYFyEiDws$v1bOVzS@T1LJNhoi0j)roQCuMf%5SRKTpP3Kaw>SJ5OgNNi|Dk0Ok@RMD$Ayuh!W?&UYOGKcL5?EyTN_LvaBnA?v zj$^na9nh5hnhsJ-`^uV?1EkGolpB{dl846MJoWcgR_A$r-$j$piYaFEYVJ6+gwpCe zKl$E6A>w5ipl_kc&&xzL7`E$`i&UI%eJ<|MhQ>+47FXhLuW-zo1()N6R3+BFqyf6t z+?iHg`3^#@Lb}{B5&W{%cVFF0%f{DYfh1|f6b3}4&O#P483QxsKKbPsQ~Ylo|JO0& z417i(#-}O2U0{Jk*G&+n5!qgX5q}`BcbO^ED#s)R9e<=Z_X;KU!rBHdX$Q54z4doP zf6B{3gdS#UfUAB(*tvk_`q`Co@;`vOvzFI0e#ui1ZGyvqNe9NTCH-DC4|ONlpRctU z9V(Su3c;DS%S+o%j%AIX2&H_wgG?)$r3B+qyIsaGYNnQ?#yrn~eD$Q!Gig>eN7|jT ziR9B@{4pn3}>!Q#MfQh=U^ZWPGq*v0?OY{uizuL zd6WOX@r&pMt(dFClU4|cX8Uaa%tpn&NiT29ce+msLr(|j<1xura3R83W!z5N`&#dL znotZA2brYKJs`V`o$mh_JIZCh zLlY_CEmk{!tCl+Qm!5y5Qi$$g*7DJIlr!;*k@RL0@d9qGalfC5m4b%H&Tf2HaRW*- z@=8jp{{ZOOfPVmkG@VS9Vyi>=dyKD`*?GE@9IYOb71EhbAKXsy_%c()v9^_XQiH&G zyQ!`o&IKQ+k9<$$FiR5nL7w{;|1ilhjlw6N2$2#WsWq1Z8gq?VIU~YJ{zTrLB$@}_ zpCoX)BD~B`sH%BGC*l1{swhChEPlJq0L%6(yX2;ZZw<7>YSS>?qy0uJvLk}@8yeZe zyAqM%qw9QqFcSDG=gkb~+cO+{=+G|GJvHCCp@ic79Mo_EGt`eX8&**$(_j8=}~ zk#ivu{-s9VYJ{l#-R5^;O%GUQ!b7uSr8KkaKD4;oZ&7dkm z2~(3unnafp76s^y#n8j=Rv{&A1~fr2ll#o zv|+hEp;-@i-35ul0`{NZzg?Antf5Cus=iF{o~`mHue_Z~=^3=7p)@(a;`37SxKL+7 z7nb5BNgDrtR&puZ6IwItx72e!)#}zYfM`dD)}u65Z7__u)944Mt4F(An0al<50ETk zFjJ3~p*OD)dRkB=BsH34_z#d%exUS_h$$s6`+}LnA}o-%6#s{o`h$BuU6I6T9iT^UL40?AXLdIUne$gwy52hugW|~P5%Lc)(?OkNK?yxA zynNCE_HL9j#v-35N%hm5Eq<3Z_$8Trt>spq4OiD3TqGwoTO8I;a%SO=BgZ0=_xj@b z-$g#woVX$U;a;LQSwe&9BmDx}wrxQbf^V14Yxto1cf5B)UleE`ho)aHRl4Rtq$nVa z-TZM~Xj2rfTmAMh_21vfvS}xq-AMzf(>s-4E8+3s#S$a^?AN0y3aEo&B0_ALcf>_>6Bg=VZ@$G2Jxcd=?_d9^^!<^YQhyq zaSj??JT7bI@*Sk&;Jm6nrZcm4FKCuEkx{Xl^+VIp{p8sA0MGZk3YjtNp*iFg8Zo~^ zV@7IJtJ%gONced4HdkCK`dRnW=iIP|Cset!^2W}_SBqLPj7BYlVID}Zz&32vmUhwmzZqRo7jg}FSL<8MAdLv6CjJ`oI*xy z1Wo-e=vMdd7~A)s%Ydr%qVUE0wLjA{#SCV;Oz-#}TeWj{?G*zJ&dCk!w{Q25x5grAke7;46+kllZFbi9V49a_Cd(8Ee*b-_i#)rE zx1_R$YyzXVLt5j7ss!XsW*Gw}C)p3~L8D?TEpJzo9i&hhxwYCr`o$L$)UOo~F5iRT z>BeoB!NZ4>q`!V%1?7Y4p_jzvRmiUN!v&(E0L~qxq@S&ue#&Hy-rI{MUP=m4XL^>{ zML0~YeA_52xNKX2R&8#=*6r-ftlR;F5vvA7!meVX#?Ug5argzx)2@#4LCtS(8x?46 zZIwT8bSuMeg9)LPJ0qWet?+xR)|$S#uS&|a4MwPu$r!Hl|Iwq!c$FAl>wk$sl8};H zV}u~)vWgQ0{kL^t%b`5irjMcfWg-P2jI8MyMOPt`+nikHURUqz*9Y3Ze7nSQO2ljD zg)~q{I}-C#uI-#Hv#VdQLz?zW^UrUIz0zD(4wr=27fc?F)|@>LZZPYwjNFcqT-k5& zf~R7JhB!J$c|hZS;+NCIC2;muWWa`g!MJ{FRZa0j z6<5P8227U?H43;=YHzQru9E=L)wzJL>RFK9>3;xgTB>VFs{j?-OtU%IV-hda-hQyH z0fZ5@z<9E1;!{EHui;WZ;$uARx6O~c%c-QcpgHNWhrIB5Hti$1dq%5uP62uK29IW1 z`OI`F-H3*)MFboY58Z3E)tf!jxdXDw;XzULnG3dAdiaoGyW0A$2N1lAj5f^a{0dXL zlbKgW_vNwr+Nwiv8oP?5}I355)vgv0PzW?;;pcAgm%b!Oj6tC?yf+R{A zDjaaSTN7q5;W6w}WgIV9@&a7ysa^)a=^;0TTszIXV$s(PDB{?Zpx(!Cv4!@#4d*Ku zYJHNlI}^4Quvp$NwTTgXzECfqlhGjPR!gp=Xk@JQ)0=qXo-blHi#;h0n1Y4+Yvdo+ zq4?#yL6y4;N>}WgCDisa^F)6TYy6)a`V0FDZssmN+%|vH!8$Y(Fef2XwxaU8L*JR+ zHQ)I$+lMncT$pQpnGl2dMT+SHDdI!K^j_mEs7&NjqqF9~WshD=I~l8rUNi#ssWcp| zC-QF=7>meJb=rChM4vSh-!V5C`>BXT^7)<7^e7oXJm-^d_Ma=F?64=}1M4sfR1Lac z&gG8Y7jAIIHG`h1TDL&x;-(^SBN}zwE{YWt(=V1^E`Vv@ZaH($`AxNS*{(Y@*ye|q zOGvu7V$6Yro*vpL#zt4^e}E*mEr4E;@dI8zHiMFOwH{H3FN)gaipNbivX}7n3y#FV zlif1kUTJjp!AxJ}b_C=`1)n)ZLU)Km3&Y7Y%g(CTAZLG8yn;z4E}-D=0F_p~0O!6M zC_?9tQ%J%~>dxn!npC`{k#JhVo<3jJ7hMJAUr?O^s`Et4f^&WPs29@ipU4S z2VJJIA)N>6YEo9^{YI|tJM}|Vr^A|m033*9#Og8*_7Er}fm<|+M~syi_QW|NaVyKP z>x+gw)N`$r%}c}JG^Z^X4&}I*p#g^{@%se) z;zZe0iqcA^vUN-z*qufLwi*h8M;h@eZ9K-9QBRI7!0@&XpPCWT&RM=A=+s3druaCf zd`FClkt1UdQFyQ8Kfu$BmD6_Q7Th$*4?5}FEBP1sAFPFw8-Uv^et3*O6yTorTeEc^9cml(CYQD5D* zwN@RTAAYp+AaFdcM2A*%m-8DZ-1j#{&(s&xC0r~JBb1YGGQ2Nno7pC_Blo+0$MpkQ zAFE9Y&Thx9FI>g>BBjvUQj-)47#Sd9l`&IRtKSW=U_9CVP)xr_t$BQKv|F+51sZq%i3L_ zcsb-V$;j3r`Zw*1SXc;vP6FlPk1(RC{?Zh*#xrkjQl7pyrU8)wgmuDIUESPw--@M^J zK!W{Ltu>MG_LoP@hpqdGk}M59rdRD-CAn{k(@VZRa-ht|eM;DS*2UJCQ0q#Zeypm^ zXoTYi&M%G2fFmW2&C6*wv5ILP(se;Z%DfqLR8*yY#Sp2-zoV@)a znz(O7`5tf{3~oTR-L$6s45{&g=V!F~Rf`1ks#eGk4HcmVpB1wdfcq(OCT^3g>BkG? zZ_36{cgSuKyh9{VvuGBhL`+TYc23pDa!~m09+VSIeEKn_v!vI_tqjg9Udf!5?zy7a zjc^Cgs3KJ05TC<#6MxnFOiKbySw3-rC?buwc{|SH>Mbhta4sS|po=)M*egn-o9cHu zz^)3w&A?`BkWJKvP=26+G8AiBWz!#18hV)a+7D*Ad<86G)V%@PxHxWD&k zCxfrxn`%AdH?&KVSVL2&;s{9W`)*Gjv!-5Yuo>5-;BiQ8;`%HLpT z$%){@A~yf4zz?ux-@#F(o_CV}0K9{Z9E_yFoV^Ji9E8d6X#NT4BqsGG6}*|Z^h}e& z54hj-q*U$jN(FD%8qaa~$&Kzi1TAs-r?;?%i;3dC5e)}eSpPI$ zc0P&xsrc-%U)plG8~eQNjP1NFCfa}u5{-7e*1RTO!}G;%>)j&ZM*i6U#5VHSVT~k0 zh+nu;YT%@hq^#B_j(Cqptyo9cMJOgW|1?1FVfxi!0j8k0TleDTUO~NA$$eG0)}N_> zi^eA(MYg3dLBS7Mqa?S(Etf{2bC2~Oeo}-VCz~$J-@SOWNr)74jLG#kXN}sz@&5FZQjb+sF6 z;Sha zlO)RQCR9iP-oSr=XEFjm1?6P%vLSDsEa;r`URY#1=Q&v@Em`i>g{RrBd}|aU!7``A ziuu!j!Ak3d^vA?*mRiK}%>`6RGoaIK#F1H4Nnw5m_p#3cZLq`pVVUw%kK!S46%6KdL9#9-f;kF!O?b*BNkxQHEbII zlu?e_4?k5JX%IXnT;n1i%54+Zs3oMh7ARaApjma%U8Vf?cAOzZ33WlEyb#(A;v#_V4~tBjF3tj z1Kj_3ok|6uL_CH)%Ec>UF~o_)_9>&9XN!j6fc4hgM|5$Ubs1*v@7S-Du3$UURR#~X zcU0CD&^Pw*d9v7&)yaO`9~Ol5Sh(g~o6SL2;Sq)s+lXjsfZ)tO09FkhR|o`;QR;MeaENdo&G5f-E z{s)NQ%0%z}P~_g}b2X9gd^9D@w!-saKNg~NEKaz>obZ8E56X-Dh)#NfJ0$Sj$u(sEC4nZE&%_3 zk_-c|v2n2eH^=aQ8HRf(Cy)MLj^Wo4rRo2dWSH_F;OOwVC}#G!dvxR1pfz`UWy zFvXmIfL=`LEz#3(jM+nrIjqhigfJdqOo8HkuhE-S|M%#nWyBLZRIbPvM#i5-k*P6t zU&K$T>lyq5L`z#+IM>oCe=ygR4jO9|@u5GiWn2G4So`F4CZSmN*H31h>Zfk&ck!~A zO4_&#m6QscYGl6{{$gzyV^!pFxK;813Om03)?t`U**&NPX(SbXf9Lo<+xVku#TzX( zpFQyo3u5}GP{JRbNkp;uRy-)LWrtvomN&)$J68yKM%FIWuiTn8OxHvc5K+C-!FfeU z?28p)Za|;=hHKU5`-fH1Z{{XM{w{$%*pV8!ATrgM7P$sSC@ou3J7|b!*A*o7v2fEW zQCN7yEa!=KE}Cw{=u0ZWH*KT0&DE}wA}r0QV|wCAo)+e8J?+%L!!SJ&B>92Q#Nl7s zwpdlfj?dJrSfa*;7wH32GxF&9Kfv83-Y?8;+xbUtkNr-?kY`ea{U5*~UfWSjiORT* zGUeHGm6X-D)UGo@EzH*XI2OlT0{k7?_R@wHCYdux5W48sQ}p*eK{Cvez?kMz|0j`O zOMyClADyR+xaf1^MVh;1;UreK10~TK=3&fSwDHm5L&2q|3lwecm>U|QF+x-QH*gKn z_l1WV6f?V{Me*h*1hC3T^3ytd-X_CwqT{ElVH3yH03?-}(9EqP%js<+Mu}HmT#$z>E z@~yOvr@Py=^n{h7d{Tbg9B4xLCrr5ty+CP!B zzRCYFfG0?kISI9!qi$_lU89?!Hl@C;l&&dL>FE!^TD>P&-NEn1;&k@*Yh#q%v81 z_}*}5hWX2PCYVZQSIz$b?f(F0Srm8d514WXM;}g&x^FSNV~i@av#x4h4TQOy)L>p` ze#-)x)R0m{5#j4y%4w5x!QTeP_06dsU-bb@bmCvIOp6-CbLl z07ji(59fE`4c)$3jBN6*WJfhi6V=Qh(c=bF+t?! zO=MO(LofUI+>+e4298-YF1thhNWuoC``u|vyxI?~q(Y243`A~r!8dKbR*>et?l*gF zDK~@k{iUvEUN^gjrp+gQGmQsi)_zN0T5uZbJ0iLSw|b9f>geXeZgvCf%0<*tSL1ta z>e~;chy#Abtk*mbp9jXb+$zgPQ6*duq;AGukK?V0Ff(a%(5zQ~s=1dxBv5(42c+Py zD&=P7bpADAbfVUG4hbL4v@|0ISHpl@GHl=(I-9i5x8F$CLqv>DJ0G8A)rXvJwia`f-D~5ni9&yvkUxCr z+I&JJ{i69Ib{*zXOBvdJ8R~rQ9J=@}BD}vi@zd4-iw7n$+S|$Fb~rxyuhBx?oWiE# zl7Td>-DvU!pREn}N zRPFq+db+HCx#ig(&DR>8&r|;ZdCZ7f0PEGP<0q6$2ZGCCE6mT04QLqLe(e)_ zy0}ZsA#diSVsFDd;OMb}>RXeECKz{qEy^ zBi~nt#T%Edse|{8LHp4Pa#vibB`tKVbHnl~e$HmoGab=Qf6R%7KX`TOewn?%g(8OJ z+eLQ9O=uu<+Bc3_mG8XrMXZkL?J7?d)}M=fSTCO1$4c_$X)NpJ2N#Os6IguurNuPm zF*XRBbT}Q;?aeCKf>tD5%ar$bnA8;u;=lX&HIQ5O!`OaM(QicGiW? z9$6;7v!FZRCsM^^A|x?)h=7nFuoi`;vs6vbWbV0?=Y*wyvP#K{_u1DX#Phw}^hAjW zOsOKX>^jY}2)C6Xbv0Cm&68%L{?d69ZdLa5jL9evp0;&4B?xHWl*(Z=FP>V;D&o7V z)H=~Ng@|U~4Ik3|f+j$c#^HFSb`*dwY@d4oUitnE~eG~#@zTlS}#~9xM z>&pmqe@d^C(bxVMJpT9v$me{z1}!yC4p^OGn00ZuTO*}3U?8ExIA$g5RJ^!?9_bL|I}HzP7R9>1S!X3kQ7z0P9__;hi}2;cpa zvngd)GmKuUc$`)WGZsr_5egSxk!EGHanpFLGoSbvv2=B=$zf)!#p_ zEvb+5t3I-zc9dVUgS_i~I_R@lCAWur=gNfp_-_O53&p+rW1m_y=1su7EZEW5AeD-^~hPK>dR|%H{FDK004)=$c z$D;YXI|m*R0?GI24XfXz@>k*n8n?aIndl$S7?bvH@JW~%>lYI&L*Mi22uYoCtN1@Y z>f}07{wNvDIuNzYG#*vzD01OJ6CcgJFlDi-B|%~mFWc8?Z$|9;k_m}u0;y#Tosz4m z_#Z@g&Wxq%m%Cw~9qX_4bb0KxSue5t{H@Rz_1y-0Hv{V2U>0`wCev_g>sMF#lK=0u z#c-yFP5eFEFSK93%WT}MPDnu=L7v0s58r-190}t?R4RuPs;4 z9Z$Ee#@T?*j{HE`UkT#gxe7IY^?~KM%K4?{q^`L!v}k|)w15`_I~de7?9=#$(dU+c z4=?W|h5oV>4VSvr9Gr1)Pp~}WvG2E*+dh<=_5G{)ah>XTP!|#RvVCU>xjb0(COF?~ z_xB$J7K{HQu{}KIQ@KZ~c(ctc(QB{|rq?=n)$D4yD`IYDmjT$f>>YpUYBpIzdS||L zTHQ>Q66e6Mp>ggt)zy2Wf>bJ<}pg_~h_$g-V>-#3bb)CQ1+3ttPrJAGtRJmMGaCo5f9;1iWQAf-r(VoI_BZ`CA1L zY_889rI+}Iuk-y!Uc0*n`q7DROLcZXO`Tp|?(NVPw=ARY)~V7I`xzh7kn2`TpZYi6 zaASN2%UwwN{E*SX?eXgIF3F4h-YdB%M0G>PVC$I2NSyGo4mTmdGR0EM|yTic2&!Zz7tC5!JGM8?pIZSQF`s) zDk$~|n8@|#D#oddujf;9hjp&KHkMRnYjs5U_xVM(aNQrvw>CI{xm;vKr|xK%EHlRK zpwTYN3OnUG6t5M{Su$X^&5^jkYN&m}mBL7eI&|!Sw3q9|>IA%s-pQ9_YB4q;Q~&ss z^e^YWa?`H7QP9vu9XVJcyMTPP#?A3hJILIIdGqU!G@Gv|BqHB$S4*{>eYQVgNoo%X z`092M^Gx67O$b$e#h;EIzz6R%S$Elerd5WeI0}N^XVcZwRfhQfj>VO|B?l5aXKi6j(>&L=fxH{UslH=dFY~7+9OSrl^$~ zbY&LP{kgQ^Q;Mb7V}X?DR(JlbRGZ4WGgdH9s$79%Tx)Gp@!!8~S>_K4-?yi2f{!Cy zhDeTLChK&6P0Cs(G;p&dw}k$gY1nJLiD+EeQ|8VnQmVQn*EUgX%*A<7>Iaz5%(d=s zyhMgKW?Oq~RKBF#DLsDvwMYe$VcEf=o9nqVIrq9I@d{QZOk>O1z^YoIv1-XB@;gM6 zz`D;Zg{?o zxo$jedzUurEAh5BKDfY9hn>oou#WaueOXV-q=O|ooW0Ehuy^9K4)=lilAt7Cgk5Ef zv3+ZcQuzM>cR+~0HSYJ+$2VU7p|wW+PHx|pUST}d@5?5mtDmwfq`PYA>z2ERi`Qtg zWutxy6$gUy1_JYcmeB>TS*M4F8u!H@AX$8Gx|)js(&9?mZ%*Gtr>Crbve$cJ35%88V3k_DdASa@4L{2Y0;(E zm}+uA!=%?>f;K-sM{`w=JFW~VuJCi^gI+cdr&uq>jDE7OUaz#Sv30|w3f}ls)Iyej`9+JQngXIT2|>%5p30iY;!>COLpJY0uIEkFX1YH1~@NsX^|IpxaF6R5Sgw}xHQyg?i##9L*jnW7pemF@$aYws%c#}hG_7djJC_a* z9v#ZbNqK6X+)dt!==IVSVgNSqaTIwA;?(`6U6Tv>v__3TN9cjnPzHHHEW~d&hw*ab zuKxf@L>e0E(0wCk0>GNE0cz36e$mveTy|s-6AG_4(HNCS9*5df;vU5mDhzvHstpqZ zZW&r*B5BInyN#whxIah;XtnXt#L=}>+0+tMn*MOYP7G4MLiEPU;jyi|8?#0ai^q3R zZoK{Wh;TW6MMFcyaanA?q{SUtKEzX60A>5R{gSRnHNW2(d9uCY4Hln{upkTcaCL<$ zI6aQBHIrUEXb97U29}Rr6H~9^Xxc*RqO~aI3_5IiIi}+~{{Up8;|KjB=$fLbIl$$; z9w}16@AhD;YtBAQL^pe$9%hag%bnu-2Mu)Th};&l5Nq-^&PFC%p~3Q)at^D|~wmiFX} zX&1fySUL`t!p-%5$*&1?eMDU*b;Px4wf)Q8D_@7hsA|(=PtrSFt)#iJ(Uo;EtRqo+&^dNRp~n?w|upZ9CRhqs{Uj`j@@ycRIj6Ba7dxIt3Gwgd87Bc&mIhS9>Cq znSi?eI*1uh^(Aey0EK~Zv#$a8OXqOfbb`dxM_Sb&a}39Rnt39WYjEz@n45XIc_FQ% z9r$%MQ>(Mm;Cou$I}xpo3!%XX81>fht+6;6s z>x~8xcz54{i#b>J{h{bjuHZma&aDrUaYr}5ELWoQUjG2(IGQ-GgjS-CKhEMUi9@&P zEzR(E;ncCl(`w>3l7pQxe$tyaQ+S3OBJJPlJ4TTXk zhY(sR3hccR8i}aeuDrw)6e^q?pHLn}xE#DWfuylF@%$oya$@@s`o|B0sz(ZFZ{zt( zqLFi8>z8vQ23ivNWy44{G|J*y>{p58V9R$~ZP;;|n;~Qn9z?d*QQ;psW``*X8)MtG zyBes4FFTMccD20GtTKVS9ef?2YmT>Xs8;bi-HWq>Ypih*r3e1Afq+q<@qbXDD^O|R zaRV%9`8+#_+N{gZJxUQ;xc>k;f}L%iwnzmniZR#i4c5TBp@rhl%k+S06c7lj$TvS| z3uUR&^@kwo^gpCIH$er0@^#nkF5a^J5Tq6QL+Jv*bT;Y%SH64-`%Oc2e0Kt`G!5Lq zQgT&k$m_Y2eNImlWH(xFxcv~TH-Ia_TGDDSaATF!X%&3Fg>eNi!i@)UH8tq`AGoTP zuJp|ch4a(lUl6@#jXC|0p2@3?>YNYmV5X3b_@^ZF%ngF8}bNMXRChP zZg_mpq-qPQ#qW$DSE;{B9)MT@Oa`CsWv&?~KWsj3y`UYBiQ*?((cZl<85_ahsAFmT znxhreHbj_1;CG4+Zid|)O7xd%_Mnt*B;e(Rmyz=eDTr8lca{u%lpRAu*(bPbS=Ivd zaGV~fEsg}yi85wJoE=yJ@=$odWHsU%ML=jUgBMlTp985upz?7G(M6@&^aQ;suJmyG zK^aD?+(_73zEVhOqj_NB&duuW+o^KdosGa<#n-1Dp|inTwim)|8Cj;V5Cj0D*{-=V z(r6x~9*ZUEs|DHi?lQ5p>>#ffK(9j_K6!U@s-n)KgdHop#`OV0du5s+J8+ppSc+im@wqNx^?wAJtWLlD%bxF9o@ z3VcWH5je_nHxwCrAD>+&v^Faq5EmwDmYjakR%Alh4S`%cev;570r5c4Oo^UD_Kt0M zCr0=F%IzaPvqw>t-UXr@TkhdCO3r|_d#4@~&Y5H{#YeT_$urm5(fnzyC^g*22 zVl+7sYgHSV4cFYyP1=g3+*`3ls-YP73fbO3Lx^{?HM-#Qy*xsX>Q6XmX87u44Ti@(CQ7~}HS%{9I@C7a z+(gR@G4J8j1T4yZCTZ1e#}Do{XysRqRJV-{PQOz%sgAfmajmCVzzNmgzaF9noJ~#0 zq0!yfx9&7k&UU~x2EN2|8Z8BTpJpK7PP_KGg$U#UXGpsMw@0aTg8 z-^1+~e?hz+7xq4p3kt*35ZTTHyetDgGpQCsf*h zqrcx50CP>G0jYtknm(fnQN`Z>0D~-VZ7|XEbGrfKTW8^5CPT&xt`Ts-_teNdhq6?H z@8}vniMYi>ZeXi7Wb=8JJ0R??&q;Zft7UP1B*U@K?uXN>UB@g-$!%tyQ>C+`vDJhu zn9?N*<>CBwmR8f1HKiJY-Gh#uOIC~?F@Ne=MaG$-iWo#GGUv*SYjVjSKfEcU4OUdq za)X;!N;0vlCEsuYhepe=@|gNM~B@r7E|=3+RpdtzKKL!O@dhHE_iz0Qcm-+j84puV)e zykm2PdwZeh-ST%6(3qR`+$9Fz9{YiesC(zeX65EQ9m3qTTs(b{&0Gpi-sMR--{_bo zW$8a@f?-$wuBGkEw-ESB0KYGq`#`84lI{RYuu;(GsAuc*_U+v4o4&RrH)44cP}=Rs z7fFPyzbgD7d5g!65UQK6mG{d=C$h=$fLf@O@JZFhp8o*f5eALjUrroaR~wc2z+I}% zd$eWFp9fD+?HglVvY}aPNvdL-(O`KWTu@$z92fOkWR= zQt^Y4$4+A39&^(3+-O|#+^t^XDYAo6-0!JcaGTsUvPV+-^mM@YkF;ysd-$_?Dx)mb=k%2Y$*uRoRNZa*W{o$#<%`Z8 zhcR#iov*LnW$QuOJr~8;nv55#)Zy6q3QPI|O*c?i0|y5>9dLQ%cP^_VSI zW%NCw1{gW6nblp@ax`NgP76TO^@xoqm0a~lgQp!AP;kt6bi%E*y`W1?17p`HrzsA* zTw@0?v~i=i(uY;=uXhI$W#ySj(K z`_D&RyrkV4z2B^A(?w!bETlfM`_4uJz6)eU=P{oUP1`Lk+#h&1=I`Q=0JzgS@<7>o zzK7Z^%?s#*Zo~L_Ah5BZ@o0cJn(I9*HX+IPMn%;b{i8z$ZF0e=takmnmO;r2E#Px0 z7j1dt9lMQy+tsx0XdGUX5;vQL8w1k22pTU34(G1nuNLU=;pS&csK_@s!>Rod8Xe3u>5eX}S=MWHUETEn&Xd{XaSAc58#1M;>DmK(rQzm^@2X8e z+~QM7s;#*2%~n2OygTj|4xY~d#kRq8u4sX;qPJ@XMT@2Pb20^-%nvXHS2%6^Bgh87 z!$>V^w{Fr#d8$pTmlHz`9ymy}isr6PUgFf(Tqgb`wE~KLuU;nLH_8i3%aYSW4vy(7 zKPiE%37T?q46;^qZ=>xSZaC+~if6Mn@9PS)RolQo*~s@FybEPJEL_CYOSlz<>e`ar z9CI;c4UAjZIfF7cy8_tMZU-s5$Uv0r9Ik4heL{;;#cSEz(W5Nt@%u|Gs%mBB?qY(kW$UsW^$K%Kh4tgy(`zp0w=)|Kd*p!; zGdp(i?k$ee^KnKorOzQKp^092mywdMzepOk4txzdh->O|^zIDnsoQH%8k-FskzLPD zTnT)J{aIYabuGT&VvCpk8M`r}F&3uxat4XFr!oNOcs3p-0UW^POVhXmGpVdOk7!+e zn{5e({ihwGdrtiz7f{S1%pdNUhnZQu;J6mEed4YietGvdzAOPw7mDkwrxC&nojwZd z4RZzm=S9RZ)d2%&h9}o(58MYmGfw@kE6?QnY?bK6k!F1$Cy@u>TN*S=(?ev<^ z1HpNFfUgSK;Yx1N!^8^_@h9`FENQ3N!=w$NxuLxw%7(9l_Y(~bnnupxsL?^-L}@?8 zjGM1ly~=iqyO%b*r!Xz*j{P$fb6dICPCA;hnbNh(_J&4}!r%aQF>f``Q(ps@uI2#t zW#R9+Ye$+xSGj=RJKQ;lu_H=~wwLt?Ri=f!Jc&5A?()600)%=Sv6s8sui7|GKOR^b z=c)33qBadDJRiA&nU_7GxE0%IWY0CN@JejXtG*T(7oQH#hfx~vHt_0JZyq{cA}FIn z$8S(0*clqw;wG3ly-x1CfSN%~9$pTmF0X?_iB3vgw>vz+qi++JQreP$XLJ$1M_+2i zom#$MtPi2>jnu7W`e0K307^<=G?yL|TlCJJW`uTTjtE6q!-JRFW<4dfF#4My(U`2M zaPJ2xK)h`W&r$PVwK1o{2r^|>obWlEx9&_FL-VtMx{;*jd#>>^>esmU<`;FE-n3>3 zsd(I_-Ja)vX_FR)=0pfMydsUQXP@q8GbB@74jwQ@5lh*Q723 zb;PYCOp|@cp94WNsgTn{ zV`^~@1%bvkDFLs#Y+=V$*N4RpMG-=Z99pDb4xb2;tvqHNfg$ymt>iHuu)@H+^H7ZGEgFLs8aFA zSQ(_Jqeg197mEfW%+-A7SI624|hGX}2mg)vy4=-}}P)tLi333lcYs zdqQxQ+$%khfa zC2d=t`f|*hjw$5nnZ#ji{JKhPN+v7dl$EW+w1osR<63$^!MRm}1dV;14=@xfy6{D+ zy)M6b*K_5>6t^||AJzpd;5OE%mjntpuD^JjGOcoUvQ?L_9g?8S18%=*xN^Hda}8fj zA}1uNS6tL(>TyR5h{>yO=SW;MgJ|5*WTOMLJHuA!aUl41AK5B-wDp{~v?^H5IOyU7tPU|j!`E;DzFa$?9mRA* zO6^^^Qp1Lfa%?;5Yz}tU1DG$0cI9&ygx03-R}hmcYjbrr8a;2cr;}NEC#oOtb5pi$ z@qIDXmv@HhUZv6n4$I34TucDU`>~8ht~0ph8rtx~E~TSK=^Pd1cGtv>WtLX1AA|;} ztEWyKN;A0tm!mtuRd^uLo+vkU0g4OA+Go9hzA;ti8d4PR^rP9HwQ$p2!#$Bv+ z@^bq`c*2eurvoW(yTJKJOi^bmx!k6y;T?==IXf$dqy=p2PLK*hvd0_*1y#07pdDOy z1mvm|wZYdMLhnhfy>j%{^Kf+|N`qrqEm(QiUe4irrQ~W3F>q5wiN{f?FIB*E1*uh| z)DkkGONu&1GZ|gBNG8A)fv8QzGVXG~uLkhzd~qQII@oroXl>m$p|Y@NEuIYo`bvA~ zaCO&mwwt;g^$I4K=;yZv@<}Q;IhpyOd(L@OJSr$6zShrZ6c^4iDTwRmPCl z^&)Vy@_^hL9Cb8c>DLS>!QAQ3`7{|A#yTLeqk5HGGmLfM*@K-cgC=(FIXn1p#mL_3 z3$w3X9L<^VyKw25@&-Q8vbJft(adr-IXmtvr(R8q zs|U&*j9Z}PVK$E+OkGm#--uFbRJd~BvG)uJr4Vll6${grQ=TEF@Re`YxMe$HIyrYJ zE>?y+@ONs?*+2yS29z0H)X~|0*j^BCPpVa_vnV$YfRT%$c?4IodQ9g zWFGqpRg>)ysC5wC+`~HWW5*9jp@Btep7=(s#|5)8bOB2mw{ZhFUW*0mFcf902yd)K z7|Uf!f{BIFDRML zVgwG&a_^~T1yJKwE#tJ-5rdJ@a}~pDzQQOxCVtMlnAI>i>GXqZs(~pBla5yr3^dWk zpYaCJQP?+oismcunuFkjVP;1@XlVIc!WBZEo_Hg6Y|Gq{Ra#W)Yq+xAyY3bjT8=q8 zg_ODt_y*5$v#j2SyR^KhQ0ZQONnplm8ag8G%D{E(`%D_(Fy;C}!$StZ+=o}WElv(% zi@~mJ?Tb+m3!ekmNtIx5%{T~mEw8HBaFk*BLMs4m=pnFBVAH_BF8Nk_b<$dZT8(@J zI^19Sl?r$A{U3mBx;K$yuTgE zj7GJ%A;{sx*?TB)F`k$l~!T~{+L{a0WG$Uf~F}Pach4w#4Z9#iE2GK-YJiJ4VA055Nn0fFb z#_JQ7wfjb{<5yR4s2xsuK>B>Yxpm?$uP<@0Nvp}+Lip^)UOan_aou(8+^u)J>D;43 zr_SO!uJ@UM(RR0bC8=uSZ)L8=nau1%)Cdj!gyWRln)^7KOo$9>5FHpO2 zU)=5@meI=TcxHzg#*ZQ`TXA+fZwWHlXhBM#28docvw?>|OEkYp7Bc8=>2NBsmz%@i zP#p4iUETLI2CHOvI*Yd*r;Zg}W5vRAy`5h~ybI|WA=Jjv?UFzC1ganGIia8A}@)Jwt7E9lLmU0(9u?^1vG#bJPm>t@k4(ySBCft#vkf zAWKn$hhcY)uDq{Uw>81=Cb6Nd>Eg*%9ezZ(Ba*!`yjfcN)^EtFN+P~%fx{xxP11;( zfIJQoD$}=Pv>~8SHu^#1k7D9bID(tDL@Y_L3N34<6LQQ&wt&bwVW$vp$7;HrrB}Gu z24`>L9?}y6{{V!c({AS(xSlz7lMRyw{U>4p>Tsum3*T1>2+0PGVd2cK;3;3vjspeZ z4e~mO7Z6ZjSD3l8rB}`!;k((ZQ-U3VZ?lL@71kNH*Tm#UE5jD+;!Mp{*DJ2bfWff4 zwUAwF=gdp&oSwn5FL;9&rQftR9h_K+Kj+!-Hi2h3Zz_IGk1i#eZ0vHi1o!5F>-`-I%po0%7g+ zlsPf}FStBlz4shIifMI+q)}Vc9G$5eUM>OfaXE9t8wZFTEr)K=%rU}NIOu{b9)8=9 zC?*;!vGtBB=ZijjLl#)d2aE{uK18)I{twW*m z@^kvjC|27YNQ-zHYhn3HfY9k(!IxwBj8xQh#A3UB!ARn_9Ywa=2VJm>o!xT>l@2<9 zCfDG102a=UVW3=F!Ib9<9 zw;R4qA$LxG$9+JvO~XKD7uuLmG+WL<9hH^4X_SR#hMk?{cc&eJR2S$G-7+Z5!$rHC$$vyHWm)29V9n(GWjfX06kasdx0L~p}<3s zDz>dJk_C0$vD~x)cjI<(+)(I0Qu>y}8ljV?FjS9g<{|Ktw`fymn|FyaUFp7@6loW7 z=cg%sL5M~=ZA4htQOumULmPnL&--SK*#JjChR!ko3jDE*Dy85U~$nE zUMp{lxD3&Uu7Al@p{%&#Iemu@b5F3h@tNO4u8w6$$BfyQ$xB z)x`6Td}e4ixi<(9o!u|AULme-az(EXhY~FFwsQKx#A$KphLurH-sOBxhcYGSN5)F- z&0ge}6*T1VOIy88Si2pYye8uXmv5nS59z6_R5^e-b`1r*bm9#IbBb)@Chbob99EfeVMD*lvKm z3Hvmw?sO8rnzR?Wzo&Ur&x1qhJh|xsWc)0WJWUO!S8#P04wPf4aDhs!J&8t~<8iyW z)YU~ju^supOoEidqR>kr#edNoQ&)_6BUiJ|Dy8`je`E+a4Oe6VrRl)Zm@6|)?r^iD za&g?^csS5bFx8ObyW!SaI=dYF-N9C=4qGnbI`h*<>cFm!8+2x=f?>CAdP_pe@N(<9 z!WzFqm0OX|*g;D*4F?7r3~a*V^p{?@qOX_QGn`8WO;h^^^nDB5LQgjM%K-<2s zD_*#1%l3^`3~JM5`ayY|dMAGpy&t>{VOF>8Kyj;Vc!EV89BJ4-^DP>F(O`JKf27GV zvv&kuN(=4Wy*j`=)diQAD}r90?%klt#{9hgv04vRyb$W8>)JNK)ZOMUF9#+L?Oonj zEE#FCxP)Jc_Cn@^SA5(U9BKLxv{x_5=2H7F$nUA5#+TVCu>Sz2S%1cmWA)&?L~vJJ zjz%EV)}CPF&b`O9hc}_a!OWoAw*zZxi8G4y+6WG!IK5TFwp-<(_9naX+@lqpuLJc* z8JS&<(};J#U!5+Y%Da|Eq1F^$30@ET65%ewW$)`2l+UZg3UIq2lbfR z99CEbV|QH@VMBfeEkMfM z_zq!TF|TLZCg?h?-{mS|bK2@TW5$zT2uH>n@HmMMeCd1rvl6pAPLIM;*5_K}o4~ub zj2w6(!*ILwb1qhl_u2Q3bvL*7-06h9c|FQ=dc|we0YDhgQ&atombH0%Vrpq?a2j1r zZQ&B#hutlntYzH&Lj`Da!UJU5?tRH@8=OC=S(m2w$An6FocAkF4?ep}Z;{6ct82&Y z)TF;A{YHqkD^XEl^Bp&_%ujj{Qt*lZRIjaAD)xmfawP(Z(x_J0-tcpCmQ0?Qj_}=x~*j zyXsDd#_~m4yi<2EtRdAJ^iA)Hdhl_ef7>C**}EZwLe;Yp7Wo#{a+g?2`b zkE*?~2fr1NV9((1${{TaDMuGeW({>!4 z7en`jJLaD$zAbav%-#@IkM>kWgwwAMRkvW+J4L-NX@OFMMq zui9ER@UXn?0&xJ)*$6npD`S!JiMM{v;47~rI^q)O*y+@S8&lSu^)8})x`5ywoJ9)V zZk)v*3+dF+p08I@fZpl9gbKRV@bK;O^n(JP?p=^W^s~wbSQ_ zgQckVD2%gT*3h+8`9#-YrttD5!mc<%3frYcWJ)WlnuGwb`E7@o1FeY>d~$3}C}sIFz}`Y#gM~teC6^57HO8i1hBT1sli0c*?Jb`yS@r+s)zO(;6JiyB3*o z$B%PZ`c!iB3P6znp^o5LDUMr3eEiG}R#0(nb*3!J9ka@4LJ7BPsKZEg*Br4+s=l2? zLq?r<3Ry80?x1qP^y&@(!@1lSRCVjAy#VKg;%qG)cJWD7Q#?Kd_{u&Eg1z~3Eh5=D zaW||h_Zg>GJ1+t>i#X@I1(Cn$+|MDp__F{)xJmc3a5ZJedwD<*aNYr40Xf%D-ODsC zeK`VDH=mbj1akCrlpLp8sZBAauc8IhwYA`0Bb{4U*^7_xF5_4~<%QJHS!XF&JwWJPV*Kw9ZtPDc+Ap*S=nFdo;p6E={`GhEM< zF(qfGClIz12cynOXc`}EXc*ON*@Q_~S5_tJ-fQTPE^AL^;v!=}ygPR30M$kpirx2u z+Db2No8d8MF7JnuSC(ydPb3*gKfAOULfkVz8$e8rEZ@l zE`mAz4rWtq9}d}L#P6RNBnvUI3zxwg3-WEsWqdqEwd(nuM*jezp~SIoAMsE!Uaz^~ z0M5zFh{5CV^2O+T?v3RLntXK1RBoGgNx&%Mv}&tY9l}&$jd8@XHd?5xm$EisH^y2y zQAF3iJ3LJ5vrb`GSMg<1D6U-2=9%nxFfnUHV}UrGwnpl5kRaEg$5``?@o&azzV8HK z{{H|xPuN{t%%s|!RIht|ge@PI&koRGhdeuTK0s~KOb$U@98pUmkLszVRx%aWSNvIX zuN2|NQ$`%qh}?%!zc7_hx_c$_Z~Dc?@PwU4v$qLZe9j(bhm5%O&T??7E)G;`GK1jE zSTF7K4r6%Qldf68T-`TL2Hl{8Yb%*tD%I}&p=+jQ!~S9N!-p(+@0% zehAk|j4jd7lp+JRj*L_&G$~e;Z*tHRmX2=~3>y*vhN>F_XDaA# z2CGkY$Wm6<(b~9`IW*@?=mlkc^15PCB+CO0$tI1C~rfm&oFN zK3p?)`8niEsfM}uqb{G~<(n%6howCQ>D7LQ1-hw$zV+XJ(new&l$`)#-Yj!^$I3)v+ zg?sS2eDhn`!7#hKj}DV#keWGam$Uc8sakpE+G4(CZ{ylklW%Vfs@^`(YOTktKT{xj z*U!YNa(#S%384z>)rNs%3uBitQ#Ca$e!R#Tc;Rd~i@VQ`7Tz7f z)$coPS$Qx~$l#4rsB^*<>bkfAsl#4`8wTc#QrtM#_LRVE4ilcyO-B1W?g-mgC+<8= zI^)I^wdx)B2Wx&EcLmo2;TCJhp5R|DIr5$EeSBu<)2Vj3B-HTGUKz(%UoSF?%gdZj zr8Rl&AW&21z>KrqhqMI~-s{{TA5OW4I`;@k+l{Ez)X(GRiy6*CQcCvuI8B!)k&Oay z;Tqm)+;b;@UqLHXcs=SA=A*Y4L?HRT{yUCRmpH5uc$(BrMLA#0H>Z<(tEvyPBr%Vf5y zvA~%PeU4%_Ustg-S+V2xP+OnJhfeIL?0CO(Gqv)!CNW}Ix_L8U$;(e4!WcHa+UE@m z(R}d38gA3G%m>lnVb0<$2F?1cV=~FdoB@S~SOEYInCe^kMTRgA8(<3U8|r?jH)D z_Q_7Ye?%?<-0RovGDA~mwi5$ucc|9Gj$A{<7ka$Kt=_Hb8tu>6ckWP~Z&z&d62j4! zaCbPv&F{D>^lu(x4Tx3a1vD;u>C|3t>nXec08XQe3(JfK`iJ&`O@1CotaIJb?TWTj z1$cuN^@LxOLf()2Gf5#pfYY%kK@A-0i+%!$2e`F!|ghbX1)B`s?o-Lq{Pr$ z@_UphrVoK2HimlTkZXMYf>xBv+sik84wjoiXk>ZIFmM;6opd6tgP!mj&+&GY2M(vy zKy|K88JU|YD#Kfyxh3N;njkFGj!;`A1M2H3Hs{`;QLlm;8{>{-TJCrV^exWkuBvXY zFK!UHH`w03yvZqU=QqJP`fcM_^qA>NSTzB@SSk)bYDWT$`}!ao8oR>Ly}*1QB*2>N zr*1H4yvcEuxy&C1YHw!O6@}(r%*PSvX}3EQ1D$E7lgbJ@i~DjNr>O6Ql{l^SthFnf zPKJWjvZYXVs^wE7=82rx>(^QEL23#ac>STY?UA|IZ5>~4+9oBC@4|;cYeo3N#m9qq za^i1b9j^jY*uA)S5EQUuonJ|Zc{JsGrHC#$cs`LrbJo0sOYZl59vP5xUEfGAO^<=Z z!tn9>M`xYDz_H{Qx@^)Zt!v1*u3GSl!av+WSB<~8t2eu@V-zj?5HucmdB9uFop3>~ z8+9B^JiCKS1~;uP80GGC3-PZ)OD|)d@pYlE>D|M!Pz2@f5cGM}v9GoBJib*U8ElVOo4T!BP`}y?=KwVQEAKY5o}$2Risl zkDt7+MZP`~R95rx_-ypA(>kO1d>AvSZ#J5wwyW3V${bbN9s!WHzBFwO@8nMsuWi&z zB3!OM28j&-XlOGiKvmT{YjBK8{yeJni6dICs)W*7!d-2AaT--s=8UD$;g1SX9;zliyIGq2@OIkXZ1uuLawrtA)DNUnJ&T?^L}w#pAhJba6Gd zd^~i_h;!3~j2S#ffrZUu9e=}#LaK4@cPVa%>2DCGmsiN@S4i^%sM=R8 z9Cn^z#(s<~yuN)Q7P6|#E!9Cf@vF-iDh(lLfdn${oaY`0S*z4_3tRe*E<6XpjBu-c z&;`JBP7e&sZ;uzK#;EtG6b7zdt`1V4e;?Xi;@5n>)*}KA%!udX1g& zrmP%8>CwrT453EfO_(!pS6X={t;41JJk1^7gT#<8J9Wc29Gd)&VW)xddY)(bolJ|; z-=hM`{{RKtRyBL`KwWQNT!h|RM_rE7XM4{9W!Zahh57I4aSs!hASt8gFFvX&pft|! zaSg-xDa+5B!Zt|#OsIWXSxt6(4 zO|OWe)>FRCqakXKs&g%=t;aL>H9alx{i2JF&$)wA95?8Tqocke^1?rF7+4Da4(09| zIEw35v2NFP146K|CJljbhJ|+u$7$}k>QL5o^8Tlx@%>7o@7>%v8Dqu(rruZg6gL^+ z=26d19|>`3{mht!`yEPahMXP67pQr3iUX^T3>PR7Qvgv$EjI=YZ=*|sWc^4n17a}C9x!nN-!VT0u~b7zkXAaRHONcUN$3(?;8c8aSH?g(1?RYiW^9h@Os-!1C*m3`Y$ za1Zm$TI5!c21VrYE&wag9c3Y8*d0yc!v>{JFf<}aIv{MZqzm&Z0d#h#AwwOKusH(X z?1*W4_;CV2uk>*@9TfKB?VD_@19?Bgyfffh<&efvTA43_N-AAif(fIYI2#&g<^p=)e(;T!E8-zZz%Dzm_c4v!u)zTr@;&(Ol;S1s4W?J~MwUmf+7URt{w z%R|nqi18HNc{yok?T5;;@R_rU4x(P!Psm3)>*dvocA(g+;tYPHspm_6|m*c zQ&gz6X=brHj{Wm;)ElA6;%%)hB{$pidYMiytX`Y{ z09dDSwm1_?y;$vcn}319Ho6*(xvb}V*~Gxv{{YPt zxihG+j3MvAQ>|xCWD~4v*Kdd;SQY&TQLgH{Xxh?&6rzyeIdJO7i|~wXIBPF5t47#s zx>1Jj?OaV?_zV=#pt8>%{if_V?STPxtg+*B7CZ+*$;8Su)!UL6$QbCp5C$8sL$@-p zHQ}98ik@?$hnNRJc4vn@AX~#$-H2362&{1(!XynqHE68R+fN&q+FgA(O`@8uOU3dz zsGtpw&Ct53&ZY0%JdA5y9M2eIfrovX{{U$QgZAPCjX&ZqW|w_+g4w_E8<)@avu3BC zUCfcH(#^bO%1Vbgw{{Vl(ED5f!RK{}#{{SV_O?2RnExSv(lL_88w-622A+EP@%6^B~ zx0#~~t4F?P)GK)%9GS>6{{Vr!XxXQpT*6lG>f9;dtG4DfT|d3_nOJN4aM9}a`O_AR zafCC5_JSMm%4&*pI!13M0v#LpL+px*hPgp6jaJl0Tz205$X8>B@xr5NzTn9s%u7`9 zSH#S*gJY4@P10AeqggXe;N_8Qg`H=oXuxmWwQQq{IUeczh+-};eqK>4k;lRWFyngq z$`nBjzd;oTYHz^8x*iHW&Y%?wGmLa&4fSigmHQw}ualP#b4Guwj-uSh`UE+OH2OK| zDRu{-Zw*IgLgS?x8fNvby+OkdIz~;kc0kjIPv(;=;lJ@UEvo*Z(UzZ4S=;u3Lpty} zhC!ekZkv$Rjr#pXuNcc`5UqQ2`cE+ZC3r9ee~lt4VArZT?c*xU7=T{4K2cYNp{fSFGMWbQ2IrTapnN0Y1{!s8cZVYyPh=AqE8v)a(U4^Qu{fWVytqp`<*F=WV zP?FfBv}Bo@KRL0QIAt1Nni&_$A#s4<3M#XAs?#^Dxv(nSL2iZ7r9sy{NwLw?%}U(W zXCQ!RE9UVJ4;y@9+Tc0ZL))H{#EraX>1SxP-Cxv{?;1-*YGbHf%GDWKu*K6YC2*~S zV9|};d{A1w9CKq;x_?G(GiX1P6O8LIT)2y9J3NR1raf80cIg8}bRJjR%q!D8AJhjg zsQSt`HTvK{IKy-L%t%MYL+~OCk#+ujU>NFsp89~cftMWPSH;cbKL{;!`;N}w+NFWR z$b%8$^$sJK3i%fCRc5JH93>81_h$FvabK~R3rt@FxG;5b{9*;AweR@M0*~QcKq+a1 zEpUiFBvx_Yc?q)F{&xcpHow#iE#==28K2?zGtM2IMoR-uPu#GW!^!)W0?*Jq_dHkq z;}Lv6P8nut{&>wsHGegL88mP{;^RecVl9-dIO8qbd`PK~#~-9z2E&r_;%YGUIa-I* zciiTScKuD-@B1?M`06Rz&2)TG{hfN6rvCsP=G!KjI}*+X05I!tWuA|RP%@`i+?btr z4-z=63N+n5$bs-Ur$v9IM?*&a-61a1S%)kG$*^j`%d+~t34E_}T{a^UP|(54)E<|w z?L)(F7vDHqtg|*;wK&$CMe#t#rudB_vOkNOo}UsqpYz*6M(Xx}6`LIFq1U$WaZ}`R z!Zj@hzeakH5LYO5DJdbpJKTv6U0Xf5i(1ARJ9X8}%B6WTwJ~p+fec@%UKkoqeqfWU zUUR|)Ct_{S=@BTJzkvdU)l1^fsYb)0?zx31;lISj$y~8*8*b8tch=bFseCjabuFoS z{s_iLJ-9o+JU%tvNh@7>es0_T6y{uD7|lUV4hZ3r=YV zJB8`McP5HV9{VFAaEspU;@e#<{L!22`gbpM(SDB^PFnnkt zT?O~*R5M#?#)e?q{CvyChmIpt4_^9M%Q4>$%@dK9+{P!;y5Bp0q@EnsvN%Fo+@j|uJM zO)B)Rc*8>#%TJRP1+)69DJ^v99Jq(Q!sbl39Bnu*e3F9*7OKeEm};)wlc=y5UYtCA zAQf4{-;0Bh{Z+h?O+7ptkO%g!sX@hFnAO+rn6PW<_Bu~muRPm!o6Be#JaM5gPpRex z-@r~rdauy zYgnn|5HiGJ&})qTWC z)cJNtRd)DBZ`rH7FAI)3ge$ikyNnGq@yD`L_8hz*TWox0F-YOi+XYq zOFeVbE6l3FHg7j}ZP~j@Sc2=o*yiEPs?yP1ybv(**TELQ^kji)>gMkmiXvLg^d`IN zzZ_VLrgmt(f+B#qdk$bUX*4jMUvUmlHw-a|1kwnVt#3#dhG#$%6Oz5ZT>q zezX=}cC#hdU17?nw1xngCplTzrSfA`l%x}k!gt@ZU@Lcn=j7?^T{w<^x zdJpiZ2#;4I4!fUmFk367G!<1>tE5Y%xo-PIkiHoX6L=19>WvF$5ML|) z?q_G9YWQ<7-S$lO?qn$XxEF<8c4dxU=`NHEnjJPst);e({DNmk+xnEZHx+&fvlpFz zh}Ug+b>R;Kw%o%107=AOBMDnIzbelqI@v5KV1taN+4pD5hu<&sNnJIN+cVb8?EM;i|;Sf|;y#}0|K5v-mm zNT!2exp`=mvu{}L>-f2)j|y%yW^}SRclzZ!{I|Cjme&h`s)I%8ysWv??m(4Bqolxr z4-Z3_o|_75@P3;HZURlAMwU3Ux>HC(}j<9@zAJBk;Y zH>W?VWt5K$6S#E5%$rQxvQtB8`iBNX{!ft~Vw&2MB06zq;mzfv6pVfkf z%2(v=32D&MrY@teZoSI%zRz(dxGuhQOCpc*dCSSj2dHrXz5f873QnC)50q5RX5L`& z11&dKNBfSXVZ%vGe?a#uVV~tp1*(_9ZJl-E3)clH z)s%sHjri}x5ol40=!mzrY&mlTD9|MK*TNh0D5O${ze34Dj zTzZh(Xx7IZj;w5BCtO0b#{U3*Fg?9HsJ=hXI4#wzTajAhhip*lZx--+#c0Ft3%%wm z6ny^xQ}^3q;%cV-uu8#O04Dx67K><g~yHmkuH5kktx#xa#|1GEdMYT9N7 z-yUw|3tO)cw!A-^5Ek|JNf=&^ZHkrb{{RdYRP%i?2J&>cjkiJVVipc#?(Gd%gO8R6 zk8`8Vv@2{lBIGw=BW;x$N3r)R0wt?8^uhi_C zb;pFfd&U60nvg}WG9HikK%9F_)`z$5SjDff-etQD`Tpj3`Tfk>hx^VgC5NBxToB{D zuSBY9pe_M=+5x&d+K|T*EAAjVD{<@-SWV^7fZM$*PEu4*N0;di-#k|;n-whW17;{r zp{|X3{mj$!>!`ei_4z~Xd?N1bHTd@n&u^O%t2o|xkd`^QgtlC!Kr8YaAz#5-e&}BT|)I_zzwGW8s-=MU% zGkux%-krwS=$aS_Zdq@E((%viX$BzOd(L%xJ0sENm z`_3gp0yL_%m;Axlw%pdK3%56KnG>OV zqlD~h!!eg9_Ob-KPH!v?9gchV$_E^S-2^$aU)Yq=%*$JUk2Edgamheb%TU{_8eyxq z!2zP(Jo4^tH2d<~-TtyxLc)6;$boNXp8QK-I}N?^S+Eb&;iS`3<3!-<66i}EKCX;ndc z;iS3Y_(5PZO2^3#KSQMnrh(JbnCj<6{{ReJ?Bcxg?O=JjcJS_Az}K#PAe{X_Qph20 zar&2V<@6xeZ8#%((9cjE<8Hrj2Udndd+u8Tjb&(c&af5Rrl*QrU|MRoH@hHSUwM~4 z@CIO8N+nH~Gz#}pW}McihjRk6TxKpB`n*Q<5K-_v>-7=n>-7fN_)PXaqI!*?J>7HT z11>hI{lIOE@!yOLVRYgB#Jv}1QD?Wl@Z|MzI++=NhZ2*nPFOCwYsta@<$xhFQt}EPIXDcjAU+Xgm1g{yVkByei+wbp+xM)QlV%_YMv(A>Wu# zJ2pA*HA8FXo0utwMete?@P=jP?rXrus&qAYxP%@rmBh$HP}`HlG?Pp5Q{b6@s>Gpk z>GE|03a3*~8a26P?z*u>YyQ)o;0{B-91!+>OZP7ubZ+36Sl#@x4O?C$>%>cu*Y(6z z!y#B(e~=VWR>%5x4K}`yUCUkYcI@{C_4IES0*rhnwwAqMx-k3o8(co{cM_#HlC0Fn zgr}gF)*V_fz|d2x_?hE{)20d6v|gUjC|G+yPTKV-rzf`&2~FZqW}W@!yZz5Lox$zz z3ODzb;LJl@dwoK+$FKPgjdjO96G5h(ap5gX_Cc74_T=#;1&wELI_?E&&mFzWJG9~W zFu;cecj<#Rm2NmP#p7SdA+9!W->F#F%pT!47-o|85-pGK7`Rywrg-O zqXKD85S0<)U~2wfjSFP?=4(tGessa?`aQ%HCG|c?zz#cnEEM1=hvkPYb^ibcEtmaJ z>U(-1s5)tU4kJ~K?!Ej>TUEIDBWuPWV!GGlkSMc7*GHbAS4uK;Ip%7<=0RT3U=c08x}R;?ITFp{?wsaGwybED<~$nfZ+2x ztJO8kNac6mJ*Fyd!ng-LORHtfyyGkb@NAKJ)0NJ7I)ynU9v`R*-F3%ArBz+&0e|9b z(kn)R>z^51N_wepe*XZu(Cf$TFL3+B={ctS(3eL3@JL{rOlCD(dXkMSzYs@AWif`QySj)iwK!12)ES`j$0DK8EtG&aay{o7IV9 zjsF0{GKM2+!O4u8x6om)fKcR--Pko*-IwbfTT22e^w4|K1}=r{kh`#NU*SHE?xebx0W1PMH%U^sA2L_KLnN_LR&o46E^>fNMU43%g zm412ng;y?zJvfxAwU+0{1sv*|aYSY4KJU~)rHL;^o}OntO)f894zDtrOa*B0^8_1a z{mxQpX6t^FEzgbd2DxkBP9;veb$&t-IR@Q0mRt=(;4z~~p86TDo!f+*~+rxPNhU z!>@e!$0kqsbvTdx4y7*4)rIZU#s{YB!V^mKpVnbk8nImVsc0U~>@p0`rNX*a^3_nI zl~m5vv$xqAU^`gn=3MCP?}R4#RUIARZslYCi0OI%05rgFM(>Y2vAcw*@Z4wMhc|_j z=0{wPH}RqTkG5GK+9RhPN7*l@L9rqdoFQ>VT%4UuG;}^rpqN*)sB|>y3Bj)fDMQCSUolQ^ zJ|A$Z7T=!}edccEbN4bPTzK?L)wT7FP3m5XmoHd2+weH*d3=5vKv;MNX zc`UEu%<~y->U(~r?}r^r@b-^KF?wLrifQ9EJHFr+b`1^&8S8*`G&C6T4g}S4OB}in zuf#`It)s*0B7xvH?BW3T11p1wt*UO+=I%>0x)q;+I2e2V68A1lcOo38X&UX%4j$su znwlHTM6ZLV9iWxNr};Bk>P=aiz2pnGbNpnzSF3L6PNlaa&C{rw>7zfV1y~=$(lXp1 z?1Qcr?Q%vfO6d7#t86h{u-v>J4jJk>@wP|25*;L!sySdw@|%fRrmPr zTC8d{I`K0Gh3=w;BS)c-OkmZs2S)0u^b zBjBKv=)WX`&5qYM1l~Sok8bf70(fGLT zA?NsPlGfGNV;smi?(JT_BmFWxj}YaC(K6@Dp&K?*BpYh&x7#kD7h75J|cp)U* z?$4DPxm%6aCLUJ^Q!KTc&Bislw|POc?|o6-`0nqlQ)@>O6=faqHKjF#FEQkDV@uZk zzUV7o%lr2!v7J2bF|xJMcbsj$WYbmXw|IV~hvdPtJ!`LD5#s8+ow$g(SK;G{rB!v) zg9*lZWDSE}2QK=AP&h`L1?F8tdIE#N0k!I1Q=3KD*QO1rr!NbMZ04)0%5fdZhj*dl zr~rJYKB0UD??bMjL1M3%K#BtN?B}VUL3hL8&6H0ME9My$rNCkQrf{d;4eY&kxovOn z6_zZ`+*GReItikv<-5%U#35Ff9a)T*yaJ{#X|xP}Gt99ppN!4-W+o+&saar@UMeI_ zJb3N}@p^Fa5*^v4ilDAZvolSo$$A<~L*()5Pz2+B>34-_`;G??yJIK$5Ovdl(HeAn zQkD*bZfj;1XwMMi!whAmws(aTDx+_iD2u>4oWpCHtq!S#(@R)g*LUEUcDz^Mf!BTd z^%A{yCk~}}r?Dpg06yGNr(TB#a2j3#rFVoFY-#q*hj!0C;maN0Bu%pVwbv(Bp<6C&Z2n>GS=|0bWh+bJSJ3ah@J{4;?w{ z9%_5%nkJ*=&Mo(I?r{R$X!rUitEJa-hC0fmy|{2;#@g@`BMUej9%heO1CIUo15O)w z_3x-v8GQ1dWWa0v;wsu}EqEWeHW_ql!6T?|QP-oypjgH$rt_ZC6wkf>S91fl^H{l7W3M0FpuA+Q ze}*B9#dva1=LU}4Go!p4WI+cSr#z=H(iK_Lb%UP(gF*-+=xr;4}Ea*9lWz)9kz2k!r-qGzv zZS@}msIt#S?>kk<~T>)3=rO)?{FYJBj$aSB@-wj`YS{{X9nfo~(nd25T; z&jt?P<(;@1GJHlR^6KT_bpYey5mVaFW*0F2^zT(s{mje2{{Olf)#Fqy7^ zZ_YNVI(dt&*L$8>o_8VmMRq&>ZX(jt)6?!J!QlQeF;4h@IfYq_qeFr)J(+$yqF9PlE$Th9EbzPB$uCcDDJuV)jODBp?r^uE%})on50@!as$ z#uzG(A=+52I&gA1o7l=gbNZn~riFT=0+ee9^5<0jtLo zo#D2=If>Y=c!et~J%74PI9BbrOA@b3W1iWn4e#{;GK!^Rrk==t*|<{V2dTr__>!c@%P^1=LX_}XLN?omc1W*Rlu?gza);hEg;$;5eO^Dq|Q zt>-9c%G>fhMR|s7=HgkRw@b5$t8+@Ml8Gkq4z;W-@S#gqB+#0@oE*wDo{!#GD$hS2 z;DpY;c(Rb&=h+Wf_>3+E-Mho6e!=77VrhrR4yNznw2TtBTxD; zH+R3C%*y8J%dAP#{{RMN=WI5Oz7u{#h0{+)(Uy;u!x+V&){Y#b;f{Z}13LS%9>skY zWOcxA$(Jj7x#KM}HJ*l83)Eycl$tEZGV9x%m}no7D4 zDX_r38>}NfOG`D1I+-~d}Xz-Q*HCbgNM$_TPDYtt&e`!OUsb>A5b-C`j-$#T^Tq&<(Bug zB2;ZJPwud_l~=42fy2r>Sfp&K3a-a7*t+oEqs(_;(Cym;6+o|D5VOhqVXO;Apk}4& z^)6ul0D6?JtN^#3h9l5bu(@hOX(nN_*i;2xXv8#}5SI#%u21DYAuFN5j`#`hxp+#bYJT@hu?%&9{j;pzpt4`FJBp}#**6n&Z&pR z&S)7JU%@oNjQzXZGv{P2FIuT|Q$(qDsZ_~r|4 zw^z~P3Qa1GI2=T7<<#I{Iuz99A^^(E%|;4&KBxBzqYeB%h@~y>_bz}~IZM~_h9YNJ z>V_{Zg|q+)xNN#-^*F(sM_GS^@pAtF2D0VLm#i6hkK*CH9L=K_B-rr!X0-A8p3B5j zFY_p9>u-cKOOMPc|+2OelIfr04}hc{t3Le{w`g|SV#W= z104wceMeVs*)*Hk@|g&?&3`2EnmFAh)fIuqC$cpbYRa|V!<1bJ*N!W9 zYxBZ9TYUUC+{xn~3|Cuo?#$nh8yDQoSDy~`namov=8K~m28RYMRA*>zIk(5bN0FYA zGJPhDHkNnF2z_3mfyr(f_8@6dD!v-yZ-BVdtV5_^KXQDJ4s;8;N}6FLs!U{Xe`$? z)I^mQabW9onozFXtsqZn=CA#xWIS-cKlsmIGd_R9X{0O2W}j0$^&W;-%yA{VB z^V2raL73HAZT{g80^5c++7O><`Tpk9ug(2Nx(!{L?Uz4ulM6xI@5PIzOfF$9=(=TM z{2lg7FEi!eNC(X0gB0i6)*~V4U&-Sboo3!{LhWzDM zoAoawOv0`5`DWfy+w=RHw$OXwUxs7<01UszsA>4w{{Y7~H;>@^K4(AXChtF~dUz$l z)PZf&@Jv(rrY}x7ZS4-Px8X7B%D$%Aeb0cIc|U?Lk4*gd9>gE1b?khhkV~(v#MQLT zIM#tSn}>o3P)6cZ>VFzd^>X-3FC>-U3-!KyT6m&*xvXCa_omeKy5%dugb7%9`DRqd zOmb!KZ{vd+w>mC3%3lDRAx|f%&2-VXf81D;U+datyk~xBx6+3FBX}Qu)rErio5I82 zX=!;p-IBy?qkkB~sgc~^W!+=*iKOfK?=R=>CD(sQwy*OuN1FPN-`xFuOxxou!6MYE zoEHqV3u2Kps+@r_lb#HGEX9Q7yt$a`56iJPoc>G1-Z0JncJluK#b$2^?+xJMIB!qH z`+bv-AGSJpA32CR{0mFN;UCAAI{2TNtnK+RV#zT0{U^~IK=>G~d|!khjeMuvpyrm3 z2f__>Lz4+jWkoK*nGa{oXmuR0m%jkJ(^K<~Ja4vX?p9Rm^Cs(O+j!OZJo6&I=*Wq7 zwLYp)AJszDe>6`XkLHHQp|>VGPwkdqU#|#k>bBe=w?%vuGO=H&Owlyx)P#o{y^ zn+|$GDRjPt0aD#s_Dj2$nS|*l(%HfE-G}$Zojrx1HaU}e7|hx@sP!V zR0JP>oY3mvnkTQRf{vd;(73CBdQN8tvx z9>>xR-{?RxtZCv2a5;ct_4!9bIeT+1heK{CW$;KpI8hM8xzk}lQ0VlM+B`Y7e)~`M zJaOc<&pfcOUekWRbB*Kf5OZGLdU5NWE9l8;Ii~&M=iS?7j*c+e^)PU`d~k!DH&&gd zSn?HjQkA?leQg@Lw+%Z=yVZYB>IRDEo-nVazYMaMp~P%A{c8-K529YJW8rKxJU*da zk^6|Zht&S}n!lSf7V(32&7$(3QDgNtmygYpcn=buCt`LZW~sbT$tV5dQ~FV>KAs`3 zqnTxY#L9nGW_~O`#7fM~{{UO?EeiKIlwEjsW^*ll$)){Q)Ht%+I@KM{{{T?xZ2He# z>H=Xf{{UiAM(?Cbubq5LLXOjPYPZwL=Y8jK;t)*N?Gk(m))m~*Z9ahr?W@5+m2B2I zz%Y|G@S+xJ9ly5$RQQMmdhK|S1)=q-@cDsIqEJCrx_6h;iCTHW#YpMx9R^qM-WO9z zS3fk?;Bbr7-oLh44JV{Acz)KO0UKO2ufe|N3NwxVXvDNDO)9)_MUWoaMoeG;=$iUSkV@Wx=(S9hmX7 zrRS|yhax!|*>v!LSPjpVRy!Wy`amMqhtjdn4%mL+y+N%f?SfcjST62rK(7d{SueK8c|IVKjVCmTZJS ziNphL@7S7u&EatFtES-tI(PX`Zp&{{R6zdqd09<0NKtX*@c3#74b{ za>=UkPpvb@{zoz|Q=h4OzHmsy>g^_d4s8}P#pRsq-&_wYC3 z5pNg5h`)p91W@t!aSgA1laeXBbB@VPY{}FGx9SL}`5vSW6Z=4mRqO7vC;NbxOZ~ma zFTbQ*{{Wi9ZinJszJGG+I+q7u#nA?lBWY2(%nTsSrr({|Eg=F8;sUM)8Kk*!)^7`( z&DmI4y@zx^E1Z5V-#@vzKVMS+0FLd%((Q=qu3wn2mi~1vu3o+{u<#?V!T5`>i}M~r zRuHy_A>6%mnQV3CH+Vk;ebx3uPWu_7wHfgvVZMF_E*V-o@d{JXdG8dz zp64W3zlx2R{<(KvA5$g%-e}kM7+wzl08wS|{jjlNk5%_svElVE7r(ed4HEHDkD{Dn z^gEgr#JDv!mfzyx6*tcTMqp91nWomohM$Yf9R4|t(@a2l`m;waY8F*(s$N?BEZK}y zS-ia^>o$_9MJeK$jcHczn6gWKA5q>H@AnoS2gFvq{v*GS*$r?|(B~wj;x%dq39HxQ zE=RwlA7kbG3*CXM#&=x8^=~^X9(`6S{{T75z#d=jk%WSz7BbruyVuB?Ih1Sh>t$-L zCRyNhYMiY5L9PWrtrCjyVd1X2x5wq@)>L3 zesY3yyT52qP5e+C&b!=AZN1O3IzHYpP;;}tQ^g0>6IK}??g%*Z{l_41eFU?^e{gc} z`j_+fIR4siFD$md3;1WMmZ@t90KiO3!5v`d@UUV4Ig}SsVYItgelHK={{S}{iFlVc zmy_|lAlOZrdiedz`6sYGBa!f8`T9rXM{f_bTK@oSO`bnUI6s+S>7An`f69gR7;jbl znDOO5Rq+?Q?BzWVh;*BY>3Bb`AZ`AyGH>e9Q$N~)^oYjYV2(RUd8hPa5O#fO81elW z@0MQ{D|}ozF$y5x>Wf`%f3-zN3}n_Z15|@AOO3Z~etV`Iqeaiw17N%)EI) zmKFHkZ!te`{9L(m^9i(cW$F01xtA|b!K^<6ui$DQ&o9UC?rcxf;yN+g#vjywo@lvc z5VO;f6wORrC;YX+t&X2^aAGZp3dv+%*pxHI<$6BRC9ON%#yE+2u(2k?FU!)bqy z-`u=SUk|Cf&Oc}1+2QpU-@z`=kK8nQeaqLw>MV|*f;!#&!aN7w!-V!eFf`Il4w+>~ zDw`B+y4EyDpP?FjAB`_pys?@r#r z^7@0T+w(38uzCB8*RR~>A9IIaQ-3%@67erEs6qT)68``fEm%#z7l=6gT)3<xQ;PQ*?`ur}QC(OG~1MWI`eNA4!QuF8c4IW=}cwD?6f;!IFtseey zN^`fw-5wYgbRNvr{{R(> zhdchzZ_4-(vUz+X%C=vG8t^_sEIHTdg<9RvRvn*YTG!7UBUh=b4jmhPk^1_DTTJ!b zq<~xy+l@Y^3;x_70sYGtZ|$IBh2Z>3Y2VycQ+Z2<47pFj?IsC-m2#hf22h6xIGw)- zFV3>_5%fzWwhS0)E-bcanWiu@@Jqx*R^qqh`;XVucl>cSc>Tqb%kFLE^&Fo+f-Z+F zH+J$Y9uTen089~PN=Nu*idDDr(2I{bH99`#sarntnd|pb@^|-~I*D82{u2Dv@s9)T z82(#g*W2M0f!XY&R#W)6>picy$3wH_59gv@UG@5dR&@DKr_^4znhigg?WUhmu~Q6n z$M;wva>qV?@v1Yo)Yr}T6)kgli!7(d^h+#?=fmn9vg#gmgJ9HDgYy==2h?0T$n;=P z-YB>!glabu*I^mBi%C2z@k9a0Sse>(FuBBA+zLfcm*dL1Lhq#v({VtzgXqD;%wIon zT9(vPF_#w~he^4Zxc=kt{^s+1zp0BIeSV>%$L<;r54rmKny){CUSI9zI{yHSXp6r9 zAV0~rEckqket|E{dlQ$m=<<=Lh4-3}ap0uKli*ER{#Gh=-@;=6*r?t--&0H1-wgRr zlwW@b;5g483`uSC@Jnq@{{V8&WA0h}>MQQSouc4+`ibn<)yjIl;hc5#1O#1IHMV8x z7N|?sVcgELUrON)Ac8i>EYxfY3{jg%_hQ0{dq(!%}BEXU}6N$yCp@ZR}l zlvFyjLjM59if*aaTk9RegBS2@!Iup`7mvloq`XVkT)DIRZ^Nvz;^c}?+I_y^f#vr& z@cNFg2kI&ZZ_LoSx2qfMd_l~M+>)>3MT<{FTjcx`ycz?)lLYeqNT_f5L`A;-u@~dn z#mA?D6<^2ZG&r;8DW^xub>99I9QeO!{Ja@>ywEVJxD(+thu+Y>OZz3phdXl@WB9y| zzN5skPd%ytrO>~a9ckeua$!W#EWGuAzj8OTBzSs!2pwQNfoomL_k(WWTsQX>cx-wx z0z#aw*^LGcE4iR!A5)XnN9(0Xa5;K9jXh+@j{3j`EtJzTq~x;bhUMY&83|W|5t%ey z!xMNLTsCp1q&*+y#id>2Slin%c)GYROzRzX{V`4a4sb|!kWf(?p?o~T3lR?E)V~H@ zMZ_iIE)p!b?Jizrw|`-yV$e{U~Hx_@l`AHT^jK7Vj>Pp8y%^L!Im_cKxD^3SK# zyf=s8H-VGP`ASgf@dqQg{3WgQp?3oIPf-?bz7t6Q05N6fr|pl}OEZDjcq_~w4EY~e zG{4)*X!3o_eDGFhm*i&4v*{NHhty4;FQ}VybVsQFgas7p3rJ%hFu9#mv1w1%sG6ON$@eOV6yllJhSo zhtyp8eG>j(B)@muH5fnMQQYzRi<^7(~Tm#>f8FWL1M3l~oxxp*Sg z*VI|(f4O;=+`VAV*X|4K64v*I4}LQ<^rNTqXG!&!&M8^w zkb!Dm2XmTTf8&X*nq}JVX|!4oMGwTV=hnasryS+ri`8TPT37m0Lj64d02`0^_>)hk zlzx~3^qe^h|@Irbx}d* z^o5IW`;-Mm8Rhk^Cmw$}V5qcJCAh|?KA-P| zH^-0s$20wWpigJ_NllPs#8atmyjRS_z2m~8vF3@pn)u4$fBCK@w%r_Z zE-YWb%a;~hxp7K=D=tvYXi;j-ENr)h!KJ38zL!iWErvV7fva0f8qsaAwO!&}>Qb*< zhBd{u$*EdJu2E~ep@PX{TaBNK))>ckJa2qe#}I+lN^rxBWE;{O2fznhF7%lN;={x9)$ z7@AR3rQCXpFdFQv;?Npf9T$h7Fb>zy)XcBL2yz95bW&_HREkzy&=j`|(kqY0q&HpR zdcrNqVO)gE_8_XOh_#@=;ELRHcG?GflgP>dSy_|Q02|eg{|o06VSQ9(Z=n<~@<_hv5$&@H$!AovGUV zbIqOE-JSW^oGaFLy=U=dIeN-})I?T4i~Jp-ZiaPbwiBf~Uxe%b0Pw;}{{1VS@6hUG z$@G`w=@H963ElLDC@a@Tt|nRA?T0&$ss8|0V*Q{xo~hpThbPsVG8E>~30S3z>!0D_ z{(P$bDeGK7zenJ*XqohDH1Rr6QNb~c77VxXY`?|-0OIj3rOPA1MF9e1`FO{y4GoT- z5sm(F2hdoJ(+BZ#=BfBdGT{C*VFGG$kOS0T`~(11n-EOq3)lYuW?gNjB~@_flHz4Q z2h5g@XZ6wi41!%O;`0q3!C*}a>*@h(zql1CG`Mf91qr<$ za|{}DUNr|1apf*txw{70c!MqsxpLskmo5ysaLQb{x-a0~T*QU%Or!RxwT82} zEE00wHh=J~pmZ5>u9_!ay&LDpQn+#kZ_ zuKXSn(1HuR>ZeE>J7VR_e+zKLP;UH5f@ldwr$p1G^5!q{$qc$}@R-`7Sc|&GDi<&D zNx{tj0I@H53q9q@xk+)=`_M~^6~RC(d$@pOb1w5*=MkJKSt84q4Bw5ImWG(pSpIHu z#jHrEYh<8mgtVZ=MJm;`moM>eFtSG!1TsQ60bj#cLyrU*8JB&+ps^_+7cD`CYXEaa zTn{PHTSAloI3|oQS`6l14lE+3ufTr|5|t_Wm}4)(mcZZUFnsW=BO&1fO>SI*T7)L|&;AM&{Rr;S;FcQ5RjdNT@hWn-(AIYlTwLI0 zZ8DGDC_bdGUrPfrUNBEtnkUe}%`f+#@}a&*nJk}Xf7Qojfx|2s{zPQ3f1Ho{gmxn0 zhq*mmwxJAN&V=bsl5`WUI%C0|^SGUpzyAPfEw^HKKO4O}Uya>6r*!UTbnKmzvRllz zGTvpp%VoUFWwP09x0&9ZjOO8)@(RsR6u{{Z=4{{X`-T))l#0QI?l N{{T?m{{ZVj|JkR4Q=0$) literal 0 HcmV?d00001 diff --git a/Data Visualization/Scatter Plotting.jpeg b/Data Visualization/Scatter Plotting.jpeg new file mode 100644 index 0000000000000000000000000000000000000000..6d6999a379d451ed638546f1924caa08e5b5bb4e GIT binary patch literal 28999 zcmeFZXIKm{Npj9PN)93!h76Jw1(YaJ zG71uJ5AMCse&79`@BBE=ckiEDRa0@*TGgv+ty*2(Jy)Nu766!nth_9Mf&u_2pa-sI zfdBvlbeI^JP$(uAHt6y3aB%SONnr$_C#5H$AOQnC4I>Q|_!D5ceVauLG1tl7PcGWe^IH*_Whk_VO4UNpnftmlAMuo+k?sA z{?3!h(zVQA;Uja&&ZBaFb@)dHJsy>fm@p*!hJ=yt##}8oGdh8^8Z*Ei&0LKo&IAyP z1MvXxH;R8C5GVczrhltIXH@T#O8PIausVK6DoK(>s7{7a4XavO-BE^3;t_KgeMs(g zgaza(&}Tz)nH30s*W?{lMD%=L{OsmBz-b!fFL3RJiU+R!pe^@bp6l6f|Kw)Goox57 zAx3k?B4{H=`1i-)yW)qV4-Q2bhL587evl0wMe$C+D^(9#rG`WvT*uE3Ms*GZ3W+`n zjXILAZ60c+xfmCDm%fr#g{a0W5Qr0q-w+2GLM%fdt=@B;p&A2d0UhL+JD|B1#iPw6 z%yGpQ)YNSE@yt+Un9&IbWe5Yn4uk#4NI(Zji!^t&s@ zGR9s{Rqr#d-3q30V<{{Y$!PN3paqcpwS%bp$qi;L!I+Rd-bL z0H8pDd^@t^8u<6PeY5{40L-8w(g82jWX(cGN3}=1vCJY#LpyE4wBbG~a2<(XU$MomR0AMq!T4c&56En9&;>!g0qcOJ&C-+t%Yfy@Oku<6w#49o< zGUw}%l7eFcmq9jg!&too$w1`9V+en%CS~Rp2LQ7Q-H9O-FoSfce%IVZW=Hf1vsD$4 zIRHo`-%iZcsmDv+2eI&}=BU+!b-^hg6BlbyQ{i zax3ne*qHfVU*w~fb#(g*}$lm3zJ`$DgZ?j;VHKzMuBLF10?8J0AZ&| zK1&CdOdt^G3qZ25uO$m9l4y}9)Q)3`*hn=PQ9oGEoG60|_5s*IZ0NKg0D$gG3dU8M zRq-;a;>dyG)c5ZU%J?z?f$na#Gs}aXj$1@y^aX$-kc}e#SQ0DV7X$(THqe8;Bgg;BnhhH*((HpgF_R`U0jOqt zujLX27<%$r6{?y5vP)PERad$YqG0}BcObW1I`T3$^#lv#MVZ|&U z#h7duDWNZxUpHH|&?LLKx-I}A%(2Bv00*t zNbLcW-{Dj^$pZtAAaB3X~Md>!3vRFES5AQS{FV@?FcOq^I8wVN#)EMuel`AQfe z#|gX|ed5YQj1Jr|v8d4XMX!gELe-eny8tZcwFj`-Kq1AxUM=}pP(NQZ_7{AKH;j9e zx0#4hJE~AJQ#KT0)U%QNU`9camuCj?i>sn`1Npz@0`(O*19ig_YP9YbqK2Amj~_gC zBg1>`ak%@$D(IUc9WxWMD-sqOkJJa~;wVNnU zu^<%^43BRmV9F#@N2>s-HY0o$|EXp$fP@*ja8T6!u+d+sG6NuOAn`6HS!QH5%7N(H z-ZQ2ubtdt~b*IA}he8ixRN_EIBNApmUl{73pQ<=E%PZvg*>aH>e8m9;m?pDtF!lZ? zAQ*AxgT0f%v#d^VE`M|)P1lW{gHutyER2_hi^72fDT~!b(DxhSg=5Q0K%dMpkn#@ zWy6+Rj@V?X@kcI$58JcL+04{5>F%n>Wj6AG5+xzgOA|ZAq~NOw=2gK+aw=F^4)mDM zFl~Dy{_=6$dE9v{mi;!olsuHYLA6|y)V`Whhgm)g-ZNi&wMZl_M!f>pE$W0^1TA?j z1znUWSw)>!BF7ODX%dJg^Xnm%4g{bb6)$F!?4YgU9n(Wq#2>lviTS~HT<~6ph2@hX$Wk_} z_+mD2(}>q$gAv2962xIOUD+k#FmQo^;)QpAE!z*|q&T1&%2qjYA(nFFEE@YnE38CZ zA-)*oD=Zs~{Q{W4C^{R~K-$TIjb2Qann*u|& z&9BewBp(0N%aVWQow&*umpVQwk(D4av1*AR`T}qBFY8PH3BSm2&a%)DOZV1WJfd{& zGrOJ*32~T&Y8ik^f-Wwh3ec(QKuA!~Lv&DYp?&yvWc8D4dZqVkR?4Ai2e`>7sp;9uLkx_`R0-cGR!9Z9!#ou;N*Y{Ptndp0VWU4_a9u#o0J zb^X9=LIsrzcun~%SgYav`E00?+12==4Hs754_!j1f?ADnKS_D61s8m~Q*qMQsIPXgBRt!_q<(xA-MI>Q)D*-KTp)hYTHdn zG+;mJGhFbNUe>+%)AW;!y@Xbumo1^TNO8ZtfhxbL&m&eQd{LLTJ1i4M;E-L9b z*-WR>w0X_-6|R}Jy7SjQX`~5`O-ag+Y-C??T1~)ImY+;;T1}+I_%93LUAOD(3Ccm}+38~T> zWNt{S5vCmn3Y+kmi`X-X*wcOv6w!CO$2fJzc$3qNQlv9!70-LRO z8PkBSqoWteUp7`--^+h&HUE{S z$KB-8=9!b;n+?(jbr5KbG@wfuqe!5VV5{l?;2Os^Awhr8DkP^aH63ibCBj~2D*Ra8 zq5RFRQ%^n5+E|2M6vL<5q3Ht7$TQ5?(}|PJ3AfBygPYqltlt%vJuzdpXcV_%zO}`k z@XijEc6)Wutxs)(3m7@npqF7y0)cra>_ z`6T*_lIgwLluG);Hy8Ph9~20~(H}Uw=N>4hN2Y6Jvyq~9f?`r|Ej}TcDx5__C0|c| zwz^-?m}EB_zndoG4Z-CdJB2&<+WYWsoDT^yS#9ro+#4E?f|DOM2yKao+BtfU3M($p zk6QPn)ovBB*N#S5hBmJsx@5L`edHP$sw~I(JQMdCldM#JZ0()K{ZFG60XY*=MGT;4 zsgQGwnM`(B0R6CKzx5#bFPFo|^KP%*7hIMoc|p|~(VJl;a@ZARpT_ShNa-B%Ib=2x z^BH3kFSt6MVY>2XG*UOpPI8ygZ;W!C;U_Sij>cA&i^_}EuJj|brN5*$Rgy*He<9XY zfa6i<&r$N9DzraTxQ-rT91@h#&H6d5v2x85KwJBK?Rj&y7RE2(+;N2K4`G7Q8g3|A9DY3;z!gAQJKa zcGPO%W((eWpo~HOesBLT;7p(ui>ivs#tfh`(}LT?zcl`%AXz|rZQcCQAbGv9{2Bcl zG&)j6WB*&_|6lxHa6k+^PD1_jga|+bG12`mu>I8)0!Tq&{t@(kP~J``xZb$3LD>Ol zQE~Q0;b)`p!%+YjqN?e`Jw)cO!|ruF1mEkyV6D=vrY-zke+~R6%pbtTXb+-0pgafj zEeM=k6h|y(i%95lCX_Z73ZO!1{r(I96rT&3Uknml_ET6)ET)YVT>dkdMhY^7kuUjs zvegW+RaHlzhHwo+J%gElcSit@%WW6OmuKe(YeZDhj6=BaMSS@2IoDwXm!F~(6<7A- zZenIMsKMQrYxs`rz7P3$r_8#)Dru%W^if+PaA1B2N%&4%i0Ku8W6@wOb$kz zNABHsY1K#NAce!ng}|-PqP)TE&vqG^ysHxNRnj?&y>43n-sA?~2Rn0R$a92~Ihl$n zyoSSZRwx@_uX=8Zf=e3X-UpL_5J*6Dak!ua2r7qrYz?9B5F_VRCY((K5fpvY&Tli^ zj}0Bx=A8VMKz8fjqpojU-o52GQytlbN^a*gsRR&7kVeZu2*Ep4927k601|L_qsJFs zJL$nYH46K*dj+&CMTs1a(o`Wp&L=PXk(=Ts&f`2E=I2k%KBW_U@k#;$lZU`07^zTt zueZimFbU!=;1gfb+(EAOo%SFU>f?Fu<4Jv21P)gM+W`XLQjs~Hho9}f#o<~?HIDS{ zf?H5ItUd8w`{I2(3ZKNKIvn+0qk4{j*5JPzRc;W)qR>(wGX_aOaMTKv`NqNfTBtFE zMDcoVCr5rBo%>t?=c%1Y2$+O4QeQ!U4uEXTA5v8DYsU|Ve@*qr6_EAWDtZD50Rin= zP^9(Eiwq1@*Q`^o*hiehX8$(njAY|UWb1DY}DiD6Ydk=J9e}GU5qLqMK5U4*;?U;rl3p zi1{mE*TfH-wrTdqeD?k3bP^kCU2qUylbvvl2-?F<0D?CC!<6z z&%RZl3ux7XK>)*2_34+iki=G(V?z+qUooy@9oan`i% zUK|c``Oga?An?i8ac&#!@I8d+yPt}tkzH&zWAL%`JeC+jsJXk02}dmfIgb1GesoNu zm+&i~n6nCHG~i=1Mt_Ry3xIkV$BJxBVj@s*a>18(X!8oFLPQ=HbB~IyznM){0;9X&=WV&{a54$hr2yBMvK@P8rv5 zxaLpr;XnX6*0}6|95%a-1cd5&2LO=ah@Ndno>?y|a~;1w6sZlbGM#Ylyc@eg^?WGR zyTeLsP^4|ZwBqiwno%*sRbmH7B(`sdS^+NJ`gYTKk2TgPMbAGo?XvvR!sRonahDDsx z&(Dtu#BcM`=;*QeQQlGB1`Jl8t{;3t`~H4f5^B}*?Y4)lJ85jQBgRd$<$jxZA&EG+RUgzC zsbC#06$cdF2sv`@Hx;F8msh~g8Vb{}fl>Gp3RS?Q!;zuekg{IP>&L`Ph5ZbXqi^Tu zMV21&`IXzX0J!wzQIRK{eV63${5yI5tK>foWFB4tvg`y(eA5!c+_^(Gey2MP?^vTm zT)w$!Hlm>rlhjOpFaNMvC?UspDA?Ylv(Oe|UrJ72@rCzddS#8=uD#;d(?!WlUa!@z zj?gQBrEoML!t*Y8o#T|H-u}klHN$}_@u6Bcb95*$E)O(Ax0q60DaV&NBcDE7 zbr@%_U?Q`+{naZMgHHkqsE$DPwyey^)ztggQE+kE->CS9WUi2TAH#4w+udrZPlwJ= z5u*;oh@l(1Z9{MN=9X&0b{(o+X7JwK>kA*|9u+zM>TsO?kgKmc!ZA`s#QW8gr#JNX zSdN%Y-DN&Ld3*b2qJU=$qe{uoVSA^M?KgDCRa_CGB0_hdG+|E1BTl(DIKZtbscj=n zIw;3VWZgyn0E_FgW&OG6+s&D(LmI~&hF-qqNG^Yy+36Ikd*}KkjIu(zAZ=CvD78Msj z1wakUbHm*RvLuI}_t2H{tsIfb_iMl;Nja9a0U1r&x418zx}-T@AMc{)8Ox4{qgAe**w?<+@q1c?Hb^C z{^i-OH_~eP-S-mQdO?`cv$K}t-ItD_nKCR20{UDIskC1KJ7DjNLws5U*Yc<`7ZMBK zq!PT`6KOhe4Gn{~9VY(ENr% zc56V363L~O>u~;KjoPk?(eG@x<<&#d7}hKVLk&mY8?cg51bxCJ$E+|90t#2;!k}+PtXCSrwg} zo(c~8@{WdZYd7Cv*@3pCL{W+#RPYLT_;qMo@U4ka(EOBmr#_9~(a8!q+iA)~vbJ^{ z>LW!v|G9HL!^7!sk~Mj-ck0qo8kZ7lnk3Z^W|EG@-%f~IFBM$@;P_vRiq+SIY|cD- z1;?x?lnulw_=+~%m%5tnew&(< zXFInG#;H+Ir{bo1-%|zWpJXdJ>^|_1-=G;SNI>*aneKY+uKaN28>AY#flE9MHwR5y z@_N?tngTBbwI2&!2SfgZI1bx%xia4v8t$E&w16Cb^IH4SWb*rTi~WKtz;pAx3z}7W zY;S$n$PI+sA%VBitzB2k*q;Q3M+xpHGm}Yut)|o>l~g`H^YB3x!P=`h zzF1*%z)i$a7}LG00+^J(XBUyN+}~`bdbHe7epZ<*FZRLiH6mRD9l-c1K^!=`YXV5o zo~5%keTupNW~{v;L91w9nidbpMx*lOcjnVGyqvbZfwJ7H7J0}(d<9qswYIx|P?fkt z!qxE#7=ofq5jtV-^^J1Y^s6d4u`2>b`p4Qz5U;WLp+Tcm3*q1$?ixUAiP^ zQJe8kN_oZ;C@rN=CO_>9_;vE-jKB{K^`&m2G{3mBnY`+x%6LZOutj(Rs)(fMGA>+6Tj%A_BYa%x5c^4J!X5*WUOrc^j+ za#b4Dlb4=pjmwArTVVt6z9IQ+%V2B{ZTDl1hrFY-Q(YWG90OOt%h(irbd1TjdZz3( zbr|y_g<&wKvJ8j4JRb6f25i&Z-TNx64=*xK5bsM$HqYxvU-r+e)(wwHVo~L02oX>}eM!5le~+Irk|d^Kgi^uXOMVcwRYve>DJn z4ymc?55wJGqvl?*Jr2o7W4UbooXDjVObPL=uT7OvzjJ9jm~$QEeT7t+_yT4FUi{$pP@j9MKl_ci)PnN-7vP0 z2NTmuEYs+4*%77LS(84@59Zt@{Fnt_etfERhp&(1V4PrtSE!`L|GCQObHkMfm(BF1 zzIzmLFNHt_-+Y87byf@I$BcyLb=+c)RBl_OR3P;JRc>iHpiI{euO1x)yqu=`ReZv1 zaJG~ls{Rmtq1Y(?3Vq`nkY=LV>iMF%3p%kKj_=YHr2;omrffMgeQ5OVO>T4MNYR$q zPOKi}Ee@vtrni73YmSM~{h8Ug7sEz8q<6W_4=h#U7%(6(RY3hKgxr{vyT(0c<>#+r zU*dST$t9An5#v#OHNFrSQB{_5iBC8$162VP_cHe@o@JVat=k{4WgrtMHd$dx(I6oJ4_wHwRRp z6?RuF*$2KXTk-(f%GPqSBWvI9K$gQ6)y zeF1={13aRk;vNJ#aFEvJ@30>QKODlT?&Zsq0;B*g#2|18g;#Yz{sK4vtwRT9 zfW{Btg1tgQg82y~33x{@@WL0?2>{Um450u8UO~~2cLrcP=)kD~Vc59(;2k(zs$gvg zSPApJrUPVoXOC1DR>d z`fVimuY43DOtYJ?7qy9>_jPixb%(qpD!D`SjqXHCS4*=rlWeInZKZl zx3XNPQ6nsJMD==)D{{T%Z{h5#$ZmdHX$#-@a>+IGOFOM;=5y+O|R|j}z9-JSYr;6zX_*S$TLF{s z8b@~42Ei`nm|AvN%}qCTS9ubiG&QShyx7`(@Utw1#y}<~HUl?9n1M-{;_jHHdMn-+ z{PEa?^}#xxa-1?Lma##Jgoj;pFkz49-6;v{Ps^m3bSYTI1`L8m+DmFGH*KF;{t-AV zZ84RtOan8DFrBh!X6>cg26>@9s zewug9$PSK`&j`2-C)V-I8U)skrFl@?9mg%uHs;SsQ8DJ{#-t~}E@0dP7h0%v9?#Tp zJumyiEe)Oz6d#L6l?y$bWj&mkE56)X(ejv7OCPoQZpU`f^AgY5E`KejK#A8vZURJMOD05o!v&W(B zg}Fz(n!du*3M=mc(~>;fX$P&b$eQnsRfC)qG6<7%RMs?ytSgX` zr@(|oGk1lm`mQ?I8wAvdF41r*Q710Jh8s5+yweWR^mpjM|#re-+! zqwGMk{)H)pvbV#f%uCZ4*>YtwK6r!Tpy01~@}+@pHB6i(7X6hH7Ug{A>qp{yRaxl9 zqF7zK=*F&uRbrt!x4Ltb&J~X4yDJrn2m@Kt6^OICOC!oPW>S=Dr!k%r-_?#9GxK;9 z^&`)`j!2M9(Q*k^J;O*2{j_~&E^vHC2z}Q20IFkyLhiS{yBhdvpC)&^mv&0Oyk&6P zc2(Q9pub{PZa}{wIJVh2>z97p=t6~GuwN4;m9~sj*m|*pJ~bY8eohBRVleuo+5%aQ zqOW8i2b~9BBV=FR@4=18>_Zr=aD+}E%`L$4ZHLay1vZARN-MK_#<;P?x;Hg@$yqQ1 zdi@rNig|DZ6%h6J!u{@{AGJ+t4Oec{@njcE3lMqxVGxvPoP^4*O@!q~7ptR8l4;@j z>ivA=PPoR9$ibjftmeer#M6{U^|V2?u=D#AhWeN)pij1>^ATJo;GAcjpn-xc1iLl} zAefjCGywHlmQhd%2+@e>h`D*xV6KaB6dR}7_hZu25)mKucISkRhReRSG4SvEP zhI$1|lHQ_H+=+{bE&3EhWyoFp^!Q_;ZcS-E|2wZhYO?o_g5-6HfI6vUO%9n}mb7kU>t#|Ihf`6J9p%wb&X>w7fMQ)O-Ybj;6c1+A99dPQ z<{@TQi{B`cxi9R)nuL$Vv$!bx1kOAZ97yqeFOP$U*bLDXPPZr%{bwPf(M|0SIL+U1 zZZ9EbizfsL!3(mFZoQ(=d5M0)Q*{muJ;&(*65kuv9{=0YwyCWi<6D+ns2fFqc z7{Fo#SmbJf_W!-;1?}$yTQR}bTVSgf^z$CF>R`Nf;g=;c5B}ud^Ddzi`3yv}HYT>$QTmnr+Jfb~fCJ*CW2f?`C5?R-?Jpd=UpIr#n)F@4TWZa$ zex10A%VjLL@(Nj&abed}`i);cN8xevSk6@^DhEFL++hzK)V~VeR>7)#AhO))|1~g} zm`$)8A-{X{Qg6RnGP2(O3NROHbS~(3jBu@Cm)GJ^2UDJix5B4-BytZ5N)(m~IAqD1 z!v)KGIU1`fmRROo5;qCsqPA^yeq6-z8YVID|9XK;?p<6b$db=AvUE<-zLm7_{t9@~ zj$wbgb^=y&cBWmvdxHmx_!(E08$s$Hh945Pu;>Qu$}agHyDbsCoQ>~on$_Kc_+~@{9Doz$o+P*p(~)^q|NYxqvrrT?RDWy zx&jodz1mOp!@pet6W0449k6kn;L*3Ty@v)ax2~74P*!CH^@ZcqS6}_lmc2c&zK5T#?7wA&C zBsZSif;!i9@($eU$nF{!=|31E;+ba2BWdicGgjU`(Eg?z>VOzeo)eol4%?va#c7?< z9rq{Om5rcxF-iXnsm@NvffH@u{Hp{$}e1Cl>Awq2dqxrOLNP zU!Y4}dMO#fy4pEQT^z5ER05+H48pGf&L5xFtJ`xHM>y0Y+H(n;`03-^61YSu;3J!= zT?>XI(`5#!KiUT`zeGyg==QsD`!vafg%Wl~WH{5uYr&4mpNI{BnkfURq9h~om{Zp`ave;IuoPmF!X2MkmKB(Geju>AS+ZVe{MNhV(8_e2Yhyju-DmoQAOo4+ft)lnTJX+q%sY*6 zuW#(^j&t(q8x4#BtBohh>N09da>yxX@5G&vJ%~uHhCWIs{P5Zea6It zfhf5AyCG54i&UagUTQ<>W9+e$wDz{Q)#oyw&XCUc3 z{PJP@is1q0>0_S>gY(;_D^JduCiapPyYxA4IJGcY^uPH-lipqdJ28WMFy}`#=gfroUeHo(J8`|Dq@KM7X@ zzup1AX5wQivQVB>_!098Bph!Yh}o7G_@FoAhDM!|i@k)ri*3Z_#^(`DS*o-s^Bom~ z_dE1oh`fEwPi$(_a`}~9Y{T-;?&Z>zRa&rjleK;xB;i`N{ywL-yUjCg`1$263nn#* zY3&)EGJ|o(_Qapc_>x7ZhNg2DSfJMYu74S1nEz8`chX>>=R>7>tLEv4>EcgsoryL| zS(@m#&f9DDe>^%K`zArS{>(4IgP~EMJl0y6oV+&98#|<@r=GaiV=9O(zC4D#+aTyR zJogxzU@}16zEST}gfgMBf~7*aT1?zrzYpj4cA`8o3OR=?4vX6NgTmpVu?bk420@QP z981)BO6eI0mAM(B?$8in63RD8BYM)h=Uy(~T#^YbB`=5TjCnD-; z+HLYY^#!ZSjLgTUVo5(=^6}DCCtwB(_AYZR&ZbO(FwrEcvqDI2k=g74*ITd{H5mZy; z14<;aw~23W_CXtGjC;A}wAB~uG;JFz`z!n3#jH0rudv?_PbpXEFXQJ2HRIhw0u5#J z;O60D_s|~Kq`nj{_mr4bbE%XxJah2SB!<_-0+EtIB#beRW*J&1J!52X+m4%eyskp> zXTVv+q2;feiYs>bU3T~}w=7H2x1@w$5_n2k)e1kF8tGm!U&5!@v@jv;NmbOiPny8H zW+!jDq%Uo5a!A8Le}U-kF0fXiw31UZQT#IP_U*PdQMdlRCb{y#czN+t(gKG^x>hX~Z^{zX8K)^z)OE~c+o=f@9|+X<&s@rWv@@SR z5NNP_K^Hk=I~>DlmHL!Bf6{j5rf1JpwW+3UeJRetOOgo)3MQB5}U|HX)D5 zir2m1K~V`=nH*1`Wxo}#x14l{ay^}13Q3FPc&og66Re={4naGvT3FL2rwh79{Zy$Z zI3l-H7A*NbwR-Zg_uBMI90y8j3x5@fYhP6S@?O=i1 z5!LWo8(~o zjRL|lPFd6q=}kT2P{AH{tUJ``J90aoZ}Bhj z9~2B9yHc;Y&$G+Pkd=toO*z%)D(RE-I}Mj;zOCNh9m{B#$d7#{9A?9%Q@R^NrKJCW zPe?t$V%OSSHmxtDtmO@>x?uc^k{kCpV{nN$UO!a6HEwhq=H1`(0AZsZ?>RUjqrLKu z#abVYn;^4!U_eW?RW)K#x~Q>@k5?_Z)IxRmW1-0k_yya@o8gbS-Av)?yp}rgypNNI z<|VshZke{dUb{P$_+1ju>XV_AN1A0UAX7CfWfT%NrlxC<94w(w zC#8xgG~;C);CX2-9~%+>G>_%B=ELF?2cG5r8hALp&h@^<97ep|n&-35wUlA)nMp** z_vOQbx*~OgcPSVnzv2+JCD2qS6WNRh(shZ{a(S1$GxwY5D@@}}3ozpIv_8CMpL!!- zV6TB6N-Wo;MzrM3^;JeH#`XsD0p-R|?{EF@XvUjMsJruJ)=h>=Xh1a``lD>pAS_|M zM1AFn(2dKY8DXw36wCrgf(#!t3kyu-H>MEFQgaNASwtI%`Edu=7L)y`JS+va;n#AZ zM5NY=C1lePAw#PwWJ1VmMn;xI_NOEH1D-{@{#}CE<40OYVE+}+X!&!00QUqub1$Kk6R-Dq_$hUZX%BHr zZ+{@Ne)76<#mpbCq*j8N zLc*o&FGtQKo()G1ufduEpR+^c%kS(k@U3?g@Xr&#$1b3|J}@Pq<2HuTN~m!; zs~W|;s$TT%tQ!C8XoU`ZW#`T^>!#yjxZB=4Ni{NOT_e`+; z*zkjCnLOsuA~mj{BM*jWkPpgyl6OYVxcIWfBz4F(dlI~Cw+N)AcU4PuY^15~ebb1K zW1LeB7|FLSj4-TbdrzwR#V(b>Vre_Jm5*!pR%GL*ROOiR;}Zsc|C!Gh*jK>owdrY7 zqpvs7U0AF2!;ru4c0A1_pDKEOav}@brbZRrPt9ByzH6I^c0Z+qN0#~8X^ngCA7EJmqq9$zjvo&FR3>R)yrys ztt*St>&CuCCs+?QBeL+kg!b2ZvPiuQ!(G%Xn`>!*flq%$5F%$H{vyjFha!2PZw7OD zU>yQXK`-#NsKo;G=7^u~-)^UI&I()s4R$`ZpD#bZy{NT6vuOFe)8P3!bMj{U>>}-4 z?u6kqYkbbjaUlze_wc&|@Ed*Zmx$z%U;KTvGguWt5+z4eA*~#cwI}P;&jM9V_>-dF zFv-VQwk?aM6g2Lh;MVvs{(5}z#zQbMR(hT3Lt%jX{R+Glb+NkkbZm?H$xOGq zSd5qL=e(HrvVL6w!YZUbA9kTC(r=Ar8D(z=BtB5oS~OUanfML2ig)E#|QQ>*aX+MV|AST+J^a%~k*b2D|MQ;U1xHMxN^T zUrs5Qq56KXWao9wqK4n?dLhXHOQ*j>9@+~FNvEe@7F6cS(l1}Ja&PbT$v(GQ%M-b` zEI=c_4xZS_ibrJfIPdxD7smHe~jBdZg6B>kmjmdR&si^j(BZPt9#>*YM+BMlz{sV`pWVhm?2~J7xxN zD}?^RM?SdLPaTz7((3iL{>)%rxt}UpM+_6*v5pFntjTA0eqQ=(fB$^qhA--0^c1lyq@nP$;w~t}W%N_Y-e0C{&sr3Xd9m*9 z_(@YIktg1X&b@rI*XHmgmE(bziq?rr`8WHqv#%znOGh+!iq7w-qzoCq4K4Y0A|>`V z9CnE1F>#+rxSa48@spBx+Jy*Z1&WQW zso75VUrujC$q#n4h&}#6Fjm4jdqJ@wq*fH_kyZRSW_x-|r!Cy$nfB&M)|V66lAI%6 z@pjD1p5YTWQYuy7VP31Jx_Ci>C!$etDJ@u!>&ThVCk%%l`P17TW%+L$2xYn@maMm9 zP7mMP=HtZI-V5ClN_8(xN(wHva&zZC?@2hpn7H}F&BHL19;aV`vwof;Gb!z%&5Gk! zC5+0fa4!}E;sP0&x#pO;$kqK8`Z8_#HPj+c+uM|IjuR3DKAE?fbc2E;9OZ6y1gVU32l zK5|&<2h0lvcNI7kJM}n-^I<=PSUzRpF1t07M|HHJouRM2bkVUcnV@$tUbjgVSXZU*voxnX&QTvtMuT# zMzKO}8Ct3IBOc+l*!Y&WukR`jx!YrR?G@ZrQ)6)>hA0-N_Hs6a$U)2>^hvO+>s#JV z#p`-10C6u2bh*hDn)W!2={;@*?rc|1iTyDVDtMY@*OzCcp z?G};W!yRF5u)XPJ^y(XDwW;l=n~}k~M~r+oF$e-wMZY_fb|m%-be26BOPzXQ5yam^pCt{%Z6JGo#g0fbcOgU|JQU64^ zs$;gujJv^dY&@iQ65U+k{rw!~6#hj;?-0|D*<*%BsDb4v=$1Gpq0h!+>l7~~XGpi!1_*teSPo{#04U2m_Z%}i* ze|7(W9M?RR*0&9l?7@YVg1+=e#)UUeyK zq1%{mCPZ+7v1fkHgi?F=E};t^GJQ)QG-8eI3bVI!83|mP?9JJ zhn&l((;sb_!3{53U>@t_(IW%RnLWoa|@3nx4 z1VWF1w9o^gBo>MULJt@~dJ!-R8mdYc6ha^rX^|jNFbPpmQ9=#9_l^w^5D+jZU3$@% z`+qa<&Ft)aJG(pE&VJ|oPFY370lQ_ONwC>GWehgZ1KKif*2Se6-8bFHxhE|xEv2_P z045!8f6-i`H}tAm)rNoQ8qC&L*mMYIx!%;>^qxbdSwrj3C-WpbJ3Eu$%NY|BaGut% zDR^pY-~{{vs1=jt&uRapJ2p5a!8tV=Z&5hP%6>twWhyPc_`Enj&xRt)q5#|YcOBXz zH+Lt4uT=8H1!VYrzc+ENXV=zTftsZJj02twPhJTSa0pIPUO^)T-lo!}H!&FH@1jpS zv7@t`KK|tPP@O~06@O3yxucS&K?w^24|4nDO>mx1Os+Z;=IkyYK3~XEEGFLR`K$$k zSb84ro}z|kSgRnw9uCrZ9>>MFk=xv}ccwdXG|uKed;8{}oBROFA6e3|II{_Alv>9!~$7U7!FDuKF`x^V^7Wp%9K ztohGwr3^b~+EBq=n-U+eiJ4}TFOKm@-aPL83sNkb<=7DamwjnAV$@Xon!5`mG>02z zC(^KW0zUqrj&Rxlqqc)sM|`KG!o-5k8Fus2_!CT#=QCZU)x9$}{%?0u?C+Ci@Ki=A z4BR&k(tufAe{D9q7j;&^36ssz0I5>@| zvk(^1#{OE%yhwcgRpIgtK<>AWxmysoVv29afxBoK_=_qJ=vx1BRLqYrMZX?^;{88f z>>A$-(5Nkx5*LhcUrT-6@AhT0RMhgU5jdoFEPMRzdK&CHiS#Qav4PX_#GFui+rxpdZM zXRZD(M{=>V?4ugHT7HX#gS7Yh9$KioK%kwJzSRonz_MD}ko3nknRs)PL<9hLBjz9& zoAt-!T_)+@qkkrDw4vG;-7#*aA?WDQruBLyekXS3K>bbm}7U+&%miW@Oef-aiJhSR-q=(GML0jFp z3Efz?&Y~wXsdbvu%FWTDzH42Fg45JF*qX@&nKcc7scD=knR}QJAqSq52FooObRld# z;ox+t{_z`*2(${n2(FvcQX$>t%N%NOcTl)1AD1eLuw@OlSnK!XC+DY-J=XFQ^HcL5 zKlw3l(s>XRgBIS>T;pRKOO!V|XMcRZHU0fhW%OCMn1N^r?1AWR&R>pq#A}BcyT?2V zB)4X2jfS|UJt$mE9}?f18< zYz57JT2&0|&*mTV!ScTxn8|}d!gj!s-nYLTuf}6G$L=isky&F$U)}utm*dX&WPOFu z9Yr5fP=f5&o1NXT6*wQuq|&G8_+wK8D!`PG3V7;+6XTN*1CJ&|p@8Z*Fu)Wif)j}| zlI3?qcuE6u!eq6K&kvss;Wspr69@Q$mfbIwIV|CK_`Jts$`f&qErN}e+KR%bYi?(` zkX8(&C(%req?}j@Psh37A9qUSHY7bWMU{eeIh~vwb8vm4=Lv+wbtqKJ(h_A!28yrc zo*zD*fG6PCiGYUyhimC@LmFT#0Og)5ucCv1xBp)>!*R z24_d2j#!(R3|OpSM41q@mlQ|{YcSG=Lb-4TnOUByrU{ z!plp;C+8agC&g)5oA_Nu3O;><|GP40?qwcN8!ufTofAnRp!R-8fkTDNl;= z<=IpDdD@kt4 zY*3ELN5PL0toPd*4z}5r$Jmy}hCjTFO~$QArQ;CGwDLc^jhki%-=+hMzHs(fqZvia)2eZ>?ERvT@$g`?UvyREP1u93r8ad{tj#M3nmv zhpkR-M6K_Q?QvDB2Qx;Z`6Sa!zCJJ+ePBY!5AZ%99SQF=I{oiz?|cqx2>ASf@|T0{ zj#G8ixs&iaF^``%wTIl5={`6$Y7p|5W1`V;U6Qh^HuUWqI}CFz$*;8=BE41k{JT-7 zCnRo##lJscno{-~k4~mVPSP9=OidHz>{b$`_&AZ%iHULMfd;~l2eE z0UugqnuX(rkTZN?(rXFRM(jMXj*ne3q5PL4FH41S)^VwB|5u^4CW}v8$F(6$ap%)N z-;}@?W^fVkvPK5^wWk{{bD~rb&Z>&LeM4JTv0#a(ukYl(F?^QWI7aqw4^MBk=Tz%(tAMB zUQIYQqA9c7wsW!8k>cVUy*TICi?+pesx5EwBFOy7L_wx0LJmyuRyAx9_v z`9#2CP0C!7aTZkO8h`u=!pR9O)!mt2y1sAND-A%k0!E_deVlV@Q1c915KI8YGgAkl zC#dn9dtYp7z@ybomkBYq2j2}Em3~W;cPN*2ez`OGxa&1hf85>f)nw>M30``J-Q|hG zS0HF$VJ~dCh)`pb*FJ&0&nG9$Sb#9&Zk86uB8;(oydP&7qx(2$6Gz(FXEWaR(ce5*pX(W-!&pWd#`2kMJ=5Aa`A{}tX zvVy@c;0L>>*I&ax2ily0E$jH-Ppnw5fM>FlvTFCB-ND3XPDKGYM+CRsQ$!SHTL&7v zpA}UO!2!DWg$m16q`mIltn?2k$6Kl@X9m!cFUVIJ{Q73t+SfBwp;yLomV4(LCsH*d zeu~cfDAN!oPg$gk)Z8h8kF-;wA8mS^nTx!6Psphv`mQLc4b(7{sZ6cLgIwYvYcB%!p0#mS3Ruk5CV_VsDXnn@UPuB!VAqzKUoHTdyTY*%b2dXmHG{dY7#BqC%Hf@W~Uzb$vYHoiy-ICP1QbWT@g|YR`%mB=<-s48}hgrP8NyJA(fOL`y{#s4zOEUzVlp zx>&DFtsIP%3T@ih4E?+r+Plc`Bn~e@pcal#8x-1Hb&7ZY{mg>Axx+1t>|seqB@>fi zSs|n4HnS{8_RokWc3U_B*|uW=0{A6#G9|ZEcfRSK$27<1`FA z-~&?V0_G~ck~-(yfgYG`))ag`a3(BGOj+$r0M<<*tR|a8ev&QM&@kKjVbmEyDkA>n z_?Vo4r}fN|xYg9+ZXapMCnu08P_IoP{MIYV&)2N52q8RFBPBdQWny-%qxa&plhZ05 zD!*T@%In-Rw9fT}^3%~VtOn?pn#`4EIh3fSWiVT;vJn2@OypV^a)|L&4LGj_M*HMm zE%_aDr6eKwU9#cNiUd+CylMapPk?b+G97E8uW!gxcwdz6n?4YwsI+(jl_{5=u@(Ot z%qTGx)iYpObu&1`IqrZeS-z}2R+OweSmZhL1FHho|2TQZDa=jC&01}PcS2XZ-Qs#} zG8YLdk~LXZTJlDwqQeqgVc z;ysv6W=u(mV&Lea09~PEC@Ejo)^e7~76s78DLc76V3?~sodM5va}Z#v=$=7BAojRT zH)~bBI1C8%BgwJ7+*QSm zS0Jn@YdV?oP~mA{a&;iXdaS2MV}5}Z7JzCO6zZrY?~XbJAbUT?Q`VF5znyuKJ)&Sb z&>zjPsFOt5fUAzq5J=<{z%fE3&-R;|;peuEUW#}pWzoqg!rkAczqJ*^Ml#FsvW?v0 zzfU@pm;F8yIbK?`IU|lAw7#by+Tjp6X?mCswC>Bzi1GJU`kz%kI%*Jfx{Vn12VRKg- z;wzbUh0)|BR~XDDl}NKYbP6&a>Urzo=%7{}hZ#J&4w?(%Rg!->or|%^2G?rl z95q=62+*irnBE%#Ogd1}{7QO3xJ>tw@Ke5NlShlZ9lCtGvoWWmuN=N$2Tkd#M2AI- z9R8z=AKuZ=5)<@0jPF0>wO5N)KNOYxsNbrF5QAWtl6kuMPp6MM>A!VV*sonMhW-DP zENd)mOMr}91AVRK9_Hi;IUSFsp6{0r8lzNsrCcIYuX8J2J-}`?cr6|F3qE{!VA|lJ z7}a3#p112sq?(AnrwrSqE9-Yxc{0f)oa-+KR&S?YUnAsekpF}2a6R8Wbj4qeA@`UZ zcG}XmGR4j!rg?N9t|XbFnvGpLJFI% z(E1L#?epGB5J;J3onjlPg4Q4!U3id_IU-=ZYtw+*n-C$8y=!ZRgN#S!Fl9BKK8V(^ zFzn-xN69J(%;ovwVe&cYVRK#8iGUd))cqO4e0^_{y@oC`*K54|=Toe=qA?f>SA-rn zvDurjdJDyOqzVZVd%$Q;nlBCh=Zn^quhF{2Q#FOD$H)=fX3z*uZ^SK~%^8i+Fy9K6 zfu>b0kp>~-YYB9~p=ziAQZ#rSr5tiP{dtlbPbvwJDnOuygb0|@ygRkzXG zG7Vj->kzZ8)2<`|WbY(**qy*~Rb^-M#{k4onK5)lwpS<_uj00r=hCidl53MXUpL9i zo%ya#$0m{9;)NMD+Gr;i&*-=*E6&%|+r0|@g^Um?7mt1bKjYoX<|y7+>O2n#kK4$D z2nib}b9zhuGlbiJk5DtiWOI$AFwM><;6ICuu1zISp08WulE4l{P$)wOjbU&LN7c90 zxZIq%V$2>S}c3mhWjE^mYe^2L~|Fjo!AYMmw^BePMciR7EFqR|tCy z_T`}~v~~2rY={9o^QEaoFN_2z9@JdgGP_E!CaS=&dL1$pB?DTFw_W^@L!bA{?@`Sx z%aX#;BH6r6>!~x#UkuRMI|h-@*Lp6V=v5zqeT8!-a7zVopQad*yn{|P_+mTvm`>Pg znvr~9E(8Q@hs?Kz1@J7)veyiOC`={eH^z|N$2^sTZ$@6r_YS##E+j$LP3;0M z?o8>qgFcZyu_Ma2Tzli&9i0xu%kLk)CphVFUfi;s5>GQk(f?ItT-{CU%pg>GKe_k% z?AHvya#-p?&w7Z$n7K`wm`!#HTdj*OC6{370-*v}ER83XSWOe4gA}F&EVY*t$5UV9 zwL*K!yjTYPH!Zbx4M%RAI;I04;*ttIJqN$uzEYsi>y2$I*1lQ-bCf&C8s>9`cpQ6z zdEaupg1a`=Ys~|=giHdYn==rkH0+feWx!AdfMt$ zx$Wm7^xUKt{yoCjeeKy72LXok5;$a$_kKW_OjR8)SanX*@1kMuJP~VNASatemY(rA zV>|dzL+jVr>7s?5bI~1<+)Bn(Qr~Xt6v|d)s#EtKho~Ebg5^=oJHlL3NLz>Mb0cZ9 z=Re%T`Xj8QT_8=*o>-Y)t8D8qd^vw|q}UFCBAcxt%y0eU%6DvRsUyozHmivlS|;37 zJyqpdlC)UU7F3LS!{ENqvm)y)$4zEPAZFuFZdf%t%~W0eJnUDsF4Q$lg=YEr4HEvb z|LyhU<$&~Lt#JcpCJW8*U)t$kQw*hZ$vb)2O%>;?J#BX|78dMsL?VuSBI;xNL52Agil)(vIrk)MM#;}gK)NtenD>YMO`A;vX(>~}G zawc2^=BGUxJ6Ak0I^X=uElKz5ij;h$Kwd9%*dwGbiu|%ReIPAKgX}-|w3O*_78>lI z`B7R!htd$-5-tu0HobTXS7v(~(|mI!mMZ&Qzd;-7r36+wh8~msdotfd8efL2o=)L= z$EpINJsMhM1Wi&K&tOBWeF0Wpz8gsk<%x32OW2_X@cig|q^&?T(~Ed7GZQj0Zt?Gn z;k4u%^J({xyW+u}aC~i{yCSm0;M2xNI%@c$Jz$bZR9(qI9j`@ShExUoMFhm_vfU)-!qq1Q{{iE zeQl3mtB5e`FC4XNE0QIZ-S_3(R&u#gKcMUn7x%E1(ucmwO)RcOnte| z*_#^YE|g;HCvAyqBb$y?6ZDQ!caud>dX?pcjJH*aFCu=;t%x5~MhZL%?z}=O90;_L%rOMxR z^bN|M=F5Y9X)?|oz%M>~j?rMncW9w$_Z;*_bj7X8?y)$YuV-2@lur;fqJP6ElusN2 zGaSY;c?4X#w3p@Wp*m>olZ=TwJ5o3~Ngpjgxec+MV3181F~O=D}n) zANhV09Q+|((E_Kc4f+0CbV;};%BbUboJF?|Va@=MQ)u0Uf%Uo@K+S79KsEME%tefD zpSv;IBXgD^V@9556%8cgwkF&JY8E~0*&!~EHx*?}+GQ;DkU!x-**br>*Ce?d{JwQc z#kcgS`qM`;M`u2Xib_6`pWf7*&|S?~m1tg;XkL+6T$Wf|%^O?F906%*K6p`e-su#f z)Y7+^PY@X{dgZBerWoIG^Q+@47ayMsWOa2N^6h%9LE(7ajPM_oYVs#;b}#ClYSAs+ zR&j3~i?35SL_{&vGFETZ=PgL>GVA|YmqFk7KJ_lt)P=+PrRDn1eETox@6ime*2}CR{BLM4mpwGzXY#6 z|9NZrHflw403D1fWqTe8n8&>yl~;YFf8G6hEyShHG4i7>=ay7B`lrOBd5`pxNz-An z7r7aelBYJIv6C&CzRhOAr{+{T>#m0xPOaA`lt%|GH65m)=61Mlr|4aeJlV>fyzT88 zkMX`0t+7T4^<in+2l3T`{=L6|KRREdq}BxY|&ObkMoN zO@$uZJfT_E4ZoHIRjl@xzid$QF3DBNZKddzCl+=76T-$JTcIx9M3CR!Um;^g78N-i zc>&GVi9HhTB2QFx4p*3t$1ZXIdN<*!C=R2ITAdG9yI>AZLPLw3HcT?Y@p*IFC0}JG zPnV^CQoh*_gh5fc+A?Ov?c*6U3=LwH023PgpHPYT66ZY=daCFJ;=tkG37AcWW&S%e ztZg3PCDVVF7?TUDtQA@kfH%ErBb|XUB-|ub8`dy)YmB55xO?JlPdb?{{pvQinNI(9 zgM_V~Y2dnQF`BH`C_`rJQpc656jP0rtTU#_GpMM_Vp6=me0p-Xp6-IrA$;NbLfhmCLKD$T*6)pEI9e! zGnr{2bqYJhr#FO&+L)5I8fCG5B7M3Y1mW(3J?M?q0x#$L(U!F$9QwA@o<{%WP(OMY zHzWK!Q&_~GHJ02YH*Njz4Lj-6Nl9h2CaO9@p%?v9UE@R7QKDNrYHZbTJ=*)v3{TYI zhQ8hJ!}T{mQ(l%fujqD`Y(o<|b+KvxdK^!~?OH!P?bJs$wTR zBq()Pcs8vvZdsx2;n>)jP>_??4t_1>Yic6-QN@*=j)C9bbbo)9d=`nk%&6Rp*%!Vt zwxw>zi``CB{%<@*b63}qpN)q)eF)57juZylS6u%uhi1%o>qC1!Ku*kTIbG3MZ9OvK c51bPL{LjpX@chdW|LQdf$$k;@{ok?w18gv&^8f$< literal 0 HcmV?d00001 From 05c2a7a3b7dc59541651e47c13cdbe3d96eabed6 Mon Sep 17 00:00:00 2001 From: Ayush kumar <67006255+Ayush7614@users.noreply.github.com> Date: Wed, 27 Jan 2021 11:12:21 +0530 Subject: [PATCH 05/10] Create README.md --- Data Visualization/README.md | 22 ++++++++++++++++++++++ 1 file changed, 22 insertions(+) create mode 100644 Data Visualization/README.md diff --git a/Data Visualization/README.md b/Data Visualization/README.md new file mode 100644 index 0000000000..3dc9d42bee --- /dev/null +++ b/Data Visualization/README.md @@ -0,0 +1,22 @@ +## Data Visulization + +Data Visualization is the presentation of data in graphical format. It helps people understand the significance of data by summarizing and +presenting huge amount of data in a simple and easy-to-understand format and helps communicate information clearly and effectively. + +## Setup Instruction + +First Open the terminal and write `pip install matplotlib` this will install required package then after make file `program.py` and take any one program out of three and write it +and run the `program.py` file . Sit relax and enjoy Data Visualization Process + + +## Output Line Plotting + + JPEG + +## Output Bar Plotting + + JPEG + +## Output Scatter Plotting + + JPEG From d5c220af33af081c0bad790289f1235040df3881 Mon Sep 17 00:00:00 2001 From: Ayush kumar <67006255+Ayush7614@users.noreply.github.com> Date: Sat, 30 Jan 2021 21:47:08 +0530 Subject: [PATCH 06/10] Add files via upload --- Data Visualization/Histo.png | Bin 0 -> 13935 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 Data Visualization/Histo.png diff --git a/Data Visualization/Histo.png b/Data Visualization/Histo.png new file mode 100644 index 0000000000000000000000000000000000000000..f5a1788fc83d14c8df87f1bd9a299b3403291201 GIT binary patch literal 13935 zcmeHtcU047-#6Ae>cWVKG6G^~^z39T>_68b83^-B0ZCNh_~@S^UaYvEzycEQ8@oV$b2sdFBeo!vZ~ z9qnYi9NdYHZmtIv;Gg|67d<>K6AvpYy8QPC6x`hLim##z6W}4=T>jwCZ_7$aBwJ{ zU1h&E=LFumL)3)4QU8c}w?(06i~PMy4~Gl3cs?mg-(t}El~cHkOm|88=KX8rLWWPs zj)+^iSCYqk=7^O`w+eUl9Kljz56<4_R0Orhsylwj4I-{R5PNbL3{FU>!zo}2C;00* zPtRfn`s;^pGrmHv-)=HnhF&*)la5}5Lav#jmn%9ij@kRp$0Hw2DHve)#hB zFH83~WfL%s6B-L|Y;5#lhO64Wd;W{@>C?9+2~av$mRszK4DqH1sLIL7B^yc4?aXm{ zA;-C{+UK+5#s;alNhS0loAa%yrwCOT{eJ&-etXW{)@8Ox5fr_BEY9phO(3-=nBVS+;zo z&Z$$UGAs)-OAVK!>69csJJI&~p@Dtv-My@_+$JicI+V$sqf>}YIMuH1Zf{O3{=V-n zDn(j4+S==kCVy#K$+f3wtE#J2*~b@aJCzH2y)1ithZ2>%CweR@NWPM!kAE0jT1rfo z&-GQP$)n#Gc3%Ow5jnYiIJUsKbJMXK>p~tHL{r5oK3=!ZEFMk{O)f9TVaZFZv5KaE z38Jy7sVH%%G5q8%5m8Z5R)bsM!OV)q55d6~U0lLnzkVH~O%Ajov8w%*4J<7!@7}$u zP$M(s~hYt=8j&Y>Nx_jfS9WP!Cj(05?Nr|BESRc>Rsn8#OYg6obvO*s{ zZiCE(g+p}e$=FSbWgoxaZ}ChwpT{f*47Gh>mM1XBxh$U;pwo;_HP~;V=%^N&TMmV za8P%GncFQ)4Rk7_XFRJUz%xuzPll|*`p97Y$FjGoUH+N9?a|JiJC%NZekC|K=DTy> zlcpk*!fxES5gc4JRlAQFYP)1dn)IiKD%n%3eqFKFZlLxaVXoI(Uq|QY(W58hRpecZ z2cp#29rh_XIR`G($6#Q4Q8ASz>_$IIvU(wR#=F}e6U$yc)t)`-)mQG-)zPHR&6{zDu9GCpkVouH@eTD&`=*(dKC-GeW~|da$9>1?~r> zi_H&;-u=4Py)Ds)5u!eNKX7qmVyiUzCOf2J0ej`X!_07tlHbg5xsC0QKW>6^(AmCL zOd-s>&v*B(Q*n25Gu`MF#%5-14n)L)j%XFz-&61e5Yz+ck@S3Htj=kFYAFU4Pnc=Z zr|pck+5|P-!z3I&d^q{(Q+Ygst}FMyw|H1r#-d8F;4sN5R4z>=aNoXtt3>84S>#IMxkLffG2D1vy-f6&=Qbi{BM0E**-E;<+Kx_G z0yjmU60ugHNJcMgD<(fbpVc2}L~VO&$^0z{+clp3VRSSF(6ZE}EAMf9+A1`ZawvL_ z5WrwqqR=cdceEwTwi1_#>%Vo3(VE2b$gr&pEOdfBNPhI_Q9A8w^c@9&-I6MFn{XFr z37rnn0mEG`-38Tkij|TB0|T6&55T8{hW%d1sTa6(Z*gkN2vK%w)6uEAv0lQiAx^nd zG5$$b7Udg}U1KxF{*&dZ0L;waBMrMo%G0wd4o4|ii)WQhozR@FKgbdzv&4)oEVeRf zl*u+CVw_hd7{)^V7RBxk3B*SA&UQ~vPYgzhz^FnOhI3z;y2Kgn=B_SrZT>Y%HKvEf(-A$N(A4EHYPZVv^;y6pfP1@@%i-y}Az6Q}=`myIhj!sUYckbLl z_Yi}@AW^1oulv7|{%381jK}JdBz*w~{z8Uf0srGdpx>gv`AnFUh69Y;G==d!gax+jMi(PVE=Uuvyn}vrl!U= zHdtHUR5Y`&lI!BdXODN=zkOngh)r*Mno-iD$B#o&Q&W4fS$}0R*G#pdrlzK1G`wAx z068d0{G}l!kKtxD&RDMf?1#4)46Du3tvW(VBRMbc&=B$A!-pEUpjkd(%SHrrF2l{g z_4;AaP;R|Q5t_Gv!&9U-QN+y2YEol{`78`XGo|?~X=W0CAxV3RFbZgrnW?}jdHVE} z71D+eXdBH&+|!Z*{WQ5VtuRlYkMH*E-yaqg6_ubYFE04K*bJ_r?Xu` z#W@&|rRu@atBhAWC}E3>i$2`hb|#NANeK?_%*E>i=ShI2X7%|`R#O6JQs!r~$WoO{ z1B$t{N9pOIAtJk}j%kTo(3tD*<1~N?qb=erEumF-uy1wxpMXYMbI5~H6@pN@qs*7+ z+*72);lbuGSgG>?|s{=e%T@$eQz0xUWeupi1`a-5b)@*0x7Mp>a-4y5`x4QNRB+oAG;=w0?gC zx@?hE-v>S5_)@>9>wk)~a3aE?E~>gC+dd^ZS$55uHFob`T=%!)Lm^g0Ly4&^eSC=+ zr(U?Ys1a`Vr^Yx5w=yO8oO=PV{tAgEfsIlU{p>^po6X*;?tZ>L_8>m1P0_Moe+5)1 zEz(G9Te{iPn{dnRrbb9fG->lmjU^&Rno25eeF?pP$6d7j*<%UqbRN5qnN7onlDX~V zaCn@0Y2|17Vrnm-FE)t2yzT7V1}wvMo%o?Wcz%iJXfn(vLThojsQ-?E9mr09O+$Ts z{k;7A0cUh9noU-xdpw>DoGZzqiU~*iRMi6F{SgbZjJF;QuJvn#H=>% z&}*R{S6r_OFc?Kc0dBKz;xk_F+_K+dW3+9cuO=)y z0A(&MKS@IL&P1Pyt`}!_u#R#-o$$bs88Z^-ajpM4$9UBpwIeK+v^=*CZHW&^Ivj$It>4MO%w=U6AJVfTvh8V9V|^)6w=$MqeVp>XHEY+} zFU_+!ysyzz9;_|0zbCoRJTnY!m7&%`e{e7YDfC|#8WXl*F!8Ex5#bW57uxBttSoK* zw6>B%?Ojm(O|IrPz7AduPFdw!fGJUc_b4cUa9109_L9+wPYQo2tWBcdmqe5Ixc&bm zjkq6aKf$MuRQ=MjeK>I9i+lHvaqnufojY^3YIr&S^wUpBa__e)`glw`_k7JAwSl`P zz|;3cs1L>f8|E200h1Advlzj|K^de}K+k_)f0*D5`FIYFG%u8+0Lq zUJ3B;n`0r^UtUCkzaT?0ZpBdhq7b9GUN3Hr=QJhc?1G z(|6=yw3mMm*dRqCsqrNa7k;J_X86+$fBjIc??n z*0fU@s)f*mo2vq(5mT&~x3eNti?;OjVIy~)>Pj0DtekaqiqNZU_kmiqp#)-1*64>1 zV7UE>A*tl(>HK77MujU2V{Ywf+C!j8A&0gKF|kKapEd|wK|Aojka2m@)inZqE)c*i zhPD?4Sp#P+sCj%+fYg&`Z{Vg9}4RbS5DUTrZO}Lv9fh)!q@xJ7cuQ{{Y_> z4dVaT5X9>MzA<5|inGPcBwZU(g6f;1rPluJPQ3onqkkB7$0*t7I4P9RyiV-Xo-CVY zS3gFpb);}OesbCH87x@J=)Nl^4(UPlAwGV|$;p1aD<4sV#5V1zS3A&Y9vdyB2Wsd= zNNy9ex_q>;1kR{pAb5y)Tku^x>Bj}nR3*~n)LkpN>=;d7_mgpl_8O|azlNldq(}2n zCAYpZ>rClG7f&OXwXix=jCORDRGx{2yqsL^8SmlWf+j*+QC(ee-JWqL|1*NTdGqG{ z-0Vo}?n{?0B|m=bm=!?)Jz;SqZD_1= zo)MbM*MxjvtCF1#>4QnqO*FvhikXMj*mPiI;9{q`CW@i2YstazoIbw$16eJg)YLha zXU`^QWH?ijT-@9!E7oqQa)`EO|3+?X(U+FGx=Q#ntNN3*J>Dx=_~%+O8F$|PNyU|B z<>np~mykd{wExl=5D`fjKPx{gVEhOzw$ZEx3GTTb zqEQc|KPy;q0C^h;dJxk*78F!e;p$a$UEeooEe5b$_00?B)lC0aQnAcTAu%8); z>}IxST1yydb3K-(qAPnwe6C-=&MKvI6(&k2E0FsPw{TVQ(0vJ2I*AArb39Vu3|`6H z_1WTo^Vr0Dq3_O41FtTihBVz>k(~pJkkC|_7~$UD`vhNozMIjUzoe$H2LJKIxYqFB zS(9C%(@;~AG+58-mf#%`+u%luQ72xw8y!u%vTS*BYU(bqS=)O*Ga)^2DXt1@Z3P%p z0>NNW?&pboC4e(#gDSme9Dg%3)E=4A<8RGv8+`c%-L9b;lVt}78xtk!q7^CdT{ZM! z0EE$r|ARzKcDEa)CUQ6J_v4X_Ya)ih0F_iguFdeM?r}V5OE|OpOM$^$pw~eh2r5vJ zpDax`Q7}97s*p}W+5;HlW$6S#(CL9YcQ0eSyO8$8G#$;NG|MPS3lx+HFr`v%4_GaX zM=23E5h;U<7ui4j+W~H$Q#E2e*rbm#Gy9lI0s*sI#H_{-P|l7PA*Jq}pr-=~njVoj zt)NYW%C9c-on|08nzYovy9HPaK7pWD#_n>$U^<%~N*H zbaoDdp^U#(@*3;F09Bn#DJ#>Im6hAKF9lY7D8|LbC7ZM`g~R5ekS;Wo_~&#ns-&bO zMvY*X;ML`bu$ea2nVSMxDAJx7jL5E&!A5~oku6}uVK8L=99cSv(=)_~v5yErJXw3` zrFIqg;^Ii(>ga6VytyjRv6T^J=^BDEF&F}n_HCeVF(B3J+8vRwe@>JA8)!@V1Z~q~ z)x(u=c`Er%^&|3iOc-~_5I6hAXD}9zs_Ru|F>DSRDCBHzRVYTt$Zfo-8@dJAr*jJn z0_J7D=M|gn7*tdsYVQfBqK>>zYl&EFkd8sk){kfyKOKeu|Y>r=7?= zDU!fO$A9T5`N#CrjGb>xP*-y9c!uIsFfwR2MfZ7?vhVv(gfx+P(*$5gREU$rm6eq> zo>tDhHb?=l9S`U=UBWqpPT+%XuuXkF{;>+V!xtLjMAOZ)B5v={*Mmb+wlEl9YE=nZ z73DEYgQ}It%0?|23H}qs$V?f^K#vk6cH?+(W-8PK1ZsE-q)C6z=lCN=WO4GeDp>?P zbixvgMngISNlGN0Jau(-!GMnH-GG~E4j>#xBW;$yW|~vrM#mzX4f+MfDn4t(L(0l< z)_F5&+SQ!NO6jXB*VlFm27TcC50Y?;gBCKc>UOK_eV8jq;ws*#(w8?A%VygwkzCv( zFW=BYh9I zUV+lu(t-hg)Y%S;CH+23u%7PW7#%hs#!nP{OYRx`2 zss@t5FtA;Gt$^}Efw5NDv<^K&`nvwITgrd3>~DX z3MB#{l(slK>Rp=pCyZqCbOa-c|0exB_-cv>E)o>)FTM+X1U6@WcT=xdw+msqL6rvT zo{`sT$Z6Id%5S#`MU1_+t`45|SA4u?>i*{K+iKigj|d7f%Yd_@wbg+j29b7I*;W!eOWs8_Vx*6-U6Xs ziKYW9Y11gU?6ee`;9}Mlv)*i3;2Z*OD_l;*pG-}wVYE567xM{B>Tv52-*3sw&f;M2;&ty^{=xWJ3X(^`N9s*`f*S8ymN1;Z)J;49mTc(}+Fn zdFf>0VbADE`7=4+4$bb%D$AkSuLnC2*(nNff^G3zNfDU9Uz+M*+5Y1I*jbaHPPFTI zcCMw8%m-EzA-d0OjKD>T1$7u8O?yLF8f&DraK4cPQ8DslA+$mk4vOSFN83Dy_M!qf zQn<;ihV|~Mu%5NGHS&4QvTUSw=tqPhLmO(vyO;;vRv|1VjRvY}3-a~DBvciUfI)3T zUJWjVy<4E;0AHV|p&F%Vi$(GhnQf4j7iJl*MZZyU7jgqYAlxpa`;y?v+!QfX+m7ht zDk+cC^ zD7iw(8S1M;*{Sd+>?nzV*0KL3gR~Azef)SYK0pT@GA}OV`^li8@TZO+KMps?B>R)w z-a6YbCp07JRz7Ps){(tK;Ic(WMNthD%k%1*;2=-B2f#sObA{RCuAkgF$Q#(6(C?+A z1F^&SKsz*gD~B7b_(Hd&SG|~ghuR8(v`pbv;$TJF-u-bk<=M0E&YnH% z&MwT$(>ZgdQ$gDVa!cB*^b#JmWkp91WjucJq-%UXz!K=w=zw0JvdB&oMd}mi*|&*e zoXXFQhR$7idw~v4<2ICsjZ#R&^>>UiwWk`Cf6yxC`4vLj1qxn3LH7G^_WKTqYan;A z`f=KQaWM3dc^W)Vf6xi)6`Zc#0X#~Q&>Ikbj8!1h0)kPnP@&5TtOC^VCGlhTr}i#{ zp<`ZANKb>K(dqqadl0Fg$b5d<%4&?^2N* zHPnzd)aK5_K!KoED-ayu?Y+464Xef|@Bp+XLZSgU8>Se@3T2f~1}FkDi>%$UKlt80 zb84?QT?&H%t%OEeG!SLU=&+}R!x+K;(SymJXA1fS$J_w@tvp(Evmr-AVhTYzT;2Q6 z=I!AOn0)F5TRh*MM4)bCJzp+dwO+MnW4kRmKoT0&vM;}Xp*He+WR6p2IlJp3m=ta# zrbIRzLbcJ1TqNPqDGmq>M2DqWbj^W^zIDUzQ5Oz4AJ7Nm?Wgm#hibd@!l3xKNmk_k zc&A$=ckVLje|0&(8G0FwzAE&Q|GzgnH`^;8I#h*N3hJ9%2XQ|-!%pp)4RaPVKNj}+ zIelj9Q@AzdRijyzSX)k4JLB2Q4WY;Y`1t;%Jv7fPU_)(?VuF6UFvJVcTWN5g7Xep# zIoJ1E>fbw|2FsFa&f9@ZMXdtMSFQ^N@?ufwY8`lE;7VSa(?<|`6o}yz5MCkhKpq9i zCIu3h?15&MlKxKmcGDu=A9S@U&!=f~_aY2Ec%eQR^ji}oa0k$k}&h;(u zx_O|n+sthPJOQl=3iQC;t54F_R;ZX~Xd2f2GR!BhpQuHPiMkBR7C)pD`fuw`l)k@$ zrAehf4@4bVg8tRJL&t|tq25sx!oY^2;Y=y=rxXcYj%n2>6h$qyC=HwdzllWARdlCr z!y~E#n?w!{4o2FM0zYzCkAh7csu^}c)_+4ogL-9<0q8P_THvWuYTL@spiWxQk=uhL z?@StB(HsT;Rfw$z?G~tgvk@Av(9xO#&=NFwLhlHxhuAa#7!|9{V^Ik0*50~swONt5 zv*?X#I=7du3z`|3{|i`(&CiQ7BQ0%hThO%$mL-JO8VpPNqM4O@&CUgExJ@ct60)-Y zx(6=MuLg{O(-Dd)7Ih#)F0z1K_3Gd`(GJCvu?KeA_`JXF1G;${ogz@`0^|Yw(+3%f zko6=C9BFITxEonRRu(0v@C`A$iJoHU6R!eYyIGq%V#NGq6*d^f=l=?~Zr)teF4OE( z&gXFm@OeGxGB2Gd*+*vz;jTbq7p@PiJ0^=JO`(HO`P5o2=@(*}ZdMJc*S53-_Y*VY z-KvZ1aS4NHg>aB92hraeUSqH3f+e2=-DM&b-8mQAMB1g|+7pu&GVGFBJQx?F72tPfRX__giiqg1U*8E3W?vUhhU~aP9HJkuLb;8Y7jn&4 z9l(78f{8LV)~GH2Fqi<-xJ~7+khwe0og_|8$q6%#s87mcnQR6#YX zj6HixJXz_sT)7PzW6wyGuV*%5R|w5m{98A%`q|Ij#F|F5UtFQFUjx@P2jnQ?ewYJE%)9r!W33U|@!J34i+`O=2_Nf{q0L&^8qcCuDwU8K`Pp@1| zCsC-&E<$jh4VUNG=z0m2syJmQyXFT+(K)03&t6G3&CMlfvwz9TI@l$c#H9?I^21o@ zO^0?4eKy?y+Q~PAOH|k1aYXp^t(x-(7O-FaYz_vSS23Ta%_CSrV8-#<8XTP4q@{s8 zWA<1l!pL{1Tp;^HU<}b0B7i6FYpT=jTMWuL6Qu~^eV{QExqxAS97qI1dyt9FgE}M= z8r6pq64^!xYD$A(HX@1%>KPb{w{vfaa^vCA3;~8Efi9i?PJUG~&iX2FHKr?nu*WTM xIv(|TmHHlj04^MIW`s69>j literal 0 HcmV?d00001 From ea649445a993c3157912ab17a90f8f448821daa6 Mon Sep 17 00:00:00 2001 From: Ayush kumar <67006255+Ayush7614@users.noreply.github.com> Date: Sat, 30 Jan 2021 21:50:41 +0530 Subject: [PATCH 07/10] Create program.py --- Data Visualization/Histogram Plotting/program.py | 12 ++++++++++++ 1 file changed, 12 insertions(+) create mode 100644 Data Visualization/Histogram Plotting/program.py diff --git a/Data Visualization/Histogram Plotting/program.py b/Data Visualization/Histogram Plotting/program.py new file mode 100644 index 0000000000..6c5469e192 --- /dev/null +++ b/Data Visualization/Histogram Plotting/program.py @@ -0,0 +1,12 @@ +# importing matplotlib module +from matplotlib import pyplot as plt + +# Y axis values + # [y1, y2, y3, y4] +y = [13, 1, 2, 6, 4] + +#Function to plot Histogram +plt.hist(y) + +#Function to show the plot +plt.show() From a6c8611593d5ea2b36fb6924301354bc14e9464d Mon Sep 17 00:00:00 2001 From: Ayush kumar <67006255+Ayush7614@users.noreply.github.com> Date: Sat, 30 Jan 2021 22:01:11 +0530 Subject: [PATCH 08/10] Add files via upload --- Data Visualization/Pie.png | Bin 0 -> 20812 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 Data Visualization/Pie.png diff --git a/Data Visualization/Pie.png b/Data Visualization/Pie.png new file mode 100644 index 0000000000000000000000000000000000000000..77d5be4bc692eedfdd116ffe5aa1e8a3afbb5917 GIT binary patch literal 20812 zcmeHv2V0cM()NQK~pMI*Vs_&}0yLv)(wKW*%&d?zU!f@-R znm&Ti+(VFK@BV!p{2zm}j}O3yte3j6mx0?uFK=rPJ4DOc>+vHuuSbqHXP?-4csjbd zN{E7gE}wPq@_OtkCno0dKLbSFJnY3<<13TFBqtu;mkWve1N5q=&C;Ad-V3DgbpI@+2I zex4O*x&%K}Zv5W_|EGih^Mn8I_QEB7S_Jt#G1Bvc*VMZb+dp=t)XvCx!QoNlZcBxO zgYWJLKCAH{z}DH%YeqnBZD(%oyM_{9clSFCe*frb)B9+2Cq4*2o0)N$9VNx4XJo($ zKEzkVf(r99PsT=Ly8Oe>f~YfdpeccKnsnTIqC)@qkf#TLTUG8uUi(RDu#m@4o zzva(!2R1j4@_IuNWc?TfsDLo6bPt||de^QnUk*-|JAOkREw+Wknf zN}EgkEF+h6>l_`Ts|Mk4;jNZ@60y`!-UgqzYg}e+UoiMl@S3EgdN$_jQFGOoa`(Ba zXYPYl*TLs?_$mHK1x31yAe+wtNCt~KJ1(Pl=FiyRNxO~yBh2$$i3av;Wu-5i2(KF> z3XXyv^XS<>qCw{7;mZ{ArAD}H!HXJGZkjhr+?SUFgX_Dgoe5p;F9?Ies>DAJLU8Ni z)CPi7$chepWWR5BH>=8E1^1?|xwpX8FG6%G@l zw{j1^Kh+aaEBMTSF?N7OgA(+BQ<)Xov z_Wh?8AyHf$_IM7iVj2HO5joXIfXU)Pm`YBKbN^*yp)MlWuSQvNYti?>NKf<~#X* z(CvXalt-x(NZ*A+dCd@uXt;=p6N+q@qTy({kW-Jp1~w73#FDwiWE~#F#7^ta0@u9- zHKXLDqvH?xAZX;q2<$z`CNFE)H2=V z9a{UllxxRPsJ^VFNfJ?IQJIgv+DCwzd%*@_0a9S$~0Iy=+_ zw2S6);MIO<$!z>HSBZ=wxpDU&y*^{5Z!;>|KGPwr%3u?#h*dj(Y1v*i*G$&^ki)>I z%eJiW^nTr8)h+FkV~BbORBaQlMd_7>mHcM%AZfQ(xXZbPJ}>mh|J$MaQZ!LyO(;H%3(%~1ul?*n7X32c5sE}bZfnA+iN=GqAzdy|pJR_YHe0saisP|5 ze3pDENgJ6;h%*rG5qyd>lXqVaL!atQLHW=xTE@ar z#ZbjZQ>p4n1Oa7#{)#16t(0T?&FC7^Heo0P7tZ9dbqVQ`hI1We00ci=wm(U12{Fpn zrb=y|k4oW)|E?tCl-~x`Z~+gb{*8HUKnlC(`i`Z&vPzR}w33i%-5+xDYwpu8L;rNKYSoed<9 z2)5*p&GuMQR${NzXNv@J>&IrkhuM#&J2x>l|I?jGXenH>|x9 z_{YnF`62AxZmPlY2d?a*Q|41QLdxi6e~%jSb(btNT({xq8hf=_9M&$Xz;7Yr;sd2Z zKlQ(e=59f=^nAcRSCbJ`y7%hIMo!q9NZN?fz*qaN032c-JI(3H%m zP=SFuv0*vSF^=Q!ullQ?%*eYY?!6C~a;TA-5P4t#!pD_t=7G9LX*c@N=x0g1q03se zjY%27y}++R2P`&lRg;)}xM9_ygR^2n8rRn2k1C~}w71t=ElQDJm3AI{7D<0xhMFS2 z;p@a;4jnAYyuGpjxY8v9M-BcO->ETrKt@jlWsX?Z)VrG1ISgdmx_F{08?U{_3)4nM zv|CEIs}>@`^)p!DXM@A00)gwxidXY)sNG$-&t8eCt=6#Mx;YC%A~AA6;go#R2$YAW z4a!qAlfo>W$|Am8!5fg&Js-$pnY3w)X`t=e<29*P#2?}LY}U&IShM1Yf*yBR$CUK}Vb4wR+C}=sc(Bog&H~g+UwLG5%Drib znZen2!zC$%msP{<(0IYAc&=}Y#&l^&H^{Uk2xyC zX*+V?nmty8kuM1>V6F)|+-`$m5PJL2B)|svr;zhFvowA6#Wv5BT!UcVuHkOZqo-@h z|FLmE0`Q@^kyPK6UvKjYYxU#zUjUbgn&0yK9d*1*Rc?(re%~k1?BHh@)F_`FoW6*y zF|z7c9lAm>S2MNyok?(jb<=A>UW=vdc$=^SKM31Cn#6dg^=nUHvaBcWKqh1#EZ7pxG{F*DD zw zy4|$u0`;f_wZ6_{ni^3>PFC7V&nuE~UaKU;Sj$sJf2fxj->g?|9+ldljQ$KqGcY&{ zG#n+OTfQnV#5p@hwC9V3AF}a49hPO63mh)iXxNZjfKEXs4&YhE*RSG+*%1ky;%pGV z@HTNVoUkdZtdl~uUIGdMpC$kbZH0c&1x`S;EW7_ief04YY{iFM&6?(QsY)!Z;1$Z~ zE4B9tC?jR=`S~O`Iuyd7*RUzSYoH7ERW%shSL+>kg)!Ij4MW&i&2E;@K_3&Yf9&O2 zi6WA|2S-cF$qTp!X=2-G4dT6OKV~hu_jEaDC=9#<4r47+u@ow8v37I8(NPBg{rXh^ z^sigo4yA3#o%%-W3D=VjIVQ%Iy>lgkElM6Y;eC#nW^O2@QO5Fvv0ZyJqa5TtxA#SJ z?t%ria-tlc&H+a`xnxl#+^{+?Xkd>Z^%Tn&88%|JhxQDN*2B!~{rqc)KR66}5`hdf z@ne;j12?g|y__Iffo89_-!ouV_6bna_(dPdCO?2>!i~KF{&e9eV1z|H$XpdV2s>Qc zcz2xyVdf z)hnzb2CD`$e_S1um@IiTcp(DZ3Q@#D zH%itz$sc(5rI#(B?VPh~)KQ{?!!vzywWVkjZR#jkBQi$?1+_0*h^pGqVqVnB)!a?q zTH3vThp#IEsDOqiWyhye3)38Sr51+ovF~u!2>A*2QWr;3m{M+mqv@!^exgw4(-MZ5 z=P4bFQ_(x4XVYHhIShId=M&lmN{N#QjZLp0s&{B=g8a{j3aM9tGx&Ch+ zDU0N4yr!)e%9+HP9&fhZBxth+suDQo?{Lmp!R4qy@?9{eeyJyFRB5sw>S?HZ@HAiD zBDr;T4Q`+SsQnsTT2ZL+dQUGKjpP2XC6+x)DH{3!ljzu)fqgvRA5&A)^baAo+4(r_mxnPr)S|o`uGfh+Mskw3bS{eNQR3J>CN*v=Mk2P+64u!{lD2otL4$7W^`ogg9(Kk31YX|? zA?!iV_$hZ>Ex+7|K|E_cdtvP*Jm=z)x)591&dyg#QGXm{wm{CaNwke;N>R5+VQ*f~ zKMLJ%-xu=F1)D9NKNpd!syi8~a9QzJgS(CeLN#<@#Z!RELyUvApS zEJ*Ki69DFOKx2fu0gM2zT~Pqo`gzSc53{{-Ay?$~{UVf(S>Lj0cVnFdimvNqgXdA0 zajBg*0EnNm5Flo~mygsXYu3cdhYQz;Gr5ho;f(!J_-$+oFDRn}-T~L}ah;#NvA;9i z%eLQa?d%${b;tM}+-pn<)fWP#f^6YzCU7=;kjd;5RGFVz296s|@$>NwuJy^J2N?ig zXWyUbJnj3M4O!O%OZhpZNPdAX54vssMOoN+^h{+$m8eIxKNuHMnD4fFRs@;Lge#G7 zc8;pr>d6)HIjt&vC|WeW%mk5kC584LHqXTm;>Ho&viqQ_nZ)={e*HMhz&K~xJ2_A4NQe1s*T*?~mO?qL3V%6~ha*V~URSKQlMm(@k>y`I^W`w)w& z)`YqcqysLzP2^-sU2+{buW$oTKhvm6DDOAXXc3`Iut_P!NJMZkGblN(v zCT~LD-*#$kbBS~x$#e$5r1A}5t4glt{c?wCx%)&-awLadUmV!i=O*gxa}Dy5*D#B} zJv5`v93GTf^PKnYPzk?l(smQTNhXttE^g(tN)Ta@nDby`#eAe~;AZB1e0Sku@qy$1 zL<|j7ln3B33=uF2Z#-|$~KAi&e0C+p14tc8& zHsdbLAd@!gqSZ3lBW`13K;#H^eFJKu6`UdTtU2IW>36?_9G5C!FsZ`w432&r;?G5I zr3R&8$Y>%edLY!P2oC~VE(!o!HhEmBCDhc2WYm2Bjk?)t1k{<2e}Pbn==K6w(WT?{ zz8^a~5Y#?eF#M#uN@;^s=#{O`MA{l^Dwu@VeuT7A3-) zWn}(>dnmX>T1o!_~i(UWWbfIO=rLcEM#U?L~U<;jfAp0K-mYYj|WGz zZ9NJz)v!#1GkJeENs|KwX&g{_n2ED3_G?;JQ98n4c{H-U8OQ|Qu-UEJUeOX~eg#e< z1Sd(jQX`RpG9uB@^|ni!F&A@8<`Q&U<>c1fXNlT{$5eDc{-7f6M~LgCVJ$J!(DX0g zpBFF41I$bbQ{Yu^bJD;5W~qekMUDuh`kqD6&=lnbJ{`SA#sPf?tZWaz`X@37$w6?p9;IV&-X9g1FT{` z(zOV695I~8A2*Q%o`2&!#5uvUosuIue+Q`NrQygK$lO9}+@*|+o8ap1PXHq&tlDke znJGF5)rBl4+>a`kRUP1loTEqY=RpZ84+2nnf&watbnJFlpmQJxyN(4+@cFmEVz(%U zcDIRD8?PY#NRV;>(LDVm1gj_4V17ZNr-N-upXyfg6Eq??4uHe1$vJ*x-K+sL?QB z|J>*^-O^69YpMjEnA%L#E;#mC37TKr_{f-aY@5A$b7uSDw6v|RogazyC+By|N(rz( z;105aB6mr-Vg^gEqG%K{Nj#c_if=IaO}%bls-aNrXao&t3rl^K%mWSc^%hbwhk8_C?Gr|NPpc|95wjq0*c0K z$lbX(QaZ{Upv89hCf@(D@vgKcMcXJqi>Os8` z{6~f3b<(lc0-J%Fs(?`~;G&H_HZB2h``@HIZhHEIXmI^i-?1_GUy_1Fe~J0n6td(a zCDPC*Td#>}n)L+CJp%hh!W zxQe3k3a1_zJ;Rq;CW$&8Q)W1_Nzo=;&L8D2CZuC?*OnhuNiyR6p zHD$pi z9Qu6Lzt{`vFIq@H1YC-ctaGKbIyjwy3uJ{0%m9>G$40J5`p7g;^S907<|?RWU4206 z+6Jfs|3!p^pbToY*MQ&h8k9Plk18$2^>XTZ-17@&LmogF`J>F!9Eh)H+dsx;nQ~1K z2oVzt<%0?9ONVTEA>qK{Aup4<2ZNj7$*cEVwh$4d6>=}&+k8YQuzE9V``$)nMo|VJ z(PREJG))21UWQ9Ro6)F*<_t9mxhAcyfrn4sbCU*&IZY9&=vexn++{PgfP{;nWHuG18x7%yI1FkUUdmag_zXx-lnaLIl?BUmH6Ep@+&z+>ArFxB%r0FbuEbw#NgRvhcwf{asVNmk=+AD0EsqQN1*;zmw;S zLQmozff7Z%9R&z}6ckRfL*9U0iGd=2Xv?}9(n)TRJO5jO0mPT?qYB^B!EkQzwtzibIL+|EyQIZ3P# zZiLciHhkj&aBoPFSG(Y=vW!nh2icOv=sj5IPr$%>rNCuIvgEIbjn~dQyWbp31vXeY zGy1=U*$@Ai<>F2(an7VrNpy)JMpXYS(yI)3jgsR^i!v6qrwGzQy8D{7%E|v(=C{4~ z?5Q20^F?86xJO_&(d0`2LJ9D>O;FmbPXZ{abrYz;J2;@hNWrA0@wqukpdcfP3S~;^ zI&*Di6RTYIL4Zm>J7h?e4$p#h9q98{>RO5q)cxH_MDWc|FcL8bGR`<6{H!xA#tNQQxSmO%m7h6i-zpR>#_%O84?Fy;Gkdg{8JWA(=nQ-) zw?NAr3BVVIB%fiY|Bm}HmY=qP8@=}URzbjYbiFanOTqXxVSeDr6H>q(?`~>>(Kl2V ze{O#+=pi1RiC6Q~XkR5xv)(8+nT`lZkuToDKsdqMfhkoM-6tBU0CZ3 z%5X9m_5SiqQTO=E;({VkxO*v^?~LF*VQVg045kwAqh~h$yRzIWkKch@JjRFrjK$S_ zuJ&}97%pJDc8b08z;>1#`*alQj?ei*c4+$H`m~;juUyiD1&3;PzFzv+hV4IFzz~T^ zhzm>HZZ!EsJXp-n_zPuUS-%wZF>8C%*-7A%NbRE3UtO^S3^)HPIe6sthfKzZlUaP6 zl}iZ&0>wdYjj^RaN8c%~4(p=Zj#J!=5*7`9InKnq;^W@^SXELa5w~d3lexT>8|s;{ zk)Z0gu9&VHBl|yF$3R{N_;=2$;VC;-`fUUl8TR5_W+Nk8r+qg9{wgN_ui*kVlYPM@IOe}Vl9eHs;cG>rn>+2z_gFt!!oy0TzvMFNwwhYmlpMj+zD%vC zF$AlZ*ro`v2Qrf{bB@rxG$lHTBF@COpC009hwruE`^|Gb55J7&MYN!$dl|qg{I54Wc3SSuL*>kDY#`1X0dzRa1vQ@m$XGgD+C?5Vd!5u%TZ_gCau+`N zIT^KNc$%G1am?YCzxLn2bDaoMxHS?`yRpnvTNc=g-L7oX2@~O(QMYf9K;f0X&GL&r?apdt-~#-(@7$lEry`mFcRXo-dF-U3~*X2Oo@5B z&4Ld*qL|8+*lLHLWaEE5k!HHj%4Okxmqb4&4&p#7Jl1{*dNnw%%A#oY``&c-5T8@q zw=j8s*G&15spQ|v60PiTAB+x+jnxykQ6qt#07{B*w}?6&Q$;T6A$&b_DYe-e?iE%n zx-h_;mNs^#I`BY0Tct9OTk4XBos#0ef-mpmPk^*(uD6#arfN4(m015tJG^t*g0(QE zFxS(!BRP+OT)UQ?jSqG;{Po2Uc@5b)y4ZZ==3MkQ4cyS%i_LD{mv5)M!47CB^U7N) z0GIGe$`fv&JBECugisHg*nbVTUm|cx*y9@GT|zrLM)YUTZ$#V1sk_#N9O!cAF)5sd zHlt*EmzplsKN{-_CA)>Ba2QE_56Ao4lai+@Vx?LP?HSNHIe?zpE13BVx`zM&LKph$ zjDm2+#~>2jZEP_#1CP>K-ic}j)a|s@`9l#KvTV`6(pL=mU=)2ofd<2Sr^QJ>L8)Ec zk{3uO1Ndn)O$#%3sWq5gzjY+PQ|ci9qgb8Js5wDgPwBB0Oub}aV1AIvq-n0gY^pHx zv+8Fsr#mj{X|BO;nZGC@NPFm1^-pX)Te593P zpzF$ACv*+3bP09*!M%X=|EA41c(|iQbj+_u`}nkVyKiDoxCb3%fEUa+h2X>YpBaEW z?4lGbSS%#@t7au*c`uu~UnMMr#NDUe@0RbR7_jmd4*$lKqO1rkeygv{F*+X@ z2PERK+2bX?q|IV?`np({XUG;t@JZ3l6n!sIo&%o+-)`nyiJwoaK|As$YzUwmOW@2s zDfD}!;Q{fDi9I&N^d5EzoLhQ^^=m|#GgrIY>f3+z%uD&T^&2v13hm%!Yp*`FAE!NV z`Hbh|{n>b7PVWsYvK&I15J0T!pWq{%FN# zi&-pOY|(oLvUmQHE{fepc;K5pf8kcI!bPlvznqX^Q2jIrPW-| z?QpK+Vi8*Q93SVn+IBa>6JLP63&f(3OyWC#0m%4@%Dm~Rntf^mu_^yc& zf`xM>&N|uSBg~#Yh0Awus~f%#_sQ!2y(&TN__7IoZN{W_B^iVc!e4-z)6(B`t3N$A?#zK^?zPwAm^^*}1T^ zE#Y_sydmu)@6e~RE2(x@=5JHnd3S)h}mdfbv{&1XSr2i?mVlVfIQ*Naa8TpmIP zT_)_?VRn{idi*1<-}%Q;*j)0o`N_<}PghWkev=utX=o_egYtXCPHVC?kU(MRy@DbAud%4;N69XpM|qw4VhsDGFuyclfCt- z+ubIL{>J{kv`Qrq~3IWIrUIfc-8_!_Bd*RKgq?+xy0ttd` zM|(zTy*P?d(ZO-LqH1mb7El5ewKm-S-ta%AoC@MLe~O8SdYx?HIX%1R{doToG|>8+ z`H;)#j!ziv6u?pONebgKFQhtD%AD_U5761*qvdNV~;Y;WbS zHG$2vWVsjoeMj%#@*C+v^ZdN`J-EKZ4x~tn`W$f4?A`ZJeAOBwaT&YIhKy%Y9U!vR# z8v_&0104l%6b-`4MiK4fD*A%XiExttc$AL$mrvW@*5k2HRr72ni(+#P<}$CvFGtPeIaw#IRTuILy^P15kiHheA(6Qd4Tu zA1MC5_|ko|N{@`&y^w1lbZmm>TusLNvRI>L z_NWA&#SSzR@ytG3qIz_$kWx@Rxpq9Oxv+<^D~o29<}r9k?Fs1T=!#vRaT z>G5b(S6OT|8bCwzP>OS8aq>HinTr-!)924dDV(rj7tjS)fM3KsZ|V%sS%|O6m>Y9n z(InP=VJmeQ$mf0SX*BE(8}MZpOZ|^ z63oo47e+B&_^C;pxj{T3VPM}C(uYrAHhe1x@svW^>$^{x>a(+c5Nzp0duH))G>(cZ z0|=RE!YQ*=cME_=G#Gq4@*&>APGXf@j-dA;#;8oZnTeSqF~Y~7ugG|y3ckg`b0~Ft zyjoQN6n5ENxG5)R+n=2Fpba880~X8r9#csM?5r<4UbJ9G?2}JfPRJ?`uYmv|WUb6q za`|4}OlvRay7&tV)WaAiZg32Sgh8CV{cUnq{Vu~zbGhEXGH@uGZ6K!2uloQU~=h z?`&gpH=?vXs^-M>A( z(<1rR5zr&>I9o`{*8avF8Bvt_m+kH^VxcFG$2Gq(2OVvnJ!_r}?ho#+X6oC&*6j=I zvH2V-2-WZg0-nCt{+>Sj`qNscmn=e^~!$<>{>Y zyX!oNuc2sK=d6JS=pQPpyy1Vaf;Q*Uk6%BLbUZQ=qa`cD>*#Y8Mdua1toZn5uhO~? ziQZRLU46m3(=EfJH>dXkqN@*D!-Dk<_1N4OaM-e z%+H^R`MuL)Lr%f!Us#@Wg}IN~!03FBz8*`Otj&{s`#n;Q8?@D!lkLvZ_F;7sKgFw> zUN!7=d<`>kQi~hAfHXg?U%VaDr}IT`@Yys^RnsX zodNvpO^SV&s*cb?#kbA7^IesvdaJCgL{mrW>k>Tdx)Ga2Yy7N8S`8+AtkP>oYi!0Zja)9$0- zDA6m)Z&O(u&nb2OaI{1cXoR!2?LJ|?_!7npg(9(TehH4RJMY9K4_hW;6o6~4NQ?Qq zsV%*QwqVtow#sEXfvL(>g9)MSsawe3nDXipJ#l|+Hw+`&V_B;#F>hnZC zCx^TLWZ=_ZAN6QkoU{4Zln2GdzzZGIxReDGEga0Qs8M&y2skmy022D|)B7}@wJ0=I zroPdGC-djBTb$?RY=15F0b`#v^ZJ_D8hIvK?#1Oxmu#>>4bmXI{?k8TxDhTxR?QWu zDfsKjV}GmuU*w=j&5Y_yph?yUhUr?utF>1eF*`Boy7aQkbvcQ1leS2g(G)nDQbPR; zTn+%OHD-s;(JlddUvx0q3RgwX{8n1(s0r9tV@rRJdv^{e1#%^Pc&A^`;>v0R*`{9{ zhwYk&U-@*Xk)yo2tAzE=>>{6gJk_gJ{=kg=VT(5m2Q~Ocf?U0LXYlw2SM1(|{au=1 zC0Hpdd^)f=HCrCc1hWtq^j;9UUo`}%Q?Vw#j5Q@Joy_`x|7jA@Fhyvs zKFN;kayQCTBb}~uy=eA2d6c@OQGZJ|DCduyOxfg3y+7ceWq3`m?35nZX=LGlrqL%W z%J1_03Svj*!XbC#<67v)-|+M2=3#U^P4*5m^U?eQq^X^b##yu za2$UAfnv)$d(&bRkPrs_DUd?*aWy;;&_1~Prm|tWE4~>RG%~MC^GR$uR@ws8Or!=+ znw!F0hntmLfQe-Su?Oi~Uhx#T*pNOjUi8<*YoCdNc%1#_<*2x*I14|^vxF~+ed4pD zO$PQcb#0+6wsWTApsqoD7y($PJ8K`=s1?=WCT2R{Mn!xQ)Cu+TzPv!*I+i+QFZexl zhMmL6;0&r;UGJVDsGcr_c`*@&0x<5&rVJnA}RyrQW|FN{@4n;vE7f52E*JLR-TdcTAn|)H&b9v zi=~Mdi<(=wlcImM?KnL;*ZWZN5-tL?t0D?afJ6%}$}b3&S^J1?MU7}4?tXqtSYSro zFr0f4cz5eTL13R=uEg!OoNy%@;5x@(yWGcj>(9})hXHApS=Aq}DTzBj@h?HyEjW#g zF<7hUY!5!eXw3da`yMZJ0;ZqG(>%37DwG~>2CkDn82Bhp7!gC~Sk@aUAAHlJZ4S|3 zjGV3=c;d;?#lq;w!B$7_Mjp~uEHMclC4CNfT*&l&A_YKee0k^e=oDU zBg{!jm7Ch^T>{6aoe3n<;~IeECe}WOP9CfgX#g9=Cfuk z*kZ`AmLW0m?kxS>iLHU6FkEL!v|OeTy-#(GZ?rh!U>P(BBVN?ru&>g|ejYEgj9;@ETSCEhLfu#~%=~gPhuz7zEbU)w zZ6S=2!rr44m7M}K4S2w+@ALN8TbAfBGf$Pkr)*|xeV?!0e?;cr!L5xc*kM~xy7Uz+H`^yi2It z6S@|>wvDTHnV^~!27#|DvxT06#Zq=hg!duM1wv(czRkF-1d#lMfb#a2xuEajP;y?_ zJLfy9mx&2GQrc~Vi<~leJEPWK8u9^u(`jXA7FSYP2afHLt`{IIsuWi}-hD|BI~_v*yNgq6bf43E(&*d_mW zbG0ieJ(t{J(7@R@4We=|Z-3%Ex-)g0wVLX{AbUO8OtdBNa7|C%_6F$`cn4g>`6!O3 zYW|a0F*Or>h=A@wYR)k0mN_6RBX}i%8)BY`0j>k+rrrM{HFAFK%`LIe@Th9oReTaU zfMnf+d!z_g>A8YWHrw)m1EfZ7!iLoI8^bRwxZD)iVV{Y`%4BBT4ObiT==I^FZKCaW zL1kFu--L(B=eHV6mcxy-17MF|$fA&Qm|J7kwTzEfQEf`|-s|1sho;^OyK!o=9dv&=FLk4crf%IfXfq?b_9sA4XnopdCem z-gc^+`LDJJaVbfnZeN6^Whn-iENB@)M-Z}3>FL(_Wi%w#aPY$o_nlb+^lmFU7^(-1 zJ{ccGgL3kA{9Ua?R+i%WYnNWp!|1ZkOnJ}F5s^gk9?&MqM}MDt9Sq#8Eo=!uhS2h^t% z#3`2=AjGempbSy&)44`1>won?iQYrvUOw}JN5G1;?sU_uX6$@Xc-{#Xc=I6OHAr~p zdX5`1g^B3YUuER*08W@5^1X1FW6KiyLXfVwuh*TLLq9!5)NSaW7{JIQ0pmXtzql_t z4zx@Pj8@Y%lRif4VDSbIKj6`5bl$hOwyRpwH#W)|{M4zC*RYNh`uB@G+GfLS3pO$C zy|1u!b*HtvonPAe(T`V&FPNfkNsn>F+V(sF5~ac690!;7n(ea9PG@T=fo8BSYRKMu z<4JsadeKt{dprSNcj|yl;$9AKwrCMLczsexD0VuQ-2AqIW0vQ!1y}{`e%6FR>0I)7 z<0-4pnii*6iW)Ap(bCUtY#m4F4E|GTEkwHEcOIJUU}J&5y2iDG2EHWf%+=15zS9TC z>v#LaXC%_10HIl2$A{>0!<#pB{eBo9H~;N9CJj*!;E1juP7+IqAB`%GMYdn%nV86uB$TLhTV)V zc9HHIvM6x&*STjaf{P6QCOz@sE{F#a&{cd{Xtg7_@KxvVia$p|E0R)8{zRCu2cEfe z$95MwSHnR?j_k^3i@an1yy4C28k;gk=U~!+!oAT9YF7JW8NB&^i^YiUXD_!lmsHkY zxly;QEHLoWpzt3~J|>xsL4@$4@xbbGz9nb}9@I1#3Bj@#xrXmY?SjrSzH1;LAFhf2 z#IpQ&1qhHPXp?X6xo%G&-Xp0NH{Az#^-Z}aWqGGW9#$1*L@y&$!DQ9@#d+dU`=J0XkyP0DlO8@SKSF%(Qe73#NlopAq1s%H2o=cTIbg0`xZ?%~0rLoynQ*M&O4j^QZ7NkoQeS5R} zOApI|gH4q$Ijx3R8d~$;mJ@f1IEc1kl#hU zWD=lbwmbKs)MK^{oF$IFCY>YqH;tcR=k~gOH{K{45AM>#ogd8mV|<8L`TlNZmH*Oo zY2i~-689Vm6^kObsE%_$fa`7q2dLm$zbiPy0T;6(T_VY2G!v1_SGFxAE5MP@GhQQ8 zJuY@$FYCIUE@@mk={nS^FYNnIkC!Zy#BQ+%D!bnIG5}RmtQ>8Pxt)n!vft-w@^Z+L zAAK=TD*RCb4d{5jLq+}O?rVf3;@-(dzKtszxt>;OhB1cNcRhG;TyTizkg&P~MX`XT z+0FN*h2j(ta+}<;aqj8wm3?gjZ0f#wXpiG!3{;I+QkJ9K)rW!YeE*N`Q8lM^;ojc^7vTL7o14|lAJvOFjs}IyTAK%qYsJQotVL8+r6ot>-p32 z4zG;t;o|EcklOg!-HkPZzejKrZmllbjxhykxWv)=-6e-*&|j+>nj~xUkfM-q!8#d_ zYBS0&BS508E5yZhl)F;2TFTXLwPJ9*P7#p2?=96EWo${D?n_j&Enk`#wc*|TS&$|m zbSkDAru$CQ#e^(%>E?ZxH9(DHvzStNXL)^Gzo%Z6-!yc0BAshux&>y|{SBnW2u)sL<`rJ!J(Yd09UbB`6jN1r>~}`a zCpVMJk4(h5QH{zjl)U{bZ%-bs2x`B=oDWDCk#e1tayMOXdM? zaJMGZK6Uk)lGhjPj`WBQe-XmNEf}dRtbHa(pZn^<>(*(H+)v;+*xa7}FBi9Q-mT(l z+;dM<7&F@1Bv&E|O zUtLa`bG^Q)Uc{fpl*Ie#20qLr^I>yA^e3Cg9Y1?b{=O>{JX@NNG6GKs&bX!UtySVN zG$W_6n=^~KpThLDo@#MlBa|dadEDccCAB7q+uT^sUx=4G2~ZZCFCu3@m4jwQ;3T$( zaXaE}^L55$0eX_<(jV}bgbpt4HdCoGqF=n?U0<)XrfsHr!Gvz}upDMWbpH+gVc}C0 zKFWB!L?P~x<*9a3eDmt=bZK4SQ>g3J$)*l#sU|`?c<#C?LCtlp9Ed$a~J!yB2J)KY`%Uz z5p*zHlUD|jr3XICv5)bH^E%nY2gnd{ojv<{htp0&kq3j{C~O^GLL9Kd)-hrNwrRbOT4A7 Ltyc7h)${)cT`JGl literal 0 HcmV?d00001 From 45e3f132918db6f1ac8f31f8bd6967ca1553159d Mon Sep 17 00:00:00 2001 From: Ayush kumar <67006255+Ayush7614@users.noreply.github.com> Date: Sat, 30 Jan 2021 22:04:54 +0530 Subject: [PATCH 09/10] Create program.py --- Data Visualization/Pie Chart Plotting/program.py | 7 +++++++ 1 file changed, 7 insertions(+) create mode 100644 Data Visualization/Pie Chart Plotting/program.py diff --git a/Data Visualization/Pie Chart Plotting/program.py b/Data Visualization/Pie Chart Plotting/program.py new file mode 100644 index 0000000000..cabeea4389 --- /dev/null +++ b/Data Visualization/Pie Chart Plotting/program.py @@ -0,0 +1,7 @@ +import matplotlib.pyplot as plt +import numpy as np + +y = np.array([35, 25, 25, 15]) + +plt.pie(y) +plt.show() From 5ff1f5b69a85a2dfe8c0eef0bd169399e2a80232 Mon Sep 17 00:00:00 2001 From: Ayush kumar <67006255+Ayush7614@users.noreply.github.com> Date: Sat, 30 Jan 2021 22:07:31 +0530 Subject: [PATCH 10/10] Update README.md --- Data Visualization/README.md | 9 +++++++++ 1 file changed, 9 insertions(+) diff --git a/Data Visualization/README.md b/Data Visualization/README.md index 3dc9d42bee..2131a404c3 100644 --- a/Data Visualization/README.md +++ b/Data Visualization/README.md @@ -20,3 +20,12 @@ and run the `program.py` file . Sit relax and enjoy Data Visualization Process ## Output Scatter Plotting JPEG + +## Output Histogram Plotting + + PNG + +## Output PieChart Plotting + + PNG +