From 722f30800b3abd90f4b5f97112a618bd12f0c150 Mon Sep 17 00:00:00 2001
From: Louis Oliphant <ltoliphant@wisc.edu>
Date: Thu, 6 Mar 2025 14:49:01 -0600
Subject: [PATCH] added in lec 19 json files

---
 s25/Louis_Lecture_Notes/19_JSON/19_JSON.pdf   | Bin 0 -> 247961 bytes
 .../19_JSON/Lec_19_JSON.ipynb                 | 491 +++++++++
 .../19_JSON/Lec_19_JSON_Solution.ipynb        | 828 +++++++++++++++
 .../19_JSON/cs220_survey_data.csv             | 979 ++++++++++++++++++
 s25/Louis_Lecture_Notes/19_JSON/cs571.json    | 206 ++++
 s25/Louis_Lecture_Notes/19_JSON/kiva.json     |  75 ++
 .../19_JSON/score_history.json                |  14 +
 7 files changed, 2593 insertions(+)
 create mode 100644 s25/Louis_Lecture_Notes/19_JSON/19_JSON.pdf
 create mode 100644 s25/Louis_Lecture_Notes/19_JSON/Lec_19_JSON.ipynb
 create mode 100644 s25/Louis_Lecture_Notes/19_JSON/Lec_19_JSON_Solution.ipynb
 create mode 100644 s25/Louis_Lecture_Notes/19_JSON/cs220_survey_data.csv
 create mode 100644 s25/Louis_Lecture_Notes/19_JSON/cs571.json
 create mode 100644 s25/Louis_Lecture_Notes/19_JSON/kiva.json
 create mode 100644 s25/Louis_Lecture_Notes/19_JSON/score_history.json

diff --git a/s25/Louis_Lecture_Notes/19_JSON/19_JSON.pdf b/s25/Louis_Lecture_Notes/19_JSON/19_JSON.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..9a14651b302fbfac18d19e44e2a74de32007415d
GIT binary patch
literal 247961
zcmdp;1yo$gw)e3R5}e=!Xf#N0_u%gC+PGVAClDaGgx~=Z+}(o)3+@hq1c%`MHO*uu
z8N2tbJMXRczFC>obaz#qeX4ft`qh8eX)-w>5gG<sHpGWym7xC+A2I;w0X7Eah!45B
z>6Bb;fpmiUj{251CUkQ8CO`)OBj{@dIw^f?6AGX;jUYcIfKJiT-pSBW$sPz)u(5Fj
zFfcNM%g8!8TAEpdsxZ*swy8iTt#5B3Zf$G>YWVg~pb-F65y;C+Ck=GeHv(M+z`)9M
z*S?Aw@Hx<4&K_tCv<F%n-ZsL@#B|#VFE8RlptTX$!rQVxnF=<MPSD25+7ZCWNGEA#
z<e&)vR|9a|Rt7MDEdemHg5NQ*-M!p>$9(r4GuV0n^IZ{Uc5o3E`nwmfbpV#TBCK~6
z*zVr3-IZj&E6MT8%UuPIyCNKSZE}E1Y6E_}m0KhKa4VoL2i-mBR&Fm&rvP-Yak2;X
z1*rdoT^vOf9rYc7pua^GSpY2H5~7Oi0C3x&J{7UCb_9JX!T<nY6!eLly^WzF&{2~P
zG~#qhKo>_kaVyY}3f#R2-o1$5ngtpVBQt#g8y8Jbv-F_xV`QQQ+0Mqwt_=Y7uC*h`
zC<g%ep6EpFZJcaD7XrHq_zj&Roszx2wS(=g@rJH+f{JuPKxZ>Upn|9XsBI;E0|!u%
zJEyt3K?eZ+k9~35@b|tDF|%|8+S7?xg6>raXlP>uq>}<#n>d;Rm|2)_D>*pY1NE&C
zAG#!0j>y_1(W67`aiJ|N;b$oH9q9HcDQiR*X;c<yWNc(?_yUmx6{TP;N1CoIIh7@u
zgpj-M1uT@G@mz4Y&Kw`T(>kHorCD^x1_1bl@;I`eMcGADip9Mc5BP9}Gf6L2WdA@J
z3l=@^%Yz&Wdslix2Ta(sRtVa;jmXdS!>wnoWf~2-P~?OXn*2svTeJ~$w0cb*Xb8RX
z-C3}YiTdEXTtxZnjUYQZH3v<g1^F2fp)fLVLkjP!_^Tru2jtVc1QRTaQWUi<mSG<a
zjhw1&=+k+6tA`PhwwST@8$MYQ7k<#gFi)cOg^lpN)g>Hjk%y)CCUXWtO?toq^vv*9
zkD8EG^DC3ttJ)wJ5!X>my&=ozd~PG>khrUx)9u`479-MF#NkT8UPCYfC<(ocSeyl)
zKaCefroG$VxULpu((Py@+!}wio!nG4;_QlBZvgGq&YR?%`>57MM2&S#<Ln(p^Qp-k
z3+B7Tb%xh9-djphN<Q(|dyRwlf~Df%tHzpjtNqW$xic(o%9KymFw8yCS@^4(YZJ*8
z;83PEKZh2te$r;2C_%{&rV0)UeSO2|q+GRQyz$jx#N$Gi!yDrI+87r+x4#eR_i29X
z+~55H>}J1uKb?Ryos5mWmA)mNAt-wM=tQ?(|5K&g2|=gmWZ-xk)09Ag2i%m5z7-HO
zN$3Rh9f05x{Pt%0meNXe!qy;XGqX0KQ#G^Zw{|f5_5E!rA)teyy_v0}jXeMyLg+-y
z>>V5hP4(>oOpKu5_{-l6j4Yt)MvkVp;fn!W@<$VIKlp=*zcme>!eINp+XR{gCJwh(
z5C=tMGedrB6H6d~o{rza@HR?t(6fLh+TGtYj12Ukz-=oAG&3=E1h6r()A2i-fNcRV
zGc$nVugl#VMpjl9@P$<GN;1>a)2aPZi;;yMG}-iTdjY`21e&oxD-}>}aB%@}bf5v%
z2Hai?z(`L|e|wpqquOmS`soh;Y~%#_e;&EpX#7*9+o=A(I~0OC;5I`4GqLa|HwL%-
zy*K_k7&0>cE*LruN?WwiBfu`!f4EuVArI^<JCMhc&^N0uD<u$Nbi?KeSgz6U+eB--
zzD`D{5}cB6h;|{ho46>l`b4m*?=SlaE*2$fG&eRfYuHF#Pu}$KMfnOsI8$k{{iH9`
zgA1-_fmzJWiKZsWJPt3kCz0f}@q)%A9<w5AM!J|M3meT|W`|5z#Lf_YsE}Esnn?GC
z1L9+!pe5p#*WuGJI}3^@K2^x#lq`#Eh<L`8cw|Jr#o_)cobYPKmZ6g*6>F#xnegi;
za&)TmjmvwV5SkoVc{98|TdLk@?<0<~3x)k@m;kTs-@6Jtx&L9up%Y;QFo0=-PJ{`-
z0A6Y7M3@1LU=H}Nt+4#o);5kHIAH{P4rp2Zx0YOnI}-S3{EYF(SOjkQd*}VNpRsdr
z{BF@r(6mVsL+@IMIz{?|O6B^R3q?47Tt?GsOtR|OoRIb6nN^DtgNrY7zt=er)8r>-
z=t_((Wct2D_~wJOwq&ByZ0pdc>J{{7^nuOVK~Q9|3YZT%edKAy3W!EgM{_qX_a913
zJedE4{`u7={l^pN9Al-NCnRO6MF&ZnEf&f6epBR>OWznz>939+n(pyZI_wSGA71nk
zM(Ep*p-!&9UZ#TL^r25A>BNI&^m8?Smb3m)Kg^J1u#}YDrHR$C_Fni?`oQX<gZC%A
z(jH4=K>0N_KR$!ji^ElmI@3@aN)6l_y4TGPDH8|$F2_)Nevk5i#n8;8@~2;0;xFd5
zM!MQeFS$*nGIRD(raSa$?HIA{i@zM^(_2!&>rkSAi@1q!dMUkh3P|*T>~Jxi_Cg6;
zG01~tET*_ZJ(;dJ79E~h)OIn0f2T&iHcws^tz6Z{X@(46@QJD<_@!4-%XtCRNwjNk
zD_k-#H>$Mi#9kk0-G{%&)l4_7d=iGH%jX!EH_O6?>@1h`dTlr82zelnZ!CaU_2z5A
zIjEu}wd+W?t{S3EsP`6B%kXHljM_)bJ=M)Ns4f#b!FD24L7mq$Se5{c>UUxh-H3Ei
zQ>pe;zR7NI6@`mM>!UQ5ldVVobNVWA^0fi4C^vd4R#o<mUWJ?Oc5bo~)^9$wxg@#d
z;yJq_9Rz-S>0zB-o*?GsA2lE0EER_3tZ0@`($2#peGFTx5P<mdqJe@>c09I}I2qa3
zdW2|pn!R%+X)13<=7xni<ztm(^z&ZZmBeXJ?bkZPc)`1yqSd40k0cB}x2Q6G@U@U8
z4WMGJk&-~`zS@ufa23D%UfTqkF*OxWShw9kA**H!Ri-WN<0*%9Jk}z$jdL2N>+(vc
z-X{Vn*Aa{olJV<9rHT7Aausq&{F@{-GO~{Ns-*5?u{9N3^oGR;b0a39HRhU+oRZdv
z;rgD(&Q@X&%nduodF7g4&Y4cvKP3q@$A9g`jfi>N7iGCu<7>kIPMU_jb;t!P+a1YB
z=$XuGsLzj{GWu4t%+`g6k@)TK;yPlZcDN&arAEHtGP0SJu49{gzGIQU<No#P2?q~Z
z&l1I#)0uWR1=#vGay`YJP~|~`E_Mx*E=C(la#Up5A^JGZPT@}aJ(SZdNNKq46T13@
z9ra#o>N1@5VO0*o^|fwgqs^Zcgq8k06#ij5@iYB^5QzS7kVo7I#1m$Yt~6r50ELmh
zwc~9IAdb1CekB`aYqMJ#zXcocM?VFVUkP3lzyRKwXaj!RwShnR9%}x;UEc{!P+aKt
zinno`@osYgz6H?7N;ab6Lel!Sbl=US6H*23Q9$4V`cl!=0fZ^HyG)Q};6?ei+HX(=
zxWh0yPz~0*0zVo4BQ?s}8v*S>>_hSWI-sqt0?@<^gr}|){Gc5u@OJO(WNT{)w7TW5
zpY|}|%Y45{@M83{9sft+4s14Pc>sb|Le{&X{i*-{0DRy<`#z?>qi&|(Tu?wzNLW~y
zTGY(al7x|75wv>*y~x-&>w{jTZV~q1=5Yq_X8x~$oPpyvApgE>|KOQ_K+nG#w0~{y
z-?KW%U73D>b*3L-ot2&OH&|z(XZ{V=8JIyterwV%u+H>5Sid9mU&{PK=*%F3q+w*b
z-NiH013+zqSmU;dUk4G~Uq22a7)idn?)RaSGPAY-dB33}Xht)!(}E-nCMFJAke9Qv
zvD2~vm{?h8*%?4h3n+rL0M*;MKqmrVrsMyv4DcH|n%P)`_WjBV;<x`(m^wPzI&jj_
z={q^vSb;Y8j;25Zo7?H;;OJy*OlxRkMaKxFGc?t=1?~SCSm`Klb%`HE0|3)cM&B~n
zccXuuZ@=yLevWvc;S>2c-R=A2|C3nAct>MD#lm0Ym*0E}TnKC!2=>76_+u;tfAZbz
zUt{6FHt+ke{O3{f7qRYVM+Y$82}-w7@{Uk{>g!*_J7{$OqbLc!%=g>>b<}=~*1tu`
zf88bjhbP>Rs}8sq{_%|q3xM&L?FuUZ6bo)Qt0JIT3wGfD+Q#MI+NUtysUrW(J_Wq9
z{jLRpTmJ4bf3r_vX1Vp)?@AI#986e<m}W=uSs>Zx>&sO1P2ArV%a046%dS(TK0=!2
zEjW)X^Cd1F6i~6cxd?}Tx^0ZQp3O~4YRKiGYv8_ht-EQ@+y8_NK}YvPf{dRJ8Y-nJ
zF+fSf7^wligqE}W0;^<;^eTY_zFhhV(Q6*oXQDY)g&l{&PtK}iS`hj0&oc+k&}eDT
zi;J(DV7Hok5|~gr%1)ePb#z)6-6Z9B!VAhE_uyLf`mhC|G7Y9&aMkI@VbkmmAZQ(i
zTTgkv^;3P8BO+<oBCTHTKlwId{$RpPHngEnU#W<Y9GKV9RyX-<8lG5p{)27majY6T
zy;k9_VjBzF`hD!15pnBI(aN04_<KMvJB8q3T-%<WKEf;lZG~at^W+zb-UOdA<IX8&
zZJQ`$4A;lib|^73qHxsmfh8<?Gb3W}SfY!G<jGlVC11)$IUB+;tn6~9&guX*@Y;Pv
zDgsOqZtQa(JYKPQ{4Im-0iClGY;*fIuSX?f7usW;RL80>_N?5vV>axfx^1*C?uEI}
zC!MAq9-nsCKMb;}$*tx}sy-ObS=d{PupB!+d9n}#bv+P4nEgs=>HxO-?Q=JXKqmS`
zz??jJD{Ynv%%v?ZE!RYVAv4MNRH~?(gBWg&q1>L+1cjZ3<U_rJC{7<@vJ~Gw$=TMh
z@T|1sv-j`TDiVy6`n3!a7qI4R=5`SofftsJ2$e$tB;Ptb6dYZ>wxc^>8%)F$-RH?4
z1)kQNPg?m*@j8t$Fp*rL_KB23Ru0gxP(-M+Ji~3|O2rq5v6<z?8dVWP7qjQVPwsQ}
zR4~?HA~qxBfAvIdAQkaOwQ;e7n^uX9EK8^0-F`y^vwCFJ01`{~Bw=L2Le@?3@K`X`
z=&nnyReOcKS(!}Mv3T~ox3A(mA%PkjZWCU*5W5e_&!PwRN+^A5j~-di)5FLY=_wYC
zOOsANNuwaz&xNb4L3v`5RTw(E+SkvOQfw9xt4Cc%tdpt6W83W)!6k;V;}=JN!uHLe
zDXdseemk(H%?=@71{<mL(UkOdx#m5iidQ<AEGPH%q}tk_nz4v0l(55m6q^sQZ#kcy
zGXw_7xK(=37EQW5x-s-lke^L@oT`P)J$_R$SFVD@2jQbn-v6gN4sdw+J}-Zb<iD-I
zKkKb5zmXqU+oTb&u{8QGh^~x(3wfZ-&#$WM-5UMV>h*6!-cP3e{qpi}Yp-k^zu_Ds
zD@d080q59$hjV|_UfICKziY3cKK~o-6&&XO?Ga)9ZA3szttbeNKv^_<GoZZ;@VT7g
ze_?2tz+%{6@%N8{_+1k2$Dsk&{e#JWfdhYH<KK@FJ4nO+RUc<yXa7MTXJuge4Y^rC
z!|<y<&i0Gm{TK519dWbXQTZ?9!T|C)8c_QHRuJ8RTK*ky-vQT8w|%<||KYZOn>&AC
zSFyhtp1<MMy96rTkGy(Eq(2$+t8@U$oPu}uKk_R0lkcYf$g6*1(m%(jOm{T;J4R)?
z+uws36<pw_+qnJYyP^LPqk=E<y`^6x+g~{4pLE0jRj2$zcItl=N`F(>{~Pd>>5hf}
z89W7p=65^=xBT5%{u)mi80cAVz4Zq^RhzNKV?*)8O80)<r3@HhYIsDib^0z{7@9O{
znitzu?y)+mUT<MRI%3GR`-}Xsj<;2B8^`^#=G3D(gFg3h%&wGAdDwF`B(|N^!=L8Q
z2|V)+{)~Z&B0=VN&xEH>WP6;@MsM00zj+%Eo3Ba}W<~jaML-WJkM%-@CgC(q&GOJv
z&CM6vhfkh#?b3QR!Ej$YvEvIeydk(6-%U<!JzIt1=Xi``#;u1KZ~)o%71b0c4bhqe
zGpz8#y`7y8u+#_$J0wkZ52g|#QRk~PCps>64~mf$YqlQe8n6=zc=KL3GwtRq&sZM9
zrI6?%yw^=<TYucWYz@;GH03Gk(A)Lt3HIf%wKk%;nY^I}Y?fE6IPt^G4-zDPnlT!7
z>ycE%X;+J%H~k$<1M==oB+b4$Zc})rKV_vBpaDZK^1ud7Y2t!ty)#k^>ZPAt3(q}k
z!9067hCNPX>mpf{F^uI}0p@@lmYZ*i+Z>$}lPeLNWZb#a$$T%9fTsqi;j$&q>k`U2
z&`tWMDAGP~d>iW%W`eYOen8&zr1I2qkG9PV_0y^qa_0<Z#wwG`0Wn_f>D*#{f{**v
zWt0Rwjx$pYZTRt%NInSi?ZCngp~=8-N^Y-dWZK7hi>4hYik9_6jk=+*D%hl#+D_)`
z*)XnyBJivH(da6Iwoq7l=Pchww7k*GRXF&`i|sK+macLxWKY~*D6pz#a^|StdyhRY
zZ7rf*RIJVT+V=#4v9di$ks@ROIjtUtK1ovbA(QEnxt_5yw0RND1B##wsmOxbm5oJ*
z@tRspQlyvM53JueU}Q|k5L0xZh}Xg?arsTTn4B7Ne0UyXszmr@(5|D+>QYC<9>L7P
zNsOZ7%Ez)<yfJoII1TY=*Rs;dPSd`7|K%a)TVmT#qy#m8+}MY$IY#a`NstA#>7<yg
z)EUGS0;Sve&((r&%B39>O-PImNYwMD<g2$HVNz7Qa&Ikde*LPNgwWxO7OQF<e$^`>
zz0%b%#4}U2_cu=ykB8&xvgP~L0@upadP5@wWBc=s6L9J$wTE(W%hT};@nR+Y38c4&
zvqVXHaqFAH_d^2(t6wubxgV(`ts&>a_+&GAU{KxFhr}T6AlhQo89%T0tdK;|xrp#t
z<jW=Z`j<K|JE5)Ynysq*w8}&;zkIpcd^~}Mnqwc}hq?y*YO&dp%S)-+K`ZGy@bq4P
zc6||gWaUt7L%<h{v3t$(SX(06>@zjT139So+3i$1eda<zIVQ9lpyl{lC*UYX=0P>L
zZBx6uXX0#0T*Z(?XD<SB?i()Xj{A?Stzr^_;uUFw(__}J%my;l<pVRfvf^HPTgfpf
zFJ@GX*#+SV`;pETLYM9+B48)X7UF7FJPqhw%Ilh5KPBv~f3_d@#qBe5iTRDwJ{9*W
zfEo$IBe!Z%vi_d#28N!Xz!bi(GS&)16KxLcoT)E0f$}qJB3bB~&>m#;*b9_Dg><Gr
zpzr@^O#g3)<RD4&pG&-hL-O}X4sQA1h~!L+Y`=@->Y5SLBIsVC%OIiQW&D)G+8WLS
zqU~2X@+0qjtB~`#BM~JdSuK0fvgOBa=9#K$U2U;TT=gb+QyCW65)M2aY8o`2nnbJw
zk=1*-w_RIT`#|1@s6dM%g6mGv&n>lNFsr`y=vdnxU){_w9!YS9pK_doMDQEskLXg}
z9=F-Xtk0}2?_JVe;n+N)U6{Xg>|Ol!W#6MGy1U`xqGV*Zd~@b8|1syNfF>*kN|7jx
zp^wyq8_UD5r9L+O3Zio~OrLD~MRd8F%wVUCBYhjKt9N3aFC?U;ec7rSiR*UZFm792
z-fSx)i75{4hTn9wVodcm@K=9N9sT|R9yeW+BYLIBx`$pS+xGZePBiBDyX-_cu4EX9
zi4dHOT1mF7aV<`YM+0Bz*@w7m(3unB7GcZZck8Q_u|8FN5tv?Ms3B?X<g;;2PpXWk
zfcs3Ki!3wsaZh9j56q%zswnaa4}|M|TN+4aC<@`5_1rS_ObhHm(PLCM;iS!!8l6C!
zZzbMP{@47U&b5*;wngk<Oa@d@v4mk_rv~uW34qsA%PE0Y1mUYzpE_r<v|f_9jF4JH
z-7GA-M?Raryhc^9TRLW{k*y12i{ybO2iE4c2iSh#<SgA=qGx|z6p%^Ek5IZDbZAY2
zE2oFDr8$%f%=&DaI2<C`3-iz#-GMUbabJmm*T$yov;L2<nc=-!-5!@f`~88A6S(Yx
zVi9GzOf(rruQxnWv=q%c=`Y|KOd@kJ=3fg%d3apAphA{6IR?_FESufy%dzx1sw9Jm
z^Xp|58=aJQE@5!c(uIc#3c%#3j2X98EfC+yA`PZcL{`fFh&j@@bTS3O*WV!Tsa_`Y
zhMVuaIbSS{sIV9blB}7)XN#>zk#Y{9TkeKmMUyN7CjmPxxIg$|5E{NjDK2`<upN#6
z>Xi*l$+;hz8XR@)VLFP-l<ICN3SXJD3!Vvy&=rY#&Xi7d9}@gx&nZh(bhDaNZ`4Vt
zA?*hB9Kp<s*{I3kaHoCK>Yy7c?Bl+;chs4<4Dd(5(r7IFAo@3|9aJOay4v$O<|!jb
zr8GT>{3q|6fy0eaWUuD5E>5L)1`&nAx^c2pGnT(PcN&#{A#qemUJ6#*a^>g9OAg9A
z_E`Uj(l{{y_$anlI3+TGe{`=%F$N^U6(|t}ckNynhg<l<p}WJRterC-#<`{!yG<3m
zR;DV6%1v)_RLzEB?o5hSbYYFd+EUS>*K}Pn-<&3hBKc&y{4@-*7R%ZylJuI(Ht$gp
z#L%#eZPp2#Bu6}@E@S4dfMobr(IAegV1Qw*NZz_*KvwstWWC~6xTTOAw3Y~5Gx<Gy
z`_iypI!?QQsr83hFV1)N>Y`qKwGtEIpf$Z8lL~9t5JLfHZu3Ol=p+^D4N0MY0bL9S
zM*gv#eC)(YKfKFE*Joc3`(;D{(hCuoT6<-Ky7w)OnXMgC8zG5d8ey+S^{6pPIJ1m&
z+!;hd5-f$@=jUMe+bxueJ*E`T&c-ejzbcwI#MX{}rDT#H%`VY9viCgUYPcdaze(ps
zcDT|vM`d`P?5BHX$0bJiEBTMF8Q(S#Z4x%NEmWYpr8tMo#HcmkT%W@q2qWrF4=QKB
zdL=KH|ILOqP{KSy$^Y=!r%4BAl_@g*qkPGG>6SFT!TXN5vxRtg^p07YjYTd63aibA
zPNFY;?Pu2d_4Vei9j-I2KSIJI-SZ%l+zX`qaN?!_G5#9oEuduQEzN1`^ZnsM%#t;E
z7@-HQ*gl?0*Y_Qab#eZ5nF1fg{T_P%b3Gh%K$e*a0Qv`7DL_lm?Jg3OxA=ZAmQLh<
zSQ}^lC(rPJ*PdUOtRHoRzutT>GP3=C$<ol2CE>vIifH%VYf=``^Jo@>%gsm{uW~NZ
ze@>`z5c#4d9npv_i)9A4-#cx0vWPTGK~An4n)F)1Ic3G+h=bRQO?P%KtQd1^>%!r<
z+22>s51z<qP=S#$c5R4Z7b-~>3HIhXoaZq@IA8eFdQWa_G3WYZKr;F?tMRPIbNbUW
zy%t_QC+EvYTpS$N*O$AyiR?T;lih*Dbh5B2=B|hRf%+#9$xCW2=H1x_BNzb0`|1z{
zHevC|TuU{oNA{~GD~OGm1j5~!x|+2Qo~GT<I1K6WV`4r$lCY60o`pT?dAeR1ZBczs
zO{NsG9(O}{A{9lF^<g?IoDGx#*OSbfaKiY$oE7gdLThyvSN8KSrfTdYPGV(oDpL^Z
zRue(xl3&{cjYNiQ64<h^{Zfs24czo-IjyHwc_@3WhSMSsMN1;?`wxuCE?_qI6HHz#
zMHO|1GT_my=@w%OYI~;05=`w;D6IrpINPytD~vg|(i$IJWPFH;Xw#iqeeeGvsMiVK
zy)}NPKRz%vbuTMmah(4BQ>%mMTrxVrT<Ya7z~#Q3mj|u(a}u*1bB^B_)vMUltz({w
zQ++HL<DP_7PSYjtJ|gdC6N`?rc#)`O8LjmA4GOA#Q^UCjalkd8JrT22f++066E7A>
z?50ro%XLLcnI0w+SzFDvFF5aX+dI}nxi38TE%jb)U~oTbhHb#6*PC^2BI{K6(#+EI
z=rQAL+-?b5Q_2^SMn4<4sl3bD&fQRi_PLpe;TQQeDWE$a>V+lkAP8pktyg)Q#cm|1
zd2iq1{>JAft?;4rQt?^mH{$~JRLm5|?upE{a2;r_zARcKIT9Ty`a_Db<OU)%1xFFj
z5XX~`wWh6`^4+i(WRY&XPYeCg&$}{N6}W1X&AA)v-#l(@Baoox9IOv|raUs!p{%59
ztc%1IImPF~(jE5V0+X@+%>Q~Qn?Dwd0Y~h8qrW?xw$UsfF0(x;4rz7=Cp$r?%(omC
zvDoQH8J&`>&2tZLqFG(sL~}P*{181^>N9RwhKb1Hu2uy7$%gOy!f0(&mpSqZNL<m8
z&b+G=Z*c5JAG3b@5DRasr9&gxts;DO<AvMJkZ;K~WOkGgOg{@M*}a9nf@)IK0Wz6y
zp4CDEM|`m?{;VA|CjsyuUXi5ieWYKjPWnifa?;?PH4|O4^fXitKJ?XGuJ*$9^H)}~
zuDQjEV@L{L2{AR#T7AWw*YbsX3wo!8bMq<_wOhy4WGFeaE1llR<UTdn+TdFH!Xf(n
zZCmOV(IIZ$TKg0Cva&NIJC*IFNHt5H529A*8LUYQ?97f;M?5e_55D<pzE2hH!<cnT
z_&6ayCZFN^y!vA9@gy#P`eble{7kj{!p41>e(~s#d~N=(Umu<a?Xao>QZlnX(|GLk
z&;_tGFOFZf)>rOk)JF`uv)jkFLrlRVXDpFkZ^<EVrC~E4h!@uuBPZK*Hx}&{MM`i=
zkgabXKel&bA3It)JYD(tRhfvu=z|jax0bJp!qc^}U&n!`YXWsonM>sDUV17+G6dmJ
z5gY6R)29!Zf;1ar9%arJ;A$pglG&s8mAQ&0;0LL$`PO+Sf766>l*n%7l({L3dlp^l
zCd}!QMM_XX$f-6iL#!P`{is#|AkaC~v?=RBWy<TitUB`AC2A*5J$_!iHbyIVsxy`!
z&O=4Pk9CEmi77PSU17`)&lych6GP>^j%F{}Qt_dpk%gwwjJWJ`G+NC=C6Sk6HC#N~
zuc2OF%WvbPCa;#oy?-I-+8FPQwEtc-me}dRf$@{dnJR36(_)i$kG4S5x_5|m)l^v4
zGaN)@yoyG~LvP%xQ|L^4cnobz%^@I0*(;rnYm)_20V+jJcHT_|MO?f*42XUQKJ~%k
z=nY}!w@5GV0cv^>&1i-_w!C*lSL9I{M2zL1ry*VynJGg>S^{peT;DOzk*TJtujV?*
zYfO)}spi7J_W77=S1dGl7*143M08OXh3pNCBEF~yh>73WRymczIAbXQ1}<|B0Ll_G
zS_%#(9Y_?PFJxoZWX8Mek^4k&xA{>??MHo*cwjsG$Y+bBxt&s`QYC@oIg$)|^GvV@
zH>8UK1w=Yo1dnKlbr_B2iXU+~YkJ2y0(((OKuEha6!C-B79^!qw2>y<ym2EDF^_aj
zz(k+nVE&@Py;ZRXC`z^CL~@Gh4FTru0)uC7AwH0`#8sP{M+K|F#CGyRzU>o3V}ir$
z9E0eKf&g0R<mwbX&6R~zf(?Nw;nGvie{04}{t{yE3=(TyUN8^K{8=qba3A%YAw2~5
zQ5F2N1ol3KJ``9ez9ZwT0!XngwMO*v3@#$ugi&OwXK)YbT@md+5Ovp5KtaUZ+hxQj
z&kfiQscM24g@j(*QkWBa4uwGrzi0&IsH4;tz9%%eDgz4{$pJ~E_$GXly!{PZ7@`i;
z2Tae*x%=fx2V*SHY+luwQovy6tfQH?lDWQsnY>iMMo`h6izM=CfaW!*($V12e4_<r
z^a(<!RHwI_RhTHWlgKz-tH&<O)lsr5K9nuhgA<ZmmPoNxlizy}2d?CjnRddUOwcDN
z_-OLI{yu<wFy^y@R*vs$PpNS`dp&xQ{Ktu&pk8|BB|tVc7!<{#2ZVA=g>usi>?W(j
z^}!)cXIB*E)}U~jdR*rh+a)eUKHbha3#=lAQtEs5hX0{n2^Mah&d!DlYA`&a4eYM7
ztPkKV%V={>jx1;X(tKIjAYxiPeNE5|xdiEeiS{=~8;)}?Ttufp6c<5;J!^@Z^_~dy
zF-O)5<V*|Rk&CI7w}P*Cy+<ulw=xcbX{V#6ngbi_H@n-2=QQhZWvA$sLUEizRT2VF
zE<S9IZQ;%gW-J+;r(M1gQ0iXmF1ebiX-Mp!V$q&;lftV0IzGOj(_`q7p{?kzJ)CFz
zfS3kO)lj^Ud6aMq;0-qlPdwxP4paYlkWxwPZO*DcIwa(JVRnk>@eyhWx4x?Gml2yb
zHU6(f=Zu89(mGT}uWRxKvv@Kd_A|ME!=l*;`0(eT`D?D@`!S_Idp-g5WC=Yj2R#GF
z&-%cRhhYBygVei>%Ri%#v;UZwVg4~O^EZ&n#Q6IY9Ji1vitAb3?w!+6NkXyV6@@a~
zf{+=;T0ixAi#P1sqL02Df=t+xDbvau&jD3sE4*qv+-Wa}`tbU^0o8>{+OFNT(E6nP
zF~1Z~?@wNQ*l^@EC<3rFWHAC}1o#KEC1;=Y_I7Qi+CD6TmaDRvE`ML6>RzN)@eHfX
zuKw!#{@w%#llQ|ug?sCPRPu#1?~~M*BZ|()*U1lXTTLZB3kJ2YosnB`!XXRdwWwIN
zA%|@Tq4Yd6D?KJ3bT#G$QS;&1e8qR7mLRyA{wS??cA4;0SP({Ch+->lUJnGR?!b7D
z!q3xIkn!4<Ed?*!1}mSmD}+JiATCQkvrI5LoH^B}4CB0>IbDiZjtR<46KNyHNfaC|
ztmuLLYF^KitldgZOUe}DRo_6=hH}V!fI0{5Fl5(DyW6d19di|6#ODX%ZjU0bQ;U7z
zamze%gd>Yi*pw;5jaw!5#>S?{w~sGGGjRE|%0ugyqVnE7a%M<cKt@dUczoSQ%ZHD^
zt5q~J`KZ*<ru1pWp%6J4O!W&6pxK)Q0U98Vgmx4+T?|wGlP`g*b#Zr$N;8ubKa)k)
z4U<^;=KhS{(HT&ph>dI^os?t(fv0vdO9={usBZriL}k42?6zD4Au3}`18f;K90*Zs
z$);}+we}WKm3K<mYHtx$z?$L~QOS2hq1xvzz=*2tcZ;Y<AVd{QY|*Bsq(qt;RN=pz
z^-Y;o{m6j(IO%hhgNEdGo~_*0z_8h3WC+;?ltqn*LR<(}+uQd~rHw>r-X0A+LmUDV
zYUwY8>Ts%hpXP8t)Jlmf@E1ZQZoMVcy*a_Rd1uZKFvjT0L4-QEmDccvIdiEg(74)V
zkguLu%oR1p-|-DsK+vFY*Ht-xrbsluf_j1fO6eqNgogjy(bQmEx~WTN>Py2ni|hDt
zc@glehhtkWt|!ETqLq#ZkP)Lk62LsP&0U}xK7%7WYL>H1+92;9&Q?&W@21kS4E9H{
zDBT$1w9m&|yIMeMKYtP{f{MyKAtdpzNnPEBk~oz*`SXQ!V8BK*g$21)kLJ!xbU!>%
z)+KrUJ{z_uLaqVV8>#AS+cpi%ZcGBa`f}|w5TKgLI^`Bijv;A$O~ce&ZS@m#j?eGt
zDd-&+&d#e;*J>RXk|E=at8_|~$$n}N2Gm*+5TGV+5gp-9_rH`~Gg>{s|5h;FMqGN@
zAP_bkCTPXmTx$AtYtvoqBif<ArpW-w`9teQ$wMb4Cl%AhxhpR=_$m=J3SQ#O)nltI
z&6Sp14si`TCki-xLH?W3In0My4oa~N!k@G|0!uKlW;L{2s*iabBT(ItB|j-(r@Ji?
zG5fXOaBkf{rbBphlr=Fs0spCbRA=J3Dg_yST=b!nJ7TRy@`jt8+ohe+p*hJs_B53U
zx-#VEaK)2tEh?wYSEp-obqFlCh&oRN*rXSn34ZN~WBSn~zS`}Hg-C6!jb*7$Y>vWU
z?;3}8Dn~;Z+UONi+=9R$Wn9&G>2*ROjCk(`#=WJeXqQ2+uZx;o-A>ZEQlB5@!m)^6
z6!5*wTlDxwTK0~$n|O|T^J!xYqU^(W#z}H}NLK~#V5B=O-kPYWo|NUSFmI8jRN)pJ
z9(`zWsFN0!8Y;9JvU<WbC*EpVs)$2ozqGSeVTh`C{-x5y$UeSTB@q{L^+;u!qdSd2
zK5CR~C@E!YzG@XB7y4vdV<-Ah`o_ueAiZBqB6eu6<imDc_sz&xLT{6bC4m{*Dytb_
z90*Z?H@Ap7ol^zpF`jK`CY7TC!94J!$ImOS!cd5YlcW>^M)gcgBXpGTAWb%FKPT8U
zvn*!-%&1CGa+c{(*<SA+*Gm?0m-mb;33H6TQ}l@Y1o;Ss1AmTMp3uE3vNLkf(=#^0
z1t?E?!3=^_=h?!&M2rrWuv<ty0ZjMF8I0F%*G8>-EMyDXiU#fYCPHx7Bg3nFT_!1v
zM_a6U0x>4)^-?j}SyMZHmIFrq(wc<o8_c432855KwR<@69Jc1W&U?bvRxMyir4I-p
z1wkrhYYVc{4%$cq?sRdtU*vg<X8LrW)t)k3sh@ck4BT}6IMHC~GuH>(Xz={hVNfs$
z5UTTe>ybk3Z_`JQAE0E54!`D~rZ0kB42Pl6?3LhJ>xn)?e+Eo9g(!!XucV3>u^NVh
zNF%h3B49Cc%YcoQ^!ZpeEDa0YGP3Rr`4u-vJrAen+4B1l97+p_X$BR#G0U$iaIIu1
za2S99nAhB}fs2ucS_qIn-678tgT%@88{X#9L8SOX+B%zA8*%wo-BBumQd`6=rK-R}
z4uU9^NgCeykpT_fG%TI3L1^R9mY~}7(H*6#QJ`agog^D=Cldx!Dm#LR?pzd+&sz|s
z9_!%pxPvJ5Gl)|6L6piSoFTl8!X#I;%3j7@_ujB~3{RFJ1tO+Cl6t9dk<bGcikq*p
zx8wC=6ci$Zx#L`Q;@}5|q=D#I=72Tq7^`F`?BpRTQEOcv3Z}?3IdQf_eIrD*M2M7n
zALIu5Kp|CVTYs2Xy$vxD_)OXu!GuVAuH278NkXDEeW^k|Avj_@A0ZId1lq=Xt?=of
z#4}L)QRa3Ypa^NSU536qH!8<nqQQfo+cy*UcdxN|D-;59OtF*rj@|b|a;jp!Y_ZV0
z?+(*wuf*h~P0Dp~v=0;K2MDn6hdpkxbsVgalSG||!e_5(mglr(2{6~!hR0lbUSw$W
zeQhvxl7_1#EYs;PVnD<X*OI!4(^Y&)b;iw6<((AER?boXE?+ZZeFJlD=6o%ivlDCQ
zP530)tB^>*un&hQ6OboRy<KG#$M(_DmP)`>n|y}AJ%4t=ofpeXG)xDZq-Jl5O2su_
zeR*`uerAQBJ<t`}%_65d*VoN$e1ad_9F!?oKulp^7VETRMSRVW>J`{~orrK|y&s4e
zm(#gr&T3T)Q_TpasSAzok^&_z&oP!fqjc>}b5r@?&!P68Jx%<-O+Ec5PZoopW&Bk=
z{qexd-+(D2>+c_d1cNE27Z^;ZP|=-0>ZzIDi=lAVDN8_i8wD}}J<Pqm&SMI^!sF&I
zT*_meHFI)<$Iz2UwfX1CoD-bykrw(ft0z`^?{S^&#9o!Mp-9;h1t4fhkOvNPbFOLY
zm3PlCCV;?nesOQ57RYwc=xfB*``{K#Ejo{?-Tl3H5hw2#d_wZp6BP|wNV#6&dDPXl
z_4$hOQANN|{F+)uE&UdO57T3KHJVzbtsT_J7yeHn#;ZkogHmi~^Nnl2mG8fp9}0W>
zd8oKx7B+t1Ccf6R6aWt&=$1W^qiX%i4H$o@(Oo$M@$~(qk2YfeTWZ;0GQ4|o76H|e
zrHL^IH(|H(X`6RAq4lKgH`~3Dvm9HIjYuQv!ZOIR=>p^@Sc5N_y2IWs&=!d^!0_~Y
zv>&!;InI`ax+}ydW$_WMN9Ylrz@`Q9T~?l2owv+KARXE^V3!|sY;CR@WCiJ(#Bku@
z2P~Z~g`~`dBaQA^w|;t8ei8K{=3uCJYk6dTv8^L7oJU{s#JE>LLe@n=z}DimVtkcr
z_h@uN)Tkg>KRpKPr{c3y+jF0RWtKK&vz+SDN|EaMt|c^iyv<V4o6^xXQMYi)RIBzR
zmz|l2__K%I*_jyJ6@Ty}nt(U~Y=7BHb0~TbER)lbE``T&CNimuRlc%JQq95TD_E|_
z^~+N&xMS2V<X(s_40<g!{T`BG*`K_rJ)W=|)x__XF#V{Xw%+Qe+jshDqW?gfe*&Ud
z2tEoB>UoNgc<F$MGj@A1#%Q;8?c+>-!=##i=E4AHWm6EHGMX)-gphr^rBk^(I;D_q
zPkvr9&IeVg<}mGGw&^jkr|-cxb+db|iviLSBkIHo?K#@^=eAdk2nn2ZHRSnsk)V_X
zZC>SLdnI~J6$8q>_snB(5Kr)p#=-ijFjzkwoBzNQfQxey0bBT399G<{6e+yxZ49?L
zB3kybP|kjIzcp(s-#f&n`fMeqCOs0qWSx;4*jzDj;LYiv!OKH_0A#{>;nS2<lI&}o
z?kXIeCpzYg!j&mGtsS^rwxyWw2?|N7>$2x>@&N_j&&<eB`5mN%#6L_hZ6b=dJG_kX
z&`l7_xeh9G9(-4`nrcf_W0&=a0H<@y82_x)ZQw$*4)G=4r!u&zl1Vk$?TzDR3oG{?
zNza%(6|oF&wXM(a_lec}RfFQy6DmU$lr5O*0}4x$6&xijl9*Ez)Y~V!b_3GZ9?!iD
z;hEz9%Ay3K)8o%WYt+jH(;tXRCmZ}CG)@GyS(}|rbE=N;@8r|$-{eyk`HaAcnJZ@`
z%R+#hrI1MP_Ds(1A#~Rog?I-`5kRTV?>eKt7enj|1*I!|+RQh2{SLYsjOIP-Rrj0|
zRJZ%0pQ5n=?n^`!$?Z4P8@^YM{GEB%Sx)+W4`^y9#<s~6#6@#SJ?D}Ic?o2k9N2j-
zU91lciFlVMd!$<una46yB+aZ918nFrdl{keFcKz}F;MJYXP^-~>%iu5^Ep(EX>!o@
z9K9*+P?skb{O~mC#9_+D1&En*Axhco`|Q0ERsPBr9oGZW2l=X`{`V!8`7bhBi>lDR
zOlu{6#ArqN_G(Alds&|UVCYfto6h!7$Kt-yLzR$}&tm=L?+~CC%cIdMaEkYn)wPZ&
zl~-9U$zq+U3J#?e7dfWh!Myu8?)<SzLbe+1Dc7xf%3j06Qz!)?b@TcdLH3jVRJUSp
zMuU!IKJ?{2B$*fs|GZ_k{R{?l7Sil<$y)Noq-&F}&N2OB4{y;_WQH30=KX=U=RnS+
z02$Vdvb`(9ln9^5oqDPOR!=2=QBT=!)zdtXdU_pvtDbI~-l?Y|ck1cTVd}5y=><qV
zt(d)2PwnJ!r$;}i=H9<mPpyiDM!wytr|(|fs;2<3dYboF>Z#2_Hf&AiiyzffnIF~D
zxZl)M%OBKJzkjKoj{TyZj{K;eR)f@2NsxL<1yWDfe^pN-f2W?ZfYnnxom`E-RZnq$
zQBMs(>Zub*Jyrd#o;n$4Swj4xp5ooAr-*;6p58$HqMpXl{G^_Wd{<AAK<ep>pVZU+
zF~nch(^WLwAJkLt20}s5`3{eE%f<?~D&|_4kI9h1295DCRv`kIuLS#^)kd#~9efQB
zr<t(kK68YUN)>n)Q0;fU$b_PIW~N2kVH5;`jG9y`+qTRvmHwnVyJirA;o^0{%I6ln
zFcl8Q3n-yP-^&1rvJ7Mryp|rAuiW<zTOP(pIwC?ai9NG>7w%Faw^7F72uT?c6D(En
z(y6A`QXD4dwJ)<jdW#+%vt#4z=sqzD7VbR4{B|k?zmP?ax4e9sqe@#N5SVengRgIU
z|G9LmSn5FC=k<B}y(>rFVZneFixA)H=O8e>6k}*elJPci?EbRj#i^?laCR-)cw9@s
z8S(Wke&UtpWPRfs?x(|r*}ePtc!5g>5{+-Ws0D(r7LV-R0<CgPt6yI~X|6(1E^}qH
zykVs+e$V7AJW;i_K8-my1p-s<PONE`$_cW<hY5gTKj;Vuh)M<eXD+Uvk$pM&job%D
ziTjYw146W#4RI-<pcK-0my!c+oOpd-PhCb7uS}7$OgHs)CN#^Yui{DadPAdixIg@J
z!2H8QzW>oFvj1&>dG~0^Kcjpy{PavX^N+{x{+2MoKLPW@;b0J9Qj4P966RM=Jkgr<
z3t<7V`=5xWO=J3DqdnPs{Gnf@vmC>ERJ?q9d2*Fk-^EIRj6iS!xpmDwr#R-coyU8&
zSK(5FxA1iGtQu>pI`j7ldiOVv5wEW>lJF5_nwrYCuFp&XQ&;wWwhE>*ukB98h8A^2
zp^qQrm&fc*t*>`iV|m|vY@fp6x^ejcL!)1j&7opSi{K8kh|mS4B1wypR0Lth{t={o
z8dltCp9y!`=MlxN_Sti*eHJH%!oru8$mOWI`Ma&M=BOHr7sqMU)3n%!AWn|S(bXLX
zsFle>RPwt#LYd*HJ>PYyG7?F-G~})~88c!%-#7m`L4RQJwLSYbK|k^Qrv&{G31zS6
zU4p(i0yZsw_eSlKGp#hD4V<8_*WmW7RY!0-S~dID_aam7l}Yv1H+^<+g8qwagrNTu
z5R;Z~+JwWV6-_v8-P5dN)5KJ8`w)ZXr`eWVR?#o{F1`UFyC^uV`X$rFlTYxyPSkb@
z$Rph|MpN@fwbEszxqxz&13f$?Pp>4>i6qhmfVfBzj<J2IxPqOjfY8UY^R<Iql=B#r
zFB)*vf%LFxr(-aBr?j;D?+3EjX$F#;TdWXujb3}9CYacK+d}Rr_hrd@z9)5wyJyhi
zV>fdak1d&UGkz*#`_WdlsqMq5b1L2uQWKF;{<kl<%{GiECpLT%cty+3NW7|<)gZux
zz6H!eA#uCD7gZ0JzaWiv3xWYNre>SDFc1uw-oW7&B6P{m_r`5srBh)%e<3U@|0cNB
zT))s8#=K;$;>)n}f%cf?B|FFU)oH|SvN~c~Z2Pl)-u~f|u{{E^`_sa&&vqf9l%;L3
zROPQ2Z&qud6R-SLWBN>MY>3K}_`VWq;|hWFPhZDrt{Ra3*?E=8Pa+D^KQ(Uk&#$-o
zr%)~rs(FKv?1|<Q;V`T$A%(K1PDw`b+VjI^5zefvGH(yl5}|WIq>p4HwIr6RSgyA~
znN?nWyJUit{PvSP+tLq6S_K`sqMIKJt#eM&@ZmNI<#5G?2DKi^E9~|6xk;k!Yb=xU
zIZKi%-3Y2PnJUiO)77BNvJXFqKv-G#dUTd?ka`l~sENjw3`DimFD>P&+?=_|DBY%{
zJ95gK=6`tAW<agWj?(?fqtZ0dNxhyzxstV9auT<fQuuvEmCOiboN$=7=aWm~FJEOG
zCu5)kbOgtePYq;MSQm&s<v~A23+<;q&5`CCH9o)#dhw~s%g5&_znAUi=s|F;pXM&w
z8D}0R74zPXb8{NBCJ7umUeu6%J>F5F*J58Xd2Y=#MnHH`y7yOWhkL^u5)#f!4!T}M
z1!woF*RXgCJdx)-19)4a%1L2A>bSrmKG|0da?`tMPfwI}>-Y3roFzM{^Q_^gTBnH1
zDxPupIJTsek1>_$H1&R0LydH)Fwi|yHSR**$T#1oo#9-m)tMI9Sv<B~NlQmKnNt(+
zROwl=!Hb6xkqHP&#a^q=3Qp{MVw2*GLm#~p((zYk-HB%0xF+hi$>^nwGv6Chw6%DF
zaugn5cblV6<D8t=G0=~}0p;j(1Z0LMSFk=|W~DaS)|g2>6+8KKD7l-BB*8mwxzYh(
zwT=k|j4!N6mfO}nQOB=ckhHZLlUT2=c%Wm%C>&iS9GwztM<-t{j022?3vP@nHH6YT
z@2XH$vy1Pw5|upqRMM0YlCp9>75wcjZRy-rw%*KIdp6Q6TfHiNYyG;nfpyhrSQZ2p
zA~KioiA~Y<8GdHS!!cz`O>H2CzBInRrjC&S)iX^O+D(OeocedS`T6&1Ai|{LXMQ^$
zbW50p#vsD9wBKO{6Xrv?lek|969Z764kFBvJHn)te=|0kqMF;B03u8>P=5Xsm@pUX
zgpmgfqb|>H^Yc{exA}Qjir@0{?0Mk){K9<pT2-d8+YkA98Gdkn{xQ*QeqLGWHb1|E
z0?N-zas8H`|7LZUpO0brU4H)Al=5AEzU>#n3<VP=%RL|?C_f(qBFx(6hJd_gfx+&K
z@A-MJp9m8Il%KZ@2j}O}{+2Mm=jY{a39}IX*#r|fKTpi&r2SideuiN0<>)%)FZuc6
zKg-Y0{7RUlKM`ity<hV4NXx&^&-ee3pHKN+e%|w6<manz^Yb^I@zgA-kJ)~opU2Yq
zhw}4Uf0>`RUizM&KNkCaets?`KK;3mJLxa^`TD@dj3Sh?9g0I9sdYZ>wWzmmK7F~-
zcl0$mXZO}|gxk21HSTBPawHfM=3>0io^-EC>BC$X8ScN+J#&#O>aP7Gk#%g=swZC{
z6{3&aw2z~|m0*>9vHg7IoAq_O^}58kLtV7+N$K^m%K0+<_8W~a(JFzGC}#XM%A)4k
z1yA@SKgE5J8qL24?cjr%9une_F7m?1rK0zfo}faKrSpwccGCVx0GXA~tl`m2!kIx?
zVc3B;ZJIU1pOPi`S62VOJ^0CT_hjrpM3z7ON+7uD?;ZEIWcjB_^*im-vmBIEx8EQq
z%JRh#;hNquhOT$TUiI}MqVOqSG<_s|v2b!HUJia2FS(qGoThH}=$mUfn_q`!+C+4C
zJBvtA<i-vUnbTA-s*uz9MJ(&rF`X~r*)=mw-*{}aAFX^63*8jHzgk&VG`6yllrqHk
zTx9u?2-d~IOMm|>n~0lp`J6UEyTg4o3Ie}^6<!(jT(McmJyHgrat(75>of>yv<irt
zL30{{<DOo<H%l7>=)ns^718mOPhZW#Vh-GBWtqNA&xea^ET!IhrK@ja`eDM%><U+J
zs6)8V+!9vXO@O97$48xL9(L4CT*jNHSr^Xm_{Q1Go2GN*qR~4=CeO$cNxga+2P-50
z=-Ac~Hi>=658=kyx#LB~sTnF-o#;|bf=u#UX{naU#mgzL*wY54bI$9Xh_ium_kFuE
zlddlZ4tAX0r`ra+r7H^r?;;G!u)4mSBrJb6E;H$@R<vVuuSr5l^+>*?_|&u&#+yPj
zGs#rCrC0j6;!uh_GuDx`!H&BhJ_EB%ssg{9yErDZKL)->d`5id^P2NHCk@-{c-`#m
zDVRV96_E*pqa!B?FZ%4kw^=b2P(0Zh*-FrF6dt(o)}Oki$6jTPMk)80We4xQ)TM-K
zd+y}N=bkgh@45CBX9xGRrsXn}lfy%Kt%N4=!My1_fT>q9G7tc9c4Ti+QAy)1X>Y=g
zSyMb~XJLN<=x*Q#rPUL^)spV!LuK_}M3j<BYtVg|*q`4-${NEIlaFnRiB+jLSnia+
zn)FYZSNTW;A8uv8$w8CttjK}Azc6j~IVyx@14?w5IM<wn=OsG3BvaxD($EW&^mx;G
z*j(-ANtPzQ=A@nLrVCMI8iWB+Z6)`><o&bl{tibhRA*JLG5=jmH08Ex*&OT}<_ojx
z`~6GZ`O-{L2>8qw9sWyG*}_ygvG|}YFA;Y;FDF4Nq6SNJ_?un>yhf=pa$p%IdL^P%
ztRE)wgvHYC0nEa@ZSFZcRt$Zr_Wlj*x_tD;(pd%>+Kj&dWYM;}Fek6D_>~R%40BUY
z*<mhvzj0ZJ67@2mowLBLKzev8-t}h6e{wHin2PvqT)em$nJV=ri*UPSV9fPoaU^{k
z7H~VO-?f)7MnL?V<s(Rp&bA|}Z=SmxgsJP}=+<hz#8a(?ir!VdBR3f=+qJZa(z(-u
z@NFXo@3quWK+=JeTH--RU5%1cQE=~M^v7DEFJ)DfBek)@;hyK8PVI7s8aEi8Xo@wq
z*K@2-C3By7L~vVFm53Ga+Mr~rtjHw{6hFmvyEw;0D}%lInlRNH&?Hf}$mE$M6@#JS
z;@!N^=T{g9lNa&zbCx^d#V2-KvHR-OO%LvsnowY;*3}F69;b#zpM0#%twBjx_R|f4
zCya0Ex@Ks#*6&t_hgPCv>{N+7)s47nSqkK@Peo99Vf^7Nb$avL8dP@H7lr8NqGF;n
z%=cC5$vfV>WET~v$Qsj<%fe>!k;l9fwf(dn?vFLQaB7XRL~I^K*~9D;5WmwAop<xn
zx3XX>(;LlC>O=|^euZ|gQ7dt<!?z8u_Zb(rbRY{%BZI3heyI1Hc%-uByd2^V&a3-#
z?+L;yql6~nL!y~K3R1AwnOv!h-TUHiqR&#Tj=8;{W;FF`%h{eZ+erYGaWV9b0ymD$
zgA`%yD~r6;k&-B_X|obe=J!x^>#VBu%GE`J)s0(@BvWN=GET!{0ZHW}sTdH5vgULj
zKc|eQFjhkK%oJ8Uf5A7q@-SC6{{1V<Ip<Xft4xGBjh&c%vs2<a&mNICkATEDsx^%a
z2i_c4T?_YitM*buH>Vw3C8mth6mCLovR*&W#fM5eIFrJCWR3_y-D_92tjl79WfzJp
z_85Xpnj@l$>ZI#3Va1d?4{bW<>6<o_<pr9E9*7Xc*tFS*jl}wRayS#HG_BD`R=llj
zXDIa0;@@f;<@*z#hqxjrG1PH%i8k2hL<$nLT6E29%LKNDtl)Oq_lRk_(OdB+zqT^F
zFV0E0bKwECbJouDFeEbb&{i*ymS|sr5?TiqR?agv!G**%e+;X;Q52<Pmp0?^07R-1
zEJRJLb7aooORW@KLd1F&-%$8_d&7EgF>132q$)5Ukfqk6zcrxQjHC0bc`g>pna8u9
z;s&U7uqeQy+i1;TpGl=R1yl#eEw2jSdpqD$Y*XnW@K!-t&N>JoXPU$!ERyvj8^mlB
z<O;63YyB)cYudxtP)dk;&VW3YvEiD2Tu782Xx{zI_IFr#EvE=M#MHWm00`fRD(aT!
z?4}vU6woizB8)4nAxwjkwQ~|rB|s^4!u!gAP6Rm|e?i+mx1tviJ|WAVOZ-!$ARj+}
zxCe<1v5UFZS@p<up$tmLq$Qr8<`Pa;NVC|89wLPa1%9MK<Na&gsX_7vn2^Hb&T?dZ
z*WL+Mh-Q{4^9(t?&rAuEC=-uy7#Djam*}yt*8LEmALH*ug`9l*+A(qnrS}{*J@16G
zyD687#=1+%$L&d1`RYCyzUuBAO!zv2+<I#fNV)VzxEH*4Ia^e1Ao1*3fS5GbXX94@
z^fPfJN?z7yR1EJX+3(Y{XELSEH9?7ErE}|-S)cklLbInpYS!Im)PsZ;AZ+~+M)fw-
zMeb)7#k8?SN^s=|NB6!Z(ZZB9Xvu>5OkfESP+L-R<fi;2=c9s}5R*_f7c6>A75$C*
zTcVi)VHfJoRxA(B;YCc^B<whnv;&UeMw8WxRY!v^F<;eWXdCM@zJ=2va}TbhE8^4m
zf$h01yLpm+WZjKQtm6__BdpD-?FEwg{?$XT)M6U#<b@FN#{(uFYKM-Z;FNkFEdwIY
zCr#7Sp5j8G7|&FEt_Inj{3-vM&+eKLXY-i4)91YwPEt9uG-<^a1Q<m8tB|6QkC4h4
zgO_}feQP)uIop~mu=q9EDVTXLiiKbL1RT;r*QAvnzn@T~IE9S2!g`@CgW#R`jqGJy
z*SOUD4P^I#XXu~P<&TfY{O2b&|Nc>;@4poM-|);U3;0Q<f9l7kfBF?*aMS;qBN>?f
z@bg+~3pUeYD4>U4y(iuM^PXPJIHMC`L@V`c53AVL1yLX)VYlK>=GsNCH8&?#ibKqN
zpb?R<+$}J<>fh>PD|h7U==Ru%cr@Jn|CoCV;5f2uX}HDAOcpaUTg;3W+Cqz&Wic}|
zGlPW|vxOEjGc&XFYdi}xvorhN7jHM>?@&Z{wYsb7R#(-zCr_SC>?r(UaN;ng-Uez;
z@-!$3ULoAg7!G5$mwW!M&$*8-MFZy3=GIJKRCEHEi|w!{5r%tjKl`S2ALMbnoe9~x
zF0^91aT1q3CgP8XQ$uolA}qGP+t190JhIh-IYw3m&gKKg#7Lt^3@d>2TQBW7=bt6*
zRYHvulM-gH@zRD#iXI*Al{vJ%yKZuq5=|WLy)Qz=uLR0Ojl)t2isqbhSYh})77)Cu
zT5b)Th-NZ0!{Q?)eUpm@kvlD7>>sE6#n6}@=?LXxz@{_&w?Mzz)|uI6PY_Ig`8rN3
zZL#3YH3QTWcA<CX0R$lm7WHLb&it8XVv6g>8aB{MvR3p=DncBP5W8&AHbCoHQc>BS
z+{k#aAI_|si8U@ETF4CAh*ZM_s?QYAN35TW^J@sw4=IAOFs-&Y8)}?dq>rv*Tj_|D
zJ=7Kil8#o1+^1+`-m$hfi|iC>DhK_rg>tEv4fH!sB3fP8mGCEVjL`Ga3!qZ?+`;w!
zCf6>~R~G9a-r~s;{6{$-%7u;{VKox|;(+17GYOF+H8MB;rrnr!w)gE#9fwp{Yp<(V
zIO!Zx0=uIgp&;1Yr&M_Qj8l?qTTqquRKJ#pCiR0xJ!2Dey?TN8d#m)&oVuh%0sgjD
zwb7MDc0r~HvO7dXso+jb@@KKq#NIwq(?>bg_qdw`q8lod=N0nrKaF5Gu7G1n<b-&C
zN2r`C_S90@BiL7DKh3hDpK;c?gN8()?=sm{n!6J}Cd4@gZb=E8BkI|j@VsE0#E)UC
zM#d;7KeUou;9@1NMQLJ9mRmQ$?wK?9+thJT)X{YM*15gK`AE@-Bpjs)5F^VY%my{v
z^Tv$?)LuiX4Ja9mo5LQ*SPgPpwG><D7cnLeMlM%kuIud>eHsweq&kZS-(BhLs-UK*
zHPlqIh0#RowLWE6R_r|N^4I9HJ{W{6m;Ndy1$n@cs!_b=PRpSxA82K4=<}hx%egH7
zdZV#RAC?s}G7VZKis3knK{!8+vxS<fYY$SWQ7NEmgR>x^o&w^H@+%=hf)TfSUw|)?
zfCs`?TdM)|nRZytBQZWeNCxYN!jm!7Yp%sRx+f7;kel4{e5}D!b{6mqr2w{hLGEX;
z+B$n?FhYW&(riqL!OJiYyl8UI^B^c?pq!%3T`!+wCohd5qyUwu>4~weZ`jbRxc8D-
z{*f@|?C5A~(-U%MT6}~YLhmt<UAvwJULW=2K+&o-rfjn4`N^|Y;z`%C6ygIIS#_lC
z8a#boLqCf7Xf>WG%qyMsKb#e=zyF#O0m1~ASKz?KcGna;z%R4^Q7r37uT{Dpd<Ek1
zQP0L1jrz*3Q*dzA#=n0F&~Qz_iuYsEA=N1jI0%&(kANW^rc<C+OK@}dLvYt-9RGLJ
z?GnVLdpUD_J^Z8v3qpm^qdu=)9b3IoGWMt3uLd5PK(98Yxi)ZUEr@(kPG=}*nFPum
zL-*8cRL+q~cwj+V9i^<-2Jjb|ol^1g94)9Jz{V3b!!C?0;?&s_G*eiM1Xw2IcxK53
zxO|H`Id+(-bu=<U#|D%Oa_W+e^O*LJU)yvaCzWT;y9ESDOr!+!cZl&d?Ho)a4Dm8-
zE<_Fj>h8Ii@nu9YvP=#+BcO}v>z@fcrxEH<uPw+_<r&vmcD)hQ+SDU`^DX=noCM6F
z2pSPoJMqDg9{Ci|KAr!0y!y{}82nkh`g@f6Z4)d90qaj;rT<3c`cHNhF#b;emGytu
zR=~*4{Kwjw+K{CtJK{3T7@svI7@~|Vha12<bk4>HT_&}ct{SolQEwhyZ>Zdm1@cXK
zXEds%`eVe>oO=I6+K|*pl+g%m>+Qylqbu8sb1D1^Zb|zC?^{Pg@0{=ql^O0nt}?8|
zvh+ji?dVk5>f#so9|vwLr|J%EZ)G#HAodlGFEgia`Z~qLKPqlkN_IzYS8!kM6qBFb
z9nLP~)vp_+lLq}nTTgCXgKN(RA&y%md-wCq<Jy^4&-E%c`TA<U+dH1_o*!w!k=2Z!
z_I0y;6IRlyIpUzSljDFOKU<4e87Ylrh8pabkI$)|KQNvih<A2eS$br+Gr9}px-VYk
z=2DNa_>O;T?1}p{{&|?(ER3wu+?vbk?s_Q+gsJz7+sAdghEt$>FS#z_jvG?+!sloZ
z%kKs5U2>PEo<{svBtRB$0f<Iz^q6b`+Rqh8%BOG=prrgm2%#OG?U1l$PFA4RuYp0p
zzV1D@>lf;^cH+&;yQf`eK_pTpzU!|ipPij+`C8Ty_5ns|QkrwTcl*xbzMni5jJlEF
z3KB1zaspf!@L$6rVwK)*Pn}N>rWY=6wa(CiVFM?`^L<~)quM^TW~|OddLb#_#n3}6
zx9!fw)I&RG59YRogS~Xsf*rNU@Y!)nro5^WIrJRy`F+fp+VhiTH;kzw=w>^z1o^dP
zTZ2TWos0gVX$-L;J<s`L|M6r<hYrO!(>1~r_8@N88QTooifXMIyD75%q46daoTh{p
zB9~5>D1(l{prmgg4sZaB+gV(*8TQ=o=WxyAD^Hn=>kjg$<-$(W^DE#M`pfXmrh!Zo
zU*_|xaa4V@un{L!vuLX<*i}n+HitfI?D7?65mQE@T$o{vVT0*2ZH|j6h`-mM*GNSx
zRi#3@S8SzO)x=qtgFpv;yd!Ewa%Vs<j93BN{mT8IeVsi6J~m_?{yBL5O6CU}jvE^S
z38NC?w0cxhw#djzwDUj(2|QUvl(Px{_7RzU;#~BEM|Sv{wqlT=5k=l8lSn`E_UuA0
zd2xwqM)_BOJFzLh&P<D}FM=;djZN{#Pdk&1Q#7nwo$J^8AcOJlT{+wbdqGRSL&T-3
zi0}fw2!aNt@#ft4^&O{@NrjV<-w+`8&q<x7kbR)%Jb-hTPH5uFP@dOsWW+v=O1CrP
zH2b)Jf;RlL2jrtk&KZZ8MqO`1DyFjt>xC`9vIeX+t4P#n%Lx@%m(2u&g{S*v*dZpy
z7>FX{8%xtJ;)Rnj-FF<&eYL=A)gt-f_-A}Ij}D7L9&gY0<#%GTIH6U>>+DaD49@IW
znX*Q^LIWcTf~Uc~m(y3aOsnH1oQwMk;-cJfdLJsyj2Er5NpD$MZ6oQ$7pH@^eMJ1~
zQ`k}`&WBs<r)t*w;YQHnifU&NIO6+Oq1c;@PRnbVBEq#^+C>~!K80CL@3YEUGJW`l
zp%iRNck4HFcqj*bwynJJ$a1ectKgXLZ$t0ROjrG+2~1~mu^{L$=DHITo~E{-0Kwx2
zO%TsWWO&>Ftl-hOR9Bo9696nhoazq7fODtUG4uc(0x1S4vwN$a`=mRBO@D?1j|E!-
z7oO)4<W5>ZRo74K*UcOxn#cg9f~$u?JKNxFBv4fM$^rrDmvIH2A-)4+gfpD*%D^oY
z9m6uC?m)&7Xe+_*B)cc|+vLiTL~<c+`T$5sgi0^Zg(jKjx*)*-07YdM@%iESN})kk
z@B7hgZ~@n-V<Bl);*13c>A#nlrsbb_pYYkslt$|m17PbAraw<GRvym(Ek+-xfi9G*
ze>y^{-g(@d97n}#3TO|I2q^1p1PJ3H>VcJPN*jV8nH9hzegiemHq`Y8pmKH0AfYy|
z)s$^)d%<)Fb^=e?37ICV)pO7R7QMJ2L<lkAw?}?VS19E?#R*l{bp_$2E`uj^iE}1{
ztzpaW+E3&|G5Z`J4aSWH3HV=e9Mz-QR+;gWV)P#wLNgTAG|oFf<M<Pj)K%B`U+R6p
zFH7u_IHL`OFM_S~SH!d=k(xl>_OAeJ5K+3x;G}YSHSQ>AgFaUje^B3n=Ra<1UX(l#
zp&P)$XiU-qQvC8AZHK_ifSW%Cg?||am0n#1_~1x>m<+NwLX7(Wou7_>SbBs50V$bc
zV-m0ho;*c2m%}7$(8peYMu6H8D4S@&H?)y{T)MntFK854oXP`@2#x4o=#Z1x;X>$9
zKi5e+rGUy-_e{%A1F#`40`u}20~QDCPY(w{oOZMXk_WRTpUAoVxYfocO&E7Yc(Van
z%h!|gT0Eo;n<XDZVxO))YxoS&aaGv&=W~aDA%XuQd+~21B_;kKDfusotp7$=lJ!?k
z_V08hf4=qGzQ3Oz`k7j460rW%-}|ku<j;5ho_PLNSMsm+>pv$h$@(kd=MUnNY`+Ri
z{S=q{`GMb!<+nth|C6}n&&~XO-2aof<X;_&{|ALhCI-&m%AUR{qW;4c?02%K9Gt(}
zeEm)K^pDE4e=2**`6he%wtfP31}1_xv&KKlp8ovJe|r>v+9&>Q?EhCD8QYuQ>R-yd
z{JXg>z34w>(ccE}Q=#Q;{;MXZXZmJ&@YWps(<zaSh2ZV)7rn7x7ug8dew85ob@5H`
z^;ccVpNs5oc4$A(q5r}>n(aR+A;b7Pef6KK{`-&eZz_rG9DmS|Io8m$!s$cvAkTVb
z5XWzl9==|p_b(+%I3^I7XsQq4nG@-hjOz&?Qi-Y1MSVVf9{F(;t`$;Cc}?nq`2Etx
z@n(s>=J6_Z+trn|O|52^FQdvc9hPI0bXUun6ck0Pgh_3u%xGv}V6Cun{>k9%YVliu
zcBL%1kM=BvHFX1%<_9fzcc#0c0k77clcRmJo1^(j{L!{Aop<|`UtTuCpl%o~_cjC4
z+`lkkI;+?Y*V5K~&KR0tUf+wo`J#DxePhW}`3*(R6LYjuoiRD`<-sxOmdu36tV?_o
z>y5K>X=i;V$xu9hj|TPKgz_>Xm_U+z?w;1hF@65ahbN;ucE^|JfwgTH&3bsg3u6zG
zJIZ@-IiE{K6S6XzZuC#19G(>%v)G=MXHJeKKqjGlk(q!{jD|)oJc%_QV~3Kn_;#*k
z>L^!4Z&!bXDCQ&NUTaH(hfEUjB|8yhVIY4_Y2asPWNW3tbmXX)Q35b@v%ps)3rz#=
zyXT`+v2*J{f=iE~?$_qk?&I;NBw7z;lg_ZXw!Y@j(^Ytt^Ig8G(sgmPNi28SIR@0y
z^Y-)Ztr$45CN)}1a{Rzt`6cOu*k{3pK#VSIb<;AmMdX$j7Ss~8Rhpf(Y1GQZP&4Z`
z+|?VVg)PZUEF8=VDe~lvk{<0k4Dk@E{)zeUr8zAe>}*lWDyac&RIsHw(o|N1FWY5b
z){D}QjN<8>vEl^r5C;`l$HY^l`j2ZV2QmykG-((3Qa9#@rblUGy9}EZ>;cPo6@sOs
z(OrS;zXMo0&f<2m$47790b6WQ^C{sq)k<>;Of0L`qSvF+6${y$;CwKZ(Fj>UBr!1a
zzHH@h6Uk(2Qn|dV-e-Sab=Kti&O(#NPDH>Cod)5XNk<`+l9(!D)~uH=DI)P+m0s6z
zCZOe}!-pV(enN9XlTOFsitcN-$Nuefpfb+d$CeK%2}Y&#7v^o-qfh+gY=eq3#p!bd
z7!u<gHlebz=8cCOHf91B^A-fldUE22T<l$^Jie%g`~g$m^<Ta7S}HBvqDrXtzC~bU
zSqZ~^?T!093Aci_`lGMP)m=m8gL2K>7^+d|(A$jKxg&?WWC^JXB0<c@0a4!q%9B7$
zwK3-UQ3&CQEX0MgRSlnD;+(XB9C966zTHP`;8{UjLF~S7>-Av!IlA~(RA1$*lfV4f
zIPcn;pdzdbBsuZ0VHnaF5kMX*=tB}DWU^4#5J#FCnq<WWT}UE)EuG8)33v)v$f_OY
zF@vD9-%d<}chp3jV+~qJ1zGM3jP8v+Uv<es5^}lej_mj3i~K8^4l%eX4A|$=fRUBr
zBf?(cV{Th2bzAQ`Ot9*-Yv(2S2lm+WZF>*iJZpRxmYO|-PclZa)9?2U<JZb|Ny=kP
zUWD+2pwtH*CsKJlOb_L(0?63Ft|96)w`MoDscsG~*TvCiVL9p8jv=H+`$kPQ-5Y0o
zQb<fV@Tl#RUw-_!nH+W=ro;HUZSZ}DT?yGrB)8wZ>Mj{5Lq=jOliYL3NNcj;rnL++
zOmt0yONgBK8|a=Q!Fl#093vs7RS|JQN4X538cOv}UNROSwrWtsWw?pN&UG^(Kn`f`
z?B>wo()Qu{j0;c-hytikjb+=@jTiV`QUh_&Tjv@2M@;R~3PJ_P`AMIXO%bZ2eQ`5E
z$qKe3r8PW+oSVP~5E}7?K2o0fyIF1)pz8zuD2+Ps6ZayVM`beJ=!TYC?H7^Jh_23_
zNK>=|h1Gu32at*f$dxE*jKc~71aU~^b&aFn10}>&AUcticUbzUHY{0cvIzAg-6-D?
zuSp&2@#VzOkcD#q1oeJ26cOARe)JBYY=BI%*NoGPHJ;504waTtR0eee%Yw21Y6yfv
zk}m-+lj7G~Dk|dd$5sYI)C4sc2X+Ai8dUWXr;aQ2L$Jq?0gvz^#0cZB#?gyvF4Fq|
zLIh%hu-)IO6Bhs*EUTFVEJ_@#ycOh_JObl<C0;EJ*AJV=OUfFug{7)&e}S5cCnQoB
zSXD!1T>pdLmX4#QfObs)&4MYt9x;MPSfR1P_`)Rz1wl~hSapqd4qE(OhUuH0Rw2bX
zZ6di7*xEtX7^S&iB|u*hH$OFNd&eY&tpIrJJ<BGme+Dxnhc;g5N70U5DT6Cq$Tbl#
zd23+tCjRBz<`{l73zTFOAGyPEq#<lbB=Kky;3ENvUWJPRfS!;|rjgqqQ_MufNCr9(
z4v<A@i||7jd!=#uUP~c~Q^Fiqp%}0^Xj+9W-nP_QfvgA7gzC(EG*j8=L%3I{7n6!$
zIDjdr1PI?-ew+bdXhHdwQV=Lhq+GNV*k`)3nd#qA<OU;cc^oP}JyJPV@y}zD)SJRP
zvAAB`0RdwN^<5q>K;Li{t`8|?nU8Q!E;eUVp%1aXpO<gg$SehG8$s9uiNJ?H(VbNj
zk-0vZxw5tW4zDx82OSGM06bEgI6#U$)Gm}8Saf;E)*h*(B{C^VUw9gF`+W@EX)~L8
zhW#{9=+l!2Uv3CriDY!)Gg~fx;Z_!V*oZNP6UxQdEtt!Rv%BvoIU=#^sey;Ui5q7=
z+HBMz!Y6kxwZl@7EiR9jz1Sgn?W*Q2Y`l)yb8_8Qx9nC(?)wY*y$`2><`fQ$qK`+R
zr9xVpchLp2tWiVb$(U2PE}pgJd^Ecd24D_PkdruO#+UJPqvWK1w)L0@GBz%Nnm&Br
zYsS)Ik?7|iih2!#XHg(WyQemT3H4Wgb=~+}d}uCVpV;CaQiasq(_-?+!{$bHuD^D(
zUvuP#ZoFe2Y5mbgok5W58a7D1HGUl{r2NRSJ%lZFeAZc#UPga&SrS>Pqe+e#(YwL2
zfpae+R*fG>ObE@@N-!PyDqt}e$Qp_uok-zHEECAu)X;mHom5C(Tt)ElJ4*PxLEWji
zP^hS?_dEP>2Hy6VeM-Lq;um3k*sMgJy&p;{paD3vbKeIDCbf2hsmG}}umKlr(1e8Q
zZDK^$`CbWQlH@7x9OO^6>EU_c^IS58x0}c6u*A)OU=uJVf0I1geI(h?6PlUwC0C-h
z^jp5gEpXZVJkx4<OJCu!l$-|sC0~pyZ5#-ACls-?@*?JQFbvn(!-=CCuXkm;8pGVl
z2N?GPf8*@aI{8!jRP>x=<pLeiK_u~A9~fxE?M)=JAz`*uNc{%ru=g@Ad3Pss8}$V>
z@C#%|{Y!goGXfuUwY43UmnYmUF5omBe$3U|<UaQ9SU~JI$o5sz9T<7Gvm`s=?j3I8
zT(^O^6K-H-h(b**(u1U@x8Li2nz7>bOduPZmrGa5i?%<AH!ilwKf0@%vClJQMTw7(
zrI#}u`ZCKEK~7DJC&l%ZZCcNq-)d;f9eLWg5%@q$5h%H}R^>DIa^X#JL>OhSm<5WP
zEYrT0^Qc_vevf1=ZFTw?DPG55M%Za;*lVf73*QW*{i$k6;jS!i^2)h+N<y0zb3ExW
zW)ZD=?z+ZAg$5hTjH<Czcepw`%><k3VoZ1d&XD6$*7m#b)mqzodf^#u&ZoOr?>1bz
z@|>ETw*{~0ZNe4*?80>%a&(=b6^Pt((?{*3)nCr+ZchM4s#|tcEC{BM+-J7=CaoWy
zQgRL^^2nHeWak5{yc^o|fb)&+CtJZWrnb(SccTa#hU0zsa92=*r*cD2_V$`F*TXCs
z<>fo)3Qx<+1~PhXAxpP-NKXg@pVKe@G|&E-Zv1_^{4;<1YXu>8HkRMXHU7*ce)rwK
z<s1J<(|;xszj~Rx885QX|IL?~gZ<5f-Q3Dn$y!(6@XgZVZ{F(kf+qHM@`koTRu<M)
zmcKX>a?ndyzPYDaTm9mmPViaR+|H0*Nk-SsjNr|-`KJfeU%IQa{-MeFxDyBt004Al
z-O5?OvuC}%{2w3AOfh2spg%uszeVeR9=89((8X+ZUET~k?ClMIwX0|N#fI*Gb142g
zy<uc!{V7`X&la5H1t_Hj4OECTQ*lTsHG@@Q5n%z)60}<iBISG{V4?<jgJ>BrgHKoP
zS56={rS%RgEm3VQPkeyORJ)O3*xL-b%ol2`9EMkZCTWxR6$gq0L7iT@nAs$2fmpDR
z2RR;<K$w`iIW%m6L*I*_61#P4k|2M01$ffFMHufa^Duf;2?N_kpOk(><ntiFW>$Zt
zh*vkiS`vTGSlIqm09Nj}us~QZR(G7GR&Ep|BU>!cGpsNw#OF8v#Nn;5H{&N43%ovd
zO2`PSvhq2MGSOC5!Y;LbIZ0vEzyYNGTJTVJ_s7z{!%GNY0cd2%JNJ*H6)2yoWg`dt
zwa7Mk5jzDKqcyD59gpz+M{=s1nc^k2pAUifQlzy!`1sDhq?NMyigxLDS_yc8<nk2H
zH0+&$j&ANR4O>(xH|3J#D^^*@j*`#`LX41JHiV7(timEG;I*0SSzep1@g&p7mDaiD
zN~mLByVhy7w1vDowU{GA^I=CL;^0Xh3HZ`=u2rRIRlk@%!fUv1&vmStt1(C}*Q$Bx
z3IJxlD$ztliItsWYc(ofl*|RAKv3Ro0}=MW^0)f(k$yM3l3&M}V}lXqgjWv3Y#84A
zKJ>s|q)w5|b?c6YaGQu;6w*GFR5^8~E!{ArPPGsrNlc;HBQgBlhTQ@Z+mlunA!Mh4
z(#`UjO4Ul+DMlfLX&jSLMm!d2=DjjO4iB-$p(BBfrrCA0P!PX=NHNOnlV8&1FaNpN
zkGI0Om(1h@EmCO>zGsuB%Hhw0kdB-=fX$Z-ZyO$AE}Co^5?+EqA!2js3F;=DrgzDi
zRguqlZx<9XZK)q<Hfak>$cxyelw$2!4LLYzC0oh=A=@HUl%LHUQV=Y6Cf&L~TFAu}
zC5~@Z8xx}nQ)ufhh^*~MTWfZK#X1Oh+Dac{$Q8<^D*($p*yEnSQL`{t+pkbT8n=A3
zzfl_j)2PDSbvQB0$So+q8wlERgz5_j98c0x5JXHq8Qvy{?J8BFT>Y*x&xEhe;Qa8~
zG@g5gB->G~vFj({we{j35%MV+n_w4XC7+4u4yi{Sg9<ifofoE;iig;!2zaI2Of4Tt
zl(MHcJ@yqwIUzE<jn=T7!T<2|n!g+Q;5m5s^65qYrG3()9f${M&82CzBd$iX?`q{$
z*zx1iHyvo=cjDvw18E$)Q*Jw#&+89J>9>K~rTTqGlkRvwqGijS>0xS@E7_z50G7(u
zUoftOVC&V4ZiTJ(nmy^X-c?}dZ9QKi`a$=-Z<e!Tarb(+P<I&mERvoivob2Q=4<ST
zTPP``u|nT*XV68Lsv0C1dCIMotUHZEj6LItI9}n0&ra#mpBvbT96s7ioXiAA{sNSC
zvvl9)u6S|9FU}%uxNxTJ1AL7m%%g^m>|Nfd0Q7M6UcANe5PfOAR55onD=<)Ylg_Tm
zXm+T7Qq~gWEWWqSH`Kgwe4iZBIwk(;R%odVsZC7*0Hzn(Tc#;i^;VyvAMfT}Tk7#0
zxrZ9CbLn@0n&0Y@T|@R-a95Wj__RvR9vro3DSwtk|3Ry1kyf%hhZ=Jz-n3lS>Wi<U
zl#_OjM`C1P8{KG;Kh52>Ak<!xJgdd(x!B~l9#<)=M*kd{n3E8x=IJ6-rd8h)!`#n)
zm)+oqdze4oDad%*I1`_1WowzSXqKy{megtti<WEsARl#;eGC)r5%ACw2PW{NRX(sd
zY<{V6-f5Dj`aq=;qF5X!<)3Q4!P5{qiZcajbjKP93bnOa@O`*7_e_K*e#F2Il{8hR
zaAQ2kbG6D~hSKlU#+6q8yvMZF#YW%gl>rf2OqNoT1Q+^_r(&3NC{DD?sCCFi<1W^e
zES&9;>csk_VJWU>+m?%M_9)ZnI+uwM!@c>(4Xlq&9CZ{$9hdL8dDQ|%$h01tjGU>8
zB4MxK%JO?R1tQSxGe5m#!TgypMbvQ7{HS36mJ{GZ`b4+DCRRatHi*shd*G0+-Ae{K
z9K)`#^;Md?7@{B`V#wGof}U!|t7x#jcfoV;ffTTfL@z);U{LDr8~kUU;6VA3xc)q}
z{R{H`Z$le1<KLtDn={z|Ija8(#Q$|%WBpk(|4mfuWCVJP<6T+Tau(2hS^qwy(}BB)
z{Z%~wWyAmbsm#A0^nW9svortXx&3D3NiKFd8rXqW%F1jC{2k$Vodl0m4O#B7OA@1Q
zua(U7QCG){?q&sgt|dDN9xBCKEk(NnoTmp??G6W1#Y%;;>0AyEXs*WB-504Iwa@hR
zr**EYIk&zZO!c_!K}9b|F956=LGb5~t!QPMLS`c1z8>v-0OE-XGoi}-gIk=8QKYMf
ze#q}oF(gptJi<E61{}TCK1DJlPhE`mJlGK(syJpKD=lAVbJ&+Mi2wj|CVftUHO|kH
zdb#U}q!cOJ&L08iJnTlFQGAl5u^dNimT-F}u3@5qTF@XY^In7Xi=gCVkY=h2aGI#f
z8?b^mQLtf4EX`%?%=S`<=r|L$6LNA&N^&U9h|8T*g!?Ffw9X)GUl{?Nh^e+X!wb!A
zr_J@n6+1OpHBsN{afBsO$Q0I&X=Sv^&0=@C9-miia2d*XQK8CkYzAU-U!Ea(K~tea
zwgYTpNKB9eM^rVeyF|Y|Z&^2a+}rYEnCvB`lxcXla^xvsf-0mHR2fO|DAlAa*apC#
z@CF2~=tx7A;1#H2iz%cTsBa`+m{OW@)6<pg&dw&9CEwksDt)tbY{RYTzilBH3B5qn
zn9w6kuDGSBx?5%kn&r2x#@lv5=7@}}$H`Ye+DqM5RF)xs&)eGeJ`-hj!cbx5!B8cB
zd}YDXN!FetJyeG}c;US)PdIUa6Hy0YR!tom9(=GF)rP3gD{sisaX@Cbwy~okZ@X4a
zYn%F6*8=3=LE4GK8MH!8uD(M6dC9(!i!tQZGo+BuWJ}8r9{u5Q7V4mYV;)nffE4*3
zf)1gJ<yTjv%=yLwmqSC0EbO@5*3`?q$|~y?4%8f|<ElwZ;bZu6ADZ)Mh|RjAFhi7%
zBxjVZ9biSETwA3^c8_ej5h+AR&?;NvysPvMy%cU-9BAE?R{ce=QbU`OTtUL3)1K_l
zlp}D3a<EXC`{ilC)FH6sK#8d$s~Yoqy9q}IKf3VtaR*^EkaYVhadc3+Ap;R1XO;@M
z3?9kgskW}@1Vy8Y=m}9kS&O;K$0@jvgMjKAyk2dq-X)Mxr)(D#9>mS1n1W@B5I7Ta
zWgwezdT&jrhBC(aVncLt(o%$stp)3PdND~_yWDT8_GBFTOW0J5G#ZIduyMG->xx4!
z-Z_JMnrb!CCW|XMzJRYkJdE;L7Upn#v}}L%pcPWms(^dNAe>r!`rvo=aQ&%LZaV+r
z0vM}Q(n39nzE+NS3Ihm8_sptL{u5|O!~xgSC8hG~-Gdfh=;ZbG_2CdFO9HH4$*qK+
zW9kkw_9w3r33;UuuY<)`B!QdJQMp8#tL~?Zs|$Nrd+&_%gF++*RT~7u2S_Aueh?;M
zO2;ZxV?CBVgx3)Mp_Ox0!x2^HqdVtTyzb+W?E4*5nxMr_O}kqK@cvO8Zd$t!+hk+l
z;a@4~O`BSha{AZELBAC#O=_qGeU{gfEvMh}u#t8$!}eV%w%l>W_jBHhB!gk53Na=h
zp~NLO5t!$UXw?16?$@0O8S{l>`-{o@^lCF^8d(t>BmtKZyyR45wdG~PX9OmeMhTl5
zrdt^WuQucSd0pg_9&}y!6A#EMCs1<w*k#v%Tu|bZjm_c_m};zd)J3>C3`TocB3a!C
zZ14!yD3kG6??R?l_p7xq_IMD=S)E1O^M~AudLRjY2y+h*+X2nH3fqRn;tkEs)M?u{
zsX#b?BMLqQ%ez^JSQOvG2x`2-+zzC<xcS2F)ka~X{B9!`fm6LY*O-3Ph96UIRu%IL
zm+&cIA<ch%SL7h2myTz}au;{S;#8W#I`&*F5~!&Fs&Y;@!HAN@66=btqAEof@!eTu
zW&IlFnkiyVZgAG|aysm@f{a+D3||DU5_@)H37sK4?WZ+0$>V-}Sh+KBd#e6~4^Aan
z9CL@%;B@#z_AKip%Tf1SYiqT0b)P9@66ea;dWo-^s`Xs0Z8>Y*orw9_x{B(3Z?bqj
zmIgz)sIO8Wlq~BujGW;>3t2x^pu;K@eqGTKu9lKO{}7sAbc&0?W%@W0>YPbz>_J<c
zQb3iukc;i(il3G;Owj^{ofC`2>)$f}-gm?&eRO|53~eR{Hs-{>FF}`~tDjN{L6Syh
zT|W<N^uS%GtUHClY|yzClhsb?5>}Ky>52if+PGj`Tj0KT%pPhOHaIu;bDz^=R(Z<m
z^w^DVjX8uCCaXf(G;i^K`ue&>j3wLC4VKm9Q}<#4f)(>~=IFz<yf(tp>eV^uGhUC=
zD*e;+i^Vg38_4|&cTh9n<#Y2dq2?bk=iur!#}i~${iW*9XCJ>*Aph5a_{{_JKL{!O
zt&aYekOIrkLgQ~j@IN7i<0Bx{Kc9TCt2g}Boa47e`2P_@`1eEoZ%jE@8UHxtNZwV#
zHpBc*{1t{qN`0S5jUOp2OW->+x*vrW(XkH&TL??^M~vaj45vioVN8DOlf<F>A5S|!
z)|Zoac}5fIU+c)g#}I`F`LWYviHeo6;d}@h3Of*tS*YUuZVQ1a;0l<NAYnx2Tm7rm
zAbsJ5Sg7*ZvE+f`yuUVLexisG&ub+`f&q)=VG9MiB?F;>`<%n$ZQ!cfm^EWuH^iGa
zZ8{Y?sNSd?RE5O<LXDZ^k4ZuH)&<Sgy>oNYHsCfU^tr~ws;{A9wgeUVeJa%JcP10`
z^<dP{rs3z!Q~1K6<Ld|4{=@4A4-Q#cvdx2uGEkxY+S?A$goq16s^yvS<RMQ7JB$cn
z{i?urD)dm1?pyW`K#|?m%>@ZCoYH&gG=PLoq!D9w_~SNtj*LN`?TdRsx$VnFbF%ax
zt;h5}O=>&66K)-3>J-iSDi^_V<$C!FWwSb0zUh*9TgF6>hV%5~8D+(HC=bNY$kZ9L
zsYl+A$`#7xo6c{}h$rM{I4ug)yOZNX_<;dn0C22!s6<IIe>>NjOQr-$RUEH7rYykQ
zCk!`dEA+d4{JNb%GP3w-UcyGUT0)G5uE~I&Ig0>I^F>>+>?gTal1R|)AxYxi<dY{{
zbojRMqL(0J@K}}TG3>jamtpa}J#aFzy3EhJ3TP3BRIx|#zt?xvxor$q<tA@TGzWNV
z?`(y=jG>Igy(N_fYaAFbYH*i=s<UUHU~?)~+=9h=&)tOfo#D1SBZe9YNCDi83=IA+
z{TRb4f!~3xYd(sDS{z=w<vo)G^${pz9cSA^<uQ;Xi053`JGFfy(e1{g`;lNOb0UsD
zhljq%^t8q|Gvsni(81mrdr0f;T=l+XS+#3_Z2ti_Q^L%q(=17ouT?Vfe0ROdZ~b60
z-R?{FB@vl%5WnHmF58>9EVz&6kjT;_Hk71oaJx)x!{w$&t#dE|e@B~drBXQ`ytTsl
zL<V<EX?XAR{SrklNFNtg;ZVG>bcS);d!}!3Ega)Rnx8}ulapJkp2SCi_Q0%tXQpq2
zh#Q9>+T_+Ywx{wPWX=;F<?m1{EPmkG^(`?v{rYtK+8gc;e|zk9!+A;aQ4;KvP3Kc7
z>Fz30W6u)~kNWXQdrwQ-E9a#vk<Pe`QzK2Z>n%?jUbNIrsAptb{g)05XgH*j`ZOoG
z+?#~Yy!h8ibrX*3pwHoa?KY0jYMo+Rsx`N}&87;4?MQWBhOwn16eFSNKDxBjTTy|D
zH(M#{MjRb_v!~!w>L6M%+SpXH`7#zQzo*w&a`fp6j?_sCBHUo4m$O-8OQh(pSuMjj
z?}CJbpE^;bGGH(9pqJ*)-jz1F9XWkBBt$MvqgRb|nk_pX><tTy^aD%wsY=VCpX4L|
zJ{<|&Xc&wh>dA?dc()XHgnYHU89WI1oGYdK7t4>)`jx64e(M8R%if1<DrM{VtKzLZ
zAm(I8HJCg8?Z+_zy2^PhxL-~tz=%Q+q6d!EDN)WB!%QgyUtIGgX`UJ;zK5fnS}=Vo
z-Ymb~;+M7!SEJ4AemPxCF$sfe)pk=PAd@Rtscopl&j^|3T3N`y(R4wkR%ub7HAMOL
zez9Kl{eaJ^rI!FQqR+t8Vc<xpHIrtU@?p3r$Z4Ty?#EJ8yW+k0A-$>odrv)0B;vU^
zQ-{;$M<!g)A3LG>ij9$y`FigklY;!*j6VCirgSK-=q*MxZp?3o`zkrDJ-kPkBT;gX
zlkU}DPtEG{sIAM1(>vAG)B)EdP%1Z1kv-b|_$qQ%9qEJNQ8}c`igO)mOPF|1SMQFb
zb1pn7d3>-_ao=yNS9cvZZOX}Xiq%d_Ptk)p=zNMj280rblwmEIt!(z;s?^NAw&at#
zYU$?!Va!3l)z*(K)v%0exY7g(g9Y0m?_-7x6{`T7Q4l#9V&za1%s=?m%;6J<4vFa!
zyG4<}@p2R%aBI1C*|9;puYf>N#F!2UAR5q98qgIX<R1+<09R;V7~n>pP@jRR4@=hn
zG%WvQ0{ySUGCT9%!}5Os6JY<lAGi5iC4l~oDrRpeY^ZN#U`Q`*XlZ0`Ou+mvNdG@D
zfny7Zf58O2n1$m1A|n6X)PHD{|AmOm_Ai)z!aza}KcYyex@dBtEq{O_15A{{_m|hz
z1M%{kDYm-AmT=1ka-z-eLr-@}tY$N1>hvKG<BO;dVy9mj0(3dw_1Mq|wTA%14ngIV
z6_u2T!@SG=xG@I%EsAy0(S6m9MjPoqF$5T%-Xx(tB8Ek3(_(M0x+7-RkF$E+Vgfhb
zK|8*$l7a!vyMa3dI0CEJW!m0-6~Wz!t00^55|%P(N0?Vyo*9s9(X5Nxd`hB5C!U&%
zDR8-Q3g1?#ppb?A!g}8u!^wn*N}`^c)10OmCz9$AhbO0Px6}x&Yt=x&$E{t#EBPL8
z(!R?$a!mKID33suWu{NJX-eIgDkg95#5D0JNDhZ9HeK7HG2GZ}0J!fW$JEu^$iy!Y
zj^O)H%Kpr;5D&#!1A*BPDI0tAH_DU`zV1$`DN{<$Eq5$KFroe(NZ82y8qRyK(uH&0
z-mAA5dS092iEs$CKLQu)A}sdVgIEC8BAwZN1iO|3X`nt7f^kvtexv=briHs$o#3G*
z6=r#lk%c>Cg@;#GrZn{XvWQIq(j06l@nuCka>OCHDr-7-qKNqey<o)A*S&OCDl2k{
zlOBd9)n)3sT5*UZP2zJn-K8HjGAs4t%Xt@XW++XYU0+S2d~_a%9ag$#R0ByuVua>1
z1F2vVfOV_AW0jo(n}!UHCH+c1dkIt4vt<xs1$`Fb6_@AE=mW|@_s~Fnq$eTyZXJWv
zBeHx0Qe<^V1P>d`K!8tjHnNFcT!Os4-#bYvh`}p9H*8&5p2H!rVZ5!m@Ekz0&10z{
zPT1|JHCqLzhA@HX67#N<Y9J&>JcmDxuw5eZ%K5$MitC*G=<ax`Re9v=xlZcOld9%(
zYjL~$kqGCX-#Y%KYxVa`URwvlpOar%T?<2cQBL}QkY@#KO?1s^CG2(0P4s1y=|wEx
zE_xG7qqlORrGTZK$v>9=KzwEYwYyZ*#MaJU$XM5wfSHM2TK8|S8JQS=El1iBFtRcK
zjo$ckw|`#tKfn9C8^G^Z{?mK!=Z^ki=l+zzO3TPZFJPztOCgh!f%UD<`RnU9jw#1)
zIIQeU9RK97vam3|RRWzqm>9g>*cdt3*?w;EZzNV01_pYyzvVkjtPF4WKiyvr2*Dc(
z_E$dZTZQ$P{S_3na@HiEWo2alh0n@Cz{vbY5q{f@Ho<S%tL*>%?yP?r6EeP$N&j0-
zS?vGOrmWw&q5oX<-_M7?Mx~kG9={ygf2M|Y8jF^=eMs))9iB<wXy9z7Zeesdg0^7H
zdxBA@27K27!y95S<)sXrOgir$rZ`o2wHB&L)n-C_xYAB4D&9MkxCS7+)^cm{e&XYn
zj%;)1dA_~sk+F0fxkqo!Y=N;kF)YcKX&&AmXn&tvUr3J7-qb%C`n(^U`H==h>zr;U
zGu-)QV1Hm$R<3~F;AVgQ`{A|Y!_{Qq>id_6%K_e}OV>v|4U78S*9MNqqniEk-2<S)
zOU^B}#!uGk<0v+pQhfPrye{x!xbM>SlF}26(o;h-Gg^F{==ZF1yDc9MuD13MF0XZY
zwbRlAr*)kkkF39-e`p@|;NrfutXugQLdlmno%mrk^?CkwGS*5~uFcuDCGs>u#`$t_
zSS8KAhF<+eMkOuYU&z`nsTyXkv-JB7(ux1r4tgPO7w!bAUZx@YXI^eziTA^tuxlD#
zQAVF2qV&=hlLle6A@ohi@i}GT?(@?kWstw5nI)OS)fi;C=ytI36vToTy|Tq)RR_Vk
z6^lLB+rhVYb3#O};^8~=TaF+H5Ph-aF|8h_CwFtqP&MQ1Yir^-8X4I<xS5}K`8Z&b
zx!G`jx`=R_ad}S6NsrWnmB9JBbYD1YePSx-bbso*e{nEh)yO&a^n!OJ?VH{;;B!Pm
zZ3iJ2Y0L>ARXUOB=W$j|V<5siudcTjR?Zeb7A*Gf8-`L!Xbh-hm;~hRe2tTTYmFYB
zY1}MuvF($wn*uEQ4YQUxRWp0WfzYYA4O$tIUopkA@VeYweIVJ%h~3`g*nc{@q^~|Z
z|IT-dKvuNHj^X({^aA9exRLLKTuIjx3#E^tj^0bcR|wxG!nsEhCgFmf-2y(A^{IHY
zRk3;tu@%4>oIxG6u0P^%BH$g+zq4V4x4u26Yea(XEsc(m%t<}AOTbbrs5C7?SXSgv
zu@N?cG<aknZehokC8TeAc_){zT*e~yTn8#Ex}$1j<Yf*RbsAs;rW}EqiUSm(6zhOA
z7OofcV`fG%%X8a8Ly6C%4<)=Aw~@*~pt9f6Ilh%CrF@*giVfsg%yY&2ePk7Q*)+7U
z7NcmTU_(mnra7rLK9Ll-zAKhs;kIkH2V?qhZP_DvlLQ3mZ!Cojo+2{L#9qgJ8^7Lu
zN6@zw3Jj$HlEoCW9zILnAe_+2c!<l@Q>w!9=$=X%x(CD#1QcSgKuoUg{k;kbPC8+e
zCS%bYTHFv;W^)WJYBM-Yd7Lu_l3b`*Dvu?wOKlOh_y92Pf5QAlTmPKMsLUILmWzb_
z2!h<wE68sQEKU4CgwpQHKxV95RZNjJU7=Ql3AeU})eMYSKzf@NlG?4?QzbL%lLTys
z`J%CzvIC({#9kgs3^6MhQ)=vlk(FL)BLP&wxfr5>yMfLrG-^TKk(^6lZfA+0$uI(_
zhH<8nW&o%v?toqUoXX|<g%arpjQ|866v%F=BQ3Wem?$1^okw|m5(!f+uY!&szavDh
z^)6tYk&tDzv#}rvbSwwfF;Md$ebrf(BA6@+#6)62w^Aq|?}8575;W5(S_q(iZxr!f
z;1Ips2`t1MU=u`$b<|hoOGp+l`*`GdEHou7uVWAfS4Rd6d!=~dG1MU6aiU2`1Ewr%
zMWCE&sfAQf0wQlXen=p-kE~m85km=R$4(!C>MqB=vza%L*4qe_K*iV6DwP=SzDtcb
zb^M`cR2K>)G2IF0AA;3PkX4Ay8v~SPZwQzNpu~X}Mnl~Q6C^_>kwsGh9=?Vy$UMV-
z6w4zt1C~#nG|%~9<L6`wpH<TGC4DlLV!MhJC<mUhiFLdu0SYs}b#mB<x&d)Dugj<f
z(Mu&CR#K=E#5;Qy%E$>eYoLX_$Ggdi|3KxIEddNM5>E(=QLfy_v7W{0i^RknDOhiw
ztWetUwV&$}rU3OOfzyYM5_N-Obpu>}=8gc4uXth>5l~UJgBoIrFl^rMB<pBY>VXUb
z>nX-eE(Ugl1E|}l>>+Wn_8|b_03H7p9SR9N@G-bCChGZAR;e;sjIsfm;9O09BYKnV
zgd3m|IDU4r0hnZgXIYprv@uSR_Sk$UO#TSyBAkhyA_KpcITcdhdV5|(U0i7_e&*@%
z)?9@g+3Dt92`P=~H3`Cmsxhv`CID)M&V8gM>?~k>ND)1&#H$2PoyHW4HxFPebWH-4
z#ad{tSqoqRV?p<h4!COO01VdSpU1t^%JI1ve*mb(%uym*m+5_HN^?|M<eCO{%?ZNF
zZKd-mDaaT)rZVN$LI>DFbUf&WV=N3b0JMP)t0ZE6)ZjR(XtJNO@Yt$~@hk8@BhwAt
z2VX=ObHI~zh!9<K_l@hc3V(>||3XQfy}>4*$2iJV&N5nVjIkD#xK|!0*U;9w9W#Cu
zqW~-=P=<;!(hvWBCVNPP4&(xG0_<Q<2FEWL+fAxYr-!wHz!}XF;W8yc;tGUVr(lHq
zK)ErJ!$k9pW0`BRkH`Huo3v4sCwLn{2+#dZR1g@Olt+Vh?Ari{VoL3h=obPi-25|T
z5afE){Mb5Ef*e9tN}qrk9@R8E;dLyq41^_Cs60(r%i`S@4B^p)C@-xpfkuU-^;|xx
zA9J85w=*c0U3fM?IPt1nNkMH(kzFC;l*Hu`L~#>IkIh`rS>fWrw=v8%jadfg_2cy#
zo0R+GXhTdbR*1+zUx_GcU@oDGXl3eBK40GSVU<OE1zE>VQ8Iq(Ce(Gpjm+FDcu!cK
zGt`7s_uazWUO5aK3jzg&77<ce4O&=_<XA&>?m(g_aPIP)sU%?u<tixvmYt3u`;DJ{
zq+>mG<0Zx;0M=|SDH<<Ztu`RhqT?%@&=Fh~w6LEPlprjba?<NH1C)m6GkZ?`b%FMj
zGTOcCOLMlQNB!WBATnz>6{tr2=<5{77%j&)o6evOktw3d3}}q#tODnVc!EK9VVtf!
zF&xq$HesU7q)k;N>rCYiWmdb(oDxTO40=~W9TkbnBt&mqbbgCvae4CIXMaceFTwsS
zt_s3+_h3QLaY*l5b|lR&!J{D6tn;J^bGOSxbweRpy|#IU1>Bw++CU&d7i`Ob0%sC$
z5uKf+nj>9dzMY8@Bk+?1^5ZW7A#4~2DXJ9Yjh`44_MGL0=|;+Ym$DE?Zb%sXszee6
zk!jPDy^spuaztsW>EXQ7;3rRC3{WK3c~i=m5vFX+#g~jS0^|~!ij!~k8wcGL_<PAx
zIqAGzS+S~>b{u80{7@%>9zY#fz+Y7>l?p`iQ)C9E_yC8z*jB=E^ITqeO=fW9s|~{L
z;fDN59Ys@d6gn2z{45<SU7&a|q8d<MN?<z2te;qyiaEV>_}^6rNuzeqbEzxWAHA&K
zQSYTJbK%h^gQ6dcz#(VR073`x#yY8iyDhK#X95Bp@%S6qeMMtJXMo~tk3@9nVf)G*
zbKXqD=clQODjRRP02u?2qVR5fsL%33fMIH#%DAO61ho%{#Ur3cD+BW`VZYoask7qu
z;mGEOYuEgsigE|4kf#`pCPYe+2sJM@!i{kG8GB1KV_GM8eJ34{rJIbc$)5H=V#x-b
z8P}{^$#t}W{m_f21GGa6QY@t}*cmu6CQH-HnQc-=gtUPO!lTZHhJq`$DQ|&TVqwib
zmq0H@y$1w2U5Q!AKpPIOvPx@=rPV1bIFyE^Z+@5hpyT3#!ZkfX*B5`Q2HYgRIn92+
z4F%G1w*`TN^Jr=8sCkryZCSZT#jG&W`Eh#f`Qtd3j#Yb_YVLNp$nK1eW_PjKmVa3K
zG9OUgxN(k~`iQ+Yuve=mF}^%dH?R&qMeq%D<Y}RTaPucXrHX^g0QoU(%5e%h0Turu
z_wh(~bh<Id;mkF_v`QY40<;8<u<nX=mz5q8iOawBjHxpcHuwT^yYAv$@~guY+ieBf
zZQHjigqM|=La(l*6L)I~SOJO_A-Ye6$GKOBtnY<RE9>c3o_YH{@4ne_IIlK}%g`a^
zJrvtL4xgC1yZfKUylUcCoKfz5ethTgfbeR)P3D%+cv>3S!r<&-e^*>-_3;Igudt?i
zVP&nb+g|m<YvVG0LE<4kz`UTQrAh13$&BaQY&*!D#ZAY{-8-B|4*WWILzpdQ6>pqa
zE}wSl{<^bMnw%i;w)Hl+SMG1Gr*Q3K<yN<MR?N$5UoD*`N$cz1m)&C_;75ML@c?b#
z$|&rH<GbF+di|PwgL`XwxwHNGTW6-IFx1iK=CHQL<@4QH?%uoa5h(2&pA_z<vGM1+
zO&<e&;g^?fw-SE1&<DK2<F9yzbMC1xSmlpgmL4)g9luL;!LQDXlt5py5_}9dnE&KU
z!fy3Wny2lURN`zol1L;l(V#;$s;Q}EoG)o^;}hqUrhCd-gbhcTOIM<sn`g%;_tSTO
zY5P)73xS0t%lpz&Gm(pfgAUTlepNu_EXmBrf%}BL7kq-xG%9}%2K)=T=-+_>j0}H7
z0|c$i4gTK|fxokg{%1tsC)W78EcsuELH`~R_}vcvzo7zeqZQJ%{#$<kdsN^JM*Sx$
z!1<Q?|FRQ*(c1d2r~v!#P=U9OU0SBMe4LS)^DQa=7gXS1>aYK&p4R^#XtuEbTGss!
zsn-6^LigvY|7UpMjg0;CYrla9)aHNDY;niP@?6VB?O+M)Mq|*Ll2v3ePMD#)K)ezN
zGSmz*ud5!*qJ22!6}m8$JL-Xp;z+jJjj2gfuRv(eq$f+vy@heOxKMr`KgBYvWeh+@
zp=3&MfTs$`+u8IuJw|a@JjHvl-kF}(ZWlW+z4w7Km^*E;xzAgDY+O|uwQk~a%Z-SD
z|CI4^r<}a0?{IOY9Q~jMFTKs5>#_GH*ivUR2zHz%*?W*jF(}7*YVI;Kf110vZDW5o
zxpyN8*ZU2kJp*oWenW;ayyaRVS+2p(79J)ewpup*Q;3qNvPwt@)4uq@lPFEI=}s%o
z6Z4Zydi&mOMtbFAy>6s?Eid|wag8AgR_;6{wCXNib3_=YuD({ss**lWoHmc67jF+r
z;FrveHx<YyKD^aKFwfK?Cfp%zh3DIsq9(D$O{XJWJVnKs0$wD%77m<?wQFhzPM)<+
z11i2g(<BI|T)uN1x9k82OKbLKEKl5bTb<X=@7q?PUSGM9TBhNfY7aY8+XH%hzh57r
z*FSWo-XB3HjEb>;fzzHgG7h+IvEkDA9>8kp5G)^*Rvw{S`tHMNFKwYIJ(8TxQj`8<
zyc%k`-4>{JEF1n517>>ixgW=%T_ARP_cmsYC><6#IJpyRhik4y)GW%p3_(szjL?HW
zI2dBM1K93u|1os`Y^J4+3HP@;ArBkeehrj%8hD8o8(FPJ^})2*`l<kLHg8Pvr*-k+
zatiE2=#k^-L%7GBubp>K#=V6Wy^pB&24m6RFjoVj8Rs{{ZzoWnYuv+anyKH#avpFI
zD;nN7_NmwoxH&j-f=WGB4>8d4vNU)0gdaV0VBc0&Hv?-p@<J3Z7&^|PO0s?1cJ1Ef
zl&w8N>4z*MQVX|Sx2<9foy^2pjLeKpVjvlvnMay8Bexhg!*|r!*gx6;vPgNy_mtrN
zkVTx|DJpaT@SH)y_W@n;&uerzdoErDc~#VEN^1GU(~;jdI+`vB+dIU7Aic2gXr^#5
zlHKd}n0Q(&V`OUK+G2M2`aIr^f%yR5J%crYIw;P6(nh9fRVfDJz=(rT#a;CMtOLG+
z+{rWvd~*KC7nm!(zu;W=X_;3jrHS$x3Z_L!q<d=5FuM(@!vqz!mng(uV>>L3Z0bu9
zU`lCb<^!c^$l#78musTI_*c$@BPy@luefR!2RIqEC>@7s)E$DbZ0db#K$yPsLJZ|5
z!n%kk4`ST8OQYy7Q&MB?E%ZX);C1(v)eEenYG4p+BLPgRJJ1HhA)SNrqdgFyF}-TM
z!BlJCSw-c{KldoQ|B!eri5`Ts7v-U2g6&IAa!H^DsHk}p6q=IH5QT~LhUl0z*zz}E
zePU{(@Y-4k5;WIm(`iJmK~%-3it2fj_|w9LQdXq}Vp1VU*z@v`0ePn12EJ1Ua^swb
z?s4ewC*_Z62d@1f2|No}+9=)sAw}>ZD<uL{(SgklB1jjwVI)zDwShD7kQSh~>ye<z
z-|i~va-=aqqQ#jA=mVF}4gthV6Xbk_;Zz@t5so&C;9rg*W+;jkicR&Qw6|B}!Q+Q3
zG8!z=g<%AC;5X&h2gjK3l}hIBV9$!7_7;iiY?QrHDTC;tAkp8s!L3HjXsjVjfMmom
zQG%lojkc}^h!;<ZYv{L(q48_Q3)7}F8A7h<mFLW<AVnl{U0#PF=G&CjYvb#P(d1(Z
zK?r~FQf*Ny^5@8s${|IBkrzUeZj9HG!ZNTbU3w5Gp^u8H2l9p<qnd;mH#{QebO5jk
zfUisMrN9zmuVK(PM;M^-mwvwb|ET*5sJfD^3lu)MyIauU?hxD|xNC5CcY;fBcXxM(
z1oz+s4H_JR1c$&oopj%?CFy&|fBXJ#yfF^2PwmaFRjaCIt*Tlz*Yhw+%BDEs#N|}g
zJu8JCx>3*qP?32L0<z_P*i58OabLam50q=TrOT;sF>qaP4~ro5YTtsWjAw?PzHGO#
zmIdhgt+1Infxxl1e0C&LSKHjp#P%;DY)O25Accj?o=9C<G~(ZE+u=m$(78S`X4n98
z+bN>2|MlzGZc_V&Oj0|tHC<9myL|^<1~52gYDs?SL&gIg;a<LIYVi%Y&-%gj4H9Mr
zjCrqx7#oSd!cF6S;-d?nhP2&Qc>R3!?3ZCDujav#CqOOLe#j54CC*<qD1IAXzHO5H
zSA#JyP|^RGV1kpG2>AII!2~BO5%BYWU)hN`f5$h$$w>tK0Pp?}2qrlHQL6esoO=8A
z>fb8m=X(OoY=4gb{tLkbX)}fo*7}n`0TNB&Rm!K0Mmz1<Rhbx3`sIawzKU?6nt>)<
zEr)_d`suu<&fS=d@`33VP5$RyRaQQ|#P1w8xI)DF9!JYk)}*W9T&})y-EZsl;Y@Ju
z_V@uqZo;H;jNuNd-gfVOO}4UU<bK={s$ahBmZ(`ifUp6F>O32GpA41%?peeFo^~d|
zJHzim;P2DUehC79mjQD{MZ4GIpW*Guh|4w9VlZMP#WZNVlTvdbd8ngosly|SHRrH-
z)4so%6#1opYK@-U+&Ye29!=9?@CI!&Lx&`w8Y2FU&T5Q&MiH}V>M2RRzYZUA{j$hO
z?+t(ayZX^)sC<rOnMF;nPpe*J=fiFx@#{Qb{eiKmYwONEw>WlH@Q?hv+FM4(au_|h
zA*Qg`-jV5B=z{OsXEGJLM$Itf8Q<m3J$?RAwv-;dx(=3VA0@f(!OHF9$>ety&0mu~
zj1sYXeUVxpMp#|^)B|-JArm$0*6B6GFBA1}L$ABt9yFP)3!QIVWLLG2u>P?c4P<N6
zrd6QI<H4q}Lv*KnUzlO)&MQsCs-ShG!l;Y5S0@q84Y_-CEN$GqVy%%N*MOE-GDcge
z=H3IFT&ggTq=CtTKh$D96{?E@l$KY`O-zllu8~hz3$)4%{WuX&>Q0W(`8m)E3{x&n
z$;`(g05BP`177GkU=D}B#!IlNJ>SG6#HWQMBxRFb3?)8IDVoQlY<Nl^&t4|j0AdL~
z45ms}OZ(nTR=&&>-*s<BXmsoA>a&x!XVsa*v^g(?2Dg-$H&-mZw$l9bd}gq)+ZE1~
zPve=H^Ge-pohl+}Zl0`l7{%W39fB%43RhaTSZk=^4cR>{wXwxily^^-R#q&hAXh9B
z3=%Zmw;-!z2!s>S_*F1zQWA1{pn7O6t@6tm1fyJ3>=R%*6;aY2NT)}}xV_ClfSxgU
z`lQyspFd5-rON70u<?#OFOs;QW{X(@rDN@a_f$@>VDX_1n`rv+)^Upnw~8ti4>>iV
zeS#$OMUbg<adyp?74@@;q5)Uq2c2vyIz8OCrSXC4uW(D?RPCJL(dFIu6?QfA@-6NZ
zFe^GoShD$TY3P~tg<J&b3p&age5#;2-lbz&HH}fIN7ooQkPW(iVM}j0`|5DZB7ET^
zJ2yIUo9#;Gqi<PhU6`j3;QOhv$l|LXAaTRIFC!dfoiB=)JEB+5fW&tubD|)MG#zHN
zfI+ERHL47I-+D&{+>WY($7o;+Pt)iPAk&=?gs2+qGm9muuMuM{OhJ-~x`P}tcE&WW
z{_7Y@xfSq${13$WgYa_tlS*$m8e9O<MRcIg4$q)(;IVT?(_6?_WhWziohy-1CdqL1
zx@1_bIG22@inrjg&dWE+?6FDhwb9VZ0-@KHjr^osVktgor+9)KBH_$!Bb4EtrWN#p
z^9bS;!?17L1tj842{l@vfrxuiatb5&g~|`2tc!wMO(Jp|rTKNw-2%+8Ksu6!p%=(=
zq#>Z|bOF;e-M$C_*Qr=;0f-xDkpnXUl%Pv_P>~3L%E;yxyhP7!3mj+@`q~UV&<{NF
zRQ-8=Y+DBsY!eJ}w+eLVcwm&oY7l$rfRPBUI9~1{Bwj95qG9}iIVjTSlD*ReUkL&2
z_ycSl{N7MhI~a*9kna7dWS#_HSpg^dkXM0*7p)E@Ta5I2bX+)qf?ZDX5GYEng&bml
ztRD@CUjk7!JRmJ$Jk-*Sr<De@i4XN`vJW*FV7x_Dw@uZvy`Qn)5?qVUd7!9?_esBZ
zs-XzH0#<;#L%lM7E2o`P0fZf(fDs&`6C_36%QSGwD0|k`j|I+U4H^M0z@54@sok|X
z*pAx8j5fK^LKP4pV4d??5W{(>47y+@!aj`k4ZUi#41O`&^Va%4(u@jeUpQYCst+3y
zNo_qtA+;d@($Pr?EF3k=Pavlt03ERz0H9V*0RP@0^q|--vj-o98}u#wBsK(@M*#H+
zw^&&Ye`P2%q&L|9P5b%YCj5R6RhV+A$I&Ru_NAGT@{qr;zJJ=YZaBj)rdr!APlb8a
z4y>vJy#^eksYqMlUTnp)+?~Y}x9|3^`00cU`tL7m+7!<x1hiW*ExTqyaT`AArqlUe
zm%B3!60E&?xB<KO@X4-*s#$rL8=RU^7If8!0IGndsrAt!*1`Y>w*Ty5!@iYzfq#Cq
zA5e9#OVVUF_d!{E>XP^r;hhubli&NI{sjFwHe)b}lh>Vlq;!np#LL|UAv*Y<9<f6B
z>J)>f?HLz^UHEmeLWCRIU&mKQGa6s*B9Dh3f@ojAQ@3)|m8R8-UZQ=6lP7=A{CPz9
z)w1L{T5!z+Ay}`UCyr_2)Kz=Qt4PA){*U_5kZSS#2<z>y$(M^XX{VaXfd?XMw+-J?
zhP}JHIEdK}Kir0oA5hcvqP1}u1>93Kz9KA2TfG<s1^{ODorf!AIuD|7V{<-y+mcqZ
zpY{>n4$Li;mRz}|Q4#AkjS9Ec;?Y*`7NCeBzO4Z9+AmYOdcdgxaq&HII)lk=-i_2N
z85dSIfjL@;52;CQTLLN+mlmQWyJ$pv29n3b!q=k?fv&G<ZL3S;@j$9rObskK0J&_4
zw3VW|F*&s6<*a$lnT6wm_%oxgrYh+{;+6#Kw5cPfWp5l{MCh;CVoC-YrI>nT&FwxW
zawlzj$v3xINqvd5PxDb*QnkxDq)(lR5kL>Lx)Fn9AaJ8-DT17DMw(g1w{59ThNru1
z=S{nU-VH&w%6j4z@;KS2(6MyyYWL*va_hx#(?AnaEQZb~Kz!A!Nv#2QvaycieQ+Te
z+0`WT%z|h?*Lpl@B@xDgw_)yss=3w{0-Ev%+w=-xYON(2YsH#NQWI(8!%^Fv;-_Ys
zuV`3~3-2yIx2M3FmrNDckjSSOcHM5vtsP5&6cv%sQE(l^kRrsS6fPN(Q_p3IH7=pa
zm-B)eXM|cNGLhM+9O~q$lys}@XWlKBO}}VNm2OnUo%3Muquxmn_>}g6dOK8WZuLV_
zJC0MH1|)dqjn1R@V1^vuK4j)(*O&L`#EpniO|c}>nIt~VYSz^k?{lX=@SWJgXfoKi
z&$8h-lc#G4rC}Sf*9E?Ww8UG_1;&G1YO)MdKWtBGt<0}_OgpgNYp-*j=aX4(l+ikD
zZ*m^wSn`>1C>ImEK^T2fmR)$~Ihl-B!V)RvMoj_VGJLc~9r}KLTt>|8U=xjjHnF|q
zk<)knkq+cZ<YgC$KEYe&qw_R6tm=|VotiM@Ezzurl4_aP$Evg_n_JOt%OqxvMQ>f1
zbjBbb`d1$#{a#7#Y4LT0j_?V-xp;r=f%0f^at1u}_(m7(_N~qC699uM#ren9`(GTN
z{`Mf{KT40l`I{5e&zvUzxAX|#vj5FS{<lXP{tYw4|G<-yiH-eF4m-zbFiM+l$o>5S
z(Bi&BD6$GDz>|Jr;vM;+jMStgME<Y=+9V~u+8dK!_tF7*QR5Mfjl}hh9Y`^EbBCW_
ztF)~R4ZRkHhrL9S5TlwKEaj#IbQ#sD)5f5p5SlQ9<bYjz;(`Xl)Da^l5AOCRgih?9
zwIJgeG5JmDqM@*Y!}kRRg{r?9*@m?s6EBQoLKzF_0^Z=1j_Jjc#5jP-TxB$6O{0vN
z;xtW}k}*S91mCGk?V9kFa8yU;3AQNOrG<M*bBKrCB<ja#<>)>4){N<(5teBT<h22c
zIbu46&>%umVPt0Yv+4;#XmBcdqV;QcUQb!8MeY~G;%-(uo&scu;Nf!~qi?p>Ih~$`
zQz!y?3cgf_-<VOm-+tYkJ+ZG^gvTuf7<57$tV0`VZpHPYbx3G$+rafJ?q{JUO7-_x
z^QA`wBW8~7NGcEMcbb!+iigU+ul7a|QMwgs)hypa7zy0Ev}kpU56e8VT`IyL8IMME
zUJ-O=A48M<^d`|Gf6k(rkW#7rqYc}c1ywfp7aN8>7^1w8S1NFNy>(Q}N!L7%YTfDJ
zBcyX4X3eJ-8`KBO8k3_ClQcvFl;ISqHF~Sz<pz~g<ob_!nq&&~s%=pOFZkq!Z`Q*x
zNy_>KXNxXvcNYyR7oP#f&=ksjUK70N*=aP?{!lLn4+xyXxqro}RMGqlGH3>(=jEc~
z#6gDQ&}Tf6C6=Pb&*1T{jXMB)36h>%gS**A#^)QC2qed`6IDLpJ2YSe#C~aW%PqDu
z1tbUuXUHG(8@Yw|QTb|C-61VFKG&mMZziNH<1sn37~L7m9TiC}u;}5}88o)vOx;!B
zLuR`P_)Q1iDv9=F32r$7wd6vJt5B^64?vC7a_wDYM!0f%LHWA2nUiXV5vTJCMb3LM
zdUaNlbv*`h?qoBB#>3pUM=Vvl)MuN~N3A$tn+)ld^fTMB;ah@dd6~B*`X7@EioJ*Y
zQ4r8qn5o(kWKO#rNHHZ6ah)2FazjkGJlj~RQ7_yC)XkS*O+N2$m1>7%V#-{Lk`3w@
zy98G4;V=kAzdvy9GxqMUN6Rx`k<3zMbKR+n4ENx%%C+#>W!1_}9Q+z5&U=D?4(}e!
zBb-G%5o0>U@(Jf(U!UTDBnkW&PLIh?DNn9T*LdJ^eZ~YQCmed)#m8tK*Zi>`vF<U|
z_4`20x!voE$K4xaKCTgt+u+Z%^3$5i;%DF8b7RV}*B^A!PB!UUCn$o9m8`pBUBHv8
z<<)x{G+!KN!zGJbLTcDPjRA;^HtX+c#b>}S7Ro+~ASF4W+Su|VAtU82+Q-qenYHR7
zAIBrKTWNxWW_^C)HCwY284rQSgRD_iK*&M`v5tlmPnxA|CthcaOa2&}a<$U$=dHQK
zj~oY~l*;a%94Ht7NrIFVWYon}jUxE<p2+?916^BhDk`5|&fp-sPd4vz^WoHL!}T;k
zsL=i^V;arYu^=c4XQb5QJ&MT(A_fxJKtb)ZK<9hTEC$zUKtPW>k(~{i;BHUC#bVYg
zZP3hDD+t;<qejD!LbI)J)okL4n?L3t*XW9AbMIpo>JMW?>`FD7w5PA;Bov}0m#pog
z<yO-;S_Jlb5Kt0R2bY)}w?8h-5#ZSF2WyqQiHku=Rz<5uuLE)<VC0)bTnmGSmSBg!
zC}Q>kawLQSITCvD-kXFov!x?+s8a1H?eZ0S%aZQ+@k7Qz6UBs6UN%MYKDm>4Dp4lV
zBvOl(DUVzSEgu@Oy7|&!&l>VD&#*I}V@i-^v(i}~19=$3E>y0##S^Qlr^D3yUazaO
zAEFO=a(;}n2S;sO?PzHAv_ppuA~i*)LPdn|es=w#&RC2T!(p|5AL`L4%{>48+hDGY
zc6yHI4y_qcmCpCOa(DLV8^X4|RucjMxXthasmgIZR;>#5H%5&qGW9c>iSQeaU9K}B
z478xcS%BCa*hEbh*;rPKM9@ScQ0A_?!x)DAEfi>b_Zk68bOo|pdBB%e<n(_0uQFZD
z;^2%LL_<aLL^$k_e5k&kNn-cye1$GaHVJ**yG1Jb#)ZlsAx-8}SbsdU|HXIqZ-@53
zrwdRN7y8fWe!epwasFH8qdyOA{}4yQw~YVuLH+Lw{l6I0Ihg-^5+udkwM+tc5Di5c
zQxr&V6sxmnq$J3cCLQ-;pYO|8{&61Bj%M3s?{WP1$7;P#k*W&v?>tI8FrPicWwV$q
zQOFmI#Qh4(>vK?c8&Y-m7`CsKea9zyC^hem6{RZ@2n^h2pFsqTZ)-@$I$!9G;?&Fp
zf4Py&9??s$zOehQ8l{1;V}{f`Etjh9<@%}gY?0X>NH>z`Ra@qGVf0%kWPxyb5E%Q{
zVE{{436r5SAeRCD=mob(v3NZ`Luej&S$l|g@V+o112iZSZuF!;N2DuA=E3Fy)))ZX
zEgC0m=C+41qTh=e9_P)0V_e>Tk@1Tt>(l|E%+M_+-2B5kP)Q|yqK}7HDH|z-OuP?1
zEC3KeMDTvQPNImOF2{>fM%*Y0xMjF4)-|hh)+n!edDD@eGg9o$0MIqZODcXn$Q6-H
zxj|{DcEa4C_=<v7Mx7*M_pIlByvd>(jSrj*Wk7m>TXmbbE;h^^>czx<av1~c^j-74
z5)zKAy(&xT;LfW~6E~|yPcX^rO)s!|iba$5QBt*ZSrtbN<L&+9t*x&e6Z2Vy*q__n
zxK-Mn2t@6h=&surGUdpZ90;l#n4GWE-TJsAa@_Y_k}JQ?jf6AbV5uJ%mEqdNs8kaY
z+79wK$yir0%pBZy$a&8<B@1feNB1vf0UgrnBjIDoKZ^*6VN=;?qPy?WDvPpoKhrQO
zM`aj#v$0*=eEsDE2ZlzR3I#78zo0M#9?mNlP6Cd%=Ctv7(pF)ucp#+MQ=u;R)<*9G
zr_5+AqX<0)oW^=!5-w}Jd{)JG0u4263<~F3r3ggVIrS~X`uCMZqPC6ig?EO&-lMb~
zS*4zg_GQ|`ODcl-6r~4~z?Zy=e%4*MW#6vI*(QD^%2GNWvQXx3#Ji9=zP;4gjj!?u
z5vZE}sX@<mAqXyOf72S&9a>{Yqby+S<6EObv#@x<<h@D%Sp4j0J%~@l=rq)^7*>bj
z&~_wLtD&R4CTzlkWkC-{*~U0^V8p&T5G?f9r4S5lk&xta)f1v-mSt@<y)w>a4ik*3
zx}rp8Q&LDFW5K3+(aC0hEBt*z8K{72Y1)O)*s|wh9*<W(tNm|x#WfT%quPhkEJrWO
zp(Bh;q0~zy@&mkKQk`2KXoRlLmrqWL9op$ElN+N6oI!U#jY8LfL5ESzLL)taZCpQj
zJsg&DXRSScJ@Z+rV3kZ+8h%XH@GGeVwCBS4;q-63YwT(MlFO5^#^>Y7PyWGZZ1{s3
ziXHCw(r)+XoKD{j9gnW7QhKYwcgt{V<D$65{rktuhx*nM`BMx6Id0xxXTrKXzt)n4
z3*#OMXp_!TkT^&$Pn0L`f~orntNM1X_q19+N$l7d0-kuTV|6DXPT@HFtQFWITKld}
zEdy(x1-MFEi3U$5e9kV5R67Z}@a>onB_nDTJ~<JCK8*?}O+Ox;RT=PpQxJmO47QdP
zDRHXwT9A_m!;id%wi>jzwn8p2U8R^rJM_rZCBzU&xIIX;hfL~XiP!P$#>X4O^b8d<
zsG<w+Fi&C(uE#(}b$QN8Bo?0k`dqjXfzG;iEIX@wHgohLCBP_(%tjhtz5stb$y~vP
zWIkmA%O%F9xt1j;(=XQ>)!NlkxCDihZsnNe;zO8??rg74;{?y>IeYQ^u6JFXlXaD}
zTN3aMqzWbIm_DlL>0}q3MB}ca&-O^j49qstvW>g_i|ydqBM-Khu{)fLBd-_22<BI!
zviUpT3aO%r`@LgT0XZJkdOt}Z5sbt&${x~Z-M+k?%SI6AR?Z%SCRR1lt!3`ISc=yF
z2$~9<s8HE-4CfVgN+B{-GsuM)v=19hWaMbsuEfN=Ks5HoDRhr=n4`UVPX#pt01cFS
z?}Et;2iME(t>Bon;}p0@G{3nkiwvZcKCl0JrhW{kF1-2r)jJdr<H?GWw3qx5d6epl
zX*{6SlR{V}u?3V42;kMml!8@b*Ri=M&x|l*RwmHBamdZn$j-RW31skBvL=L;i9F=l
z$9A~ONM~WBFp)vVX8in3c#QZcf*_UQy;;Gud)vn(Vnlq#Ub4Ke5hyY@d&63BW-IJg
z0>-*Xn0Fw#E)LfAa@Mrn#8)xwXnkSp8d619WPbfw(VD552_wGnVo>1c$G&$c8^vjH
zRhA=H+se7-xq5vH_h-{LuXsPamxaPe``9*Z<g?-p)tyaqn5}bUy69!DJ2#n3PTl-e
z(#_y}dkl^=zlQZV`<3)u`?ciFS?$(cd9MyQKmYk>yr<M?hRFXLZ`dp@UROVXW(|X#
z|Jd~SiwD);nI1r<#ea?<f%7*%s-G<?u>QsJ0QrTT$v5V)`ZF}_5BU*tK-BAhavJkn
zcK@-x@%JVDUzi)Le_@bc)KFW}Mu%M2lt@7(Po+>ug;kld5R`%tt<ju(Q<8&`K*Bu2
z6R3Aq{F*{vz8nJl-K(?J9*+;NUhHljd9QZf52oT~pmbgL8o6blQ=wC10QnJgyH1c3
zrHGHaDH(}V#7u$22>w?H{xvD^xbPrt{P6Oy7)AB+h`L1RFAKhsqJ)Ec(Wm$O=DuZ=
zFJ%PVhAEV~>`;B`He<aEI|~pjPE{Ee@nVm^x_%R;NDMiWT*5j~D2JKu-Me9T6=v9L
zQ(u)P!`<kV_CBzbp<Seu6;q8TU$@T6>h+gr_|G6f2fa}_&!0|@TQd(w2~7&U0w42U
zmN+TrOr}~_ojk5jNU*vPL=W0NVxBHL(|Wk0z}~D}VFXC^nFu79(wEkWTErWVx}rus
zXKua~s#QNoHmHr6Fpi&(UH4mV;$+xh&TbDJL7AXibOqaRE0VAJz*xaViLF|l6u#KE
zT{>Tzmw1-dYE-#-YaGIWK8jwBz1q><e$Pv}&M$*so>+I5&980gfs+i<ne8zR3X6d8
zp3e5!L&vZRBYtQl@t6Cm#S+Z8*!*L*%miWJzI(qAt)IuRJ+dsO1;D!Ta|i;+)}`Xz
zftjZYshD~65<s(Sol4qeO|(vZP&dG3om_QX`;O!Nf%%7gc4-AY<-Gc%tdHmi@8`?F
zAMO!p3VZHd@-u`_5?`W^s-^1;)_Pf^C)%Z}Gojoy6`}AYyu`G;sUsX#7Jzyc-2@D_
zo4nSVv+nQkf;MqHoyj(P6}`4y!NR&d(&50%)%sP}5kBN5c4&jDEt!^elsfI%$F$3b
z>fUNGDp*&I6gn0z(0K^?qfm?X6_H76Rp)j_(OgFr6IV)&XN~nn0<QHNC)vA2IJ4|8
zjio0lkAvzPcd!q<5391GA8+!|oX2}Ssg+7}*4~ZG4eo&~1{v_IGfE-HJ%5{`Zp$AL
zIj8C0KN>bu34w$6xhAx454tZr(q0oTEnH18_xL$P`UewzWfO<2m4pE!EjKpr9d;Tn
zR;hI3QLH9ev~{A0{MF{Pxr<iQTbM&w@-^T00M&kPJuDC{cQ}__rgHTaM41Jc7y1-O
zftfXEE<KM*SFc;=Vv-9vS_62E*UkqP3>6j!W$fO0gI$e%v3nOJPi2osc)hgJ8F{TP
zVs&#6jWL)_5La9U;cn}q2jkonVCJLUq|nCYlGbKO#+3a2^_7^-VCHCz(9xs~ax)aA
z!JAL-D~>XX#j_@st?FGo_v<Y}HQIPHra9LGQS!&tSr~2%c3;p~ymH-n{x<b-v|9zy
zN#7`WuiLrnR$;uzSz~f#QSOE5@cEuNJi6BVK<^K$L(BXA=DmdP=frd<8@h;eLbF@O
zSUSdiSGf$nl)oT0_{tOqH!H^Fy`eMzQof~GnRt|K>AH8{!4N%Jo@TLRt+iy6<r$_`
zj`mK&Qpf(g5mnr3&8o{;3woDLjk(a6SGAcsIqLNXd{HK&3pB2(eJ+&>!#Yr|m5_@w
z*1)KHiTnJXQTh9do_L(-A73$VUOKR2uGHfsdhHOlznp~3TG6v76pg!;BCw4+oD|f0
zX+X8qS8GA+><pxCDlO7Dospq21MB-l18-Rs@I{?lw@M!Y-xd)zilasoNG_;*!>bxE
z1;D*8P@fJ;<w<pMH{`HGd1>;c-=R>EAV#WHxkW}NM6P38CBOkU_iL$(c9qdpzOmy8
zCHgIfT)}ieoYZO`{R9}_{9T^dfGKZz<1!SaR?Z~7CjPS%{dHC+msNh#-1XYEYiq}k
z6>4FeV_0*maDEb{OmtdDQI*!wrp3BE&zeVX=kCk}IY>81FR-p|c#}b=P^#qFS*khc
zXj7B#2Rj<fn9b%KPza45j@k0n7^O{X-9c-WtK`e>#7h%K`-J$QK+K-z^Qh_!QpQE(
z*+Y5>kP-1jQ{b1@DM}EfbA=eC@$j+9b;p7|-yC)vD?k?CcX5E<2_Plr_Hzuswo8pv
z{_)`Z7w_1=8+`v!8U)UN$4>Om(I9-w>OUTM|Gt#}gMs%4Gzc25WsK-SiNs^fBl0yv
z@`4~#$mIP`Pt7(Z#}>K)*Rfx-Y%}9CI_22YRmxQ>H5-+ei(iEx%XRjoQIUxPcX!i@
zBn+r51}5PL!}G{sdEk=rnzZ5!+$86&lZ-z*i+<`NLEW6pDA1@P6jMOIsVaqr7u5?u
zhB~ct4~?s60UmaI-knYlJjLVT*3VZoU*?D0L|1XXFb5%E;NJw^KkSmCVm;r}7Ob<@
zOX8!%xf0hzMw%-4A?Hi>?RH#p%}IK=Ei?eB;kntX7a8gHf&El&{P_HJu<Y(;lJKu=
z_llm=JmQ~xWxJA=VaYIz!`kiYgH)(E&}rLOrO2W`>nKTig&k5wzxnZMB^4!M%diE~
zGd7osQ7*v{??u!=8!0$yWlPqxkNryOZv>(Y12aip>h?xLfW~EZ4T5D^!LS8ri-QDj
zVGC@eg8RA1F7XwSv-h{Ao?z!Nap~qXH+V`rTfwr{-a>3RUsX_=7khqHn!=}~<q(Il
zv5fmVC9U+uQJfM+L}PK|j<7SWCc12SHmh^-RbK{p@Nvq)ktQu_|Dg|)v@pui^Q0o2
zSGBA8L(N8*^<;4>E9k4X&K`^|pd*qLoLILZ<>xJEFd{6}A)dNfh)KEWHVJbzQb@Qa
zQDgQ69z$Q7tE5TSkm5lRy`3GVG7M!=>)zpfvcqq`OWPHlLo`e$z1|WdqYe`V`ayl2
zY^Joh*Y}-&4s(kEC_~E{EwXM$+_p~auL{1uOFyCWU*+N3H497V-*$3h_3LgJswYFW
zd-3rqN*`UkyWMbzN4;h~3omZNwT#JDQ#c+X>6QFM{DtZDM6mY;*4aItAV^(G{jKd&
zzV5<d!uLjHG57KgDj`DD_lM8{bhiH|effUmSpR>=?SBgu^*`{e<N8NE>%Nhc8`~It
zLz{1}{tb72?peq2=V?Y`(y~pu0CMn2tXoK{cAiJ)ZV=_01f_ftt_C(0h74_FtQS>Q
z5(o|6594tSDpsKi)@!uvNA!eGWA9kL=8JL>P~@XVRm-inpD^hqFbxO~bJ>xTMZ&A2
z^^jb4GI++^zIyV?(O0~A7BajBF=j`8Ir8Q#>%{wlm$Ua{F29=;GbiVsZnky?=%McO
zMR19<OFkt3USUo?Z}O7nEzLb-b+{h;2<#Is%8jgk!@-^vs~Qw~q;8R5i_qODTSd|k
zHs%1wHN3cb-QfrGB*<%I-Mdwd71&`{P^yGn9?js2#hef=AmbtrZk)He9Hon}nFiiQ
z415{aCqrnDIHS1-Vjc7wt=Jce(wSv;T+kl=E2}FIhiBWEr-cH;%7(a%FNN<PKv?5Y
z9TQ(3GOKDJhD&Z8%Uz0R?Mmhh!3*mRQ&!gr#G`@=j|>XLp@Uu@bLv0(3Rn7)&%mDu
zZ3Zu*59S4u+{XI!;~<NWl~O#n+23Bj8qgV>NnN(?l(sNTb)r+sm(o-(Q|<MN<yG1C
zVC^h~ek-=Mq^Q3<c{OjC8d(cYDRyb8D^jK^E$SaU#ry$;uP(%L_y`kRSR)C46arGI
zIVQGzrPVp1r8eWkYv!R$%Rza*B7*T$JBnFFM%)qh1Jm>h(Qp_4qLhM;=d+(nklmD9
zgmHOS3S+EZeO|Sz*^HyE&0Dipaj9cm6HB!`wF|Y0wYDSR8RKBEu}x85iV5D~ml<nT
zXwlSJi4Zf`oy~eKx(&~BLbNV>7#x~c)Menf4Qtr^Xu&ZjYzN<F19lYWo}L^{PT!Bw
zXszxZ)Cs`F?5EKw*287ue=uxdQ2z`ad7$tvqN*N6Owm#x6uDkXsYCtH=D~cF>%q(Y
zGF=IZ4%E8v*=ge2ne}jt&=`f*vdNftX!Kv!hVK!HS2}3*AnCRfQD(8>D{@?dY*unL
z*2FN>O?p&6HWBH2hB*|9r>I|~-)nr*0Nb`b^*lBEF{u2-#o)hk5dMD;RKB|_{6lAS
zzU>113sio2^}h!dF2+BHRZiBCTV_NLKB2kf$G6{>E<2py6od||CN9b~pESp+fm0Gv
zt1QsLoxHhz;X;MSYTo(0v&6X7{vu;*ewTNj5Pkb*9PuS555Ir*M?^3&97CSi3@}rn
zX;w%y3VEZC<MXaDt}njMyhO-%Z|>E<sPpU3knF76`mEFZrFGd4&FjSlgDHDRXXoSX
z)FM;Oqj-9>uaW!7sByzPq>w>4&?oMyAX(ozB78*TEncX^uJv(0#%szH^lNhD;y0T+
z-JSV(?(2PEES$$KRYSuJp8V-XQykb{doHq&jiDXhA}E%)qZoarbvmIQOs)8`;qaz!
z;9*}p#EQnDr|XNt)hNnimXBmG3!~Koib@mQ4zzJyuSV=B#S%xc_)2C<Bhgd!tb);T
z23+vWL2uIAId_rm1*?Wv_zcD}P+rg$ed)J2i`g2#b^g?($?*<CdY}S(D<zrJw||3)
z<_LNX%Pz0ZKCVGd(KxDsQF%X6n0M3^Y1@Q#Zu+(p2psbI2a_%whWi8Rpy>JBK0!g}
zt~g4iIg)pnmPk*`_jtpbn5e<#lDhHsej%mh!#N=*n3_F$ZlZ{Kj_1;F4&?%~Y1B&b
zJaNnSzTq)e&)tOvEQd}ZugPBNA4+KnTuoOR$vHFz+w(a^s3(K2<RU<oufIgV+~9ue
z0E>uxYlkoU^?}{Du{E)h%InR`vOd_u;t=MN^RuRkLz(@THA6$(Exyx(>Fxb#OB6Cf
z@i+XIgtonO7U8;VxUFudSe%67yn^Sk>G$;gd~N2cEmL>fW7kZsGY0lE&#B(sztrtH
zn#gyoUgcTGPxG9_J$u7iISs`gwqOf>6=tnIMV+%=LZAbMO|ri8s8kqdylEtqsJXGk
zHT+UH6V`QM;YNcZxp=p51rCw`b{=!nogIQA#rW(JchNpN5PWfEq|8bPM-)u~s~|JN
z8w3$$(8WrcMsx<3Z~nC<1&);xC)|zGLR37Ra}Q&DITcSz1e13aA3jgigN87&B_5%1
zW5tRcbyMZO?+0<#=03K(s<3lH5xS+Dm@*9K=WA<un8ZShQKIxgBnXkcB9&n3=`U9N
z*-9HYqc~#bN|xZzOwgb#vsY3u-u92_(%fD3f6mMcvW>MjrpOTr-?=I&&(kVv<!(!-
zy1R~i7oZI(U^7R9kpHIIML9$XiW2&bv1_cQ2Esia{@nAzA4A?>wqE~n$otKD`oEy^
z{|h_npJXj!X8iq`Rj%I$r}?=Z#RMd!`V(tWnwISrJLcdT*rylBf_@|YDI1~*B?icP
z%ra2NP0KFvc}Sv!DJgHq`r>FthcUyye)b%X{lpsEpl^AokH0Le06d{^OQ^{AT1~aQ
zwY_{{`}$<@q?p1VhCVPx_2qDZe3~iDOSDm`*B<AiShW1STu*k^3kIGZB#Q>G{Uiz|
ziyZqO!e`>MW#twy#>U61Ip|Go*RozeJ*HQua6XN1!(rZf-F><IwCS(oqk=Z+G)-xk
ziY?I60TNODJe;mQl{B;~m-hX-=4c%4j@{XN+<i=ND;V_}q+*J9Vrow=hwnR0<JT76
zHy2Z=aRfx1>xo^)DS#9t5e(oSS0X2$Z>rEbd(E4}s4oIA-GFYc2{bLchkP@GAuO7X
zC`jGjn!KEk_FA8+>-)v^W?(h$re$Glrg5W9HG6wvxcj$JisKT)SF4{y$-O97zKV$J
zLbl9D82C#YR9z60yGh4N;wRQr#SL}qY=Eg>mI)41LYl`rlp`{k-En(xBYGILas@ur
zQl6N`$XXfX*;c>4*)=L#?~L3j_gu4_jrI(;G7MbDECYF)wu5n!f@=bymSo&>&Z=MQ
zmlt~k*J%{}KJVc*Y4yE#DnWPh^y%1Dl?>P_x@57_1BC!+RIU<q63<p$(+=w1N5uKX
zF_q8oBi*y$OwX#6ydyNEB5D(P_VqiiZ{d~TIEAsJi8Xb^s8Hzz7*YGT_y&5mhgveF
z+5Bbeh+aPv?)6aLpfQSM`>=#~2&Vip^m-i3YNhKD7vKr6aOkJP)V-NaZxxCbovX~N
zy#NPD4)w&6{rn*dQx-K7g7KNKmj^b>XuaS7A>5lUuuA7>Z{;2CyfC^v;rsW`snvNk
zK1_@jF>=UyIzoN+M(Z*gjA(BvYQ}#5aD^D~s)~IM_M_IP7)W9&JK7ER4aLlL62dM5
zDL+YE2qQmS@i^8%LXp=1_r^gZfmB#^1M`bPk&&Tx2e@n_+*}pzG^XT<1>Ci^x<L9E
z`b(Cm0BNVrKtvQNX2djU>xPTx`zsFO&L^1fTo*)p9-2iP3j_<RRSUD{Sk^-=_Nm4$
z8!g2N9mJYPPEH%uJ;l~O=jsS}Ru05Y7a>eZPE#l~I$LI|?ctzVd&#~fvV4QT7|zA@
ziDmM|j>Rq}7neBsR0pN7G@iI0TZ2m&F7vUkLGggXhI%0n0la8>VtuifYx6~xgD1qk
zw!(*Z(rkN;RPairo=Rz;DWcg_>4Jc>V_dMI!yPZ`tvzesmjhEC<<IBA=ySI+Mf#PW
zY)1hD_D*ZK3;Xb*#}6cZ?pvXqGP#*AqqaK?VZ5H$B?ir#FUf+imay}9-a+T^B=x<^
z8AERtPLQGMehy8uqck&1L;F127A!`5Nq0oq-aI%a7qGthy7wVqqO?kR)Sy|Nc_pj*
zioIpo6Dc5Pj9+L%Hv#P{1=!)HK!D>){|gHn!XX!Yn7I-Hk*)cbNck!6_QPU^<o@7R
zI*hD4@~Sqis*e=3a;z_TLCoH}Xe3YyqcSYzdd+~_?o|<<9ouNtmJwO9yP2N}Fu#D~
zlAqgZptts*3FkE^E}E!G6W*}7Kqo*C=&ze9EGFS&nCz-!dU79SakZ?AkE=-nIGNC3
ze?r0D_U65>!fd;Z;yXuPi<t4~Ti~P+ev9+Ll)#&>JG$C2dPWVqw500F@kv9|@x=6A
zhOaz8gF`+sKWRkFl0Sca>UG;ady&e%&fJyGWb0?I%*Dm}bq4QDrUjeM&yn_RN$kBr
z+f9d&G8zIf8l+^zjwAg|GxT3ioJw-?M&^eP9Ly?8CH+L@Rw=a~gL!4+2JFsf;--uk
zM@g-vm&nad-jWY4TTHsW&FfD(*&}k>(kl%$$)r1Y?ED-Le>20uHkE8M^MNVx@=9*P
ze{7K<65TA~O?h~1eovx6H9m5YJ$EU&^yH_r0=%LR>lD%P-Y=I*`s4~t6dE2a4y}&+
zxnCXA))?Adw&2{-m~+4!`^xMePHWHl7#(}N5AnT<_VCG9?B1#h0cAh(C}6>}b~gxa
z(VXZc4We^##{h6o>mwjeKoZ<Me-W>V(;_M#BhFi)Am%XF+j81Zz+IPeThnXEJ5C%K
zfuV0PN5N$3D#sR_M3_m_b45=ixn+NcpDLM^O1%CW{W<Y9|0nlx4%zBlqR;!j!cXUd
z20YVf0pxp=uP!Lf2`&u8og1mMH>*U3a$UV>FJHI5_e~^Yd~B0b%aZM!**hYbD_g#6
zg|f!ej%gP6h?w*(X3Ao8>au^mfpzb!`svsaSH7~IX8uAi$NlZtA_ng>s&Ito?lB6a
z=IVwCOxjo27+q{}!Kr~1`^fWN$rD4VYl6M^GLKox@XNjYpuXbMbz^ofptY-C;2DEn
zfr^34M-`Yj_s8JQ8;6{~1JNcOR;#R2BzMcX<!Bk(pe_t1Bru`kP#@stx0mV*3g+Lm
zyeVeLDGWk7q1Sy{jK{gO;%k)8<!%wQ;n6M;n90WSqH!-vku>1ZI=Syx0({ueob8UQ
z!HW*5xe+g$@8s{hBNXK?ruwmc^OybIf84(L|Ia$n_s!yeW=hBWZF2UnDc$cmIeu>6
zuyOsFbs<qEI-L=?P9*UV!j-17wXiTi{)WUl?%1XL^A%|+(DN&Yide$0K%nX1-ARga
zViQR1QcSqD3D4ffWw@!Ej`BXYrV3+ccDLNTeix--1YS3n-3}ZsWDXdZ=n-%ug~&B?
z<5);gu?;cglP(AxC)z=Qf%i5yp$?SI=`o}BQ9k~_*2dQ(8$_!c`VllDd%l~FQ*yMF
z@o4bN!<O?zkPrThIwS*@h|^sT)`BS?VY&M>!2~I(Fd0~0CeL;iL7Lbda_bITp;<TE
zXSw<Jt$PP-Yt6T6H2I%D3PP~VhN4Zr^9rybe*%^6k>~k>S>&E^+=T}&615({aVi;W
zLb)msr_r#~_pvVz%3wnYb7+9nG!56gpePsFOp3mtv1k_mO##zG>0{lp&L_z_0>9#6
z?)Uaz!Op>C7hUl;dj?!BFJRr?9EGE+X+)%=+BHVnQ@$)=Pl>Q%;_2{L2~<#q;2E#&
z`|Km_8e$krE~>5nC_lU0o*2(dHBXrVD?~jP9_Sg-WX#dYo&KtE=4C)VH`AfcTYlw_
zX5FHJ+fqup&AE|nwHJ%(d=kO@XG-)B)t18v1<ViGmJw9E`ywp7lslH`o_Q&{FXyDi
zsvISbgW}a{J8e+$A*j}KwT4dPKA>qT>|{>@UpaC9>?HpyTgt>bRXBT#X-ahV+Hurp
zxU?|}M$!PRwCL-p3(b%75n`)HK6BO#y`u!)*X=$FST2zWld^7w`7iRh(dW&rV6mxQ
z;?>IJEs1<+<x*xhAY=^Yg~W@fq{5ZmMiRt@S@>}e{>vuO|3`c9KS`Xz{4JKmzk2ZR
zLtp&72Qx9U{J9IK=-B3S0#{{7xA`+(mY@$3rbL&N%~tO_%_*=gM_d`0FaQH(o53&&
zaNmE~U63wg_v?ePQ^+YQiq<8}zFycG?a+Q3SdUuuR=am%!x!{<g5nO`fUg3*#Jd0P
zU5t2dH@|5NJk(Y@1<V%%PCdrghXOicK`Z-b4(#||1c>XH?+~|&X{Fa6ydJji9wGN`
zh^2S*M2Gj5<Gt-c)HpEw9`WO~?*#CWtBOL;!u)#Y+V{f^au2Gz;cD8EY}Qd>W)e5k
zEsb<Zm0Iu+-)hZ=Ge#Z9cD?3{?s~*3dW`_pJR_$10gmRHpr@bxkg#t`pL!K8Q7@rI
zMww%Z8p5-Wj?2&XYN)o3c4Wgrr>Nd3v0nj)U;vXq4^Fn^aCV&MGW0}coeUYYHy%a~
zqI8RCXt(kG>%;Dkg}KM-XW&*7Bl#L>{L9mz4^*dI)LkYkclsC`G{Nxss+^-Uc^2>I
zVXkO>7RoG3va-7|Rg)Ob(h}VKkQu5Ko{gV*LXvP*ipFUcXhxD<ht|Jny_RgEN6H_L
z+BqS`jeoZB3T^2VW70Bicz|%&LkljbIL!`t#!WZ-2d=m0^oVip1kk~CR+UNv_RPj$
zsm?I<%Fj8q6SyZfdiv&I7ll5a%Qs>`>hE1sm%&5xtIX!8DOe86&q~vTWR=?JS1@lh
z6}bgbD#%Q{yyQzgB%eFA)S$m$ATC)>^*d{D9p-fxSpT^DqSs41SuD)gSwEaD6<{6v
zhMY4%x@!q<E2{(}ifo0K$wC8bXCAxh((HqiUohKwg>z9J{S0whue7L<`rZ+s`XHHd
zp12~PU8bxAL-j5%z}XxX`B=v?`!oXO+GwNQuF_<~a;jpmLJB=GC5S#_1ii=kGRG7!
zN`A>4<&>_#w6wZ^;NVXK+Jk?Ac3tV?!I7~1q+(ql#RJww4_{4g?yelR0x*liT58wO
zfwu}oivza`u~gZ6;Acu*@Zovi`$m2LD(a-9N1gX26wBFBd!st8)yuYpMYd6CE|g{F
zUg&r4W7U{^-g4+2^|Ybq>$Zmm9->vVV@hxOy4Kc~``x2KpKL^}5Yv(9$PAQr6W!Uj
zMRsA2IW-I1d)=R&nst3xExxK%5X;bMB1Hu`8LVLc@)UJ)A)+VWaegJ%C~orE!x@i|
z9VDM@ZlcJlmpr5GE0{R@@t4{u*n^R(14r~?v*Pv$Q3&k!$~8%1Q%i}~*2Oe)SFvA)
zociGr^F7#Tf|;b64}0?8OF0>+E~nE%<X&s~+xGR3t9yA?@l9iZtd+FSyc))POK`uz
zo?CH+O@qOEm=~z4PG5BU8Z!T|@7ON9hD}HoV&gzt64m`2x}5aw9QVLf!l?AeSxzwL
zO|{vGV-8*KgY_RmFEGr=?^b)2&7G`_DYaM_nRJMxl;mWoh!_N&oy=?<D8-!}to6;U
zh?Icz*=E3GVFzP<Cv#gH5nyluN)c{mMrPnYF|#mnv2ro8&@r-8FfvjAACs{)`ZrI=
zJJ=dI8yY)MK0X0t0OkNgfCIo5;0XLN0XPAw07L+J;I%8j7?}Rcl{vuX*K}q8BY+9O
z{+lpBA^(4W#qSq`m>7TAu={NR{M%VPIcFy;a~oqvhHo6{L`;m|DLZ~4Nhbo98u&Pn
zlH;3xzx~_y`~P~wH>E0BnHw1sF>w=VF*7p~F%SV&^)DUE>pT2HdHy|P#b0R8owSI)
zFYv2tXae8P!44cDfiaF{jop5E><1bClJuhtnYoG7Y#l5e&5Vtmi0mBn4V}yljfq^%
zfn@2x@;Cu&6R5u*=Kp;x`(ys{4#qD3D*dm*e4{J*W9k2};P|`Jvv3muxz-$PexYEO
zGq5lQ3gcqz_%i{RzVDm<P=fEu`Bj2%>w<rj;P>l!-y8LJ{j+it$-4s^v<(rkS?Uuh
zIXO5RIypNSI}+*J7!d)-RbwJCTVP9f`l(dR-}zX6DAhMr{8mZdp8KOzf0(HJPA_c#
zwNxzM=MF!V>ie?kue$p7+#jX-{oLU9x?=zDrTUvT^j(d=O7)BV_op882b1u3y5jh+
zrDFY?cJ*D2ze@E@`akOG_g2{Nb;bGLOZC0+{ICYUspr>r1>_<8v#!1+{iySE{r6J+
zO>6&Nx!-m5y|4a3SKpF;Bo!0me=pW|jr>Si-}UpGvcBQ;AI18^2Jr71784Mg|4VFO
z`&Ks$KNRbGqx)4`e+6)+p8+@%5W#;Pihl^xY~P2XALjY})~|W~6{neghSN+ypjP}f
zRK_oPe*?y!A|l(*Tkf|~DgIU&f5mC0pW!qU5UBri3D|$$qra8$UlRNklbL>o$xJ{{
z{@EDuQ&oJ65Tf|w2Jm|r2F4lrODFyr3^M_7Sk1xwm!bMwL-_m3;P{)K@q5T+`u5x(
zd&VzGKkTqT%>B<L_(s9@6CL~>UYY(1uiuh>C;<>(McwqR?W~NsiIkkJiEK@XY@DqP
zj2#?_v?(3Uf4T8ZIoeb|vnIZIll?@j?>hV5Pk_eRpR49u(htP~0_^{ZWoYYQOr#7n
zu`G=pek#S^^w!_wDf71${fFxLmh?v{fcCBuzzS#*8v)H@A^<bcAm#@C6$Q8f^a0iY
zJK#NFIuY8hX}^581)9;nn9!!cG)v%>3-C#LfW<e1+vcZI|GbBPSJ$sSocUYn{wVb?
zNq?03yCud9gj-;+AuB6jNHSw0IwBEcYg?jU%rggbYhxl|eM2+jpNjMILFv2ReiP@f
zF#F9`|DiZQnEi`5KnPH=vom%e0#1T#4Q+pEWller>gPT02YO-o1Kzva88gTkSSUGJ
zGsqIL0fQEOpJ%XgvT^}0e|C6?gOUADE;yY!Ytf{G_B)Qg4^S|S!|@0ibu;hUA$t92
zwL*>iQJrKj>^^|mCc6%r*}4<Czir39osXZLpLxFxUu@|SOd~vLpTwf0qoQ*;H?Q-u
zN<PmVFV|`7)Brb^x3eiSp$vtYm3iHCjgn@6jt#fE%{roBx6!PkYof09*|qSNbdK7x
zo9I@fxe#1x8_cVja!ZkNrY?3+#h{{Mk(_L@uS9fT4Z&w~1tHPag`ggCUd%~*1w*Qb
zHSaf}xrNxg5XVXqbC+l&qkv9BhJ}dMYKo;3Q=gGoAeTr&_Y+eWhxEkNcP32?W}K2h
zSRP_f^h}#96~k3uHzK8@r)?dC!Tl`Zknu6r$d>U98I+(!%VY`W$bAyMmvX%V=pE-r
zN=X*DYTUwg&-2`A<UItP7+8ODRmdVYT;mOH)LeX4GUvoW>Zv!BgnKx`qv&6cg!8q8
z;{vQ2kWT|G8m#hP?)gjm%{1l(q5EN~aPb`BRn}s5vo3Xg6*TM|PG~BGi#C<03(*>~
zToOkxSN0tiV=GGh#9#LzG$~_t`bC^c@<l-Gso5c3KKh4lHptJ3m4$FCdAkwabamOZ
z<kii7^y`L#paelBWFfd~2A5_DgPJfiDeHC{c*}}ol9~?TUGeBSm~9f03e>}Bii#=J
z;if`{jbbr}1GxGI4O(%bEoK#wz1D`A1C$;Mv09V@lq0o02`uaagd@O+=wor@E_Ao@
zB(dP`!qX1ip~+J0Q6#>>FWS27B%4`-Y6`&ZAU_v&I7pC5UcFcjdbNe$A*jiXgb=Is
zENObFU4UQmjl<dioK$m?s$AUas~-M>=HyePASz=LDly9wjEbCxJm|t!Grvxi6q-qh
z{-A;tqWjYbn+`R%;G)yBBwMf0X8c0dQ$HVQI*7D_J@_Gh$x<x63^FXJ{j(@52_<c0
zWHVIAObPfbVlK?bTzq)MrWq-y-7|Q}D>8T#G*B)@(DbFI{tFN_WM6C>l>4~4=pGp&
zD1<7|&x$^cu$rx*T%RoViA9xK2BnK1a%u%ClMMW_0*ok_DhE^&{M(-`9usq!N#wSZ
z;Trns&~*e@VG2AC!$(o~f*B%;nd$=Z%>+q`g9LYHCDE%W%02@}xO9s)A+;hwB7zZ}
zeJ+rNRo1INV!95yFN6cbV{R|1N>k7jv6=&qfofl(NyPb?a)iGP)(y$978N!{q&(~z
zKSynY7f>q<aF?)e(1f)UF+q7~aAQy(3TN}bQ1a!xi)95+QtAV21neq8^7;yC02rb*
z^1gUDhv6i2i2{X;xN2?_pl<;Su%T7HR<LI|WMrP_gfOC!VXkyln>xzSzL{~9D4<_J
zmz}{S5-{kfh%wv=s*10bX=zc_N)&L1D&!NSyBuT0b0z`BB?b!q#C|0=&^%b9$X)9C
zQGg>+0+z04&lPNzkQML~BRa6d!vw3Sm7jxIqK{-NOfq0{r$to}1wAV$S6^5s)~f+|
zMwx)8Nt=en)^$S(;Yx+G&n1Bv3I?dP-k_OPpjj_hr!$NV>qpWE8$-r?6w#hmsbDFI
z#Vz;s7pAw<nQLz9_oR%+d|QW&=Uf}J%eLB!@AnBzx70*xMKn^FSUzEia;6|L@)C_H
zaA~844|ef*(}Sp3M;pl~t3FicQv)f6{G~h(MnecXmK~OwpMeH(JC!*xL(bAPHH}d-
zltlMDI#Nk>Egz^ZhQpGfC<gPQWd+yyJf0iE?Muo}@>=$ynAD$Ip?VdFRrz>AGOoG|
zgEFp&*E`jT2%N4cThXIoDKP+J)Jf`}f`!Ou<Rd0annDde*#ZQ%yvwFf3FV2@&(mxS
zyNmYbYg5`&++%jB###G8eFgLGw%&9UX(ib9`PnEy$_KN?G(f2Ct7oFHajR<6ooRQe
zbd-}C_UK47r8Ltlu~uWo>{5!c)ihr=_-pD_T)QECft&;nJCN;ygY@S{dO=pkDAkZu
zTNR&#TPUn|$vP76%Mn_ZGcc288MbL<Uf384-sL~#i_fVJ!&3xN)GnY#3%!6q&D#J4
zTu$nClONPV#zz;0alx_-=o>M^NCkM!F|7}!*{LZVnZLoIwoPa!aIS$h1gq+5mKQDo
zY;cW1K9-YupAzZg)<dWlDBP4v_*rhiK7@Hm%=9=YV+Y|@l7@x0<&aQTB#80m_md#(
z!L)%IhKuwl?sVz)k*y<uz4ZmHQgEj9m8|po1kj<i@CoOVH)6Y~fTWowVqd=wRHbWx
ziUok0F`6>_bp(&R+?0G}goSzM$Ak8w0ENgBw?Hz#$)cuc=s1*r#xb@7yid1ax`Yt7
zaju~T|7ci5rz;ko8W{!v!4$LEEhRyEOsXJ=?^c5hb_e@Gpu#`v3lZJ;2Cu}Kx+5b>
zkEEF|O1A;lR<{~*@iVm?t5CNdF*gK}$vm4w3A;Q<;yRx<ypeBg5k5K3LY@nKqC3Ul
zOmZHAV1$ON!$0hR(26?hB_T(kB#ssDn71Y!BC+EXH<NaSSP&l*W5oYdCg}2F%qZsL
z_#~_l9QBOe$dFCQi1|_r9&t2|QFE`&5K%h};~BmQ+*uVQ#T!=)PL%C>K^M;>Q{PAC
z%>v-ntZTs0m4FQq856N49PpC-7&`2-i`|GLHM~8gH#P`zQ6>m&LLbqND&PpQvX8xc
z^9>K?qT8o<^3Qy+a6_*Rq>UQ)ThJ;?1YMv$r2&5py;%+c;M&G~L}5axd%+pBOSIUl
zHe|DeYJj+cfIbI_k!y`{^;}Q2uV|0UYPH5Oe-bQw+6|EhM!Od<sx^yv1REyTO)_FL
ztz-Z`fcr-8s326M+rh(s0W%V;Nbx{8d8i-MMS{GJt^$-gR^THuBrR;aB3i1-1!P$T
zfM4j@G=^w$*b0oh?|YJ3x-q{r9Q*0XCvXPT6G?3dGbE~K>Fmnv3CWOs+9>OWV8NZG
zp)VL2X^vDPA;5Z7p~h0HkmJ|M0eR%ik}$KymAL9Ss%w7XIO>Rxl=<{}ROktANar2F
z=!|VSHKhR^zMP>I@Ox&PSJ<Xdke6EegL?AU=r>8-KAh*0W5RP8Jbo;ooA#kf(KO+d
zVHxkcE!Vk~Q-<;MAgL{oQ+2yc&@24=VtG!DdnDtqx>h$Klk3v4u^otg>p}h>#@;!+
zmTzenjaO{jw(VpkE4FRhHdk!hwy|Q{$%<_|x%0R8J?HH2d(Juc{!`D>-8E`d*L+9!
z9Q}?_MFFL0Z*q(Of@L@#n2l1k&u1?f9hIB~w8$F2f{1H)eb)a$`Ap}Y1u?^Z%jF&v
zj_ZyqtJWt1+p@cgwUFHJib0DIO?}4_q-g=Jj$a48A-U&u00lEG1rytO%S!Y&#JE6Z
zl_uy_!BrF3gI^zh6m+3g-=yWTWqv0FS`Aw5fCnbUuzsM9nOPvJ6CF05cuO1}a<Y#<
zwq}%vvx%ri;x@<#d_MbbTs%iIxVqmqsg1Y_jD{qusB>ot{vu;=A9`Jh90gjzStCoD
z>!Ov`amk?7FuoUlb4HOJ#VWYA4;wFTPp!A(l^)-|dFq*C#xAE<OJMWkbfI%<>VE(0
z^YYg1IkS~RZxesJ_WHZ&)%{~AN{^kx&wZ{*fSqHz+ZI*)^KHfN+l{5z|74SJjN4+5
z+d_a{PvHA0Hk*=*I<jjs;*G<B2=abJr1yHiUhmoRhMRtzLLu$#@M^!UtA#TsC2zW7
z+xBnu^GIuEm{FtGl6Sk;`_-pIqg~FnEeAqtrifV$cJ4q4R}aq0bZRq9^7`k<z!O8}
zr-9c8*ro3(zO5TV*riBma*ynjSvIOuc9NgowhcmOSP6=0D(A0O9nKR}d@$aXkPxX|
zv`ELM8rJJ~xV7h-w;K=U+22u0T>*!jD=mug4BJ)PM2t{URLD7gtJZo-o9qm3ow?jo
zAH-9eE;Y+ki99UBhgsU)?R+uNr}`velFJ^-Y31OR1g`J7@OJE(M)$V8J$$xy98+PJ
zw=(y2T(}l|UN_hf^gQ`#xGF2*KOaLyth`Ov_g*aYPUUf}rHk!))~cQn4uX$1QoqIS
z5&z(NejyqXs>^X6Sl==XS766tiVM;q@}W~W6c^2Sv0VvE>+au1H$Y8RQEnJpsh#<K
z*S;R>f_KCvr5<IbKJT9~S{Yec9XtiZ9dG3%oZ9+mbJV)Nx1Jl-LL@)FO<i3rw3+72
zNgwU@5)fD=B<g5{R)$3Wq{s|pH~2FaqhUosv(&cH<Jr9SbAC=}$t^d=uB;B9pAUD1
z!0WKNN`G!cmhQPlis%xMvi>8^6<kt@=rS$NwVBALmCO2R<MH#UmxHS8xwExfxI>-Q
zzs#e#d!`J#CdqA+?HVD|^gWJbZ_D@Dv)6ay;}yfpkizfFM7SHov-4EhnV-&{da$RP
zSY6SQo1D$ZMwS;MiqgLW17&V6z3;i1)*g{2IIOcsHD5wm3LkI@$fsEl<oL+<=TJ7`
zyNwg))zkS34s<fY`=x_ZWHN}gfM+8n4S#j5obeRPIWHQG4zBS&`S>LVhhCl$svmYW
zR7B)D>LC5+1t3Yb5rt%)$<B<It%oeA?U&#l{!eg)_OjIw?=OkBUhjqQrnrzudAc=n
zE^tQp_VAd*>^OABqy$>{w<iugKR*%e#`x@}dJoHqk<9(ut=;>~%*Xfr7>UuN7t?#k
z))Dy2m#?KtzxJ)}?)c2i4ckW23mN8G|I?4AZW9=@LfP;RpBIZw1}ZM$^$3X2bLsZ9
z-QoO{IpmnHfwS|a`=!=OftrjZPe2OW!W9P9?P}j%Zq{#!m60X-uXoet{1vzy3D!1w
zHTP}@Q_gHU?e!36Y(z!;FnM(M@%`GC+U;wOef`9FPR2-?>t5;k;i81o37V*FkqWIG
z<rTlE^?5!aaomi@0iAoa<j|u^iMIDlR*N5rCRKRbMY|jcvXQ#cXbb1@RaB5=hs@c<
z-8SnXv`=-Az2h#$cr~<wi&t26wB0&;A=ClQ!r?U4h;&9`Hk;iimvjt+5`V$S^F%*w
z^&bQCP6G%}FD*p`AFP*VX9(ofa!<}imKy(>I@J`UC^WI#Cl;J9eOh*QOjXnjRuq4C
z(1@r}s7x`dr0<|V>JzB=Ncw*@C^fcvXwyD7{%x_T$DHH0@_sk6t7Th|!HW&=HCXE&
zZ`d%lVg6X%sGeFn(R99aWH*zApS)PM7VjUVLSKLbin5pyuTOfMWI{M^%`_v(^*OT}
zq))Q%3KG`%K7&WK>9^&W5#8WNDY>-kGp#7Z{7`A`TuALqoq6kQ87kmEzn(y!$UnGS
zV*!WExRZt+Tr5mH=Ib!rafsg<($GD$o)E1_^2oXvHs*o;st9>}za)D4yzxA-E2lTU
z>k`$OkU}+zt(l5r$o)3sl{vXSqnF+ti|9$oG7rr<(d7LySlFx~*qc*pIh)0GyOl6n
z*k0C|><?--?bBRgPIX6oFj(+j?e6Wh;;$lz;mnV6V1+FcmQ0^d$ft9ujAPbd!O~8&
z-^YnL?N(e*Fc#0{a;PcB;&(JXtecF9ARwls*4={CZfHGIytOWViOJ)=hSZI&UOgYb
zPuY?8FXwy3S<})PHSFxa>q2Oqgr8bfh#JH2s)Ui`MaJ=~MysLioBn{qS78kJsXqah
zR4u@(SJ#?RS!Re@4YwKMRoPy_+;3y$2V-Pt*Q{>q2N091e=Tb==Z6Q#*G)y%Y?kPj
zzy4a5h+k<s%h0_had9y=YBgekqpVr;z+qlgS9Ip@19~H4y(XME(TnPs1T^M`{pwg(
z3Y_R(GE@ix2rd$@%JiIDDnuXd)|&?6o3>HespY2ewUh{DgR&f{q&X&+t`3y3i|T&@
zKBzY##cL*K6B>P8O+R>hFsLUbJN;fQ0-TQ?`@Oy`ptITs>ZlLIHEDkNEcJEVo)RgX
zUWWd;;=6BI<3jZV1chbka@_dv+<Ny{&^+lUw7G!XOTcEU)}>nJ>c{{p1F@55OTw*Q
zJ@jDK7X@JX>cbgT;~BVgj-w5ATR9yyXd>*rXJ&d_cAy0MY>%cjd;!S(eaarne4Tvr
zp|Zl|q%s!*u@iIwa)IoL+R<f2_3`D<3k%bia<l-(H=CJ)df+rv_JoRHb2BVgWgX<J
z@`S$~nrGM`&^&`|(cpwZx)E`$P)nu0lMUszjhzwEuod;7Bd(Fk#Ft|wGOSWfy}&6i
ze{0!Pm>(d;uY<Rm@C`eo)-p8?*uXlqL<)7E@6@crOATk_!m0UG(Vi(Xa_P3sFKZT*
z`bk4a{)4vBp5NPbv)#;GRF*i>Q86cf^cyDkhGS2XI1##b)wLSWdT0fg#jjS8w&c+X
zx{rPO#9XtUe=!`@6a%OJbQY1k5SNhjszwW~FJQld0Gwd5&XtxV&#S=6n20$!qVoKE
z)+O(Jq_KBF(vc28PPJ(cIeP3#$~YeG932{qrzi(tSX;=K+Z9angkg9tkq_*I+m?v0
z6j)gzmrjlaq;F+RVdnbV#pFOd#GWX-5H#3}awrGd9F^av><`UqE*{35m{ttz)YkAJ
zU~v^_QCqr;wkl5p+?Adw5|j>>eB^d2?%OBkaWPn+Hq#<k49WLD6>0dz;<CB;huck*
zBWdg&*@=#UDT}WeOOdkxCvtx*qCF)GGc+qrlNTR<4({;A-x^b}#@0afACLKX3o^~J
zWw`Xy)9RaFbX`Q<l5b3YI!l$};?GSv0}yeFk}}RbCja?57eUfdY#8>_nT1Y9!Y*Ao
z{T^%nl%&JsjVrWO&9Cg?3=j}*7L~pw=7U{;w`iC*)gsrp7=YK6avz|S(~zickhNOB
z>67|hR>rtJyX6s9Gj(3sKEge(h>a`(n6@H`szxn{r|juaUWXsFvKn}JHbocml3XJC
zjr%wjR4gCLa?e+*+8d|0W*G>w-085q#usRO@@P5qD1R|V(8&_rd@<m_Tp-^`f3~ON
zHeH3%|2YX7*L{W1?Cr%JBsNQqi{DB5fNj*3ZX3EidUSGE(8bKDNU{JLjq>I_%>MF=
zh_M~t^8W0h|ISz{p#Dcs1_XKXnYF=kiQ#XT)3#p26Zgk-+ms?*VgAUOu(el2+UxiG
z6wYf37M8KGgniO?PTvUIXU%CBA4}*|I4Sx$!zT#^Os?yN%;ewL8fmn(o9>0;xqdy3
z=ENutZ(TomPyu0`z8C*ZO*zmK`S?n~i?QbL*Q&d&Fr}QA-O^bI*$cO1M&O`*5_(8o
zVM0syAp;u25Y`R^1L2X@M7D64UWqjcEt!Sq*V1q7Rtc3cFgF*Lrp2;bweioYl`(bN
zl9e(f@Y(D;r4fJU3c|N88;^W-8+PMlXmkEz<V1KEtSyz+Bpxo-Mx#bNaGcT}a<SYV
zI}!dE#pcX8p~@1V&C;ujwxDT&Tz94>bhi;rHgK>U#V{d#6)D>pzyV@4da@Q9cywio
z)87gz|JfunMZ%KW_r*v9cs4!L^gY^I#}*T&jrmhAx@JRak4Flge@qk|2>dN)1O2N4
znaAa2$znWPL6yh0UA^$8=~;l~srb266=XUbf{P!=20H3_L^Uo^DULoa+I(WI6EGvE
zk?PpT$Yf-Bn{Bg%I_sNr<58UfQlKW6uEL;y7i=X1z^mI^lR-j$N06pDK;!>?e#vQM
z#QkL~SKLxJ0XQt0Js)dub>C4frO8Hia^TV;jaK#*ZozM_9qOF|yv_X}>k#j2K|-br
zKY@$l0oR}do>|L9NvmIFf&krYlIEEF`NSPq03ByrsnMYrTc}NU2A2Upu!cADhT9lw
zYwBj+Wu+pxPt}e2kbQsHc37hV9CQqoyU|Py^pwP+Xvhsww?*5Bf3Atv=lP2RqUuxW
z;avqdj^g1CmT>0v&!(7|C<dbUFEfb#N&$)t0E$nNpkX1_GjwvL#7KOe*bbFqX8!Hh
zgj>kzyG64Rro*F|;tw5s9YN<Wk@9stucIp~_+-pn)Hbij)>VGrC`YH>jnBoZ>+LJ}
zSDZ5#m(cGoMZ7d_6wC9;C)<1b&A&C*w?ks(UXGoe6O}4utV$V7!0KC9gDavVwT#?Z
zZ=ByrP1K9&RMj<PET`|fiB64F6Gj#C?G*w**snStZ{-`$@9%O`6Q6Gn&;HK&4`3|=
zF}>Yx#j$DYD*K7I<E&fAOE#KG>;Xn^ze*RuCTxnlU$SO4?i7^yN5*&pC!_bb?Jsm$
zR>|8>oy@3C_O=-=bUTlwwdhk!#bH!t@Ts6l{Fc$r?3sH)EIsKK6C$M3(sf~62zM&b
z&*ZV5^5!2j%cL$&n&rb>Y3=gi$?DCLN>+q*j6)2o)K`V^A`Ljs#O-fy?px%|sIkW*
zzb@z&Jt}^Yx8+uabSPit0mP&`j7v#w$GDLq%o4zu$WRJEw_>nJL`U3Bh5k?$e(GY?
z`e*;}*g$$s+OuZa(K`B>AXE>F8Ni+0*;4cTY2`4X9V>tvVsKhzQisva@@Ago;D(m@
z*h7qA8R(Xgja`8E{gCxU5qgD!G?`xl`q``<FU#BtGs@JOlL?FqWlSkWhGY!45~gQE
zTL^d30BD0L&?^<dm>7aq8B4VkmwsBB2cTP(KdH^~sj^(w`O{7|miZZr!fc_Ep{17j
z^k_VQb4{#7-3E$>7JxR7MrrTcH6h$`W)sQ*Lv)Mj)Qme?VSlOU6=B%^6WzH5fd0l>
z<bVGMxcRq)r)WQ`LM+i+<$pBZ)1mCAv3Ub}mj=Mv=igocBE(HXR$>J7eyUl<;$qbI
z2I%zu9~ggM{&T_<(c1wKRRDOGo8(b!O>RbCllECg{&^9s-02tqLNmg+SE*Gd;$aQ5
z^kOx$=`)qDC<f!g_yDjYvg@r4UNX(=0<d5z4a5(KP>JeFLi(bx%=A<VZEU&lVTEn}
zSJSJr`SQDr(`uL2^~%W9)>`h`a>)9?v%HPgw8zFW#Jk?|^YwkMhMp4V*0FdpJ!%eB
zahgP}Ry+KhwU$%eAmP3{T!!sU#^MfJd4Hy7bh}t;ruM5jZ!W}9P=oh)(lbqZ>w*=x
zMpHW~X*)neF;I8Gsl4B6!%?HDlz}qG_GW#JM9je0W|G132A*PKj{WaWb9ayFm?-(?
z#p}uqJh-wS+_id;8zl|Jf&2Occc#<@=Qs7=sP<#O^m2L$!{@xGkLxJ<#y^azlON1V
zN{9o#liSeb_(xANX6)|ARO{y%@MxdyJ(G)cO36@HKY4o^`a1!b1&B%aAU6PJBMla|
zU7EVD&gARUw@s=4=fgd_Lf!JBWOg!U$~9W9&(Gt=La?{rs&b<u1mapAs>Q<C3vX$6
z)~aW^$-htOj1f}%vsCaWb{7D^I9&h$v$_8Zzy%hnER(ya?%Kws!?v1$xq|%8H|UIi
z7t#NI)g_>+*#DwM<rt(boSgq9WdB8K1E_umSvy;k|723x|FvxCe^QtK2gVS<9Wwpj
z7(-ST)_;utuezGm0LE~CIDYva_}LeM%m21}wU2zlw9yZ%9c&tbB*H0z!D^Flby$d{
za4Xx`v<b_iOBW148ou|Kwu%=l4wazds4s<IoK>7v)K+Manz(E<{l0u3c6pio&5WL_
zvp^Ljx8j@=W>YBBS8CyTh-0;0@{H{lHjJ5N#;E%EviRHTwbe4q>4o+8^=r3H;L&!C
z0-YSYPoeS%39u-T)dqXTecHy0xW$K&%}QAhC`TnBT4^(;$>@r(EY8bsn<SQxVb*as
zRHT9K<NR4?n@T}<#2oLu-vyjCHXSuXW3%n&_M6-b&K*JeH9wHt;bpJ#V_jNKVPW<0
zFf}cIL^(US{+P~jz1!KpjeV>*4IC)yv2%vm&`gu8g!j(NRK3MrFvkVm6;k)z$KJA%
zjZA#+lT<0RiIN0`nluvGF#p;3GHYI&=XfF*X8<%XYos{3)p~$}3wZ~X0yDguf7+Q-
z=)GVyWycB$m;ut7#!}%L2M&LfSb0{qr$B=p)zfh<OlxoP>uczoV=qu=6>1{Jt@P)q
z7o!K;Nv{O;85A=8DTfEM-cPcWCP2_|m*q7U>}!JmGNJ`@g7&728b~l|K266wq>>A3
z7nTF*XhvLcm`d8?QinKnhg3b^VXg^k(Y(i1FA7Vuy#bVzoC_<5zceR`T8I=MxoLyF
zK`m_;=0kA6qO4$NB@iu6qQjlC7>Co)R;Iea9f@G#p;&g{gnx`1Qn<oD_wU87BK`j3
z5zRJoZ>|sq<OH9yhZ&dSM>MFNcaz274zKdtjte#50PR?a^9^3=08y2Hdb)2RWm{d8
za0*84DbxXq;EoY7eD<Y`8Fm+M3Z&8lp$5MH1k~(jUPwyTZi$e~$FTp+M~R)V8D)it
zJq`Yy%!z?!1_P!Tf4G;32V!);rDeI`ti1XPV)8(S5FH4F?9&4Qm=UD*FV131ElWr^
zWt?NT;J6s^AOWgiOm%%kO81r^6_pJq69XziI9ib@WvhLUzF2npa0-l(=HPmj^HYWx
z65*e~eF(5bLWIR_FFAt6=48Pr^_9mR{*lOFd+9CO#1eU)cOn;5CZh;%)Fu`Mef3~i
zVWUcs%g*5pj8`u@U?P)8TD}<ihOvmsIuj<=5pj{)b%c3&&9O<L*}Q!q!WKCg65ugI
z*8a3ryxuUVstZOM$|FEGky&H?mB3yes0pq__~2$!h(S^D1$LCeEHA8s1oE@MzCR*;
zcaU14-65cb%31R>&!HJtcw;}LcN8Y`q2lnfl45$+9pFRTt~r1DAJ`i!E+PY009oIt
zRb`){H4nDu)$!|&@EUlaW_ih+A`J<8o}4jpP_||NT&&2ExayCP8oVD(Z#xABswmB6
zj-t#1<9t5A&HH_w9=M*;znIV<Z4Jm4(aJRBkk7<UE^mrD!)wgSChSeQ;G_aK@}#XI
z;!9pK(w79I(;YFE+K`rZ%-g$<8&K(A2X^R=`T;bW_Pcyu+^X+u+_ee&o^sWJ-M-~P
zaz@%RLg>LM<Y3~O@kauEuMx9}E6I947h9|&{IAn=gLs<0SSoZ6Fl7HyVRAxWeRh9t
zaY9`oqEO!bQ6_%gA|TR*Z$b{r8vcC@Ml(pR$*rUzrYM#WmXBl-S5NV-!f(c*fC2)>
zJ-qmSmIOY4*xPOSm~H^u$#_?XogJvVf}Zv-RM+T3|4fR9bu!cyXNDCYj}KhVLAovk
zi#DFYe2$i%;o>7%V*&LL_cphn5qC7lf{A|Vb3TuN4R~E<*#q@qW=segmJW!=O$+BG
z;m2HuRu%3W2*doQW;6sX<dHu|jAb4%B2Hnu5hVwgk0+qPJ&CxMA8Eq-pe6L>!GxrY
zQU^bb*q}7gEXngvBL~!7<#DXfAQ??x6^{KOR&?!LmHmSEii8F9Mp+mh16&CzSWt8W
zBp+}be@1MUqNT~g(^RAnbpVB)k_D%*O!cM*1nnQl0X9@99SXb&Y|n{P0vgf;LWft`
zlCrI#cmw0RJ(LmCa(Y7$^Hg=E-tuQPk9Ci=F7DD(EYirUiuqnEY#e^M&$9qFc<AJq
z7E%bycSIBu_L$I=ur$5^A9KkiU=3+*_0$~hMYS|yrYcsDX#guF5pRU}PH^sNXU#%Y
z1Q-eI)^i$IlI@(R4V-E{=aAZw6NQ|s@dYX+D;<u@tu%s{mV*hj*i5HVBOeUCmrp9G
z@2vHw?H>h^$kP-t`U)Z3Aw3CfZSa&oeB}L*iv9}5Mnl+`f5lKC#0U)0Ha9pKXpB{T
z`V*a!#uHgS+1(vu&<!1|H9g@;K@TN`sDsRb!092rgADWG8Uvh)`UD97)`_aa?8%xH
z9P6V}T1HTc9Ob(~IGW~TfN-%G<pmR>MM2#a>eXfFBW;T}kYLdObE2&Xq~OqAwZB3U
zDGrvT2$`_~cbHTGOKHT;64B{Eksd^&6&uP-N^cAYf)_<upRTi)9Hlr|ksLL{%1Cj5
zLt*Jy?K3ipXpG&3DqMt9Myg=mv5ROW&MSb4GeAp058t@ZatL}RAaM`|?6bp{3e%6=
zp%;;0wKKnHOJmcK%!hE&1+6B+?P<qHKVl55R;rUT@y9oDF@P?j><D5f@aMo_@l6mi
z?ze`r2}$V-u^S2vuRhSz2OrV1q)5?`Y>dE;Kx5PoH{_d$hOuKK<bx$xl$u<Cj_$Q*
z7#{%5hyo9Etudb%nN(mx>0n-n0trfosZ%Dv#*=QhWn0T^4!FdVHs;Tg;)4lf^+iD0
z5mI6KppddV^qDY&BAe4@N1#!T#tdPtpp)K{Dp4>R5!ORlzqirWp}R^+qf{S0&57O<
z1<U)Kst>x77G|V0*7N=tTQhv@YXCbmUtD#JM6A@WN{dld-7Ezz*ux$O&2XWZdE6{)
zK(;`l*E}_M$qN=YK$|%vZy`u?z_HqE$4g&pqrE|}wpFPr_OPXe4WH#UY~B0Pa*O7V
z+lc~0ma_+Rvx$!qBN?c{QH9ewiuY_=Hi;%l{*dBjkcFLot7R*vF&%V34^3eoX#fM%
z<nJ_`4aPBP4>=BFJ*!QZkYXI}-Oi#$4!{4mOX+q~Faej6^%u7$@)IdmrTb(}bADGH
zRO>@k6;cSP59t`k9#A4#U2X`Md4jg^Brr29h5jD@8~1VuX+Yphb$rh#Y+m4c#^11S
ziQ&(1K*()pV1tX8<Kn6~s2z6zOMSTefl!`rH4zlqC9VS7TZyoi4*opV_Z+feZ;d1b
zziY=iFa&X$w(Ql#q=vd<j|wKp2W)|j(w{*{24oFDg&x#d5r^gM2K#_Xpv-{(A$%Tk
zLaHPTbK(k#8n<!`U*c<lAuZ(0Kw&`;-c7-fZ3`BKpbd$6XPPwCzzzh{1Edu(SOZFc
z0^)&+;|o%|)l{R67fJ~FT{67A-qB`z<D;7p(aAH7K9^`!NJoQm^@@GDZtk**c#sEf
z>VyP^Dg^A}fIDpG^)fE!dv`bCo?UG7^>PQO7-_f7%U7f8`?$Mxc3642zwr2^=2rQh
zs^`5W=$;ca6O+5m&H!Ln1kGm!K2LkUCi;G8!h7p>Yw_bcyk2;|H+8*R0tlu3&W))S
zjb7WA_Sd3auyG7`*NEd(ilMXj22P%4&f}%G_XXIdyx8i+V~pCbQV$=m)?XFDAUq_M
zd-N(p&=tYIRKB=RW}CtJbr<`aOpu~0P<OAt&3)_C>95dRqt1saUZ00bqsS$T>5a3S
z&!-n^a18q(`HkK@G<(Ld>EFaU-Qy1yzG07W((Jn3wX4uGS%+3&h9uE-KGf*`>}?Ef
z&nJC`D4EVpd6ck?HL?3Z_v?S)(rEWXsQr*NW-!jo9?dSbz+`O_E?Z5{Z@3mUJr*Ss
zO+IV{>D$os$M~2L{a%>+*8W(z@GyYlrZ7ft@MlYAra*e|7&Qa`=gZ##207U}(M^Mv
zY3`_1+#~gg_W3wR>k1RnJqwwkPM`X@@#jFu8v?T&BP9l92hgc3Z1I+Vs$L%YUmTSv
zPbe5?V7_eh-$%i0&doz3<<9M+j%c&)zvzK|wrC&dNI7--c049&P&RGnLG<OYNWe=l
zfHr18F1nMNw8}u#<wlRd>z*3>I^sl~f#XUKkb%}#K<?Tlix>!Bk|sd{z0|0j(DQ)`
zl!zfQ+d!G2M0I{)(<dv?lOg0LgvpH!lsZnVTyO>J<V&H|qfqb7s;*zP)_&c*ciSlI
z2|5#q;y}0<5JL-RsjU_<EMDca7hg=)SzIlj3vf(yzCW5~S}TsS2t8F29;C}>n%UZ^
zB5Z7&AL=yfaOnB2_UH((uAFCfX@*F%kfrbV=d)vV=>iz(iOYty!2$KODTGAj5MCCt
zrQ#uJ2?tC?+|Y^0%rEDoJvtT_^hgZNjMAx!wU0xK*EY)<{L~dc-NTGpfovaliWq(J
zzw}P==?NbcST}pR^ENKsd=>}n0qW=TW*|JteX_-3@~7@yrx&rW35q@Vi8SxpyTdrm
zp);@<<v@@Yn>)O>=q0<2(VR7g4o)q1jXx{?jILYpQHA@B&3ZJ$WShR)FL=X$Sn%r!
z{AFm2bq*PGjQi@~X&<yCkddN}<VPNdRj&R<$S6rD>63bLDP~v{aS6n4CYw8+S*!0W
zPi?MCwKM>uv%Gyf7Xnw(C$VMqDAZL5tZ7+%c^5#}D{S)?T=OEB_=^z*;pf*|$nXEg
zj?w=_E5t(vsd?TeIs18u2c~VGx<EeezaDWmjiO?I1t<w<gvw@Tt9x*6^CjFPfV~<F
zvsU&bw!dMwK=uZ5BD-cWifO$7pDSCZWy5M5511R1B_P7PAYCTXQ)R-{q{C%Ca`FYB
z@7r+f9AZcudlg!8lpsvJFGXGJc}qZ01GS>_h;}{a(fZL{(O=uvsxc^U^vIXU?4csM
z|H1_haJi(vxAaNg(?Jt#%20`<SLtiB<cDO)rBedRr<x%BxhT>;)R|d|CwFI^ea4zy
zpb9gmsbJH-2;!nSdhnSQ*|i9Qcb`O)_%%OXl=@KqJ5CtJc~X{M?oDbUQI}HgO;ZrR
zRdB@HSnvv5kp1y-%oyfDdwC!Ig!fX>?GIMJ*(5jyeymm=29rQ7xaU<8;EMD@NpPlS
z{xoF2zNLXj0k|jqh69XqNeR^HZ$xTW)3Q;zS&uu7e8<+u<o6J|*>q+YjlSjO(SKSZ
zf&DXXFEGkc*{A{#Y}0)JJk4@to>MiA6x}S79L+g{^0>;|#soB~j=!^-PVsfKV0NWg
zH^4k^r}iV40o+!V?3^;7Gi{K!4viC@C6Mm$*LFZ3!x90fV0}-GKw6do(}`0s`j=(_
zkN;LAeE0j~qwVr9M<B1P-bMfI2&^+(Cx2=}sFX>P6ks$S>?+;elyBa#dBGc~rFDQw
z)&^c$){drX<{A0!bxY7|drobwXe(Ek2gHPit|uujf#9*Eeo{kvkS`vkj{|OP4D1JN
z^H^R1IJZ)TR8;yV84MNtfXR@IAGgzM%hNOt=F!vcREfd!{Zszy#DZrhcB{Zhm)4kQ
z4;pdLuxJlmY0c?Vsnn%h>UwTDN-B;<J6aM0;jxwJtD|BMdSd09_SSIe(GS51|MZto
zR{Cb4ty$6;Rcdv4IeP1HWsxZXt0L;?s_tng+4p<%2Hd>Tja=VeFAZgd2P8eyJWHQ%
z(f9lC)Qj`?t%=45`CqezEx6p4e)tZ^*XK8YbN5Xr;B=PtZ*`v@gW{XUo@B2gHt7zk
z?@lFoI$G#WmAyK5RZqv-3gE|AXSE!Wmots8_$>l6rcMo?Tr097!#Cw{XFN2k)$G{f
zmox3eP`mONb0SYt^@%zxIPB*NvkK9zTmA!2r7O*u^9z?V^@y4m@E+9@cjua$XzRI7
zLr93~D_4xM8@XnU*v$enM@|I*yUb%qN;r#F`HrhxIR|S&xrZv#9a%ayugU`Ce6sha
zRslNZe)zZliEV&s5?4o$c|FaX2Vsx-nafL5M^Oe)M+P9rN0BnX)kclj^<0)_sca}a
zuv{h#ZD(FfKi%OEz`d<0#Q+?U$waob4Duua3rc^qR<8f_VBb)9cdGd}woOgT!Y^mi
z?=A(>x$(KL#};7#ElkiG1Rs?u3jxvjH@XinP9<ki-Ph<E<p4yGCz^AOi%C8ptV-T~
z0j<Kt+Qq%yRf2Qi60J)rZ@TXbotld{%>pBU9qwmNf3Q^rf;AVuvS?EMdz^Bm(Kd2Z
znFJaEp}?eK%m!MuMc0P`IMCn$Ty@Ns%suyyBGBl4j&yh4CzqNjaDQd4CSJ3^aU`LB
zUiI2zF$FV<`+@uT*T2Wv`G=0d88T@%bW3G7vEDzSL%9~Y`<l19>NzTycYb%`WnC;u
z%6K|Pa$2hmj5Djqm9Dn(n@*Ot?>jS70szXXxT7geQm4Uqvuga6--X-hwzwwQ>bXv*
zTZ4~0wxjctr893pElg&XL?j|sD@--~9b1G9PL?^%Ht>x-y;X*B<!GWEDn&VvD>=pu
z3gX?lOK#-dd9y@ngIy=25sMvVJ8rnxv<%_2OMW<Oc6k_M-&Z|4tG5HG)OvPdYk2l*
zWZvCctr4@kFAsf4&n6XtBQumKojy!w^rm&<I;FOTz;4?nQ$YI@s%G}Xw_C^7&Pl3~
z<_2Ry6jQVD_V=(@b|p_@nKD23MQse%Ve$Lc(w3w{Qk`oB`j2N?mrje6sja)+sfD{K
zYWm^#B^9T}H(QrhUpE9o0qY|4q0iU1qXCP6Y(jhSmF>@?hgJTyztFs<%8LYeEy^QV
zAHkPA{ooZ|$xK$gdbSO})i|aMz8|!QX95oB(QeoH{_@pq^U_~)NFQciVr!V)r?d{^
zveV6Ehqu4f*=cAe6!;bYKoU6{3|aJn%|@kE@=Z1L{a)K7Av4?bf1fMM<u)}b#hrn1
zob0fOv+!X#c<dgpYS+|ZcwG+@(O=#CyZx7rp#7=v>b#x#V%wkq+Wo`&_g+RRzS8WU
zH|grzI$w>ah{c=E)ZAMN@jX2XJaR5Q&tL4$Ao?mCuHWZRz(n1xq}w*WS!$O@PmkwI
z`)9kJ&9BajFWISo;jw$omOvyAodq;j{Vr}L9=mwH&Q@5>JuM&7&QIr-bOt~H^Gy17
z9ZXM27(Ig&UHhqeEaACYPojP0Ue~8~UFDETie5+d2Vv-ItH@_v=r9qZBGofVdXR$a
zD}|S{ht>Sb>=pVbpA0n@iu2?1$1Tg(IGlwLFxx>oW5z&IpP}L`eK55xzDaIO4xK;z
zV`4WeXQ3-<v2v9dQ^ymXGFSE(zmQ0HvXF46l{cAjqIc|P*k2D%>jN`Y1Z>-Wr?_{U
zMF>|LANVvTrxZhkRRt3&r64NqEB6&&DQniyTK88pe?7jt+;81oS$Mw>re$AftJ>3R
z1(~Ya*K9fEiuA29XK3_K9sIn7hrO%A-U?$vmv~~JcuB3k1;~{~CfWB?w2#V;%EudL
zH;#@|qsd=g+2ouSM3&Tq6xwj<%mFB~e$<2WG`<VmCI)i%6}}f&z0dgWt6QJUEs+;W
zx;N!pMo|eu-8)L1!`q1Zr!sXEGBoZh(G=(CwSd3kVMCciTZYZ%=-b|#9~*m_a)R}1
zi?p^kuT5>9{BNMRcw1R4IoeM@8D0u&Zvk?@@m2P{5aXl1Ljbh!6PUbH%R7xxKA$}m
zhofH##>xto^q>In8FtNxT3;!Mv)T~-iM963c7kE~`FR4jF62$uH`W9)aO4u3FhMA2
z$D#AN10EP>JoAL`MfXvP-w!bLa9E?gzFNLk<H%*#tHjufvite$^xI?N3LVT1hV38e
z)iQ1224mtDC4j7|!%=OX+K<16TWWRx5@Zy}w>Ogn#oWArK9-Pcl0dudL6nBgY_aQl
zmy%Te*ukJm;0T#hbH9(!Fs4e^sqq2Tid~t4NB1SVp^IDLY94}yDXFXW$u3hAFcSxn
z2G;WOjE5}P6>pON8o^tq)AgIf`o=Zk*2m{(qbz4}LYATmS1~ouVb3eHZuz(_mY<-V
zcz6Bp<RR|jS#uV3DTLPMtd>lEov)GY^TbPXdY2(x9vZint?Ay1#C^loKRofJHD>g+
zSF%qt3rl5PY}1ck^f1hvmk-oy)lZ%;`)9r`e$AfNEp}>|O9($XRPpQ4a*tyL+SKzq
z+mb*aWn9;kwz>2irzcuby7H1g5|m;v$-fFLo_|htLGf%f5zO!-5&S@K#e=J<4VT;W
zEPuM%7f|aUl%VK!Rq9xgr|a1A@iF`5I-9|jP{ki2*l^wk+!-O42|u4cQ1W2C)<n87
z*{YxJ6vCKbq#|aO8kN?M;3n16cq5xV&&pK}EjQCzUZ256onGC7*U@QJy++%swZ)qG
z_<8oZ0T|?UFusF&U6uS_##SLY1zgRjXFfKJ#SmMmBKse8M1Dm{?nGo?lNZIm@SNkO
z)&2awX6++Zl2Z)Ci5^!-Ch@LbZQ*Ba5zdvVBq!4zA#2@7Znwqpu1UU7)Z_7A!v)a1
z>qS;4aD|hZ13xV1K6z{2J`I}PJp7*Oy58&Bw^(~ux1=h5?Q~l0qQP2{DzmC|f|HQN
zQ)9?6NKVbC6s6yXPnV&13|jq}iB`W*ZcmNhv>M*G49_KF=bm_J3H}U!b6wQn%`hsE
zXi@Q}Jf~FAVUyAWSvvbUn}pTe7sDw7=3h+>BTA!A1yrHs>8DL+XG`#xwVrk-N{hYF
zcNyvUVxZK{_IEG8Z@py#%0zEQTdY&|Iu7~wpB-P|dhg9y;u*%3<hxK5JHrTp8r}Rb
zb7(b{KncdwtKZY}Daz$^o!`%wjvJd*YB(3^cF$Kz-)m*3j;sOhaJ*k_AH}x&6@eAj
zl{Izw>6;$Ma04~6f0t6EUtZ;NVP5&KC*HkZi)JV?y8;+r<Ho#TG8dAkU~TwEj-0e}
z{zxK`etVOM7mb7=xP2_yo$_wpB6K~yN^47Q+6CYt^qd$>?BjiVpGK2zwIg&f#JGLj
zlQ|_AH`XLcU%nhqpo6Vd0O&aT5dp36&s<zy?2C%o)#KTFu3(=Sw_GFp@8+D5g#(+8
z;8ps<fK<|)?+jUo5x+^lg5Whf?vzK=DXb#-THgxk)ms9V?6STfRMF&LYZJ@cxdN=(
zdoHCT6=&qfWISI|rqye=1ox@+!o^ajg!E62&D+*|Ru<4$Ld}N37st1sc)b;0yFvyd
zezZ|tmrB0`hs?x`d45S24aZQki8nNXTU6jwjqrRK>7w|Skb+e?F_5*TR(y^9dBgj@
z#r+J9`Cq>(kc!F{74G#*ESC(JpqdK$sA?M{PzUm`T5nE+dvjj!ey8}aT}z>LEgj<&
z*>Iwz2;jQdc%4>(s<+F*5jB`!_FH3ad1bQdf6e%el_1+xf5f+!7IWt#D|V)m>UuWk
z)#b};_B0eYtH`3+G;b5}(PaE8uX{U&w!7Z0CTN|?W$&aYlClt$6RbifR8?t(uv4wQ
zuUz@1t~Yg#BysEKm5~h8ma)r0(5q#;?R!5~8pc6A#i6oZTJ9Yn{-|i7_&K}rzHzx>
z`f2;f2>Di^!KYmdmGb>MxA641t0R0ob5}T^r95qRAn<mSXxeU}OW}2<Sj=lO<Lx1J
zIH6U6L8znht+=~y`Tp<{_o0x=*qni<b35X8emJ%3)i-VSGBr|b&_B@XmOXPRz+8$9
zqU_{J|I39cywamPoWa*8-h^hzo~?K3>Fvfw<-VJ)v~)8;#V6+28&2iWs*IZBCFzyI
z7$(uch{NINFU(Lmb2A3*Hj5H{?Xuj)(dYhU3fs`Y+2@UKelA`Q!?`>1>v{(>1=)um
zuvPj0zH%HF(|_(>{r^SNa{Vh4$N!*d<rtI=46RKVl#J{EJ3NK$oX!7}(&b|L&vX+1
zRaeB$+Qr89zi6}m=XU-7Pwju@BKY6?p=js!UktPVpAG+a)qia-|Nm!|>%YeCKLhdK
ztO9Zn{pT+H|9WfxT^CS@{y(Vme`n|UA3JAR+5g!t>j+57!wOh_`hVfUxi~rg8xKC^
zqmyXV>TtqeN-g)yRxW%gGvwN^jPDJq)uM!>(W6>5N?naCAW?(r=I$DX6qXg2r8DF5
zTDx(2wcv9UhwG22s4^DRgqdK@`qmi$k=NW>p``g<BpmD)q`Ho2-B-%B%b|hwf`F}{
zfpSArsa;x+lyv_Pq4syjE>MY|q)T7<28^-N97<oY{C+i@8vFw7_xQ3QsK3ji0Jk}k
zzl0tk2+|iTde0>>P}BN72EPIfKMYiT1P}}NMW`S7Z+YZCDSy<aov4e`#ysiL`X4}y
z8Kw!aO&|s7+$PaO4oZr{mcglPP2s%$84j%CErKcVL}o!?1r7nq{R`#_>E;ei7fD!0
z*#=F(7<rXrp?N?uJbws(m=i(xXEtD$8+5=^)|CGYReg9#S6b$N%T`%#52h=ux-R?C
zcP|0C0NiCBm&w@n8_Ekv(%SKX$3GRXU#f2s-pkyWCSl9GFpJ1tklc*;c7VprW^l&;
z9NxoN`p1VGyuidb_-}bZcWuEEOw7%p@O|u3ZDCnZ6Ex=`2e#-;(BCkB7CaI<%evUX
z$ovJd&Y}uJCRqe!?f8CYCcB~Mr-4;R^Hr(-{qdHqz%Q?dIiF|^^qdqM0|vE2mPBqO
zsd~zS$wA_$Fez+S2Tlr)r!ZxKCNGe;RPL{|L`evo7Ln_LMr#3wNX%J)2q|Ho?%8+k
zEhw#{OoaGD2S}xH6@wg4F^qGd>5o559ffh=@$blNAxc8Uda1=oYRjK|fsvu+XM9b}
zj=;`b@NNE2fz-2@d44(O&`RMsdHxbZJ4hIW>e7QkX};3IER1BPirlk0g0VXRcko%j
zIx>`hv4@D`O@PwX#<0%}lpP24W)BXKeIbaGA=1GNBmyYGKoW>8V*?nFVWa8%6T*A*
zwy3P$@bu%#8T`lbZgGQ&+*tMW<;2B;Q&h3W!03L6haBLqCek?&^c@FaGk(GnhgL(<
zCAijsaK%~slOKma4fzirr`0n+ddlK^`F|ZrZ;tfyFsnoSydE{gLLGpwCS{$|#L56p
zKs6693uq8QG3g_&<O#F17V>a8=CSm&CI*XYIt?r&hX?)`DIuqkKt!aEpKyib;IS;w
zxrD^jXoFXWlu_2dJXLDqE<4Mx$Bx6cuK4{xC2XIQVUED}D{m>nTcnSC?KQd&77L<j
z4gDB8MP<J<bP~THh#j659o}G68uKm5IXezFiBExJzE?0eA;Uexlw78de2xc^`$S%l
z97z&+Cfv|`?r)&<EMi33Z%{2_zW!!WS(#i2keFVvd=O|t_%b<knZy>*uk=vD9rMbn
z;#x$NC{1&`NRV_RDc_j_ndSihd`)1P`o@7?lv9p)%6ti}ra@T}J~~(X4EF$QZ0j1a
zeR%W`|9-V;B<&)YCPb7ZcMM3BB<!EmCUdIo;T>jkJUqyHQ7v;OA~Lwd3+CpT-eJ=@
z<R@%QFgE!=jo@U$WReUUXmeP{iMzXTb_^GAGHCs812A!Bg%Z0-0)FgE$$+KAeWUAu
zsgs<Af|?D+iZaH{6<UPBvyBC!0qsVCBIR31Tp+~@5}PvN0-=#}6M}_>ZWMTf$>9ns
z;ejA;8ZIId!vz%nVCF~X2@XDJcySx0R72Om<{_rWmX#Nl+YBlpzjelRiYsj3lqJos
zH-{p2X`vLHL+Vs8DWG`Ut1=V>Z<1J(Fn}3S?qffonr9@>suC%WNG}3G<8ukk0L~m0
z4x>(>)O9L5iRcOxd6Y9I!`(|V{|k>Mz-3%CP@CWeHmQ^(%DIC;Y<M(F>2DzpB|IdD
z+R6DrZL&xj<_%UVCKHX$L)s=1YWzFcA>4vJC~e@o0dGg#8kxIn1u+yc*#9=Y*!CsJ
zf5CB-oN+9ip~5dFLOIY-DZ$WKX}SncAC=Hhc+OuCT!dF7SNLPeK)RU8(4Smp)DYJE
zhdyG33;k^0i<X>X!tH{@uh2OHX}Dc(Yg1!*h=5s9Ea$uvM9ugLu4qa&g&(kxt2{EC
zg4&#`rqL^tghz-XLJLSe_<rY?d8?Qa$O;Ck5M)T1{tS>{F%Tf|=#kPvBXU2SdEv7Z
zdU4AH)K`Ep1%bTncl;gb#3tZLJdH+w0l^7P#dA@jB9<ZL`_Ijiz6GlOkyG%97e!2+
zqwTX4WKrb6{Vhy`fk<z`fk|u*p9Ve{;N1rLji7+L#*haTEk*o8LS!-&Vlbc_=u`|`
zG&w*WE`%UZ!g~IIWcVOn6jVHnJOX$4f>53_KRDl0{M(<s4>q3;EO(W(E$<$2BR{|i
z^NUAODvT>&U^gGCu-zad4VV*p78jEM(Rdzx5*UK#RGyVLwBKAKUvhfW0DEWbSDqKp
zS-ic%pPh&;eF8#Xl5%mb`vVy!{ooh)sqz8keu^S^MW8@h7IkY026JIddP17nP>_+n
za(Bx=fRfj#KZ=Oj79K46$W5dPRmtNpZu7p<D&<kcVSpc(gMfk8cW4=N{mHTHeixES
zeF6WR7zH8(W*<8W(g2PPVIL2w6N)Z_N*f_R#o?q5{|Yy~p<z)MMR5F4lQ|2FEle4X
z9hC#OC&C(}YlJNZ9NPF|LF}y{LxN=vYfZ!~3VNK+z>3mNBS@h@4>cJ;E*9E{Yp!^+
zo6i6iNg1BjA`BM3emQ4ZG^>Ep*di!VpdpF$I8}&WD*7PitSG!CiY*)*adxe6O!Q0a
zEKg%B!!*E^!m5B&^S88fUl-IL7*sFTKeLk$RIu@QOz1LVPo!YxsLW%e(1_-V<lj*u
zq8Uu<c#ujK!mD&BWCk^e7W11sG~wRi^=Tt+NeEu@Scn>D5Tt<;iRzH(5PNcqM2L#k
z1)U(hvQX5oE+0Y?4^*yEsAB%zKz>0j2w<89_F{miMxoau63WK30w++Ppad;A)T$^4
zq!5T{530PsPn`&4NO=&RckT~tO=LxLY-?l%P+#oXefKy=M9&P~)gO>rJlJqy5(62)
z@bM9ug23VW5x|6nv(gUg%6*V=8H~Y9q6xvT97EV?LP9|jAZK<zcp~}<f~#|O=DEji
zv_4q%jd%D=Zh{#;;DD*~6CIkQ$D?3?T=mgwpn-}{7J_A(eDGI*XqjM4Pz_ZM<olLD
zq?mvpbZ3j?f2=^z77qlV!&06@w;}6~wHML~u_&SZl#0*b#P(3qo&~BaqSMbN92{~7
zwm}c=4F{zs=ZyRcEJ=nG<um`Fv&0*=UBx|s6@W{k0b$p_rK%VagBf1{#*q6O-MIt*
z`MxUL8t5YgA5pw2%r+e1&N>;|BX%7)1_{<er~_|?8&{g68P`OWVK-<;+}vk6Yl#XL
zFSr|>OJ*D@?&04CL{bFb{-Y#jImNy^Sdr-A1aSv^JZZNz&jr=hm9Zv&kPrp>079sq
zNRdQ#pa{1*6qpT!m1*c>ZARCZjn>NL>^#*@*LUID;Mw&vEOmQx`-x%ug56E6b0+0;
zYGT_vDk5z_?^Cz?<E$IxA@4Iv@8eMqjxdfDG@PTgaY^C3eq>_1Z#2<1Zz0*Xw$|0H
zk&O6pU#|D{Eh?8%bTAzmI^DqMk@HI=OzA~Uk}>a{GyDhjm*wr3?E*%4+Raar7I169
zLalO((k*Wqw)CVL)*c?A@!3G{?4&P6MTm(aShjxH@_6#^QPx{B!CNpHYFL}aI^dN*
zFA5y8#yz^9=B27W0&1Pj9a>ZGQ?49ZQy#wgV7-+y3>nytElBNKkA{^kl|z>{y-LrY
zG4YYd#3}|pBy&GHVw~J@Q;<U37xXUiLl(rAFX(YB+%2N@Oz<nui--!{bg=_)G<)V{
zu@$fl#iBokF)bi*X++fLP-yJCy!XKM<F17GBhZvejh5EsRzD}!Y)e9G1!G&G2jxF4
z>n{N1;5&i8`i7`J`fmJeprtd-#~tjLf?Rq=pu?3PrHl|5`;_cbG@Ez)X+fE!p)l%8
z!SN(&*yB}GZ!R6{w`}yvUiYBCPu<jd31%CP3(z!Av`iF`xnz1mw%E+#MHLdt^IfPT
zvDU80yB)0%S>nC*{_Kb%Cc1!sYQy1_OnyB~^@1jTA5PizZtlBqV$f^|FH+Ywrd4Vi
z$>Y=xahG^wmAU(_C>ttN9(HBhv_vhv2QajQ(PiyS9GWt#O%|PMlKE}ep*J4xeb2Z?
zJzAzE(qnyVW3VqQDd$-zM!Q)kR;zyOKXz+YyPXMKxA3^|z0X#1tv_CxuY5<CRY;L6
z$xzxh>+vo`nr6_mPCwZAv2|`dS^BhM9fi*wq7O_Qf|LL<_dF2PzRT3^eAB!wU7CLS
zvUCE+_MS4~Zf#bp7IK~kR<dLZ2*qX0*pf;N(HV^Ow^#Xvwdi2#-lVq$D`e-^jGCN(
zP_rYPQ)556w12$>7BtshxviWhXVkva-Q5ypyT>`b*te=z49N;v$GTP?Ym0Ou<G+F7
zS$-A$hVR%Dm;HH<8xRveeli>yh;1uTmVG#ayxnLTi_F*Ho8=Y3xMUCKMG7z2VNt7E
z|4DKm@>4FXFc(pd1#M<vx`a*O^ImUpo43=m#l6Lo-Osi5>uIgh>@3~)=(%u*V&BxV
ztvTaC;Bur(PW+Eb+^mfw4KZms9*G_Zb%8cic%6Qv3BywO;u##HHK|u=i~j2o!clJG
zEAj`*@YZ08hiZhGu#IoE<{$Fw%Knhck@KH|auUJS<<k2_cP1YQ$8Num-DE;)TG)sH
zZsdI4I*8m}$h|Av&LKW7NmUJXCQ&Tw4JR_a@crrT(B^Uh(v-u~ti1hn=DS7+tP?@i
z_L+i%L78wOxUEf?IfWSub4du2bYcT{s)?s<J99wn#OrUM7@a3Yc4=7L46~ZT6>>P5
zF`aR}*>3#-{oo~^mn+v@O^;=zHbYxq^RTzJe9>(;MeFCrx1r!%VQ%5kuIq;&IriKg
zyhk>0DQleGBPm*m@*vaFOMFN+aap-LnG+wrU|S9UHN~o>hLWhjeD)P=^{k@0L2k&7
zb(t}CgWJl|LT0U57`$zR&NFImfn?KBQY~dW7G*(8Ynf^9QMF@L|7WZ!Ok|Ns6=xqu
z?C^3kZc+RRE&75+AB%^hC^d1L6G|u>)0V;Bm?IEMS@7#1g_42l+DtrO<=~m65O^7N
z8VVQz1z6x}vjcoB35yS}RlA?AWqs{)@?=axREI=<B8KVSvFJG58>%c=lr59cYt*y@
z&qumw`JtYUg*(*G5YN72LL<j4*?nPZYX4TNxhMe(50sA#NhR4LQ@Jhrd-tQ}_M@hJ
zmaUn7n$1jnL?lbyO^S`mVt>rp?~*qA;#XU)CN>UUpRQ?==I?6<Q|D;mZm_|kjA9v?
z2>~h{3I4=E>5`1V!z0Ut!pRfN<%nP=jtJ3Y+V&%UN2?S!SyN};^$1?TDp|>W>&y!u
zG00!+T&>gt<y95NT=!6LV{C91q|?RNii}$=l@)_I0g`}-&#O&VKrgSmx=1$ah|S}h
zDv^|2(kHXh@ZhynzQAuZ)9WTRP%GKPwD2fU8+Vd>lq;1RN><zc&connJ)e^OJXUq>
zlOfuu)A6zSa~8?gH09;}?Y24&{+L50UbgeHZouyjqjZCQS*J@$E9ptphIZk=)8*?n
zlm~ru%euv-Ri_wlMrP2`fgGv1Mg4jIl`Y+>Z?IwD1159!ZA5HC*0}<E+exrJ?YhDs
zVcqjSMgyS*X(orl0(I&x)+gJF5!=UR$Kb1dQM2^cq6gI>@b*%OQK6?(eXOtU`}JY_
z9K*!0wsn;6JI>`W#?A)%Yo_--BEx2hhrEJsg;@ftjE%UW#BjITVk=sR>CM>J&1vE#
z8CHy?@7gz7@j<xTD<8emqj&vt)B70(Lbm~zf`Y(!8lyDDdg<pqbH&)`l0yU8udMY^
ztU@TBa<Zlt4-zw8L<6a#$>n`VD;kGa&@UC{wX+6UsSkb8cN>}a%W|~qAC{pOt;->B
z`~XGv`DF~2s%kOF7L$ODbr=kmlLBCJ6B)+;hqHGM@+Anj1pBu8wr$(CZQHhP+qP}p
zwtd^S&0pKL-P><=c4ywiOvKy$C#&-0_f<t!MnzRbp6?vnb6|G-@H$cue!E9hi@pE&
z$_Z&pqE}hNNmW1)*^I%qz8OWhH2Jr99M}ILC^%4(BXV(g8gs@yR`7T6WEPx8xw$)P
zB`G`cMYS8X^H0{qq+Dc^bVW^kNJKJ}>qFgi?}ufa&RMnP)G$2c0qcmH`xg_*8F?qM
zg><Rics%pP(9x#*<YkU?2bk3>@9K)U|JBvjp?L0Q<>Gda#v<VJynhKiSEM7IT}uf|
zBxpoAmFR<e9&+Qmrx&{$VOkSqRN;S9P4)D>+;~Xs($uYexp>u%4^^ijcof75Ub{TQ
zfQ*%P^Zdje3&Ed|CI5^O$KBFiJfq&?*3s1!bZ^+Trd{Lr7A!L09Yg-8+x}TybL?df
z7b_T1|F(B|=a3v&Z8%Sbt6x<cii)WKoBYEQcBj-xEc~U`j<OuYag;RpcKrC!EkHM>
zYDzpM=SCX`CbSn!&qv>j%+JW{r<qzwuh%`i4d<}759AV)SFLvSb7MtI=dl+yVXr3r
z{%?~eC?m8|uM}|wqxav<WifP`XAX@GW$g84S((qkJ->7TTbmcxuqt(w&}LN;yY3fF
zB%z80Tc>tAl#B<sD<i*_C#86(!DmU&H(}%s>P)(`epO5Is;ugd`ZefC@0gMPX)G`4
zvc1xya$YTu5wlQPRm2;{L?5oaE{^4eqbjm_x0L+s@2u<DrjOzpF3=0NQkFGRmR1aw
zW!1$i*PFmPj4zgDW!~zHd9(9V-uD*Rx!3b!((I<mxI@lrV2gk}%mlMTo>fU`Tfjtw
zm@9ORk-;-p6rgKa&g02+Pj|}iQnIgE&eHQ~%+U4Owts4jCoUtZDFzjcom%Bdc_U_!
zr96A+JY@`5gTlTGl!Z^quB4SqNhIQ#V(nO~YSHFtY92}fEa`08p~ds{x@7_0efib7
zgm!{O<k$t_x%X|o<fmaTitF?)k1^!4<CApOT}s#*mq+&qM{h|Lj7p^$W3%i4xNi0-
z@hevR;+)vCR;~-z<Y?wWLWbG6CTQj$#O2%aw9}zY+KqI$gIlIYsKP?z)~s^NyEz-7
zyC#BLr;&(%_P0C;ZJZlu4ocn!Ovg&==5F=A_kn!Ca5u4bu1)E|wAbM-mjr8WREAP7
zWlO2q)-%+8Dsc6r$gFwBH5P3Ot;_z^@O$%Si=zeAY*n+zf6lm`HE%~VhS6aRLZzA_
zva#OcJnKmBS&CfA4i(`=lH<#JXQ!~18f$@B@mEr29Gm^Ag=>g!{Kfli({#>$=E~U-
z<~O^RxIlLQq$5U|v2~<qHZio+rx<=8aC-Hl?~FZfEh63Zb@P>i^tZ&s+m9epDn)2a
zC`VXHxlZY_H+r($M0c8~Jb61Ux(}YJ=*TF?v%?oU)vzb>z}w;*W)_?Yax@Sv=YiC*
zXmE_Ji&+s%5^L}2@Q#XnL@pbL+o8d7-=t$fGr$I{p<2YRnlf}}5sE4YhGvOhE)Mz6
z;VsskP#fdqk=Ejw)+P<MWm6t_yHj7l$`}88+cw}Y-}}I&W0zo0N1k8~?9Ka77{DZ<
z7i}lTYb)enkrR=bv+f|9!K1y<6Q;FTs$bTvKkj%<%a^sN@;ze>(CfJeia`(#FrWCe
zIk)-Czd4gS9eVH3r8y1nwr2!o^;uNmR502geA;R8@DP36RuzMa@O3~{q(h!s(xrt?
z_}!Y<iW{S+@8i6HoHCN5?eU0n-bz65vM;#&Y+|DXo3)&oay;S7nrEQgpix=}#To-!
z&8jt%b`G%O7A!TnmMbu}I{8;~%=^utz4aJA(*mKnnsn>H>YYo`({3^;XQYU{GfUHp
z5&lay7oUXH9OT2QOUJwCQavi@;K&<BABTiNo-8?C01)F`Pqsb9KE;>!yk0rAht@Jf
zjv|xR&s$_L*3Sx}V}m;R(w%49Yz12bHgJ^%Fl#(H&MRYI5ytU_6?}c%e4?eT3$XU?
z*wPJh+n{CpoHcgaq-UG8uUCp%TEgmow!HKnyJ02fgmGD@{ex)KbeI_2GXQO9erDDM
zZ1X2&kKq0-Kio#Dxg3)q(V}~GdW$YKYO^aIQZZKvtuz?o&|NC8ED!g<#ysxZ)hWI#
z2ln)k-q$rgMmJVv>^IM^@*vO)$LVhgxD}nM`pHf7itpK40mWsv>skmyji(z*Q0Hx@
zuB9+vr`l%r#zQ6B+LadJxup@n)!Ccb6YnUL1h02DfYQGn(2ZgDqcd_V)CV8cM#6ez
zl*EuVgKp7cHo+?i7URp_p-FQM5u;z}=F_9%w*Ixbd57GjfBg;O*sE7HU7$ZO6|H`b
zn%a7`D9f*}(}&}RaCAM|JbCSzjXwQ=CFEB}_0IZvTnI!1?7D3Ok<@<r4ILPR3y`ZT
z>eY%46+o*&S6}Jf*YnY#iTD=|N6@KV1=O?-;5`Z(@U)5hwl!;c_96=|d5L(##d}EK
z4GH4@xu7}3bRH-i7eOQiaKctCB7Sl&fHxnM%`?;-jZKNswd0hZX4y^q>^Z{S+RILZ
z_^^RaijInuPVTowj*k3E0ga%9WOdRw40#HsoRn401sgZu-c8Bmyl8ZJ?ADO{8Mj>}
zYEs$Bq}xwp*IPj1V1->{atuK_wF#FMQul^sgj|=M>3Ty!+A3KWt>9SeVyhGV`@^TF
zTWjV$%%ndx`biSSy3flFb}LUmAjuE%&1Q^%9pq!mlbE`%#>8N~-k7i530a_=#!X4{
z%25{9v9U@K^X}*?Ant0i2m$|yis;}xECXNKPmjK@mClU#aC#EfM?Jx9+q>oNUiLe;
zF>=OiN0g2F5wL0IvmW=7W2xt(j_9||3XNf`$Y6fyzqMI?v`*j4=-2(`i~t*|!(c5h
zaGNroGh#i8v6sO%HKEpaUBE)szLQ0-cr+okkr6t1o(X)S28KX0ts{2dPIld{y7m2$
zX71<tw3ngeH)CCIUQ_6yi+ug|*gqn2Yn~}zTWK9dn-bFr!$l_=Tj{?KywUo=TEiI=
zMP=N}9{Q`W7Po8EqDkDEbFEZyLd+5m%<AA&VoG^pBxOyS+{J%dy=_@5AgF_IvNcfI
zGK>|VdJCq$<Ki<hGcjgoZ#5w+3w^1lE;D^f%SQej!qpZ&J@)Cu6V;EBWgq+XfTgtN
z`}p-|oi-c#ru5y*&V1n2)UQ$PD&@_p(Vygb0kHHa__~L9fSi)O#bH><5qcVMZtPC`
zUhP|}a|9_;DUJCwx<$(%U8Jm+Ubwk8NyvTP;+`{QQ{3&HUlR`ppRr!Dy(t)8-xKA|
zhK6r8arwo!iCFdq(4>Fg_Vw(2gN(GTcFkOje3Sn9d)Yqlx|<yI)Kbp^AlJxvclYqS
zgIZN3P^l!po>J}?UQKDw)jFuUuk=7<ygT-AHAXAedro#xZIApOAE_Ma%r<}Y;+_#z
zQ+!N69=MAGsiJhh7rd}^Fz!Z4S8+jwy@V1>&hfpr3S9MWbyZr|U;<nfk+f%$u<1v9
zoIi@YFl%o{?f$%j5c}e)u|W<zt0^@5+NsL=Ny=_ga;ElM@8qN9m80eFzi<*jX_Xuf
zin~WA#@u_<ksTQ(PYnhqXlZ#Gk$SYP|4HSGbD{4Do;a}K{O0|jezb3CF+kPdzFbzf
zu98{96(JA@k+4yY6d+;0NyL8Xx(gt7r-cgJj_QLKWZ_rwI?YGY&J_N<!|ri&e}a5x
z2L4gbtO^1-md}k}JytlJSh#ee2;j2JEoG;~cd_r5d~HIaRcKks0zCcgE{|3N{2rmY
zm)A6;gun4p{Uv^Htv`++Rf<I66ggi%e81Wrd7H@=hSo@mto2CU2_oZz;~M*A$d5#6
ztV!tI8hq2xxBo0>f{tqX$1i{H%j9uD9{-#-SHpUDtWf-PCe+nE`Kuh9FxE&*dEkg$
z1D{jM5A?h!yCgH4Est!t@WJhXxK=@`4_D%GWN+tc^LL~vp)4yQuD%g1RQUz!n+o#$
zk#QGtLmH0^mu0xJEO2I?@h2@R-5hghqofVd%4IT+x)sA{n_0Ykk`4*)3d~)A?oLM+
zJ_N<D<1NPh`~D&VX=KOmu(Tm{`m8yg0VKa^uBj?%yN*wedqLDqfWKYy^$2%{6kQGG
z>Z4)8Iw0Qn^Hq>^4W3a@xncPd`66xNQ7{JZ>hy6DMepmS!0;3#(`XX4R{9DLL27I+
zJYSm(8PcY40t=MIuww++ev+237H`m{`Fi`Cdv0{vB6?cO->`e=3rxQ*tY-z(xd`;a
zgJq^i0;x+5OAAX3OASj7OCLiJLlHA^ztSa*2qzGHq+RjMvkQy1ZFsvSn6gIrfXv<q
zuImt%{|anAoo9cQ+5whp-!Jm^*Y$ENT-9P(?1_MUF{oy612#&i0sX`@YvEWiQEGP@
zbe27<``fc?tLwwF>*CwRHR_sjE?s{Ydh&sFYfJ)PagzGch-iM`=A*rN4`K^N-=_M-
z3S#IGS1Oq6t|y|HH|oXBQPz%JF#xaDFB!yHjLot7VjNI!W2MuN#__ew*XJOn4{Yqa
zupLBi5cu(%qE74jElq##n@@WR{|kW(3Bq@C=IGPR!WiGuuUm^w?KA5fa~_r7y$cx9
znIGpH_Vu6xljWp#JHV<_x3<Ucb>eXeS51AMeEqz8n=rK_?OTfJ{pPuJ<>q^AyC?X-
z`P28VFYC}~OWv0|8iaoU!p)sN<M{1xbLvT(AR;wHie$N$Cwd6{iPEEZmC_?>mD<CL
znxflDTl6qEA(GleMXfOB%zx%?n6Xal1#$zen{c2w6=6-u>m=dQh&th(1{yJArbphL
z5bm3=5YjzWWTW~JYHs7jDLW@y7fET-?(MQ=ATOOJ#%Sn!e9CP<L+(pGSoVx)<Zk>I
z*RLehtKGP{KT-4dJ$IaO1WOQ!yV6}H2X#Wo`AH<2N}-gh=}N(rqA*5CMX7>6vZN)q
zhF&76d2#A@4=g=A)gqq<ng+h88n^e;QhInt<SD2<R#h)9x<l~uR31ojc!5c7J1-6@
zq_w@b)_IY6Eh=|t*%^r$+uAB09C>>qJIU#g9_3N^XG$M?nTaF4FDcAJ@G+FWH&VCQ
zic&S%DN$yJxthMU5@WQDA3$+?=;p~AtP}PP6m5=bcG-u=63IF|)X&p*P8gB+rwSjT
z!HH2rhqS*uq<W<op^$`Y2Gg`R4$Yj}XtHWI)f@w8^<S!9;4Ft$6sf!UHE)}mBkdnl
zjqIv1JovCEttg(A$9QcVVX?Po%MQ-OyI&Q@mJ%Hsi#C?YTJXn<ZM~av_pl*Rw?BR=
zfjHaXqH2khy*o1Y*6Wiu4oUR_uLG34i<9@VQj)U)M^O>r1>>)_-DRS;L-bO1sR_oL
zjulz<lM3Fu;d{`$DELomj(>Gy>nC<yILqmd7Y<dp@TJuE00)!x*(^teMN-q{<BY15
zDhWn}HK<D7zRHq5$;sl9F3Bk3w~U;m#fpxQGG~*;?K)QD#YH;5$BMmmB8Q7rvd{Zd
zP&6F!8~5IfNJ;-G2~Ip#jLT;bfvGFm52b`iRaCcT%Q_^)CMFU^{BE@ok(7<(fU1#D
zY{(+d^3ZYl>)xn+JKUUz>$K&j-bq>IF06PvU9}e@HPjcLSQf(`hr&%pimi+^dHWQd
zs0*t%q}pIKp$#30Zih<mPpxO5*6^?YXPMQ#lB=d~_p%d<iS-DTk%XmOi8*76SQ2}J
z8LJxMClkCy8&IHJIITkcK)$(Q(9$UbGLX_S1E$msN<ht|44D6C#1Hqs4-58Vnu!_U
z{{;3;Tw~&SUH6*N)L}wTCihN4CisoWK-n|{GZQl~183Ft9#Pl5{=OIjVJ58u{QikZ
zkV7!5dySk-<}ejAF%vQSFE<Bo5u@EC4WS~g2MHNSn#@GZq)f_0+%Kat5mkf<tRxNc
z5f{=wU<3Vs?+3+ACXZqvX$lirOPJ^*y%vd?l!z?H|3H9xaWkpJc2^TItj65l@4L7c
z$A&?4b5gi!q%gGz;flc{Dn?}_W>N>W)YdQR`XKp>9ptP^lS4NiI`O&);?==e-uh4y
zGbtlj$;sqF8ObWbh>S!HVI*sbAH=5SC-Z06^&*0m<o^l#iTH0FHuay#)q3*f_(811
zbV`piVJ2%aGcuFq=t-H;3vMQ6LT2RuK+H_c{sT4>GMgHmjGi2vwh3iIW@ScXmUc8V
zGEH5b92}#`;2hhIW|wE1*i#~>mdHUNbW`%$kR)2lkQ{{f8+$hU&})}cT9gFSBezr}
z_fRB<QY6PzBv)0+*$A5-BQ43n_8LQQeDotne|1&Lo0IHclpJ1^d|L^*Wd|0Q>vd@`
znjPaiXOJGt<&w<e8q4C6Oy?R)=h9R>F$t(mDk@Jp?3AN`OHK_<2~7%33#~FA9gjn+
zv7nV~s1u*ywbM#v{8u!lRbk##XCZUYR3|YJBW8S7Q5^3fV>EK13SIl}MrxuV60Ia=
zf>$fOg!FN_pI1}VKU4-FO~0F)dKS%iztqo5yRpy^AuofitWP_F*o4D})2K^}t*@2N
zM%J#?N`8*1<)}w1t)_*fXE7>#&`(rIUZWy?R7rZclz46>>6*{TXGYgk&Kp1ngr6&r
zmL?m_E2f5SVks*<&FurND~3LVi64TG;OAcJ`Jp$QKng)zDjGx6shX#a=np?r9eq7A
z9%nk&2YE_<T{C((Uciy`Okg?}BJAnWtiak?SUNs4P<}^jes%)I!0Mwf<;lyFMACz(
z+E5_4&&)O8sB~(JOnU8IR`|@A%=5G9?!Not;eYG+b*uI<u6pj}<_3LGxLy;6iKEla
zqbF1qOLwj6=vL!7PFr<$Qlmi1?n2e}TlsTl<Ci!nhfiOcRV$^{_29I7tcYhslv4xa
z)!>liZ@un_L%+-V>+yu6TMCE6)~ZC~3MsfyD$aoNaR}&?>`P_GPPwr@Hd6D6MdFdD
zP|~&eTND@PDj{54aRo;#0ZFKCt_l=&rP6A=@w~7EY149Jk0S@oeGOF(wcD5_dt(oP
z!{vg82aDQsv?!zT?bvrB?Uci_eZ%_Gir?clNA?ux|6VqRneBge>-#Se5*eA<|1%Nq
zzo0e4$incSDS`i`od0Gi^FO$O|CJn8=Kq<@_g|Y2E6e|n9Jc=-IUN7t!SerYK5YNV
zQtAKf+`-Jj{vQm?{~^N@k~Co##DF0B>>ZMJO4OfjP8tkKlF)D>T>J?HEF7r<<2V}F
zQ=5_RQ89@0*Lb@vmzvS6UDwuhllfk^Nfey7(n^zx<Da-H(0X5YYA8ZgRg^E0H@fT=
zW(nPNs4)DLnp!nt=;X(2SePEH4Px3QTrSMLY|3A&HuI=jmW6EGjw=YPc;0<6lzJp8
z+lNHAS`U!P!G^=;#bXzK8kZ@}TTbU*&<4>d6kDh;I(mUaM|iQ($4HIVIcg?>RQ6-#
zr5dVkrw}XcN=|f~rG+m^7dBaiVPz$Vq&NNr*s*yJ<*2J>o{!a!@x?CICg8+2#Q8`H
zF(kM|V?scng|Ns|jSnEY)p|IC<^(M+J3F0?viW#s#Fe7?nV{MFlQsD4v9tWVU=kf(
z#)ql+$>(@{v4go-;ETD$c|`;&aU?=bqVI&d6+yy5=zx$EEzxwQB~@W|kkExIkKI8M
zO(!#!|Bl1Hl#()5>hxD%{@@sfc|q!*%=Mbf;fmW=Fo}BnsQ>-@#`d2Ks{YUG$;$LY
zOQo0jv9fWtU?gB<{Bd&pUu<|Ue7xLMmX@B^-m{sXNs_$!gC{d!G6cxt<AK@`MxjUq
z!zKI?m?cOEMScke3L=Wa)`~LdDOe*`M`|^NYsu5?{ISd*TK0@sHL|tt`a5r>-S!WD
zi}e2MDMQkK**DJbq4N6Or*XQfYgy0hvTNn1nZQgGhz>VO7<C@0YI_ZlT(GYqH<Bi>
zwbPxO-_l=oC7nxl5mC}SSFKzseeQAMR$NdcS~yJmr{7+1P>;f|=n_9#qu=g*Ny<vR
zf<vTbL+E*aExo3N_TALHYx?gI@lQVzBvPc3z34k}Jbt~&&{-t})<_faw=_|;{p<L0
zsx|YY@*q_Y(H&ZqMO!<si*Gdg;jy5;?p$-bsHcP_;nQYEh)-Hel?6A0$1R(Yt%r!Q
z)tb6%72M%GT5>Jg+ok%yCjO24UHxz~W1d)VBx6?Osn?~Xwf@$-I9j@NDEFVrU>!mI
z@9DX?Zug^yV!4J%v1O|hXdqU3yjK4buG1*<?$%*RVN%3!UJ8=iX9aRjOB%^RLDu#N
z2}#i&oZ`fP5u1X)HIv_yiCA`iE1#-6L&?`sY}h5X0lh-TK;izaq-UZ5TAazQD4=D1
zH$A-RwNW$4o%Cce%2$9)I#Pa$Oi*f|G(w`s70UTer9)$C3o3!v8fTmL?haapN)AmT
z;}=yIaD%u@`RgU3dolyk4MGFK1{5Z0!W=-`+eQSxxheK8ulNp7@t;TFs%Du*JM?G=
zeIa-eKX|t6C{I=+_@+3!N{fgLfm>TMS`*YJ?7=^*j^~A33;!6{LI0~K7~GO+U+63t
zKsG9#pQBB*Kh5bSHhToKBYRQ^_YYhHI!9!dvNz_!V{I@Oo;T1@p&jwl9>vi>H8>X{
z&qlxl>?}s$OYCOAAPkBH?&MeOfxKe*+_!SF{I_tx^FpNkdT8UX${%&ZvBTI|^}zmX
zr+@_p`W*ez5iD@2Z~9Dj(DY~hk0cw2&)e;-8Mt<sbhw9)j`dg}lmdhh3K7EJ-%bIx
z@RzU6wl5`rTfd%HvHlynO~&y1vK}Z0Ws|+||Bh1(|9?~d*VCJ8kk?Y@v6Zo*nZB=5
z+Xx|)uNI(=>-A=W-~SQ%<rf<8<v03`^Fno_-n-ws5@7F3T_P%Q^%qPDSasCJIafzG
zDIOo%H_;oHHqnUyy+^t!^=#-`PV$uHwrabUip96*%=6?>x%&29b!DFC@c5q$r%d&@
z`9rG<I4_)M&!A<2l4RUZ8HHwdpw;TVbK?W1?Ezam<|EyX3ktQqEOsz$DDNz~>E3hB
zfok2Y*%}qT2ms<QbpYC0#R0KjVsk^!tXg@H7!<B$-tD`F_F<gBNP)L#@Yk;fR2E@Z
zp=;W9Wj!G@Wq+o*R8c*+Xwv5vPKa+x|5`TRbvBV*et2&P)11$Dt=`3O8<;;_4Copt
zW6+t8w(B3?OxcHi1JB#dy#M`~*@G&9GWYv+`^SjD;ou81ISDApQH@bd6(FjFZkV)(
zXP#)a$Kn-~mZ!Nk)_10VZxxlRu`0?chgE7;$WN(PF1otdsyRMQ?A4O|jX_K{UaS$h
zOqICI^{dEnP`g~(UCV#|KDC5xDkz4^7pLvPHqbxy^En(16363koJnXV#{O#m9L+S&
zL+JW^!6*OR-wuBXMfgfWL3vMF{j85Nh9CT5X@>P>%y~^hj&|ZW!MDm+NJPCIp|x=p
zm$Aua<|AaJ<RoRK^+~5T=BPQqD?kKvXD1XoetHy+9H2+j(qOUs3OPtx0tW9SlO%<)
zRhL*7rnC48pFT3sCo8ge&FwxrL!q%j?&-B=of%pEgwK1%a$Y3I2sRhjTNZYnzN|O5
z!w+H@@MFRoiG(^V2F_xs)tYKMy@&25QfYM^Pf2Z~GO_4w($)FT1Es2s?uzarOp8f}
z_D4`rV`)e6nYm{2xUEcL>Aiy4Ckoq{!^~Sli%W}3NXSXa2D$f*jB#AEmW<da8wN2C
zRlTe;RX10vCit#Bj$_a~?4dzv&7m?~Pzy4hT%4N#3d%D}i+?@F_${mqWo;#rIF}r$
z@N-Jlyi~h-#w)=AAAp!0`^r0TmCy9P8I~7r7(VdMk)YpJE^CQYs^(KxO?pmCi8W_O
zR4gmDEwYbtwv92<g?3rERk+!?XSUa7<w+TRH;ZQtc5<m07{&1SYCl?MTU3Stbf)Sp
zG|T5^>}u+5Jh{CmJUOzqk96~6+@f*!*i<Y_Ct~cfOH*R(XG)A%?V^{{+_Ns$vyxGn
zpRq$*L$uIXF6E>IZ{g2{+f=-dnT3|-4Hi6xR{O(^(z;6OE^A7vCLQf;6>q|g*fVsG
z;VcLO*ku!q)|nkvvyat(j4pLhyKZ3v#Byu}(kd__FjU>WZMUolE%i#y)UHvk6KhPT
z(lZTpxu!JFPchkK)^WLn1}c_n-o$FfYyWtF(5hl?N-naR+uFC6l;mkMan-J4;=9_o
z+2{m23}#RLgH6HA&Zlc#;}p&{?I*f+1`V!huBa=Ti(*U(FRBi1*OLAV4#}`Mk8UiM
zdbV6Xr8~_;i2mq8x_+wK!AB<I|GX-GETu(+q}+UOj8qk#l&>KCN>Ka$>1kI3iFmIv
zNokX9b1)J&-9a_lwdGp+8~9lf*Lxj_Vj}FF7mu;81(a1QIC_h-gE3p(GNCf;pSPdD
z@l?S<uYu$pkK#P129rt`AWGtjxjEcqa}WD%kW(3{GA;R(=I~o#1C6dW=e#<Hw@0!1
z$}0Ayx%n$wr?u0hjHdrILK&MBJ?_s2DP}R`IGFG_(Zb2>p^dkUm;yaqCT+NsaQ`CK
zCcs;d19p`s*It7XgNxD%^FXF4Ji{~Nd*fr!>FzlF_$1Mw?qa{`@xG(o<~W&fu^(41
z4nc%xiQRLtoNH=ed~%o^gG+&kVP~GT)uuv0;3Gsd;es==1`;1A`~)XQJt(H8vU0d`
z*_qX?2~;>Is<UEYy(#NE`n#&KtKEa)PhdW8OY1|XHptBqk{TP=47F5yJDOWka*Q2|
zIy-avUU>`XgXWjNy8gklXJ?EphO`?dC(q-Qa-T!y{H1A@nVYrE!p3V%M-Iml+Y<ZJ
zpW#wAc_`;N0nL3oRPhkPLm{eQqQXd+C8pMrFl`v06}y<S1&S2dfCPJ3CMJ_qLCnHs
z0{DsS-B@oiajYwnYC%q&0$8hwc+LKX>AI)U@MbVlImL#s*4EpIeg<b^<?S*+WD}EZ
z0b7RpA9s;(PXYkQW<<0ndE@V+GqEfu7>9TlSNTPqj+oRV5f<)zN|PL6CJnm9X)DOj
z5D32ONywuq`->bIi*1Q~Mp6G&OT$5c_2_E4NVfioz4J}YT3fh)q6M`BV46xzR5Zuq
zF=VTf*T~s3$gLVesJ6zaB~*!Bb^_AbrQE&qM#@^)m;+Umh8~0#>|t6osJ#Yea4@3^
zL^Y=MYzo0^RKb1)?#UI*6Io`(z|He~<q7=U#Wg`9CeG0J8T2mneS{MC>YugXiuYil
zI6fU$>}r6GjaaY6uT&dW8pGk;#YpZxQX|@Oqoe`0)10{}`Wx(I%zxIQEuM@lpnJ2p
zabtI7Q6NGS)Mzn~AAaS7(@IDX5p(WoPJ0HiqK><V>&5z>cCKRz&0+*s6aeG?b<klW
z8qK)w$zpo=moOEr!Ss&0=7~XIdS)tl<ke_n^UN*48ZffMmW=(Q5CaHslY`=F(B9uG
zB=*u}G!<mM*oPwhEB;c+3n&<E6fC5HIqvhtBmcE%-r%XwM%{`U|BAGow*y<mcQIXe
z9+%Y*L9O<q0=fuGr&F^F^R$2eJcf=cqTJ!V^j9ecxH8wvk}4}FqA&s@0IUjP_k5cN
zS#*$mm%jGWS*-wFB0AR}gEELo)=pwACsi-rUu8Eo18IM7(AJ0&{<%hY87nv9=Z0TP
zohV6n)a_(t@5!$;v9TEIE9Y3nSjo6VL345#wvU4SXim;$(xNDCzq~x4eqE6{Jz+-N
zYM#PVYe%caNC)e&ml?6~8K}Lw<Z1;9F}kyvcRSD-6a?QVU!4A_4J~twSkn-FOfV+a
z@oO(T!^*Dv!zuwB1Oc?y#hqna!R<w^^Ot;ax@{C}B=)LiTfs8zZg8Lx(%vLde|!i!
zTzmYI5!MZ&IH9YX<+<{`NYNQ|v{;e%YxinXDVC+vyg(aTYHKU_pucr|E-{jpV_QPC
zh&o^f=vjKN$s#`)stx%RwpVV4x%abIJ-|Iegi1<vM{0*{2T_p-HjT+srKOQcTuOY?
z8HP|!su;N!K_M`w{Dd{d>=!yPJ4nkf+0fkhD$p&U4R{{QWD6y$8C}sj-lk);pa(i_
zJqr`<egK%PSo3qgK>BnxZi(u`fR(9XQ~iGb9;0$U3pu?EasxCsSkn*+UYSgS62mA8
z##U_d?J-3xW9JJW3274CK_Vs5Tv6~AVt2poJ84GxAgNf?7%mq<eQx?ozZ5q7EpoDe
zoo_ZiblQz^SN(0sI+gj&^9kmT@87}gfqOc?G`k(~;F$z9pq5|HAn?EBfn+}*bKPz_
zr?yKtzR(UqsQsY>*8SfD$o<W}(3Hsi7G8i4WDBR*^IypvzQ~lwzd=GDA&MM6VE@?P
zup6xH=I+h+Z-Vd7#4%i5Kqj3<GC)y=2!5UC&WIBhc&A&6Eb380Uss7LsmVWS1nX<b
zzbd)K_iR_bZNjUf-K<DJMA~EN3D49f{H_9F16dCs`%@d_mBSU_280iMCLn^TM6Pg1
z53CQ~Ee9q5s{!%vM%`;xHXi@%R@Oni<VOAFKKXat^SwUSgXtG^Q1_sp-7LBQv!MP#
z&&imxaxv~<FqfPHxdq=i>es>+BGi?FDbF_ic3Z;H&paD{W||d1)}3emNaITWH=*l+
zXsdd&GwjP|cH|Th+Hzte)1C@g0X3r528n}YebJV$=Cyevs!GDUWgAS6r2Bf~_fKoR
z9E2QU|EjtpvZvh%lP%$Wj~@5~sPS@;2!8D}5<6}THPRVdnd0b!&{qefE%!=WOB`7b
z3g=DqH(x&=9Q7MNTYf3FUCC|OKGjciR^1~m1BSV3&2!E*%{k9I(_P*)&B4znO>(f#
zHzuTZBIQaRbCPJ6<~5F^s_re90exIPRm@o~u?9I*)XRYz3(Q@k1WVwj)hJPL&hsW0
zd=48Rah?eGco$Ib33$Mv(b?dntkhN6xs(=a_I9Ei{3TU?NK<D7Rd~WJIV7%uOl4*T
zgXaWU91&m#39EtVK=FWbfkOSsEX@0Ero^zqSnxG|=|Fb=atF3xn&kX-@Q=x8k2%z^
z|KuZlx6z-8Kb#yoF3juS?les4wny$i&Y&UF2F;9o89f<FO7|J5@RmUc&B+>hW4?Em
z(5e(QU+!(1W;<W;V7seV9BuaXwf*(;8X2=^g_7t|<KhEjz+ciu!-Em!P|;b3<i0#m
z+KVv@fu>eG{ai2jDAXp`HvSoovo9yH_@GY)<J$KYD+M#&t8Ib11G;BxO!f}_QFtu^
zz%evaJa0vQJ9pvW=R;KJnJ3D|%6_+AyzbRGQ%M{B1jFyOelT=5g3_V3<Cmk38DTF~
z%%}}5h_#Kwn$gx(UA$#1`m+m1^j=WE^r?{gLZ)cBu8jDHwvm}EbsQ7ve?0eSPK6$+
z9)WGM+2&8_n@785X`Ew;1`b+Av~W>VM)m154I$d2i6}6*b02$A<0MJS2)F7gm}B7A
z2SljbmXXzQnjBLEyowcvO-`kCTAu>cOLR()@<*OQlcDJRL);;|CdF%Sl%5eiY!+}+
zb5Wm7?QK^D!*;`V@B$V0vhFVB_Am|c2)2JBYBgMujc>8-oS?WI2W$g?ii>qr6VwtI
zIJ^IqoLMIxNu2S6SRUUDl%8l?9kV?}Z`T{YB>U@G+~gy?Xnl6<Ri^*&6faC%mh7I`
z1%YEaipMUlmz;uiGIdZP7r`}y^2Mp%u^$k){FonTIEq8?%2OxnwtNh`Y!<_|AO-)L
zHz_ser`a}Pc`_k;ZsHPGRJMypGdL@$o-sIcDJ?a+=uL*oxi;q~%}df_anYAJ|Hk!c
z$WKi8l`;t<90FSiBTO0u%dCPmU3MU@Vuz>H1~`#4GIwU`=VBBGcQJ|;82OgXw~gGM
z@gxV=LJzO4&+J;V?KS&MtxPS7z;0XH#0vNBIkeVWY!^}3kObLkrs`VKE_RjIxnUiG
z7P%F%S7oOytFgb(``e`YD6>eW=A~T$+_i8vjGDKwG9~O2Q~91bd?sSNFQUH?*;CT0
zfg+FWgBsNxDXPEl&r(d^B-m5exFw_nw1f_FLC>y*&?d_vE-!J<CeLQ@Mnrz?v4*#`
z-G;n_|1Wo^@&m?S3M^gDb|n-;%ZLJvTV2y4ip#eMycN7=UZsOzjxFwxkILGM*2MXW
zG_??ZT%d3@eM%fWxli2h-wJBg*0id)l@V5t8*NRVV0ykCQ)UubL-7v{f*G57xG=bo
z&?5pGWWk9nMHD87LS{{3DBm7mwb8TXMySqrU0pI0CY9yH1g9BIk2u^yJ_pkIysa7$
zjRnO1zg!vk&oOL>jheURcX=Wh;rGs{iFF3iD~VZjkX5<Bb(ui>HNObss@XDGH%|3u
zH881V<L}Cm+>U`~=l&K7LJL9{d(-wEr@Gg#TT!~M+p5|%mXGtUTJ_40<4HllDf>#C
zHpI<`3*iItqc|H_o(L<_QG7$YP8onkG%qaJQ1Z&YpPFBgSn&#Xl*bKLS43Wwx;V4j
z4oY(3CuUi~;ep+CXnK~#-JKd{r@$-oJJT1PTf!ID{hQ4@1z#h;6|06t5!S?z!L2S@
zUwzG|w*1vaye%>0%%>}NS;f4F(a!6vexm3Z?JC^^lS9T0Td2nKnZG}NEo9&S3;M*%
znZ9e_s^N+Rw#!-Q{#Se8RZ^x2T06@F7|qQr)+)h*%$YevD}Hs$90W~Fby7(|3V!gz
ztkdlHUotJB=Q%vKT-kj*Q$Y)}vOJ~PktK^qy|a8>_rM2Z&mhj^q<nE<a>|@L3$Eb>
z@!C3&`QFn<5Y(G=VEUK>rR1ujyxIE)s{4k#yOc;_N)?vF%vtMX5o1fds!u|zuLz&<
z+7YLq2k163mJp-eH13d=)8hv^?BP2A&2q2!ZOVt>>F<WWBlYfR3ra6u)LMSneXUX4
zFNCKMcS(0?CA%QvLiOp0_&#}ffAbnJqE$?BFM3wbFMRk?=nuA!uO;0k<VSnhS_~G^
z7k;<L<QB<m0#h3{0z_?~v`5$)xB*>Nd0pdt2PvJo`or=P(nYHCafg)dN8`A6G2^o1
zv?cHmSP;3`FH60p`Teu9EZDboc*}lqc!Q&^3xsdHxo#)CB@EnALxoK6StB(=PP`p4
zy#39M<Qn*%9w}WTU(rFA#!sXp^;5DNAsxxBiXN}1t^c;Bu8+fRI>-6<@}$d^(DYnK
zqz{z@w4f^4q}+A@lwH*DN$_KYFKr5d0vqLKYI!PtWw}h8qwoHZ-NRbnKU~ib>mV$3
zmIf07GXnZ2x>Cb9docanI-FJZeT^{pU0{gMFt}!LFLoFcrb&R;n@OSO=xQVNfuwE2
z=lT(tb-%%<KItA)aswxr83r4?fsuPkZ?xPf4{ZIAj!oUpxSr{r_{l`w$fU$#9m~u`
zk|xQ@;-+~t$uzyxt;DS)zJ%_6<V4#B?de3H2K`(z`sCVV{AB)keg(9jVi7+UfDE+^
zdq!YM&u%0OK*v1S){e=Z?V72_%u>u5uPEo?0`NUM5-V|DY-LHlIURN2+=<#1=&mOb
zRh)s7Fy7KA`@yw5B2J;6MRpf)0nA1DzH_dBWBY;3r<gfr1<=tN9tqWECLQA*>`5Dk
zI8E<_H}(Rf)wgx5JAZ{r3i3?9{RXYelLl+h_l($z-!e3NHGB)QF)qKr_|8`eqj;(3
z(X=FqbLRh)&>E^K%<0S=eJVaw8@vUxfp`k>R2$_>5^^W(22xa^>5^xkH~nyPhB<df
z-W))iNSnV@8C;%&c;HYQqBwL^uA$86>P;Kh<w<x%Ov^*?v(AYzNK6#jHk6(BDM9{t
zb|%G5w0&rPK&j#%^dp%{mZx%BMXK^YKOxgX)snYP5qn*^P)gJQF`W>v>!?opZ3=$^
zyQ+$2Aio~6)CKV_P|Sjy$RaZR8Xo1bN_aKUi25EJ4XG8$>PzTauU<BzG85!njx<qs
zjxa_KJDLBQKXSS?TkPy{LWdReX<%%DtF<BLS2Xo6#}=bCb?w&m&8zD2J_XBHq8uvb
zNcZE}n{M0j>Z5-hKoj#7cq~3DqxPhf_Mx3Ajhe45+#~25HwfoNPuqX_Od;lh!<$Wx
z`?nwf+TE>8%xc7aJ0FmbAG$FqCM`5!iFR2yGWokH{WIM-=M!tcD|PK9d)BJl)`0S(
z4pR@|8-6Hd)z2<feT;oPZ=qV_Ub}9aC)lMCgt~O*MIUD{?Pe7Q_4XdaEOUMYpqRut
zdcA}snGh#s!aO04S*$HHu1I$&9Ish_7@g13bDwm#aEQ(!pEARvD~Gz1qfdyby%X^~
zXinTmn%AvV45DxO+efm(Tj1j%5KiA_7_%fkrTGN=BW9CqAKO<>DxSX(Kzm4*)g(j5
zp2C>w_wb-t!SPx8Tiq>G@l2SKJZb7H(S%l6>cEjIAXjC&Z5+dE%&f8YnWqyK-9=+b
zg>S)Q(gQ^n#|5u6GBRU&!LOgROT7;)l5-;GFrar87`<eyD&uBL&=M7O;0^j7dKet3
z_@%&I5=%e%L-3Y+-}g^AZCX{8r@^&)9^A&}b{wM)&Ep;GFvi7$E+cp=<AbKX+7kyU
z#+%H<T@02vJAi@L9ZCfy>9cjoD1k)IOuCJBdd>1sZNvHBL3*pha!UqDnp4TpV4U%3
ztSY|@a>;v$cuwi3>|v;JNPX!<LfuR7yi$NMbo%!7JdO<8x&-4cD>V<$u~T{RFpxoq
zib;_h%2S-LwT)lE;)IfXF3yV+2dWb<FN>BOi>eacbUBh9#c;l9?SzS=;8rlyD{HPt
zZu>_G)I`zphjkHaZtRCOxy^&~(KcTnCmV+6yQY_ANkuG18u`}Moyv8qX=>sIig<ly
zqV`U`azi18gTUBOZeSof?vNy$xI@5zGEFI3X5h!1uFG%b*!pPR4@Jk@QZMDruunlY
zy+%^f(jT!^GRkCZlOf(oHAu_tvH==0WB9FdU2p4|7r4Be9NPSUy``^QK8f_B#}*E4
zl;!1iEfuNBC}^=*A#2-9N)()wW7qiH%XTe*-*sqQr>dYP@!TwxOeMy}_u%AiSB5P~
z5h)f9sN*z;;HHg4)ThNW+eVW@3zNpBYPiS&2R!%LeB8>hLf`euBV~Ii2c_fGB6~bO
zi!Us=G4c|$n;6`~J&aH7$9q7=(DNlVOJ?qoxDmt+T>wo$B4r;sHahZ%>`?A)qsE*B
ziARL7nPLFQSnx%n=42sSTJ!{Ewy0=G;r=JZ6FJ%8NKDAMMp#ZT?3V;miOdF((`VcH
z3bVtKt&uDwa+67wSqpP#a2yqk)awi#K5AjQ%p|y8Bb_<pSWR@a3cDkBT4@Ox`D@=J
z%?M4A>PuAQ-Dk+F=qoCbC>#E68h=$!8G>O+H2#27q_UE-(!LKT-}Z~c5OO4<qmaSV
ztK*)s60?V6;#f9KhRm2GWqAZLSv3CfgdqraUh8r*v&YBlgj$WA#hSC?bpr&NPD=9#
zV7ZmD)>rfN7N1_b{b}Ahjkc@paC*S!7X9mDxr)0o^U_<%(X=o25Mp_el!aw*O6S33
zxIq=Flz&EQQqOgzvrAvYEklfpot0K2&4-Kh=qpy#`fkYW_dVhh=dctl`yO`&N(AKy
zr{uY+E5yD{hGZ4zF}ZB|pfOEnvkrH?9jmb@>^VJe<6pKI##F`r5qx+Y@%3|XvwO2c
z2F_F9LR)P)9Afi8z@9U>rXsy<RFl8e?U8LgdeT9%iezGLq~DHOVaGxqj+1X7A0o5H
zq->2|Br|h;@ErF2t^4i-Q4*$nLsGq4_w)GV>-%!;RK~#&4E*HQ2%mBN$Tr94VP!xK
zt(PCq4xYj(PE-vOjbroyan6R76O&Zk?<|{j67V(g^`a=_p!_5sIr2P+qsH!5jv&r8
zbYx=&d`ky5>^yYz^Vq|Bc~X%ow7y6A)JBf;zlRZek@#sr2BVZhC?wpkmWZL6Nscv|
zJ@#Ld!XS+R#HXw7P3`uh@3)BsdmQ|icYo2<YRT#k_B!quJ%)>1Lvz=xs5YC1sWSxr
zc{4TuraUr#qY0U2LlN0v`V^Vy2TIbdunZ%dSE5ZS&7_&qg@_z$1nDKap_}g{iplnZ
zQSyjHlsu03>FH%lDEn$g>EM`>Z+m$sOApQj3O*WsNnkWBK~+{XsI-hsHj$w$#j12R
z2fK}f+>qspO(X{6vS5B=4?{Oa557k5P6Rx;Xg{h3#-E@uo_vla6Etd~5tHc*g^Pt@
z8*ci9O-fSTcEd^76&WoL7eEyzsd_b?4n4n**H~GOYV|gDnwyv1#f$8{nQgo6aOafq
z{BAz=pYgP@jz3$VFz{`sj?~{9M7lNUvda^@r8B6m9$+;M*`?fc+4z7SxfFbAH#}PU
z(hp@00XfVOTsY4x%{{^LGOsof%h#`h{{8}QhYQmYuVF6+VEG2}+{OS^n|rus4}&E}
z*A-X67I+=HBdd|#^$W4iQh-H$ok=NdS}6JM5!aMC&fw(m_}DP1$*77ET~>(Kh1AA4
zp3n?DU}zU+LJrrZpDEjxXo%8hO~cdZFhf@6BiLWV<MorF0uq{DlEY5uw&trH8d{oM
z;`6i8?siJXz729&rGY?ySbc{j%jAW$E2l-;n=A`TxN|U!@=`%6ZQULjk8|zd1Nm@<
zClsI?(tAk=+ZZm1(#X1%q%$U7zcZavRyXpp-S9SNRX=Big)U454}XA}h#xpD+`yPB
zpBbG4Qt}LkiO1+A&rb)v=QTA8(TOrg8^YV1RW!TKD_M+FT2?}qvPH~DXPcCp(CUm@
zPjYLV3)9YaD!hkp)Wlbh+%mUiJwN#6dzQ}JdB;X&{2{x-nTJe`z#gEtF$TV3z(j3y
z5y1_PwU83mEzv(@pmzeosmJNBYsi7kV5h_LVT?AwWJ*fOOh$&fk^morE5M-Dz6xA*
zdw_r><-ifo6&!t6|M8yiU_3aSKH%2kq|FtQDpOF*Z%EIWzOU83X@?}s6%w2c7bX#6
zQ#QtIYlS{q662lZqr3rKAGu^BzrPf5Og<x#cUB><6W>YT6MN2dZ~C-6csQ0;%-*ql
z$68W(u`+1OV#{jp&>jB-?zj2S{t53e5GqsQ94eO(gp-~NE(QCEYdwm$%U_5QX_$$&
z9lvI{#Ixl9wmMcNw=qLyTgFmm0qcXI=H1-q8OFV}`v){*c?ALAx+M(L2HC(9dyiW}
zM-InA@?*p{8(eh^NwK)@tOmTDSXqZTJI~;xRhR(PW`QawrZteYx_~T4eyOQ_m@g^w
zYO*(Vb3pZ7UPzn*EFCBsBo)%2SAbyWELO7rb+d(sObpKq=b*tMUj0Qhog0}91+}Dz
z#K4-(qtVejVmi5?AL>>vkA1=>(+#j2R&%DwYx;B4*Y-NTB44id+KV_}nX=dm%a|nN
zZK`u4co^>O?d>aV;hVt2Xgwa3Y!0U7?tUN}eBo|g^NYY}tk*y^>}t+WfM;qJw4Wm|
zhJH61rOYf9M0(ztIKX}}^Q{&2l`>OfqSR@in(PBau?=*vG0G1P@(1l-S!Np;d=(5~
z?`9eXTUR00+@z+`1v)V7MW0|FDX?sGqRy#RSx6gJ6j16&wp<$?+JJ<#M5^v$G6H4X
zaLa{okPTjTL}d1>)9zzUXDk&_My7C9^{=1~qe5Y0@m$>wXUQDhu69Shr1_+TonL#<
z`!#uA9=KfL%X&Ew4lBei*@hl7c}!=t5KduTM@ve}uuMfELR0Z=8N^zvl_KkyB_>j$
zSyd>EPNEcNVAfNNIfo;ffxqglK5Q5HKzpMsb$w?uU*}|O0s!W&>{$StAN6S{sM-|w
zMzx_R|01dY0_{2qjR2`|Em2BEL=;5@YSl`#?XqGay<l<Fwng*uW-WYG>K62JPkXHj
z9V<e>hu`t!q#5yB+tYpA#iYHtx%qVV{kxCf_V%^g^x5x_Nu*8ad_|~T8~X(CB|H<W
zh`=S5gv$U=qkaxQ;Uxx!E<>>=_xc}IUd*AJT}=mmPO+Lzs5CPFd<u89a0alob$vH>
zqoo7i1G@*a3@5Vtq!8YZ`+mGz($kc54pm!KdS`k?dWTvTwKqG~CoFt%zF54NvKeY_
zAC9YeQbBiCwA&FQL`t+@Mae{rYEkD1BF<9}ME3Z<pW|JbiVSrjD{BysuBaH?)VDU8
z(A2$7WP!Ad?kwQD0~j%J1A&&-7lM!Xsc)<%cQ;$3DFw0J6o{vQZ}4gfU!<#%vn`c-
zWN#7%?lyr&Qqdb_*@(p-)Ag!GTz1>?3!@=JsrvLn(~N7Av@i`$sC%u(W~~$z7ysbs
zI6W&>y)^-2ZK>>o>HX4``fw&l$b|eY3UF>n<`QSH`jga)29|&fLAIyxTKN2Jd+xKc
z`2w_d_<rYRkN5pd{>;xr-)*~&83X<N`O-TQmAdiS>$!b??bB>Kz2Jr4aky9iH-c7J
zyp_Ph2$oClM*^<kPiV9~$1s5r6Dw7xpsHlrks_}{S|t@ioWpGehJG<AE2|Eu%EDp<
zVy01~1r#T*sx$*04%f#B#!p2{UtHh7Lr+<cMbRS&>*ImwLt*Sn;2K~}D~5ZWd)><=
znU}v+rDwxW@`mbC>s!mV>wEcRA4~V7Hv;l1ESxC5Ji-e>^2iE-uENS6I%%{4Qa?2z
z--U-oo>}Z9MDZ`WSO7M|+Hsb8`YH@EHxu_DqCOIIHwl`zq>a4dc7l+Ml)Rz)nKAd+
zvvQVL*!yhJbOAeJgdXMz59u`~Tg;iT8(>^iNJ4=g`y+12<etyqhJmrrmpc8Q3T>@k
zPUl#lOCVMg5{HnjNQ8fZqonG6s|CaH?O+85_YU>%Fymhpii{PCEZO%ZP~Xx&`W;n+
z*b3E1<VT|7ec_=ICKDvm%CwuL&or8!7sQoVCGW7sUG|rU{Hr_Ha^6o9)_S@PCyChX
zhkPFIA%xD#FWoNd_MKmb-@-4Ms?hd2jl&lnmJY|H_xKpd-%Ggfj^AFvCc#Ah{#=6=
zbYcUH1s-0QE+@fDmz%Vi2HXf+w<LkYqaNFPke&P5pyKiOTf>MVV|<#9pmVp=iOKvU
zuCj^5H?ag9ffta?_!BZVj7Mc@<<FJ!<+WuW&aUlG$g!+I4H&8hqFcpvMDD_}UMYtk
zG!yk$L8`F*sl4v+2;$MrCOR-9eUy`xbT#nwYh(8{G7e)LY5PYyXr%@H`jl;skNFXp
zvXjYVBN4a}w|ivpWNZ}{Uk)(K^$`Il18HM!0vsFC-9cU(J{BOVUEhQoLGEqFgXAn{
z;?8FW55_Sg*j=YAuwg4P<-0%ti#Omo;B4@RC5fOscj`ixBEbBdWhynDUC|-6f(Qrs
zzB;p%)}@79Wrm6tZA_o9^BUEk{MzzsCe}H<lq4{<pw=Q^@_f4Jan725CHeVVcf|;Q
z|AN~K6P%iMLE7W#1mSnS521HB?azIT0JZ|0@Mm~oMtx>>kbpq@J&`|<chp74CA?!}
zF=BU=FXz~B`byV?t^DhvFxtTaJ1{`IDiZ8O7+a|EAO~UgOi<xRhKw_@8I3R~Ad6>J
z{`yO9;Q!(=8oj~z*`qvw9FAcw%X*r<{5RS(bRNb2p8N0__SXF7tCHwr=;jjq*ajRr
z^IWmM@Am#-7YELfcAKDWzM)M(<mScn%Y@yyG)&kY2?o?W{WcNY<M^DUt4Z<r!9K>&
zFw)R4oali8jvE7Q%LL17&V4xODu9{XrQNF=ZbC}T2mr}4kw^i56ZIsB7EdPK&~RSF
z$jVcOs(ixGamdvz2Y~fWEN&HxucnobEP$IcN>4v>0@>aHM(YOy&czTvwUfEW*x}?(
z^W+#YTuxL6i5au*0k-$I<O_Gw>}4g}K@Wf~HT$IcvptX9(PEq4m48>xed86xZC=yn
zgr8W``MEj~R3@zNw;mvVb)5}B8T9)Wy*l$~+wbu@ot_rHd0`e<0N!Db%CLH{3^=B_
z{foqcUr(WhIb$KQ;4dfoI^U}QV+o;LgIpkLOv{TmA8{63whc3<L2Uvd2C>am_PwT<
zZ`1RC0dhc%zkVP~RA}^)B6OCR37l1QmO0nB&|Jb^B3>e0Zd_tsDP0x2Sy~%=TY4+#
z6-_dR6&3^tvyz0&MTwN4ACP7>YZw|9MQ;)=+DAO5(?~>o7t>QdLVwB&^ryT)f6Ci+
zsy{knbbu;&wxc@<=hiok0*so}6?cp-?!a&yP;(ExP8_8(T2p9#=!($l5Es(z6QDOJ
zth!r5L2{{3khD3}hs(NZ@}ZOED+~3l-*TMPVM2%Hm1`FvVBHmF(oFO@+C?rvd}nL4
z2O-|2RZ^YOw5Y$7>XcuL^3-KU`C*-^x3md~sR|l32_o^12BBZcQpT%KB)$^)3v`V=
z*%cl&bxF$^v%Zhd*t@uU@JDZ~`On<p2XFmk+lPY_XWnt%ipL(gZspV51@6o1X4L)L
zUq4v5Aoq{oukZgcnue}NPra~p|G<aYr(63Ty7$><VU#Wge;MSTgucIxW+&VSG{nI_
zEO9b86#`6k7;&<ywX-ZH!!nbyS{6q<QoH=$%uLYA`Iv2j-4$px#CAn)+ki>dsI76v
zvHtV)<0R%G*#^RPfgxDb7VI(FEvqc(3b8drZLOin&Y%bkD~QPnhB5JCwr4}Gf7%4k
zF80PRZsksF+i*|L$erwae;fJ?z4QRXG8cf=6oJ)*m?Tq&UmUiZZk36~#}GFL@eQ6e
zW{i=D3w&kV(Bj15(<H^QUYet*@sJ!QF&&Q+kPv}>=n1n<f|GU5V)G`)mIYLDdVpRr
zKus<%oQoKl=pa6*pC*Q_=xir#h~P9tuo`lh<~=-)o3-yxj)5?cDJ2KVZOJzS6#E18
zNr#`$xf$FG)!GekUc~BWj1Qu!;MCyM)DiX5I$o|rtC&^jdhSZ8O<AE{rL7Fz#;ivh
zxV6#^${Ka8c6;bI-WPp_%EZHr3U}Hv1{HMX2)m9K*mc~o>)w`l`|~oA&oJ;}rl#QR
znu4=y3Q(Y?-IFl^1w4rH=pO9pLw9!9haJ-oJEk9Yk|5#s?JQ#Z@ZzpA=cF>{q%tR|
zQq~@DLUl8c3E;q{u`fBkhB_FUJUN#4H+k}Gq_eaut)zY)21<txb;isHfIz2d){@<5
z6FB>!9aSbp1<UVbSF|y05SMj9&yAt55RD2(C4~h;6A}~_gaTNgbpk}HAa*e3P-O;=
z`1}QEPzVj^^5sj9JiqU=CCk>`o;&{Dd%5Fxet+$f%Wl4P(c)W9o4V<O8@6t{arKjI
zwCdi=xBT&=EsK6yHR`}EdxwDL@7wqSy700!H_czTZq2~Zj7>A2=(zFet&E-TBbF6s
zs`1?6oWf3}1iX8>7kvA1s+PpbQ@;=<iIPg9mtikeOfSusc*EXNHA-ci)Bt9>S-0EI
zG$TZVKuz}wvk;*gr6l+!y?vl2TTc<Uo_09sEHNUT_^%ItozF8AG-8-8WvVG(@={y;
zhP#fu*H>;;TX>_)Ij2RY2Q$fwg0qv0*rmZ`k;TcCkyY^xk=x?;2cL@UjeHh7Vjeer
zrw1PjZVR%fRb3+B%J@w8e8Q_@<R<9NX3HCPliQY@QBk1#B?Y=);^;n+QJPT-&Qpet
z=g(6L&Qs8&jCUm2+BAyz+8*$=jun(UR#5I(L3z73Zw20r7kf9=jIaW5fwl$M`k$v<
z!!B?SQvuv6IdrHiVG5>`e`rJ5R_Xvb#cer2=<__OqMooY3z2t#7M=PxJbqjS@qDmn
zK=BPP%`B!6Rqp`R`{mn$*I#_Ws^$r3!k%Tl14w*vWB+w4|Nh7?{)k_D{K{)OpSph4
z!{`Ei<qxN?es{SVZdrn)cRxb<{ki|jeV+SEuIrc2v*Ui&d*Fc$;Qm0rcQFiF%cbaS
z1*`IALaZQ&G8P&+wh;-O3pWDoW-!SSJ}lWahc@EN`gN<wXV>|7PI8I>O;#D8AwWuf
zyAB>a$hIClIPm1bgK&-I%%8c*9GQ=Py;WD+$ae6U<poy4{2n|PK49_OPMi^Tqh^TY
znll0B8T5?F;fTaF(p2SDBB{#2AT<)-$`sW`X7s~fIHFrka%xTrnVo=nL0~hOwyVDO
zAawdcT7?{s0tf|`v#$;0Sd4Gjitg{q9mu`V#e7{GJMcyhq9FvKCnjw~3<quGGl;a2
zx7sK?W3p_cz(gdIN4(v}BUxx+<BWdN$ggiB%LoFGL1QxfSKEltc=C^%JTRU`14Ha<
z_=eoYU8o5)cI6hq=nV}r4BraTzR0-odeYJ}iXpoCvLIzQkeB6x<9vb4IdVY|FL3#2
zUR9s7zjDGdK{!oNl;`a49&-+2)j5cU4+<_P2M}};)=qe+IH?Gi%gHx5g6wvh;T#dI
zBRgA=+oRL)`}1yF_>!V7CS;_Q@(9Wac)G3C>-5FaW%2_37Iu^V3jd<8Pd}<F65oni
zaI=1yvR(f|{X+Y~EpsZTac)*|$vnrYnp+Y?Q3Y8NR1q-@nTX<{$#7Ft{qPZHS#m5u
zj<F`E`r%u0oad#uzzThMc}8X=_0tSS81F_3XrYoZRFk<>WY2HrUgtjI*i9Vb`Vh(}
z&FVh!BbD8xB9*+?J>u&kUM+TrSiIZw_B)oj6~PPsg+X^BMS6cf07zq`zv*xzDgE`6
z0#*$Kfa}JD>E4>!l1{JF4;*kGIIxbl_P{u&ZC5UswmtscxfY7eozu;ESV`PHbd*fG
zvAp$)w(QrW74m=49g@(;j?Jh`C5b^`^OB0dx|$lAnrNCD^frkaP?Alsz647OwJdJ<
z9iH>yGlM^S_&xOZ`=*q}8u;BOrl7sKv+!KBdDo9_zYXwbGcfT_L6^NW_WP4n-2(;7
zRFT>i$4yDLBo`&y<u$VKgUD6<a=Bf(iN8q^DuOZ_uBeU&i)CP8pA_i(C#M#jGT|0k
z_8IZ&>Z&RxRvd=`Dv8Ivj1-3N=JMYS7x<+x_#Tyh*VPhE2`VAMLf_DlOgVA6f<fG^
zAP_|mB+^oWs-EB{YAIY;KH|C~BR=Q4dP{jqjgjlBE^;-MD6>kgrA9_U8&8S$Tuv|-
zHz^*PcHQPUWdT&MYc?mksn%M8U{!Hkv~rWJnLIC?ugYW_2T9WEJo<iyl{vNkhLiO0
zg7GD@b_gLMIdmh9D2~wzPP9`tsv(f+S!x)Fu@di$go>@$1{aV!QquJ%3UZ)soJ5Iw
zD+ixSCg8J)#1#^GGfr)Nt$oqrn>Wtxcws~CZglz$lg^zs<;I6{@1tekOPx9Qv<vUq
zklV)ZZrye1_nv5|*xRvq$AYo!`QG578B?#QI=MwuCoP$B{<S10zi8+${MG!MOfjmZ
z)%Jz>@?wmvV2Ae2Cz<&~GMRd9A^3nRi#wP##haM>`DfV2wOwqt_LBAnbGZ16Vz1jM
z_7)ej)k3AWI%bxfqqX>F2U?0Q<Chd)XWVAo&)(<0KeiP;hPQhE;Px?oCZhZG2uI4)
zot0@y`^?I;?g0ae`r;}ZjdQY|@|?@0$lSX~Nyr)WkTd8Zd(d4ip_C~hz-9VYYmum?
zNJa65^Q`F@HCZ}<FqUM}l@-E!L)J96EUAJ*oW3HOaRIJz9$i<tXdheOy%b_x9|)aG
zRn{6SgXDXxWHt&3T(Yzb#>6OVsOQLxBp@U>;5P^*;kx&qp8JoF`*ZL7>{)c?{twWo
z$<H_Jzx%2Gnz!u8+DHG4@z}qed;$IN_aCEKI}W`zddppp<o<T&p4_MF_Ywy35csgU
zVD}yv7mI-yW(hh|vaHjq$32V`8ev5v>&}i9m5`2+Q3)-u$kZfc7p=pG=@DvF)I&r{
zigl-3b(fu`)GfLQMx}piqxy$qR9`wq75^HevfpM$Skl<KGq24|V56cWNW8>JoKO^w
zgt4Hw00UgC5D5B%z91_^*-!!*ZrFsSSONuI-UL%as-@NNcLT~scQE?bo0@H9p<pOz
z1pF9mtUOU~7rH9IvK~VJd}i*CTd!<CZ{?i_Z_e#N={p}Ed-jZ<E<JBs?l=7IK=JhN
z=UzYXWG?sA#r4}Jj6M6)CyxB1I!@TpBcM2B<%GiYTl2sKJ}yb3$gmt4GM5}z7)c~L
z?$?cR;)U$Frpwf@E242S&ii<$rjQ3S`CkAtS^fr8Qzu_!TY)_UGaO*c&Nz1X6eJ_D
z6faTK;(5f#PFHfLpqAC0frR~fgex0(h^-m;1G|Rby)D=Di=4KN^bG`!+|AH8GV><w
zn^M|08%31w9_X3}Ol&F`N0k51{>UiSd=eYJa;Nl$Yx2Br?2W@#Hi|?wBYI*d?TN2+
zf$`NI*vfu5@G;&#*i4@Ov~7cnpry+IUv~k%mZK->vqz%-XaFy$K;M&m$Y9ILn1m6+
z<xCt?01S}UA|!<3ZZ;7YWQ0-`<z*u*y{y2}%kq}4wUhzVhCZxVKx;CGY0pqnXcuSx
zNHv9$LN~b!UeQs3DvF)XE_OP*I1j4DDbs~qc~EuHpxsrJT6ob2P@SP?kJ~+|)2<|x
zC!g1X?j%#zXmK%3GJIg;XK~4BED|e<v4Wb?%LA#BlvK{8lI3BoIKc!xz66}?_n9KR
zE9J`*D5ik1`@OJ<%ZUV2#=?d!vjU^1vr?TuV*U_8>|`@#WeGP;BK9mr$W8Jo^*fge
zvf=Z&Lln~8?1(C*HSLt(`uKA12xJe2#4#A4olKSV8ytZ9L@zrXFWZ=VW6Qg_pLchm
z=J$V&&|Rr#6W{N>;^zH7N=#aZ@SQ(C`fs@D7ijR%iuPUTd+)xD+PfF`{iJSr$Bgf;
znR(0459Ge=xOgJ+f{r`}XkSXO15L3Qo(7r_^aaLoY+QD2alPTfE*@h=0#qEK3Q~b8
zNRBG>v`D5X3Z#NZ$rz|WMxlg^X8#3}qYqG0hA1h^c4$b$ilYaLqX&wm2RmC7)1C{n
zFXMtneGB80Y~w5N1wk8%ObwY@v$jB6u5puF!!_Bq{3MvXZ?M#<rqR+SIvp*Yt)&hE
z0o7(*Fsd1CDa$el=(faTYLHFCT$_|+$V9^=Y#-Z?Pwd}6DDb-npTKiZOu=1)GvH~S
z2VlAZ`kY10w0eh~=Vu)Oi*`q_Ae^DuVcb9S9nLs1oXV?~!(>6opL)_74|=LC_qGtM
z!(?hu*QC?w6rrw$an^oxowcv5vi8YxYhN6<_Th*%rKnod$C>;l{#hRE9r(&dW(%{O
z;cA%-)69It9A$XJgoB$HmbXf^WNgCrnEj74W`A|Y?081Ef;c*6k8p3d7C7rO=gsNt
zfJiOd+P0!`FdqVu8ZM<y`S_;`z!BT?14-{czn?@i(9aWx{=!~NA{bOe@lU@LFBY!E
zR|&Uhw|E7aqF%Q`K(7x)y1BSVmPe?#T%h9eu!_qmm+M>DLRX8FQb;C{Jig)-P8G{7
zP{HE4<Vc1Vft0N2L#8j|YxXVhaXyq{=o}Nv$A0GM^9QywnP&7l-PNyW+m7d>0|-E^
zELnd|6U}M#KrhN3j`~t~M%q_3Bd0}77!Mssi#(~x&x*?zPQAQxf9nf3zHkt232(jr
z%=RC%pAQuEy?Xhdh);#ckUyVb2ELH?Yn&~en3m+zDqQ1*39fTov)Q%mJFIxM>pk{8
zpiTt!Ddnr=H*o9ur@7B0-o>Hu+}j*kD{?3!8;NnONj5;oyVSHnj&{L&$=-8hUrhJ=
zx{M$>{-?~DMR3pZ^3x@`sOWUAIvoBEgngpyk|h_<a-7M#{5%iu0FeYgfRf9_@R&nj
zT41*>7AuJ1`tWHPPaTi8@Z0%){2`v>&y~nArA|a9g#6n@R_w!TyS@>jz%?o6zZ&v=
zK1`0bl5|4NFdrSvw)K;29&s#<1b!MD$qTTB<P^v(EZB$Xqy<sZ8>L1xZF~5FY1^a2
z83YofzdNbb%8QdXN4r!n>Dr^25D0?q_KuTuw?0lLl1m4ZwpR_e)(jgKndsn^OQDZP
z6{R`yDvhSWsQ=U(1TmNv$Pg$-S}OIYxr{$ehNPz)#6Y?rH_=M2jM`RYYZ#Kmh{7cW
zfn#APD0*@u(6fQeF1KwMB@p}*y_@&rcab=FAHH#j89aUzfV2v~Gx*Dad-0Laa-5}$
zTs2(-@tBnvL>N35&qyZ8=in!MM4U%e))_oD&*|82&2f*P5?csg7h4?3T9lU1H->fS
zt7USIcL=~!{T?vt3(8RMWf;K&PoT4wH;}3o3(zqLBj#xUv{+6~a%)~nrvOPo;K}UC
zN+PKS`Iz^ptjr)R$%>niWb9G|ib1*!Kqq=B0O<^wa$`UFm(G(9bdQ(~O{#=V`}XN?
zys?kuNNa2rVVv2~B_aiHfo@s4<>;2DTZw3Ul1P}cVjx|F{<()UgD$!ioy4I;I=F<+
zFyoPGx{Priy5S)TMsA2>pfl+VA#yb;(2MNBEsVkFxFw_6^jmO-i(Zx?HOHD`wZ~}4
z2PS1bOt!$2SVj=dtY)xB^5dw)U9GNFUxuz!r>avuY!z3ojdIUnFXFD&u5qu^Bn9(Q
zTASdWiKnq=i5Y2z_8qtDUVI<BS==mbWuFuU1AE-=IvxWMVM*1rI$i=%QqT9Ck1_~j
zNs?U(I7zo#C*!oh=rFLc8*c^oF}9O8r9L#aN0nVp($>z*X5<!^nNe3ONZAdK?M4cm
zi~C^bLChJhg3=5_eUVCt6k~dp>qzgzEjvwq0pG!chsImGyo3i8kwpvH#_%BZ9VDL#
z?;-_n4`+$~HjY>w7Sa1@o^#zQn&yNZ_?mn=bIz|A6^Ms4^frTs-ll2HY1>u!tg;ZO
zw4pC|xLxE!d+ya+y@|AYRD#aG>YbQ&*H5Hk&uBPm&#|g$UD1{WG$Dl@hK!d+@SG<<
z%z{03;*<Pmu>pwCLlY*V1kf>*MBaN*8M>%0STr8ZNBo{#%d@#T{O*&V-}&#&KVt_@
zOyOQTIi5Rok|4qZ;Nwb2+=wx?N;d2y-X$le+1X+!4l$L&YLJ%T!CwdMT71&${mv{&
zrCSVqNtD11NmyiAN#-z?MTuj9Mx4yk2)2Mmu+H%wz$iiB9s0!QDK&4|IxyW#gc@Ad
zRFJ7OD+`q6N{7NLQeg~hN42KKr8Q{sw~J-DQ|WX*mMvgwHQAa*sxR5LV_)UZ1}Rgg
z)9W~@ERJ7dhYsxocO;pxVdyldv2`S-0!`?aGE>sfh5LG^q@_%~CDx}!@J1wI*INW)
zy(N;PNo%!<l1z(kKfHY8{jpvjh{cvz3}S$YU+&1eCsbhdmLjRF#31pjZpq4yHXuUj
zk@ta@SiJkCfgEVf4cuzbn2wVj<ahBP(*BTti*YkiWO1Tt5fAd~et$F+jdGmM`IV3o
z<(>-lx?gm&p-?!A&EkxArf+5_6Pd%$k!S0(yz_l?L-WHek=fDPLib_4D9*A*T#*AK
zxMrY0NdgYn>}?68Oc9CC6)fx!K^MvJiVoox$&?K;s3KvLWL!n3NG_5Ar=ToGI*L)T
z$8nh+M}<83$lQ}6nv-AiVTb6x7Dgz*-J;mS;Y^2<|IFr<WyV(*f@HI8(H)9G6Q7FA
z7SSk~Wee7JFo}AO<jrVwJW*#F>KX4ioJy853(+lT!fR;CGu^q~=U>n5-uf~se&>A@
zz4p^Pf17&;zlxTj2lwY5|KOwCmY$c<+~;!t$i0rnp=cLU?#_K|Wjwh-uyu_IqcIkv
zz0|wJkEiL={1@pL`8h?61CTSJu$3<|MhwW;PPguAF;dbV7#^$2;ck&=B|*|{r+6%5
zkbaUPW(2{%NLX`vTyuI{%aauCUrjunnuaSX<SN6}g*IzQ?BQ_oa5UH@sf-<Nl_sFv
zZjyise|-X~o-TyNiG&yAd@>VP-8EzBU9Er3y^^~HUAOn4?DVl~a<}rk-NvQ8%l703
z2Y<n$4Xfwf6wpY{dCt%s{9nO-0!$@l=?L62KlSqzE(%W!U?s+tkfe>j#Ge$Z`O%@8
z)MUOfbXsaUKRq-xmE~t8=cKOSuVYv88`ur}J<R>=W6U$`ADBM`KW07-eH@O&_!_2~
zpUiVv{;u%m)E`n@d9XS)E|^YD4Nr}oU2=AETB=2w<DC_l8=G6)QZn0|UHSulQD8~x
zy3`%9J5uk5KS&iRVH5yg)EP}PWOi^}G|h$m;cEUgp2KXgk`*gc;ULcl3Dy_kF?qxA
zW%0O&#Zp;Zlp`aQCQ_g@k%EF&B;^Z}(e*h->vKXtAF*CCzCOojeR(zVor@!8bw@R>
zPB?0maMUP~H{3)D9E6g$S0zlNPin79QPr@$4x8%?J2Y{umDVlnY+5MIcpLOr^jETW
zA%j^#oO0WWXePijjOYocQf2YVV6e=CGb}5XQQH<}Pn_De$F}VTYcWyn!Qlm_WEF_D
zq_iLrMob@$POxp>O8{VEs)GC9bt}>jJ^1LaU&`%$b~`%z6@mjl96Yjh*)w4N@8$lC
zq90r~@1jc|%+{<+Uw6?yH1Ch^p-XnZkbC@(J-Lr=ugyMy(w)e4ckZ1WoSge@#pEKQ
zj}L?Q-v)>fW=ipDs*ednaU)|wY;MUSX;}#;)8$qY-HLQuMv@6+py;9|BB+j_ID*kP
z^ye-kG7k1fyGkp@dCB|YigCKV_t<;*{N1kNl=V5BuiJa_d1fjI<?eH1=b9HN^J2?l
zE97h3*LrSt-QxMF_LQg3^NIT}9v!gU^m_bWugB|AWh06ck)TU3$T}!KEX%=Aq$nPG
zZfIXY-DaPanG1!OL@C9&FleG%ijUCSkyGjNDUo=}{ea-CvlJX;qUpXOn)nlF^)+jj
zEidaRW6Mgz_>_5bdAJLITeuUxk((q*V0~(y-S$95hr@R5hY(pC^&s|!H|bis>d9L4
z#OK$b7W@&yK$iiyq>Lx+(NFUlrx6N)+9-#00~3i9rM<va40yRSv9t~$vR+yOuRQr^
zjdsdKBo&-dmKGH;$OEhcl~Tj7@zu&Fex)=U3Wj`1b_@oDO;WU_6YUZY<MjuAv+~t9
zXH?FbK6GsVtRK!EotXBY=;50;pZC*8b9MagnJ-`az}v;;W#?U$YeQq#Y?!2ogIBQ)
z6R$nzGP1sL-q2sT|K{Ih>ew^roE0xqQ81?~RUqeQMZ<XM_6Qa^LIi{}O6Yl7L9Jgc
zkd*>CRv<?m8DjIWtq|A|kR@a)TNbhlxpwwSjw`Pi&!%H%vQx$B#b=kCRW_yK0=8A0
zS3JA&R-Zdb3J*ki${eBG5mJs&;Rs2pSJugvQ0@pRN2nl~$|*#u)KX=*jIAi2;2D=Z
ztNiTRxn@gpR{2upa&3uwk^j>0waQ9urDv6XRatxaT6Vp1tG3>AyMA-oP33oKn?0KY
zaXV}tok$tcR76fyp%lYZMGUTfY>K%Qphp{hZS>YCj+O_t(ea9MRL%$ae5sU=kCx-{
zAWNweDH~+1`Ucr$=_IDwe(S$zW^{R(TT}Q%tT-N(M1f<mfXd5C;h4b3qoX4kVnZ8&
zd-MmH(X;?W0}36Ps2MFl%h4tzpgy!cqmGW7KHqm{ksI^Gq&4!6GzFgETzSM)+mR{L
z{8U>x#Z;jxLOb1VJgbU44>jScNPR**#bY@$XrYf#${>*s`Ig}zfRUg5V_ZmpqG+sL
z6w1yxOp~E@wcYV#wB$~fY3hU78uHsEHOEL#c|-KqX2^_*R+1)d8@6#&_=Z}1bSH|U
z(b3>&o~Cq0E5SHrLqXQ5NP@Xq69?nCq24a)meC&$vDTN_HTr-*6y!qGo{4))&D*KX
ze|gmvPhZeHZ*p$wcYm<>$DjY?(SNSxcYC%ywf*7rB=p{#j+JXqKKN4Zi~G<!`VViP
z{hju+&R(1hU0gHq(Mzv*;gTQx<_7m|cieE%%!Y;~m6Lm}zUuY%D?cT9r8;1>yUAQM
z6rvHV;6SeE2!c~(5dY6AgWyyd#Q&qp0Qk-0I4B!K|F=7GA8zk5t*KQz1ry;~GAA0L
z9%R>bKFKH)=Or8DKX>wNe|FG*z(Mz%mB}GjlzQ(gOuf;cu^Bv^J)+a!U1+k)HTl12
zHzNu3XCWY{p!izfWG}g*zX##V6?5xzQC{1&?Zg+P?;eJDj#S0`XtMR|Cn?VyZjSVd
z#0C58`q(&bvNVM|SGwBs1pkRgR2l3g%ZCNoKf+=93k<?PTpIAFuoKbad_<3RyGnY<
zis*6H3?ehw9K;KP%Yz+3Hu#NELT`&k3#Lv!!e!cP>MZZ+a%{(y_nt1!&Y)S|)0Ow0
zu55rr_QT%O%1qDDvv!doAH2~pp@zf>f*1O>cc~yVSg}H95*(lguN|+^>H;k^c)11p
zFUg&J>$kZR%lDtNZPnYo{O*ArALa%gy#r~VvNH!dpYQqpe)>xhj0`Mn3Ryde&!ig6
zk8&13I<A2O!FD;)h<eP4yv&RUi3{sApXXhU)0x<vw*z_Tv%J@n9J#y2<=3?5?CTzJ
z4x%!9&I)z}SH#H{k<;wioT$vH?txH{*v%NEzE2}d7sJaEk1${R;X(bwgWiS)#>zsF
zso!O_JgR0Y*>YE{TBj~hZ<TJ9H>vy7qpD)6%_`=wB4K+vyo^+Z=AE0G=;TBAwo8^x
ziT6tq&w%k^-j6Xa!>v9wU5q4ODxpiUM2mKn>1GLaNSh>hk5ER#nacEhj5gw*V~oiW
zugN#_xQ<`IZ{qjyM|qy_!?$!P3$|LR#5VH#0^}9etzYzr6!nL#U-hu(M3O0yR;tiH
zoDS?{JfMVs@01Nhc9Ngux1ALW)3#T_*%Q7ym;M?V`Tx_<!~t2}bn2Q*3fR3oBS}so
zhr|>K)L<n88xTHY@a5m5Rbxs@N23id4({i7pM0ld`8C&YRkUshA%J)_VgL9a){0$^
zqgya`V1c%ZxC^w*Gc=e#gB@{(qi>$!S-6~#uR|0lo~6)^H)I_F?&q*7H(bKeNl$@(
zdI}t{I`kIYMzf~~+j6F%rHV;;tBn6g*q6XZQD*zrSNp#7R=p+NNxGAe4qMV81fwaG
zO_5Es6(ouZDvL@G5l0>Is^Bi;Jg&|PF4viHV@X&>bj+J!oS&mUm~pvR<|@pHyNvwi
zGF(NHyze_z)m=gFdnnbXJDu*L>U?MUpL70SeY}Gjhkez!_}SD{>+I0f_(jx()<vNU
z<L0B{qXuooNg2(AqZg^PnkbnlM2lQeoy1L2r$^7{&Q~vvF5(uc%c85eRqD-AgNqV$
zK7@l<gNAF~<$`B61SLfKsu`B!XkNhDCu8#?X}V#kk#HzPHuH<)yt=cOqvBcesD>=^
z=**9bQkLQf`yIB!h>CNfSRIW=qS1Irm89xu2#X<0HH@rjMNHEQNvar+a)xDMV~kIU
zW8$V^ND@{9d`|ID$g(IgY1>J2qJ-v9S$xIjP*MEXp*S>WXO?vOB@(;QecRmRp*xwF
zF_4T83?vf+@tKnsPx`2wG58=jNftcTI={ttMi3Go{(#kTy>9N^iw~W9eJOarYHnaP
zw*reIB$JUAcM0V2&zgexIjjT^bk{3C=v5ugA$%za$~7yysWRLd@QIG5hOjNbw+zuy
z(d!r{(7C%-!tPoLhwwwV71bfqIgHTH2XFqv!CZ2@jO@?;JgY7}@}u7kUb|=TwFbeC
z48DqOdDkNwKhH7m4<rY__^<o=nCDMSVY~0oE}r_$6P`ss8?US|a}i`33S|b$6^1YO
zm8^32x?Wi~q4JAjrTLxX%S*@qsaDA*!g2pa>02p=(^SF%W&*_&dPHbMcsy!n#*5>n
z@!ABvEz};CLt#>r4v~ZI6{0ooF<78>mXiu~)~{jTh;CHqdUk}+s5I&Ip>ga4ae_iV
zahiBO+bu3o=IiH&u0o61rQ$MWiM}{=1N%LZqzyNQZVazu?-lNqH?q6MU7=UlSH*v4
z|3iFNe<$=Y`-%98{!yrz2QnDd!f|?x92JoqvBCVRmk8dPRa7b(G2^nulN|gLM<<fW
zQ?!O%3{3+nPxKY5g}Xev@ye7WMD|H!a6A?^bWKC1sac_LSi!fA))Yn!%L?L6IxNZI
zaF&v=i<TH#)3PcPQB?-J7lxtfu%@XhC611wC|+q<)lq3|$1dHKl{d)!G9&LsyLVjb
zd6M0Z%=bCwY;&K<nD|YOoTU<x=x=L?Cn?N4M%G_<{KLeN?jzk;fF;;HYz?mGhAlTT
zaE<>M23cX9;@;qcyTbO)1NY$Ko8>hDnY%)22#F3vvi5kYBScz*QypRVfhCidsSdF=
z)j{Yjx2H*6s^7_^JHj}_XYgN5kJ+8!P|QAEl(59GSW-w`VpIr!W~f6^t7=Y1R8>u<
zA`^)wk{Y)0YhfF|MkE?b!&hl=+0H{frzR$;U7AQLhqPC(AaDVy_&I;oN_6|6`Z1E{
z){Q+2HM}`6Ko^b<K9s2$8y(z0pQL{?c=rumvoAz<4a_+CHLZ+nn_WGK$X*6s{H4+h
zA^uW0FT7E)5J&>FKoa1EMCEA`l`nfkG%PABb6~JI5S<wI;<J;1`0PX=ldQyQhTnkU
zCok&%CwbXb5~T?Ydm6rPANPiAvSvSabS$t5d|=2yB6wRImh*o&r(uC@#D@@G#bT2@
zT4%3DSMygZ@AE8KAG|0?JTLK#B&(#SIV&p>Syp(4mly&R#K@~mmPR<hLcFT*2&WuK
z*-a-LNtW@F!Ev6xn~pn@DxK%ZYh@ZQiXD!oC~B5s&YML)1dC&bLs-uuJ_zP0kRYjE
zQuH@3O`_vFHQie<5S)`-=m;V5Bo7~vT&R=qc3Q5dT0g2#5OMUy!DI@N){}V@6Cb8;
zwXqjT2PRQORZ`g(u=!<%j=A%6Buz#Deo4?8g8$-$@&2|1!L{anr_y@PW;;@N0(Z&F
z6`UYcG!_^zAQh`<two<U@Y)xsX7=PWFG1<Q4eX+?VP*_Yx#gDYH=r#idk20<a)S{#
zyWL836U}vFv_L$6DlN+PQb;GO)zGZsG&EJ5CNZ+8NM5Y$=qjaaNU2tFa8k`<>p0Na
zHL%ySjD=@deE$$)C7BgvxxT8V*eIi~ajKO?EDlRpxlu_M5jha;>BWyM(V{SU75@rX
zE%3A=S7Vzf??HrrkHxn(MG0d>2M5^as9g$Dk~*R|eh!t;NM4IWj~U0XaU)&9oimR0
zbef0FljTO~POAg1FOcN*5UZz~Ui7eX9?Y;q?~X**)^wnF4KY{m??`mewQ!RPVE^##
zpk!!I#W6C^L0-&zd2yiy82-?>c9I+;p(Z+l{&M!TlmCZJo_uv4^UFTwnMLP3_uNV0
zD(GIhZ*U16hl#hVAX6@|Oaaj*#}_CegmqoupJ%x|qIkDClk|y`#Q$0GXIFcqn}ocv
z6Y}<QD}HJl#leUsrIWVj(c70Js!|HHYNB;kYxF+!z`O4bE)nKz{QBLE_#+zzm!Lj4
z6R=i}&2j~SHyOHsLsOo^S=I9_lNU%Mq9eoEJS+WVKJ;IG=P4i>P66q>OOwD?P65@l
zwOVy;HK=d!`gh+&4-78Z$Tw`HXzHAyPuMhj2GvNlGqrFQ&5|ZHCA4JI2(789LmL-u
zPfch#yQy32Zd$4>X<9huUTxioAIE-@{FN4M^jiWOfT@s3PbHpi+?m+ZxHqw{@z2rs
z8pTO5R88PBizMx#P-V8Rjf5hzh?KE2@j`P`v4ibsKAWA^ToUIMt`wIPR;%mPSJkhz
zuM1Xt5notybgpQ()I{Q!j<{|FJt93?@6sRAH|aw<w@Kfkf2lM29^VM>D(R}nqWYQ7
zt9s0d5XLqgrmA(GOkL~so`=xmVE=cNbUn@3yXmKU<8Ja!@cm|4KJ$Y3#z;C%?uPeo
zp(Z!TEonv>ahZ7;HPIZ_#qw3aZ=Cc>s!ECC!5HRias*280N*cMC?&^|JDelE=!6L&
zM=CJndge&~q(V+R2Pd5K@ul2u`eH|Ka0ts)wth_gmU^y(RCEaPSigJd9aq@nXJEah
z`mr6*Nl{%_9MjR?L2vFr9X4T>As=pwey5I|kJpa&$&^O>N!@7IFgaFfbnaz-A5Ula
zE}rHiKE4qt^D()fGpfYvP+9@|&&Q#r0vr!K)O>jz>MPJB&yO8nX=^6*el7-DD45t>
z03+j(GO`18;KGL=5;W&<q3Z~Kdf4T*EB|tji!gVTM`XdmlWsn$C$)=W3I$cwN9<-s
zk}`3+L1tP&W|X*Xrz0*Wmr(9@?}C9dDD;ssA2gg2gtQ(0Yb!Rm^fhPD0GY<3gju<+
zp5X<ZcE_#po0!f;zh1iK#i`d%Yg=~UD%3jp?%Qsv+8V!h|2=m<J=>J*+85LI<$JGN
z&~nX^s~@kgy5oW=&)hZh_L&h~OXl+OwIffT*Awr#Z@P2YIiuDb{pPOI$D{We(`Mt0
z(bE=QJnQruN&RmfUdN>S$E2$05Uk^y5vLkCu8o__ab20M89I}xO}D1cOs~jn$nX=w
zow3g3xv_JT-D0<Pk<lHyB)L>vu3c?h8@o2ypLth3U>`{QE&PT3MdE|1Lz$sWBFl|7
zMn}eQU53M*Ys}`Z<PKE*lRaUoW>jafF;1m%;3h}Yx<W=FD<znCAlWaEMLM;mcy7Of
zOvO<aDr*(iow`zB%_?!P@9(%@jXdf%9=mj=3gOU!GB5!1M3t0P*bRG1Xt_$bvt+eW
zA;0Z|)%>;(*6kAlY__!wTQDAPSfa$_X}TYw4QMmkijE>SgSyZx#2^Cbl0}OMfk+iu
zUI?@s0SbyjM7t4aH%V{$$g+aB#>gq7I1H=6P$x=MPi-FtSQ5ou=}v^eYlpG&4-8)r
zZaKRPh9=#xre`Hq=sqNydekKfP*^?%E`S$Y0{TLS4;*9vV~uNVsivbQRae`<MC<_T
z#mHaut=x9`mL6yDA1}SQj4odAgVoRe+YPIq<z5*0=R>m|`s4M3Uk<+WGxV=7UvS?W
zukC+@%;3)+`h+=x{YH|$%#CL3p`(6$Ec-*?k}nv(VEO{NML|TdsNZHFgP70R)C!8B
z*ic##;%QbvdQ=d}wHDx73&2VtnB-auu<GA<>lG+2nR~li$Y0=`kW`dOpA|mKo*SNP
zFAOiVe?tF+`LXt-`D9WRwS>HsUcxNpZctZfYqh7;9nwyDhpNWZb?OH+qt{+)TxZ;7
zFb2YIz^NYtvjPk8X>Fi3Q-`RdltdYZLRHQ&jZYmYYAfKHujWR{$mt^Zo7xlw-Hyis
zzTxlXw^2EzkiqdYLdekzZW+<>^cgwcRYT)kE1bnIfu1>_WYa*klAu~=r=z~{j{2${
z^^A8-DVp0Spp4KZ(1H&AR5JMh0lc!{)2#`rw|s=Lsp8&p*}_%BzyQihZwqGNV;esY
z|8(Us(s{AcA7{d*)9gNs|A%T7R@ixEl2$T18p0kT#Ku8maY_{e)2j&OiMhb+C~!Fy
zfi1UOmLdwwbZ)Eq^7#XU|Go0ld!GBx%$CG$^Y4E8$vc-mi0-m??L$>aeiqTUZ+R@W
zZ29lreCN0Sf-U6~thoo>DRDXsmhu*vX0^Ol)Fx?MTcj<0A$`7lUSw|iDtZyOSh^yz
zFx{Vdi+el#UgE>>hmkMs&l4YlMT})Kg(NYf)04!e3Zv+pHYzrOZqugIleH<4v(p#K
zCG9HhL;mB~33N<1QIydY)4-Ne5iAOuO6+qc%EL@$nMonuil{x641vm9#xSdDe5bnQ
zN=Du^_gl!c9BZMq*1~p`EEU(fS|MV-EQnx;owazfuq?2)78G@ePFOn83Cr(Pw)~D{
zYma|+*s!h&iDhy=pUKbFvYn++PVg)2q|=0G-f5+mg?++7VMt(!_RSI)p&FJj1O`I2
zyR<<gAvhC~ppl8{;_QH(Bv=B}a>}L=UUbJtu)XX&?3H=Q--@9m-M6W23^9^8onx>`
z(J5JREu|tDuBGg14Rt`MT+>EeJofRfwvpEUAYIV-#d~ji`-Y`&-LddrNB0h7pS@xA
zzy0#&HIJ?P`TgHKu?aEv&Y4K-C#KM$*Z=sxUpeslUgDdlW8YkjZDkZ|T+EI1GgLZ?
zbM9`gTe?75%q-)slNKvt)MfmKYkt@{k4RN%;EW5s%bkcEPqJe}6B1+76GJnS6Vr1-
z3lit0FAH6hyez$jUlTn}ACH?<3>lhj&yJA-91}|$8_dlnZJKN<Eeq5O^wVUm`d+Nx
zfm>~2o3k;D?HC!7KKlPA=k6`pj)p^0sLg3U@ulWZ`vAryH8d5sYDi0F$n;CTzDOQ-
zk+3s^GO;~=K)kaQYc2bO$~d*?`)M;LIJu^xuP?rud1lHflt?3gS%uP|LatFugYv)-
z9Z{j-uC}`Xtu=@7YgnC*13cvy2+7cv$J5g}(9`L0(|Gg*Fc*??swi+#Yq2-r#&|+M
zwVz;5tQjLZrY$!qbBsxc8B=D%o_Ui~VBTcGAC15ClJ3z3t95jDPr$^vU7``821<{p
z21xCA=8_kh|NiSw2fsv-|9l(i=;SBz_PegQf8YQ;M;%|f=ayfglKn&<%HSA9MU8{+
z4}NWCx4dvQ+PLnltDhn{Zy2lLTJBBCMwhtVq7exhiP4EM2`8~4@e}o@+OIS*sWoa_
z6a5J`0YG6gQ>+p-Mm5qhiqeHhm}PiM-V{NRp|E?ic9p^oTcH>54T9~>!7DhGU@3-v
z7(okn@7VE0Xyq=XGsO)QN;t#>B^(W#AP+Ta1jMM87$vIN!;SvowN6F6)~U}Ru7W`j
z;1b_GbONXisVCxz7tsq;4RsvJln*YI?|A|Cg6RZ9ainmh+r^m(add~}j@d>`i<bmm
z#956gg;JEo8!1#k?%plfgse>MpyXJX6y-<uEoXSyfbJ(5d2N9$ZvTE=TPxXl1=|kn
zsED765`xt2n>K}$cdR~lL27)<d6V|-V}5*p&$8l_3qwDXr!2hu{*#1@hdOg`4)Ynd
z6ND*j1l*^Eio!*jm3-t}Wpad<suESrN`0icu0t6YIY*fiDG3)TS1Tvve@69Db<GWD
z)Sc0AZo`J=&CSBNnsFn#nx`mJY9^03zvlcAON1+Gt{Abfd2RE7hEHn#UiW2#WykpF
zZhBi^V>&EAq+@2OF%ajh1%<|`E`6(Ga_O`oPp(a?axB`KZzYW0K^E_S1gL_1>bYD=
z&d1~XZDiVxz0h83v(5M}(ib#?7qY<%*<~+egBK!vlJM$ht`{QjBK(q`7qZ<sA1q*p
zc_Lt=PI%v`mh4pq%2Tx&Um-KTLS{ULv`d-X%f>$ApfO~y8KcXXg=0M5tQelB8dWmD
ztQbk6c1A6b7pBP>xeT!ecqSuJXkJxAoKs<D#j^Bx-8*K`KY@b+i*uZCuO9Zezz)03
z2t7D3!qE_3q%nq~!f6g7d3?pyT40LCSDlZB8^Lyj-K^9N>#>c(76hxDP52og&unmc
zzlh(m+x+3kAlKcMTa=cwR^57cTt}<7{^jVke|q4>?>)8nFPne!*^i#O^_E{g_q{d0
zyeK&*-?C_a`_}tV=X;MLbpNAkPcHpx-<oHbra$$+{QB=+`5mz*>nV!)1iDRLb!V_+
zczs80GP8Hcfy_S7wlR~L7c>@LirR^yEn2D-VK_t?X-<eJvN|lDQ3G0~`mv4EP*U@f
z(>ks=B%yu@#UPl8IY7<P2*(If9*Mvx7Las6awjFp`y@c2VXq6oeI(K`0?8tw^?>Kc
zcfwrPOlXp^i{px0V@G53irD7Z*4R*tjnNTbi6XwDM11{<<lWH}6QABuvav`OFPcMS
zPphF5{*c-U#|CT0`jg&)0hJSOVo1?ozGz5CXGW*ajt67xo`OH--BUO=T&sLy9XBZ?
zU^&<^o!5oD&Z{Y;iP(Zs1l+!zDv%8lQacryk{J$Lt}%VfIRW`eqCbf2@`_t^7N`p!
zwbu82zkl`f)BA2%Hv552oDTlu;qE7YI&dld*!r92K6vZE9&EMl#tP9%X2U6gmfh)a
z`P6QK3X2yOCMLYn$H@R-R*|`Y%=&U)iB|kP-4}RY5U^1G(1Ad9Rgt-X%mz9iSnuvK
zzQFr}fQ7)BRw_mnnG48l8Rly*N#n?Uo+WLNHcMNje(9ieR1zpDBdw6uN}Ifw4oO3j
zoRM(CC$Kal@ywo~e(w{SO3e2W#dAC>^Fp4Z*iGzab}QS@9%A`^_9#nJY?j@RpRufq
zGtd{XWmRKA)mWLF0t-%)^_?c`ccifdm5_<ru`|U}6>cT$a!1sv5ZvIddu6bYH~dd(
z7b|l-q3(kXcig?F2zMV=sk{67`q<C+?fWLm)_-$=qK6(IoP#ESzJ$;^S6|9guD+m_
zo5g%V4|bOf?>A9>K`Xz<U$l%bsJ@_i;bp$Wa(V7Fwv}7Qakj{D0?X1Y7p9P=&`d;S
zElv>v_oNQ)iNXtM%h-TpAlt@%K+DVW1_fo5E@hU&kU3SSo!kR&ZWUl51wc=w8t^NX
z+y+Gi<O;lrk_bnhtC@PLA0bFk=S-87k9(-D83gz#03k^Ej##a&>rK%m0n$a&s25E+
zg(O`_QSORAr3pN>%@XjccckT(p#*PL!Mj(;-C=;Vy%GNHb$x?Z*N)4ykLzol_{iDp
zr+@m>*Ej!2Kl@>J!8e=t&RB%a9bWg$S7fH13AyuzdbuhpeOK2SERu3QTMp;T+Xr|X
z3OMN!@1}r!iJvbqhW20Fah{QU)--o6LG}g77sw=|19J@*FgMC{h|h+hJbJV@)IiFm
zNBi(&h=UiP9pb2SCw_%zS&rq~rKwmQ_>uBO@{P<5@&V=pUU-T}b$q>$7d!azQkOPM
zo5#-MFB0ZSx3V{JKayVI|IEI_ALc(5{+s_=jD}>HV;Ghu1O1YSpGcyZcgOe{md(4P
z{W4zWEa`D$Inr39D3r|ZMusDCER;oRMe;0~1$@SIhub#bM5;2w@2jz*dUS?Lo+>Y&
zvf9&SCMr6Q5RSFGs9D%j6WWHc;Eq5)DVNFuECqo{vHJlWhyu8ZN~qdjYo=Zq)J#xJ
zFN7uy%RR?Q!}77hk#dUzPP^?6Qs`s-!GFR4AYe@uI~h27B}{F)gfh~d3@ybqGEUju
zGtb@7z>%fqst!r4s_G;Y``fF?;Qm|Nv+%I3#@n_4=4pE<uMvVD>fc@iLzmlQ<l+78
zCXD;z2Y9B!!#2gA$0aBf`Kr)+ED|Fz{B4m)CmhHm$o4q-<uA6S+_$6dd2R`z(qs+8
zmxhe3HcPQ0cBw4yx>C1=%x46Eb_M}kK=kydgG<rN?+-q98~4J=7tz+i)dP#@%=ZS#
zo@sYr|Je@QDz|^zdzRY-zQb3Z;uFhn{SFU!il+;F>bLybt`Z0C3s_Xz$GdDQ#WweG
z%vkr)-CDKZ$>W&M;4<7M?jXm`!iS?Ali^lyYq=qg#g{~;88=8Gp9H~D6lX`9DAZ3K
zC3~b+BBrk@5mQwlVse$!&HY3#@$<W?hlcz<YtNZcGuh$JjCeCB*SZWW@a$W@tCy19
zo9ErOJNkf(#f@_LdYq5dG1o!w*TYmeV9d;6Q<N3i3dmJ~E1V9<seqge$W;Nh)pS5k
z1>|HvRs$`>T0qtVvJsHOfppCb$f1C21>|rbKo17%p@3`!WX&7&6a9%l(x>9gP_$y6
zJ<J}K{%U`i<=*CwXK7o^)=BYHR$`dC>NFoE8J2+fx@5wX_vg`u{N_BJ$4*wyZ?KTX
z0&WR&h89#z0k@0*K{af>MbyNi0lfqtYeB8l@&`*R80K!&-5d8or^+aoR~*tx@%)Aq
zO2Id!%HNcNZ%Pr;3X6PG3PSi4VCN}fRUxTJspLCTetkBDziKB%x7PVzQs<lJI?p^u
zN_Ba(pF*UpKxZgoq!}>MRo^nw5JXThFLOBQV<5+z2&53M`s=RU&gFNbHNB?>6>fnE
z^3XupsXIv2NuCct&sxt)m&m0HHf<&|lmR|6U5$k6BdV1`AuZ}B7(PPwKZb~oY|2S&
zDiN<laUimDxgtmmUya4>%Xv4kZ6Q-+{yL1p5Q+`#?U0ZFm=a7)9&34O>FP%^-~Z#!
zpYE+&aK?)N)pyaNb8nx()^D77>E#!_uw~~!1O2n*mrmID<iI2J_BCr}|M&+3@A}#6
zM|fSw&_{r>ggJ%})4w!#n;$SAhmSJH!#qpkgIcV&H<{>BbAS9$d??Ol#fTn>g>d$Y
z_?RYZx~dOLVfDbu*UKqvx}@jgkg>)gdsQHBRUmIw%6Y2-_D-pVcR*1S0!GMN@$;{}
zBB$(CKaaa(v<jrg3c~*@Gvma*CP@w(KN_c3#5c#c#{1)JoS|EzF<<v$zBb1ExGM%0
z`gosZdGs;gnYzlSq^?#Vb!9z!-0y@=O@(LLK!jfY<0iAmAe|ldgM!Zl1q=*bM=JSj
zjJG6Nlm(gL&3cR1Q^=4*p4t%tyB-oeq#Q|;V_3NuE(9vY`B+I=oxJ*dK$q4(e#3hU
zADeB;eND@zUH=QV{*f({SIlU+b>Mn>-L=<DeE9W&7qOF?H1rAEfVD-V5@?9%%g$)r
z8)p6lYzo=q!dXnD1pFW*$O&~SKTRz0^Tez8C8Ag~Cxj-%+TxSV>7nVd$?*l;0_i-n
zJJcOJFMbVojkL(TCUi|~QT#>}m3U6Om^q(2U%psf&Mf8@%ga^SPP2lAEo5XE_7(|L
zfFfn=%`8Q7DZtrMpl(8WGe!aGJYMP4FR6pz5h}RbV|b(sAoM$WE?*oYAWATWtiTB6
zb`nw?JcunN%wG^_AIrM0WaVT{_X>{_@fx61ouIqGc1%GPmr8?D0cP(RFEHK|aEnn6
z{%T?sY0585RyOcdy;2i3Hc8-pZ{N<KCYe2jZXBL=57#fB!GV;7py_NbH&?oxyIf*P
zm<NVxn_{_@A%(Tw4LgMZsYAQFMG>I&L1=B#llT1oFDQ2N=l2~PJo4-9>(_1Xy=(n;
zI*b|~Ts`>Lfj2(?7gUY3*I#@6PrrZdkNBUoesBp}gS9F|Rin4T3awJjk>=^<bd&AM
zZq3q}><G24swLV|b!OFy?1rp3!Jd#h$37=DPrO)NU@u556_=??%xmmrss8Mnk@w>7
zCEu(*964NlC_9vm)v*P$5N%^8m{Ztu%=zYr%I8&sref(#EKS-p_*hz3C_OPup%MXw
zN|Y5UT}tHk%gB@+d7->kX0xDHS;rgB`pE6`l;i%emY<)M36I>C4VkPG0|vKNp>QkR
zS}7p<CdsQLI*C#!Pf_39f#Ek^n1RL%b6DfW@lzWwpxF%jDrmgOOl^;&VVxJ{#*4zS
z!{6??a5)4zhPPZ$x~0bep4Am>a`^OaW@Oom0iXt5f1VGEMI*2WLxaTx6lVRC6CS?$
z?)^(|IC%5?helaXtzPrYFIHW@ZEy+q(!F!$+&}c_6NBH}ckYCNZ<r_F*!$Ysul@1g
zvDQo*T*4f}T4Pda^c&Ec<qBP(o8qU@)9IU3zAM_5n4Z{By}6nzhKs4L>Pg{Askz~~
zsVl-)q!w1Mt$vGtJM<C%srp&m96{Hrg=h!erk+htQRmZ3=y%n>#6O6An)oPnk~R>l
zMUrVn(D_K3#j0ZKt<*4Wp@uawRG@!~6rc@c8ji8hSZlD=0R2~kz8C=g8)fL<0O;QU
z=-+@q3PAT5xr2twBf-0Ghe1DMmE|kVsoVZKcFD?ptHyjvM}yN?5^`Yv0NfV<+!tbQ
zqU}}-tEx|h^*vNS0O|XH{;|$)>xZizh>d`Hu!_!WN)psV8Ll44@|qgPd2s!(Dsyww
zBNx0h_~mtPe*gD9j}O#5yXN|*wyeJ4iNPhbc-l-f3JIGB?|ACL6K65cz46BH{_xg2
ze;{$qT@*#Xg0;g!u*aTr+UPJcSyaas*|XTW?3L^)mX|D15+yBcNgBn7NC9I&$x`D6
z5s9_gFbdPPr|zU2yxRXW=3UO<zH+PpXF!<0K;XcGjUN`Xy0AANz#3+TrtbYN*!!^A
zeQYJ6879}b!`}muGGAS<1AABZO4Oa&MS@BkODemWae-Je7)QFLI05_oyB<GdN!P`f
zoN?xvr(F`MX6qm8nKt1U4O6=ot{ixaT*I!RPnd1^8jfMBAsa83H_N#~g5X^3p!SV{
zB@o<{rheEKZ525ekm~|+Z9uLG$k}obc}t0{jnqz%&XFeNO0|n?Z;>99?#w+Eex~`i
zj3(L1xIJci^E)<|qA#FnvjxfV1>yo}fxJLjpf1psic6)X@=|4~x>W0{?`tr~pm%P>
zxZHesp0cQZQRAw*Rk^jfAId*fA8vf4dE=NT<zJ~!G(6eZTmSp|SfiiJ)%rr6FXVio
z(S_l>_Yk4Z7jnK(MP^Gv)gAN2hP*1X$!vX;RYp}MN$IgR(F|=WiLS(~#HEQXiG2y)
zNMsV%B@QOoOyZ#gop=eWQ50)9bTBv(@^+JO(wS&KqA6q|U`OqZ#EQ__K&T=S8nvKm
zc@<rijtZ>XPzzA`M?M_>krO7m$fidrnIuZ)5>7Z?Y$3ni0>$aLdn9He0XwfJvg9`t
zS@K&6K<E<CW<Y*AQF1*eeQ{-Mw-+0nCj5Cj(jEJoP!suT@-a<5^GK6#<eFT%RV?iB
zZ+dU3DGBFN)6i60*wWuZceSi-p<771MvjWR*&!^Sta}@<S0(~ELn7=VCz<ukW2}_T
z8Q>@l_=gx-&*q*WDI}JFOUo;9x}z|TRWfQ1`ru(=tk*|@?O||d2OMV<j;x&Nx9S!O
zJ*1l=kWwBY?O+A6>vRwF=@Jx%a2k+@GS{{3#`;df$m%*S(p+zuAv0_;e65yEQBtFj
zLflAvsE**LHF{l&s;$#hafF;gjSZ5_7uXb)F{?;c;4)mp0g}<C!tJ-;P6cc?sbq9l
zUO;YgN+DFG)Yn&yayRH5r6iKcXcfeN(MmHg+4cF<-FX}88%EJ>#c}Q5VokvR5uzz5
z!**>q?z#DvHEsDHzVf446UR6GVD7Ci&9}Cy*DtwcX)HE6b?3{El$N}5>%Mo<>FH%F
z7f(99E}m~W`}UbrZ)(gGrrms1{JaI{wb!Mq!g8*4;w=m2Z@TbVY^`!b|Dc<=A5k{C
z77(iJFhochHeg<ng@DWlWSQ_N*Ar~K-^pQNZ30n9)nvp_F;glSGL9M<#V~8BTBLnP
z_~wy4*5dF@MMHu(S(?01SRt$xHV7<*(}&H%R-s?mFYrL{<}tk;gLNPf9tG&~bdefQ
z@VMVjfKHRdgan(UG~neYZUQE}Krf}@Xxz3dPXYgMKzGC|pB^U8`UshnAkNxqZ8cvF
z5apz{F)?6!VidxH-r`8h5so-4U6#Oi%RFqX*wQlEO9b+^+ayNXJ*;-v0~go=Xft_k
z=jF?r@4T~j$BuBJvHG!1<{670r?0pl3Cjl`xPRb>Gn$jc&)k9i%ptZOpY|@df}SLe
zQ&GD}XTvc<n{?Dkgd)X480ExpOhw_Cg59)*uRqlq8-_Z>0x?-EfI7tTaht#cNx&X#
zKppH5v|5yh4s7tzb{TK5BVN;mS0}dt(y|HOppi>HWTSo?*)x;CDM6ry<k2L(BDp!a
zH93@IljSm7xq#;t=XyyUzZ^J7h?26>e(8|JN`BxVl>-N_gfBzk9_G`aSPxi(1Z8q*
zW?~r7>(#=)4Jx=n1awY!c6fVcVl$IuO<glIGTlw~&R}?xRa2BET5j>Isp)oi)Dnks
zSotl0s~9E5gBo=CE!A$HU_(9B%<Kv&HPdy=+m}2s%T)Rl>)JVU9z3n@r+w3|nbmeZ
z{qR8V17oMonfuV)bjLRbuofgq9|hI|nZDv%GhqR02kN`29q3pY$`1zPVx<$C@N)#a
ztZh!DWRXXFnYJMZ6rH0BLG}h9Z`jqwA*$BukcrpUtPUv_N*6_Pps}m!#gE8)lnKTw
zRo4`$Mtp!gPpZuqsTe-sX9t|`H;yV&S$r_m5mcj8FLzLF@-%9yTtX#!o_LXTCAyMc
zA}*2EP&c9*>6^qg(v9+Zw4Pqa+#}pA-Yfl#dQ|#>{4Djj{1UZG*e1V9{a!vmy)A!1
zeIS2B9g~~!KSz#JF}abdm)qr8lp{-=6N(i%tj0yJ;v^By3Z4YJMBNP_4xzx`k!u0W
zbO2rBs{*gm9H%N|wB)@4zBc&p8-+It)aWv~MY}ABVqTIXk|a|MP3PUAe@>Pu*`46$
z1zBP!#En*wS}Qt^BdwKaX*WvkaJaP`&0)!rvb2M0mCyc6)cHs<G0;8Gos1tj-0f|P
zSFWsC9mBb6$!McD)>8QsB$pt35^%4Bd=fAtA8tkH`N8GCIh@bL3t#+t@LINh;LfYA
zJAXBOH)ti9qTPkHGQ@rHBG#<3MiMmVH-QEn&8szf+u!&VCa&B|L6`ND8CGg4Yq04L
z-SU;8TPe`qrB{Y-jmkShfp>_NcMz}OpWd)l<er{Cb<eW_%9NAC09)^O47L1@P=Jd?
zth__`zl?ned=yo-_dU0&yQ-_ZYw5kyolbW;y(N%N(g{f*B+Zrp5eNbS0ud01NkAin
zEr6mRL>2{65!`S_9hdQeK!AwDCu*KMi{H%1=o9q)9xgLZ)c1z*jY>D)z15vXbbjA-
zI#sv2wtN5goO92)%Q*vA2!mW)uzhJ_C}j`2;>$rJ;Qed*6>pz$l}$<}rZ2rXXqrlY
zy3d`qiQ3I-<Ct1VrcL*`{GrQWR2ADVi2+ULa(fM_6Q{bw)Z~y;@hD9xarIbG7(fPM
z4}n%9)M_-SYaI;=U{+uiAw8^;YKIjX?)J3&!D;yqs%P!=7^g~o1NxIqvOq2y5%5H1
zj&iTUC~8D&p)b@m+m}#i!=}sf70d3-)UbT~cvem^t2OA%T9?jg(y)lt>UDaNH_6D%
zSU5ND(r1b}D8S|Nd15gt;fC`g#Ia0`HqK4rYxQHK8fBtsj&!|g3Ac#9$<(1;%dOyF
z(w>lxnf|W*Q5V)LVH7ro#IO`HMJ;8h)U=x4!tZ4sGCTv%;%D{0F&st5v?s*3*blTH
z>b_*Zl)f-s*8ZS#>s1$k26ZcIQ%eR@>ap6(n-(iBL6le%Qh1IJa8f{|T~{K<7{L%Q
zc3=G<UP_xWBasfdYX6iGEM~2sSAs&GGM&9%n5!&R)+^f-K@nIYD`<73D&|^`B+<Of
z(Uco7`4at0sm|o<idz`fQwgWh2?DP-7z9~Shz3!6M1xGk5SS2e5+u?4y29~ZPBEGC
zG@M1F;Y3o;0i$R!8bw}_q&$JQklU&IlC&g47&sHlONv1>s@XFU9e_q@qN2?tQU9`n
z<vZC3G(5>2Mut%HGjYK?MSwP816?DIXT)_=6lha6DAd)|jJRIbz<hOhm?6UNnWONX
z`MW07sBliY+}P+KMgjR!A=v2nW!EKXsi>&if5CGJC(0G{zcan$xc0@YY5mK^jb4Kn
z|L*Fi#Gw3?@c+3kR3Ldxec{N}_2acK7Ec@SUcz5JcZe$h^>^R2+81MkU7PS%KRv{G
zQzuP74UtHlES@_?OfK?5($bte%oWhr97bjMMC$eZZ|uL_KKOR!>ZeBpFY870e0rh;
zedr&Knaa@+lj`5~ka=KDdupVca;WNd{HNB=Kl{+;L2Vt(cGZ6h6Jnq?`SOY9s@T|b
zFYPZGdF)`a>*ePn=Sg$%$R*_+d`n{QyQgu}k00UnN3WcvTCGI%ng1p&hm7-5`iyZv
z63gO%W0RjavKp+QSS8SFS*+7yt&y;Tq#EE-G*9IQH3XgOxMTt;+nI{zQ0FXfkoK^9
z_<iET(kaa;?J4eENhif^<r$1wXEkQXB`{onC)}&&qo$ecY;LxGmiQ3t753_n<8H%S
z`gg?l<d2v?>fSg0hy0mfG7b16F)5P6DEIjzp(#oAM<NJV`*VLJO<FCJ@<^i9sXj?0
zNv1AIB*`fE`y-JBt%M~(egnOs!*ZbCBgq>^Fa`!YCDF>NQxai{2}~1=w;QqrX@ORE
zdt4wY!|}MbPJ4$MBy>z%^fI^O>?s8L3Ceo43$5{TN{b*$g#4L&x%X%ONAmL;(`?ds
zo1Ah$B1xU9&yk+gmh3py4@pIu)Vf4RX1VGbM4wr1$hMa=<ewfN_La-312=0qWc$i>
zad&?#joIqJoH~6*)kfk56+WsQk;?t4vvPo#ohl}!bjA!50txO)?)%Rt^W8%NN6shj
zgY6eS8lL<!4ny+$nu5`>ACrc}8JIXb*+^;5mz>IcO=vCy|GU~_M{2Ea#%}*QxW2*9
zzJ$c~IYl!KG}&U`Sz}+q(0_gZfY#6E8d3wN?@|3^ZMcT4GX;yp=oz<DGHLZ%bKE3(
z^>KqYP2SFEUdDwC$LS2GOm}K`r`p82j!15hDDLg<^01{|Iw&x4W1P^CH(XFG(+y|P
znQTUfDWne>LdIc+Va5`1pP~<&!shX|*{0d%+13_Qi@C+xp<QL{P}W-3S~nZFDLYI%
z%v&vcg=h7@lV4U&SpFh>Vfni;A%AbV>h_q-4pHoPr)4wi-7Z!dE8QhAlC!@MsZLo_
zzrU<fNixW!bs@U2(_%IUOoD|RNCwh;1oVPMuNTa8@xNY6AAsDl8%N!*xUst%R~?lI
zB5_MMo*vg%nc^lq&-983o4R52F$uEKIF~?AshGvRh62MB15;<Xs=DbJeIzOogm6`t
z%e$U5B?Q6*4RcGVpN4^O$d@lU<x7prdNUkyubLv1*E_%p{NQP7lo!$tcxqo1i41lO
z$l#Y#USY3(Nd>$bc19J!ma7+!m6i+HrR5?K6GyG(O4?=aY-)$n5He}{AEcw_xehsL
zoRzq+)G0}VprWbj=&3QrP--@Rsp`xst*;Z6fLNOwEF*?gjJGR6jXrtvYZvmev-19{
zE4g%3PQm*6;^a-w$>AK=5-F1nC-$wpbNwp3<j1!Tj-EY@a!Hs-=06ZF5#ei<OW^0x
zA>v}asT;q|V-pmmyw047>qr7BJ?c!#*WwdNB7(!Zs9X-^!UU+s)%*nA6nQR8$J6-+
zU7frX7UG3`t8N{v;MeK4!)AV~?t8e5T~0m-5k5~>&Ognc2aZaO<Fd6Flg3L&os;`b
z<$#Cl1k4LU05H)%Fwh{%cmef^p%oSoCZ#r-PF1J!L;-h$)J3!rjrL_c2O-4KfdzF$
zJKOk#2uO^J^Tj*FZ$*vj_#ua$5?3JMc7THjrl2--6){NlD2|+xyuwGtCmr=kO>&eI
zG;t|UT{R>pXcuOM{8?2+;xlz!VcHgx#h!F{nRJ&TA&R3B2=cTqI)xrju_Q;Y9j7Q#
zC{v;Mmd#fE(ontO;$ca3dXn0GdE8a5<87{yR69OwFIPK81Y0?_kpB$ZfPkg55RV8%
zk?&>-jxMFPUfS(Ps<Vm?f}|XyX#FY2D8phtYZyP(J}WteS(JFSt)msb+RgCV-K!Hf
ztkXS0sH8kO6|dL)9_6CP)DfgfH4=nPl2VN6hI8n};(&>4Y#|$p<mMW(0$wv|xfCJ|
zv%CjfCMBS84tE8D%y7+t+|cmgf!y4AXeYv`CGXah_mm34k@TCmq`Le``7lYX7Vb?=
z`ADHd+6!AQLVAx+661PEO;#QVy<Uk;rIomJSS)6xovkt<5j74l?S`R0h4L{D21DhO
z7I?8nS2(^bSYMXaJXUX-*?7xBmLD}QtL(-h@##+NT`&nR!c(@v<dW%4BW2;S+KtH{
z#w}SfH2>uJ*8^jRJto_4dK{X!)nUp-QG(BM6`v<ly>`siua6L9BHgKdkW}9hf)7up
zij|XuJ#0r20HZhHQ^bJL?DKj>;{j8~aCabN8Ey(_L&L)dfE}(qfa>55Lh~&{9=S&i
z*j+Jz)1{x`q@-~oDA|dk?h}oYH}1O@C9sMZb0X%net(JDS6w=6SSelF8VUy0pX?rN
zvf1$RYhcpJ^Jlf+py39?gcm)D>$WBjm&{l^Qr16KyXl89ZJPt7N6)_=98>a`Y-@fz
zxp!+Fjo}IBa5M8RX$lL{7{Ro-sMEejSC?V5(lGNGl@fYUw3jq-hncuejapBuwOF0*
zWuYBwH$T|i^5BCl%@5);Ee|}<Lehj?zae~XLZ|6k6Y~7osaU^S4F*=Ipq2?sBXw2i
zy1{vvs~{$Z^Egw1-ZgyqclyQz{YxuDa<5%=6hM1wG%Qa9A)f}X>a@x<F{>~A|IKN*
zcp5I8Ijw#Woiz*Zux&)>FleZn0|`nH&d{iyo!KL6sX=q8QT`l7C-thHfk?fmLk0}t
zLY8fZcka8705OgE8*U)9q(^r2gZiAg`<(}!_#5sUGya78#Ej2!XU+H(?iDjW$Q?A}
z{oH;t-pTDW<J-C0&G<+DM+;ucFSXzXzQKYGyupGkW}dSfBt2rJ??vW&EE+KwDvYSY
z2;EQ@kDA-K4ctzS;lNyGsSu5Z3S!2^?HR@5O5n=)3Jj=%VRmA`PRFumQo}v!S_Ddj
z-_aO3G=-`fD-spGa&HPrxffEFD5Aj?3JcKkWy_Yqvh)WU36WyGUbI`xz{j~hB8{Go
zMb!YJRzIc7Qaj;b-=H*DUiIeA8B$uzzyp0Lw&(q)w^Y<cs_k=T4x|W{HO!y!WX;<u
zmI)Qh$tsrL^50r8@L<88a-W*<IqsYppW;rL@r&GxX8ddJ*Jiw%+ik`hxs7IgD|f3I
zFXk6p@HBo}8cWHbXOQK$W{RG{NI(?{oWTE<qdyb?ff%C-08y$i5JW>pdnM5sDWJxc
z7!%qfpoS22)7h%xNd@3#Rq|0VQw&b|nxdHK?c4tp&VD49EhEUPa1u(lm<>iWu#BT0
zPP&xC!fCk>;q=&`^vqYY^5zT~R>J(LFTwtUKsaJ*q{cRH+CYj*xjUG@!BmwpA5gIz
zwvOMyV<Qg<4lZ)vaQGy5mcx&52RPioE#)xJ5rQK~fSzE%m$ktL*hwer5QwZCd7cVF
z1&y~$=*sX|#{gZC^3&os!X-pOsi34p%iULMQef9ntnVkApHU2q`X$;xkSxFYCgUe%
zU{Gy3${s>h47L#C3NhVqTU;QtPM8*)?3tI~1?0$c60Rjo>!_-j)LWi*{YzEwevrwl
zH4r0@W+y%N<B@W$;rq)JtvASKEzztPv`&o)k7*aPhA!Zj)xPy7)j9CUt1iH})Hg}u
zuU*EJ`|xiEf-UyVl!&VX%P3RTO`c>^eZ%RI4#Ie!tATIStO=>!-So`$H@eg%RwPfK
zvCl(~W?R365-~8OZm2M1Q^Jr)UkW%Cz~~O>7r=yKKKq1y{?kwCQ<mTh@UiASq(kkg
zXr$CDBt!l=9s$efP&Z^9;h8VlZv13i;y507T?vp^Fe`<bFF_R17gc<x&c7#ZJ$3Sz
zj%=*<9=cv4FUgAQxHz$w0n{oc#fZi-<lfW-8Los<u>!SCYb*Cgm*NXJcdB=trFCRN
zq4{%?AMPgkbE99Y`ExO>!GTvgXat=r3@d0L!|7l+qr+*+IDr=+H)I`CjG-zK#1pt1
z33x%=qJYaioQqgqLB@y}Le9+Rn$!O5C@0cE!^GuA!lel%?NBOZ6&-abZbr#KDNdc8
zo>AyJYBXjD85Ebpf})n^QV|_OpwJS9KBqK2zlXA<+R_p3q+-vhjZ}fx6{sFNdX)8{
z%$-{vx@W}DC#LyfBfd~xUjM!)l2=d}9V553teP>swyb?*P6xGo@w<2nDSsY1sFq*x
z^Rn45Pm&~?20{hoir<l9YDmc=1ZP90Gc+%wEdy6&Kn5+pjg;S+3DOhhh&RMXf}bE~
zBqIb7<Q&omLT?I%#AOwR<rD{k1})JQs;nvMK!_1Q<Ci79UY0eQ2r2vV%nYZ~X3Ola
zQ2A03jh3mz=p6D?%mLeg{~@BDl-jNZCZ*0%MZmY);>{aTQ$K#D!7B2$skId&%Bt);
zBe$*DwW(&z?CFp1-thqQE2+ZfnOs^#TCiK7A}>%pWVpR``jWcRdb4fu*v4&bwB0@d
z0eBXuOmLh;7=MERe}xeK_K*gmG94u()krjDcs6N*uOV<CeUHZV|G!7$`eDCj!N5I$
z{@FdB4ZH^>PeAp+J^a6L50C!$1V88=`Cqt4M&F!}Q}@WI2{o{D*vUkHl1N*bg+eHb
zN>LT6K~vC7G!NZG45QU(19~gIuz6|S^yzbFtyy1IaqEikkok*pt{ZRQ$HrNrEAhzf
z&8ZlYlQX1(ndL4nu*kB*J$d4)<;!nusvdp&+F?bvw3=+!*JJJQ%6jsbeM5sMqhW1p
zLqqFYrYTzxbMy0q*-a>V@ib9Z&z)8SfkdP7xzjRHUrACvO_PKF)$1Ud+RJBB*I#q-
z&#os3Sp3-~#j&DLdT&ne?dg5rdG4CyYxmclzxFtA&GY--$NZt7xVYc}y7}K&VXQER
zrjn&a<nwQ_!onE7o^BHv^as4D|JuZXg5shg^<sF7o=eW9+yA8(KR{E=o+4`B6~>b1
zW3j?d$N@Y=67}?9>&OO97DY=E<4Nklf`Ve~O<$DcNa9O++lR#k#rY&bDM?+EOWH6A
zwWM@*eD%wCK5r-%wK_K|AuSjgtucV&C|+DvjN(>Du|$XmPa#G$&Z6@G6`4u}wci;s
z9P*?@&%7HNsl}3tLeA>cCFiUpYWo7qYSeY6A-e3el#ZLj@Yv`*6UJr_%bH{px`w|#
zd69XaIN9II&ZV+`(5H~lc=9xAg&4Dh=qN6fbqqxe+K5H|9T9Z`a*!=cjEj$ZA=-P9
zG68*)S0Oq>%*&__`#5!e4t+7iCQNxGd75k>_NXO$!Gdf{Y71W-TC^1IAe-bJD@y0h
zD_fy%>AU|Ot%nNoZUGt5sJMsI>LQzs&}3X?#6}!shq0Iiy+Na$$pEA8#tV*sPJ>YN
z^o5>8QDYBj0i!*!#?$4EjfoyYprs|g5}*?m{Z>X{#wPEC2iG<?@A`cG!|ULqq<!hb
zpam}ZJ<(~-kun!DvylhQj%Nj}!>m}A?Ga8fm?EOlNQ695wu}ZKe~dt0+hwv?7=>aY
zB8F^TDkgOLQm@K23Jnq&z1UksekdxE$-c0l5z_Uc3g(d6XZ3M?EfuM(VDj9qjE?GP
zY-VM3^*vMIgXFgCDYI|ge`CXjwn@`rq^Ttk8Cy9u?u3qx$4hp#t-r21Rz?tepX5AB
z5VH}YnH-nwN<`zPcCkL<M&KcNjf<Ry+r>S>VWJ0cjPqrZUy0`WkXb^}kLemDn&n0%
zMp7i#y|HMo{BduLR4$#`NmqB+Q<?NCvX7*}qBbx7Y{=YiTKH)GhBdX<&z!a)`7Ttp
z)mA1~-d#C$=iS7vn)E?+<=8bV$B%`Z;epCn^5)L!QJV<XUz0jE6RdeeG!%?9D8lku
zOmcdNMKnXC65s26k2ZiIlbLp}VCEr5Z}JWtxSYKnMuEShE_o@r6EVpTNZIp9*{#S=
zWbOF46$w0!*ld<aPA(sDyA6?CLbH@i^7FkxT5uV8>3ih9f)k6sJYD3AbgR$>`3y1R
zeW^nC*A7vOEvec|5jivHXvaq2mra<v<C%F=*LGY#|4>JvKOFYQqS-<BgH@4eL2i6E
z7NYI1go>Kmhemd`R}Cv3x%`1wo9wP=q1)kbCAV$J^i@=5dngBdOv)4{WpWU;c4Ayq
zyEr15PIH7%V3t~)I!?D=cTk5xM~L4=iBM5B5o?+Ve_ELz(_)djOsNGWeT5<XN@|m&
zfmEcG6ejucer;w>?4kUQRn@gqC*KZ3lW(?7j>GmlHr=@qf?S3zlho&!j#V{dllLc=
zRu;qV&dyELw+@XMW@kqtGoiro@gYl0&|rck252zAA|7UtFJ6qXrhS(k>~>#fyH^6q
z;t`A)9@NdGmW@EPQS}T(GTNB>0QIM65wSm;&H${$=DzvcR*ManuQ{@2L{-O;_SHvL
zS5$QzZohx`u7~d1eIGlr_TDphZ902zZSB2hH{EsS-r6gb=iYql+}XF^Jg3e;CfS|K
zmJ;a_I4-=S(*P#c1dY?96}p++Ltr4<ze)rUJrg5&@%a^PT2sbz50C9?fAo)~E1B`b
z8iNP(@2a6s9FGw5XHxbsdOF@TApmP_+iZB76*{c2Sb=&4wu-Pugb6&1XCXTj4rjJ+
z)4~YtIxUW9iS*IybKecY!=dLxCqm4!(48S%7n&c!qeBo5m4$E!Ozmd#6k_C>wb>z)
zDI|LwCkSRC{PH1WP@y9<Y$`7&RozI5_;d<A6aA6wiQu7p)Y$*=`3RP!l}t%-KBiKr
zl8L2(=0t|`F@L@?FRT9HwQU>6SzP4}m4CN(bK_P%v2gLDt)<}^n;Pm@P7HGR@UV_`
zYfFp9S5}5{MipdUHaBdaSCBt_&4lr-^%En(ilSUI#b#u35tAg?R1l44-R2RnxfJdi
z23w0@YauKg(mn*&4}qE?&=Tp0;8{7)YK3+aEHc3i6I7dEs}Z&upoxJ+XaylMZ+Uyr
z=k?|XgPL}SL#oVgC%Q@d?Gj9ps7pykidN-AetsUR@OiwMl3XA|rkp98^E}0b$c~sj
zf|!OY#U4tmmyUH4)Ch8oD(ln!zgU!N(^N7v4u-Ao10JT2C`0Nb)k>T~Qp=SNO83L6
z<?vtQO*Mhq%|}}n{JP^h{n3nFYvN1mhUV6`#53Xn%c#{2!*Z&o7q)LRcbV!|?wL7f
zU)#t<i(rp2e#4sT#m}rAGkodZ8=Uvwn_G8l&B&JP@&w)E&ho}_!)A=gx_hH<-o5h*
zO6GT7-~QlG%87-^b?gW>M(A5aHF1}b)3bnd@2nIzi@1rHW?Ht@0OLs`#uIWstk>!Y
z@pl1hzyzBr(t`F>#Yh>Wr;AAYdAdjLDJoKVz^|m5QJ>-mcElT9iCgiD54@4wqDcml
z>tOS5n0v0Y<69ED)jDrtc{V`o#=GOSYn*pGaab;saj6Jf1!xx52zY`36Lk%`RvlB#
z!8isQ09-CjyUC>YI2{hX8`<rKc0Ix#hh1;5+6@M~m66;h@XIKJ$vq-@_;fw0N~&6q
zMMTVzhE_F))Jjxa+krYuEh|I*?3_^F#Nz%I81g!I9RoS}*H4cnFI!LA_S~}V`2*Wt
zxZ(L-_<W)pzMY#)e)wVX%-MIv?OV@2^zh+(Ecky85TtJ;GB2WemFW3?v^RcJv45=p
zE<Y3WLuWRu%7#uaOmISu6*N|>6}On7Q-)PCtdL-b5r!Kl8u2(COy?GHco75B7$^f!
z2n0k%x(FHpAF{X8@T`i-<000E!{QM&4i9haWB6F_nIbAOi;7gCsS5a?6RTQs8Y(sA
z{m!TQ_w;9D1qR7daIE{h>&g%B|2}!1XgBDo&mCQbZ*F}Ps&Cu3Z`0}*p2wG8OMZ9u
z{p5d;Jnn=}*zr=A{O9D?$qy5qZ{Ksz%LjMfr_N5ON^W2-lX@3WRXp<^4wiE3Ib6%l
z;c%EJ9i&}1FzqbQvxuWLDG*`HP@1E47mLa%Ax5)I8Y(Sf{3b*je&+J|<ZBr(X~FeL
zBE}qL9{xHpKDiz8@VkJC#l@g{QVT9p3pSLE^3k*L<%{xR2KnYL&c#c@&=7_tIna;;
z3$tOd2bQ>@)d8EWu)+#k%&^)F>*Vb+UTfTD#2vy`0e1qdB8n3dE$tZ@xLpqJ3gTdp
zFYvaD;*j<%9(aRIk661W67gqx6pi1b>93MrdpSh=<w#?{F7XT1(g>_#VM(RXne8Ri
z<8?|43=OK5!Ob1RgE{%%zdxV6ym!OLU;gfuug;%cymkBHrq1n)Ha!30ZJVBYmT}HX
z{^!XgpjWq_wX<VB|J6sI?*G%IF?TLl)VX=?%^MP~r#5YR_JwsDULce^J-JA2tsN)_
z?TR-J^HzKDL=TjEU~4Ai*&xFPIvcF8K$8V#D=>#bv{8g=5sF2aC_pO@bI6xn!eY0f
z9qn>}!=VkD3H4^TYfWaS2Qf^R)gy^n9$jDa-cPdq_{6Aw`3uNsQ-0P|SB=!0a!@s5
zOp0bO9`j4OZ|+J0e)lv)lHXi;`l927$h%J;O1`)0(I?ie|F>r$THgx7A3p?J^7Uj#
zvOT%xXt($UM1l9eyz{=-&)&b|MRfHlnn9>X(VW6s>cf#7k02s+rsfo}-z`_?s=rhq
z#B%BtR`t04>gTLYJ+`UGMdW-~bAlY(9eq#qX?{cJV5sM*l*lDd)FP*q9@moVk>(k4
zobeZWJdK=ps?T$wzWbf(^=?GvdF#~+nwvGhC-132>*ABPkAt=2pk*v9jzfJMnuf#7
z2;3Bg8DXgLz}QTf=!A$2Xo%Owg0}{0YQzcNpwBllDEhoHkIgpP<q0yQJ*-Ygly9Qy
zq)GRuH52RUExM*|eEwiCBr<)v7#-?TTRNgO^fh&g#o}Rr=nx`lA!*c0(i&=Rz9>2P
z@Z2@~7I&Q7IJW$*Kka|%e6DBeJ#F)L+&DryWtn~d`#T>0<DJ7aI+N=v%4ylKbHc*g
z$Gd}5Z=W^ix0|PCH<kq_SA|C0{K$faU2RjGuBhC2e{-q7cIEYsw&#}*ufF&E?&Leo
zd)lUq9*I9TIGs+tRDNAULHP}11I3GX-#`#tc=ZcS8$r;6LTG>d<}E>36aX$@58&2p
zsCNSAgn9?mI3TF3Qno0}HY2PvKnoA89F#B+Vqh4CogTQIhz}3U^}qxV5H;NzL|)m8
zz1~QcjfPs3ge(CI$m1m-yZj!Bad|Yle$k)`Ya*>x!9ZH7#+0P{8SztugF)5Jpt|10
zWVQM{44tt6KDzQn#F{qmvPWNE{;R~n#(4++vG2ampP2FENp9l0=bE3m7`}2Rv(o&*
z%Zq-sdIG$^`uO^I>)YUe=_wFjZEbli`PB<Gcf8SA{eO<b#IL>^vF0e1+P^_aGnb&_
zMrCo|D%}<x-ps>r7F=FB;D$Vs-fL8}9vdTKWFQpNLnJmeDvAblb)S-^1iJb^W{vfc
z1N(4v-mV23pIaC@b&SuNzjoK;HE-Ql$4u;esl90CeXrbf<rB?`^Rbzu0`Uj_-gV{q
zbZ+<qBsayVH9mH8A*?Qh@Q|`0c!nRU{ZNwu)y{e+9!EsD4p!?R%$Bj(74xE?H;iab
zQNG9R^QH3}Hc%4pQFBc60%Bo&+*>45qwlB0{mc2c_m{&zaGsr*SHE%Q%DoMKQY826
zWt+!O+PZvpCLdbdv3=4l-FHnqMb6J!xp%hz7mArRuB~p&((A&h;tsxml>AXbrPpgt
zka`#v&)TkowK^zaK{9%&5}@}WuZxySC-MeD(*3oNYG>5afYQfv3U!m}PxGn*H{{RT
zNoyhe>M@;n{@R_S7IxKXPFy*D_lf27{mqQ`hw48T&5V<J_*)k<i`D~`gKtvrV<<0f
z*K@>7V!U46E*;jfIuFMSjE4sGOZ3pVIMK$$g&z4rPho*M6^KO*hB5;0xO6G8;`7fn
zCl37h>jMYa8|ZVNBGfjYM({+N<8?ps@VNlTh4X}O1jKW^mrnN=c>X&baJrCgwXRcl
zT&L0LOppylzzB#KYZ$ypu#g8J1Bbn=PK!AXw3tDVs%wHsxlA&Z=pnjbXP%5+?WAG5
zVOh*U7%)Z;^E&z4dO&4ApATrAE8qjo{N&|?>9yDJCx8+PzML><P9(0wU5V=m;PbD}
z*V+kPI#3jykKeN?3ibJ5&4(>Rp=RjJp|~aj^<l7vK^unIIgpV9x*QnqhmI_0&4ThQ
z*zSQ=4>Y@AmIKDwz;3Ov;wA}NNMp*v76cxfJ=2~UbRmb^?auQ#f_A$(h<vio>tlSr
z!n~lD1BuJxFc<U~m`u0F<s>BPupvxjOe}V>M@|$KUF=cK=(HVOl#=GRb@udtqgSST
zx+d$NegbOzVO8|x5W;7P*2sY$ib|Q7eL&h%$<8i&@Z_(OiSC8XCjdXvbo`OqW<^)r
z1opoqzFoWcAAi|5YCOJf%hA@QFLhow;jZq|y5(<y_~=pazO|&Vam#aWFYiiTSd=^k
zLkl7E#oCXy@4T>g^2EJgJhtKg?wO`~kpF`DglH#L6hTYl6HCK2VO*MBla0$f<2|^{
zG2VfRQ9Vm+7V#{;na3`dH2@Y%YK<!71#(gj1Lx^ky;bXVn`F-BX0&>$m(u2reEYf@
zsM;ADFcf@*YpC*(YT;r<_E<>_`c1l2(V0)4WeayVFMfLUs8K7QUVL&9+m#$W{H94m
zf)j48u4%3DN9$TT>*}W7|K7R{XLe1#uj5L6!Gil2&U>tFWW~}w4NdzN$7rj*HQ5X!
zQ(irhKW<@hKud=Yyy{|aM&vYf670p(G^afY%2|X)>0-F8U0q$tX3fbT#%Q;^m-e;u
z50#&0#S2qRq^_9}bR0&45THTFK)?a&(h{>Y`T>W5*J+7@jX+2V$5&}EmuMqlW0g55
zv&fDf!aI~rsPUI(kr*)lxRCUAb-~H=$#U#Ud`5)GO872mpq#z+>i=MYMsh^Cai@+q
z2jU7K#jAX(e5<gE8Sxso&Y&l>+FL|RwJdR_h;|*T!Ldv2Y1ow*LB$gBo5D6nc#M1A
z;waYzLqlbLMZ-M7^M&=RYgo0vX>xKp+eK(32bH0P@v73&no?X^SW}40hK?VKXX{(^
zxCz4y3@*1NkdvEh%E=jCoRh^@@t7x^<Ia-I+Nei1asdx8YOd(FN;M=^+UOy)k$A7a
zoe1~`(S?l?MoQZD=R9yNoy6Fd=Wcv%{rJk2&otlkU`+EQEmzKvzG5Z6t7@su&6~V5
zKB{?QIDblO+uc*{fB#O>Ku(=nxAn*7V5wixKEZ1XNRj_5ws_CNIghkel`eU-Y0;j=
zMHFw5z)<!7*!vQ=wyJdTd+xp22?P?L&;U0yVQB&cC~Fr8dkO^_pg>#N1`;4GB#?w6
ztxIjSn^vpi)@2;5j@lWQs&(wtna-=?SeLqvI*y}GM}6vO$8n}J<I|G<zjN+Q2yONG
z=Kp+e=J)7nlCysM`ObIFxe1~y@X)E{DurBX5V5p^Hi|`3F|qWClh`$%oPbR{zkx5n
zci8!{bI_F!A3y%^v182MYmhYX#Wnbs4FWdi1K7D4sfO~bt*K~j)P^X!GYZATP=?G*
zZI(hWm#4snp3~CWxyfRMT(8x{%avMD6pn9jSYI{~w(|+jDMRq=E}lOn3C*tP{IIo(
z`5<rbfsM;<@{}D?ziM$U&R`eqS?jvCHTAGEtG&KqT~*5AgzkIBstvZyU9<1i)o<*)
zdBuuK-~Q$F$mFXXSGH#6c5Q2;6N0CZNnnG?5H0)48`^Rav5C%fv|NW=vB(jP`XbPX
z;%Wu$P@qxqHZd*E-jKXAneK#;&PP#^zTJAH*U!uLaj>V!Ocq0woRX}D4Ifn|Y+*vj
zl;B?RAzOG5hwuSfVPXDx=axl9%=y+aytDV(t`c?j9><#f?gf?&_YaOdc6mji_n}Ky
zS{J#Nm`shXg_Z6mV|MeP=;-xp_m0~0vMVY^?{V}#bmijuUC(WDKJon9o7Q}JJZIU4
z`X>JpLuSKJP2FWH=3yzo4kHQHDh{Hk;d1Npd{mNe&Bq~BZ#-J7M*Wd!qw*RhJ)lI}
zVLwYH`gWU<*{mw;<4_xi(m2F{DAIhK3aO0A_-8bA$+040R8u0z$J}@E``l?l&=oBb
z6@`0I;b>8!7I+UHn4y$yRsD@6b5oS&TOIcOo&}W~4-JkydTDvi+WRhDS+K~}V9c;O
z7gc&&a<ZE}yK4Qbn`$gNb7kcv_c)!0HZQK<@x&$0XMgp<6{|#LIc>ZYG8#N}b(ew^
zzPkwKf6&jtZczC3XIKpy$Zin+vBT^ztQxV@1LdotBGqzDEW@hVV)1QY%#bmN#2S&<
zDni8~BoQHzNZqSO>FRbht)`_ixdh3Pfs$wd0<}SoA2XKI>2f5KCqNKJGg@h^S}s?|
z!ZuDUfvx*t5i6_{6W~$!12<TZP(lvYHH1{#gy(cc5M;onCYnT9U8ELusUYNtoQRG=
z_!LAphtV-}P`;YUX3`-#l`!n^$;$#N|C8v+7aE5mHL3_PD^e)ck#1BIILZ!B`e89I
zFwRZX8nX)00&n5dp4)(bBk-@GbW}FAqTEbntMs!)`V4M1qB2w&^z4k;847c3wt-S`
z3R*$M8i%sb?yT`FIx8zxXN)+)%zY%)sE`LYW?jShuBi*6#Tarb+(mwn5C0;waLlWV
z*5Q+xNZJrO>74^rLRQBVEnK-UxqSUS{ee7m;+bdSb803(Jw0z_b$WV5XZ{%!v!r)n
z!t9E{rROMmjjDL@vh4QDn$y_fZM)~xRg`2$>KB>KCCSpWFV4;>PfNFClW(uDJoiWT
zGB5x=bxC<`eJUzSK}88@u@couQKtkgmY_BUwZq!3kBz1DyY=JxLwY7xk0`xL&*>Sx
zK257nks~k-N*@bJ7q5-NC*V4*NHKK+&R<aS-mL5V6GSw%)hC-FN!pyy{4FeEFH7vW
z{D;nMFI-dGcFT(!9s9hEvwl+hyX8Ap!p?R})0R6q<mtH1S=hG!x7&8U@x3MHj*a!Y
z*GdP!-{Ze$VBR%XfF)y1?f^|n!IDeMQ;Q=|l^9jhh}Em2xF|X*Dn8agNjX@r<wmJI
z)<}WoE^<$#)^X%uQ&%*lp4-p^uwl>zJ`8*mC_j2;?M<tUd5)WVPP4;-KLp+nycc-q
z_Wb@I47hJwm5HT|DVYP5D5xdn=~AhJWy=*PSAi&n3T%i`D3DStGf;?w@KR!w$&koM
zV>6N)QOJx=2W<$8G9N?>D<JGcb+N*WopW}Cal>|E+vFJiGCMpTcy2s!mw=sl60pl)
z-v^5r$0C+h&>{o=MF(0!8(CJ2jQFhnA#u<H3&`?u0E?eNAt=BonI|W&r;{e%JIWZD
zmjh3a2c!U(x27XtO**h9>(&HhNI=_Wp)~bYHN9PhoJ!Q9M8)ztIc;Upd=`x$l#&vc
z6seDj(ix~EE~z|eJc&(;Gr$f+5*d|j)ahnNYhfZ8AD*qHshscwj?+^?z_cB<L97cJ
z6Q`D>=|ZN2Z|8OFk&gm@*!J#thi%`f-RPEO_gVsfckb!UFYdo(_0he7yXlC%_qFVK
z<EqVX?r#tLO#i~7;oDdD-{CHC9t}#6?I8Lym&Yg!GMW}CrHnx&HPSRIm*8s-#9|*-
zHW5RF$17@rzueQ2;8qu%&vqP{eE8^5y734tpZpuxN(p+JhmLFjouLxTWek|XOJD{J
zxhll^K*SL7-+x24qeqFnGtd2zeh+dnR7QD3u^7b|R4R>3FO7jgk4j|<G6`W>DC76<
z*p3m27Sale;)I}xe$TveOUuCrf5aRtt(qe{iq`huusrh@52}A}C~q^<Uk3TUn()1$
zyi}q<3ONI$f#cIq6u3S)1OA+%<WiZ;AZIjk24WdGhqu~TI+TbL(IN&B`8*PI@?{gz
zB~!*lwgdQ=rXlv9l@n6}Tgb=>c4C`omP*(gAlNe@NpO3>UVS>y`@oSSbk?5(arEq4
z0vo}JKTppKBnx(q=evl?ERW`~izKWttr$XtFrTnUF@7?GKsC&c$*7}r5j%V~hleA|
z0XVVL9px);)1Wa8>d+vo25Dkq3@oEznHYAP;#LK{UV-`)Xqf_4gJ_gWeqB_Gc8bs#
zERIoiQS=Cik7iX-B38o08fZFREHU6;&Y)$C2LIgETv+{(R9OA;C;00Y65ryl4Z}ZG
zXv5SMD$WX(`LG*y(B$?E#lg0r5P#`Nl=FZ%aNjk72iOM?Schh|lvX6iqlDAUHQ*%n
zpLKxL;^uX8DSZp*cLY7R5<R=ii`rlkO7Ml56(K2psuMIWm1v}}@lzO7G9;5J>7aJ6
zrO`TiBTds1e6?L3u|<j;Qa^Z9emdlJb&<CqTQGIEsrZFENIoGwAK&}2t;Z&R!XEk=
zy_kKNS$_6z(8k@&auRd@k$nxki<(NO)|8iRO+#Bbv{Q?A#G%rd#W8e!1S*X{6;f0v
zMMV-+MWX^5iS$&0DuGL25)xojl!6}y(8?9b+HZImfM1m^cp?Cz>#(?*-h0I>x3;w0
z^6C{=y>@eR>us-I)^V-9fG+CU+1j?Nx1^wF7rUix-><LQ^6R~=o%>!Iz3z8=ZD-j9
zo^faI0nhwG&q4pn+dK<})kz03kE9Z)it_YJVz<ZA8=`kc(_%fPRzWPKj+`A4WuPLt
zNIEjgs8A^7385uw+HycRQ0sz(gS%0a>qmZ}ni##$Juh$F-TuHwM~|M}xih`4-|_`J
zoCW)u`l}qJfo1gKu5~4gjnPEXcd=i9q-R51|3UfQt@-HcJhUSl?Z`j{iPed8Q9^A3
zJwLWSmaf;J5)G<iP!WS_h`@Ce$KkW;G;@SP;fzA<AaWLhf04cqHas2pK%4xXTP7{7
z(5z31NAX+rXcU^XI%8dOM>3tvX|*v5V?@OEDCCM7i=w-tP<<3CjY63KYOWM1q+rKV
z=n_&QgoFGsH+d>y@|}_{e5KwMI(&h2I<E^1Fps~p?aIeLId`GD@w2M<XP?rib`|Qp
zB77@^zrA;X_S>8CoOuP-tqaPoTN<>2mb&`J^tz21PUZqr*#2e{mlM4uzRJw$rc5F!
zJL>9~;#BvG7qN?Hz%JrpchymzrHRA8@~2mkNA&dgYnPms(Q4(Xv!n*z*~V%#vy2jn
zj58|8LL?&#5m_<$@GEF0dD!cf#0ZgcHZzBK4M700aq&pUUw`S?XWoC!u&``#?t!DU
z)-gV`;QoUf*G;ZM^LOmtxFc`~6&2PRqXQ~-n6r*{Y`!Co&E1O{mpPiqcMlfBY)t?g
znom7m?q6SmMvBpfoSixJ*xVg+=}Qb~haPR=kds5L9NL<K#uCvb38+_v+EnNo8Y!hQ
z`t<pFiW)GX6((e&(pBlZ)0y=2+=WSctyZe1a=BbOcRqP|k)o80vM^OkC8?6=q$E?S
zDW1_5;xIH-8y^fqdA;+GdGpU<gf5{<c)K|rec=r%N()7!@!?Nn;ENJI2u#mrLZK^D
zCfl*8cy&#>wr0cXRpTSDkG|Wn>G+l^_F=Yo`TC0T{>2%yo38iu-ni1ZVCV-uj(aYt
zVVRVkf!NIX23=l;Uac`Vj&v-(v@@^RdEK&zvaUtRiRQ}8^ip$XeC&dzo`qFD*rRrA
zvI&2Op81gM(2~k!5@diimNklTyg=i40q-_nm^?|sHvCM5j`=XK@krnb<{0zx*&OEO
zaSY=I&{8A7NTHUO7j`DP66yBXzF7JiIf5-4e>bpAghoW@Y8I_$QHnv3u}&p;q+}Id
zP-kf+M9%pa^`;PWupl;;KaF99z=Lg+=@zZs@7Z|wy5a=pry{kXY-L5?*rMpi(Ypmc
zPfxum&*t*1HPSau4jEhPEjfv~%P(u7cLUW@m>X+=>L`da=eHxY40a$2rI=-CG0htA
zmqTcVp_Ne-QX+7jNJAm~g*FOpLCA}c10h65u@pn*3C#y=u&Z21F3ZTqa_TsrL?q$G
z5^@HC{~|;_?A-X3mR%Fb{bgX`GpIlsA(x71sU`|lvBO_o4~y3?V^eiH&77(<rW8v&
znWDt=fp!BbEI*vCLaIn*geoG^pp4KcBfh6ZN@c{32-F{e(j!oW;%Gd|h)0R>ND+^2
zmLYsoLB}V^6!8j~At7Fq5HCyEM?#M}1)8fsvmgLTSe$?o66XNhbC7{BPa#%|_Od90
zMcPD`)`E-@wVFgNo4B7yr4P&FNg5rY(M>e!qfsY~ifEKUBf2kfG;v!ZQ<%6ckxn!u
zMk=WU9IYs56cOC3Pw=7(xnK|=FGD_N30;fe%{qj0VRFSi!=jn+o;;Wfl!5Rg8^9O1
z=sEaHLwJ*qqn$+z{<RB18*1_Vz|%hpe4&bDAViA{oc&4QrJvrbi5COWQIVqe-h3`1
zE?SOQv08N)>xk(uD2a};=A0dea46q)Ra*4?vQia&W^zqNr>!E!yxu~SZ_!|@bC7uO
z)^b~{MoL9Q%hXgvj7p}KMd6%WrdA+{My!!4kO;r2r5dS0rq;-0>UannHOfdTf}$B#
z5rGsCK1XPvNX07@GL1TdM1fL7$)@CrpH?APOZ>sd#Dof>;t51VLc%Bf(-im(S4Tw=
zca9e?EEirdI0!_n<K4HjN}^<Q18=>GUJG>p`V&pELOK`8pAK}OoCU2KRaxLtx|L1}
z9MNXSD9cdC<OkvWMp6sPlf?!RD`!!pfujzA$3?<9KZucGB8k&s$XRd<c`{}4?Jn$E
zRd3^GLGhu!Kn^H}bp+Cn28!M~lVpxo8q>Z6nGXe0&?$O%;09yEoTS=fG>EaMfOk6u
z*rTbX<$9HbWm)tq7AXOzL7~(@7!(~%?km+&2x?i_E#p0pl2#e<@!{#bJp2*_2;Myy
zZVpH1<EPAY1qi}9@@48sTB2i4on1tCB&Hc-CWjc;<gJ<vgPQ*QZu+j|%<P!)@yW)x
ztPIV$bNCJf^@`r4)08(rPE7sgKob>*{{k{Ap&1K8>`xgJxMd?U7C`URbAO_@)1M=W
zvKY0U+e*nEfsWuN3kvXg+d6>oTlzCbg1-wpIfs%wOkv7N8$M#*PTKwyY|{qYbO3cL
z{W-LK4s8b9mZ=ch;$hr%^k;x^0kWODieMx_Noy+X7PruEL+e7)3L|F+M`lCYwPfTX
z)Fq6J3ejo>xNb7C46WcthG?A&Bd;JM%TX(|DGt+!QjwvgJwMcLLG1$M*bwAw`g!_V
z(McXJ-A!86Ot3W{TCX6jFji=d4z;F2>vqx#@)cU;q1Je4y-xHvFAKVvmp&anb_;0*
zS-@D}D3TU9veNI+Zqf$a@@;IeZElDn;1=2lw=BbROa2uK={D*s>MMGXq<!@JOgZy1
z8^?CB+t~-%&%`?MF)1S}ldo0$AmR;WY2=5hcGYf3zgPV}x)7(B{pypN+hT`f&&6F9
zfBh`$tjUCfiJ#4GPMV#ZmlB=wiY_tr2K}XmM8n(Z2^qhf`+eglrUy-DOlPtR`IM7r
zw&gyU_tCt}d1nik7PS|9N?J<)K7V52p+!%Z{n?_d&{iC)j;;Q4&0p)v>$@6mZJgV*
zu<2ye$>!Dnt!dYPQ+g>Z{iXRYOZV8yZ3n{A8~^pxq6?*}Z=G&x)wJF>lV;LP`aha}
z`JJTS&7_(1Pnf=J)3jyJq?t66X3|WWNi%6C&7_$$lV;LP`Zj4<Nm$xBlm4mFjWcN`
z{Y$5p_|zWJ?rMLc{lku>9Y6a2Oy@c?I)Ad<v;5Es{fhfme7N$;E^$|6SA17WS9(`Y
zS5a44S8Z2QS9{kNtG2CrVRilL8&@A&lep$3dxgE%{$u;^yL-BKbf4}S>iLT!#j(t>
z%JGhKsq@KRX>V=sCA}Z@#rK)}9DR@Xz1!c>e~&B1wQ_Cp+RNAFtXsP7z5)5bhl8sJ
zZy)^Ve<7Xwznk2VZmoN+yVzapZgV@_UiW7A4eoLGgYIMhV(Fy&E%(Rn|CmWLX(r92
zne@+|D2ghjk5TyhcKAz&iR1|yoJW+Llo;||#7KI-kY}hW`f?%9hV>Cqv*;&;ycqib
zM#xJjN2rgKGShz(@-k|tNG#-)k*sKU@Rv!EQhk$<N0dl&hmfZ!iRP4$XQ))oD?*+P
z>m#BfG-rgon3BW>f9+I4<%ar5safiMLS9BylV4TG|CACswgG=ro@D@6gtn37MUYo%
zSCPD!)VoPuLh3h=yp-g3lDrHEO{PB*^1KZBJTF5&&&!a{vtfOB8S;5vhJ0Q^b!+zu
zd0vKmo|hq?S4L{IXGvZjM!y2nW>k@UL|A<!&Ko(by<?DNO|v%KHm190+O}=av~AnA
zZQHh{ZQI7QZQI7X=YG!po;W|=_`V+}_Nu+IYF|~El^JVC$F8e0<5l!lBaP!#1bBy9
zLibtpJ`A8^Jb7s=c>N-+NMBaK&=8p@DrCe}wPjxKZZjorL5XvOZUwVv>0gWVS_u12
ziTpdT3)v}S7!_I-k@nR~y~m()B*+mDf>UxZ3xY+ZND@0@hp(J}yTswH%;@Jq;M*m_
zpT6pL<lM%^qwr?Uc<^*^0a7j(a*{g<R3=~srIUhez`F*xVgkLQ_uvAvWA{7&Nun))
zzTl1^{>)$t41txiDZV90L8bg5NBS!O2OsXI4#M>+Fk<i@fl8ED+F*IU`Q1gN+&^f$
z(Br*A&*;zU?(SjK>}4Qh8#DeE7lO!hZu>i~VA34^Mquh5P~9!_ur(rj6)E$P{B)3U
z*pLrDy;S{3sd3OSj!5gWWQMrJ5Xo4e*lP=M_OnpPVIB`eI}y!m-h+Q(X6}MEzxlzS
zMc(^;r!FL$mWzeu%7fPM4bUB6t|nT4_!L-l@SdJEQ>}%6@Z*Mn!i^sD{iN;lBO`8>
zG{=Zbq8pGw>KSCE2RDP3edMz^vcFBQeen6A(LIAu+@L5#t@r)4?I*5kOlPbnh>V)x
zBW~`n5Iu8zviI-a*?Xi7W)z9rcvQ4B0h(*xL9S#qTBTn<0)*)rY$u+eW*7xq_FpbY
z?q9<`Im0430N+%hl5QB!0`BmSLr%E*TB@(9q-1&1KVRXYU)kc^E=gU3p%&hkae>1X
z$k(9H3Ho~R?{5=Wxyv$UkmiqG+HPQpTqSO_W#_PVd%si4tPBOsVh|cZMxOZ9iPfNR
z<GFPdf6Kn(*k)lB-=7ySo*Fb{rL;XIbTIdw$ljLZ(|L5A02(#o|C%ssa<@C?hX49)
z*>Cb|hPQLzG2juk;UmKC+kiKL)?L3PkVD_yF4?nx*B=SvY4lpWcNfg{0fXi4WQEPg
z^SO%foEO}ktfTO013YG8S3*fE*^Hm;Eo6@_TZRQ4OU|(AY5usG1hhZLw0E(z3=!VI
zH+EG?TEy?;SGf6G;Kbe9lrln%&xx<Top1k&asHGX!OzCIQxiYnw?~eNw5uTU9v5pc
z58<TF<2^>Q97ocv;+>W-hN*WM(|G=c3@d-9qZZOtv~|>Q)N2aWw;lg$u><wgl?S|X
zNNjNeSg$j+?$Snm++X?S;S6I@)4}xcxsMQ3d#mFIJGiFTK=OwFrc|Iwb<Nau7o-OS
zR~%pUQ7+D%GYhe+EiR}w<g?QtPThAdmd5OytLZLKtw3T!vJQ_x7P4bL>_THOLqNg1
zQuGj_@>O45CXAn$-P+CHwTFu<k8>|3=rK4(D4FOdr!`0R*m{UImxPAEJ#^OF)28mM
zf3D>4VM;_jmF##zo}`C26&p{^i+`Wb3w!oJ?48A;<m#sed!x}7;Pqu~?7LNTK~c}_
z6K6r5HEN;TaY`jJT^BJP<qr+s?#Q;5*wQZBq2iu4dKPEeC@vvp5Z`BiMm%L`!Q3{T
zp%ERz5cUh`FvwJ}SA*qo?^{IpVtY2&yyJp`?EO*gn2y#ADu{T)juun>@=Vt<COJyh
z5-&AMzFs1UcR<wTzogXM^E9}m`L<*_kF~ogQZX-;dsiQ-<JPZo?=uhLf2M(>B&DA5
z8<V`T-`tFdMfrEXT{*mZ^3PHj^YUC$9QOvOixWYG3qzc;0B<Y9s6D;q?M|eztbySL
zS!{|ud7gV4FjZGemW7|Til7asvvb0_bbhN4&lRYzJ4i{ga}Y+E)g;=n!%I*F&l~<q
zswi&a8hP2UcI;V{RK4hhme7foK;6=&jX;)Eejz8r&laLx41y+6{G~x7Py$2rRDSso
z@_mg~*DG)z>QLUWJ830Nao4h-7u<9Ufgq6_8rw-%AqVx6roEhf_bmMByJNo$Wkr6c
z#p{rGvVtC<d($*D#sA2M7FI@*)(E{X15eYl#u7CPr_xqP3dEvTq7I-Oq4QI*5_M+1
zoto2!4Pe!Bz9{r6Lz~VKa;+wgw;&|Z#!4!j7k3QOkn*Rs3XHj{Z9<W#Anl|M+)IuP
zn*VloP>QHd7E?eGiHwW4XvI$Rv;442FZx>6|H8_@m@W}Exh-e}Y;FO$@7*c39?{<I
zaGkIUkR6WZriJITmViv<<Oad5!?}BWZ|aa56f|>kVd?70j<sa^MC;1Y&_UcNtA6ba
z`yf3y^HQ0+xR>`3<Hi9rn^y&KX%7SQZkGWY!e;7d_F5z^tbPSD__dX@y?uDD9>E;V
z<8?!GBeXw+q4BZZbDf_(Q#&T5+|~)P#r+&K(--O06^P>KF4EN_^ZL&jUZY3Wdg$8D
zy}kEDNMn+P?F0J;?~&)!k)!=ouXRcPj-xH8C(V)Vt9wTk!32Kqj_vD36|hdz;2DUZ
zZ|~Ggr*nwI%%#?_n|rr5XYZK2cj4p;8>8-%J%)rPk2WGHjYHbpS-)v`-K6oXnV1C>
zGLmM}67Q+~lbuv&CqGWg;0pH!E!)!Z>B$q^vKML9%H>m=yQXv1ptS3~T`S3;8v$IV
zjiIS&5BU0n`}(J4)f`hF{OWKE()L^oNq9L&cgWcd=Y@Akm_v)F0KO55i3?W?K{c$p
zM{WcP?**^*$O(?)%Lh=EN2DkdITIhV?{R0ZB;Am1Uyk4*fqifX?yzXg)_|UdUo9y&
zX($jn)&=BLA2}9yA+5`FPbessa;$rdhi>G!t<h~8>>0wht}u1&1=Vcr62x)%ax)lU
zTwH&a98vs!aMkyzpA`z#ur-|A1((1v8w^_R&f1E)`aRK*vb}GiK2VYiI|G)xydP73
zc_+w0CwsUkZ3aO={IN3K<!j)~CR9nwHSRp1pt$-V{=cO(n>QdE+}8;l5GV->wyy9f
zCr9nt>P589GzFwX#<MSO9uKzV5$-i<(7j22r=$iUq6GJ9dKPP226qzPoA&Sk>W*li
z0cY2kW}an%(!YhaluR2@kD1l0m0Avs-5{MocKrmCMqfB;3^2qdty+R*La8Vz*}A*{
z&9067shlf^KIPV?C)`#mdp?i>c5%Mu;0Imz=82oivCNB|ogMdcCNwMOz6v;25+ayA
zN~221maN(sIUHO19MP3WvjLCo^!91*l-_{}`Y^Z@krlC}N7`*2JvqhYx38Zh;Y3~-
z);+ss=kuHx7$Y+X+{^1|Ao$D%k?ZZNZILcXj~)X3rGtM61eEHMe<H0oCEpG(37;95
z7z&~A8&AMi4^cJ*kv7}6Jz^kiT-)}*<i;snpP8QGbM(lq9YU1qL^eB*W|K}POC_MM
zkP^5&NSV4k3JIii&kyJAvNaB?!_|KD2mO0qK6Di44tlqjuumzFp1aDbbPKaGGppw1
zG7byaB})r+<I1wC-B}tMS!p)Ai^avZ;wEJT_hss+$}CL<coVbp{nN@QCDN+4f)(YB
z**=yP_Otjy2n&{ZH7qKu)v}7HMosWY3rqjOVHhSP-zHW&^gN(3^$mYNn$jkv#h-uV
z^{i@|oYPw{Ei8zF)j;`aH0uW!%_}V}YL;6LSv4FKBv^8*L29BFhcK~p0mWT5meb)?
z^P<bOA;7DOre<gOWz|-F-Ldkj>q=Yaj4LZG4o=fC%gXZV@-fNl6`2+9e*2b=K}0x(
zg_YM)*Ul>^$VmYW3b#SeH!dk9Q1+PkeI->c77I@Z8z~r+!-tb@&n{wOu3B4_vf80$
zG=jqx4lROh*Rtygq5y;JVV1j*tIn@8NAaU+T3eK6=NFZ&&H~k_UvFPet$bT@9l?dZ
zQdu{oo0W<pAUS7W{Pki`rvcN{4E2Tuxst%1+BqRGF`cH<b5=4Tci3gd_H%3DVs1k1
z?LXJory7@!4yVKBXSLhrl!eXVgx9~<ho=p%!zJ&>IuChPTK&_1E}y#kry87!tO}&w
zTZ*~@C+W2v&XNngQQBlFV}}*@rerOsE0UQtglxp&laB6Fk&qc2IH7m4%`Nv)1pra)
z`kh@UOQOU&kM<K0ItSy~%zD_jU1ntX<@ue^wMe}qz#2t`;}D15u2K7l6J<&FshvjK
zqdBa-20mxvh6l=1(6)!_<n6k2=MTw-<z}X1fGVqt#l~VcRa_wMR%Qc68EpyDm{O{d
zejG!59*R)n3T-mhV5m?=gy}$Zb81Sulpf0}=x9d6JV<<cXu-obg54lDBxz$Ubb95x
zA?pWfrHP6zGHoF~@6(x#5S7dJgYD--HJZc8bGtj^!)<l}qIBgW&@h?E@oY-<ubVAt
zWd9s`DuH=Iq!||R5yMs0+H`A+QKgImyPsvr&1+sCv@SVYds9kjM0Q1jG_@Q!0l3XX
zY%3LmEcO64gq-`blt9%~rvDnoLq+MM@=`8S`JfFR_HH^A&EdYQk#%0{fM%kGqO4|Y
zJ9hY>p3q$qq8C}BQ0hU8R-Q4nR8p&%F^`V8`9<@dz~W*uYE@fNZ3AO>U#3wNMT6nw
zc#sdo9d<U}h0u%H4jtk|hMakeXI!X0YXLdT>A}5m;O~zsTFr*y6V$<CC7-uBX_;I`
z;~b-t0*|W62NEITuI#TjH1X){!Ya-w=I`%DJ~zE33wN;6mb{mlHt*+xTVWQ}?6>a*
zE?VAuE6D;r*xud}Yt^{p(cBIX#V`xFN8_ZYr*sw;8QtXHwyGr9ojl6dR%4$|{+y9I
z7PUEee;GxHdmq0Woi>pn#w>_dz0JHHzx^TWdcE17J!fje8`-_I*L0u1(YvCU!@|RL
zrM-mRFi{-0NP5_6KOODdQ+g`oskgZ>D*Ftc%JE_G{CdmjIF^O4&h#-~nl{qds;J_;
zS#Kn}^sYWn?<8-pczSLP2c6$}D|(B5l6pTs_iK521QSkMV51$;e9cg3KONRMTGcY5
zq?+uZZgXIY_Y)L6B>rY5PmDEezA1tG_OOCtA^8Woc@S>XZlv=p=xR%Zn%oS5YaF{-
zjLBpZ&1Tg+c)w)4Tm5T+Xh=W?l^fZ}dJso`ndH#D-l@a6!`-6Dc57x2X9O4Sl%jo@
zDV3>VD#*ei@C;W+S~N;ELNH7>VP$4;oglfd;d>Y{R4x4B;9;BYilmJeK0Z1QPA57@
z$rBd-+oZW<wcj8rxvyd2k(3C8hS*TYqEkpdNPx{p<l57D*3Hn-sZ1ipQP;KUX4`PL
z&*6#*hzFfQ7A?8<=TL8mGTzJC&f3wX+qvj4C|$<`;afjX$SHz}_>**aQHamY<D5xy
z<>!S&w^ipGOk*YU-uT-rn&U^_SlSgJYYE$JZ`x`M;TqccsfN!WyagWlYUgH>qJHOB
z>BJK5S!U<1BA|$`&+}_Q*!a^xwf<r)tPdbn@|&6e&Q7(b^4g6{*6F65@z#pS<;Pqt
zsLX}?-MnDp8JmXk)SK-JUe~KZ!gQlq-C-I$A3|ZbadqUg_HL5a?RwC(_$Dt8ZvF9#
zwR@lavC5Q53hTN1)z%~3-Bc;J!&XFw3NwpO-FPu4KAz@%CmSK^hgf@mhgxJ$m>2fp
z04eY0&0sK91|P3T=CWYR{P*nv+AnEMp<s@voO_C$3k0&I-BY3zo?KN=yetV%wYXMx
zHnwRvGu*53;&9_HmtQ$EQ=U?9KBrMlSKRqN^7bE_QU<jqbBmb|)@)vGhf^BOTk?0y
zS<{u9aSG`<S)TnQI@<2^MojLG{SIM#2HBM_`=vZSU*S@(cMG=;rI%cv>&@4t_iA{C
zh3`q7qqBD>9wG+SJe8Xo*MO3O<tCpcPb%XRi+jUWY*%5f)*nnhPaD{5ueU5QTlWq3
z=9iAQo!~i$d^cQtO5Jx!TbtLTXDMLLUT$CM7qC8`bBT~`HXnluDm)EueoJ`FU8}E3
zy*APaThCXcN4$Wf+Uq}NA3g!8_ZL4-9Zm(c`m^Hw5jm3*QZD&!uEw|8U#qLHqQqM-
zFQ2Nz`95Fk`9y!o$SiIYbTND>YiVtw$s8lfBH~%NIY)3g3?}9LXlMI4xRF^1m+{{;
zMG@VX-`qg2X@{;HhnN4JUMiW|?tb}jS+1?Aa2w*_B~#&fFtEqxeJ=K3WsGGVZQP5t
zp=41trIh~TeXNhx%)IGfis@)4U({-1oGruQE|O>P&}{=;+GDXJ{?bkD?)EmKKKu^$
zt`58A`C;|$7UuBbQPRQB$$A)aGGB%5i@fVM`NN-Hj~tvln@@K%S2@H3j9Vl+s6!BE
zIAu79$O{)1?{P*nqqK-H*oKhS9#*CSN<G?|S3aR{_x@YHeKyfOf#pb?!?VVx9VZi(
z#YiO45^m)mVTULV=?K)F`%!aW)h&0C=H}zO?9hRz>CAD2B=^YH{>(|6LYyElq2D+m
z61AzBPox58z>tf?;e}+|eC3O%!b9;xnSb(w3#9>F5$v%u+3-%d=hRK{oUOM#eKkL=
zJY`#YURj}=eYT7m*BQ?56ar(IooQ#TiZjVHaS{_P!^s)ACS0P)+2}AUHv{p4md6FW
z0IHR;@giqQh)3vO<%wR(n5clmIHcup&(nVq+f#FLZA!K&rF2G?L{zyjr&h_@7bTVu
zWwX(dyZ`d_TFoYs$L+EbubA7#^cSL4R0==KP>tVB)8}NDWx-Xn$$7b(gE5%DjU%{4
zcT=FjQ{6}8-bnb3VNV+19OnS#pk^ZZQ#ue<c;>=D<HR#ybq5z~BiGzOIjUt|)3Lt1
zXAd5DDw?F~7y0L&f~os#qC>F)l=LY_`q^+)+{NPRcZzU4`$(G7$e>9*p7CB9Arn_6
z)iM^F=imn$1Y=5Uw_bD(tc;5htR2_<Yq4C~FKUh_v-zjB=2S=GGAY_)9=->DQfn;U
z=;kpwyOaBi{-xG|5KTCjZnm5^8js9}wDV*uGWBfFLvg6C!q3ZoU*1Tu=x#N(&frP>
zr`yF*R<QesmJX|`hBa`nAj}0Y9%|;coAi|<GK8H)1GQ2s9EJ^R%!JA7LX!6*d!Wwa
z3MKlGn@dxCn>V{%h0+javmmjpxSci`F|D2Ra=$73&Ns`SxJd$s+%UtFs-%Rx><wlI
z5#75H$y{6Au96R=A|FzeSGq3;O>zv_(CpF<4sO`%BAy{Yz>FYZ$xrzFW|QZxmMU*6
zKJdDg&IgI{gmHYgi)FuQj-i+sdNGkieEYu|;`Fyvp^eGwN-{e5oaSaGqwurA=A7zW
zeyMq^+EKW<akjN`xxHS5a^b^cgA#ue6@%ta#=jIDuvP$BHv9BKy7!rTvRoH>A4oOM
zzy5*t95)(V+I(RKLH`k7vPa$4(SQeW3n`uA3ZfZ;IwBmIkk$~toQNW!Km+udB1n4$
ziit`zYT7*$TUaIdXzMI-9c)rn#Z?nw4L%`kJ28E_IoQ|}*{0uJ_8@nkLw81}LfTrN
z=5mwV@6fAqDtw^#!Q_8x>$gka$rP+OH;})TiGmEYblq6bf4F2ZEl;`SP@=hpZm3FB
z&F~9Lxs=4v0y%58hL0HEP$!m=M-bETbjsNDlK@^geEWQ+h^dQ@{{;JWpDpwl=%FZm
ziT<IDm0|C^uAoaCDknQK427WCc5&Mr!TfzOB@$*v0oQ8pLQ3?Ei1s+=Ra>xy=mqGa
zYnLBLzi%3t=gZ2mm1qmQftVQV4HooRl;Tqt1jW<@7U^4JTgl{4Xnt8sd?G2kYj7bH
zzeEh)V458<@q+#OISzKk=!dTj?tqhb@l?B#npTn$o{7a#^lfL~Pu%YfKp-JCl&VGa
zLEX4$S1#=+(Je#=?fmq-Kwwh*II=uIU};|@q?@e>Nu8aagRZVeSETa!>NKHBMMFnr
z;+{j<uNcR^*S6E+ho+Rl`6W@nH;vbNuUrhK8R`nQ&9rC%-m5L$yNPC6X=<Er#E|3_
zEmJNmZ9X?($Nh>1+$4oW$`0m(p=O%Z<aX|?i*Cd<2U@d~rO)uYtr>kC+$mjNo9T~I
z0SZ0@8EuNw`572TzfQ6>BN93<@E5K5nQRR5dNMI5i|B=h!q?A#X5I>qgtZ889ny_j
zZRHxKx(b@%G~aeSUi(|$KRAoU-MM6-o>u=#0u7E@Z{-8ha_VwMJ<RP-jARa=!%*PM
z^3=6arXb~QcO$A8?%DS`EGmo`tSbrOdt=!!xM@aG?@AzWjGPZyC|0;6PiJxke-&(~
zk}0w`cDONrSjz;F8CBnS9H)2pwmBB-PaOx42GP%`sK%YJIqQ;|K|fkR>r;W=p2qHv
z)VS(gTi%oo1rJXbSv&+oMB@BPUV>QMDyJqhsE<0O$Im%07rzm2i@6^Mu(>D*+eY}_
zcy-ik5>KtQjr|yoU2>E$2->{x_<pND7y}&;jjmeaB|s{|-bte>U2$&ddBOZ7>Ewo1
zHnxP$SOK;~Crvs1KvOoL-=V5Q9L(f;6G{X-qE&my;3>6yFhhH30xR;sImc((`2tes
z5D}<-VSDO&#F>+G`<<XcYR=l4p{zd`>w_}82#Bx$e0J3KiR+u>AtIQ7<)<L9RNwYy
z%4>Hq@K2;KGzwvmo@@b_j~{?cZb<l0%dtN};_EzSVppvQeX|a?vTMNtzLIdZah!dj
z&+(r%|BR`)a5}q={yyu}<;*fbRJqEqGoh-7ZlB1S>sFDV>=(~}xOS&n_+w|5GJIb!
z^CL~ftndJ*jtE~k@K%<%F~{n;u@JTcZM?3*dYU5}FLQ*xEcd$=jfWh${HcuGBep}+
z83>i()aDz{Y%GBN-xR9ZT`k`@WZwWUeXg|MvKXb!W$kC6t>W`6Jk+$jpghZl7?J-2
zOTMG==8*;CAv8#*DtU(5i72_Zgh9;uWlbZ_!7-DQ)ZgWOV`~Pl`VS{xTSK8e)4mYD
z5I_1Ftea=#!JBBO?4nZU^U6seihdEY@de8*U#vjVfc<lLonV?pK$>5Ej-!;dy~J(f
zSlg;Lo4ad9(>@e+gU1Jfo$5JSd6IX3acbf9tFg5VFBNL<8xM#-qi1PdN#SeNHj2cG
z-b>J9#A4=Dg1>s2GLnL4vcUT4ZLrlsF-*q*73k;TE>TT$3bh&hycZ=~DCt>5Z?Ce!
zq+}92;OGAa6C=9@2l`6)Wc39q^EsNz%TJqi6F0K-`MK2;yxNTDpaI%bQ{WdNJCumS
z6(fzkgGU7#il4v|)5#4cje)lqV0X9GoM2rMbvKP=-w?g5-PiI*MP#q{klU2#wVAc$
z)T@ndgUt=G22UP$G=JDl@6%Obb!i&s!zH7|&mBAv|I$eo!S>E7YLBL<RvFfo#PPhN
zCN$2;k^pm_`hf7^+j&{**dO@>5~hb<kP{~?*m#YDiJRqfc+ko9q~Ehc<3bQ7{>`l$
zcq~12#P<`fhcE{C=yAJ=$*(MAq1Qab>_aAj7p$Aam8MtiDFK;^zYivCeQ^B+G?fYL
z9(V&ZRpHYj^$qdu3CzFFMLIizm>e8R9K_%Ha*LRq;oEl*@^?3O`cSpq?jp4&YjVWC
zB#ykwjStxr?(OJoQ+_)iNZsvaIbt-(KW6z^Mj+0l`<2cTP98;Ce80x`V)E-ZyiahZ
z25;I0C-hjT*&d>5@u)ma=jZ&$K*Kqh!^9;OhBR^R3&c%p>-{6fY#Q1Sa|OJaDLYEe
zIsX*Oxw=f6!7U6BrDf=wp{3ihsB3*qkSpyb{ZzJkY)lyY6Z~<orL{Sh&>O_KIa+&w
zpyKdMJSsi8;#@ZN^4h<MUUf*~8az<tau=`=geUZ8;o$qP-;BxF-JE?1wS6#sw8rY>
z(lBI84yCClu@8sOEKYGt8f33n#3@=Y;wEEY$*;pprem{U3i3{-`?=-&antM?anuS_
z7y2@j^<@o)6nF}}?wazP3OD+Z6n*@Yk`Qicz7L$<TDp6U$9A+O^WpVz(N)$jEZLRe
z-)6aEYjQnnKmww98d~L#<_zDRoY{)Y&0jW|!uy<EG-%+h`qVjO<tg+~=$2TO)9g+_
z5;|KcKJcjJ#BC-=twY8WUSknrcRSfJuqrFdRkV4GiOe!(-G321?=)sT>yMdaf*U6u
zV@P-IoU4n|1~rjtspFgQ#mRE<5~=*0Jo>%A*URNn_wnJ@WlrjV>NV#J?mf0@YG3+C
zI!*oh)<`QeMf%R*&!)FBw8Oo-%A*sNJ1{2um1DjotSTV~4jaQxknlz#)(G>T1q&GF
zgWeb1U-oZwRC2pNx_;d6t2S*DGD^~A9GjQ1P`MbpW+*_Iw|PE|TbuD0WO2dsp#T1O
z@IdM%KH#SpV?YN3@sIzqw*Bztyf!fd!<ug*;`Kpi0B7(&)!hiPMdj0w1%tP(NrCqL
zz!vq#7uA@jlBUo;+{<{vU3M>$7<mle{E-E0i3peXD-~!+b*E>mvg_uE6WZFRW3K)V
zAr3E^FZOB6y{UGKgbmW=Od{G_v%4mZ7+sK9nrCCW(5DD0#^Mc(4L@SDSUEj(Xg|$I
zvnDUx2eP~{cN#b^B_niY5a)NB1$!F-=qEWP=%YE=)B5NeY1fTJ^DyFgzB(tvkEk_2
z*`lt<BI_A=)tMQXE!Ek^!>e^EG7N(L&UA_=HC_l+@lB>IMyg14^)&abrCWT4&l+d%
zc600kZ^a*wo-m@v^I(H(9m}z2EbmRiLxq_GF&c8F)X0S=4afvtE|k%!rP(5*^o4XA
zbC8#YX_w#qe;a#>a*&Q8++sS}ccs&duqM-~P&pfEJI>C2^Di8V7gy7-A0vNW=>^T(
zlh_wJa)O|Mh43Dj%?T8r>1-!yq|9={LxV#l4kYW~%R!<bM4u2`b~IgL-urA4e1CFk
z0%bLWuEAy&JDzqY2(`Wbz=iU6cG*SuixnObKS%BLZWMhpfRjtv%1)rD;FR|ryVRHU
z996uL7;7+~B5!grB4=&&U&`c(Ey2@^yD$QYPa!K@#Nv~9n{W-!02`=R;-OP@)#v=V
zaC(61ubh^M)RCnkIYDXLAt2_rAF*R-(FVj^f?QZyeu9G>{*$d7P)bp=y9x?vp*E2C
zVeB;aen{|iqill7W@^9_YxL}UU0fe=XlGjy)F15mU-72LJ|D`w^Oxv1LpbG_!_^0>
zEZrQ~tTwNnKN6IM<L3sRD9&d2r!}u6gP-;1rKCMAyEPwNCiISmXk*+$H>f8M4GYqN
zA5da?>6jm~2tJLh$|TWnS6P;Y9ux^e!eQB^N#K`a9>Ak1>dvNuhae-VC4{^Rwd|6b
zTSAjtY~0hXfj)t`z!ievVT`N|9USeA^sN37ZS>9IVHj8$Sn=uc|B*HD={4}#Sm*&i
z3o&WnGqSP&)0kLT00V3q_$(}}0D%F3Vc=lEXJTUdPh;o6XJKdl4-_!=?=%4V?~MP?
z2EhN-#{gKLo%yc>Q2k#Ls|G$RE89Pfjgb-mZ~Lduz<|#NFz#>vuQnEX`hUj%YGVgj
z@DCO+{ulc%?*GpFuQfQB|LS68{AZhgCFcJtvH!Ev|JV&!`QJVKqv^l)!}wP-p#9bS
z_x@Mwzqo(zfBo~%=YK8yI}d>UYuVrXzm19MuN54Cef~#cU}6D?{{(=6?Y}+F#_<>M
zA9n-PY2j<(|BnE&{dWNW^*$hIfWg0d=>f0*<#_#F84&S*-~Z$Nf4mLY-~V!y{;?n6
zWq=p|egC_of4%&VC;yGgzn%v4{}&?!(DqMs{)fx|TJz5{!_7@6Y-Z_bWKSn-spn`U
zXk=hxXhbJzWNqSTiqFKz#LEj0^Y1g~n&~7zX&y-bt?P)wejOJzYG{KdbmkP5`#xlq
z*OzpURn{Q%vbWhLGxXwe*4HoQ#d~N1%uOv(J&M`2zVo+kVdd;>-%L&=&}xsESsyZG
z5;|I7^Rc-A2w7FJUSQR{mCS4+#8nl0q;q}-<O-Xuh`$O|FQr$02H-zIS~#)p;Bk)Q
zf{Dj}2QFgpEFBhI`a+PeCC@G_uv=vvrra=K<Ra-GW*~J2_RfP?R?6_t0@BkL%Ul|Q
zHFT7TXfHJEmN$(=<8Z+h&}YaEAlU`41~r;5hLS(!_tjs?VKE8Tvh5EK?&hq!hBOch
z(>%4dM`$`Hj6ZF@ZLho&`fG_?i^y=jvqafQqHMV!yFDUdi6=jLZsWEaf@9X{f4-3$
zz6ia)FW!k)1bjEK*nqRMv30#$P7HQxl(aEkc>e$@f9lTqe|?8>{Qrsv8#6uIf5nCY
zpMjZ`nfZT)=fVS4QBfuNnB!^lRem0^3<&lnnIs=o{@198Q0a&WxS(Jk)y%SzEVvSs
zB8!q}=uN4?8kBjyu>b0x8q2kVnmRyv(qQ6FM&}GivT63{z42#HX%~~(giFWj)XP!B
zy1K~kHaQOEFwD+}cZ=!Go9XLkJT5s7k1JoD)2+TxM1k`&woq2fhT~@|xeWM$Ui7Et
zCytOyU3a4)P!zO%%gM<XdfGe^jhK0fK7pShmAy?<s1K!UP$Z^E^4Vr*#}+(XPs@l%
z;vSF$TG7*Ik2PN!P9UaUAToZ45XcFJHa)9uGdV|RaC~m}BB#K|pk3#PIDV*4F|#5U
zP&BW|VCu6c-i#yJ%9|lCjlR<^?){f)e4K4ad4#`gtWw(N+GWVgg-4oz47pL@0{h~0
za<S;YaC;G*JpzuZct570F!;SmA(6Cd4W&2Ja;)B>i=TC5{juZDHt;^HS@u6%%3@|d
z!l2@pMsM@V`Qec1RLN4LyMQi6KEg_o+;EDR_xidCi6mjv!-#8tkmFbZ<14rYN84s%
zoAg&`>K|48{3?7luF6yH3l`JGfN+58zZ90_!wCJO-JNF)8oM{?K*AFjB#1l&+D{kH
z@z_!rVk*9oA}pM0v>PB(aI~!z^NE92CBjRJQTn?DO3S~*>yZ0C18>MD6=F}&X`g2F
zm;9@>tF4sh1vzGKfx<^^*Sx=Qp}VW+?=*#cq_L}Sn0k<(UYrB8O~93gS9!oq$O}E~
z!Cn{(^y-Gj7P2sJT+F@#rn;nE^KdQnQ%bp*(o|Cn&408HIm?VVOS%GEwG?yMN_g%r
z9{zploB;|iWnFt(UA@V4EFUM}@`PyyX1gA4&)B(62QdLdaxG{Y3b_3Sq7flEW>5^L
zl%rV<d?ycem!;$LFo%ho6F?Zt@~cOv4B=Ui;*?|CE|igy`Z&zE^m#51kr9aLV0Xk_
zeNm*fXB2%mUYU`i#Oi$$ewo<<!Oeb6u}Mav`jleqJ9xIq$iT#_-cnR)*Yk2xI%sRO
zpd1?)SK&J(S8J?u9lSLX3IczTxNvKgu;hrSuZ%#Y9ZApOm}Xp>m>x~dvQAG*PS<B9
zCOdIb2N;o*t2kmL4?WC?ZnURJ&^WKQNn4oI29{Jbk$(WLG?}xw23E+HM#H&jZJ~)h
zh)k>uOrium+Bn6qPj3Fba4|&A9E?@rEe!*;n(gKQBnA45I>|bwCU?rL$@FXLdyY*Y
zOJ9Y2$%-X%s^oJsLh-gvQN|P0syaGb#z34CNSRZ-iT-InA-bT@p|I&$<}cxjwdH4W
z0v!R<(^~=k#qFOLsg#uslKi6vq7Qk#a9|fQLZbYGeIQg&`QV}Q0<6GfKBU{kz*vg`
zBZzhQ<GkeVf$(EI7s>W9c+{s>E>c(zGWlYY@A!PGNAoMdh4L!USC)>^B;*n_McO2A
z_?*5&iO}@%{1Co^ws7UjdNA~5w+9Ar@nrrV_kx@Dw+*n-ptL~LM!M{&V(HmwscoLN
zhu{5;7|6u}1qr~+O7T&Gwm<y)X>vi|RUZ#}15niG&+E##QDZzJ6m&Oy>4TRi>~%V0
zwUySu1bSd_Q)0+IX$#<QaCI*CAoFBwwPw`ELYMH+pPoBtk;#^gC;~WyO6#{gSBQ^y
zv}lhjei7!9@IJ(lI@fS7Oeb7!>+;b>`nE6`PZkD|i-P}w9H;4l4^3*WCgrUi{1EQ9
z%L;KHw(FUMZO>R6+;+f=B=L2VrTX1PAK=o%R})VgnLfK`PDa?=9+rM^@xBdAr}TiY
z1P_u-XG2GXs0OtYgB!9SHD#Yu<e5%DjsTSLa;;vkCR!gK6cBJADA){Hh$a*qX7(Z`
zpIU*wPw@l$;XdfJ6w$Y!UuzK^C!CNu&d6{`X>r*U^#kFzKXtuMyul76w2)eHtmQ)b
zmVfJbM1A>b=7AAuS!YioXUW|19_l@Fluc?NNxdlP7cirptOpvP6#ZU=Eu}1a!v;$j
zYQ?Hy=_>h9DBWVq>EOHZt{w1iInO?agGR+U79><#oL=yA7>OVY+nT;U6}UEt4HSj;
z44RHbM)qQPc!+T=?n-3zAss$lWJ&~981)oHI<i_x{rdbWanaS5w3a&mr`EwSd3^@7
zw23x$>5H6<=tE*d$bG2M(VrJ&_*pPxDPh(4jiw;tp<*+rafuLexGuk@8fKo0;rC}r
z@vRBf23d`h-`IpE!Q-&tY2}I8ghl*9S0ryQdICXN1VolQ|4=--&0AuMAY}Y_KPO~L
zF<=TF9-X*cmh@~L2l1AwT)nRz_?lS8n^(JkXT*8{s+`2#vF8C)!idAC3lA2SFHK-!
zkPBs~1(R3LoBshzq1+a`3?_b>yV&;?B{ZWBE>?P1SK1P{bej8Jzeml21OtNP$%gt$
zU*1%%PPu0ggf-p{EGT8shqVZbbT4lp1+gu^mQ|th*m~!NN1d(bk2*h3LTL4zMriQW
zpIbDVv$P+?SCYm^1$A<=39B@}`SRdLEc_jP#lh1$<3Kz)u85{kT~#n>Frtdn`cV|{
zTE;}fh{Xm_(gyKEl$kFAYMa>KwlH_w2?n09E$?X{DWipQfpZWo&AR5f3X~}sg&e}K
z)kPHDY<aB*(Wkbz+ZfYF0@Uwh2;@zQgcaT_l&i~pa@hj#vZ%t*V%$q)^`icuy;)Qg
zr)@MMN>xWl5z)s)2WoT4I1KNE$9w65I0J`p4Yf|S&fR~{D-=;`DZ?EjJ5MMdrgr@r
zVu0N2E**VIM@2|}JImUGGZxn>#~MED&Aem5l~#33Bq%V9b#$F2NIcCYDtRtm!iKsi
zuE)m7{YZw6JWl0i4VD`RBZ@W?627A#g2eXLAZ523Lh3)%m86ZnC^opq6d1rqC>kJe
zA;+d9jbn(?1El36s_yTV^ZNt-LwcZ?K~+g4gzWl~A*i2N{~Q7?gnZ|7xI~R_bH5|^
zS50J7k10#5ZnNZrA6^zJly=PaZztZ3V=PCO_}mrvs?s1uu)_?o7qn-!E8+338B>zM
z>w-bu-clVOT}iR8oGXF)J+lI{;W;z5Pt@&;&KXCDyb~z?`pR+B)y2kg59JoJmDtTi
z1gUa7%xb!o{fCRU%Zi5Bo6=ck2Rv>*c7n!i?!208^jUQooH&h`-aBk=ksS`kL=zsK
zKs^MF7{t+v{%dYN;%0>N1XY*bJ1^HR$Z2g?$)MnQkN|?MTpjb7W%x4g0Kz4FEqz@p
zh(v?boFeVmA~i!L6Acyzno~DasUd6@J`snfIleMx^(^r`Nm(%?`yb<Cicn0HD1e+v
zlo?5;GsVQGt@{J#yF!Do;YVm(#?w^U8WU(H-!sA$BH#yK^`&a_Rn;d@3wG5#cu?<^
zpz`HK`>r<|0J)3HNmaX~N9vWK!&fJ#7$S4b0_FTx5P_BGY~KiiPj`st8&){{=0@&$
z=PaNMh!tBOam*XkO<-~5znrJ7zu!XHx;hh`E4pEUCm1z8=(G=^PSByDCbb8h+pDZh
zKuc-}YW#%!!{@vzx5&;zR|rFb|Fv{X5lYzTR9+6oVcB%MI@w1J>$vGB4eY3xyrBOs
z&w~_ykMGs6LD`4sDUKTw=gqF~Bkn#&^P+b5^|Zt~9}V(5q7Qx~i2HX?9}eP9s~$q0
za*tj9B+x>>@vFmG@|U36*A*@F%M0IITp@7nwO5w!yl99rCvt;*t2BXJxl$%F0<=F2
zrbxbcslcmX<*#zlefm1B@o_3j%DhVHZb_38sY~ScsS1Ufpj4XJ9<C^_t4}A*C@P}I
z#yE*4^F!->!bKrkAzE?F%P4ytLB;30QBK6qbKav;Js&JN8STCtp?O)@904dQf=g9m
z0SbhoM7=^}<$Mz)N(x}*am%K4lGMf;v1CuK<T6afjn2;a?6=bM;U|R1{#SQrARpor
zaCns1N95#M7{Mj;E$!rX;?cgtHTcw~qwpx+OfY!rSnqeceO$BAEBz4}bKakOHIfX`
z1gjF85Er_BR~~zNhT1F-6htZa{T=2Yc{jwO@A2{LBoxchO3w%BqFLJZyV_X29f9BK
zQRs_8@rJP_DoPDy=;6+(OEV=EN1U5OQ>QBu4E5Th|A_FC4-H$bS8gfpG(NpTB{^Tu
zljO#SPZ)@~{}L=(8fRV?Q!6_x1RhzZX_bKb0gRDZF~C^gtEoy4dqkIIlSY+vfVO<c
zNWa#0<f4++`9!DO{Wy#^^u&FmKY0@2g;IHb1WDu*?&(<G_$kGWMaOIVF6s1;omE*K
zw?)n(<29BI+BG^7$@o(tM7oqI%Md+lr;t&qdLd^9X;Y{NI}r%Drz0_mKrM>K!NHer
zOfrs9%ne)-nMD%a$H%eIqr+<LEbl_)*K(j0m5tEl1&`0?jKOq+wxM*h$B;mtMAvrp
zwBYpvS0fo=%H<YcclFmq-(k8$H&EDblU$IvWqQu<$e{)Z2GK3#sF-5g<jI_89$N;y
zZMJ%|%+mS!2;X=4Q&w`vEk*Q$DFuwA8P24Nzthu$)kn1u#tbQE|B0neLNZe@yt_+5
z{azKWHY=|hYsjWr<GAKvF}|dXKEFUxu7cW9o?Mk$+4O@l+f#nl=h(I%v3t(lK5L;u
zd#8eX{&Z7qb9b~ZC-pALDRWs7hA@Mqo!^^eBrjPawEza3?5Ddl-3~tfKxi&-Z@L<6
z6BRlWnP!IN>x)a;p?R@G9g%%V>EIGkYrNLeqir)8mS~`F2{AF@T<m0?ESWh93W_{Z
zah!i`vJ`ufls@2ea4ycC2A2+ECei?I)O{*j#WYs^aLV8|<@9Lfj(CEO4=d)~`<Yl8
zx7+3D@q;TaEM=?5!rGHMZKL_ja-Xe$PUO?pcq_UpXD2*Ib2y2Qz&>)oA;mZtx1O2l
zTozEBkc8(60iSyTuQZQ6O!OmM+>KfeguSU9@CWuXH$Ag1X}~vD%^mBeh8*|a#JmX2
z3M?L)(YB=zzAA}~0!?BMKYvUktwfUFwf>Z4vczR1uYx@NWzZ^r;)QxJ8x-lCvxH1~
zZTqptF-Q_-R%ydV9Fd|ydr8~VOfGS@tE4XtoIR6dyu~Q(p@Dz<QYQ9{7P^C%i&R9;
zHl=(+{Mn{XKT~fIR(8Rq<F(ipG>1&m>e5Y_c<*Txa~P`#ll>=`L-Y+$pOcp2BURiH
zOiVdAgOyzn=%J6>>r>ts_a<DC6RGw2Gin5@x+8o^vpaxl_(}_>cl2m;s5B%e#`AXU
zY#aA*Y+<BmJjHG$W6Aa*gD>KJe<OtuFDBApF3f@b;{9brL=a{ss1u=$Ja4RoLvdX$
zN*D&SH0GPrWjKS#K%9CQ?;&@Aqy<E$>*K3Q_h$!=%hogTH;k8E*z?_)q8#a8t(}Cr
zANy~FMwf26nSrx%!2<oH+2Rs&rU&j(ybqzt$Y`Z>1^Y%A?BJQP0ehawQ;;*+Dm~HJ
z+%-+5Aaw5$BS-KeoFZ$rXRCCednQ+zt+%)(*x!szEUjafuO&XJMx}LqK93U;@E-kA
zPV<B-!QQ4sB(PWEisGeMP2qzl5({35(}AjWCvYc;A*KU<mlVP1`&+9r-xmcN#!>_z
zStu)a{gEzHLYN{vu=vq*RC{|Qefiq^-qj^QrotNYr0Ko$UIeJ*db!5sJa8v|9ZB46
zqv2x`ww7?U>|L|s;w<shwPW%|sliij9`t!QCtWimPDsEN?%DuV>2j=i*Kl`Oi;*TM
z$x7t4Ea<;v%1ALgA%I!nD4L%nx=awnV8t#V(GRvCZFDiQ-U$J794|J7+^eEL`>QcM
zMa<#{&8u*xitO(KqZBs|5-$lo8XdLH>bAW%RsSTZwP3_c&zI}^xOx(vAKlNt)7+eI
z7uQ)97GJPZ6f2hJ)_qtlEJ`e7JdQ^Uhi>IFGuF4%TEQDIfUJbgF4JN!l#Catqa+zK
zg&k!}iU<k-^%SB67-=@_@V;T~CrwQH-$&aZskz<sl`-wE6&z`LXkXyCJZ!EvU#usm
zAS^vqZ{*P>B}#RzZ@D-u&4kFXG<0pcJQ}aOj;5d`yjK8=HRvv>nZ^lJVklcIoH8%e
zOoav)cpnANHIQ5L5klU$A)vbC!(mst*oja{{32PKV&<5Bay<7eyGqN@;_>NhPPwpP
z%INqt%-WlBrrvS1SViRWDk{9dFC1k0Lqh1iXrG|yC#NM?S2bqTDS<Rq!D~c?o=iTR
zJii-LO+WE*BvlP9<kEddy@Rfb#QysZ7S8h|3SX!9rwa+!^@EAcgCb+F2c+|+VT(qe
zgi2aUg<2q)={f>t$uF8wdt$5*F*uS@rIVA}LOnxCtoR5d(6(>}`;=ww;v9y-OzNnU
z$|361jZ9D-srF6S#;%+Fn5_gEWkz@t&f$>L>B|*w?f&`Gn3Lu$H{<QcXc=n;$_Lgw
zmgNrW6f2%3pM7wBAEwki9L8xNw`wJfM8=0$;ee1{+WyhhF**CCY!&43`W19%Y5Bmr
zi<*+vyVS=YMSfE{A7w8yc}&w)NnqKcT(;EfwqH`tPW_K6oBlY&Bz3Vgex2U9>i*%q
z!@<nSlM|U4T!m6>-zmQb37@U!abWIlBin-&nXf(k;S>nqHS&fr!EcA&7b0*ArGPm%
z4j=*DJI)JiAvA-Sc)x5F;HfI!EbLT$I18il`52xt6}eg~V1LdCFB`GQ_Upv`;`cdn
zFq!UPf8M1iCSXp_)^Gk{Y~Esc*3OlKbKDs}&WALS&NTaZ9%C`#LA3PP#OmWy-R-ng
zIDg=1y|TJb?6WWMsU7(6$EJMZW<ZZa3a=G=stqEvfS{7~r({liDw<ehp_!C37S03d
znZpB*n_kFxqo?E92!-*%{tx4ouDxm*cU`tMjU&Pml3Nvu?i74?bw>8@@}R#MBaJX`
z8VsrOLW))bAAQFM7hw7ZyztO96J_j!7c2CahrwB(T;(cR|3HQGFcp)I6Fkbpo23U5
zC}(hgr%}4mdaBZ*mQ|DorJtFl&dCe>so1CO;W-|cP!(f=K;z)z>C!NKU?0ic$lL#3
zH}~)gE;|~`)NGw*X*7m#FC)oXKP-aT^sN5~`V!yceX7^?RsJI!tVYNGXHgu&$!~6*
z<{U>-n;Z)jn>kw~RasMXx42pvZ39$Xx4c%fx+EU&HtVzYKap=B&!O$j&Z5?mIKNhx
zFF$(ZTz*LBKUlVP(WkvxKVG=`9Qi$YxZ6CqWNz(ZTG?<N*=L!ExNPFGdvXDumMPHg
zb*C@GGuPZV|B{!a%NbXuQX0^2FDgAq=JFcYoI-8qFW;@i!{wO<e%dLS>x&@_1_^Ri
zzN<O%MGdl?mkK|MPfvCxc`eYMbGnwZ)jfx(RKq+uZ(Dr$d^ryFjZTyJ^*oI7t)m7u
zla((b<y?U;y8NzkGoZw{X^|}6{?<r?*{9k|0VfU*8RYD)LKki$#F+0g-$C4dwSTl^
zto)vv+xl`}TWM*uv0Gu_LAqrW<Kr1~T^2<5yR(N1Wd+AwyGT3%Gg7?(sR;fgYJ&bn
z+C9jqD8IDi?5XiMg>*_H&nR=>0_Fx-?54s~ex>;75@fyAOT^4ns2>I1!{xrC#%3~m
zEF6?7{XMNJ`C=`)zQ8Cu2-ZSeWubax>qYR)!2!*>{(y5Fty;acWqXwLOPjsK8=8@`
zRnAZ_Et+`2)}NK2H`i6$U_iBx7!e~B?cD8p<J+2gJdD%zMv(;T(BuBgOW|_o$<XUa
zNsv=xRZ#XIR|nr02bwC<OM~9+hjfgWg!pL>lz|mc#JRud8Vs)tA#Ms{|J0DVAp~=x
z?mjanJcmOcgOp*Sn6neR`=Ll$PuNQ6*4C|O-gx8g@Dz%P7MC&`8w1(ZoAgrK<|`Gc
z#qHuBJRnGjE+lUdY{mV|;%!@hacfC>app*2p_2%mrF|l4U>%%m8Vk7|xk?<g?Z^dJ
zgsCT?Uxy=6BT^3g?dLaQ*)P7_Pgtsl-eBCLxmo8@%ZSc>ZXD1wj>Pri1C$Tsa@oI^
z%$!7N3p@z1d&8?%Lh(k2QC~Czv<Q5D1ZSxthgdJarL~QTYf5aME!w>eLAt-uJSu(s
zVH-ul^GGtwEx993{4fWRo-q)X&VTfmEMAH`UML;O*-T30Uyn5})F?*lM(icqf1~Zj
zPvAF)n`!aV$<#3-aWV4DHR;jUY1P?pmVXZubGpCe5BZ$%f{E(?;9V5DDn8!8>fZ8w
zYkqE?$j5MDxC84%WI{`&Q-xipIUnTnaUh)<>>SxhzK&NP&4~AjFDrObK9M_NNyENW
zs_U=Q8R<&&qR_d%__+AcdHsy`eEu4Qf6zzO{_#bX4-%M9FFZPe6okQ^vLK>|Y6O%F
z<-lZ1d_CC30VA=~v5XXCM2`3IL{1&T^c+N9;rnr#MV=YD^{YF)&%7a&L*Vl?LV>?J
zz>N;Zpux8?x(`mieusP_U%!bQ=I=VDv~Or~s^N#VCIvNcjrCW8dK~Hl2SR$_V~0(G
zJA%%9&3rKBay*`up*5&Q!zX94@m60Fyf$K&@?D!p2TPD`AUj>TDRl6Tkf0lvHGDHk
z{d|jmdY4|-Ja@k79KpM_H+%4K*v%ijWAaVd*t-Nhr}sFs=}6I^by)G>TwX%hxIl?s
zw{l3_DqGf|?W1V=i_@biOq?uye!DvC->{Bpp4;e*LTvbSi`xx2<J_?NtYY=nQW?M3
zO=H`)IooAxXnNJ?IQyX4@RQADnFw+B??vcd>TiZ<>*Me=$PKx2e7fNwpu>9vc3_+c
z0riw<Ucz}azQgq)U*5SKKits5<z2oASwZE$>086u4cNSt_F;$HPk+<xOt}Iw)(S+G
z41DHyfioq+t{ctJm5M+)M{spl?_1%nC9jwywa|xq*Yd2M-rCI|P@|)NaA|bBcMW|p
zn1yWPe0>K04C-jE$1qG2hJ@K7rV)DjHs|Cauw(55TYJU~TE{JI0p8dH!e<NZ!4-zm
z_R+I|a(r<L)xv|QK24K8wk9<X4Mb(?(bt<ze|3Y*0v$cQhU7Vu|IJX#OU`lk8$Q(I
z%}d4yzC$z}HUe$)io1u01E;~`xEZwLYR`sWleNptk_pkf0PB6q^^YXTt(sO-3jX~s
ze%GDO?9Xfp-@f07;3uLK_iezWl~_X`--#fNaRVx@d|hxN8+%{rVg6*JZEE*y0!|L}
zc_p1VA}jrrc3-9Vn<J_!fio{=_I9{Y3dD{Z^Kg3{K_?-^Ild?PL!LPBhj2H5Sn)gm
zR(!E*V<=-tk1(0>{BFZ%1${-oFb|r^Nil6jkIG;9ML^|+<A77N3W2UQ6Yq^??nZ2k
z(MTMZX4(c!Y#O8u8(CFyW!-}yH`+&!2Z9B@bLq>W?}9r7JxKq+Pt?P6P1^Ccy&>Qw
z==dPS5~G(;3)B$Um2$c(v@-J~+kyWefQLhnOyueBdlFM+6()Zp{AMlACEB?Nt*XZ<
zqRgVe(I*$-EXZ;eK2A~vCAa3{V^zpfCE(nF7wvI$wg^4j1-aP3&zG?(5h)jE<D5C&
zkNI5s;8B{Tp6k^x>0XfjTFS=d8$*Wsfw-1kagsX&(xU@qgKRb_*UlZ@M&9o;-!wPR
zbMyPGxb{bJwnf<RSpjpX-B+6?mGJ=3AHjJN$(KRKybNP?yr>)?)i6`s+?5BZ+9PlL
zvW|H=KT|4ml0Kdp*xBTg*`W@M0s(q1puG%z#R@|$xoJs-7^6@=b0cIv!A)axvp>ze
z=6Cq>Ojzrk_fvUYuJoVw<kQkUNcCJmy!eaIAVIw7Q73pHs_zl5Erd34U!cz;RL<TS
z{L&WL(N#_474TuUNPZG;ZCrIPEE}6vE1r#9>kqbHUqAxs5V!x2qg2Mf$Ls%12LT+g
z11Jjrp@RSf1^_F8ffaDR&iZ$l5x@ocFD}F19)P^?A2=g`umC{)o%okm!NK%b`pf3{
zhjqaOU|0ay0)R2*zn{_rXeRW3IUvk{S!^sE`0VryfOY<oPFVhOL0CBeH~{GZpA|5V
znSl*}12g~!<exh$fEB>P4(K!CGqbbfGq5uNknDeXEC4J2j<7H>16KRHKKno93RVEY
z0>ECO{|65k<@k$b_(wn6KL7yF;{P!A4$!f6UEXhO+qP}nwv&?++qUiG#I|kQwr%r7
zH&6Hb_U*4n-#fmsYoQjZX8rf78e{MJtvOkL4E{eE3ns?@SC#){5&n_se>?uA&QIUJ
zl=;`Ff1ds4@z02V*MGG6SN$J;;@_?RTlp^?{(r{&Uug5M+5bbEpH}7{X5zo;^3(Dk
zn*4X>;fL+`uZ8iC1pg2z|C^!zwEd?<{{?CM3()xAN3;E$%Kt=T{+<6D*7^4<{TpNX
z&;Eaqo_~w=-^(AQ=YO&1pSl0M!+$UTvHYL5f6_me{*(Uc|EJ{m!I}Qu_wSPVAH?Y&
zf&Mk`pZY&m{8Ro%`sX|He@OL@GXEEN2;2X_LxPnjYyue&Iv-H^ibEkXOo<2!1+c<}
z@u{xB5j-X1BkEu{Z(mrqS!BbKG=MC-n7KPl>>iA?M@<N>JFeXzfy=NdSsu3(9SJ-+
zSmq5aiLm%GiQbQ`i*Q!rChG8WX^poyC51NO6EDGe6Nbc`Jlz~N*=YsX?*-8G-Ocy!
zOBdlA3BZN2SV(~^luwJ4YE+>In;L%;%5-B67wvrz^NE8FHZTsDxRK|oqk`*>0dqjI
zQj?BNS1tllnz+MjzNh=DujhLQ7B3c*MY~`erFaU}@lR_85QbM>9xotcJy_B8u|Y)Q
zqfFJEqRm}Y<g<If&!C~1G~f6cHFnV>f}o*^xJ0fd2l1yu*mY8fKxPs}F!q}iJQd~o
zQir`@dW22WvcudVbcFHpOx_|~3|G7_gmQRCEr@e?e;E9Q>Cs}-4Pe)ODH=3R9-A}8
zzb{xG4p@F(_DsCMf;{0DcD68*ouLnOc_RM*`tAE?1^r)~HwFeahX3M7*ch1qCr7gA
z>F%YXTJO8m*0PW_y{tJZCBZI>R$m)R$|4y`Vuc8aKtM<UX&6pKJf6P~VBbfYOGA}=
zOHy!J8s-FKp@D*7uM%W0>{T!s2E}EIfQy=mN$Bmn<JitkA}GFd^6>Sxl|Rk-Qt5oI
zvQ*ZN8x~H16E1gckL>vpIbGco9(JLit;_urNU@CE<&j(pQ-EZ7g-+Ahm(9xsM)4bp
z=;53b`gl6$*-e%s{s1;Vm)P;=3R%uD)pI`lUJf~WQ=h%VWcf^cAbUhd9}s*wum3L(
z{_qFy?RJ69SHAYP`)N^;+sNzTMNLm$^KoRHuPt$V0pgAGgQblo0xo(z#8tuU4xjIH
zK33J7im;PaM&S)R>x1dZ7VDl^z8JLP^gJj#jn1KLfuvcF^s~O*!X+p-{ID$XxLerh
zU#hV#uq@rS+dR>k$uK+JT998D+2l$iE2AGGH}6C+53!a{ktsBtU=?5Yf_RTI7sLkh
zj009OOZ3f6Ab7INK{xpx^<}R9o$RXldp8>DPqVRiT1@dnkEM_}N5=ZqOS3qLznLH#
z&}f1rPybS$|HdiQjz9r*8y`Vi8<TxrEclzceUyO2xFTzX0VX!HxH6HYg#L*!mE09C
z9WYa${5)r#o63*6z!}O{(3C0a`G(;wXgXV;rB{UPlvZ%+{WqcD4FkUT4@(B#zS-Y6
zB6Fy!+>z3NW+V9r1|x14W%;|s$a6FF+JNU-tn@JNVkOL_d2k~P?`gV8na-SLB{(sf
zkuZ33Ou56~>$2bivgqyE%Xw9JRkjNr<@tFm7!`anC$ENk`=PVsNVPx@6Uk&o#S^u-
z2VS)+@D9xYDsOv8vEZmZMXX+d`C4_sFZO`T;XqXnj0-Xz5FE)oNut1KFOQU_c37|j
zHfXcxUTE)~vFQR6B9~U6!;<Oeeu|CLuW0YzY1*8q4_07DO}m|cj>8?GO3d0J<V@x$
zCsD(BB`N`4yc9|d@&mdq`_t*Bkq2cvQ$z3V?QEHrH-V?U1Wtk`%!)P`-v>14!AsDm
zrQMKL{*uaNPcThVde-#vk<zhGhYe^rR`rkEZbvL#pf3M926zVAAzAjfM8zOioNfRk
zC$cAMr9f1n(DBEW1MSh<C0Q4_nYA9qj1l6@1fhq{l{v$_JxA1{PACcpGycKe@xk!)
zLe$naN+|f1zuv?rVNn1OeZ25avcPB;1tbZZ3{rvKH^vcjxiLxtEHYR48X>z=YKl$>
zu@l4rr$Ji}4;Jg$GQrof#NT!wx?NtG#4baOaRF+8J}O@xn0uA+`BR(knEcA(T-}TD
z%byAe?0+``Xi;7Ohq;WVMqYzH<(;AnN%jN1t&X5MV5ipR2pxcrv&1a8N-3NE8iG$s
zQ47FU62}L@Z6II|6%?jblORLavNR`?vqrrspsZYg$d;)vOAYfYL{Z|5-b0%80dbP=
z!%Ueqniep}wW~`wMD^p9ifKti{)jEipv10_fGTXl5JnvqZ4YMxU@s8op}1G915z=j
z=AtSix53iQ+Cq_Vr8(7w-rfRhOON0Ivvv2=F6A#W_~6QIB$4<3%BY*EV+p|VQ=0rj
z*%IVEm5cHKC@A7}$3!z^e`4<*4&Mque5k!AGjr1~M@Cf_sO-m)c=GNq+7g_(R~&u*
zwHch9E7tu-{J`nLjd0q69XDu61M>4i>OkQu#;34n{@@XdS6sXdv7{5J3j8!jWr)4t
zdtjLJ0Ov0*=uc3R0s@8yooP$<8!6V3%sOkn$vcd7pTZLn#F}G^>%N+Y3nxW^vR4vY
zknBTpKk?UJU(7QBzqx0qTQkAyf~PX&uwS+R3PtU?zInnOIK>Q(=`HsV3nA06_++-+
zxn$2EE3^cgI<Okkt2#sG5iBi$aUC|GWu~^1;!_Lo&GajM1+oEs`|HIDq66fLtefk9
zighRQ102aeAU?_ua~d}t`QLx{0k5~zCX=c%&N@(cfx=k_9pWE;e$b1SFriVrzl_-4
z>RNlkF222Zh<;(jrk1)9FpiF7G<QBApP$6?pNM4IcJTCSOWZ&v--L8exIk}}-kaE{
zJ?Tj_d3|T!DBY~au1_>Hige8c$7~Ds6wua^2*mp>gy<;1>Vo=s!K^_9g75&!$%OhE
z^mF0>digE1B3C&i(>4ZwPouvAJ$mBx^q#yq${{!Hrh|JZOPG5>vF1FictJ3C!_o1C
zH1P%P+>&z*uiOzSxJ5k&ilH07@ktnvc*C0Sz`JGP1%I|?lmP1iUY>}*B~EPG90Vkx
zjGY*h!VeMyqCWC^4}SN%e?qFxXZPC#gowK#;~%%Y5?t<D#%=Ouf=-2<Shi|ti`kam
zX}|sUNzgw^1<-_ILcy@M!@x27_Q4D(V6VOU`e<7Hx_+hP0j?mqiR!(&wXA!Xn!~e9
z-q{nD4AeO=9k#QL$%7VH6<R&PSe?^GnFgL5bPN9-cbQ#Vb>EE*m(GZOXvnI5N5Kbx
zQM7APB&vi2JijU#>0|xXu>K6K^_tj<*xHsA@`dBFys1CCOU?3}`m<pKkOlA%xi;O0
zwucB_V?lp(qjF&85YX~Y+8vwUP<7YYr)GTA-?lO9V#W}panV-x^W>&Mgem77*!_SY
zy|lN=Ar3ol0GiNN?MrL0cOK_3*eeMg&_zN2H){8BV3s^#ud~Lz$q+9r`zM+QrNPNM
z@$p0eeT$MvILYiSz-Pul5`Dem8<p-ZxTxUv@WA`5|9oVOsAY`M+Ar>pUz*DD^a9F=
zFZnDe2h+1B;~g8|)T^LP^9_!I9Y%~csrQ#~1Fl-|6I7qS(HpHWJS64cT%q_v*c~vK
zTCyDw7Q7@I5EV55)MkJAcc%lYRf0|(ZCm>o^qwS9gIo39n6VlUv8y#}3i>~?ac|(|
zM6Yf10ViYB0t4RoaQB`pY|H9XMF2NQM9-WW_!e513B#n8@zh=@B;0K-orlyEcmhlS
zY?x#JmFxFrN!1IXr{q2K4x=LOYoqhIKFS+eYW=-DCj`3DmzOAk56~ISA>H4RD>ocS
z%K?vxjJAJ;L)5U;2#nN>-HKbW9in;!_dIL6yS7w;R)KHQoSZGlf(e>7!<h*=n%A?(
zX8bA^w%)256lpi8ZG#F*S5#y~V3YJIq1#&WJkcTWv|88;$_aP!#gjtKnY!iXO88ee
z0z+ch26Q$n@3Q|CKJEnY5UWfpAbo;;AT`xA(KGqi?##{6frV^nrfjqb4~4C=eoU9I
zzdfB#O2=JAK<&2A>>vL%S_hoMbKuF-j-Bd*)DNhnm=->rVRM`jVT}RFPG~xqA=tQ!
z4N?*}l1@#a>H?qEiX+XMVNNU1Rz$?g;VK&WX>#hwz6;(k5j|DL_p7+{&+<m>gXV=E
zLT*gAnZRsYKYc!twHXOa`#zxO!7ic)?Y#K0Fp5K|a1Pz@t=*jtbFkqdgA#{FsL3{L
z9hYzhL@}7r-cDt+nE6c=EC5*D3Y%(<*H0#*7NOW;fu7$WEnqI}C<L~Q$X3aN%+@bi
z$ajN0{G)hxNkH^GxuQz%g>bva%EX6UH39Gr-r<1Jt+;sVY>h;I4rKmqXoAdEtMQBH
zceR0PMKz2O^10AH&kJ5kgZ&rlz2vQ_cU3MRMX*|UANMN+`t*Wma{0wUJL2nMU*zsJ
zDW+Z%zP+W}0Pe%SdmA6iL<R$1E>;~;k2SqH_ae>xHhM7@-1(0Rg`n}v<bGE@m=aN;
zDj*EEuz8;?LC>wyYvY-0(u-f*!lp1@uBRWLdA#cc%t*kD^^Y1PQq-uga)kCs!|-BT
zT9?iy<Yq4zl43|LfzQ^n{xP%WnGgre97V8DRatzXQf;~`aEEEMegngX&g@O#OlW`!
zxxaAzqiUkY{Eqxc258LHSpv|iPp&MsDXHl6KcqcBin>11n>PFxxiCA#g~Y)F;NvD-
z9HIFqm0LW)XzZf)t3NoXda!e+R_2HOi2?qs03AxWvDDgNUY$Zto*`k@Ld6QG0mpt6
zr-8kvi0hBq0)?64pDg&1t&aTwqkO~P2jJ$0;t%Gl3p^qa_3E7vFEhkNP89pGDiZl0
z5d?;`U4t;Z9@uJ9+j_15EyC-Wo5J?rl<mm3D6(LpcdfyP(avxMJZ2j~E$(L0AyaQj
zas+>44mC6mI8d`@{K<Xd4^BC}q2(zfq~ECUM&;o0dMIdDPI>S9ZC?DluAyfQCYTKd
zLi_VO{LIa8BigD1y!3lVr7VI?ZANI-!MO25xilBlmm87Cn{F$vkDt7#hvmd|ULz!e
zZ1KY^f#van`)r&CqH|#MORzf=aUgf6=%~ytP=R#_X(@Pi;{7Ck2cGA(*#?5Qm{r)p
zNp6Pe$sPTcTpipHsXPsU$PbVsLi>;rMI9l4#`mB8uAs>GuDpJs<{sJMzgPn2d6IJ{
zz`Mao)!)+u=ee7n1KZp71TE{FV?XGw2x`nJsNe+TBk!Bxfj!HR0gk5|2^VYhCY@2N
zUj@-jkN#4&C!4Sb3uJ83^!BytKV6E8A;j^gXr-S4GP^|?7s1zqNrSvu70u~|_fF*#
z@P;ua51DwgAmuIKz?%CD+O60JK$nm(q%YVXL-|bzJD*zNGgaDqc6DX-n;{Wi$a{9J
zz7BG>ThHT?UYMK7aDsSImxMRW;SiBR61!WskMC)S&S2w+H!35e<kb&ujxdwn3EeZb
zy&d8cy_daAp}V<r=&*{^7Es^G6Z<<}-oAO>2YvZm^r^G|1vSfdk85>a8{jE30=q(Q
ziz@PrIVrT?Qv!tC;Z?bpsaF$}E@E%xP1L5Zl(Q4K<yo)N3+rpD3Pr}70?2;42jM`+
zZ^#{fd#%GS_7(aIqvb0nzMCL_SNCgG(`LgM)L~&6ZNN_BETcKB!VxcQ+(VenPkj<~
z6gd7^!pw<p$R0B~_$EP;bhlskL!NK)+bZ&q>!Nq2aw>zsn>qI;ngx)pAfc$`1!*dP
z4s^gFh!}oEk|(5rbpRPkaDvB~>;7U6dQsi}jrld3t5SmGQUb*&z`54o;SA`*AKuFX
z*tRKNo@i&(aVeE{pZxGe{tXoQmGO3`Q?AeA3p)pV2K^SuBb^SAsxR?}C-uW#VkgsI
z9}A$EVN9xi<#HWTZ+m8}@v<3_x|c2hdnK0pp!Es(?wtw0j!VStMrm$=aZ75s)qkrA
z@a~Q6UGPqBDdSM{+3MOCtOE7?2CppsYa<hV3(79&`{Q;(rZ>6~nZtj+4C8LvWAxJO
zbOHPJ4r!OxxzByj@H#w~1qpGTAPGsqm6%sTzidb3{1lNd=*@TJtrMS#2jAtBkV;60
zRqpH}`gWT7%tKBr%8OntQ^eO_yc6)(x4D-TfBtU{xm)hdzpAs%7#fwoXKyjahhSTg
z7ANQfnQU-Du!#uKTBWye1EYwoQ@m2^SNzEh9MQvMilA=@gm$QXPgKa&3Oirz_(lB2
zDK0<Yt<iXINuMAaKQ^ZbX&rYjxqQQ6HSRS(^mor(d17sU)~5n7;wd5ARo|OaP$Fs(
z-{tu?>1*o^y1^F&(^kNXOnred=n$`=vqK)~K(4Fm?g5O*JajH#3sH)0i1L=9yc}=&
zv)PEI$v^~*#Yzj9R~ICrOs=i^+REz(dhT*5Z`0jlqWXu_Cq6!0{sg}pG~vr;S>Ola
z28p`~tbeu0D#G!QQ+RY_$zWmiSi)C~d=8xLTU^PWiVl;}Vd>m2sTwTlgYjYcG>Jqq
z`Lf(H)rC{6@~<6*cj?&U8P}^Xec1Q!=f_P^)Wq>E(6<2{;fD|yyd>^i-=1!7kC*YW
z>G8`y@!2Ws18YCFo~3NEQZf?q(KSoUIH?rU67kTm3}RU^g8y-nW%!-SA+EB)YrcfX
zJH=_C6658%oSR>)E7~*?Q;vxH?smCUp3(J7p50^mY;oc0;>_k^jO}NS5$D=7QpuKM
z<*K>uUfBV)LU+%qruj>z@=;xRr&{uWf(r*juO5=Vy48zaQ`aD~k)*D$q%&i&B~%?6
zXQYX?V}02eR)7(NR5r&+09nk0sVag!sk>|djUmB!;wcT?9SKJyDJULoQ=v&piItbA
zq<zAG;-AE;y?m_`8F<c6PojDibSk9@w}1#9lcuOotu}0}-?rm?tF`SzV$2l{LZ+Oi
zOEML=W~|8$(W5k#+Lz(l9$a7d)MT+#<*g;&mI=!WNWN9N-E1tIzg}2kYRq=d<II1P
z9`|a*bLF=if~4rdlBLKs{$j1GukRnAt}E2N7P%g8=~<gb(p2`&+Csj>xvsQqt;P~h
zT;0usY~e~rM&9y_Qclt^vZbi8<Kh98oE}f#ua;$8WY}BQg|zV$8cE5#B-1X8t&`nD
z{1P(Lc<;Y#W>Zz#`d#KEgl(#+bch4%f4gdVm0Q>!&I_9|cG<V6z>TqWtHLDaZn7s*
z{RD!p%D#GU+=X+)ShSw`90CmjX_x(8{!2Exhm2y$#ot(QTr#6Hk5}Q@__sR~b5U4Y
zq+M|?qkh-Pu`#_l;tCh~>g8xJ9~H2zCDnsR;3r%t&#o%1O?o)G{O2pwPDhpr8EayP
zt6Gt`%0x<_e+pfqv9xz?k+oYBazdvzr6+nUY1Nf}5G`AKA>GVC-FKdQb4{01euLA;
zB9y13a8pi8(Gl*p*Hz%g`Uk1JlVWfR$p>kCVVN4lQDgJ;eG$=OLCL;;9MZWatqF9Y
z(o(H=(1;rEc&eHfZj3%>>CkH^PEq~Dz=yHNeLYt<{MGHYf9EV1EXaj<exsL#aA1@0
z282d#NC=|bdsxVMNIF`9Pw|3{BirTNd}Ct>DCv?vvNhv#wbXr-hHkj*qCH-r>g+8U
z`3`sY*wl+$rdHhu*n^L)yC^eGOaA#@vMlecTHOd-#ShF?nVft-M5kYxM0h&YpZ}Nq
z${u;CLQPk-^kp55Ow|-}k#VURLO*M&MIl{lG`ga-S@fl;6}ZcJQPa!$se2pqYa6Zc
zX9JmDf-h4pmUnC;mgo`c)sZ0OA0`a5yV?cEj0ZGvWH5IdhwXAGSUhekXb*Rb4mCEG
zRY18(eeSmY)PPUC>V&etC1h4u64TXb9ZFd4@}Dv?vkX;+<qLq=2~nC}s&H>u+f7PS
zevYe)sN(_<>=V&}>wU+PpIfw}_bScQo#H(ne?o)GIyqZ?1r2Sl2xtMWLAqfV&B5kT
zzp$c};?MwoUtuk6mtGOW-xA#7=2osnrgxS8M@BiT71os6h@RnDXmGaGf#mV{Ud*7l
zAqu8ocG0MM*t@y%`hfZ61$!@ZX!-f}xn6#pM~N8R=O#`Ox(EPuX)XOQYXA9M+E0*5
zWd*lrwH=(E)DL0}UAhib-t1RSn|qF37^TTx;KO|WlQop@$W#_PJU+@F(Oa3vggvd~
zDwr)%HI3b_DK|p-@`+|_ZqgqK7&fs%D&MG>7pTQJMN65MI%P_!moB50dj(SM<c@=u
z>+I4`G`e=Mh!!C-Es>ca@5vXL9W*gg(Jx5tYL}QD+|oT%G|f@rS46A4sg}ly>qYn|
zj*gg}cXY8~-3*P2@97>BHz7_9QF=q6?|Or+gDfXL4dv!xu%HG?)|<fABEE)~|M7PM
zy|vCQ_NZ5bp#Va$2*%hO#<6K^m0Z~L0}|*?iA^y)<%TKKb}Zv<pPdL!*4a&lX6~@#
zp~H!doJ@x<)14^d6JW1}(ST(!%(jY}0MlL5Ak?17!%LeWR3ny>n!Ehs5v@$<NjBRW
zEI+oPyzV!s%NX}t>ILofsOwlmK~=;E^r^SC-R0PY*@fCw+m*`=hVr7lMo=VxYP2`X
zEEaC}ymn~&Th{q4puf$!mKsX-97)kBc>&4xR9GbdOY#CT##^`4s|}?f;52^*aBICw
zE--fM#6XNYDKP@Jz{scj1f}%Z4TvQGE0h%T#{JA#Hb>dJePt5ggjqV)s|_}6oNEha
z!7n&&5oARVTn&hK+v2R=zo`pp>N>fEyZ9`ol`DlPq1<>qMZ}R0`f=15)(>>+je`)q
z?_>Aib9?1uE)}G*50U)*oT^^Xm<~j|4B!eB*vRXb?dK!_mdo7>SPN{Iuf?8utksLv
z3+(p}SOHjJ$HmCq0B0PI*~WfYJ*u17!Rl&y?XUB|rwCk%wq!#+G~ACK7STw8wjLz6
zKoRAuat4>YU8vL|b+8$}&@U$s?fFY<m3W~aFB?sbk@oW3+>p39_$eE0xu1E<UegfY
zG`MOCDkBq>je(kmox0LjO=G6AwqK(9kP=0#rqrob>b<P7Ln_f-$`J$f=7h>YBNs5U
zd&Ayy98)}UdWzDOON(ao`nF5;tv;{*ekh4Arj2r~JDo*;dEl--2Gb0QU)*Hc!8Bus
zWrm?+N_etslJgkGv3<>4j&VdIpN37km2}alNrOfZZHtJ;INY33uC2k?7z^1rQ8SKC
zSvT4Gegy<|aGX1iHefi8T#FjD2szZT?8JaJdAiZlC+*bAkh&8p(UHURXCFbMms_W)
zf|_~cTG}pVrs_E)T}8Q>kxwp?EuKBS&DDJb8k_ObILTS>4dL-+@(cOf!?+Y@alYiq
z`%O*ZDk<n4sN!3^uo%j>h|-mO10DaJ=9RvHWWA~I*&x(R!&q{*PrU(&dP;!f{LT(B
zSfoGckmn%5A62!>y5-0|Qe@+<rta2z2mT*VU2gE4#>Ic*b)ShnOMJEl3D)RUO}c%y
zRC;W1|FXh5CZVu%;`s9osN@*pzE57QnpU4Puk46FJlQv1{NfXZTN*Lsa~939>B*Nr
zmwz@NnOYlY_!=1SG=s@8qtc=ZEV3{ivodHhT}o(oJF8rMQ9#VO9Z@u2Vz#_6)?@An
zmgg`<_l(FKdM;*^uCaQdNuK(ZIV9WISlF3wUgqgy|A6t5hGZ&he^edM`iGl~##P^-
zt#~p$C#_OUE`@RhtL=b1-F5Uh-k}QjKOXVd@fNhCPYBY`ur)!h)%UtYgHV9gAvtV3
z%gqG(k`D^vANPe_Tz3m70S2Tf{<atjY)2@^DC1;if2^QV8S8o|eclwr=k<KncZ`Ld
z3mrLzQgyVWe4)|*LigP72))s?o9wYtsehx<X~86clYR#oBO1a7=Z#a9^zuRf{!=8H
zqNc6gTI+yVrmWkVcIXvp?BM>ldERJp5_%&NkoNLJVr`TN->5w}60^&AWXPv4-ZvyE
z*jxhXEJyS^K|)_%a<s#o**-AwE*zgf@jFtu*;5-<*b4$!^;&#K8O}|k=!j=Ib%BPf
z`b+N@@%i6}oKs8(WsvjO#Nk2I!+h{FlfQmsm^=B)g7UNMNwUJF)3@b2C!L*9*#<lM
zlkmkaN46^cMZeEX4RM&;Vw<yWa&ab=<gh7XwuhtsgrMGZh}7E|s&IA{P1PD>dq>^8
z=6)43CgPc<a^&&Li=W}Ru8et>)QzuNS>@Sr)sVJyTRgHJ|5_v|FCKc-R#1?Sonx#<
z85jgS;CuQeGAVc_^@waBP*}RXCCh!$Z47^&rG8}lWY01@hM3;<@X3kID1EAZsbySG
zGv5>-bz)6c<kd>#Ookp(u`X{Gey@FUyrC?>KBg-nb%Nd!vt0bfe2e>%!EYd|%-4~b
zcTqrsRsPN}#C3bd;CLhR?nlGxb-z6Bc;l=SS<!+&7+xuZ=HQUB_r<jalg}y4a!T9I
zb7eefIagl?!TBV~9-eR`<?n^ROZ>p$pD_)V{AejQZ@KVYobiyyP&-gOz^u#=(H(=^
zVaGPLL!ExW_{4pmIJBbMeGy3+UDklNe)4$7CXPlOwj2&UEOdIr1><iC8lFc{@TT69
zd_RrF@QnHr(Vyk-BaN=Y0o7Yw8$)&@q6b6ee#N#yt>ftF+xM8GiLumNXY`Kv^186G
zMYnBu!LBj1V&@sI7*=%d2CkDslr!L>^$Qq7_5{4>6e~INJq22Z*hiV=ijc0`kxlzX
z?gp{14?EiDH0;IJtLQ2tKh5Y=_dM}rcX!1Ej;f2Jg_Y9)f(1AfOh3GFgkG{elP~Q#
zSqDAi6x4U*aXsMUNhfy%Rd>YQ>4kn3>yGw?uI3x)aL3QtjeWBenGwu~eoZ2^7{c8b
ztkcFpBOf%6ZVV4Iw^_7Vz*}^&yfO1#u=Z%)7RRqpzi2s^mNlLaFrpQwAJR?V;c9rA
zTUPJt>Kxj3-&Wlg-bUV@i9$H=vj?j-$Dh@ZbQC;by8O2B@M{+0%La|knNM{>GyTGK
z%d=-757<X>wh_(sq@l<GN;QYeji~|tzHsMefAHZO4SkjMiQG9z{D?MC*nwt1(PEIC
z?8C!D-3S){z_b(m(3TcPnU%kYr6|DaXcO;1e_t!jTAV%=y2*c8B0r~oT#-#TPcaWP
zZ#b(xgI(AOv=UVH!M0xu*qw`s5ccSH;bkS#nr-Zfd<lw74UhcrjGqjx)neMOVNxUs
z>1SUDr_7OOJf0GaAqWj4%xKe^Cd5PJTu0%Rg)S1kr*9inv2Q6YE^*`6MJXUKmu~!(
zuQ)l&c5(6K^@VUZOqeBt@huRnGWy2R@p2}XsSwkwoa#FvOBU%e#-bmD`EshC9`uZN
zxyyjIj+i}u(ke3;pe;NEd^p$<Jwu2O3;V%L;tRhy-S?N$x(S1rPi*VykpRCR?`7`E
z2%kU35fjF{Gkn4=ayd2SA$oThp<RwgWNQd$4)>lXy!(W^6`JLRXu3EwO}HJ6%;K!I
zbg-;vKrtVkJ~VT>M0HbOZF3y_tW-lB*uD9AyeMcHrZ08cK9MaV{Wbrq_=_y_CUV!9
ziDU&R^j&%M(WLTT+`-H|F1^nfDeNLwerfhe!rtGPy1K;DJ@J|UqmZJ|o<&=mLhKgo
z2DD4z0zT#{n3WO=%ZM;>BB>I-H{4h9?fiy{vQ+MS&?%J0^2YKcT54b~%Mj`%yRc|?
znnI&Rb+$<H5pm?6l}C?Vq|62*(Y#}|EQe*EBMJA%_de`HcQ4(w;p&?hanOixe@*;%
zjiP>0%_90m&(M|=qS}LvmVE3yzFmgZKvyyxpB|`<T;Nq3nyU!@xp>>EZubXks8~T&
z6xl$w+JMw_-p*`vZRfY>j3Tm4snYEMR#b-YN}f;NUs7Yv$8S6>SnOK=?0nau1|w>t
zpCF)?M&Yd~eEG4BE3EAD#Rq@A|3amQrMdBl|2h)nC_;(Sw(g8w@=!vm{01<iJly86
z%w)*6@y34OCH;<IG2_UBrOJoF8sR?;w+iqEhJR`!duxdMBgO*yN1MZ`#enIoJ~y6q
zG^jr^oeU{(s{UHE7-XV#W51!gIm<QL+F957y^nQyIf7tk={#YzMgCht+_;>0o>9F-
z+U07Ov?ZJ_L6;xGo6FLRjF0)xqV2}PCL+1ebPz=3niN}%UQ*bZzJqwEqLIYqL$g=&
zF*$!M!}#R!rxA+{IK95?on|wBaSpfly31b{RFuqytb@@~!q=4+_{n@Ul*7yHl<J}*
zIE>XEeXCRq*&;!?#eAvGB(i;?f_;(l(<`Uv^sH=F8h&N6zkip@o(Dxb+^F~pJ!|yj
zE=VV8E3H;)Cvj4vVk`Gw)(Jm(pI*k6WcP~E>{~X*mkr)}465+KZcsNUL^}83n#A$K
zytwZZM{S8@<2^Z3g4}+mg0}AvHFwR9H~{b0f9@l09`88(vBf``S<|Y^csS|hPMrev
zF~WxXrlUizT@EAg6bj%CJ1IBv%HJyNIgyo-mXti8_u`au$f?tbWq~b;zsIiV@YQtE
zT&ZHzPIMW*l-c}aj3-$zuOyD%4*vTDrV{HaW*Ya?XeZAbG?mLUst!b))HS*qYrzP|
z>N>lk9<Q55^EdtQQH(ny9ZfZ*gb%T-13WXUgMC4V>93fsI&k%5r6mg2rQCq>zPCWI
zC@cjof^jWWOdZre_(#*53<Tp_yzJw+8KFWV*HIKP7Kp#EGwZs_9URNSiq)d86<NvH
zeRuulfX9b#(*WlrRT(W0un$C6%Injb7^4}rWPDg8>_QEwv>(?`hs|g`dS21ipJ*RZ
zym<I|FDlMXiZ`b7oW4HPN4@<#c=XHm-yTwdmP))8B)dE}w0_5`rFvOWsXAX#+Yv0Z
z$wnQ97nU3yi-Ai8=6mNa^?V=o_xgVx7<HsIxsdMIg(9P;@t(VGAt85sZUZVt$=G!o
zq2D!^f;8VGHPMS$OG?VfxNrXW7uS4}G9IB@JOBJTI#nMuzv<b}FF5F2+uDB$8-(~;
zI7+BAjg*QdCqHd=%V^m-O2B%e7unB=VBM#oDGl~$w=PBxe|4|R&es3Mm=qRMv^!Dm
z(vIrkQr)HDLnS(k2yedFWA(|mus52-A0hvu*Dw1_`q9ed>M=7blff_)EUsN(6c`}W
z+`4*7_cm8t*Vi`}y~i77g|Hk{E&km9HR#wcWiDA9Yt4I;Py(z<VJDauDlvqYzsgTQ
zWf3QzGiB#sl)sO{-ceE#&ce9$WaVMzrV{YRzM}Jh?I@(;W_G?{^JPN_oxKYa9@`j#
zch_v?IlpmlQp(CiSjZiF7XZw;Eo~H>v!2~Y#K9;?LUNw4zgwEys*ynnv8Yu=fb}TW
zs{$z{v)zo&7@D(<PtsK)SWDCb+{7r97MR2UgN2dIEl~Jgsi<S6QmJv5xaiX{Yw70d
z1TPEFWP4v~Eq`B1oQu{x`kr6NHsPt$IniZD^SO2BoBMK#@(E1$8p-8L4>#wDc#P7(
zaC0JST=bUd^|tAeqYT2iDi5bqEpZbnX$~nD?fJ>C)D6lPLA23P{_|N)J@B@8w|EyG
zuHEIy#tyR}CDV?ph~RY*5Qrj(?iIrJ>-p6Boz)jnMG<sGQd=YF6&MK-0wOL%MHTJo
zPyd2-DYjMH&qdO>8Zzmt&VV3w{`KzJNiCFDUwS0ja-M$6`Q}tj+yqxO9J2aBxbXTV
zIKz%8fLd9h-7tA8{1r+k*nfrH9CZVoLB66(TF@SGJb~1Gu=fbQJi2^AC+T^^SN2BM
z)&?4u!D|e;JjtDcdl;w9mSo5}Q2@wC8<XiP#16eAG7XUJ1Iu2ep1R^P8n9)C%s4>>
zac(Al1IE4m!u>7d5CqwT{Pv3=`<py&j_~NaZOf8*4Fh{Fksq-210I)88`DQz@(Y|c
zlf}&%P+Ouk{mv6q0qy|IlEO+kBY55<(11Z>YYHNEXI&4|yqOX;_E7+<tnu+BSo=7p
zpkvx7Nnm`?z9=tuNs-+Q9r;LSvWNp!Gaf~eaaJ#O=HLZ{2L(5l)M!jYGAds)a?Plo
z0j*$2Ah8Yse@<X_Z`mLs#v(UL%96oKo%K{PE=*I3RY8s*k9^$2LMNbGiCUoe6_h!!
zM?tMdvU4ZTSd{-}@?K-qrzZ~9`9$6V%VJQJJ~k*+Sg4M8ukrVQ#-Qk0gqB1cQG3iI
zv{mzDR8W*QpQ7R&{hOL&eu%CU*lh=pX8+{fK$b@DcM(~TttVI#$JX*e9Y%<#oU3w4
zlus0^83`VAD1;=E;tr*{I%LyfJnD}RgPUcC9gGg-rr~exHeVKUc}&%O60G4W3;bjU
zQmpB=imcbyt*@JJC&yn^?Zt2T7u&%&HlfQbx{Y3I8&ig)o4&6{SrgmlaFmFp-BGly
z=yR#Wi;#yiGp-O(CEUJ34G$~^GI&$WnrWALGS7JXlm`CTEXbyHt8J+=F#h5&W+HxI
zz<~Nj5gGhZ0pgd0Um<R1ow&UQMl?`_*F<W$t2ZRubCU*mGXw5nHFoq!(hBo`A-qZq
z1k+Mk>^V`aoD@z6CI{C5T6G#`<6H!<M}B#RI8jjxL{|USqYVia0#I}x0PtEwt}sL(
z_O(GwVOagnGOMRH5zCXy%sg^}piAAgQ$j_bgR*U5N{h7;W4>cQl%~}9=3(Sz)jdd1
z<C6-W#EV_UVX6g7qMsBIh@b9K&AO_PJMgS5eZ2g+9sEb_JbW?pSI?Y__DA!e_1Fk<
zEV-*@b8=c`fM#`*u~eyX>tGJj!I#J?QT?hxl5G&*o4$}-F_KKah+TAM`utJvp-+7Q
zM@tC0A$>nRniitV<faMJAKGi1SN@G#UVq)w7>&UO6PsUrCm99Am4ilu#aU*HvDK#G
z6^hgLH+}^UBe913qCmtl`e?H5^hW+ee?Z+#;@k4aMCC4EML<$<V24STiU7saR&tpM
zEEK{B6rI{psi7<c^m9>vqP;Cvh(3n_&@1t0mR1R>$zY!mm9C%?A<AO=Gm3v~2PfH`
z6M*nH%0cpYF0jf|H;(n+O}}x|d%i}lPU^q-&N7P*wRe0S*K})pEfo&tkJy^qV@}Cc
z@7GE5wL7l<UZK7EK13{R@tyG%%xeQ0#o<E#O>iov@pD&Kbpk#z6PuHsi^`EUH?^YW
z_p+j;<;{#$xi?S4!rZ~;$trpG)yL{x*@N~-Pv#p-?9K{lNF3gqO`!t41qmj1hSaSw
z)>bGqM!#O}YhbuW**vVN3s|6#IlImhre$?=o@45)OlZbMd!8z@^i<)>hCq90k!KuQ
z=U@bG<-CG*Zq?3nZ*u@0f`$-GW>*(-Tg~jF{4PW45Y*UHz74*RJWPH&aV~y0K+$&k
zy2K)(Qiz$XMj%{ZVV{JxOdt`d8NjK9rhoS=<-&YA;2$*#bReHgCyJ`-a$$>bRLWH4
zn=>h_+suF%iJwsLzL$DVg`3xh9QFgumU>-Qo{>9M6eo?<-nYl*mQtMAN4g6??zaxK
z9mA$rbsh0uJ=8$S?daZ}xl^L_KdCPbZ>N8D%i5G9%F5Br@i@QS6mP~7Ex)f$Ao$(_
zCh=ORp>PHU>9f89>0!!VsBd_8ry6&VI1Na%_L+D}LY1HM1c*%fkt_-z$bP^j6vCA6
zoQq$<83+?XiZbS)dj`N<n#rV$+U%=M!NE4W^XUVuej>OB_Jp>AmD&{#6R`(Kh2@h#
zM;LzlFCubQ#VkWol$i~|u&o5WqO2^2V($>v2XNAchQ5IfjNdQXw(*V{#@&3l)tc{G
z)l`}VThLY>gA=_76hO!?@!*G${NV<G=V3=nT&ioo+=)CIDEeI3y_^_*Eo-^meER0_
zQ?z5Vrzj!f-U+<InbM(rm4U9qOJp~eq8iW%sXu%hTN|@X@RjM#^Sb=o5vf><II$Xr
zTe=4sf*B7jcIbx<=0)X(xbKS&bVr1Jxg^tV62TOxu{a0&t<21sF?DSMR}{@Vcq5pg
zu^3#Pi5~4VAn$4?rJ2M8pLY9)Gs6ysv|2~My2zkA&9C?!A>|kHa#<FGK^I->iordW
zf{N>(xZ7DiSgNRps3RhDxgsqsLViD#AE&Ut+x8RyWx;as>G*G+kNLY?oi^$%$t)Pr
zN4W7$HQw(JtXsCR8j053@Wc=-WWP5Bb{nd@$Sn$<%4sP2%h|JA-~TXXN|TK<z~rs*
z#@&$bh&NFCH=oFo3>#qmF@O|YAh}BzGisVn^rMgz5X$S{HztK9;FOsBHPxBLtehEq
zCCCgFPTs;P8}V^P;IPOo2ydym<rnwK@ub<8SU<0pU2iCj1=RQB{;3?aq)HT)V>j(E
zV)I~?Orri<Q>+=1E?o;{0pIq(n*62R9o-Zyj@>&NV{e6vI4VG@RSBDx2hjuB3%t8Q
z!DgJiXuP=S7zu1ytc{0l&bj1*@0H+zpo6WO@kwD#`F73?y>4Uk*O_FOwGZ=AE1->1
zxKtesXeFHO>Q2^oV*!!QcH%dR;u!LV8(DnVZe4;%Dfu^T*m2KUSf~olR*;I&ul}hq
zk}FFWjQOcX)=gM`5kyu>$2yaHM^{I+Y!YM#_REFUa|7lVck>3xGOkD!yn#Oy39E(O
zLWI;Cq1MtZMG^H<@_wll!}K7myQuNJ$=Ha*l?((NFt?-iJV;2tWwd~k!}zlEA}|Pi
z$B_l0t;|8I3T_>KQ~4Gm+w(pWh;t!=4w_a0F$x4iKf%x~2DF0e{!KF*lcIBK3mPHe
zA=|4X9JKvmr^K3d_zmVg)YNJQ=!rZ=J8=Wo3x9p}4_sY^qSK|RGF^7P<8yG(n0p`o
zEsC}Jc&d+{rnR=#&erVyz}$yllGka!E{I*8^2sl5-V5M#z25OX$s8N_vYZPEMVr*@
zXx?dktsALsdmbZ46t*LHv?J;W3$WnOq-JJP31<Wy&xv^yIn|JeS`3nouWgH~UH?#J
zO+i3Xb#ONCROv@t;%m5<-t+DM)^(`dti|q?0-?`()!ouKW19bF&xM*&#`Hj^by2-8
z<57^*?bjeCFliWE3n~M#_gt(Wp7l$v7f+Zn0q(z+P3PQ_Nib>BY##P70MQ5^VRbBA
zyRLTjwXve}j(0;^?1j-$EMypQpfJD_FTNwC&=9t5?nQIwy|F`!Bg3PI52hTmXjp|v
z7dIU13&#<~&L<@^CWb^?li)#1K&ZB!!>P^eF9S&w31lPb&x{!E5Wvh@&Xa7xu9lQ%
zs=aC~jO!}Y%A59fdTK_?Y%EnRsaDT=gz2YK&_<5UQndBPZSxd4Azi@ha&modqF;=%
z2&>9+p14A1Z`JJ_!mROuR|{`~pV5Ck;n!bt(`}OKblIAx{;J>Y+uWkgd8<EINxYFa
z70!%wt%uY2bRGkLU$)V97B49-ipzewOvntZmxeE0lzE2x^P3BR_A-E}9|US#m!^VZ
zoB7OS0i;?0;z?^Lu5jVbk@6H%aQctV4hJHBn<v;&k>g(0qSt)>j;MDiBTz>;a=LiL
zs^-vD0U0F1=W1|c9IAxi9h!7LEybh5NQT0ECU^CUY(!<ZfJDe+>9{gi4f)N0gF?ot
z{~ZqgC%D}b7(T?7E`S2PvZX-CsM#95m;PIL-EQaP#ICL#fY0t{#SI4sT<rU#BErki
zXWb;n4a-g9SJqeHE&<Q!I~d-bX30BY<8A+FSr|Fqbw6z6tSnD4C);}77G5p#bK!su
zIu4&SLBt3rLOKqS(3l1VO7t7hnHJBen(7LniPnj916bFLiZaZvT(3%Tst+dg#ttC5
z{$vzgI>|@(ab&kmFr`Fg5h_giA|!i#ch@iY^c8Ty*^7raLP8;$PfUOhzMim<IQ=)4
zW&CJRAfKKU^uSi%?3IhLMdU)12ZW<DH(i=66HVx&FwHa#p2WMi&+flmzB<6~h6H@v
z-5g&!Uap%6EBj;Vtz?Vq2QPy=(fBd=qQABVPtp&ed)MMx!LLVhxbr*pA_yq-+3f?#
zxC2N?mA)inK4XMqd^spW=WoaN1476Rh>p}+`OtUb=sp@7^KGCVh|ph>waGQyk}QGN
za7=W#P%X!gp`1lCN%oQJSCd2T7sq$5HOG=Vl)z9#m8%6gjV9uv>WZE!LGDku_`R{G
zLwB31Xes(22Xc_w{l`gz_$S`_2XpAIeB(EAQwetl9du|@ZhH4>_i$xCEudKJexldG
zSs^g&aFfE<^50`y^|dMO6Y#;~i5nNR@rzdrX9k1+YQmUV_W{U_AjKGfM^Iy|{PPP0
zfS7Dr=jZ=RvZ)A$m$Cq~+jU?g5?ND3jmN^08y`PC#FwAg!>@ZnY_e5vD>h!lA+}EI
zL1xCvzA>%xJ)wJAx0jx~8hyqwy)^f|{yjbxyEQqVEwI3e;a@I!g2peXjxPhRADM<A
z9u6x#kDR?5H4g7(E$;&mzbZGPm<gqe7J}Qi6bdz5?-f6%wSgiMHhi&=A!@mN!`j2F
zfFTvYPt4GHti5P%oj5U>#ekz1l}4CeYIv>pZ?-H4ov){cUG5lP8qVkrpqo#Itgo}a
zyqkX|Cty<5f+WD-zqEyCjNj1gD10?qJHAyU->CX%j*$p$4K}26r>hmr#bHT7@P#sK
zmISnukW|nXD<x6lEz^axko&c1k!mJFNwv+B78#q@&lyRE!P}S5gz47?7$_`NIxJWB
zH>RtSmo+R!{{-c-d5Rk^y^eawhDsi;p)Y2i?>G}?5v6`2?a<j0MOy+=Mt0EOtGA?<
zK`q83?84((pe;?do_|Z;<q=+<scwqeDgXG1eKQJ*F24gC^@f~F=8LkJFFb~Sfs*D>
z+?#6xAd)+5`+Kg4sND(uwm=%^E%lDNDonSmN%SjF_>h1oHj<SK6RVb&sklciD)I0U
z_lEEGajyrq!&^yvBl9GX?8nuo?$_*LG_G{*O6U4(hokFcM(gEz#ZNfEfxrv&oz|`C
zExzM%um<VfDHqqVfz%VY^S09*cN?XH;1hjTYql>KEzJ2(7UL$pIKTLlD!5AO6zNEu
z69i$kny7a;Qd-Ign&3_!V#qav$@zYlfr$>Ia>`Pn#d#?S`f-zJvgMNXxk=>44iX+v
zjevyGHCfG$Rt+AKg#3ig!|T5DUa8Zii(L-dQ8r4Qnx7EH^B3o|acLp?R9?|L7L-)N
z8TGv&)T<Grt%IWB)JXEdY@#l`S(ngXS9iQ2-jjmo$i*wSumck+q?Jr84F$U-&pO|t
zcIA0PtNnU_H7qnnHRLu-JBK}lcA-7ww??JZR0G!^b8sor1X?eh`gBPyS_T&|Nr{AT
z#Nhz(Sd?C9AAN$Is3{+Jwp(%6-=-_%mij|6E9>RpC;Z-xCR5_Cx!u#aZdKnS>d%k(
z-qwkFLD<#m0naucj|<VKy~!MfS$Ct%(!FzZOOxvjVg7h4Qi=!8XNjkwcLV+d=Q{;E
zgVBhTbg^)9VRB*eu+1X$G4!?c3diC%3N%c`l`EWsm@$!s!E@9HBU@lt!MI~thY3Q9
z-sCO*9Xn0aU6SiT)vzNV+tp!s5E8@1ZdoqW1ny{?(-o4$8<KO|{M<_nmX^jQjo`cI
zy%T^$yL6~a7-|llFzdhkSI;ppm6bff&M@6Kg7~(s$Z)8WHfCLI<IB*-xnP5-IF&4@
z_Y)ANnDf(tQCZqGaPS5(A~A(If?7#RtBLf7>>#q>wk2n0ew=b8zvN^$+z5pqWI5t*
zb<}*57{7c5H+s~icB0sE^B$~syYJ2gp2(nOd089^NpyF^Yt_<k2AFs<Z!3lzzdu}^
zr0A#$F@U%LU^55^YtajbVDv!4+h;c}9N2RT`!wK4rD;u$!g3)~rQ06D^~F*B^$$jk
zcJr)cHh^m0>rz8#moBit25+-*Q#UOytYVPdyj$M?IJ7e!srCc*r2oqq^0|8=?DTu+
zwaQ@*lFK@(*C34Z0G(S9Qc6A02&cw=@Lu0F<WHCbR)Jh-tKAiV=?IK>ZxVQk0g9qu
z8f%XJ`wF(r>xFa9X3a~gSMBu|JYTEt7Wm={dCl<Z{opn>9R2%L9`;LrEL6(o*BJTL
zY69eJ$T3?qjV7SrZ8h5tO-*VTl@W<Op*`mv)?NC6>=E%E@e%TjZ+kb)hjcU5Hj*uD
z{9VooCqKi4qrE|$sp2l$jBfVR_R|+G*!z=1tSfw*xZA*cNREl#(N-TpL~p0OGZtmC
zDXsEm^c4V|Al@Qu&thht0kM@8`ks+}ODn!0A}N){Sc)JSS6&S~b#9F-LCZ2Vr?5b=
zFq%0C<OYvXuYB(07t3OS6K456!T^u;pWf1qs(32yr^1gT<<w5*e!~MDouOE2zEggX
zE6*MOWAkxO%N0DQflz#JZ?`7hJ@;x0tjEqeV8RjKn%98_ZMD6o@E*ctAIADgtXla<
zi<Getwt=b?)a0uaxQXUP>asw}hQzuI8c$9-<8n&yWD081(kp<VaYVqgko4n_Q3v91
zgs^53ReS&;1xk9yIkI6Kq2|&*7Xp+p?JpO_ZE_98q_SE>UDS#RN}iu`uV@qrYJ+LD
z(LO~r8f<%ASZ#W|T5z<0%`nBx6wpn{g**~@MSyYlB)|x^&pLHL&6!;m_93EZi9`P5
z=xie9exXHqF$HZy8rK^!N6)mb^xB%VZ6d>Wy{aoTfv%?lmQ&H#1mS~nR<RT4JS5EZ
z1RRnl`HU0LozVb2S3SY)pqeH)D#AT#oMJjeNI9k8`8(xZbBX755M2!J&TB_!6BV|N
z+nH8X-PCJppLX}#=Tl?P=XgEQ1`Jq}bAbKE3=G8xfFEU2>T!->@pRT-P01FsnM!@@
zY4PSHW)cHI^bmn2%%&FX)~xX^3nU9x3y#H~WPxM4+SSd$>Y*D0+5?N%w_mq=w{r}r
zY8Fy-*hZCHTDwlDl)%WNR`el@mD#W`qERUgLPvDFWB9<=A9XQE#pT?-`2#b#EY}+1
zl*<0{lG3brG>Hoom#}&qGz{n(p6Q#BV%Ug$%G@<I6+;w4i^~v8s>0>$)KGQw`&vwv
z{jRNVpY9X;_v0_wobLC3UevC&o6e`$)vMOUFTEASqq3C6QuGo8Iu}7__*;wz%d!w$
zoCRn3zq(tt^*nbrY>D;LBE0r24xusKs??gdy_qBw6av&|R~9PvyhXUZqE?}}As@*8
z+8?k9r{1w1fDa4X6lCmWaoKDP`ALK|=;WU|1-}|=k@FNaQ2ltDL(L;GrQ7X7)iV84
zsn$R_i26#6ouztM^M`5^ex;b&(z1d|7!yOrLzU`}1c9?D!0*G!D9TbC2SF5ayroq`
z0a&%`>Q#L~6{mq7SGK4QD}bjudi!>9R6_lklh+*34}FQ*X`iy%5fk#SU9A#wrNGw7
zJ-BUMV5Kt5c3}sb*ggqyUNBOCEiv0ZQu{6U54Am~+uVnd_J9;W4Fi5=1L$UdA<@4u
z;=EVwpm>%aZG#AU9PU?>oUW7YAf)*IU%tDy_G48mGg$F@EZXuFP77&Oo^1P~<R#JA
zjx&Xu{POSgoDakGyY-tbB`eg<<w2b<qQ<cG{@^4=wG&MVaY{vI<H6%c<4Q-a5p#w|
z#gSnn^JoiBfrQ5KUE^GkcN+Jq`PkbnThiLJCLcKpCKumpAGIb06v7JWBtnXJy0srN
zF=0x!-i}(&ZabP~`?*PVpi+BUBl2oSk;np--R_(`@cgdRMdXerpJ59+z~6hJpXix?
z4H1+G=>qM|wZCbN#eA9YS4)dHI(2014rSh9=#5;ri=NqL!8XF!9J039;@d*kMy;No
z-C*^G7Xo!QBRki6nYM2KT%n*ELBm(BX{_^#LPEi1bS}dqIOkN|fe0pi`3+$`zL6=$
zDShzPLVuyc@bJ)y?D}bFK#a2;c{GeTmf&OUjx$2}y^hKA*M&*@3}xq)SEq0|Jw*6a
z>{Nk-*)No^%b$HK<^U}8@9dS#WX<z_-v?Jr0JR_Nu)@2)(G{vAy0<|$n*Cg3UKDDR
zf+VM$arEb<vEhy|_mNf|yv0H1GJqMxowQ1B+Qb~9{I0!z41Ua6S(`b(*v?!33utNS
zcM8KK=v0H$zOqFT5Jf8W|4{bMQI-W;zHX%|ZQHhOJ1cG5wr$(0v~AnAZJRewpFZ8^
z_I>w__x{-t@tYAd=2&Ztwbzc=Grk5Ak4|m_iyGK^*42#5bgx9ONbyj$Gpcni?7xaw
zOZ@s}F41<;E~R#*%W@_achU6Gw=&Ea6sd2<*d8#@0sTWTxGWWJt|i)a`}jU`z6n7t
zLH&Jy`~U$-O##Ux8^QfIQR4Ffu$TBkA>s3CzvRevV1>^qAOaROng4LJXlZH1!7N5C
z-t24$7VMPNuKp=#uq>gHem6KY0?$ba9*TFbgpd3ysW?}eE>&3DRYil5G@-09LvG=>
z2GJ@_a-cw;!;2QP>s>)DG9UvDdaCQpCez+~v)TU)OBzDCFOh8rJ$7@0(^fQ3S_mEK
z5Tu%9b+#YmXM}g-Fj%Z}mZda<0qn)(&!ZO7RgYg2>enkY_cxU~(JzXm)b$sJ>EH!a
zPhcL=FD(?-AtB)KmW@i<#D)eu+XtjxyFm2R`)vRS?4b|Q6C1C<+@~JC!oZ+KM8Ynh
zXWO=R+aZ@Zzo{T;T51^a>2IeguirBLo_g@^rao|0*;#ftYAvP%Sj-NaHEB-!Lwb^%
zbhT|CWAFx#M}=c`b4P#PZcyDjrETIJinLjcFIMQIj&(B6`<A4*a;4E3SzY*SwmHqy
zY2AeL9D+IUDRlyWvPSCepfpPtyG6T);XF>bp>E0M`CaG?%WEgaG_5=QTl)m9Z!Gh}
zG61t|G5OtrAOV4Wk@#QYx={#fkYd5iDhR}Bh>0?>{oI=1{H$hJmMrUQkKlAdd$2<7
z|Lj%JSyp0efb}ayp<_Jt^y7uz(T2$WjU*$01hipE3%C-5P_(5xdeH4?%f|*W01@3|
z{G}7w53)ajE$DgnT}t=%jT|H#v)qG*o{n!?{c{p-$SpE~T^LRnXk;ZJUVgLpQ->&3
zstRS5U_(<wuB(Dd;V5rybe{4<f-aZU+a@DTR$^M|djIho#7DQ*XE~+@=<r^CB~=bR
z$LV)}YpYLY*dU`d#^d|Ovk5v_xaxC0RyDX97-Z%R7B%5WA{B?x9rVlZcbwbWU4?xQ
zs?Hg<9MU5Mhtk&x&wIdg0`IDQ2~xt+LM`UFic!-)08gmx@r%<e#okL5@|VgV*8>zi
zf64Hi5h<Bda_2DGB9~^EBThFTyx-`&5?N+8Zz5z+{c{15gF>Z$7Dtg0GySsMIEam9
z74*>uCFy-EF-g~iOk}?xcSd|>%^vT+7%xyKT_d{4%4+LI-0BEWxM+shF21NJ33^lG
z==6K{gLHCwjH3uBb5Y}Bg}2x>2m0{Wggpmwr1_xhSNrl@2>4^4_z<Q1>YGL;eOu<3
zVx?iGMl;^twO8lAv5}rS0I?N#ZEU`=aBo^u-eUy3S+|PZ9%y~uE@t|F_Wc6SJ;}y<
zw<4DN#v3gEu5Q7JidwCL*iy{ucLEY*%|KR4?n)CcC)a<=bX$JSyyTr0yo4m_%<810
z2T>8*Fl-4|kv7LRTr6rSi@zfco<oiXkqtt4gaj7C=Q+}2@LMog*(7#EjmTS>B{7pK
zwInn6^BE*YmpcDuxH^;9g?zj067O2=8sr%(R)nTO)`zviAVYd$K0TfKPQLt@+Z&oO
z<k2hbp(=$k;|?l;9Z;{H@Oks(@>D-=8?wWfppe(@Jb13BVJ^I5^&Wp@{T_DuY(?em
zF0V1Kag_tO*#+{^^tsu21BHoqSenjkbo_4A`h3OyWO^dij4j4^6mEZgzVdN-?7Y6B
zy%;W_AxXhEjAgnt#-w7FW}t<$hP#5hD#mq2>kI-Wu3^Oj3+%(M7Cpny2BArO%y?+5
zk0nJORFRU9iX=jq6(bv56Z*teK#x>D`IR5VD4HLIC!A4_1t?QGi)jAf&TZU&TM|dt
zHtvfSxzeA|AGGjbnhHbtx3zuR_gLtv90fS*?XI*dOQtvy=zJ#D<|PO_Qjnt?ELF_Q
z^N*Jn%q$7ymY=D{!c5Os72w0Cl$jqMj)&vK3vzhBr9+@a;v01Pu6)*!R@Cch7qn`;
z1I!kyQ`NfPT}X|`+tC+>7Bk>Akv7>--{-5KA@5z$?2X5zGyOR>KiF{qy6)ErbuaZ}
zjNz7j2mKx6@cZ3+KQGR!i>S?HTwF2Mu(?bmk}4=QW^jhcZ>)GK=;z1}K~t?s8cxnh
zJ3C`<WB&c9G!2aFk&W3F@e8;~7glGGP{>q82CVXh^bGS2n)XRDH4Hv!CE-+x>iTu6
zLiE^<xs{EIyE8He){0G$-{X32tQ|V{LuZP}Oc=#1B?%w(pAnyh+uTj|5-s%Pr5GZL
z=z7I026hM}N%RGgMA(ew7sP|%L{p-V)Y8<5(Y=beDU^z*4y`=CPLaGMar+S-_nFYe
z<eGZdesU{rv8A}=z@2|Y7uYo+d_`mhe=UK=!HMKoWjcZQ&NFworB;Iva=REPkjSC_
z+5^)r)?x!g6|%bz#eoHF=&t-zLGPh6;sc%eYSVl2(Tv?c=nmYPh2J{rQKX+|V_-I$
zruuug7W~hG2z(fnhzTlb9u7hQJyr|~{I3`kHIJnTAJ}ws&si9(Kq0E%z4YP0gKdtp
zYkPyt7{y)ut*W&MkRD0DS(@1n`?4!tspK~>`L`nHxl*)ir!-sa7YBxFk(;?$-|AMc
zJHFoRMe6j);E+sQKlg^$Xj^K&AJ?aOTb|Sy4h56j)~=J2id>8EmDUq)*08H?CXcB+
z^{vGkT0f`p?vuuVkXJE9Wu=M(m{pjm)uR~`naLPf<t_NgT?HdDANb0LFY$30UD9;u
zap|7Zp}U(ljWtX>Hl8rvc_cZ}JI*iF_<Ajv!}7=o5&bhw<6Sw2A@libiQ0DyFs^MP
zg(9Qi0N3&<DqJ}ip>yU2=H!QvB1@|QXpf=YQ(RpNA{#PZ>gu6LL0%X^+yQP=wM`dY
z5Rcv<B!8{=PXStLvO9WAP@S`Y_^uj&`wAS&>4cj30pUzVn4szyGzwCN)diO9YGa2o
zE;q|~Rcbfb(^%Z(R9fULsuZy58pS%)I2?buUuB-<B3}n7lWw?i#|;IL-Uz$mnB==<
z@=pQS1rDGvE)pYxqqm{Ai;L<?rq`-UNsVZ$66kUxMo0qNAwQ4v0gDX%CWL233m06a
z`MoFt$I7V{1<<`cm5Ra6NnJ*S2?e;5NUy_8%+51%!74yVgH1d|gU!s0+*Hnl`~-@`
z!~UG`w*3ul&CIw!xAHp#DHIrVi})b-<rkc3E!{l`t0U6pjW8bmbHbk;q&poXi`}<5
zW6zm~^R`mnd2H3y4y*C4j0T<4+ndF5lCDlQm405wF}Hcaf+8K+7bl~NHrrmvAmcm%
zf2Y{d<I?w77=!~MD+_^WP8-6UWLEa}u&g^4QXsHsRhn%=UeazN-1v8+qO28(3sSLQ
zeInGK^J;|RCB*DZg2%*;<&MSXOU(8h&Dt2a?T9tSw1_7irWB5dt@FJJKmT-Xzp~Y)
zxyzfoIK#J>SeunQgwzq<27k2O8@%S;cOPh*geP&^hl`DpA4?b+=|^-(dQaY@zl3=L
z<Je{6$&8U^diELZiOPVqF*zQ`SoT9hFt^zj)a;q>%h0xl$72i&{*@$v6Y__r7Qh*-
zd>Uzow-+y@7O;&Qg(pBz%Lx_Q3yV$vg@VzI&%WNU;Rs7Z1}c>xb-*ii!#;04kI(f>
zy6EwDLKsUR)o+TEA(i{@kWN}Zi?bDsZdS+)U;zX?y?cb%NibG?uuus+-(1VO(Dq;=
zJ|qMvejyE1bFH<tvc;uFeH{&rO3Fs{6!k`Bi^|2a>b0e|g&)+y+M4vo)I=vZK+5v7
z_qX@<_op|T{qe*^8sl*$`%gL9DQ;_<NyWy-M^bD!7lg&@V}2g+g^@%XBPssEg>y(5
z#}^tw046~ZpcM%9U5HNn2)cs%*@K>P_Xq^VJ4M6h@S4D~Vv{M{EHF}^PKWbHAbtZO
zThvg(ln;Vf2EL`xHCR58Z|77$E`F|)0m178j=zIyeg>RDTG6FZYMvT_rWfBf4y0#r
zU6fjKHZq!^pednT_xntir~3Ap^3XJK)EuU7ACD_q<fP!pl32wI*weg$_OxB4&qFP~
z@8|2C1Hgz{eAHa?VhTwQEfWYNQ_v?9h(6Im$otE@Ylu}3;+vQ!WC!(z{UhtZjUfF(
zB-lUl_k|ZB)_LzEB*ShHJivvd@0=vV?k7CJ+_}{LresN6Y|&E_Z&`qgn2QG_E#3}~
zxBc*?+3s+x<od5fL6-Z|n0A*G1Z$X>PjZ-#<yJ7!9=m;<DvuTf?#_UmZ8OeC%V_(A
z*4scUNMbW+r$c+fR%aC>*hGE14%LmkXwLGpfJ&wF{J3Uqk(63U4JZvAjDV|HErE<u
zvUo(tZ@^LH6<q#yo!+>O?jbdOT0&lyzA9&^m)c}To%)(`SrvHE!~=z+esH1Vj;gy^
z!>ADib8yVcP01@{929IAZX{>1M$t~u^Ggx2FkyR|JOW{L+&C5~GFZgmvVA4P5_Mz}
zBye(hVtnx=bxMS=61heqCdEl{e1#5$KysWtq(2g-5J?ERQh)vi76<+vC@eNrK#*S`
zC&#E{VJ0VMrlMkCVPS9r)9Fl#^op6I5l7A^RRk1|zedM6J3bvH{Sf2r*0m2~-3B~@
zk1h3oO0FS}BZx$8BeD;5vBmO8+yxzH;Nk-0($|#Nq_HB@!lvb3VO2#nbosk%B+!z}
zolJG@k7R5Gd{Je1@=D7TFyoHD)28SOpp*~60*hDJcYagd55k=k<HDT}3aVjPrZ~F<
zI;`>Gk^8ZUB91iXV+J3T_rb-XBlxvh)U)Na3Jv2P4^;t+?bIL0o!2b~kQIb+LjK@u
z-3NC<2;~=*D0g)d)b7^LYb?HcL5S>HzK=g-<)5jhIAdoH>|j9k)$10;i524|uww|N
zdd&O@aC3Wee|^5cOL$f;4GI4@{v=-->Q0<^RyYHV3>b_?{XrWej3y7KS5c>tRZ|f`
zO;-nhZMt;kH;g@ehQ)5-CP89uyA7@d@UOtfU`etzuDvLxzS>bjCGX2A*y!UmfmKvj
zv3Rek#Vcf@)hTJsKDNn&2Cy&}zU8I$5%O%C&s?W>NLNIAMxq`KEPfdaEo_?Lr-&0q
zcp!AK-<YwGT0)h(2VF}knxDWI<*=ib?`iMUfV?VfH-_!ID2_56;%{`?ho{HCwHx84
zUL$(S6?MbS<OL|=$J!wUJ`qQNa{&E@zF}`|?r5&|0QSD_DC)*c{9XM$lU<WPfO4|-
ztnOqFbVfT5<Xx^G=IA_$Z|o0~v?cOMyF2ZW`NI_naFbR9Lv5rXf$ewz{bodA5K+ls
z(=Y^rsggr_dU@q=eo}GCt_SB{#P+IB^TVT*$__S_^j(fhA$WY~@1=q`#ev0c$_`}T
z6Ta;9eSE@HaqyG}0}IyDM@Cv|Mn-Pv+@w-9E9C#^*^8^DZh&@V;1LIkNySo_!o9`@
zYJlk+$heLu00I${0|4yYWFo=3q}(K;8A&`}(Q6Bd>46oq99WJ}JL1Ws-iiCu9w>aM
zf2n;@cR}i);MPNfx*tUa!SC;wa!%PbU3y_(s?L5ZKFubjS=YX#ji*U%c+0oo%+h=E
z7OiR{IS)8HAwD^uOV{OjZiLFseKD*WNY`}E4u#m4X^@Ty00MV;r`$k;*F{qGWz<Ay
z0R_gdyf0_>KA{Kl-q{AdP$Rsw?f=s5Ssh75N87=Dzj&sYafpG`xOVWkr9qU?pFKj%
zN3@To1Wu&J2lu|iYvlm$^dtnplfuC{Cq%ICd=1x2S6l(JITT|>OkAgnV&zMh^N0A^
zXc~6MIlk>5)E~X|ZCSaQkvn69$Aj7d9#QP};p4e<g#hqD3#vv9L<LjR#G>k%^F3!6
z5#hUXh0+$^_juVCdmw9ry@w!w7vuMbb#F!L4w|VaMY<>kW#j!-1X)}xagbAWafS~T
zi%j$&83TKF4=G<PO&0eXY=c}$9m$PTV5{Kg2;&1Rp5;wMO~s^A(sBgQn-*_`THF*?
zytoRC*9JwRyN8{-chV*riAf+WYSYhzj7TRZ0mA6G1jIwoL*9|r@<YSed=1z}B!R{u
zNMBuc&9?jq-mQiQx%d2KD7;}C#vnjAe~ud=1bEQ$r3~Eo;}lW3s$4Cbxr|xsXFZHU
z6KT2vE#<!eFvNlv0EbsQ9kK%n>!Z^vw28V8V}`JlsCVa2v=e*~&KE(tn0my77wJx1
zH`6EBrCCaq`+r0$oTu_#apjl}X<|nq7C#$q{l32Z&K|%A8PbYFv}VJ*43*@4aF(_3
z5XAQxp(-P4@&^$rPL_moO>0Nyv&KOyRf>)ZJZ7mg?>BPz=1-PO8JT*u*!-|yRQTH7
zxNdInxI@C)SGcZ1yPtxh&av4#Hdm?e!9QWhsV0cL*&k@USrfgcp}P}c-|?25*K(7q
zms>(!Kt{7exK?OYhuSwdX13>9iNd)i0eePSGw-?3$HmJ;PDlvcv_rvRHBvZv+PU>?
zqnc^;2(MeNjy$0)FLe5A?4CK^<I5N^Z=;`Y)^l5n)w|<@UxHg4f^*D2l~FEG_W&XT
zg@eR^zYg3{_;ga~lF`O6C&x)O!EO3-P9%g7?1Tv7Bp&*^#p%OKh^T~s=!4jDXH}F?
zlM|tExpqqnw;G$s22BNBt(%H9f`dbR90@`pt}DS{RUVFDVC3g*ZR36)KI7UnCaW0!
zmCasJFv20cqr@1nJ6&{vBYGXl!v_!~jYj8ioDi}O+UTbwVPO%_<{$8ScC+6&7UdD$
z!azkO<+^LVafn68orXX82)P|$BSFP6zTw2<4TL?54;-CUc@(W{O`ZH)-PpQX%iEy8
zUfHVMs08wQcim8EP?x6VOYyiJb2Vb~S4UL3v9aoqN1rAaSbhg6@xPA*dj8^2uaws_
zy!&NtfgN4-40i_zY^UP~3H^7edT&3;B$uxXq6bgN5<zn$tE?sPef1Z0p&4_Cew?}%
zK#PA{mi+vg>aUp;5#l;C9J{!WDDh0XDWR!9i7iB|a9%pJ)tN47-OEN{7WwDI%aYcg
zo1ktF&#3|PVWgz8lZf(&g<7#wuG#RJPwvYav=8vsH|XSN<X42+)M3F)gU?O8%ikrA
zosONB0zGkj8gkRQ+4ulj&wnZvEl&JrK<+ZX!yocLR87vLvPv19il!FQI28Vm#_6{g
z#Cz4hn@@ds;elr(?(yGt@jk|R0VZO=c5!7N`iX%Zz-XtaP>v8VrYNZ<9Qt+<<)?Vn
zR)WCxHgxq=`Yw9x2u-UJgEqtPypbRwJ2YR=pSC+mLH53=q!6@-jHo8?HHm5K=u&ct
zAk|Wj1N%w2h%<hM-^5=S>!}dT`t6H|4FajHVB2=->iJQs*kh0-aM45_qPwE>pRgJR
z`Zd#C_@B)#ivwJQp9OHyUj*;sLA3)F;GbNgLNRg}>WYLwO`OE~xyi6a!l0+l;sgDg
z2%<fQ2NKMk`Eu>=8Zp{aQ>@U5>Te)H7wKKoM>*uHN8gi=Mj1>j^U|dX3w3d<NZapK
zY`_K=GdKg~+;@5g9AfbCiWc2#%NXpT>x%8anfc=4fH6K_x;0NT&Iv4B0+ud^5cVqx
zPAL%nj;l`~b$42X38Aq?1d^Dt=cFva9dRf$D48iA13?&xUyJym8Q!VIFmMBGWq;Sa
zClyd^RgNM=opAOSGe~M1`cPv`0^|awpELJNo^KV1X*w8pkGro$-sBlth`p^W;_WYC
zHi@u6!24Vvh(=$@-WCot(AgP81GSAWxiWwC1$9`iC3ZsrcRD@xGTd=lkR=e|Lcvxn
zb-79yi~P<=C~Qbd@*vUD5M}OU)FcXDXP}41y>#~;2HnX&ayB_JSUccm!-4N<wblx@
zK7>Pb2+VXOa}5AG<jI7bG(qR*xxY`Vm*@km>~ozlZT0-KopM2_$BV-biMzA7I3}>`
zK!9*C?RZhf)oyWD;p<W)(5f*M&Q_|I4O+thH4&4?_GXNj=)nvY*$pqi35f!%8jAa7
z$cVzhA1va&+p~B4zBxK~y9Y7rZV??rDTS<lSvT@$z-w5DLJDOr0Bx#s(e(3!;PeJF
za{x<9>vfwA$TMiJVx>136mURh+Z4hY+K6yv{Ek!^p9%%^C`6A@h%nNBJ5!?&X{zXN
zu%KUN_BHCaDp6rS>aW_3UaPC+PHnB{QB>HC<=-W1o?Pl*D;+cfdYBbd>z%^7gEQ6)
zGRTZZNWGzA*5y8}rRJ3|fvzYdu{>N{$-eAb{_|WS%N(5li?=Q7kt>~}zu%`!!(?43
zks@y@ymB_!MCQ6?NK{-G_fxM+KGX7-c;ASA|Nd%067sqOVH2+5wDCoM+pxsgN_JJ2
z5`CAcUUj4*RAjyYH6|up^V4d>Jbx+~Aor+98k@PXNl{eWrl3?sawVI3+Kmn6+DfbN
zJEX^k2!o=*DF&9hwap>~7b6E0rYff^+mPc!AQ_fLTxMq|o0td|;Vhbg9TEMW+9E&p
zoE)+4%KDyadI85krRkE#dcJU$pn<dXS60$4t%yEF2~d<KCp5*1-lRcpbQ)><BHAs5
z@}$TO%enX5nSS%wa5bIj5d?O&!f}H=<Nc(nUmSKh!g^g=mJ3Mo>X?W($y4q~ZvUIf
z(W>=uq}F0xJCHFjq?{2!=c*n#N4{0iCED~?aI3AUScs9RJ7aC_R?k}*PRVi&&s@_v
zA7SbZg<^<R!r|?$1Ej6pJ2Q$g=bE_a?~XCW<_JdE@fToswzqU!Ue2e2f{c7Y$NKXw
z1Dir-l5CD~tK)L3@A)HUE6O-87-Y6BjT<uL=(^ca0l5u*;}V#X#>yI~<-=4|!gl#Z
z&Z9Z@WI6}5;VD<_r+9NvSm$nQ8%ZCn@+nF#!oT+t^IJvhOtZd^s`t241zya2?~IJ)
z=mm(NzdeNwnof<NbWgIDVAc`$=n-F`RRQ0_m&>(~mH~tzquFA%ZW%Zo-YMpbaNi}C
ziU^NW=eks|qmd^xlj`kx-6t2hjYTS9PS0zS(&?RsB2tr<-Gskose8J*j1bdW8huCn
z<<TpWg<D8K&&Wdag=ZMRBu-MM8FNVx=)zZ@#JCiUT(QS~cgS}P(KChbq{ANKvke)+
zBheJh{py(pRWGq2p+}2}178TIH-<0D0&Q%KHK}tg2|+QJxV6DPM*OrzG8`HY(VqC?
z4$(qHmyyiPwijE;F2~}^&#LDlLk9S?Y+{BsJ=S#(^<nZx3BJenG_K7o(!<6d3nh8m
zeA3huX#5+C3aCww!wWq=VVe<SG~(|pk}Nd=fWe-el+-KuhCa}g%P#P7C}5sI0ey~#
z=`df!OMMX3!=Aqlt1fv1@#hyeV@=_psz+MIRBS_Q%K`~9qk=jW^c=+;|L-2Ro8{@e
zb^=c$S91IOC2bd@mQLu1INGRA^V%Z_+psifYMP{-R)I<gXPSr_ENoHg{^ZoK+PRv6
zK^Vx<zNK+nn`Rl~NI+7V)Z3X2j(h!P^D}UsKDpZFlsd-G8tvGn`5GCxpFah~;fkVr
z-eXG$QzDkeQxGPZ&}&#mHHt`B)Gn!4aAb_?NB^BGD=#HbFiNV7reIh?uiTFcR+YdT
zVM*4Af>z|OoYnMyJ2=Cjeq<?IlQ)}FaF?_yKz_`FbK}Sk=Tpn~r<hY(R{pcfQNNXs
z3)%Qdtz=Bmz9knTLQ%@F_-Ap-k%CH@VpCDuYVN#@+*zonwkKCH>+e<>tAMhe#f(~%
zV&|%EgFFk7s0?_L#T@3O(-2bGlxblk^PxyUuW4>sn);Y-#k_`eqZl7oaIfinTG_dN
zBi}r*;$51ZW8!2PBbtTdQf=bjy;}|n2IVD{^NOb??J2|jJ1O^a5Ic145z|UR!ly`S
z<ytb|KdPB3@m2uvPz%2bCY7xkINar&9vd4MNpw5<^qU6d1*sktqpIS{K;bRL)JoFp
z)W|v)OX|^)6MGd^AR!dxIO_e%8q;%?V97*AoSYOZXVnerR(&<y2$d7HuvtuhRjOa|
zfnf0a*;mMbayBYQ<Z0U|$c;edRs%lP!s;?8Kr4}WB_WzX)0K=?R9CU$Wz;&@(5tY@
z|0yyxR?nRA>q}@cGM+W8Dy$gd$XF~CZL`7r<>WFW(Tfqv&`ZW*0G&=&4lcs1iZQW>
zl9ku_<QQ3|+sB6m2?et3u0gGu*Bd$@#HKWKw)TVpGEK)?cVa5wi+55yrf3bAZ2$sj
zNR6C)W-bY&pQhC4PqDlRP>oXGFMpW;r({&W_!J(&m~Mb6Wgy)s5+IIhQL8+ZCy%8Y
zt#8GFQG}WyjI9q9=hlG8Gv?N1NN*26L|=GBj}i-BI>ff63LPD^xVa@AN3qUc#wQm_
zQVgTPI08*UCr~X>4#Q+1Cx@(T%Ta^ll{BRe&OnGAP^Bx9$7w_kYQjkP_rx~0W_?vB
z1(3e5yuAKIn!^zHcSKj$Z)2h1m-<o+Cd44Jri5e)W5U5&(}}oVFktBkE-r)^bGp?s
zxyFQ6a#aVxjrELjY2D(9mC)p*up~M_X9A);|FT*%DP%HM{h)=V06r(B6+J&kH*Wha
z4#iP*a4|Gc|7CRi7eElE<%(pSQHuQ=I--51iXwVMXr<(I(vi@O+%5Cp#*wMMy@2q@
z_Y6ZN&8yHAlhM5|&?FbGooI;5Ng6|#S%5r&d<P7vxCe%fR>^%Vi%O?_W%dS~(~Ioj
z=ED8Ut39bwbiz9wkp;Zs03+LVjHP@274dZq`BD_csT5QcXo(4NY5c-P$b#(h{7Hw2
zhNy|ja=w2OlXVyZDMs?=?n2~%?C%(n6pwcL@+bE6%W^}<MkyyIM+4h3J*}+GL}a{q
zDX`xTQG43rfwIAbBq7L{@FXcn>(SuH$EoIw1?j1|Nm+{xL;c6b$VWw)>U~Wylv0%y
z;|r)Kr780vBqJao!x{Bnpztzs5^|J)3k;8pj#38tO5{Y1VEh4<GP9C1B0?l6L9Qa`
zeAfK?@P*kw>m*Aq{5K+{N~ETNr{?Ay7}N6j$gHf@WwQOp#KtAhQ^Guue<cw_4%w?D
zXN8sPb}+qEQ;(95i0Yd{-bse%mi!`*kigO!w-0ATR#g8ZLoY9;{0AUb^ehkuBo*vo
zeA=)CPf6j@7+6lOwSlcZDkXBFK{Hn=l7o|Q7(#bhzn2ux5rcj|L4<u)3}T0i{`Z*5
zt=h<z_C&Te)P$Gy6~dLsmCO~*%e!xT)VuYu*VWYf#&@ta=e5JP*K=!{EG*}>)3?jk
zxv_Eey|>Hp=Z}3e>$#m%<bKLy>+;%dy>Z@cyZye)<=E@``})cwz@{mS-pMtqCS`h;
zvAA{<ePQJ)F>E@m11>wB)pt2&8MJEDw=&=)<mpUmqKtqwma-K%I?v44W^g(XALD{?
z8F&`sHy8ZVanAZ@{c;}ZU-n>g2V%(gMS5GEmxN+9iwOvcb<;{^xzCEBS_ldi6UJgS
zr$bvApAzUzE(1C`FN7EXpWbo&6uN#8+QJO~<JOkpiIHqOS-v*=^bG%uTyusHq9iR-
z7gTQ-S{hPc*%=Phm@68h7)yzR*p4H8cf3m5GH`cpLvy%U%wj++OX?pqjonoQ0`{3u
zBx#ttZK}!Jj&(`J-n!&+-Nu`oq=*tLt9ZmI$resqSbJOAI6gZT{hNCYth4KJikFU_
zR3DTNA0*aByys3iK>aB7VQVP+-$4ob%K!*#{TK!<t)x*+v-;E|fi*~_ws5V8$Y6|!
z)m*5&0J*4;mF7$9=6P&yBeG58Mu)+<rY8i2s9MolX%z)YWb^qGI3K?{(kv-b3Pi;C
z1?~_5`q5G`+4YBJ+aqz0+$S1+Yjr<mba59034G(qQk2c~DYB_ThKPHQN2%$vRl%gV
z+_SifIf|ss6FQOHTu}(ciH)7&46)XFe{r5(D}qk&lII<!IHFolSI=r8o2l{YZadEJ
zolvK0Y4*$Zds6yit7YQixk&2GZnZp^@UO1g?>-|?3lW_!=J%yzZ9n#9EkqB|=lCv`
z_b=RVqjO5!70;B`>Ai7~_hl?uZNfq!I|XN&xUFx~pLLB-w=n)N{OVBxS{?gu=X8^o
zD|VN5&DCb2>weDeg>LUEA@8ft%Vv*mvT}M&ck33s%kf0Ad;f<`ext26onp^owRiE|
zfmvGfK>Mjdui~L`dmB%R%m$ae=o#+ri5xOqWcv5U3?B?*SwaU~skh>{)lWuIvg~aI
zhjot#whQlU&odOKfu$S5Yijd07w08O$>c*D_wM&Pw%$Xfd71Z08tHHuX^*t`_ffZf
zXNQ&@k#AFiO@2a84m3rKi^2PS@j!5&E{A5@(~;g!_XpmO#Z_va_5h!L5+tmlggI{o
zV!bmRS!AO{cg^Jw`mdPeE6gX72G@CFusllI7#zN1re}+(%seAr#2Jlp1B;7$r1Iv4
zfyHR%yfwBb!n8KFVWxbwfdnuSbV#xXT~yW^NuKQ_BDYpYAC7hHB6ddidLSkyCNA?|
z1&`o~Rt;#k>ro+6vBaZJ=Q}Z)hQvTQoDZ{evLi7?zoj_XThwT>Qa4=puTHIam$SPU
zQn%aR2I3F1A+?UByWW%3B&g3^o}NDY9lB@W_<1wKv}4;J2ExL(L}Q%q)4Bz@<FD^L
z%zT}e=PD!KEz_A@X4Wz%X6B~l`w-%Z1U=uSeZGv(;u7Q`Z7wNOVy+}$Gu`yE{(--<
zM!$3VNa6&iCFaek<D%I)))s`UmyF5GI@@KvXx%a}?$&+4?JQ~Y$>~g&--hR<;(i>Q
zl1(P<BAQZNzFFAq<J3yWB=Km3s+Su3HvQA4(YAN+Y_}FFzQLUTULV1led%I%6s}!L
z-c3z2o!S1i`l>KDPLYj(1)WjNwz_clx%a%qfD`jgau?J%t8z+$YKwk_Tuj!qY;jta
zkkQpy-1En>x_+sR4=LlLc_5sO!{6?$YU=Vgp^|0U0PaZ7Kz>X>5?d<qoVdi_@ZdsY
ze>IJ`rcdgR+RKgMhVOCHhR%!f!U9aKqJsz5;v(U0{k^7Vk02Nio7pz@;qBC=j%x3m
zJ>vut<MD>QU{3crgW=tQQ_ZNR3bUTwbFJ-e-o~SO?t77&XCF>eFuSSy;kxUq?*=F9
zgQ~YLpCy|*7;hh)r@0sVuh}5Tt&Joq9Zu226s50531`<v&zIbbsN@M*%HfolT$4{i
z8grfHzElOqF7TUE7OUya97+RP*5BWrJSAV&UwNNC+FOf8=G`ZtI-b^RC#yyeF-a*!
zpfr>1I`h@bUkdF`ZR?Q2lps~-4|$~5G%)UTd5&vQteDku(gj>yTbfjq_~XEg$CIn~
z3$nzFMcI_!MWt0X10xz3vnivb1TFq1Cgh@Sj&55xQANHYB=oyQm=LVdLF~&>j;<8T
z<eHTTF(()t?GF&oLl$4$J}p`dl>ANEIHBoYu5ff)Bl(ORR7~dTK@y&JE=pX|luDbA
z;tg$Fy(Q;)GBhgBa^-so?nHynijQ<e#AK9?6iWVW0^2lz#u?D4kgvn(%I~BkW30;^
zUNzbEH@EONaR6iT8X*CAs*tJlX!I+z4BLNB<^p6c_(^xcN*uy{|1w=DWfJHfbz}A5
z0O!yJMm-5dMu^`5#0Vl{cciTk;D>dnKrSTslzF+WK9d6ern*n#V%ghg?Z3_*Wy9&J
zG>Tlm7?k8u(5}*Y<3s4^Wp*0_;Si?!o;vU88@oIj?dEB`iE5P&qwRj2sKuJPa#@CH
zWw#kGgXlYd+^`<*?&RuAa-fs2k`nhezU)gyg=NvPJ4aqvbBQN0;opiN-sGaO-nh0i
z(A*=H6n*+|Q*s}|<uta2^Gvj*&_5~xO=2yue9kU#<C#{%!HA`EmpVD@bkNK}Z*`o!
zv(qXd-0+J2-f+Aa&#sz1ubQY%;|zLvxYT2fzKQgyc%Y!<arBtI;H31_;n}&X?GhU%
zCmV-(dyR3Q?Var2+%&*w^g6WnJ53wG%{j&7Qf_??UY5m`U7qU5(>xL=$zBuSe)iK?
zfem00i?LZd^`O3O+g(xBky#;~9-O{#ay)&<?PL&|l|qpv72V8k@YoBs7?wr(WGM4i
zAA;*H9ND`JauJE<bhs|}+oq5OK0(yi&g#e~uv<X=d&|m-y^#l|kp*wRA2W9GTvd4e
z=xx2Tvs};C7MfS5)sL#_rJ>;AhL-idu&^JLRNd{?e?H8U;nTK)W`A|u%P{`5%8WRr
z5YW!u61!<{_9>ge#Pwa#x1YUuPb9m|=K7TqdJU-HngnFfxqZ`}@`dNLWqDX#?%bex
zq4Z!S^^y1$>^77jlJne+UVqqmme1?L%{z5%Fu2=BJgFkuayd2O$>=`BEU(5m_cV$J
zmLg44Rr7npaOoFpmQE5z$X9MO=E@(oboZ9&nAFcZt02F`SG!(}B!;zat-tO4s=ZL{
zjCzb6)Rrh}RB)WVj?%~^om0kzb7xjcDCMI|q57OzV&$i<e<|>@WrA0#<oEQsqQbvj
zI8S_#w^S-Bwp@=gE?((nqoR_s*4@6|y&^z^k*l~p)zfjWy!KDZ3R*3!m=5m?&cot^
zy4WEB=Z~v3m@=bZ($PGO=B6y_wK}ieZhu}2yh_eZZg&||w!1XY3tt@O4%K>jHK)FZ
z$2Ro_L61MOUxVJ`;?83%#g03_)-@JsRlJcOt(0$r(M4%Qj0Q!zI16$cM(zPsZiiD_
z9n9`0I0a7*yJf$Q%c)fabh19qQ}#HmHNq{zx5hKu2{KN$tNTb9+V(D0Xt5m9mcAdi
zi>mKVN$qUZ=|A011C{N?ZS&Ua17oM!x(?fGDlT!K$<%6j3<c8bc4y`o$)`Iy<cC+W
zs8(K%JO5^k^xpvx!+P&uZwflqhCDOp#wj&46YkxZ(HP3?e#B*r)0C`c3<JGq@Iz{C
ztP=O82r&b5Tfrk{6i@ywo=l^-b#FFnFqS(gM{N)Lj$}Xn(_uRj#HxI@J@a{av`S>D
zdEQ*-bDv@1aQ=JS33(XfRKWPpNZ$Kw+T_|%1A3{Cm&S!@Q(q`q;yy^;fEoWtk)D%-
zI$Zo$7Bzjm;JDmp#Jb*0<IUpn6U?#k1DDrhXCw4BmNizYsC8sx6sGb%xwgYgzc{T`
z6gQ3gXHfcGrBUYe9l71^-aI1n@pw};ZU@ncCLR0!<|U#vug`%xgxmf{2(8-<?8GRK
zPx;ETV{iH^D$O*ygZ|l-B&2ow0QYz&2Q7)F_WLlck9KMeo3icnqvs`z+1DNFu)8X%
zwN_e3Mcr_hpEhqItn8!416Pv!7Bk=DI=<2O?HJEyr54PG-1>2EJ<cAZ2bUx5)|+|x
zcg*Xw>}tx4*8#8dXUqO6&1ph3s)nG=3}~|~9Sp9>n}=9O*N1xD$?+DhB9!$hyvu8|
zi3t`4+sWA78pz@`$uZ9NU%O@V(}BB_jB45_<#s0EM4vU%!Xk_LN}6}%_3oJ_&5z5q
z`HXI#eJhQ=r4O(DJ|X!1_6Hhwy^R^FN<&e}@!*azAj&yhDJ!U~w{%)9J7O&+hMgXZ
zyBWf@^37`N?hG$6yN^P1b88_f=a-T^UZ}R$C6|a4+zX>scIvsKJqH8Nld8Yc?SztB
z+iXSC7fJh0*J&!@+iQ(&+thJ~Uk+tw(v>E^aa{2)=EJkb15Co9GI_X{VBO5lgJvQ!
zSg{tmS@QyYxTu?MHbF4AGHZ(dz9zl-D%_idpC8(lHE&K#_G_OsmA@W61mt~x&=>B^
z6SLY+Z4pK#uWDuU=yKSOe)N~Az)}|Ax?W<kd>Cr)j3smrcP3+KoUuMB-11({OIIPD
zl6bdzk>8}h6W=>~3@h|BsQE~eDbF(P$Iki;;;+L1OQ^EMD>@1=)SEsG2owK2430sQ
zNv8TOKtU_9u~dKPB}*G`n-oytS{`#9ZQ`lLTh8yFy?K;#Kn6qF*y=6r<&yHhXie4=
zJG1eN5r@4AI93mp=duTBFky&t@QBAA4C+Cmg3}UEBVnqwztyMe%9RMax#}BS6GHT_
z-xRJLby#P;K2@rr*x5LIeH!&Ykd^)fl3m?lH22Y}Gc-lAz1mSVdrL27O`BgmV06u0
zTQ4=$iwC<*1_y%MFrRmNV9j@YoIh{3LdZbbcruc{)$Q~f+x3S)zHNN$zh4OkY2E)8
z?&O(uS6;A?oEk}3uC_Slb}*kS5@!UIecXKM3#F`wECSuoMrS?f+epMY-vhl~pKDff
zst8&)*)Mv$PayGW^(@;v{@}kCKy15|X2C2%ve7u|R7PR>tZ!d$VLaNvbUGKCtwKea
z*tq>uQn^lMw(uT8P!QinEpfGdA5qLQrGtvpbe0uv(N<+JC45MQ%Y5$H3_mOY`au2W
z>Y!%M_PjJ3*1snc=%vHi=b@`CI9@%_ihXULF5-0`XEQ$4v;P-}hP3*j3nRH+u#I`Y
zbON&dS)DYyQ5%N0p3>sBE5pNotjo=Ks<8vheK8$%S`)KL|1+nURWWn>^Q=L9`P<E_
z=P>g`X|JSNnOlqfan9ioQN$`d<4b9^ZnqsHKi|7eyPoxocu+EZz<={NdouO2*5j&c
z-^P6367o9DC+jC6CR8+1yQR>E|Kp*Wb>i;(s_~<}`iF9|sM&ckUjLo>=x=b@0b_Bz
zC`#pH6>&^BP0Sz)3LbKdzQ>QWKONg3r2g*om?ymYI$&@)8&Qy1{>j%j&HLP6_BmFd
zSHJimXKW|PDhHW<pAI@P^4fg$>bvc~>|f6TLtJq3@`nOh`$&X?+CkV6KkK?-;_r8(
z(G~cE)k6bvs9QMerIPy^p!*tENW6aQLxahQ;=3)@9PO75c0Ck|7q*yj*{mAoW1~~8
zQWJ*yK3-4WB0dF0>Im`7`O``8$2S!YmlkN+RweLVcpl<(>CLGNH;9@gcI|_#m81z5
zSZU&1yJrEBmKn=4Q*X#<f-#45d8gti<F2lGM|SjPOusOyL&o=Iy-%;x*w3%KvB4Zh
z8`5hP1}zS5mPR81t7Z+p6X<Ml=9Iz?Bc63OCs3`G8`k$)?Dp)V3zMd~pL1%HsB`pR
zPmIRIQP;yM4yXGX$4L^Ip1s*ChYpIIN+flk<C7}5>bH$Q#%40w_{Oy<Ir|vZvKbj^
z&4(IDCv{*Re4OXIo`>K1wCA7Q%FeT^RD3*kuS~ig8JUZwZw~7ZzXoRAq`zw71`1$B
zou-AS*Z0guog&X?Y8%h9t=rr*8VF~Y`+k<3w935qQ6F)i9V?I+Of17MCPv0}x;hVP
zfGF1)M5v+LNj&tnnXZ5`yt;WVs#8W$E1k5opBDHjoo;tmatoXK>qd>|*RQtUKK2t<
z`qa)~r)jdhceO0*_V-Pn*e{(e4=qtwS(3*hE+nNk-gc+x&62&Iv19JdI@(jpzK!3S
zgXrh2=`=M?npp4dAO2=;;Q%sX9?;U6;%u^cly+LQW}encMxabqm&v~!(kppC+PEAB
z|12S0OmAIrf6kuIL6ovqPnal6xPEsxsj(M4tiI{^wCOmoc8oP>e-H0aN62n}zW;3<
zMYN)wg1*1s-iE7cs1cYEt3B%^To!rXrktV*<8G-jaCX&8%?UXNC{Cy!&u_)xs{2-+
z;%#ANWj!~PtEID1>QU<_NrwI{O=Xdah7OHU4C6Q$<i!L>&s>*#3s!RDN1`udEQoX9
zhMG$W$7L<Z17xW72goQ;1VvDHwyEW;=Wa{<S#^6@RPj=uXEh(^>A8&`A|3^&pDrL4
zL>+oXrdZCms&F)<>KvewuuQXLDc7ITBt#MApcs`H#ZZwVcX5(RIuc6!%j74AfY-&X
zRAH$rB?2Yeouru5Lu<ipaNuFdu=A@)zy)Q=>#bO8PZ>BwJBmXkJq{tiL9$3zYCk8a
zy7qmr5RuZS6GEr#bN2OAl2hgVKKt~xHmZ9a=hcQu-*t4h^DlGWSkE*egHY4CpM1fQ
z^Swj6(PBUrVlj!gx_xQk-CNEja#QVQk{e}2QyF%rhw1jQ|6K>K-`{Z0=jutdvMN>c
zHsPa<ir|yw9F3HPEow)Nr*?s!*QRwO;poWYD3hGB4q96cx@ynn^FMZWmu2I<yz)RV
z+B9$O1vfpIJOQa7QA<xW9^+~_GTBscT}56v`_Vam#j7aBoiFC4+MD|dJeR^bK?BXS
zkQu2=zLSW^LRhuvEc9W3LBPG@^)@{mdn?DQv2%tMe!%we2O<-w41m-j<24v}0l{(5
z(9qIQQc_Y-()o1qg|vd_j|a5sqC9Swj^3CLAIkwqBu))9h-8(iT^*_vsvb@uWq=7&
zx74R13JlZCN=_2v=T)eR?+pU!29v|s*~QO=Oy1DnhA%c>f(3IC`emmP&DK!B$?@e`
zJlxdA73(<(ceWCT<vTHu38<6zv^j<}2soq)wvAtdQQxpl#xxSDDNM`+=GgC&&ZF}_
z;mum*S^ajp&edz9gUZ#7bDb#+N^F*GwlnS22J;f_7J#qO5fMJfpN1cGS<~NA8(T&+
z`nMK1*HIk^8IK;k?S-%EpKFNkMN?~b23sDzLCG@F>!cH=dyUbQPE%9r4GOZG)lUz}
zjN{kSuFLl3qG@VVP`4*$yu{|?h{qiZ2A^04UCUPa!R`YFhmzB>hm|c$y6($*`}(@T
zzkWet0iFEcK(5UH0=a77{qUVx{spoAXXOX;{8RZ)mHwahe^>t7{;xhiWa|GM@juHS
zf;7WF$kzY#_pkCtWn}o*ye$7+`{7;xGX$1@j``{L532S582x{1|MX`4e~#qG@(;T8
z|M2sp{)2A)Z|Xmk|B8YAzha>OH@E)>`T8HQ>i=Nk{?pTcT(|%5`A?klzj^=Z_}|ul
z=>N0z&-TCc|JnMdzyJTA|2@;cJpOx3|8MpGJ-&bS{6E$IUHP|J{s;E?9|Z6JxKvzR
zv?6Afjz;#hB9?lNMnXmgHikz3NeupBqO<YvKtnh<+8gOvK|{D^2Fd>y_POZ?`@AzF
z0Y>g8v^NtX@eVMcEnlclB?$B3HEEqrQM#ZC$h3xT3`#OFp3ihS(x<Xq4k5DCAi|0E
zR-n-HWNRvohft)!oDH|7q_U3puxE}Taw0MRz@J`sGYK0qD}7;I`Oduox*IXSqwb*V
zg6no@=hW~7$w5cB&!0>W9py8tV3l(YqZ(Q#T>9C8T^zLh!LUUNNhLsKioR%pW?9*@
zc=U^Z>~mDL?Vc2}=cL?CsLZQ?$0Fq7uZaWBE!1qZT=W{E<cH}LiocM+p24WBW%{@U
z<Sidl7)m}~g9wtH07(8JO56rsxEV>rcS@K+;ow0X0_yn3DCV({2NC30dt00e#2OL7
z(^DToS5qwbTs#^z5ju$>8M&SSxJn{jYn-iMjt3)XRLcnM#jy{U%B?1zljD>N=zI9z
zwDUO(HkGv}XXVLdR%YsL^8ef8f$jg(jrzgTGqC;_=b4F(nT_s$zi|tm9-fJVi{I?`
z7e|2LtH5A>e9o+r2zcO_0Pq5M8JK?vNr(UtsxZY`$ZAHEVlyhqid6M~cDp3`%2biE
zfwx&y6)TqV<560{$l6S;Zq@nnN=A6PuP3gKiaOrBy|1rhwi!K5j?%{28BM0x8SgC<
zQ$ySE7~;xXCfG~X8F^`m_g2ZArc+fKbzS%BN`;p2h4kMe|3+AGTI=M9CPtmr&@iG-
zq^CH&EyD{vCAh|<F}u7@M9ddkl2A0jJxXS4DJXr;el^I>yg2BdSRy%c^l0#P({8;_
zWjDV}@t$>O2R;V~c^yqXPL!-^e_qfKOw)BtXRA0J`{R6{eL<Yr2zjh`qz@{oceaL~
z1evpUy(*Ed(pzKC2D|4+lA^exP(KmRZ_DM-uG6Zj*6(z_ZRgwg++5=b+E?M{R8n%h
zt`*GZ*U<z8g~WMgqaBaNovu&47kG|$VOw}}ebAa>R;`VLnvKk>;0DB|dyPjz-S1N~
z_lhPEYdy`W*Oj>VEr=(@j`7?mQA<tg^QMtcbPRH#5xu`CRE8Ueqt&Yg1_wgwp^(g@
zW0+#)a^f3B{*rx7<-)`#!e$VCA3GEqphB(HLp$m0ZP1xYY|HpLM%^+>5yq7_WER3b
z-dhs)1~ebmE6kJJrr`6##Xa2_@cxv?J@P6q;el*R#+H%S@+0C+fgL;VIFb-amgY<l
zTv3`mF&gLoPrOZsL8fR1@&c@rMM<K5RCA;(d9wT|{L}39DFwID#V)p@nWqS(8Pee#
zNiOO^z5>9eRflYVS%+P;bz$oR7&p|Lp=Zce=|T^(zZ+F0L$q&u1OigA>PQVU6)?4r
zDkfO&5&{C?E{II8n8++tSGMvW*?o;btqvfL<!v^Y@Pra1MrzP$9;T!_vS{mkx#%M@
z387EEwbAz|1xH?L!D~Q@!c``PsM7A+rdyV`E`jw^y7v~`qi+l5r)|DH6m5Xh%tBQB
zQE$i8w>(jQ;JzuolWKtq2#eJ*_{<TQFH)Q1;gzZORf*Tsc?_{5cyl<*%pq0cPvlrt
za_l{Zu4t_x7E{zxr%@2;)isb&u}FreP?g?#dBA#15D0Kn;y76sP=HaG<Q~<bf<;Xb
z@nR%O0{93V1hk+&vI-aasGy<_VaZeCbkmDG9S5i(d{-qnhT!CfV(}sJxE@PQI4>bw
z^mllu4vB}j%1@i+F&)lOwVfD6`{I&c&hruy$&^uX2XcsoWOT)qs`Ft;dYN=Gp;P&c
z6}xz6^K4Ph_m2`H{G%X$iQ?vepU!MLo<Xr!TZO#N9J`thJMp^-L|7}`L5(fYPA5^<
zLG`>a<z8njaA2!ou*YT?xxv-pEIrWP<bb`uHQ%=0GV2^^btFaaeVSY30*%QNE~txB
zMu7^O6*$mEd)Lfo&;={1p0X}rHkPXPH=E+K&Z2Qh0=beIcL8*{ARFmUxLNkExb$L1
z`bj~IPGZ>a1F#NR=@!vUm>1uH048sMH*hM1V*q#py%5W_+~PJu{553R>J5DZqMVU!
zlIoWt)HTS#5RGE2K^mE6i+WWNP_Od=IKl+)ngvrr`kj*wb45P$8Fa$?t0_JFi)Izq
z;*I+40OLCsf2{kUV3Kf*@MOry)QeUQjgOpcx|nF9QeM%M)=@=lnClv~kXx8{Ur<q0
zVdq;SZkh;)vH2caQ6xeS(aaHYcouUZYiTy(0m3R*_`%^NnB5W7b5smtG={$^?L<Yy
zXsCXu-jtOT?o82CvNh?7I{e6?p*jgiU5bB`Qjz-36{x+HwtIwjPT|+>pKNHXL#G}Q
zo+*u2k*1k#IE_<ATQ-55IRx)0=WzTFlb3wgHa=W?p>yRR?PDd^G+0}pm;e;GlFgsA
zCgIN*_Si02*%C+YNz3~A*Bnf`<6`=)Vt8YGu812bFCdSfe3YC?%3ce?>76LQY;`<o
zr57D{S4dtEE1vQ@TKz8E8?TPcFA1Bw{f{Dy;tKWvPhD@W9MOge=F~3PN8ZFc1etg_
z22;uqWjE8yx#(#e_hv1O#7nL_N#e+lkXUsI<qwiOp~o(iHrnkBdgWJL9&;L2zWPH(
z1kPoym3=N(BVXQrb3s~N>G7KMVf<%T(;kk@gXBJWvC2RnW@Uk5t_%KZH%}<_8-}O0
z$Bs}Pzh`LFu#u?Z!yBUQ+cQ40!*w7p9AVe!F9DxjH!fJt1D)CeA^mO*5yV#+(;cOb
z_kOnY>8umTH^A~6w)GQ;l!iEGIS6?LV~_(<6OBkZkf+^4)>>`Ye6cr$7wM|~(jJsR
z4plzvZOB4<71#SxE+vg%#&H${%<uS|KaI`!LIj0#%UF<^R^U#W%U7MuNDi=g%q>1&
ziVf?W-eA4lge{yOijFJnYxs@KCG^0j-+UUbA<w61cwTyJT$bcaVg%UuV#3)w2)o6H
z-YHS^0Vp~H>CcDW9k6*icw&_C>1Yc>(aH}B^A@V>F=~2{)=-744atqFCyln1$Lc5>
zv-&<%NhsKXt$!E3fh#)<Fb-Y}%z8LA8KGSxaHRw80#$Y?p0<%=?+mlI>#CLk4P*dp
zFjRfIN#jq2e0r=Gq!LcKE2b${cDHMr9SdYWs=$I=+I}GQBnum0)Aav~u6GO)osHHu
z+qP}nwr$(CZQHhu-L~DkZQJhNZA`!Co2ofeQ}gFavYtDYs#GdiS<kv9ZY)0Ob~lL%
z3!Z?L#A|oqnFe{Tt^xU1(KNnP@Z^X^V<N^dMvZ^Ikhpl_aMtd1M?W~g5$(uJIl7Qe
zdVt)Kg7iOR21Io$xaFYQ(+_+;DBfqq`6fM}n^MeiJUhFxnH**aU6pQ1Zm3QL-soO`
zv-#o7%0XQ8FJb@2ms7}1J%u$z;RDp*25Xlf-LnXn@?YAfo0OwrkEEtdrKdO<JWf(_
zg82*x;rk^Qf5y3<)XQJuddrLBA@eSR{Rlid^}`5keHeId;W!V_s1^=ruRr6TpjU<2
z5EIgPAYX(t0ugBjFk=<+BbgQHJRA7F#^W~YklnL_pRyjl#TjOVM+un<OM{K(HsX|z
zJg~wL;vK)hUWC^9VT}`vvw$aDRbK`~Ib0{W4Z+U%0$zw}rj?fHMkuTK-{}CyT;73a
zeBU%EH5c#CNxlfPe_a8v_4fIn@NdNQotn?4hu#QZ8S)_z33-yltF#M(af~SJ!nqO1
zCs9`BYP5K&goxx1=n4|Ubs4ZwYH}hr@r|~ekGE^-?d;uJi(VW{;6U<^3Q4K8l7!HH
zdQ-D<YA>8I-FvssQc1mu$MX=Qtcv(YBHt{Zgze?_$OIqsVi5wjpDQE|X)Kl<6=D?j
z*}jbpo+%5K^PN2b-1l8p)?~`}@jvF(F?w=Lv3laLm3ti#9<b%ns1&VvQJreU91Qr~
z=CvDgg&Phh5}qi|K6Fz+yYi)>6K=%fJ1lC8cj<E8kQ|U^M<RQeVaFo918{(BA{?MQ
z419v`;_mU@w*#>w^t(3rw(oZ^_c@ofcZSLYuo`_L>7~2Ck1br=5?*%YmZo0eS!Tsl
z!|GvU72AV5mS782wjqw`(0tsgzU&}k6Lxi%{K$c|_Uwupi%rqfSIBJzZhX!PU$=xs
zllriP=ZKDAOPOnkASBO8v|v=(kNigY4YMIt<_Gz~JEI&0Z@Ax@BaX#(rtKdE4uhV-
zoU&VF==vqA@_xo=A1zZ*_CVS&Z@KTDyVD}O9`Z%qTM0@4${iOJcZx>B-@ev_JQsiP
z{LV;}V5_ZrmRrT=f+cQ|MY8R|F7iI$o`@p)*+blRkv4?t)}fB+Pg{eZL~s#5Z|3el
zgg3n(wE=seb`p(&%h51{b}31`=7%o8bR#?BZ1H1GW5kRL63s%e3wu|6>y7&?AjNv_
zwTsgcPrHsjppb0QV~9r$iAN-o?sEU-j`W<1YUmV#;EEFrnRlCYS2ZkXte<2rc^KC>
z4!>mGs*1YHd>CA@u?RnYf#x;pGO%IV=?B}#58nDtEu9@xFrr;maibhFUg+I?&vSl{
z>-Ztvs$GZ&1=0_J>!$UV!(RJi*zeiZD|0=+$yRg-?M_~2^9l9mMP+xO<Gm6tftWTx
z3zj|LcmqCo2geO|{j+4w^Bo-<g);{Khvw)LiC4U-T_f$M95X0K+!s0#Jm?k@kI*{g
zcLjlXca#qzgf=MqiTGI=tgldeAOf*s3;$WOq?E}IovSZ_jPPLa!(Z%gKt4NENrJU7
z1G=&xa0qjAuJkVFkxDqX%-Ft~{P_)@Yh8f)1pNy5cFhS&OSJDSH@|o{fHl^%H*hze
zxF&078tDCC$rb-V*YHNdCOJobx8-)Fk-xxQaUMShT!`<}0nEpPhR2JG5wNJr|I`I~
zT2i0D2QbTk)<yunL26k3E|m(CN?I$IguZ~c^=agRqkEvU1<n4Tz7`r(ezMnu@ZE$@
zLxCK<66)3OTsj5dy%UEle>agpTM9mc$B4khS>&U@S3-Dwt9G5P5hzio{=Hp~+3sm@
zdJd=0CaW?Ry_GC)gsQhEj4>8H7x43;9r7+We?x}g!?n{_?^@M2irgLV-kt7G51Tj4
zy~P&OH-v5<w1aTOg3d=7rY0n{j}yvFzTe!u`ihgc=j`zyvXt~L^$qBA!TB##XXi`V
zQHnX?Ss4VH@#AZ5%yb;xu-7SmHXtuX(Y@tHV;e*-Y_A`Z2mUnnB_(fo!F?|Gn`5Xw
z<r!v78@>}JHv^FSe1g4r+xwHVxkfV=A8fCAF5jtSY~<qR_RRE5+dm+$a&Eq9ehgxl
z5M=i_Qr9o{GIFuRzdlu8;X`0*I-?xdd0N%{v}>7`^=$L>usJ+8oBS2HM~2?Hwplmk
z;yBHIgZk)&w^Q@l$Z0i6OQX{5J@OOFuBMIpa<+)$O4*TT<_8tm63)gEhlB~zuL^&=
z!VMLi7jpAoy$`eQ-fxFf!YlOwDa`S{+1q;|g*R;esd(W_^*N^yxrS(pZ?x;5QG3If
zG2ngO=c2E!wRQOeoC-q!XYaPHJ>q|48qah*+38u@b~?C=d$rS%-svLZS_9-Bi&xOu
zag211kS<m9G@S@~X3+Vk=C3|ezb^sKusc5FGk=E|9+7fxhX@{nDRAPtgf15$ORKeZ
z76_F)xUvySR><d=?<h*-BE^?*4LNEoxOZjsD<1>&zhgfk@KgIl2cP4rwz%HDl>MfF
z8ZLzvhJH<oz`ir+g;t0?K<q&NHm3?94swUAUxb~<b9*K1E#6=1jMY2Y{`S0ZOSMAX
zDSvq*^+Vkkyz<d*P`}<M|6=5assCn>!dG~A;6z|^V!R#tQr|IlL}&ZnX6$GFjvaf{
zF6#Q}V%!G&d4sq*0Q-aSv8USFZ)DU6{2VruZfyUB#4X22%jzdi+0ZCDn*D@uaTyaH
zP*1tC1~to!@KQ})xz-K=dlr>FX{I-^-i`F}$a7eq5`+86B-zJ{jdv!hAQxuuh2(7q
zq;|{R@WD8KKFa$<p7Xjh68A<&T1W!TEy%RuK)SG_F>x7-+<@o#4#(a*xPt{3Vvvje
zVH&Q>NAZI@sqg;!Fjzc7U<vJ$ae|F4D9BgX;PeV~#m#X{Om;O@a<eWNk2mLHA^FMb
z4r6IJ&~n+nGC*G^{Yv;}A)E((Azh!-RGQE~kQwHxSAIVH=!cGYp8HPv&hm%8|C7+n
z6X4dey*%Tn9(Noz$kb%eX>^VxONh1oa%QB*fUu+yhrL==#r`tcMZ(hqTg$xJTDMed
z)_%3K%_cVW{hr})ni&7<#=B4TXMBio>3ygTp~TPDW>w%jW4qH<3{bbrl{`rgGde`G
z*`H~nCsygD=`(0P^nv|LTjIMxLy84%jE*PS5!v-;cJyPHUvOmOx3som^XH}dth3Z;
z@YV6ywA5HS%D(5V>`IZiNz4Qe-)-ohFc^F%-4G`OFRiP<k00fPq%UryTQ+N<{OzkA
z@1fVQ+wBS~*#^=wDN~Vi`CY>tLX#x2j3sE?yj^zQ)r#yy9Jako`fVH)ib@Nm!zCL^
ztlh3yTZbyM_D33BbIy8U>D2DR@<I}AE6t>od=n~%jhA!p(8@6Km>R*4KyUFvnSbGf
zvC2+LjULgxQCo3%ErFd|udI1ntpI+Hi<@mAH~teAm;0pi(Xxw_d~ujuZsK)J&dyL{
zL7;bxQ7R%Y6caW`sHl;O7rnS&;Lc(qeRzSjB&h1L*Th;>(5FXN4->EKX*XuvITxqX
zzY3M*kOvfOUJ`kDRT~@UBbPJu*05&a7VIn<mhD_D#p{Z?ES*AY)zl<$7pm8jOI|e}
zl+|~r14d8OmzLVtRV(O&leHsj+iPF89zPq=O|7mNYHC4XU(p2%_iKxW9fDGf(_w+5
zyJMBl<SIv$aikYpHr}no%M4xbY;5R-YPIr(<L6Pm9-R*dqia=zYT9~-wSQM0;-;#8
zw_$cF+MPc3^69naA6ZY$VA9R{S+KfAK$#Kat(jSAT&c=`P3tO}MRRDxkJ=%v3O3Ew
z7?PmC$(UrsScfXyMj2R!lqb$g)r~Pv&h|ZTw4}>u(!X4tlST}ydqgzc#?bTI=qsU8
zLP#{}5~rn(Efg7+z#qM=s`v~7mZIl)Xh=pmq<Zx8^IDrFS-8<OY$OQys44~8CS}M?
z?AoSOzeJOx%ML~LxmyQ+?26CtV~?E5)Gh{Tt>HkdJL8jCt%F%<x3}RcZk;DLx-JbT
zXn%@m8g-$~%r9_0c2!niFQX@MM2*SS)}XAm0oTz|+q@rF;jJs7kDls0QMI}ujzqf4
ztO_HOwXvqsqae0ZLi`D(lB=_Yh6<vpLTrm&qd&y_b=D{Bej;<TVjh2I^J#T~hE<xE
zwff`F-}G$X5m~XqtfkOIO_HyyxLNT(X)FJWAmQbK)G8DwJJ(g|wN^5=Nq4Md>xt%u
zgd?dUO+(ZkRmF*JQ{SMn@p=RBNULdooO#srf}Ga9%>nUEZPc8PQgSRI+TfMEO+*<>
ztGWFX7Vk2e%SoT@DwT9qtb&tPqMh_)ks2>+b%jYQj!^3{);!EqbQ>!G*Prz7&^SWr
z$BX2gH~C;Z3H2ElbhPL*c*bu(U8Vi7nyU18!vCbi5!EXKsb05pKA^jk0uAlotb8ku
zTQz$50e(&MgI%BL#@F@+PeB1`({UN%xh33@#Iel;+^2A)ic~hXS%wNX&5mKc4HHb;
zQ<W6JV6I8>a*Le_uGcz%X0}aqIJX12dQo;*YjI=h(n_4$n%HWmb#+!u%OWmYbg^4L
zTJ^{Z9fbpUZ1aT2H~Rhi8Eop@)OrpiI0;4Dz`*4gTf2wv`f!vln$70r6g3uTG>^NT
zsj&W%>Q$2=zG|sZ+N98%Q8InIw=h^NkxWbc?&;v0;&PTspjZC<aLMFgkf{uFR!HCU
zfq6;|Mu)?A*1XBXYI{(vECuvqdhNfq8*~fY-_r9M&%6fi<f<orC)dYG>W!>+t=vhM
zqA<vnoJ2A*@&rH&s&rTs;6(uTJNJI*9N@umG>b08HLME8WL4&IND}}oQ{p@@5A7W`
zAnib}JstzH^pnlajwu3bxxy1+b$nWYRv<DLTVL*SDK@a33&7YShqaVoHscC2nBkbh
z%=yVO-*BgBw@@Ad-kli$GKC+s;DmOe5s7Um^?=(m(vtANM*;G~faiZZji$jA<kBBt
zA-w|>eT7H{fDLGKfy@9$0c(}IBQbq|`_)yc*cHHfgCBq;;lQ=r!ErW@sI+wpcmno|
zQmq{DA;DklvBYff8|6%i^Hk23_GT*uL!8^q(iz&hQN;+{fi?vgYY<m}Lj5O3#vUOT
z?v0KfCj~g1rO_#&Q=3{PrV{tP?lzQ1c>zJc%7oN#K;|>OVFLP~MbRW(**!Nz96F(I
z^hPWSz({)Ra5E}8eYPDfK8jPd%wprH_jDJQgm1zGJNS|pum#sZ7e9hrT!}I8g+BsZ
zR0(k~C7OXQ3IsiL31pxP!va>&C2Fa97Btv8>5KYZ00SK@@(oG(2A%l=u~G<aw3WaY
zfVdn0IADX7GbTiAa0H|6%~M7|c4TUEy!B_J)~Bf3@q)+33U3<oU+ub*xC-!R{eXK7
z&yL0(F|=c)+rZZy;U-!@8FSXqUbceuv}Y}%eh`8-fHnePdq7eEIup&v6`X+lj$+(U
zUz}9+rV+FOu;Tza0Ug`fWj#b?imX?z;Ta1Wwyr|3ScPD*3c+GAUombl&2f}kV*-~L
zUiiYd#%I1V^H#o#&5^NMEiIBC&c=B%dOOzjtzySI<;Q_Ocr29g$dk%$nb3r|0zO~}
za}_#ECqWW)T1Q5c9VRPKEh<uCvowr&?xfXhLei?1Wocy#`++VQX&WBAuOwEO1xbM0
z(+PZn(gWI1J4#F1`rZFVwDn<_fgSaqWCXb|EcO2q?lwlWj@I#};%#DGO9oE&3kK`W
zT^ZrTD#%`WLqmagICEL|FwX2?_(uI!ssaQ~zK&jkRodOh7DEGLzQ*TR)P`qNd$^*f
z7euJlVlRA4bb%>Z8w=IB;-5x9)c^^`6A@fPL{I@e#0FRpHOwF)$b+nj2@n$%AR^8c
zL!2psgkS>lMy+j<l8r8t=-FR!dt5#q5ac3*>mG*uozeb#I&D;ao+D|qJY#88%|Sja
zO-LUKWi8=0-i#nWK8n!9%EIlURYC4zT*0YrVm(r%!Mu)S6WNNQomD$$BiXP<8<~b8
zomI+UqBVo#$c^Th#UV>02Q80bsAWCUMbQ+g9Knpx1t4fQ46R~Ed%%@iEnZW-1-PvB
ztXaK7OZ#OqHPnwOpnP0a&p~=ZWyj`-q$5}KPjX>cvQarzYZ!7#f;++Sf3AmQ4#L(7
zHtvzlC6F8tmiyLr+%QwrG3;;=P3O9(L!)jl{*XJeL2QV6Vw@0xVw4?)CNErL|6CXV
zZ>-7fexL$44uA~8Ty};wFGmSG`3T(r?1byxg4lj(05{EMH=^`f3t8dmX0e(Q)FQx~
zl?d*@<9?_;I*d82Mhp!g8ql=LB+!1`ej$TIs!Zr<;1ggxRVM5V;4QGNI3#$FB?>&e
zySspJa2}qh|FE|Y2p@m&3wRHY{-NUk0Q{fgf62!F?hQoTf}{ac2Xv{t85uw}plFmy
zp#iu9KnIFenb0x7XTW=?{5n~~Ibai<n^V1K7UV<zhsrbaAV0GIP*(JRBER9N{}cHQ
zL&*nIGLHcS%P@?C1j~%{S7LAs^h1KlF*s2DhoC@Yn4GBpV6X=QTyFFW^8XZ-WP2dK
z<Y(N1yOn3&sJ`@P-h#W(?|P#DVeTcUSAG5$=ubTbx2pdE^gqS_lKIDGfQoK_UWGZ;
zA~FY96@X<_UX%mc6+mUwNs$322U7N{s4@Xo08j-+R+Yd|fR6$mE-%a$ZT6Ro-QNeq
zgZuF89V-3@Kz#UD50wAVKL*T)H}W6ueih>XOI8**%W}^m3qo&6^Z$FSz$5zD#eVaw
z17=vCvd9M<9F+mftOFGoxsg4WrvJ12ZzD>XkpngOKT!XU{LipT&Ho(<R&M+sVTK~(
zD+)E=`d%_59#99S0ILG<w2JHRvq%9{Mx8V{V4@$zpo%IJKm{PRUqn?2ECu*5;9lz1
zY#v}_2og{3&LJpV`TiHkJUM&&D*pilp4@{2^*;>!r}$s8yPz@dsBm<i?!A3b`1*ri
z(0h0c3|0RJXgs~UJF5Q>^q=DYksT4LJtQB{-GEYe09n7GsWrj2D#By0Luprr{gnwY
zMHv)&Frd_I$beZB<+>t<bxQ*BmJCuQ8RWWZK*Fve6`Th8n^~YKtnP$^@vjZzi!G)R
z&v-kEQQi0onPE^Uh6SE@W^kODq1Ppb8TL?ipgozPQzT{~Zhk`~v)X*{q`tcL1sFPz
zJK!=PPyqSGNjE-u9<>0E0_0Bs3<0PF5E3AE0)T=I4dRGMc!!f$L?X~BK-3YsO1I)j
zpUOQG>Tc125UP2nSBgll0+OaS(m7>hjvA7tCK6{S2~!ivgZx$TvW4TyvbpO~*>d7b
zU0hB#*TczjVn;Qxvzj=ZJ}#$=YYDO^w*QQ#MZ4}uw(4g=%z0E)pV~bps=TUWT9hr7
z++NM71eE=ObnJ6t#><G9H)9e#*7af{&$b1=(e|u-5-z(K^{qv-yy!V{?6VR{6V~-A
zapt;3ADpCJF)zI2jPo<hW!p0ua#v9e{u;Vg{F;61#q<7(?Vp<YPE}RcR=VbLE$b`b
zn&s~U$ZryPGXI9S=G#AIAJPk-q=%hh?y&XN2flR!g|7avwa(!yrXee(VJol@wbF34
zm%m?tu(g-S8?-cJ(?~0%G(<JZ8X6iB8I&?1iW+TXhcVQ$-zW35!$ipl$uY82_J~Yr
z{PE-59O00inOn2bi5z4xHVEuzx-CSCDrr-q?}3;qEZb#2<<s-SxubGRf8%skjH4<l
zc-UPPbrN@)Y9xMJiS$UuEUliPuiu^VN-tjqeoFCbnr3Gt;G>LpCCtJctrF>Dj2HWs
z`UzVpDpx30!AsLF3`vuzvM~JoL9*}EfTub}m9-f!a=m|Ge&jQ1t@9?(D;w<ur=q5G
zvvkvOo31$9FMjkVZ~{MAS|P7vrS?pxaTnEa57&Ygstp#djZ@InQwbaF+%9wlEp*j@
z@Hf=K_jOj(47Gb27zWBDs?o}{bsFJIq!mLux<xKFQPOOzH}4szqewmGy=0t7b7PpX
zX%4nE1K&_gvJscW-5`xp{G%Hs^LdS=+BNKUjRkcL`UdOf-5^_NrM%WF>-)j>uS(Xp
zAoj%G*nY9>lHpG^+jHGe?<(0nd9&o(09)m%mz7h!=JNBtugc_37^3tsJ&>KaAne|X
zf1`_APOn?%-`04s2KGB+!9U*bG3!jVRhCBe#bo;U`{Qk_DRf_cJ-sSw>0A%k7M6mZ
zqC-mRvVO*u)y@5isrnsl9%|3O$-o=<Ki1=U|A2?hB#qXS)bF?OEAptTqe<&Kl2&yl
zs@GI&JW!_-SJai}5yU!DJ(IuA_2xT}n|E;S>!)K|XfR4;3_^JATt6S%-)~E1DpS2e
zh}GjkOjNz(yy9wt_NS`o9!~QFRJSe=pI=Ws%?l=j4lKm!20(gWP>z0X!$&SOpOEwN
z7m|YhMIS<)9JPIw$8fniUJ!js>n;dE*b~S^1A#`Pmm-;5MLCqWFK&fqaSzy{N294u
z4x&3$C$-^u_8Fzz8wEXpiUh|6f~$ODCLKwn1+aY}bBZK*<w<D65~X%q+#@w>2z@_+
z=NW|Zr!oQz4ooMh5G`u%siVZR2xixPkM3gkhxaa5^>*D-ZGAwtznuVl&dOMwpma|)
zWctOoBeloh9C~+@Q~5^ZiFF6v6owxkS;lt5IDzsCe<}J!DOq;E+xzwnXv6e`y_+2Z
z9WN+Ssb7B-ULkh(QT=3V8jh$f+DH`@+hp(^VqCj7r>x$oZ?MeygP`~vkP3gl<XxVz
z8(NOqNs*!dElzzR;GI#-v6yC;Q-l}^au2-cJ|s{rYz@qM)vO(Eo?MH{GiAy56P>*m
zNZx#UU-p0Xv-9{ZCJ=mCOy0`8eweNP3mgNvlpUtXCR@h-)nuMs`J+1Yk~a_VUYP<c
zW!?Wz@SPdA3_534Tz10jq0x|ahh?Ww0V}jOdudlxiz89|k#1i2qwATrZpl$4VkfyW
z%&by>HDAaBte9s^_|<C${mm#!gPtu?y*XT_TBf>@$@)xQ#^wO<>VSyuP}e6UUO;QA
zMU`*R!zRNX4|R@~Mf9t5%#5o-%r~lz$ryxreW?0%RcH3^XP}2FHT$;3`*eooR`GWh
z57@&WWvJK`f8*eP+p^x4_+I`1alDMr139s8Uou-nX;#9`NVZ9>O4W;g<+#kU4A;-F
z_g|YD<~GdF*!I}BSo#5aETl?YsDcZ}DuV8Y$9N^z1@BC`1@z0i4l}3u_d^_syi;AC
z{C$7<5Pxq9!Y$#={26OUOtwrtC(+Nm`_>P+%uq2>huqWlTwggW!kc*o<b{s2fm!L$
zZ)kW^$m_6CFArazD1C$Z(8(Dz-_p`6H*;zh?v~lV<*6i#P>YU_O1mh#!o9v?VT};P
zdiFk5-(44ZF2Hdt$1JHQ0?cT0N}b5YdXSkvFvR-hgTNUBO?z+R@5o0^VSMG%I5UY`
zp&t%lgA90~nyPn3JN@zZaNh~D52gbcl2sT~cBoAad7H!42NkaZ)T?>(&(`8C#bp|c
z7>gVh`^sh8W=!JYF)-XN$4l<sb$ni~(ekhFA7vPYV%_tb6fDme^%&(b{zFd3ySgyN
z+J?&1m2g^%A*o)-SRNSGU-DegxJ<&kMIH3yj~IE=?!pT%LMwgy<Oq3TCs+GqAaCh@
z;IH&P7z_LZ=CAoap@rQ<njDM=6Gmn2(pM<-5$YlGmo+2SaKF|-)qyhVmM@m_MsVWI
z&>N=8=*sHKe=I{PN1vz{=@zHTl*_13gdQ;-|0J9xz!G8u=M^vKk2{+LVgS7dQ5*gs
zCcOGbu8MHc6utcjw&&9?3eJ@JKd4%~eL=V{jx`iR62<?3%5KcC-_?6$&p9}E=EE!S
z+Aikpw~fqN0@wHx_=aVS*x-#{irRY&fsg3DgR>N4KL1)|5begK#ub~@W}@%W-IMYQ
zJp35%p>12D;TIZq=RI21oyo&#P5-^<>mzEK8a|P{YilaGWwk}hkCOF)b8o7(n#OLA
zy6E74s?8*y$J=LxW$n51U;9A1tElq6cfRRqqJNp0&SlNa<j$NR$&_SbHUuI8I|+jz
z3`CfO!&(7>5kmr!a;(&7Ykj?-qqA+Pjk3^J6@ZaQ<@>VMwm$CZ3}}_o_pB(bY!-b-
zVS4mC-QrFL{kOY%`{Td+(o2tXlC!IM!`b(^Ih#pJP|7SI?aSbWS3IIE$ksRHU_t)K
zG=8&KVD2nH?H2IN2jaB=p^;wvw*t~1^kBQs5cto&eNZz!_}@>my+;r)Aoxa24QsI*
z0AJs662X~NdAb{M#3zrN%`?w#tS1k8wxZjD-NN-N%Na<#LzL51nOVm5<ui#J>N9kM
zMv!M-7UZ7jw&3lI$ejVYCxJThbTCUF+BTHCZb022G%GAtz=qN4y{C8OZQ+fVX4s7s
zH0!!07poIXGs`TNWEM)<P_mMHE05U3kBkpm_YChm?~D(wGdtGPqv<Pe1O9xoTjRE-
z9vkdz!)igYFPbr*$<N5Qh&Nd05YFK%qq-4!z_i;FzqBs;-`aLkcFNOnv!;9#{poLx
z4}s^KtG1@iKfdd!!t}Wx*B$!#-tSw)uhVmg4f^~eedBqc_zs?Sns#nCFlX5rUCivH
zA8fs-&l*u-0)2jvzn<EAQ$qrqqz3yYVLtS{(R_lz0)=e_{`_7s-&Lbh%@SPzEx>)n
z1(~bW3u~aQZsbcEd#SiQ0$>z;*d9)dIW-zOV0q7^PsLj=>!A!|iz=FKO!dZ;AHphN
zYG%N%<(g+N9#rqZB|R3mb6-c;;2XIO7k<}tPm#}ESDG1){2Mbet848b<DUqN(La>#
ziqAyvu;pJ{{so~CJ{z$TJ6y1DXBlw11mMk`$}nPBHz?6DT7N0iOnty`-Jyu<{Z>@-
zUUBwagf|t2aQ0<{vl*5Gm|%rrk5Z-N8bWPK3AHV7!)GL~3Z4Ie<%%M?N93TwpM2*Y
zvq;{7`!#E@VakBz&1W=#Is#7@;80jOWnHC1=1nCapdbl}?ST}^bI{-*%Ryop0=!&F
zVm00q7>5YI;^@TkIPS}g8H|k{4mze_awSTVD*lK~Tea*bSzuz<%F5>`96CkSNMNO4
zC08GkjTt3(c-g(hoKqJqUR;*5>NyA!v-_Uqnb_JUY3A>p)@ZB`=6|^!r%<NeQ^HPS
zx|4t4ypSybpDZ3BRi8jGVZmU?4UFoRrP!wLyLLxQp1YF<^uauAuwRcsibO8WyLp{G
zWiAQ_7z7I-5hB7>a=-z5)z~kE_=qNfxg#l10VQ}dUq*oemA;lJ1)ccuf6#CvM~?>_
z`~e_;Aco+N&)}XDEE(zqp0*v2$oGHWOko%U4;4(oKspQ3ARHhuBWg8|f1mUz<)VS>
zNu+Xo;2ZoJbNYdsmjde6huEgZ)*d!%8r_}N6q;q6I?wcfV>T%FHH5FkPC&o#>KV{>
zI`!)Ysyra*4~h~<NM#Pr98hsuQRcykCTB{jUedCPM-y!+9Z)KtKo*CKMi?8xvd1Bs
zQ^4tpHNx5S8291w$B~3Fd8%Q<S<?&8B?8_wu(Dos+bh*gr;84gcF`(VcIhHplF8DT
z66N>!xFEmbzJFGg=eetn+epPlr_s&RbG-+Z&Xo6mX}ZEq-(Lv#e}THWp6LA;pRq2R
z-FbSw#p}vKX&BKZ_%Rg##P@RIe>jGl2x3oh{8)K!ebp$hUmAM_b1HZ1>OKcNWA19$
zF<{B0Rnu$0HMlXyGw3DO2BNii9SVL^GcOo%tBnxt=uk_MmRc;zsgR5Ye*I&fFj~Og
zm2YmAs4s7%7Hnf^)?(A}7u60K4@qO6U@<CcF88&9=nPgs^%t3f1Y+X4Ja7+qyK8_Z
z#YT0o;V6{(28)$I{E?nt|5jwmT+i&1`o3*St83_1N+ff>^mJWSaXlNOlTRvDQ6V3w
z755@J5GfR*=(ptg$OzckR_#*jVD+&(I#Z}wRYMLFPsU{v(_`r~U7BK`72z+UYUp}U
zb19eCr9&DJ5T)SLap3UdaOjq?je{6$A+g544Cw)B1e$r3nJtwjeSEKj3x(5$(A=^S
ztr@uk;%^6Npc%*UU#x}@kMIm+yhBd{Mg{V+R&vUYuil!sdJ0w;`kSwZDm2U4wc!HB
zU<@yN`Dj<(Cx-#ea&7LuG~<u{jIt=<mzz%cP!ys+u~qb`&Ytzm10#UasxPNN&?=~M
z$dX{BxFu*c{{)mx?-kV6!9fcvUm)R;_z-o6usx3*%3Du>%R%JsY*-^Khyg+(A4oGA
zLhY;t2GEugTKVM^YJntWmL*j!R^=$tATJRLeOX#kFrIHQk+oKSzfZ9>i)^o`kg%1$
z{I&i*=FhhOo%v{RQL`+5KU;5amC+(eXBj1mHHrQFoU_$&_iU@%--0dRY#NI?GH1?o
z%WBwzj_U1$%2y{657|;HCy({hQSrux_A<DB2=EO9iurTn05h+r&k<~*7c#95f-)F?
z6B)wU(BeL6X5KXLr>LgwYJ;iu3ZNI(GvoM=Z)vN1m#lYonl>b8@jumr(*RIX5|>0+
z0#GFmOtYaQPw}~=2AifWv;8Er^*;-PTHW`+4i2wjLJzS5rc{dp4guit?g6m;a4O(g
z!I?N4Ym6Q^5$nyW&+R@rJ7b;)Yo+1S)s#Tah0dd?Lr<=&fIW@K5LVzpVN#PS((*Jy
zc~>DPtqDaWuLAyK@_g8ndAyE`Ih2ie-BcZq{p@x6s~@%#%ASBtkrYs?9$ZO(zaMt_
z^mG<A7)vJ()|{4C?Ef}TAZK)lm`8|v(7s@&nYIxlI~8lKPxl(kap~{H24QA{J1DSi
zkVE!ovp4I_0!H*zr_#2;y5-<qDbNz*?Wf`p8=%c*b2{UBGI|D>UY<@@hOa7QLIsS}
z1w5Y0wW4eGi|I7T>xa6iLLjqWIB8Yu_@qu*3h7<_d*keC^SBH!Dvrbyj0|HllA1v{
zK;A8=sYwXORXqecy&(cI^p@ZQGV@DdCs?nSt*Zm8@M0P~`heU*5GiB5@}4D#-!tS9
z`8P?u$O_y6|FXPV#`CWQ;3nDK<4r~?%*OHWtX14n16JF_r3<<zXa44SY=?AD4liZ;
zYB}OW(y$Ft5~*oE2!aXEARZs32TA-D=hggnl%1@dyluTF0&hk)y{rD;`1$x`eyOjD
z6VNB2hm6w{@iVE~`VK^}t<288lkmzh>m4cFTE^b}@7Pn_TkgsiYnGji%>342-UM&y
z6UdN<lU#JMEcg2QiZy%)DJ6>#&ve*7imj78>S}t3(dufd<Vo}tJq|q96SzWZ2aFyk
zKDz>C)BdkId*ZDp{Ka@l54B+e(d?O4a{EgHH*0whSuRm?Y`XO+nQsbAx054y^=J1U
z+ZASJuyu(B8nH0ORwft<!eC1tTMYfzvZU5q9F(*5z6f#E5h(=qH!87tFCc;Tcs<<L
zQXdO?WT5e1qHOz8zMh(y0|l$V^6}Stn$pp4QjF@9W)z~pw9hiuQprkrEFE-zJw@cp
zPw8g$W*uiO<K>=2c%XUM=fcu?>^+_k<*~5FA(WOq1KJ?}(9Y)&mfAFAGewG!4Um9k
zi2k9lg~o+rq#y|?QD7PlJ&M|x1Nc@zTaXyUn7YGA+eefU^9I$+W8?ih)j0W7`+Fya
z%-iol_WQ0ddSegjummn%1e`>?U0Y*V0)*A`)-A%fY4@T(odCBt$6_j%$8TFE<+^fp
zeeV3`_#8v2>FUUW+4gv3rQg=Mo(R6+2JtlC53JRY5hWN)Aj}fHUFcpUXixB$MW;4?
z2{AVb2-!5T{{0`8LMTk~s4%2^97Z;dFp*N`gqSrMNgEzhg?Fpk`DwObN~W8z>>=Y8
zKp>qI6W5@C-=A!l;Jedvpd`?kpG3UF$ad5qYPmnUR{P4jnGq2JduTz;h`-*~YF5T3
zmy=@oh3jVgajVUoY>izm^r5fCl$oYU?%p&}c#Bq)jP&<N!xa~AW1wa%x!O3H^>nAY
zUg<r9Rk)mhWMut{@R{M2ANwLfmI6PS@bg$PlX1?72@0$ycWv5~$)16r*hB_Pvv{@l
zFjGiIK%OlVY_ec5?J+OJ^Pg2`vH88sh;>e`tWBXCoGTIrtSLNWz4CP0k2_-%_7lQ3
z^0Y*^kqm}9fEjR1`<P$?v6>Hw6;}2I?{5oR1B@svy9u}iC*-!ax~k5b#cdR3FxtO8
zW7|_VBB&Nfc|@zDEF7A#tjM~^L&(gHGCazhr58+>%WA=5PEy=Y^j7|KJ%zk=yv&O6
z3j3SPo<5=x_P7&kB}gImRsE=ql9o-|5+qcJ2@64vb%}|wn=vtr%|%FU>IajPP>OXy
z5baZRAwZo_hpjAf;T*}JZe1Ss7NU@J6VyJD^)tTCP63(}o34L0vmh@>bd|;~x|5kd
zP~b*3!z5k-Iyc3}8QU3?F-g+zy9v~3ry!W{2{2JlOM@Nf&SSrV5xNz>f&kp%VVIOy
zAt_1~O48)CZf2|pm5TOSx%T7N$|$%Yd$`$xghH&ABj}h4M|p`h0wC;@kdBT=!c^m^
zo=TV;k+5yJ89oyA4Y$K_)mvZmTt0>cL~}7Jv%h%XLiNKTr{r{9Cs?P*(3ffKeCtRx
z74MJUFa4;?sxFDspsRcp+xDLLoUGk24asl*$xu?iYzqHljhM)t?wQ>#ZVWt(+}}J(
z31h^FF>}lRHvIyBpM}v$K%5?kK#*lf;zUd=A}=O4K5afN(HTZcg!LhlvV<29Var-*
zJ^?I{IFX7vaxzwlkAT?3Em}Orqa3ZcldbZpW}h=kq&fa%YZ%i3NDbk@wWoo{locFQ
zKs*PTl+|QcFZY!Sj~}>Ct+Qn|bLo{*u>y5W5M_6gtSh;6UHzzw*X2yV5kz-84)5r`
zXH{3`3=l>@3;?5oB1t15MEh)8wgvH%o!Q(qr}-l(kzC-xo?_sczHqmoj+iWjB`kpq
za{vWwlGI8PVf_9;Fe#p~T9^i^ZAz&1n-}<dY*;s~f+c1KjfT~aapFCM7#7PwYABl#
zst1Pd6$#>Mz=3RljR<*!g2?&EJ>+><0hAE|F9Cswu*G>9_{{F;`8*8%cw@`AoRz3O
zs6w|E+Eu^V`ccSz^V&O_CR?tw?he<N^hKhkD13d4mXzQ1vr(Sc>2-MB77Tj<F1rht
zg(r?bWh-vmhqfDsL;ErAC&YvJR&iD1!Dh1*9mc>szhkOxe(O|6%Wu7sHNCcDWKXSa
z^;7G?;-vIRQS|6ZYgRJP)h$ZbB+39G+HL_5{+w1oO&y^4JCj!km1_vVE)_Or1(k}?
z@)QK@46(D7-hrln8WsnR0Z>0Rn95lnrMLn`R_volXG#05x>{9y3#>Ee8oZQGPS}J4
z7Gf-P0ItaC4rtkV6|sdFitfxbn%bBoGtfjdq|$)s!4GOiUxU*(alDfTi<UY;O;uX4
zJP#EivIC!%wi=`!>5-dvS^sV0TAuIuptYU^J=9p4t2dSR@jlku@#tufd(CxUW(u}e
znfH08=;%=Y=fW+2j*ZoAKP7r)>vf=ugCfy8rLw>uzw&*RoIHlCNA=J|Uc1o%iYqt?
zAz22}Tqw!tR%|y`@wy3C@|37s<cU^H6dNG&jHuQVfFcQ3<b%fWH#c&hoQO!)5znCy
z${UDwDC?CTY>_Wq4u0K~u|=moC!i87-qQ}x9Dc_*ZJ=*TxgSGM(F{!;qE{&Iq5rBe
z4*8A_LgR5r+jb&v^W;)Pkv*p{$Fv_0ipq?H>Kv=eDBnJ91-~gBTrmx$ISdAcb}UYj
zQ6z}Un9OMg^i{<GKD1_nQ>(8e;UXnBSDygUBe!~bo^EA5v_wT5+Hs?$+J{5@6rGJ^
zmpCvv({8^5zK-1f`M2X`w&)#IZRzqE-@?Wm9?7<<GQx0?I^2;ZbrO-Bt40?l3v5dd
ze&bji@iV{%rvW}<7Oh8VSW{waQwc}Hor(8=dZVpHe3*C#z8OCX-|J`6r|7HtE9W(T
zKz`^`#I`A|(LH)Q?_ck~ftLNQ4DjH#P=6F3j?c{1qg6|dWMZU#uY)9`f0n#Go)2jy
zZRhZpnaW;g{dMM7fb06wEwL}bL$C&%4Yd7RSp9*3SBch%Hss`=2mm83f+3zuaeCr5
za5lg>k_!$7(1`4qM0QLlPUr0j22d~z)b7Q!WDvZP5K>c`ib{j;`x5UNkl8--<7g1M
zYLi96aI0XrzHp;}f+idLw6^DpHB64PW0Cy;{%5gJ6)rq*1I!qfND^=hKud3#0avi5
zKrDOo>QVw(X@=ai?&+tz_xTq6bSxDo0PYIrGe<iB`Fk@U)P&IRM>}h<q?mFrfDq#2
zqOAI=K6V;x1e^mr0Xk>xH_o$C{98Le$((^v6M+v`^me?-yiv^I^>3??%*YG3$S-dC
zPWDLj`CVM3E9z<J>1>9p)#40&CPJ5{P2BYwe?0Dy9t<4_&S>WR(NK%gUy^TCt{64T
zm_nT708X$PY!Yi@kf4zGx!y}G3OlD^{9!#yl8>SE)$kCh$ueLTXBwsf%@`d}4?L`O
z!$umqSB%)K@`BY68K)1nU#oFcy~~x6k`JU3QG32k;o-qM%g=Ldg~^%_Uy;fI?ZM~e
z%-f$oKSWgvGs@+R_hEVrY{=d+#Utb_ZN%fv>anb*!S7$`t$2KJ=gipVMuU67?(cTJ
z{iTMY2i2R!bHaET)+7dBM*hr_B^>4n!1*O5pr}E?L+0%LJ7JfI_h8YBi-$WNvpZ{<
zU5_;a3)`l?G6A{@8J_*^PoGz?+}X_idG!(Y5*#Dw)=@?axscNj6PihS6csQbE=S_x
z)z#2O(ZgC%RVSBYzVN6o!G1P-sTAZui2)On16{f6EU!}SvVm&>$lM^^x-TC^093sk
zRP*bR>CzQoGkXSWz%^c4Wdkm5>#^W4-Twe)b0-T`Ku}oS(&?oQ1dhzHpS#v8=eqc$
zu_R!B4dp^wZhQw?4la)C&gcky6w{Tma{#<AST?SUOF_h-!b@D$+%`Yu<K*N5&mKIv
zv9xC~c9gyOQmZd86ZJ8H$dsh9<8$8a=1#Tvu4qkmZb{C2MZ1_h5j%A=uBV^Sdzl?{
zoSbG>e+vAs#MCKa%%9L);-D5i@T(W<Rl-m9NdM?~mI-*HEk?Zdc5T<C_t<msLvB9t
z0KUfGm~UB2@3~iJcnutPESJ2SJi6VT#~#&x*r$NkkjL_C{I`o<4ZWX8)8bvlx#N^^
zcU`t-^)-{8m9G7*i{(gy=4mi+oB&S^A|asU8OFh!^E7$C9DCE<dI4YM?PAmW*W3a5
ztwo~xcUlARcVfhtipn51lUouexYO-*-~#lq9Yv)sNT-`YVn%C(SKo9;%8U2|-fh)o
zlkks=G~D)6?AEh3gZGg2-|F7Bul@mhze@tYlc-%i|7~yWdaTdU=j7Fz%-yz+hg5F&
zpq!V0oL$+O$k*ywDU99f5jU@Lor`K#s9K=MlDm>v$jO{ky}(S9CY$-A`f(xB*b~Lp
zzaaF^1EY>ZeO(Mvi?iJNgMx!L^P9FxszkQQ*x7{8sb#im_yZ>Lf5O0?ynz(8ZjgH{
zbqrZy4f=5Y1P!ZO`05caNDCZvyr&A7UEA)l`#Q!X{FM{gQVTjGUD%qNRM3~eei#K~
z@O!`LHY^F8!Pyt_2WO454Gu<#0_sW4!2=(I>JEnB0jVOfXnX`3f{J0S+1J#@fMoNc
z83(7^n}o0y4crRZkPxHIh&7>7W=Crd)k9PUh4c-)w`#w+8J#(PNbztHr1&0Y!@=~s
zJeBf#8Ql3(YiwmL+vzlUm6vx_Z4AS5_dz!o4!l*bK>9v!SI@^1;662=gbpPtE&Zi6
zM4pxKcj<IQuU<n{G4Nx0Y&s@0tma>fnZB!~2;-=te}AONf$2$5{yB0!5`5&?uyT=N
zfY?HV>{7%|6|e(C&EG!Mxj6wz*pzSOZeSvi0&5_O9kCq*1gtQukVBR@lq<L}<Ki6L
z55&W{*Ti?Q09oH3`?WrC>qnE!f?n9G>D`TzXd~X;9><`*Paw)vU;n?*^a>lzN>Vza
z0w<w1t1RXf6RQaHFXS8eZ&ZGXE;r=9AFA*OvvhlS#`c1$HOjq)Si8Y&_w4sL@^)+p
z6KHSs5L?5$810+&`)!G%-UNqjiP2Zy1eb@mNB;e{;@)rRp0wx)!0g($jlD>7Bn~Yt
zLhWPz>U;bBd_UD^razGZ^WOx6NcjiYZ=OEzKP2zw-^Ndj_7IOPpDkxv-*DgT5>v>0
zI(AjHC`I33moR>eeKHz2?I^C=tDtov>RRrFx}TCy;NQw7)JQmi40MfhC+2tPU~vWP
zz+hb_2{B2MOwwr~y!#RnkmZDiQ)^7mF~r1XIoEM+io15!ZEf7@Yieui9BL8NIbMAx
z4075;2^y<H1bJ;i2&$@(EOIQyxfchupBOKuqjYWI8<744^(U<Y(KO>c%2=xQ^WvZY
zZxsayXgtL_UDVW#L+)p>qmAsh5#+`oZm;b656F*!X;lIEIW#NhMMA2}0FT%a)SpHK
zdu<Oqm2Ze>i1htsDUK5Op};A44UuVDf<f+u0M7L^uc23>XG(YE?EJ&VeAc9Rt4pV2
zK|fkQjQp4Q25whfXb#|!{1Ny9%M`)8YCDVD5R7*TFD~Kc4TtRlyDlm|l*6s;m(_<^
z)*xQlFrY;DbzZqO$WO5EV8=aTBfMAQ-&^6{TY^Y5eT8Ya*ND+feiZqkN)-E-H30m7
zS1a2(93<lGug=Qhk&!g_DVMBVO<rwDiqR(>7zD-!Xzp2*=~D`Q?D1tLrph`M(}yDT
z^o=9V75ypI>_V0WruHc?6_*W{3yx(m_;SDOWVsgKaVpkA{W)1-QLf8rGb3BpHL}Sw
zE&sA1Eq|24Z9N`6SRLDzLw&Xy^-*24J6FFM;PyLk5wj0U{|R5C#lll9v_8@pOo;Ho
z{lauaRr{>)7@a!nRva$^gX<`c77nVLu!--+ngpE#@N;V822*_a<I6TweUd}#0H7aa
z^NO@i(2;C6dR_Z%z~4*p(-C(#7FsA65dt!fVt*~mq7V+yiZ6$Iw+qS`hhc!Ss0&6$
zsr#3LJs6<s7Qot73!}u;F8VbHnoLfTMOXKlzLz8Qf?)&iLQXETecXh8(7(<?JB3#P
zab<ao3Onnxto-n%-6TsxlXcz%(b!`??3P{S_a&}&Ch98iya@uf7l`GonB_Gq$7AUw
zGI^d$Iu}*2br>OPD=2KvTrHLki<zSbPzrq8s0rb{578)oGo2z~Z(0M&WDi78qCjVL
zt_ibHxVgdJYiCkfWZQkeE=3_E6Nm1dh{yvHG3zcSs-d?x2x))t>hM0n(MXk)RLD)-
zJ`loVv}nB`mfv8<EWDkc5ZI}}^p7$%jw8XZ7l2E{JNH`f*&9j7Z(d&uljaIHEqL@a
zQP_zD_m6R%ap@uD7~z;<_&}qcP9Oem&M7A+sVR3@MG>5T)>t9ODH9Hzz*VR`=A;jx
z{qr*L?~1P<Ks&#w_Er$HQeZeBQZSy`&dC8)n(d#dNnAm)V#FFy>)s(VuN}7ppOeUf
z^WoXz;Avcm^rhORf9D+A$p^_Vl@YLcc#~B4ub7c*A)n=bVgkGG*3apDef3-YHRHko
znLR{A8(XiMs04}^r52cNN!h_J2)JE}3E!=kBq@S_D{yJWsL#k#+X}4bXOCFZpQd#i
z_6|t(d%T>4cTXNBQ*#s7ng6~+o5p=}=r*EQR>X)<VXu*noR?5Q<Q;I<sz1Hd>v0=z
ztk&gdG#U16v)UsT*XDOZC`~+=0`C5yUZvM={g!gGjhx4-u8T{n5siG&tCsF|du25O
zLyin_cxByZ)y54Nv<AU>D>`%#q72oiJRF1Jv*+;?=F<_HkvFwESCDSgI{9!lzA&C@
z{4%~QH9ncGAH$O^Tb$^Ucy5ENgsg-J{F7|8x63atQA)<}D8Y9`3_JZVv{9H}uFTr%
z%;1xGA-yN#$e%d)mI%Qc-bAv(bT^NI@E@Pb9UK5!;zV80udgPVA~y?iL09qw3vp%e
zA1(ksl6YKM^2KEU3jCE?#l^M>d$jy?C#k_rj0aFJiK{pvE+HiKhhs_a`}F_3qbMX_
zyuT!e;A3C1{VGVDqsqLeUo`5Pu_O;LCAc3ZRzS~zH^HB8eo)T~g!%JE7d^1#4=s6O
z%kNqKKO67<`66TgukjxrA&9@`KLJbpM<cIi-1RhH6SC;FjZf^_Pt$fOKh-w1)9fl4
z!br}2P}T|IZ|tZmMHI>T%HeD%C-cQ5*b0WgR4Xdg4I@>{%_l!V=&c+lRSaTejl!Xr
z!;xJo8KR{Jx>VDIf}eH2yK8RM4{9AD{KP|D&Xo-EcpW*?sQv!<jS^Q`D>5EIKB}K~
zq^U8b9i^Hsw3ru1SrO=JY?le;R8g8%)_}g=I6y-^Q7GULHN-8{zUM*((?V@i)_}i0
zImlMc5KcVMgTgjQ22@ip4E=_xnbQwMeWz{^@&{ErtM7;ULe(hj1EPLXH~1a2Y4nP^
zEon%+;(acH8rm_IS6CDAtEPQUgmR`p`%s6<hO~1GhXUqnY(i;G$}ftSS2To69h0V{
zN$^~{2g()4yd_|Xaj#^UW7rWhOx#26(+dU6e=S9E6Y9d)Egi(EirJMjM92LpgG#>V
zFKkGU<F6hx`Mjmn5%JK{EF0`!lnO2Pn_P6IlJTgzqmvkGt6;#azvB|}(DJN=0+y#f
zRpt;oQ}(Qe0`{e9Q)rKxc`SiS_H;wg;1BwKM|@h1UrYBJ?wuwc%@&VgkKc>toK4r2
z5Mrf>RI)%4fSx0*fSzPqie~GN{ygsH+gK3s$83l{sV?Zrj;jdE6I%k76nZSM#pUV4
zv@L3(qv$etLQQaANJNuhF8pod*ENS`VOic}AK?0UIUTm%Hn^2O#Dnx@?SE;o!wOIj
z*be{x4t*&BdX;PeBrq>zi}Xbu^k`6r=W&7*U=GwBIMWEGTNP&;x<NW8<wXyU!;bna
zayBRXGXEI*T2tDbFvn6+ABMNk8Kq?OgqP~+wVW&Ek~&rB4!ccXSsU8X*5CBieC&j=
zEJ;Z&=$(g88-QFW$L?zfTzU=q^hU>31g#5ZjU?s1prgb%8J}wLL1sbtbV=>t;DKM_
z-}J7I%npc}rNYyts&f*vF-sMNn;0tB$u{t<)H&PolYkS8tN9apDIffd*E!_mQI&mD
z(Izkk)f^GGtFpE$lF<WqWc1`SY2!TaqoSJ82z&RPzYI?78+$qYgO-~i$?q!BK-BcN
zs3&`ZUQuxB?T-XQ2hPcL@g)^TO)0fa8H%oyJFVjNx|DmRK}(0g`KQIgiu9Z8ncz`v
zv{O@Z+@&(7lH@-pVBPZg8%a;MST5;wEq&3`n_>-puwu4FzK12NDDk{O<H{CIU!i^7
zA5U6qXzvP|rSJ|{KG%1P9^^bt;D1u7&LYAouGG+%G24Rd#|vmu<*X{d#f@g#OSx{!
zl(&TsIjcR5&E&IB3Kck`>M==qv-!FM`}n2T66++)wZW}^RI%BVrz<EW_m6G~`d>cX
zbQpxdCghWPY>WRMR;uzRAJwS%Me^7caP|I$a;uuyFH=-1xiqT(P1U7jXoT{uvL#qM
z>B!6vk0C)jn=(;pEXG!uftk%)O|VOy{94jN)LyJz=*SYo^z7<M)A~KrQ#`5S(ypY(
z(^OFIRZb4Qv6$76$4e_ozAMEbC3IHA6Ikg=(hH&;olqMPp(_IsKKeqr&LbFIs)bg!
z4J~Ub1sZtSKXK--+_a4<JZ5q0Z=59lf?2D=*@NZXOD>A^E5%xOhUec*w@K-f^v?_-
z&d$(TO_m|>>aVpDg6W+rTvSuoD!u9pyf4*h`i;E9Of^MM>aRKJ#{XA)=N*>Swe9Oz
zA_hc*L8^s-U6F6~wNNn%Vns!;p-~V)P>LcbVu>Y)3TQ|S)~JA@C>CPJ77)>GY}lhw
zK`cn@ioKk%Fv*VJ{Oz-E&U5d%|LpAN*}`OuIp>&Vy=%-eR_Bc`&!`;-rCA5}YyD={
zj8)m44m2E}-Tu|PpAxIa_b=M}S#Hew?fZPro|O!*g4WHe)uq9R_=xg&+4~pYv9E_;
zsoL(Vt@A&Q7?8BmyIBR_KI6{O7n5Fp`(kay-OLj=x_q@SW_|s@%a67;dL^bU8Q#0g
zy|(kuk9jR*O9z%WKXIV@sQZ&{w;XL&vC*P#r#q?nX<mj)n-ltN9_lsrcHj1AZ+tv-
z-qt3jbv|o(Nbz>Q-J<xL^S>4S_~e;S%&LR|<F!+#lTvR7bPr35-gBqX^}s9k-#ibS
z*?sXw3!CUu%d)ke3o8u6kJY@I^P<O{oZ&Cp-lh%eO;Z=t8}_mAv~S|$7Z#i9F21$*
zsA0;Z<zb6Fox+clt&zP4r#%?8E%*M3XS>$#o0jn={&Hk`-`wfPH-@BKo7g4p$ydHr
zAH5B4x}?{nOGUNTI%n>G*W1r;rB~Hfu65$9I^OLRviDQ^no+^zZTpj=MsXGHLcp(`
z%1ak$H#@o|ye;47aVs_Chcm%>&ozVf#PP0voz5?+z2(>%r&~q4F0G7_7o0vj_WGQr
zA%kkhR8@Rht<6?UmiN8(%<62jmW#d}mX&JSwtjLyvoE>%gY3`T%zG`Iz2doOcl_}#
z51RdUV&#KnRhJ9CJ?&d0A3i$bc+;Ok<P9n3;`<zrAN%<B%jD=2rrXDrH4Oe@|BnlA
zTUPrqYFqArp!#Vi9JeJrm|d*cpL(#-u7!DU->_M?&sV=O<fmmvuh!aYwl*Oop_$97
zwm<aFQodYm`^()hKl>}+=Vvv|weQrg(@e7}5i<vjn?C+=$i`wmvLGxYbjPBnb>{bd
zdVcLquLV(ew`PvXm~+mm&(M@B-M?S>xXi6^WA38v*P>n5rQD01+Obn`pWFR5pXjmX
zN6%L^doHM`8QJC9w+lzz?h);=xXIQ1eQrE?5&gMu<SOy=*kdl)uR9AfBkp}W>f5Yt
zr)KoXUA6s+`QD{Fp2l?Z+WTh8-Z$&z3C|+drrJ%4TQ%|WZ*6|r({0K5ZCUHz&E0r>
z)IWwV{$*S4{?UnNuAJW%P-SB9({&s6E{sf#i#s2)DdpUgr{Q;-o#;B^<@M?<y3g(Q
z?(CJbcjR83OZp$%ZYGCm!>vwtZ(6Ul=g}malBT@^mlUMj-5woZ|5fHLpF`(!$J<qy
z$2MsAQBKJxixmI!*8X#zAK!MmY0t~HR$U!dk1BnB<?*W@R$O1+d|l_M3vLSKT?S=e
z8=XCMO|Wf+b+^1F`HNdO|8k+wZ^^tHjlUnepzj6?(X@M3AF~E#Lo#phr)F3UaumP6
zlVE@9i$cd%1*2Pj?ZB;=-Pq!j)n{8aNuRy#=r0{JoGgMGpH9C#z2_$_GP?KnSUs;U
zH~)#06)JeHKRDpG*N0kqmH9Uh+;E}rz_>KCbI;P>JX*h`_K4DAv!?ZDP5IcRu4}!Z
z#imnEcph{-;q%F*H7#3Riq5hU=SPHAap_)|xG>Ata<s+w`RN{3nqh16BXy5#D~PC7
zclv1GK5d>1No`W#6=B}Ll}Gomj|T3I<AcnthMA{7yLsKON#f3}vxO>qtR81u9!^RX
zY)_nPJ-AcW(QDBuV=iWA4;U2J!{pKCxkv4^#_fW_>vdiHWr|hjte~S0IyCoxI%&`*
z^QtCw{kn6v28MpJVUAyL*4%Hso}`<${JQqN=4<my(~qXip5w194sLpC@@L+bUB(ao
zZrm3RpFTf&-6Q|z)3<KTj{2_7^84{0(itnS^s3v}-EkW<prg9z`=GbwWnD+yUA-rD
zSJx3|`oAoneSh8;FWi4Pmr!$4x5OFdf!zG_C4m)>2YYe;b0^e#Jow`kHg;p3`kqOh
zK50u|+at+-m#;P&H^%h4QxEJvtvTk)+cgh2w(^q7Yya}u3CAfPudogDkDoo`hcneH
zQn}_Sx9hEM_bS%q!pgPHeOo&npYL%nQFE-@uZgpd!?>U7DtlJ1jIg?2JGt|mX<rOF
zSmN#KcO<It=h3%=&)zOPw`sf2oOT<cx3vCpTaOS!=YocQ;($5J9`&>N;?c+TTLx$P
ze;)T^@iphzoa1$4W2+xBoBr19lls5et?uHr!L(t^_32qDvS;g&quzc!e@G3pAM$Jh
zsy8<EI(y+!|AHGW^BO*~`NxW`KCzqDS<Y`-?wMUNS#)n>8(7DB(A#fXRP^T(i_dz5
z`9^HLxi+|>^PCai*0h+rqvew|9~H;_*48q1?}PlO4Wg>qy}GjNQcUiXUu%zf_iMVD
za%a-W&!^|_=u*;TV*4MvEQ~Inmusb6oj;{n&BKrX(O{m*#+lNDGq%fOE*E{$U}og?
zlGO)0H|Z2oX3;9U^R8Y$<<FXT^>*nwxA7(sv7z24%)7MSVv;5&hj)l>JF?oPH4hhe
zcv{t@eD|kqqq?+j<hLwMFuingt`v2Atb50+4QnN}d{yh*tHOQrlzmSwe>b)3l*p4Y
zn`7_%#J`Fy_FY%(JJNr*dt&a>lWt>cEi`Gd@ALH=c9*pc{^VuY>+zk=+vnIfh_rmU
zb6fH1Mpw2B-8nrl<?ik()lNNbKYOH_S7Q5lvAy=a<*X&LW7WF*I+!gp8Js(>{j}_9
zi_g!w^eVa0ng<m}>N`I_dCH^Tz1HKOjg8(ldex#O?tM>3Y-;$ua_9b=ozEU$*)(Z?
z@xwKD9j3JH`p)D+gvsr9R~+`fjE!pB^W9gqPp>ZvHz~g~{pI+T`x>l$w|8k|Litkn
zih8b>@?MVLysts_yIVDWTYId|5B@j4Yc_Cd!r{whg?rxRPu!mJs9;Z>mPbc>g}w}b
zob|N!4`p$;>U7<Epx0-Yccq-!dP#Y6r*PTIrCEiUUxl7FTR(5YEAQE&-_@7d6`2*e
zXG8afOu77Wdxh6;TPuF_9{xP<@w*n2a$YqFS<+(X`I|qjFUq{!d;HX^lV%P0{$}%a
zFU3Anlz@@9PK>;{U%P*A&$}&tZHpsK8;6eX*WumPwafSCUA?t^`ADmnh?r4DbF9u=
znWytxV#J)XH|>`%>~Hy1mCxP|s`yuN8?`^;Hlnbu-1`Wq6yucpFiI+=@P9@<<=_8}
z(*8|^Rved=^prp2rv4r_mC{u1eRNccA*%nTRQ^UkX@ACk{kw5j1w9bz?{QaoMGsi{
z&;M~6_m|)Png0LwCrQ#n!5SR&fB*V3&+~uQ=8wO<|GOXv4id$I)$9L<2I=c<RN2Fo
z=5ey1Tk|hW{ktZ~-2aWHd0$!m|MmRze|1wR@GJeM8}q(H-v7Uz_D89Ls{JYbho(~5
zd6b8d(R!m*8co4seJ73ya`6g^4j2&-9pK^<Gdx;P80gjW&zP~Cto$|hXuA%vV*&z4
z2Sqy!4;mR7(cba??){Dqp(ENm4v@SIUSr&YLPER7MFsi9_3{mj8y%>PaO~jLF4i?R
zd`vhM;}9Dj7BS8>w!LG(h{)kVuJp5>?BeK9DH1)py`#{Eb5;zTqnl~Fs1d=geLXyX
zSEAqAJBCC@k8yQznJ{5On+Zaj$f%JnoTh0m2Hu6|ok_xZ+{B3JfLP~<aZZ2a;1M(~
zFe-FRbZBIRgPvo+@W`0x_KuDYzvnyVFZo7{Yg1XVHi41hF7yW%u8rWLXGA}{_KAud
z5fc~`<>nO{7!^4#GB`SaqeGv_2|-bPB10qeUw8v2x6}3hDcjCPFY_;T_}#9*q`+E@
z2>jF7F)>kLm8OmebO{Oz3J;2i9!C}9Dl0Z3&^0<VIxNVovb8#fMZf<cEL6A7H7p=v
zWP8V0=Mh1{0Wo3Gj&6em1NWsvcc0$9-d8Lv)b0Hbm6|U9%#D5uq&UIRkx}n6^a&dK
zN6v0tVxqzWLc<(<LL)|o80Awbr|0vh_W!T}XvF;40v~isY`_?@-cV^h3AwtzucmKg
zWZ1v!8DsHwe<lQZP`G3_-oOja2F{rmd^yck)LaeptL$npv~w|%tkm?191$8k@&82g
zFOvV$0YMe;^7`*vBs~0&M)C4;^@t3N(T7Sm54V_@&=IbkG*3z4+&!J?>EZ4yx+}c1
zY7pF=4F*khmkpges=Qih=7+kvp_I}sVqA1UL}1YWB)7ll0^=S27ydK-Uns-jKZX3Q
zR{l?O{inJ9Rtx+s;s1=T|1{U%YJtBc{GZYF_nPZH_UTogUN-;q1>FAWO9Vxb12KU-
zg@56HSNcGI_$(fw<Hm#qOr-Z4U;V|`Av!81NOw^vlRx}A(b&Zq*f%KH#V0f_$bq~*
z(PhA32hKrs;J<Wm=^GgtO}`i%`nq(B2#$2%DnB1WzjzF8=kBR+o>C`zKjIaI7v1&u
zrN6!|x&3<yD&fERAcr7oe|4^6mq{06migYOdZ^@$b8{=l8ciKrwwyb#>xIh~W>25p
zyz20%hf4;ooYvsNm*+?O&rFZKd+(#XdsZKR=CO0j{c*E8Jbke&Xne1ui=R!pviS7L
zKChI>p`$tsRz#7@`o=rHu!q^P$h<T8lbc!J?C|MAOTS<H3@pBp-^tn3xtX=qWqWtC
z4Swkp0&<qepG&l~8dl%MGPNwh$E-)hw37JMo|YGX9Xv2%($VIvJ8amTKQVrL!(G>g
zmnA(jy?fERzhCCbspmT-G%{QNDyUh4|J?zmU*59Jjd6+Ykh%HB;P?&Jt?&FeHSN|n
z`EGLhvvKiLuUfxsTfN$*Hno1-(WQ5b`a;c-*7NRGP4F-479X&|bWM1T{q5fD%wK!i
zEMtfBkmqqF>2u;+)v(<7>#i}!lH*5DXfb5u{Ehd0c8(rWa&KS!*m*y<ANnl8t$EMQ
z_j?cR7dtAf<X}Mj!W!0BUhjI4x-hWZB0hAImD`@Z4^kfA@JXn6JU)KY>&r^7S+^rC
zr!F6~XyVwC^9iP3Y2m>yb`LTsy_<h$=7T{c_e;&j)qkP&D*Gz#C%c=j?Z$=wyysEw
znzWA#Eq^o|xssV<zOl79*re3#Sc3ofyI#JNZY3QJT=ey!hx_f!M@m~g$BFJ06MCOn
z9<<LQDC_CZD=o|dryfm+KUvkxzhmoJsROHT*xWod|J#986ECGUa}G}q+ALm-J?xVz
z7d#qh^>bQ}@c9>447!@}{Yk4<D;xCpFv(7OI<VgQm7n!LG-{yP=#@_A3Tl)kZOd^x
zmzO)R&fv6G+db+;yH5z4<&|S07dE|6b!q9qu!QiO<kA;gS2xJ1w*63>3$|?oI^3DN
z{6d4>0ln``pR(Edsi(`G#4D=htI|)O<W(t4tX9;>B&|{H!Y}I2s-o7P$<^#qTC-N3
zw_5j5@#nP;>^Gd5KDqGJ!{^Gp1Km`MX8xAF^8TULJ22L@*MY9frVCuvk)^GN%qZGv
zbIZTh@dLYd*1T0(b;#_W4OR=UbssYQ=dsos3;XS?eZJW5*ROvYTP>ns!%o{B#T|B<
zzdLw$=Vud&8zvpNytC1>lA-OUnV4mHZcgB;l<wVr!Y|J9vxhYs9%|ff*20I?*Lm->
z%U#!TqwBDB&#s!S?f<0y@<TmhExvnbdgb8g*m{x0F?(hz53Q~g`tC_+@%*Fvfp(dt
zPLpT%e#p7yEqq>UMXA~3nVTL+`wr}QUgc_Ov)5(Px>-+FaCL+SW>XLLd_Dc@gSKz;
zS1d{%v}opj&idWJ-4UMl84HRELjo=3i#Fj&)0>!S3-@eKp-;(H7iQS*nzzW)&1sRv
z(bly$bhqz1I$FrJ^-l8ee3-t}`#?zG0{)`S!NlgC<&JYL4j%TuF63L!NowwCnGx%K
zU~Rw|!%J%^$#u1vulUlsXg+B<&h<XBHlQ&-%4T(?*ba+}VbumSOvyX!A1&0i{d}&S
z=lb*o-bX?Lw{kqyrmv@Y#sa;dGlpDS3YY5nF8!;b!m?qj+UPmY^=#oZ)8b;+5guH+
zjdxP5!Z9gMKkTltDkN}7e-HbNbls|1oh+U7x((80Y?J&wYdED??9)~1+S*bbcBRis
z*-{q1fah)IBt7Wt=rlLw@a#}uu{)VbhB)=GI5>Ow8N&?v^+9LKO0V1dteSh)$XJk)
zM_H+rrT0HQof@RoD4WYv?G~jonsr~iZo$Px55LJP3vSHU)${AW@ZQ<ZQ@7^izD+9Z
zm$qT!>hd*%rQzkn7VxI_S&4f7lPwO4@tYndmHVlYZNFPTvZ%1;uvO9$yOKl?Pe-T8
zDTlj`sNPzys!Vm8X>qXTFb__zTdkY+gEvs4&mO$au4T{yt-GzRVJT#UdW!qn4Z5o>
zO|!^*y{OKyoYq!fn6*y&IOkKp0E?{!=>zL0rb(#<bwg&Z-droS&~#wKpVOSr<;^Wi
z`u=3?RvGPG{p)4VJ)2|aI@~-vUdoYO1Eypr#N<?w^JkUKh$x%euxws3eUj~9)199T
zRwoSGy0yvnJPHVWDX?u=;t!jh#(xocXT}dXt>T7HxHD^Sj>*%4p%+Z{o^15$n*W{o
zZ%&$+tZY=<V_5yKtEiR<{-4&kW>}VVfV1f`yym>0a#YhUr8cz=^m%Reu5hec<xpwk
zWwU*_`fG~CAxWplS{yI1wV7jK6TfAQT<9+zKd7mVZk2QzGA(DP<-%fqNMfro+Q$6v
zch(qC>iX+!`!Q2KKWiAb<-4a%dQ{HI9oK5Vw%$=1@oRir&f=MW{d))Y#(wlHuxi5s
zcboZL9vGG%%!sY=-2<Dq35Vza(@)>Unz|HEY?rXmyTLc*$6i|uJ=iL?+9tYJKXcuv
z$dd4$dAk=SWyRK^>F8Eq^4xMoap2@x!yanE*LqBzzUg7TeeP#-A|F=Ucc}Msiw=RV
z!Nt}z6Cc{YEf{h%f7o;TEf4G5^k4qir*d@1KI>whF)OJ5fVS~_$D}MQqaLoic>A`K
z5m$23;`ld-{+=x|lD&`A9JZBfX=h7g&5h>ovDw2H@ZD|aB#r7qb0X!i%?rnop;x!=
zno_>>Qd($e^ptKi%e{-D!{QEq{nEWL|H$@5QsL@xr=9j^cj&8REG;^7c;t2Ak!@$1
zrEX3uQqDCWDsS8nkl4RMDhn5-C4QN468&T6mF(|naLNptJJ9{tAKg#e$?G<C^vTF7
zI#U)LEtuNJCr5ZH`meJG$4MIkzL;Wu%8pCkN;OVT`K>0+vX*xBlJh;wPwfviw?2E`
zA)jV1JyUeWe9z7_V=tA3SEp*kCkM36ACNhF+k|-!X}IfI^vu{{ak^%Bf!N7DVE#!m
zI;-eX&ENuYI2ABiZv*e5=3)A;LG$M7S$SVr8{#YGH@uvb=^07F$3jMlQcJsv<owjE
zp~)>XH-6-_)#9RV^(nv1>BqYCw?3DW%L^O!)_zpiHffRPc>T{^N3W7j*@aT^ei=)>
zFNBP`F1R*`r}BC_t?)il7Q9LtPJf;2ndp>har$t~l#p|0%ByO*gRb5#ukTw_7Az@A
zC#f<^y^G4ibu(Wi={c1Yoe3G`D@IxAR=Z_vriX24b%Ao)&@|rSpl-$cR_pn5*yi!Q
zd}mHuFf#b`VMA8l`DsDd1~~QE!~0|x)okRSx_Ef<$2lMQt!!eIm;d0#(8Z4D23l^&
zv5EU>!sH;kfq~tc-5s5Jad>F<w4j_?sfVHl)@wDqUiR1H2io2(s<J-K>D*7{WnXXG
z-1J<>k=e-=IStPpq&aPVvcct(^{VC6lcO3B-LbWaoL6|E*3$f*Ig@XC2M&H-xap|n
z=sVNy<}?^z(CdQj?(}Bk^CB+T?+$diGpGGY`&TQipB|ce!J5AARQroz^=HgH*~lcL
zQSAdC)i)iMxNy*y$sKE7w@;l{SYngpWT@UH@74;c=mBM_`L+H{<E42A4E5)KHpWrs
z?k5MvHtluLR&B7Rq;*n3&7{KS%aS>@&aG?pm(A}nrb?T_&O1L{7|^;+{I?5Q3{U=f
ztn<c#emm{X7kds#(BXT~%Mj37IB2({RQ4TfPoZ>`d-*@m3@@Ha=bcM_-pku(KXhn#
z@W7&Jb7HFxE9us5dilOY#d+78bh2;qv^5Vcmmd&ftu~!4ygvQ2-vS@4kF9c|wBDZC
z3m@?7whbuth)L}o8h3m}`3cR|t%mdILw5JCHP|!%nW5h42QAzRnmxB^R6<k##DiT2
ze3D;YEg3xd?z?s2FADqCo7Lz+`^?fVufN_u>Xou~%9M9+3tZObKQjsTZ#wm0<nsn!
z1zH7PN)<Px4cIozx7ACNafUkM+Iy4}Z;M{G?i)gL<k;E}aobz3G<_6qNI79sJ7ZSX
zz2vNW=~-^qhF0y@S)yV7A}QkixU-qyw1N}6=yUqS;gL_|PWJVZGb^XsvF2gX!V<gq
z<hhwI3w#17<1@{}e8tKXPoIp<V^dOEX6D+~qbW@zI4dHh=u*ho>-0_#O3wf)nP%hf
z(=UR4&8)1Jq(4{uJ^d=D15K^&wyTpSdm1uYWu=#W>y&F7*ij$bF>_^lh|mN&Jo1g%
zfdH@j%eaaO^Co*HX6(y~SdkSxH`kVCd~odPE$xQV4JxW{fc{LeDWFMyWOis$jQ54Z
z5d}>j*{0Fd^K;s2dugk)P=3jAh4+Q#VU}{a{pHGOwlC%K?9eCjk|j$=x3c>+ZJ%R2
z&EpWNIL-Q1QYZUgl26i$OH9h;uA`;Mq$}r|C7IfL(Tt3A%Gam5r5tB(LAC1XbJ@o!
zbK=fW<yos|eC^v8JOX!YFl)cWT5kEQpB&LQ;=8b4BTwYNz0vSoVYMUeze%3b#^s6g
zgcNz-?&yH1cliq*oB8aPi?U0f<S)5zeXixRqw;T0LedU-o14Eg**AFbQ|J=LMg;|%
zn;LX)PNIL`|Htv7gDgpc<e>lUk3{-5qW+&l#Gh%LO1qjyX@b79X_O{QwC($08po+j
zepD=N78=Qk2HLhWN|SjuKUt;iI3qbtV(P;45>o~*$xK}YNn~^dS!V1NWQ|QzC8o}T
z#xrGzoWjV7f=oX5hjxfEPy4n;X{v$EPm>wjL``GTBu-&$lX#K7xcXrklEjulUr=Pq
zl@-=DS=AUhg=70o5e!WGDU!t0MUge84QMHWO;a^iSCg6XqVgQ0t4eHsn!?nN7B<*4
zPNYrb58IF96yCUhInkgPmrJSwn<k3J?ZU~bXlw`dq|B77Nd_iAP34Srd7jhH1ANfu
zJTEeB#fvIuJcf9QGZ>f4%aVSM;KTfAS{k<jugdz-h!5pdg=rUFRT(>YRZ|&V%^(@i
z8D0}uT}@&7NZ=*KSXba_Wy`330#(L%TnVDgJg?}>u&kV{a!h`Tf$2*@RV3p%L&p)A
z=cJ&iOu3@Lz!|r_XrP`mvO}b%GHyRn(3rZ=QWrB9M0z$Ej~7vtnP(?Gt~BGZCdy>6
zab2j7jN4SyDi3aaFg7GkVCJesL)UoxN!0kp?I#He&&W{|7}teLW%^u_L4I=OVUQ2&
zr%24RNm5j{E-DRtqc)H<jv2dj?1aes;rx&}k?9YaH!#mwnHLx)6WR5p*bnL~3yQ*&
zA*c-VWI<!=CmNV%tSk~(jmr=PwhU1Max#!pft<$5NgOLD@yxSCmPCe8^oAoE_lHcc
z0&E&BR~y?VY0Ny5WrM=BGj$T1CNS?MGL1E+{bY7-(HjW!EY_#K#JsQR^Vj$tj-xhU
z(^QbAv1#<oW_0P?7n{a|Gy$Zs@0j|yXY&Jg2*3^j*dYKrsNa|}Xxy`Dzz!NOtQ@d|
z-lbSMV223opl3F#3+$lxSVoS<6`Ka^p!ZW&4%k8OVXPdmgSf@Y0XxVKVC3kXl}!V7
z$iNPISN>2}q1Q0uXFJUg8Q4KA`%qVx19s3mKPw09pt;Y;(R((V2JE0`4l8GD8`Y1V
zf2<s^LjiWsAx2gg*g@}CjGPMWAb*RM19qsu4tmzHy1))%C@Tl-phKIC9Qi$L8n8nH
zc4)v34cI{(WXk|{5T{u=U<bW78O!PXVAEJT=)@h6W9{JS-G|MOwS%YkXI752gC}2z
zl>>GVw-`BkA7|5m9UQQO<~gei?4Wl?Ru0&~0XxWNVsv?62fbsma=;Gqg;+UY2jDpm
zc+LZ!^E|MF{BEXPz;hn(oELx{bc}$_57+^C&Xcdp>Vp0NJm&$=^)(|VKfrTd1a<(P
z^CGYV@SGfFP%f|o@SG=qi>Wi<IeFPY4%h*B&eMB4TLzdP`Vo1fwLWr+K^hoWfag5m
zIZwVCQwHEUIo?1H*a3LX1D^AM=RDv!Pir1b{Q%E-z;j*!{Q-E+(>eoN2Ivp+U06BL
zAAsk)0_*@h=K;@oz;j*&{Q-E+1D?|=4{HbDIW4RJIba9iIZtcNOj`k-(`pcq1N{Mb
z&XaG?mI3;M)`3|$)(!#ioURfux&q+2Kz^uk83N$BzOKT`v33Zwmdnbqb_fPw2jIB?
zcrMVo6jKJ^xd3=BaKH}0bAbbP0G<ng=K|ol0C+CY+9qQM;JE<yPH2@8=z{(LJg1dM
zpbPo~@LT{q7XZ)ot5J+?v>wK$0XqQC1>m0xfae0>xd3=B0G<ng=K|ol0C+9{p3`bB
zYcKH6X^|1gf&KtI*VlcRHkH7*0z9V;DWD7b1Mpk`JQpNj2jIB?crE~*3xMYW;JLoP
z#k2w7xxUuS%7J+fcut#gtS;cW0C-Ld#y}U$55RMMy_2ak;5jY60y)qhfae0>xd3=B
z0G<ng=d|d{)&=lf06eE13!n?^0RFiEc&_gqGwla>E&!g>CI-+2{Q-C`0RNnJSwMd5
zxT2jGMot7gr`;GJ$Brv~Z^F0@Xx9d$vGapA7l9mW2QA>Ua)9Uho+eWlz;oKb1aiO*
zz;hAsoHoWme!vdEa}n@d1U#n=3$_fva}n@d1U%RGXPCAEJQo4aMc|){fafCMxd?bJ
z0-lS2=OXaWX_Jq&1Mpk~Jg1#RRu}M`b{Byh=nuei5%63DJg1#WPzD%RfafCc&qcs<
z5%8QgxY%+5&qcs<5v;e1fafCMxd?bJ0-lS2=OW-a?c%a_0G`t(IFJL+E5LKw6$ZLs
zo&%nXfafCMxd?bJ0{>hDJQo4aMZj|r@LUA`xd?bJ0-n=>3$|SV&qcs<5%65!TV$S1
zfam&tH!BDF1Mpk~JQo4aMZj|r@LU8ur_%v!{Q%EJz;hAsoDN4Z`RRM*#%&-0o=bq|
z67bI@z;g-kTtBnJmdo~s1lHRnz;imF!{!HgP8;Yzj^()o{Bt^m0d#>KfaenM&n3Wf
z3GiG3JlD@2G3^I<P6yq99IylMoDLQMU3Pv*faen6xdeDF0iH{M=XBbItqb6}1b9xT
zVt_8N1MplwKg6^%;5i+*0CHel0iM$p0H6!T74Xj`z;g-koDMg#WdNQ_fakPa4s=0(
z0G{jTo0#?kJeL5^CBSnD@LWF|#gqYfPKTa=9IylU=Mvz#evXzc7mO>wa|!UA!fdel
z0iH{M=lZ!mrY?Zz65zQ6cups}Kz@K9faen6xdeDF0iH{M=Mvz#1b8k1o=af8T>?Cp
z0MF^P8rued=MvyK9hd^TV4ee>OMvGR;JE~NPVu~$a%I4C8Sq>NJeL8_Wx#V8@SF~a
zfx58cN(MZa0naM~R~hZy$$;lF@XzT)AzK%~a~b&OGT^xkcrF8;(}6g)T)=Y~@SILJ
z0$pGS@Xz%#^v2Hv8Sq>N{<(hNfYAj!*W;kEax4dBz;pflDXYuQ4;k>BPICfXFs=a4
z^)t*&xq#<%!V}1W{s26e0ncUNpUZ&fbTAT>3;F}_Tn0R+L+WgPfai2#6v%=806dog
z&t<@K{ay^y_JHRy;JFNVE(4y^$x=`TumkX1KYz;B5A+A%IUV?Bbpg-m@(7Rv;|lOx
zKR3+O5Ad80Z38)A2k_5jz;il;%jO4oE(4y^B@Unq>;OEM0ncT?bGm%PmH~J!1D?x(
z=Q7~A40tXB|6ISf!}Jm0xqgp|m1FHt0M9APA)~7Ro-2Uo`n?3>auvXH1@K$}JlF3F
zvH1Zz0MGUNDU2@QxdM2u0G=y==X7BRl)=sq1@K$}JXZkE^*a}g9f0Th{U}xr^atR%
ze)o&j1$F?QD}d*85sl3c@LU1@xdM2u0G=zrKUV<H6~J=^thXzG=L+CCor-2{13Xv2
zdOJnE0lMt-N&!4q0M8Y`a|QV43gEc{c&-4RD}d(;;5l71WNiaH*Y9O9V-4_}E&{P~
zfaeO}xdM2u0G=y==L+!86~J=^@LU1==XBYUwFB^60X(NmnLroJbHH=`P7>43faeO}
zxqdH;)dh9{o-2Uo3gEc{c&-4RE5JWj0M8Y`bGkUj+5vd30G=y==L+Dt0(h<fo-2Uo
z3gEc{c&-4RE5JWj0nb&ya~1Ghzn5j)=PKa23V5#HEoF7td9DJUtH3|k?`1Lh0iLUX
z=PKa2erJ@;kDVVX;JFI?a~1GhzZ1-q0eDWArGXqf&-J^$Y<|EFz;hMwTm}9)1=j^-
z06PHBRlsu<@LUBvR{_sez;hMwTm?K=0nb&ybN#L_)24vuD&V;ac&-ATtH3{30nb&y
za~1Ghzo*XB8Sq>MJf}<eKo^WFz;hMwTm?K=0nb&ya~1Gh1w2;)&sD&4{r)f0E`aAM
z;JFHTt^%H`fafaUxe9o$0-mdY=PFolR{_uILOW|O;5l9X2XbJZ1OJ?Y1hBe*=PKa2
z3V5ypp6hq|nSKL2*YA9@a=;G2a~1Gh1w2;)&sD&474Te-jlt9p@LZ4G!O8(U0M9kR
za}DrZ13cFN&o#hv3i!a(PXj#HfPbz5o@;>T8sNDGc&;(*Ci+tSKD=*F!A=3s>GD5o
z2jIB|c&-7SYk=n(;JF5Pt^xmC13cHj{<#Ktt^uCwF>s8>l?HgO0sowWMX<Vn=NjO-
z26(Oko@;>T8sNFcu$%gvIK%Wg!)|&Dqxr$gvF}$J;JF5Pt}*PUGKk%58SMM626(Ok
zp6l^Jn0{l}P36+Fi76NGTm$~O9%q6r1I!P=a}DrZ13cFN&-Iu|Ou2yP8sNDGc&;(*
zrnhVwS4_JAo@;>T8sNDe&xolr;5h}n0dnm7l?HgO0iNseH`sE)xB@)a7<N;;kk8Jv
z3*b2gFJj9DJl6ovDOe8B1$F?Q>#=tjdx3wh0iNq|w-{Z(bB$rQN>{m!W7ZHq0M9kR
za}DrZ13cG&e@-6&GOn{8><XkY{XuffxS}-XeV5Xh{-89bKPb((?WtYpUD;^7kR0<~
zLTSJbmgf}03fRH==OhR0V0lh*zz&w@Bxh`!fzp5-EYCRu%X3NtcCb7rIba9NbCLsg
zuskO@U<b={k^}w0@|-iUJf}1;u2`Ov92i$D&q<DXUQrsbgJC@N5$m6G28Qt@$NJ}#
z2JB#YPIABwhVgnCzz&w@BnQS7%X7}a`sb7e#udwRk^|$4<vGcLamDhS<UoJ0JSRCY
zu2`OP2A1cP2Ks~LImv<kU>HyR!SbBafE_H)Ne<Y-@|-iUJf}2Z2g`Gk19q@HCpj>#
zSe}y{7*`DAsa;r}QyLgoEYC>}j4PJsBnQS7%X5+g{lW5_<UoJ0Jm<)%W7)|1=OhR0
zV0lh*zz&w@BnRwZc}{Yy9Rx?F&IBKj#*Qm`00KF7T+ze?a_qRGK?LO3aYcr(a)9R?
z;5i3)P675ne!vdEa}MyFB7K7VfE|G69N;+zc+LTybAaa{b}uyn=nuei5Fd_ofgOP7
z9N;+xZe-g9@SFoY=K#+^d^qY#Fs=a4Ilyxc@SGyFvULVLr+|z=4vZ_na}MyF13c#d
z&pE(z4)B}<Jm&z<Ilyxc@LZ2mY2?pv9N@VgQ<jwj^8@gl13c#d&-IwMOc{XZ6x15X
z0XqQCIlyxeAC4XeV159e)1n|-7r=808Vuxs9f0Q`J{&!oKz{(9bAaa@;5jW|vGoHy
z=K#++z;jxx0{MaG72vrZL!220fakO@#mWJm>tAJN@&i1l1sxy<>;OFH0MBV51mp+C
z72r9D4@XF0?EvxNNRG7w#D^m}wm(38IFe)S0P*2Sj_nT~@SF!c=K;@oz;hn>=M?ao
zX=gnSxN)EJfag5$&w0Re9`KwZZL?(np7Vg`6p<U~0y_ZDL3}uRjbO(W4|vW4o`d*s
z^a{d0uXw<79`Kw8{yB&bM`eI<1$YkP!&QD$fazbra}Xbnbiw=pJlA9Avt@vB1$eH<
z=w@}n`~W-$@!{xI5A+A%IfxHOy1)*=a}Xbnbb%d!=O8{Dg(?Q~1MnQgha+7uKLF1`
zd^pkt;|lN`#D}9-WtM{=J{-w`{s8_th!01)pg#c5>7$D57y>*8@!{z89@qhR4&uX+
zE|?#H=O8{D>4NzIcn;#jkuI1Yfaf4S9DRZU^atQM5Bzf;@EpX4qcT8$0RLQ%lW#ot
zL3}uJt=Rbi;=_>~+aDl49LcfcO8;I0TNl<2{d*m(9IylM9K?qs7m@7`0q`8eha+8J
z2jDq~4@bJd4#0B|AC3d@;V2E*0eBAL!;vnq1Mpk`>+K*u9OVc41MnQgha*=U*a3Jh
z0G<ng=K}E0L3}tW7xV}4&p~`RS}FkZ1Ni44J{;+?`~dOcNDj;oz;h5Ej&wnP0G@;R
zaJ1wB`UCJB#D^nYFs=a4L3}vU1^oed&c=eH6DRb1Hr}TL@!@Fc20X6-&jrA95Fd{6
z1J5hKa}Xbn69CUad^nObt}~scq4CGq3;c5sACB?^;|lOx06Z6fe-7fq(b5-~AHY8c
z@!?1p%nz{M4&uX+F6a;7pVL=vSf&7;gZOZ?ga_sa;5mp7N4j8s0RJ4sha+7uKLF1`
zd^lQSWcvfeha)-Tv1Xt&<2uv$BYTa<p9pvk;=@sXtQ{ae91U^yJrTr*BRRG|Kzulo
zW5<;Ucn;#jkuE!~M26jTqK*7Ard@!44&uYn@-DCg@EpX4BVFS@qJ9HB*S|?){4NFJ
z!;vmKKR|pq4#bC}G++ndIfxHOy1)*=bNbK^YX{&th!4k!V7(p0ha)*)2k_59d^pkt
zb^xA>fam&m*qA;7JO}aNXqg|(bHH;E@EpX4qx^s!faf4S9O(i(0M9{uINF*3b^!le
z1Uv`v;V3^~2Uu?h@!?1p*a6ntL3}vcP62iR{~W}JBVF*k0{%IO4@bISegK|>_;9q{
z1D?Bp=OW-ah!02k0XqQCMc|)<_;8dT=nuei5Fd`Vtw4VOo`d*sqzmi-JQo4aL3}vM
z57+^C4&uYnRvT*vh!00{EYCrFIFe)M2Z#?xa_qPQ@!?30<p+olN85wI4#0EzA|LZi
z1o7c0KVS#&&*_7tAV0Q0KzumbzGUYIh!00{EI%Z`a}Xbnbb%d!=O8{D=>j_d&p~`R
z+J*)F0eBAL!;vmKKlCs98ncXz1xN2qw0>p$-XsB@OTa$|@!@Fe7}x=Lu78h@sUPsq
zL3}tW!*~qQ?FHgAV+Y_lh!00w+hAM)o`d*sqzmi-`{(+1ZW((4&n0jk4#bC}a=|<Y
z`{y7&9Btc!`2l!NU&UnW40z7Qf}@)w^qge+1Mpk|JO}aNI1nF>(tsU|&rT<G0na7C
za}XbnbdATFo*$U!z(1!CD6{Ryu$$V7#t_q1V7(p0hvPteI7(yJ89;nEk^^=Co`d*s
zbbJHMbHH;DAC7dvxB@)azqQKD8L-|C;=@rH?EC=n;poT-YX^uAM{?{u2l3%Zj-BTq
zJ{-xh<4OkpIfxHOM`GA<1>(bz96LWyd^j3=M(s?uyvU9Z$0Xg<qPhA(8hIM}zPNE3
z^X+tclh@Bv8_CJKkN9C4QHI!KltwPQ(H$oufF7^eSWcmNZj?s#Gftx~w$s|-hjMgt
znBEDE)AYL(Mrr!TZ$C_<gAn@nNj{LHH2oQ2oTlIXH%g;$1;%o8%#Hf@Lpl93!GEbs
zbW}iSSWuL?X}fkVKA~|z4s`lSa_Jix8SOw%U5CCd-6Db`9rWX$mA`llZs+c)aGp{p
zO?9UYL|$~Ka0>2pbwYKQ4V^pEJ$tu*FY%>=o13}mxafeW=-8;BU~^MyTDlQwZrY?t
x=iZ*?rtcG}NORNwPxW)@6BRVx;eEAS2KEgK_K6OsU-h;#t~$ACiu`-k{|nfU_rU-F

literal 0
HcmV?d00001

diff --git a/s25/Louis_Lecture_Notes/19_JSON/Lec_19_JSON.ipynb b/s25/Louis_Lecture_Notes/19_JSON/Lec_19_JSON.ipynb
new file mode 100644
index 0000000..75f7541
--- /dev/null
+++ b/s25/Louis_Lecture_Notes/19_JSON/Lec_19_JSON.ipynb
@@ -0,0 +1,491 @@
+{
+ "cells": [
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Announcements\n",
+    "\n",
+    "  - **Exam 1 issues?** -- email me to get it corrected."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import csv\n",
+    "import json # today's topic!"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Read in the csv survey data data and the cell function.\n",
+    "\n",
+    "# source:  Automate the Boring Stuff with Python\n",
+    "def process_csv(filename):\n",
+    "    exampleFile = open(filename, encoding=\"utf-8\")  \n",
+    "    exampleReader = csv.reader(exampleFile) \n",
+    "    exampleData = list(exampleReader)        \n",
+    "    exampleFile.close()  \n",
+    "    return exampleData\n",
+    "\n",
+    "cs220_csv = process_csv('cs220_survey_data.csv')\n",
+    "cs220_header = cs220_csv[0]\n",
+    "cs220_data = cs220_csv[1:]\n",
+    "\n",
+    "def cell(row_idx, col_name):\n",
+    "    col_idx = cs220_header.index(col_name)\n",
+    "    val = cs220_data[row_idx][col_idx]\n",
+    "    if val == \"\":\n",
+    "        return None\n",
+    "    elif col_name == \"Age\":\n",
+    "        return int(val)\n",
+    "    elif col_name == 'Latitude' or col_name == 'Longitude':\n",
+    "        return float(val)\n",
+    "    else:\n",
+    "        return val\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Warmup 1: Put survey_data into buckets by lecture\n",
+    "#   Make a dictionary of lists\n",
+    "#   Key is the lecture\n",
+    "#   Value is the list of students, where each student is a dictionary\n",
+    "\n",
+    "lecture_dict = {}\n",
+    "for i in range(len(cs220_data)):\n",
+    "    current_student = cs220_data[i]\n",
+    "    current_lecture = cell(i, 'Lecture')\n",
+    "    pass\n",
+    "lecture_dict"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Warmup 2: Find the average, min, and max age for your lecture\n",
+    "\n",
+    "people_age = []\n",
+    "for person in lecture_dict[???]:\n",
+    "    ???"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Warmup 3: Make a dictionary of each lecture's average age\n",
+    "# The key is the lecture name\n",
+    "# The value is the average age\n",
+    "\n",
+    "lec_age_dict = {}\n",
+    "for lec in lecture_dict:\n",
+    "    ???"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Warmup 4: Same thing as before except...\n",
+    "# The key is the lecture name\n",
+    "# The value is a dictionary (nested dictionary!)\n",
+    "#  ... with keys 'avg', 'min', and 'max'\n",
+    "\n",
+    "lec_age_dict = {}\n",
+    "for lec in lecture_dict:\n",
+    "    ???"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# JSON Format\n",
+    "\n",
+    "## Reading\n",
+    "\n",
+    "- [Sweigart Ch 16](https://automatetheboringstuff.com/2e/chapter16/)\n",
+    "\n",
+    "\n",
+    "## Learning Objectives\n",
+    "After this lecture you will be able to...\n",
+    "- Interpret JSON formatted data and recognize differences between JSON and Python\n",
+    "- Deserialize data from JSON for use in Python programs (read)\n",
+    "- Serialize data into JSON for long term storage (write) "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Let's look at [lecture slides](./19_JSON.pdf).  Pay particular attention to:\n",
+    "\n",
+    "- JSON format comparing *dict of dicts* to *JSON files*\n",
+    "- JSON origin and acronymn\n",
+    "- Minor JavaScript vs. Python differences"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Deserialize\n",
+    "def read_json(path):\n",
+    "    with open(path, encoding=\"utf-8\") as f: # f is a variable \n",
+    "        return json.load(f)                 # f represents a reference the JSON file\n",
+    "    \n",
+    "# Serialize\n",
+    "def write_json(path, data):\n",
+    "    with open(path, 'w', encoding=\"utf-8\") as f:\n",
+    "        json.dump(data, f, indent=2)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "first, let's take a look at the file `score_history.json`, read it in using `read_json()` and print out the data."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "{'bob': [20.0, 10.0], 'alice': [30.0, 20.0], 'meena': [100.0, 10.0]}\n"
+     ]
+    }
+   ],
+   "source": [
+    "# now let's read it in and investigate the data\n",
+    "scores_dict = read_json('score_history.json')\n",
+    "# print(type(scores_dict))\n",
+    "# print(scores_dict.keys())\n",
+    "# print(scores_dict['bob'])\n",
+    "# print(scores_dict)\n",
+    "\n",
+    "# scores_dict['cole'] = [50.0, 20.0]\n",
+    "print(scores_dict)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Let's practice writing to a JSON file\n",
+    "# when I'm testing code, I like to name my output file differently from my input file\n",
+    "# so that I don't accidentally erase or overwrite my data\n",
+    "write_json('score_history2.json', scores_dict)  "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### We can make JSON files in many varied ways\n",
+    "### This makes a list of dictionaries"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Code from last lecture, \n",
+    "# reads in the survey data into a list of dicts\n",
+    "table_dict_list = []\n",
+    "for i in range(len(cs220_data)):\n",
+    "    row = cs220_data[i]\n",
+    "    row_dict = {}\n",
+    "    for item in cs220_header: # iterate through each column name\n",
+    "        row_dict[item] = row[cs220_header.index(item)] # find the value in the row using .index\n",
+    "    \n",
+    "    # add row_dict to table_dict_list\n",
+    "    table_dict_list.append(row_dict)\n",
+    "    \n",
+    "table_dict_list[:3] # what is this? -- look at first 3 rows"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Let's write this list of dictionaries into a JSON file\n",
+    "write_json('cs220_as_json_list.json', table_dict_list)  "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Verify:  can you find this file in your directory?"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# let's write our original dictionary of lists - buckets into a JSON file\n",
+    "# NOTE: YOU MUST DO WARMUP TO HAVE THE lecture_dict VARIABLE\n",
+    "write_json('cs220_as_json_dict.json', lecture_dict)  "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Verify: can you find this file in your directory? "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Many Web Sites have APIs that allow you to get their data"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### cs571.org"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Read cs571.json data\n",
+    "cs571_data = ...\n",
+    "cs571_data"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# What are each of the messages?\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Who are the unique posters?\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Kiva.com Micro-lending site"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Take a look at kiva.json\n",
+    "\n",
+    "# read it into a dictionary\n",
+    "kiva_dict = read_json('kiva.json')\n",
+    "kiva_dict"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Plumbing the data\n",
+    "loan_list = ??? # this gives us a list of dicts\n",
+    "loan_list"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# what can we learn from this data?\n",
+    "for loan_dict in loan_list:\n",
+    "    print(type(loan_dict))\n",
+    "    for key in loan_dict:\n",
+    "        print(key)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# print out all the names\n",
+    "for loan_dict in loan_list:\n",
+    "    ???"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# print out the total amount to loan\n",
+    "for loan_dict in loan_list:\n",
+    "    ???"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# print out the min, max, and avg loan amounts\n",
+    "loan_amounts = []\n",
+    "for loan_dict in loan_list:\n",
+    "    ???"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# print out all the country names\n",
+    "for loan_dict in loan_list:\n",
+    "    ???"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# more complex APIs...\n",
+    "\n",
+    "# Most require you to sign up and get a key:\n",
+    "\n",
+    "# https://developer.nytimes.com/apis\n",
+    "# https://developer.spotify.com/documentation/web-api\n",
+    "# https://developer.twitter.com/apitools/downloader\n",
+    "\n",
+    "# Some do not:\n",
+    "# https://data-cityofmadison.opendata.arcgis.com/datasets/metro-transit-bus-route-patterns/api\n",
+    "# specific route: https://maps.cityofmadison.com/arcgis/rest/services/Public/OPEN_DATA_TRANS/MapServer/19/query?where=trips_routes_route_id%20%3D%20'80'&outFields=*&outSR=4326&f=json\n",
+    "# specific nyt election data: https://static01.nyt.com/elections-assets/2020/data/api/2020-11-03/state-page/wisconsin.json"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'firstName': 'Joe',\n",
+       " 'lastName': 'Jackson',\n",
+       " 'gender': 'male',\n",
+       " 'age': 28,\n",
+       " 'address': {'streetAddress': '101', 'city': 'San Diego', 'state': 'CA'},\n",
+       " 'phoneNumbers': [{'type': 'home', 'number': '7349282382'}]}"
+      ]
+     },
+     "execution_count": 12,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Here is an example of how to download from a URL\n",
+    "\n",
+    "import requests\n",
+    "\n",
+    "url = \"https://filesamples.com/samples/code/json/sample2.json\"\n",
+    "r = requests.get(url)\n",
+    "data = r.json()\n",
+    "\n",
+    "data"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.12"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/s25/Louis_Lecture_Notes/19_JSON/Lec_19_JSON_Solution.ipynb b/s25/Louis_Lecture_Notes/19_JSON/Lec_19_JSON_Solution.ipynb
new file mode 100644
index 0000000..fefc65d
--- /dev/null
+++ b/s25/Louis_Lecture_Notes/19_JSON/Lec_19_JSON_Solution.ipynb
@@ -0,0 +1,828 @@
+{
+ "cells": [
+  {
+   "attachments": {},
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Announcements\n",
+    "\n",
+    "  - **Exam 1 issues?** -- email me to get it corrected."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import csv\n",
+    "import json # today's topic!"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Read in the csv survey data data and the cell function.\n",
+    "\n",
+    "# source:  Automate the Boring Stuff with Python\n",
+    "def process_csv(filename):\n",
+    "    exampleFile = open(filename, encoding=\"utf-8\")  \n",
+    "    exampleReader = csv.reader(exampleFile) \n",
+    "    exampleData = list(exampleReader)        \n",
+    "    exampleFile.close()  \n",
+    "    return exampleData\n",
+    "\n",
+    "cs220_csv = process_csv('cs220_survey_data.csv')\n",
+    "cs220_header = cs220_csv[0]\n",
+    "cs220_data = cs220_csv[1:]\n",
+    "\n",
+    "def cell(row_idx, col_name):\n",
+    "    col_idx = cs220_header.index(col_name)\n",
+    "    val = cs220_data[row_idx][col_idx]\n",
+    "    if val == \"\":\n",
+    "        return None\n",
+    "    elif col_name == \"Age\":\n",
+    "        if \".\" in val:\n",
+    "            return None\n",
+    "        return int(val)\n",
+    "    elif col_name == 'Latitude' or col_name == 'Longitude':\n",
+    "        return float(val)\n",
+    "    else:\n",
+    "        return val\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Warmup"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Warmup 1: Put survey_data into buckets by lecture\n",
+    "#   Make a dictionary of lists\n",
+    "#   Key is the lecture\n",
+    "#   Value is the list of students, where each student is a dictionary\n",
+    "\n",
+    "lecture_dict = {}\n",
+    "for i in range(len(cs220_data)):\n",
+    "    current_student = cs220_data[i]\n",
+    "    current_lecture = cell(i, 'Lecture')\n",
+    "    if current_lecture not in lecture_dict:\n",
+    "        lecture_dict[current_lecture] = []\n",
+    "    current_student = {}\n",
+    "    for header_value in cs220_header:\n",
+    "        current_student[header_value] = cell(i, header_value)\n",
+    "    lecture_dict[current_lecture].append(current_student)\n",
+    "# lecture_dict"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "17\n",
+      "28\n",
+      "19.09004739336493\n"
+     ]
+    }
+   ],
+   "source": [
+    "# Warmup 2: Find the average, min, and max age for our lecture (LEC004)\n",
+    "\n",
+    "people_age = []\n",
+    "for person in lecture_dict[\"LEC004\"]:\n",
+    "    current_age = person['Age']\n",
+    "    if current_age != None:\n",
+    "        current_age = int(current_age)\n",
+    "        people_age.append(current_age)\n",
+    "    \n",
+    "print(min(people_age))\n",
+    "print(max(people_age))\n",
+    "print(sum(people_age) / len(people_age))\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'LEC004': 19.09004739336493,\n",
+       " 'LEC002': 19.476190476190474,\n",
+       " 'LEC001': 19.093617021276597,\n",
+       " 'LEC003': 19.219917012448132}"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Warmup 3: Make a dictionary of each lecture's average age\n",
+    "# The key is the lecture name\n",
+    "# The value is the average age\n",
+    "\n",
+    "lec_age_dict = {}\n",
+    "for lec in lecture_dict:\n",
+    "    current_lec_ages = []\n",
+    "    for person in lecture_dict[lec]:\n",
+    "        current_age = person['Age']\n",
+    "        if current_age != None:\n",
+    "            current_age = int(current_age)\n",
+    "            current_lec_ages.append(current_age)\n",
+    "    lec_age_dict[lec] = sum(current_lec_ages) / len(current_lec_ages)\n",
+    "lec_age_dict"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'LEC004': {'avg': 19.09004739336493, 'min': 17, 'max': 28},\n",
+       " 'LEC002': {'avg': 19.476190476190474, 'min': 0, 'max': 31},\n",
+       " 'LEC001': {'avg': 19.093617021276597, 'min': 17, 'max': 31},\n",
+       " 'LEC003': {'avg': 19.219917012448132, 'min': 17, 'max': 38}}"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Warmup 4: Same thing as before except...\n",
+    "# The key is the lecture name\n",
+    "# The value is a dictionary (nested dictionary!)\n",
+    "#  ... with keys 'avg', 'min', and 'max'\n",
+    "\n",
+    "lec_age_dict = {}\n",
+    "for lec in lecture_dict:\n",
+    "    current_lec_ages = []\n",
+    "    for person in lecture_dict[lec]:\n",
+    "        current_age = person['Age']\n",
+    "        if current_age != None:\n",
+    "            current_age = int(current_age)\n",
+    "            current_lec_ages.append(current_age)\n",
+    "    lec_age_dict[lec] = {}\n",
+    "    lec_age_dict[lec]['avg'] = sum(current_lec_ages) / len(current_lec_ages)\n",
+    "    lec_age_dict[lec]['min'] = min(current_lec_ages)\n",
+    "    lec_age_dict[lec]['max'] = max(current_lec_ages)\n",
+    "lec_age_dict"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# JSON Format\n",
+    "\n",
+    "## Reading\n",
+    "\n",
+    "- [Sweigart Ch 16](https://automatetheboringstuff.com/2e/chapter16/)\n",
+    "\n",
+    "\n",
+    "## Learning Objectives\n",
+    "After this lecture you will be able to...\n",
+    "- Interpret JSON formatted data and recognize differences between JSON and Python\n",
+    "- Deserialize data from JSON for use in Python programs (read)\n",
+    "- Serialize data into JSON for long term storage (write) "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Let's look at [lecture slides](./19_JSON.pdf).  Pay particular attention to:\n",
+    "\n",
+    "- JSON format comparing *dict of dicts* to *JSON files*\n",
+    "- JSON origin and acronymn\n",
+    "- Minor JavaScript vs. Python differences"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Deserialize\n",
+    "def read_json(path):\n",
+    "    with open(path, encoding=\"utf-8\") as f: # f is a variable \n",
+    "        return json.load(f)                 # f represents a reference the JSON file\n",
+    "    \n",
+    "# Serialize\n",
+    "def write_json(path, data):\n",
+    "    with open(path, 'w', encoding=\"utf-8\") as f:\n",
+    "        json.dump(data, f, indent=2)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# first, let's take a look at the file score_history.json"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "<class 'dict'>\n",
+      "dict_keys(['bob', 'alice', 'meena'])\n",
+      "[20.0, 10.0]\n",
+      "{'bob': [20.0, 10.0], 'alice': [30.0, 20.0], 'meena': [100.0, 10.0]}\n",
+      "{'bob': [20.0, 10.0], 'alice': [30.0, 20.0], 'meena': [100.0, 10.0], 'cole': [50.0, 20.0]}\n"
+     ]
+    }
+   ],
+   "source": [
+    "# now let's read it in and investigate the data\n",
+    "scores_dict = read_json('score_history.json')\n",
+    "print(type(scores_dict))\n",
+    "print(scores_dict.keys())\n",
+    "print(scores_dict['bob'])\n",
+    "print(scores_dict)\n",
+    "\n",
+    "scores_dict['cole'] = [50.0, 20.0]\n",
+    "print(scores_dict)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Let's practice writing to a JSON file\n",
+    "# when I'm testing code, I like to name my output file differently from my input file\n",
+    "# so that I don't accidentally erase or overwrite my data\n",
+    "write_json('score_history2.json', scores_dict)  "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### We can make JSON files in many varied ways\n",
+    "### This makes a list of dictionaries"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[{'Section': 'COMP SCI 220:LEC004, COMP SCI 220:LAB344',\n",
+       "  'Lecture': 'LEC004',\n",
+       "  'Printed Copy': 'No',\n",
+       "  'Age': '19',\n",
+       "  'Primary Major': 'Engineering: Other',\n",
+       "  'Other Majors': 'Engineering Mechanics',\n",
+       "  'Secondary Majors': '',\n",
+       "  'Zip Code': '53726',\n",
+       "  'Latitude': '44.39',\n",
+       "  'Longitude': '-89.83',\n",
+       "  'Data Science Major': 'No',\n",
+       "  'Pizza Topping': 'none (just cheese)',\n",
+       "  'Cats or Dogs': 'dog',\n",
+       "  'Runner': 'No',\n",
+       "  'Sleep Habit': 'night owl',\n",
+       "  'Procrastinator': 'Maybe',\n",
+       "  'Song': 'Family Ties-Baby Keem'},\n",
+       " {'Section': 'COMP SCI 220:LEC004, COMP SCI 220:LAB341',\n",
+       "  'Lecture': 'LEC004',\n",
+       "  'Printed Copy': 'Yes',\n",
+       "  'Age': '18',\n",
+       "  'Primary Major': 'Business: Finance',\n",
+       "  'Other Majors': '',\n",
+       "  'Secondary Majors': 'economics',\n",
+       "  'Zip Code': '53706',\n",
+       "  'Latitude': '22.7626',\n",
+       "  'Longitude': '120.3652',\n",
+       "  'Data Science Major': 'Maybe',\n",
+       "  'Pizza Topping': 'pineapple',\n",
+       "  'Cats or Dogs': 'dog',\n",
+       "  'Runner': 'Yes',\n",
+       "  'Sleep Habit': 'no preference',\n",
+       "  'Procrastinator': 'Yes',\n",
+       "  'Song': 'Singer: Haruno\\n\\nSong: Like a seraph'},\n",
+       " {'Section': 'COMP SCI 220:LAB324, COMP SCI 220:LEC002',\n",
+       "  'Lecture': 'LEC002',\n",
+       "  'Printed Copy': 'Yes',\n",
+       "  'Age': '19',\n",
+       "  'Primary Major': 'Science: Biology/Life',\n",
+       "  'Other Majors': '',\n",
+       "  'Secondary Majors': 'Data Science',\n",
+       "  'Zip Code': '53706',\n",
+       "  'Latitude': '',\n",
+       "  'Longitude': '',\n",
+       "  'Data Science Major': 'Yes',\n",
+       "  'Pizza Topping': 'mushroom',\n",
+       "  'Cats or Dogs': 'cat',\n",
+       "  'Runner': 'No',\n",
+       "  'Sleep Habit': 'early bird',\n",
+       "  'Procrastinator': 'Yes',\n",
+       "  'Song': 'All the songs by New Order'}]"
+      ]
+     },
+     "execution_count": 14,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Code from last lecture, \n",
+    "# reads in the survey data into a list of dicts\n",
+    "table_dict_list = []\n",
+    "for i in range(len(cs220_data)):\n",
+    "    row = cs220_data[i]\n",
+    "    row_dict = {}\n",
+    "    for item in cs220_header: # iterate through each column name\n",
+    "        row_dict[item] = row[cs220_header.index(item)] # find the value in the row using .index\n",
+    "    \n",
+    "    # add row_dict to table_dict_list\n",
+    "    table_dict_list.append(row_dict)\n",
+    "    \n",
+    "table_dict_list[:3] # what is this? -- look at first 3 rows"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Let's write this list of dictionaries into a JSON file\n",
+    "write_json('cs220_as_json_list.json', table_dict_list)  "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Verify:  can you find this file in your directory? "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# let's write our original dictionary of lists - buckets into a JSON file\n",
+    "write_json('cs220_as_json_dict.json', lecture_dict)  "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Verify: can you find this file in your directory? "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Many Web Sites have APIs that allow you to get their data"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### cs571.org"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Read cs571.json data\n",
+    "cs571_data = read_json('cs571.json')\n",
+    "# cs571_data"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "hello!\n",
+      "hello!\n",
+      "test\n",
+      "vroom\n",
+      "test\n",
+      "Test\n",
+      "Even MORE generic content\n",
+      "More generic posting content\n",
+      "I need this to be generic content\n",
+      "tttt\n",
+      "i <3 react\n",
+      "so I went running for answers\n",
+      "The evils of lucy was all around me\n",
+      "I didn't want to self destruct\n",
+      "found myself screaming in a hotel room\n",
+      "resentment that turned into a great depressions\n",
+      "abusing my power full of resentment\n",
+      "sometimes I did the same\n",
+      "I remember you was conflicted misusing your influence\n",
+      "r\n",
+      "Hello\n",
+      "hello\n",
+      "You got this!\n",
+      "test again\n",
+      "test\n"
+     ]
+    }
+   ],
+   "source": [
+    "# What are each of the messages?\n",
+    "cs571_messages = cs571_data['messages']\n",
+    "for msg in cs571_messages:\n",
+    "    print(msg['content'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['k.dot',\n",
+       " 'robert',\n",
+       " 'q',\n",
+       " 'b',\n",
+       " 'user',\n",
+       " 'car',\n",
+       " 'testaccmc1234',\n",
+       " 'chase',\n",
+       " 'g',\n",
+       " 'testtesttest1',\n",
+       " 'krirk1',\n",
+       " 'w',\n",
+       " 'newAnkit']"
+      ]
+     },
+     "execution_count": 20,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# What are the unique posters?\n",
+    "posters = []\n",
+    "for msg in cs571_messages:\n",
+    "    posters.append(msg['poster'])\n",
+    "posters = list(set(posters))\n",
+    "posters"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#### Kiva.com Micro-lending site"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Take a look at kiva.json\n",
+    "\n",
+    "# read it into a dictionary\n",
+    "kiva_dict = read_json('kiva.json')\n",
+    "# kiva_dict"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "metadata": {
+    "collapsed": true,
+    "jupyter": {
+     "outputs_hidden": true
+    }
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[{'name': 'Polikseni',\n",
+       "  'description': \"Polikseni is 70 years old and married. She and her husband are both retired and their main income is a retirement pension of $106 a month for Polikseni and disability income for her husband of $289 a month. <br /><br />Polikseni's husband, even though disabled, works in a very small shop as a watchmaker on short hours, just to provide additional income for his family and to feel useful. Polikseni's husband needs constant medical treatment due to his health problems. She requested another loan, which she will use to continue paying for the therapy her husband needs. With a part of the loan, she is going to pay the remainder of the previous loan.\",\n",
+       "  'loanAmount': '1325.00',\n",
+       "  'geocode': {'city': 'Korce',\n",
+       "   'country': {'name': 'Albania',\n",
+       "    'region': 'Eastern Europe',\n",
+       "    'fundsLentInCountry': 9051250}}},\n",
+       " {'name': 'Safarmo',\n",
+       "  'description': \"Safarmo is 47 years old. She lives with her husband and her children in Khuroson district. <br /><br />Safarmo is a seamstress. She has been engaged in sewing for 10 years. She learned this activity with help of her mother and elder sister. <br /><br />Safarmo's sewing machine is old and she cannot work well. Her difficulty is lack of money. That’s why she applied for a loan to buy a new modern sewing machine. <br /><br />Safarmo needs your support.\",\n",
+       "  'loanAmount': '1075.00',\n",
+       "  'geocode': {'city': 'Khuroson',\n",
+       "   'country': {'name': 'Tajikistan',\n",
+       "    'region': 'Asia',\n",
+       "    'fundsLentInCountry': 64243075}}},\n",
+       " {'name': 'Elizabeth',\n",
+       "  'description': 'Elizabeth is a mom blessed with five lovely children, who are her greatest motivation in life.  She lives in the Natuu area of Kenya.  Elizabeth is one of the most hardworking women in sub-Saharan Africa.  Being a mother and living in a poor country has never been an excuse for Elizabeth, who has practiced mixed farming for the past few years.<br /><br />The cultural expectations in her area contribute to the notion that men should support their families.  However, Elizabeth works independently for the success of her children.  She perseveres because she wants to provide a better future for them.<br /><br />Elizabeth  has always loved farming. She is a very proud farmer and enjoys milking her dairy cows.  Elizabeth keeps poultry and grows crops, but she has not been making a good profit because of poor farming inputs. <br /><br />Elizabeth will use this loan to buy farm inputs and purchase high-quality seeds and good fertilizer to improve her crop production.  Modern farming requires the use of modern techniques, and, therefore, using high-quality seeds will assure her of a bumper harvest and increased profit levels.<br /><br />Elizabeth  is very visionary.  Her goal for the season is to boost her crop production over the previous year.',\n",
+       "  'loanAmount': '800.00',\n",
+       "  'geocode': {'city': 'Matuu',\n",
+       "   'country': {'name': 'Kenya',\n",
+       "    'region': 'Africa',\n",
+       "    'fundsLentInCountry': 120841775}}},\n",
+       " {'name': 'Ester',\n",
+       "  'description': 'Ester believes that this year is her year of prosperity. Ester is a hardworking, progressive and honest farmer from a very remote village in the Kitale area of Kenya. This area is very fertile, with favorable weather patterns that support farming activities. Ester is happily married and the proud mother of lovely children. Together, they live on a small piece of land that she really treasures. Her primary sources of income are eggs and milk.<br /><br />Although this humble and industrious mother makes a profit, she faces the challenge of not being able to produce enough to meet the readily available market. Therefore, she is seeking funds from Kiva lenders to buy farm inputs such as good fertilizer and good-quality seeds. Through this loan, Ester should double her production, and this will translate into increased income. She then intends to save more money in the future so that she can develop her farming.<br /><br />One objective that Juhudi Kilimo aims at fulfilling is increasing the ease of accessing farm inputs and income-generating assets for farmers. Through the intervention of Juhudi Kilimo and Kiva, inputs such as fertilizers and pesticides have become more accessible to its members than buying a bottle of water. Ester is very optimistic and believes this loan will change her life completely.',\n",
+       "  'loanAmount': '275.00',\n",
+       "  'geocode': {'city': 'Kitale',\n",
+       "   'country': {'name': 'Kenya',\n",
+       "    'region': 'Africa',\n",
+       "    'fundsLentInCountry': 120841775}}},\n",
+       " {'name': 'Cherifa',\n",
+       "  'description': 'Cherifa is married, 57 years old with two children. She caters and also sells the local drink. She asks for credit to buy the necessities, in particular bags of anchovies, bags of maize and bundles of firewood. She wants to have enough income to run the house well.',\n",
+       "  'loanAmount': '875.00',\n",
+       "  'geocode': {'city': 'Agoe',\n",
+       "   'country': {'name': 'Togo',\n",
+       "    'region': 'Africa',\n",
+       "    'fundsLentInCountry': 13719125}}}]"
+      ]
+     },
+     "execution_count": 24,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Plumbing the data\n",
+    "loan_list = kiva_dict['data']['lend']['loans']['values'] # this gives us a list of dicts\n",
+    "loan_list"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "<class 'dict'>\n",
+      "name\n",
+      "description\n",
+      "loanAmount\n",
+      "geocode\n",
+      "<class 'dict'>\n",
+      "name\n",
+      "description\n",
+      "loanAmount\n",
+      "geocode\n",
+      "<class 'dict'>\n",
+      "name\n",
+      "description\n",
+      "loanAmount\n",
+      "geocode\n",
+      "<class 'dict'>\n",
+      "name\n",
+      "description\n",
+      "loanAmount\n",
+      "geocode\n",
+      "<class 'dict'>\n",
+      "name\n",
+      "description\n",
+      "loanAmount\n",
+      "geocode\n"
+     ]
+    }
+   ],
+   "source": [
+    "# what can we learn from this data?\n",
+    "for loan_dict in loan_list:\n",
+    "    print(type(loan_dict))\n",
+    "    for key in loan_dict:\n",
+    "        print(key)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Polikseni\n",
+      "Safarmo\n",
+      "Elizabeth\n",
+      "Ester\n",
+      "Cherifa\n"
+     ]
+    }
+   ],
+   "source": [
+    "# print out all the names\n",
+    "for loan_dict in loan_list:\n",
+    "    print(loan_dict['name'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "4350.0"
+      ]
+     },
+     "execution_count": 29,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# print out the total amount to loan\n",
+    "tot_loan_amount = 0.0\n",
+    "for loan_dict in loan_list:\n",
+    "    tot_loan_amount += float(loan_dict['loanAmount'])\n",
+    "tot_loan_amount\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "275.0\n",
+      "1325.0\n",
+      "870.0\n"
+     ]
+    }
+   ],
+   "source": [
+    "loan_amounts = []\n",
+    "for loan_dict in loan_list:\n",
+    "    loan_amounts.append(float(loan_dict['loanAmount']))\n",
+    "print(min(loan_amounts))\n",
+    "print(max(loan_amounts))\n",
+    "print(sum(loan_amounts) / len(loan_amounts))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 31,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Albania\n",
+      "Tajikistan\n",
+      "Kenya\n",
+      "Kenya\n",
+      "Togo\n"
+     ]
+    }
+   ],
+   "source": [
+    "# print out all the country names\n",
+    "for loan_dict in loan_list:\n",
+    "    print(loan_dict['geocode']['country']['name'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# more complex APIs...\n",
+    "\n",
+    "# Most require you to sign up and get a key:\n",
+    "\n",
+    "# https://developer.nytimes.com/apis\n",
+    "# https://developer.spotify.com/documentation/web-api\n",
+    "# https://developer.twitter.com/apitools/downloader\n",
+    "\n",
+    "# Some do not:\n",
+    "# https://data-cityofmadison.opendata.arcgis.com/datasets/metro-transit-bus-route-patterns/api\n",
+    "# specific route: https://maps.cityofmadison.com/arcgis/rest/services/Public/OPEN_DATA_TRANS/MapServer/19/query?where=trips_routes_route_id%20%3D%20'80'&outFields=*&outSR=4326&f=json\n",
+    "# specific nyt election data: https://static01.nyt.com/elections-assets/2020/data/api/2020-11-03/state-page/wisconsin.json"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 32,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'firstName': 'Joe',\n",
+       " 'lastName': 'Jackson',\n",
+       " 'gender': 'male',\n",
+       " 'age': 28,\n",
+       " 'address': {'streetAddress': '101', 'city': 'San Diego', 'state': 'CA'},\n",
+       " 'phoneNumbers': [{'type': 'home', 'number': '7349282382'}]}"
+      ]
+     },
+     "execution_count": 32,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Here is an example of how to download from a URL\n",
+    "\n",
+    "import requests\n",
+    "\n",
+    "url = \"https://filesamples.com/samples/code/json/sample2.json\"\n",
+    "r = requests.get(url)\n",
+    "data = r.json()\n",
+    "\n",
+    "data"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.12"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/s25/Louis_Lecture_Notes/19_JSON/cs220_survey_data.csv b/s25/Louis_Lecture_Notes/19_JSON/cs220_survey_data.csv
new file mode 100644
index 0000000..5a0eb3c
--- /dev/null
+++ b/s25/Louis_Lecture_Notes/19_JSON/cs220_survey_data.csv
@@ -0,0 +1,979 @@
+Section,Lecture,Printed Copy,Age,Primary Major,Other Majors,Secondary Majors,Zip Code,Latitude,Longitude,Data Science Major,Pizza Topping,Cats or Dogs,Runner,Sleep Habit,Procrastinator,Song
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",,,,,,,,,,,,,,,,
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,Yes,20,Science: Physics,,,53726,43.0762,-89.409,No,sausage,cat,No,night owl,Maybe,The 
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,No,18,Science: Chemistry,,Physics,53703,,,Maybe,mushroom,dog,No,no preference,Yes,
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,Yes,20,Science: Other,,,53717,40.7128,-74.006,Maybe,sausage,cat,No,night owl,Yes,The Score - Money Run Low
+COMP SCI 319:LEC003,LEC003,Yes,24,Other (please provide details below).,Economics,,53703,30.5728,104.0668,No,pineapple,dog,Yes,early bird,Yes,Piano man Billy Joel
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,No,18,Engineering: Industrial,,,53706,40.71,-74,No,mushroom,dog,No,night owl,Yes,L.A. by Brent Faiyaz
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,No,19,Engineering: Biomedical,,,53706,38.9022,-77.0381,No,none (just cheese),dog,Yes,night owl,Yes,Risk - Gracie Abrams
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,No,22,Mathematics/AMEP,,,53703,43.2965,5.3698,No,mushroom,cat,No,night owl,Yes,false self - willow 
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,No,20,Computer Science,,,53718,43.0734,89.3865,Yes,sausage,dog,Yes,no preference,Yes,Fly Me to the Moon by Frank Sinatra
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,Yes,19,Other (please provide details below).,Undecided,,53706,38.5849,-90.3762,No,none (just cheese),dog,No,night owl,Yes,Tequila Sunrise - The Eagles
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,No,19,Engineering: Biomedical,,,53706,44.5133,-88.0133,No,sausage,dog,No,early bird,Maybe,"Pursuit of Happiness, Kid Cudi"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,No,19,Statistics,,,,,,Yes,mushroom,,No,night owl,No,
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,Yes,18,Data Science,.,.,53703,40.7128,-74.006,Yes,basil/spinach,cat,No,night owl,Yes,justin bieber or ken carson
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,No,19,Business: Finance,,Operations and Technology Management ,53706,41.8781,-87.6298,No,pepperoni,dog,Yes,night owl,Yes,Don’t have one
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",,,,,,,,,,,,,,,,
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,Yes,20,Business: Finance,,,53703,39.9042,116.4074,Maybe,mushroom,cat,Yes,early bird,Maybe,Country road
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,No,20,Computer Science,,,53726,37.5667,126.9783,Maybe,pepperoni,cat,No,night owl,Yes,Air - Ce matin-là
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,No,19,Data Science,,,53703,22.3964,114.1095,Yes,mushroom,neither,Yes,no preference,Maybe,just Friend
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,No,,Science: Physics,,,53715,43.0739,-89.3852,No,pepperoni,cat,Yes,night owl,Yes,"People Change, by Little Hurt"
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,Yes,20,Data Science,,,53703,42.359,-71.0586,Maybe,pineapple,dog,No,night owl,Yes,"tyler, the creator"
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,No,19,Science: Biology/Life,Neurobiology,Psychology,53715,40.7128,-74.006,Yes,sausage,dog,No,night owl,No,"Cold Summer, Fabulous "
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,No,19,Engineering: Biomedical,N/A,considering neurobiology,53706,43.3178,88.379,No,sausage,dog,No,night owl,Yes,Big iron by Marty Robbins
+COMP SCI 319:LEC001,LEC001,Yes,24,Computer Science,,,53726,40.7128,-74.006,No,macaroni/pasta,cat,No,early bird,Yes,Yellow Submarine by the Beatles
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,Yes,19,Engineering: Biomedical,,,53705,21.1619,-86.8515,No,sausage,dog,Yes,night owl,Yes,dreams by fleetwood mac
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,No,,Engineering: Mechanical,,,53715,28.5383,-81.3792,No,sausage,cat,Yes,night owl,Yes,Ain't It Fun - Paramore
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,No,21,Data Science,economics,,,,,Yes,sausage,dog,Yes,night owl,Maybe,
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,No,19,Data Science,Psychology,Data science,53715,41,120,Yes,pepperoni,dog,No,night owl,Yes,I like you ---Doja Cat
+COMP SCI 319:LEC004,LEC004,No,26,Data Science,,,53715,40.7128,-74.006,Yes,mushroom,dog,Yes,night owl,Yes,Young and Beautiful-- Lana Del Rey song
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,No,18,Engineering: Other,,,53706,13.7563,100.5018,No,pepperoni,cat,No,night owl,Yes,Again - Fetty Wap (clean version)
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,No,18,Engineering: Mechanical,,,53715,34.0126,-118.4371,No,none (just cheese),dog,No,night owl,Yes,Young Free and Single - Frank Jade
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,Yes,19,Statistics,,Economics,53706,40.7128,-74.006,No,none (just cheese),cat,No,no preference,Yes,"Song: Fly Me To The Moon
+
+By: Frank Sinatra"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,No,22,Other (please provide details below).,information science,I have a certificate from the university in computer science,53175,26.642,409.9576,No,none (just cheese),cat,No,night owl,Yes,She Burns away - Briscoe EP
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,Yes,19,Data Science,,,,43.0945,-87.8975,Yes,green pepper,dog,No,night owl,Yes,No Pole by Don Toliver
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,Yes,20,Other (please provide details below).,Information Systems,,53726,46.5935,7.9091,Yes,green pepper,cat,No,night owl,Maybe,Feel Good Inc. by Gorillaz
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,No,21,Other (please provide details below).,Information Science,,53703,43.0389,-87.9065,No,sausage,neither,No,night owl,Yes,D4VD
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,No,18,Engineering: Biomedical,,,53706,42.3314,-83.0458,No,pepperoni,dog,Yes,night owl,Maybe,fortnite lobby music
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,No,20,Science: Biology/Life,,Statistics,53703,31,121,No,sausage,neither,No,night owl,Yes,love story taylor swift
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,Yes,20,Data Science,,Pre-Business planning on doing Operation and Technology Management.,53715,38.9072,-77.0369,Yes,sausage,dog,No,no preference,Maybe,Taste by Sabrina Carpenter
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,No,19,Data Science,,,53706,23.3,113.8,Yes,pineapple,cat,Yes,night owl,Maybe,"----------------------
+Kehlani, “After Hours”
+----------------------"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,No,19,Engineering: Mechanical,,,53706,37.1,25.4,No,sausage,cat,Yes,night owl,Yes,"We Major
+
+Kanye West"
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,No,19,Engineering: Mechanical,,,53706,41.8781,-87.6298,No,pepperoni,cat,No,early bird,Yes,Will I See You Again? - Thee Sacred Souls
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,No,21,Science: Other,N/A,I intend to declare a Data Sciences major as my second major. ,53706,39.9042,116.4074,Yes,pineapple,dog,No,night owl,Yes,I Love You - Riopy
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,No,18,Engineering: Mechanical,,,53706,41.8781,-87.6298,No,pepperoni,dog,No,night owl,Yes,Learning to Flt - Tom Petty
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,No,20,Computer Science,,Data Science,53706,-1.2921,36.8219,Yes,pepperoni,cat,Yes,no preference,Yes,"Verdansk, Dave"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,Yes,21,Other (please provide details below).,Economics,Data Science Certificate,53703,37.2489,-121.9452,No,pepperoni,dog,Yes,night owl,Yes,One of my favorite songs of all time is Hotel California by The Eagles.
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,No,18,Engineering: Mechanical,,,53706,43.0712,-89.3981,Maybe,basil/spinach,dog,No,night owl,Yes,
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,No,20,Other (please provide details below).,,"Economics, data science",53703,40.7128,-74.006,Maybe,green pepper,dog,No,early bird,No,lil tjay
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,Yes,,Other (please provide details below).,,,53703,39,116,Yes,pineapple,dog,Yes,no preference,Yes,Taylor Swift
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,No,19,Engineering: Other,N/A,N/A,53706,41.3851,2.1734,No,sausage,dog,No,night owl,Yes,Broken Window Serenade
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,Yes,19,Business: Information Systems,,,53703,,,No,basil/spinach,dog,Yes,night owl,Yes,Weston estate -water
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,No,19,Engineering: Mechanical,,,53706,40.7,74,No,sausage,cat,No,night owl,Yes,She Will lil wayne
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,No,20,Data Science,,,53703,-34.6037,-58.3816,Yes,mushroom,dog,No,night owl,Yes,Christ Is Enough - Hillsong Worship
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,No,19,Engineering: Biomedical,,,,,,,,,,,,Any SZA song or country song ever
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,Yes,21,Mathematics/AMEP,,I do have data science and stats in minors.,53703,48.8566,2.3522,Yes,pepperoni,dog,Yes,night owl,Yes,"Recently, it would be 'Always' by Yoon Mi-rae. It's a Korean song."
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,Yes,18,Other (please provide details below).,,,,53706,-89.3852,Yes,pineapple,cat,Yes,night owl,Yes,love story
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC002,Yes,18,Engineering: Mechanical,,Philosophy,53706,,-89.4012,No,macaroni/pasta,dog,Yes,no preference,Yes,Bob Marley!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,Yes,19,Engineering: Mechanical,,,53726,41.8781,-87.6298,No,pepperoni,dog,Yes,early bird,Yes,Can't Tell Me Nothing by Kanye West
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,No,20,Data Science,,Possibly neurobiology,53715,41.8781,-87.6298,Yes,sausage,cat,No,night owl,Yes,Walk This Way by Aerosmith
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,Yes,18,Data Science,didn't select,I'm also majoring in Economics. ,53706,41.881,-87.623,Yes,none (just cheese),dog,Yes,night owl,Maybe,Hey Driver By Zach Bryan 
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,No,19,Engineering: Biomedical,n/a,n/a,53706,41.4979,-88.2313,No,sausage,dog,Yes,early bird,Maybe,NISSAN ALTIMA by Doechii
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,No,21,Science: Other,,,53702,43.0722,89.4008,No,pepperoni,dog,Yes,early bird,Yes,Some Nights by FUN
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,No,21,Statistics,,,53706,30.0023,120.5681,Maybe,pepperoni,neither,Yes,night owl,Yes,"The First Snow
+
+by EXO"
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,Yes,19,Engineering: Other,Materials Science and Engineering,no,53703,59.321,18.072,No,pepperoni,dog,Yes,night owl,Yes,Kingslayer (Feat. BABYMETAL) this ain't never getting played
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,Yes,21,Business: Finance,,,53715,51.5074,-0.1278,No,basil/spinach,cat,Yes,night owl,Yes,Hotel California by the Eagles
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,No,19,Engineering: Mechanical,,,57303,10,20,No,pepperoni,cat,No,night owl,No,Born in the USA - Bruce Springsteen
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,No,20,Computer Science,,,53705,37.5,121.4737,Maybe,pepperoni,cat,Yes,early bird,Yes,"Der Hexenkönig
+
+HyperGryph · 2023"
+COMP SCI 319:LEC003,LEC003,No,23,Other (please provide details below).,Agricultural and Applied Economics.,,53713,39.9042,116.4074,No,pepperoni,cat,No,night owl,Yes,"Hotel California
+
+Eagles"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,No,21,Computer Science,,Data Science,53703,37.7749,-122.4194,Yes,pineapple,cat,Yes,night owl,Yes,rookie by knock2
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,Yes,18,Engineering: Mechanical,,,53706,43.0798,-89.5482,No,sausage,dog,Yes,early bird,No,Welcome to the Jungle by Guns n' Roses
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,No,21,Other (please provide details below).,Personal Finance,,53703,40.7536,-73.9992,Yes,pepperoni,dog,No,night owl,Yes,That's so True by Gracie Abrams 
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC001,Yes,20,Other (please provide details below).,Information Science,Data Science (possibly),53706,25.7617,-80.1918,Yes,macaroni/pasta,dog,Yes,night owl,Yes,august by Taylor Swift
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,No,19,Other (please provide details below).,I am majoring in Economics and Statistics.,"Economics, Statistics",53715,59.3293,18.0686,Maybe,pepperoni,cat,No,night owl,Yes,Snowman by Sia
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,No,20,Other (please provide details below).,Information Science ,,53703,41.8781,-87.6298,No,none (just cheese),dog,No,no preference,Yes,"Cold Damn Vampires, Zach Bryan "
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,No,21,Other (please provide details below).,Information Science,N/A,53713,41.8781,-87.6298,Maybe,pepperoni,dog,Yes,early bird,Yes,"I do not have a favorite song, but favorite artist would probably be Travis Scott"
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,No,19,Computer Science,,,53715,31.14,121.29,Maybe,mushroom,cat,Yes,night owl,Yes,if looks could kill by chrissy costanza
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,No,22,Computer Science,"My primary major is Information Science, however, I am doing a Computer Science Certificate. ",,53711,25.2048,55.2708,No,pineapple,dog,No,early bird,Yes,Til Further Notice - Travis Scott & 21 Savage
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,No,21,Business: Other,,,53715,40.9807,-73.6838,No,pepperoni,dog,No,early bird,No,Everywhere Fleetwood Mac
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,No,22,Computer Science,.,.,53715,35.8687,128.605,Maybe,none (just cheese),neither,No,night owl,Maybe,Hello - Luther Vandross
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,No,18,Engineering: Industrial,,,53706,56.3217,-2.716,No,none (just cheese),dog,Yes,night owl,Yes,Guy for That by Post Malone and Luke Combs
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,No,18,Engineering: Other,,,53706,44.7316,-73.3937,No,pineapple,dog,No,night owl,Yes,Maine - Noah Kahan
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,Yes,22,Data Science,,,53706,37.5665,126.978,Maybe,pepperoni,dog,No,night owl,Yes,Smells like teen spirit - nirvana
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,No,18,Engineering: Biomedical,,,53706,43.3209,-1.9845,Maybe,basil/spinach,dog,No,night owl,Yes,Stick Season by Noah Kahan
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,Yes,18,Other (please provide details below).,undecided,,53706,48.8566,2.3522,Yes,none (just cheese),neither,No,night owl,Maybe,"Typa girl, by BLACKPINK"
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,Yes,18,Engineering: Mechanical,,,53706,-43.5321,172.6362,No,pepperoni,cat,No,night owl,Yes,You Got Me by The Roots & Erykah Badu 
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,No,20,Business: Finance,N/A,"Mathematics, Finance",53703,44.8511,-93.4773,No,sausage,dog,Yes,night owl,Maybe,SUPERPOSITION - Daniel Caesar
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,No,20,Other (please provide details below).,Econ,,53703,36.7783,-119.4179,Maybe,pepperoni,cat,No,night owl,Yes,Gracie Abrams - That's so True
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,Yes,19,Mathematics/AMEP,,,53703,-2.9001,-79.0059,Yes,green pepper,dog,Yes,night owl,Yes,I will Survive Gloria Gainor
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,Yes,20,Business: Finance,N/A,Data Science Certificate,53706,32.7765,-79.9311,No,sausage,dog,Yes,early bird,Yes,Race My Mind-Drake
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,No,,Computer Science,,,63706,0,0,Maybe,mushroom,dog,Yes,night owl,Yes,jump around
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,Yes,18,Data Science,,"Math, Stats",53706,38.6083,-90.1813,Yes,pepperoni,dog,Yes,night owl,Yes,"Search & Rescue
+
+By:Drake"
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,Yes,21,Business: Finance,,,53703,27.6233,-80.3893,No,pepperoni,dog,No,night owl,Yes,"FourFiveSeconds, Rihanna, Kanye West"
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,No,21,Other (please provide details below).,Information Science ,,53703,35.0116,135.768,Maybe,Other,cat,Yes,early bird,No,"Say It Right, Nelly Furtado "
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,No,19,Engineering: Mechanical,,,53703,21.4055,-157.7402,No,pepperoni,dog,Yes,early bird,Yes,"More - Bobby Darin
+
+ "
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,Yes,21,Computer Science,,,53715,34.0522,-118.2437,No,sausage,dog,No,night owl,No,Dehors
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,No,21,Mathematics/AMEP,,,53715,30,120,Yes,none (just cheese),cat,No,night owl,Yes,Clean by Taylor Swift
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,No,18,Engineering: Mechanical,,,53706,41.8781,-87.6298,No,pineapple,cat,No,no preference,Maybe,dtmf by Bad Bunny
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,No,18,Engineering: Other,,"Data science, computer science",53706,44.3154,-89.902,Maybe,pepperoni,dog,No,night owl,Yes,Hozier -> From Eden
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,Yes,19,Other (please provide details below).,Political Science,,53706,41.8818,87.6298,No,none (just cheese),neither,No,night owl,Yes,"Sprinter, Dave & Central Cee"
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,No,25,Data Science,,,53703,41.8781,-87.6298,Yes,pepperoni,neither,No,early bird,No,REBEL HEART - IVE
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,Yes,21,Data Science,,,53703,18.4562,-67.1221,Yes,pepperoni,cat,No,night owl,Yes,NuevaYol - Bad Bunny
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,No,19,Engineering: Mechanical,,,53706,20.6296,-87.0739,No,pepperoni,cat,Yes,night owl,Yes,Yellow by coldplay
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,No,18,Engineering: Biomedical,,,53706,40.7128,-74.006,Maybe,sausage,cat,No,night owl,Yes,Art House by Malcolm Todd
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,Yes,19,Engineering: Mechanical,,,53589,31.7684,35.2137,No,pepperoni,dog,Yes,night owl,Yes,"Rompe la Piñata, Voces Infantiles"
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,Yes,20,Mathematics/AMEP,,,53703,30.2741,120.1551,No,pineapple,cat,No,night owl,Maybe,"Coming Home
+
+Peter Jeremias"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,No,18,Business: Finance,,,63117,51.1785,-115.5743,Yes,pepperoni,dog,No,night owl,Yes,Iris - The Goo Goo Dolls
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,No,19,Engineering: Mechanical,,,53706,43.7401,7.4266,No,none (just cheese),dog,No,night owl,Yes,Crooked Smile - J Cole
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,No,18,Other (please provide details below).,I am not sure. ,,53706,22.1987,113.5439,Maybe,sausage,cat,No,night owl,Yes,Happiness is a butterfly - Lana Del Rey
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,No,20,Other (please provide details below).,Economics,,53703,39.4698,-106.0492,Yes,sausage,dog,No,night owl,Yes,Sundream by Rufus Du Sol
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,Yes,21,Data Science,Data Science,,53703,30,,Yes,sausage,dog,No,early bird,Yes,Justin Biber
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,No,19,Computer Science,,,53715,40.0384,-76.1078,No,mushroom,cat,No,night owl,Yes,エータ・ベータ・イータ - ルゼ （Eta Beta Eta - LUZE)
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,No,20,Science: Biology/Life,,Data Science,53706,43.0775,-89.4122,Maybe,pineapple,cat,No,night owl,Yes,Redbone - Childish Gambino
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,Yes,21,Data Science,,,53703,18.3381,-64.8941,Yes,pepperoni,dog,No,no preference,Yes,"I like It, by Debarge"
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,No,19,Engineering: Other,,,53718,45.9409,89.4957,No,pepperoni,dog,No,night owl,Yes,
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,No,21,Other (please provide details below).,Personal finance ,,53703,43.0722,89.4008,No,pineapple,dog,No,night owl,Yes,"Fast car, Luke combs"
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,Yes,21,Science: Other,,Classical humanities,53703,44.9291,-87.1967,No,none (just cheese),cat,No,no preference,No,Avalyn I by Slowdive
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC004,No,19,Computer Science,,,53703,26.2146,78.1827,Maybe,mushroom,dog,No,night owl,Yes,"MOCKINGBIRD , eminem"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,Yes,20,Data Science,,I am also an Economics major. ,53703,41.8781,-87.6298,Yes,pepperoni,cat,Yes,night owl,Yes,"""Me and Your Mamma"" by Childish Gambino "
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,No,21,Data Science,,,53715,23.1291,113.2644,Yes,pepperoni,dog,No,night owl,Yes,luther - Kendrick Lamar & SZA
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,Yes,20,Business: Finance,,Information systems,53711,-6.1751,106,No,pineapple,dog,Yes,night owl,Yes,Kelis
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,No,18,Engineering: Biomedical,,no,53706,43.0731,-89.4012,No,pineapple,cat,Yes,no preference,Yes,Any bonjovi music
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,Yes,20,Engineering: Mechanical,,,53715,41.8781,-87.6298,No,sausage,dog,No,night owl,Yes,"Hypnotize, System of a Down"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,No,17,Data Science,None,Data Sciemce,53715,35.4532,-82.2871,Yes,green pepper,dog,Yes,night owl,Yes,Astronomy
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,No,20,Engineering: Mechanical,,,53715,110.7624,43.4799,No,pineapple,dog,Yes,night owl,No,
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,Yes,18,Engineering: Biomedical,,,53706,44.9778,-93.265,No,sausage,dog,Yes,no preference,Yes,Linger by The Cranberries
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,No,18,Science: Chemistry,,Possibly data science?,53706,32.7157,-117.1611,Yes,basil/spinach,dog,Yes,early bird,Yes,Vienna by Billy Joel
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,Yes,18,Business: Finance,,Data Science Certificate,53706,34.0736,-118.4004,Maybe,pepperoni,dog,Yes,night owl,Yes,We are young - by fun.
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,Yes,20,Computer Science,,"I am double majoring, and Data Science is my other major",53715,36.3932,25.4615,Yes,sausage,cat,Yes,early bird,No,Lovesick by Laufey
+COMP SCI 319:LEC003,LEC003,No,26,Data Science,,,53703,30.5728,104.0668,No,basil/spinach,dog,Yes,early bird,Maybe,"Billy Joe
+
+Piano man"
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,No,18,Engineering: Biomedical,,,53706,45.4408,12.3155,No,pepperoni,dog,Yes,no preference,No,Luther by SZA and Kendrick Lamar
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,Yes,18,Other (please provide details below).,Computer Science,Data Science ,53706,35.6762,139.7636,Yes,pepperoni,dog,Yes,night owl,Yes,Who Knows Who Cares - Local Natives
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,Yes,19,Engineering: Mechanical,,,53706,48.8566,2.3522,Maybe,pepperoni,dog,No,no preference,Yes,"""That's What I Like"" - Bruno Mars"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,Yes,18,Science: Physics,,Astrophysics,53706,42.9665,-88.0032,No,sausage,dog,Yes,early bird,No,Where the Wild Things Are by Luke Combs
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,No,22,Statistics,Statistics ,Economics,53715,31.299,120.5853,Maybe,tater tots,cat,No,night owl,Maybe,Someone like you - Adele
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,No,19,Engineering: Mechanical,,,53706,41.9028,12.4964,Maybe,pepperoni,cat,No,night owl,Yes,"The Marías-Cariño
+
+The Killers-Jenny was a friend of mine"
+COMP SCI 319:LEC004,LEC004,Yes,24,Business: Information Systems,,,53705,22.9995,120.2293,Yes,macaroni/pasta,dog,No,night owl,Yes,None
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,No,20,Data Science,,Economic,53703,22.3964,114.1095,Yes,pineapple,neither,No,night owl,Yes,Love yourself- Justin Bieber
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,No,19,Mathematics/AMEP,,,53715,44.7439,-93.2171,No,sausage,dog,Yes,night owl,Yes,Viva La Vida by Coldplay
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,No,20,Other (please provide details below).,Undecided major,N/A,53703,37.5665,126.978,Maybe,Other,dog,No,early bird,No,Luther by Kendrick Lamar
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,No,20,Business: Finance,N/A,Data Science,53703,37.5665,37.5665,Maybe,pepperoni,cat,No,night owl,Yes,I had some help - Post Malone
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,Yes,18,Computer Science,,,53706,48.8566,2.3522,Yes,pepperoni,cat,Yes,early bird,Maybe,The Unforgiven by Metallica
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,Yes,19,Business: Finance,,Statistics,53703,32.0853,34.7818,Maybe,none (just cheese),dog,Yes,night owl,Yes,Phoenix by A$AP Rocky
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,Yes,18,Engineering: Biomedical,,,53706,36.1699,-115.1398,No,sausage,dog,No,no preference,Maybe,My favorite song is What I've Done by Linkin Park.
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,No,18,Engineering: Biomedical,,,53706,48.8566,2.3522,No,sausage,dog,No,no preference,Maybe,Sunday Morning - Maroon 5
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,No,20,Other (please provide details below).,"Design, Innovation, and Society",,53706,40.7128,-74.006,Maybe,none (just cheese),dog,No,no preference,Maybe,You Are Enough - Sleeping At Last
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,No,18,Engineering: Biomedical,,,53706,41.8988,12.5024,No,sausage,dog,No,no preference,No,Nine Ball by Zach Bryan
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,No,20,Business: Finance,,,53703,37.9838,23.7275,Maybe,pepperoni,neither,No,early bird,Yes,Redbone- Childish Gambino
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,Yes,18,Engineering: Biomedical,,,53706,39.6635,-106.6218,No,pepperoni,dog,No,night owl,No,One of These Mornings - Zeds Dead
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,Yes,18,Business: Actuarial,,,53706,48.8647,2.349,Maybe,none (just cheese),dog,Yes,night owl,Maybe,I remember everything by Zach Bryan
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,No,,Engineering: Mechanical,,,53706,44.86,-92.63,No,pepperoni,dog,Yes,night owl,Yes,"still standing, Elton john"
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,No,20,Other (please provide details below).,Economics,Personal Finance,53715,60.8608,7.1118,No,pineapple,dog,No,night owl,No,"""Sultans of Swing"" - Dire Straits"
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,Yes,19,Statistics,,,53715,42.3601,-71.0589,No,pepperoni,dog,No,no preference,Maybe,Colder Weather - Zac Brown Band 
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,Yes,19,Other (please provide details below).,My primary major is Economics. ,data sciences,53703,33,107,Yes,pineapple,neither,No,night owl,Yes,《BYE BYE BYE》lovestoned
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,No,19,Engineering: Industrial,,,53703,51.5074,-0.1278,No,pineapple,dog,Yes,early bird,Yes,Julia - SZA
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,No,18,Engineering: Mechanical,,,53706,44.1874,-89.8742,No,sausage,dog,No,night owl,Yes,"We Are Young (feat. Janelle Monae), by Fun."
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,Yes,18,Engineering: Mechanical,,,53706,-25.4075,-49.2825,No,Other,dog,No,no preference,No,Xtal by Aphex Twin
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,No,19,Engineering: Industrial,,,53715,43.3328,-88.0074,No,sausage,cat,Yes,early bird,No,Any song by the eagles
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,No,19,Engineering: Mechanical,,,53703,38.5394,-0.1912,Maybe,pepperoni,dog,No,night owl,Yes,Beautiful Things Benson Boone 
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,No,20,Data Science,,,53703,41.8781,87.6298,Yes,pepperoni,dog,No,night owl,Yes,More Than My Hometown by Morgan Wallen
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,No,19,Statistics,,Music,53715,44.9778,-93.265,Maybe,pepperoni,cat,No,night owl,Yes,"Texas Blue, Quadeca"
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,No,19,Other (please provide details below).,Economics,N/A,53703,44.8897,93.3499,Maybe,none (just cheese),dog,No,night owl,Maybe,Erase Me - Kid Cudi
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,No,21,Engineering: Other,Materials Science and Engineering ,none,53703,-23.01,-44.31,No,basil/spinach,dog,No,early bird,Maybe,halo - beyonce 
+COMP SCI 319:LEC001,LEC001,No,25,Engineering: Biomedical,no,no,53705,30,30,Maybe,pineapple,dog,Yes,no preference,Yes,SULONG WANG
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,Yes,18,Other (please provide details below).,Economics ,Data Science,53706,12.9716,77.5946,Yes,pepperoni,dog,No,night owl,Maybe,Where is my mind-pixies
+COMP SCI 319:LEC002,LEC002,Yes,26,Data Science,INTERNATIONAL PUBLIC AFFAIRS,,53593,43.7696,11.2558,Maybe,mushroom,dog,Yes,night owl,Yes,"Sam Smith Say it first
+
+Sam Smith  Too Good At GoodByes"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,No,19,Computer Science,,,53703,43.0718,-89.3949,No,Other,dog,Yes,night owl,Yes,DragonForce - Ashes of the Dawn
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,Yes,19,Business: Finance,Don‘t make sure,nope,53707,1,1,Maybe,macaroni/pasta,dog,No,no preference,No,Girls Want Girls
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,No,18,Engineering: Biomedical,,,53706,42.3601,-71.0589,No,pepperoni,cat,Yes,early bird,Yes,"Walking on Sunshine, katrina and the waves "
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,No,24,Computer Science,,Psychology,53715,42.3601,-71.0589,Maybe,pepperoni,cat,No,night owl,Yes,"Pink Pony Club, Chappel Roan (but specifically the Plankton version)"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,No,18,Science: Physics,,,53706,41.9028,12.4964,Maybe,sausage,cat,No,no preference,Yes,Don't Stop Believin' - Journey
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,Yes,19,Engineering: Mechanical,,,53703,53.23,-9.71,No,pepperoni,dog,No,night owl,Yes,"Here Today, The Chameleons"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,Yes,35,Other (please provide details below).,Genetics and Genomics,Data Science,53706,8.815,108.4755,Yes,Other,neither,No,night owl,Yes,The Final Countdown
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,Yes,21,Other (please provide details below).,其实我到现在还没决定我的专业。但我可能会选择信息科学。,,53706,-37.8136,144.9631,Maybe,pineapple,cat,Yes,no preference,Maybe,Anyone Crystal_Bats
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,Yes,22,Computer Science,,Data Science,53703,40.7128,151.2093,Yes,Other,dog,No,early bird,No,"Mozart, Don Giovanni.
+
+ "
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,Yes,,Data Science,,,53706,37,126,Yes,pineapple,dog,No,night owl,Yes,"I like K-pop. And Enhypen is my favorite group. My favorite song is ""No Doubt"" from Enhypen. I will be so excited if this song is played before class starts!"
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,Yes,22,Engineering: Mechanical,,,53726,45.6927,-90.4011,No,sausage,cat,No,night owl,Yes,Ten Years Gone - Led Zeppelin 
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,Yes,18,Engineering: Other,,,53706,41.0082,28.9784,No,basil/spinach,cat,Yes,early bird,Yes,5 dollar pony rides - Mac Miller
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,No,,Other (please provide details below).,Economics,Data Science,53706,10.8231,106.6297,Yes,sausage,dog,No,night owl,Yes,Girl with the tattoo enter - Miguel
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,Yes,22,Other (please provide details below).,Economics,Data science,53703,37.5665,126.978,Yes,mushroom,cat,No,early bird,Maybe,Sting - shape of my heart
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,No,19,Engineering: Biomedical,,,53706,39.0742,21.8243,No,mushroom,dog,No,night owl,Yes,CHIHIRO - Billie Eilish
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,Yes,19,Other (please provide details below).,Astronomy-Physics,,53706,48.1771,16.3806,Maybe,green pepper,dog,No,night owl,Yes,Speed the Collapse - Metric
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,Yes,,Science: Other,,,53715,48.8566,2.3522,No,basil/spinach,dog,No,no preference,Maybe,Delicate by Taylor Swift
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,Yes,24,Computer Science,,,53703,41.8,-87.6298,No,pepperoni,neither,No,no preference,No,Babymonster - Drip
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,Yes,18,Other (please provide details below).,Economics,,53706,34.6937,135.5022,No,basil/spinach,cat,No,night owl,Yes,Brazil by Declan McKenna 
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,No,19,Engineering: Mechanical,,,53706,41.3851,2.1734,No,pepperoni,dog,No,night owl,Yes,Summertime Sadness (Lana Del Rey Vs. Cedric Gervais) - Cedric Gervais Remix
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,No,21,Statistics,Statistics ,Mathematics,53703,30,121,Maybe,sausage,neither,No,night owl,Yes,"Risk It All, Jason Zhang"
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,Yes,18,Other (please provide details below).,Currently a pre business student but looking to apply to the engineering school,,53706,51.1802,-115.5657,Maybe,macaroni/pasta,dog,Yes,no preference,Yes,"Younger Years Zach Bryan
+
+Chase Her Baily Zimmerman
+
+Big Country music guy"
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,Yes,18,Science: Physics,,,53706,46.7828,-92.1055,Maybe,none (just cheese),cat,No,night owl,No,"Love’s Train 
+
+Bruno Mars, Anderson .Paak, Silk Sonic"
+COMP SCI 319:LEC002,LEC002,Yes,22,Science: Other,,,53726,47.6062,-122.3321,No,Other,dog,Yes,no preference,Maybe,"Fast Car - Luke Combs cover
+
+Blinding Lights - The Weeknd
+
+Alley Rose - Conan Grey
+
+Iris - Goo Goo Dolls, preferably Live Buffalo version
+
+Highwayman - the Highwaymen (Johnny Cash, Willie Nelson, Kris Kristoferson, Waylon Jennings)
+
+Dream Lantern - RADWIMPS <English version, not Japanese
+
+Help! - The Beatles
+
+Crimson and Clover - Joan Jett
+
+Tiny Dancer - Elton John"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC001,Yes,19,Science: Physics,physics ,,53717,28.2199,112.9175,No,sausage,neither,Yes,night owl,Yes,春雷  Yonezu Kenshi
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,No,21,Engineering: Industrial,,,53703,40.7128,-74.006,No,basil/spinach,dog,No,night owl,Yes,Favourite by Fontaines D.C.
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,Yes,19,Other (please provide details below).,Economics,Nope,53706,39.93,116.38,Maybe,sausage,dog,No,no preference,Maybe,Blank Space by Taylor Swift
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,Yes,19,Business: Actuarial,,,53711,43.0389,-87.9065,No,pepperoni,cat,Yes,early bird,Yes,Counting Stars- One Republic
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,No,,Other (please provide details below).,neurobiology,,53715,23.1291,113.2644,No,none (just cheese),dog,Yes,no preference,Maybe,head in the clound by hayd
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,No,20,Other (please provide details below).,History,Biology,53706,39.9524,-75.1636,No,pepperoni,dog,No,night owl,Yes,"""Man on the Moon"" - Zella Day"
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,No,20,Computer Science,,,53715,45.4408,12.3155,No,Other,cat,No,night owl,Yes,The Fine Print by The Stupendium
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,No,19,Data Science,,,53706,39.3377,-83.3528,Yes,none (just cheese),dog,No,no preference,Yes,You're So Vain by Carly Simon
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,No,18,Other (please provide details below).,Undecided major - just exploring some areas of possible interest. ,n/a,53706,39.0699,-77.1847,Maybe,pepperoni,dog,Yes,night owl,Yes,Something in the way you move - Ellie Goulding
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,Yes,18,Engineering: Biomedical,,,53706,39.0742,21.8243,No,pepperoni,dog,No,night owl,Yes,Shirt by SZA
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,No,19,Business: Actuarial,,Risk Management & Insurance,53703,34.8697,-111.7609,No,pepperoni,dog,Yes,no preference,Yes,"All Star, Smash Mouth"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,No,20,Business: Finance,,,53703,42.3601,-71.0589,No,Other,dog,No,no preference,Maybe,(Don't Fear) The Reaper - Blue Oyster Cult
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,Yes,20,Engineering: Mechanical,n/a,n/a,53726,43.6275,89.7661,Yes,Other,cat,No,early bird,No,Why Georgia - John Mayer
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,No,22,Business: Other,,Political science,53715,25.033,121.5654,Maybe,none (just cheese),cat,Yes,early bird,Maybe,Everything Sucks / Vaultboy
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,Yes,19,Other (please provide details below).,Political Science ,,53706,41.8781,87.6298,Maybe,none (just cheese),dog,Yes,night owl,Yes,Pyramids by Frank Ocean
+COMP SCI 319:LEC003,LEC003,No,24,Computer Science,,,53705,-3.846,-32.412,Yes,pepperoni,dog,No,early bird,No,
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,No,20,Data Science,,,53715,31.2304,121.4737,Yes,mushroom,cat,No,night owl,Yes,Exhale
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,No,20,Engineering: Industrial,,,53703,41.8781,-87.6298,No,pepperoni,dog,Yes,early bird,Yes,Sunflower - Post Malone (feat. Swae Lee)
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,Yes,18,Data Science,,,53706,44.8653,-93.367,Yes,pineapple,dog,No,night owl,Yes,When the sun goes down - Arctic Monkeys
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,Yes,19,Computer Science,,,53706,28.7041,77.1025,Maybe,Other,dog,No,no preference,Yes,Sailor Song by Gigi Perez
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,Yes,20,Computer Science,,,53703,57.697,11.9865,No,mushroom,cat,No,no preference,No,Julia - Yellow Ostrich
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,Yes,19,Computer Science,,Information Systems,53703,41.8781,-87.6298,No,Other,dog,No,no preference,Maybe,"Hey Jude, The Beatles"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,No,22,Other (please provide details below).,Psychology,Information Science,53703,32.0603,118.7969,No,mushroom,neither,No,night owl,Yes,Wasteland - Royal & The Serpent
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,No,23,Science: Physics,Not applicable,Not applicable,53706,43.07,-89.4,No,pepperoni,dog,No,night owl,Yes,"Deference for Darkness, Marty O'Donnell"
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,Yes,20,Computer Science,,,53715,46.1129,-89.6445,Maybe,pepperoni,dog,No,night owl,Yes,Mr.Brightside by The Killers
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,Yes,19,Business: Actuarial,,,53715,3.1279,101.5945,Maybe,none (just cheese),cat,Yes,early bird,Yes,'lock/unlock' by jhope (ft. benny blanco)
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,No,19,Science: Physics,Physics,Astronomy,2420,42,71,Maybe,basil/spinach,dog,No,night owl,Maybe,Somebody Else by 1975
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,Yes,19,Engineering: Mechanical,,,53706,23.032,113.1181,No,none (just cheese),dog,Yes,no preference,Maybe,富士山下-陈奕迅
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,No,19,Engineering: Biomedical,N/A (I can't submit the quiz unless there is an answer in this field),N/A (I can't submit the quiz unless there is an answer in this field),53706,40.7128,-74.006,No,Other,dog,No,night owl,No,"""Biking"" - Frank Ocean, JAY-Z, Tyler, The Creator"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,No,20,Other (please provide details below).,Global Health,,53715,50.5486,-4.586,No,green pepper,cat,No,no preference,Yes,Jackie and Wilson by Hozier
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,Yes,21,Other (please provide details below).,Economics,Political Science,53703,3.1409,101.6932,Maybe,sausage,cat,No,early bird,Yes,Selfless by The Strokes
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,Yes,21,Other (please provide details below).,Consumer Behavior and Marketplace Studies,,53703,41.8781,-87.6298,No,pepperoni,dog,No,early bird,No,This is the life by Amy Macdonald
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,No,19,Statistics,,psychology,53706,48.8566,2.3522,No,sausage,neither,No,night owl,Yes,"The other side of paradise
+
+Glass animals"
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC002,Yes,20,Data Science,,"Math,Computer science,Statistic",53706,30.2741,120.1551,Yes,sausage,dog,No,early bird,Maybe,Divina Commedia by GD
+COMP SCI 319:LEC003,LEC003,Yes,24,Engineering: Biomedical,,,53705,44.8113,-91.4985,No,sausage,dog,No,early bird,Yes,"Summer, Highland Falls - Billy Joel"
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,Yes,20,Business: Other,,,53716,49.0835,19.2818,No,pepperoni,cat,No,no preference,Yes,Ides of March by Silverstein
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,No,18,Other (please provide details below).,information science,Fashion Design,53706,35.0077,135.7471,Maybe,pepperoni,dog,No,night owl,Maybe,Apple Cider by Beabadoobee
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,No,20,Engineering: Other,Civil Engineering,N/A,53218,35.2271,-80.8431,No,mushroom,dog,No,early bird,Maybe,One of my favorite songs at the moment is Oscar winning tears by Raye.
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,Yes,20,Business: Finance,,Risk Managment and Insurance,53703,46.4676,10.3782,No,pineapple,dog,Yes,night owl,Yes,"Title: Stargazing 
+
+Artist: Myles Smith
+
+ "
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,Yes,19,Engineering: Biomedical,N/A,N/A,53715,39.7392,-104.9903,No,pineapple,dog,No,night owl,Yes,Why Why Why - Shawn Mendes
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,Yes,19,Engineering: Mechanical,,,53562,35.7242,139.7976,No,mushroom,neither,No,night owl,Maybe,Flashback by Miyavi
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,Yes,19,Science: Other,Pharmacy -toxicology ,,53706,48.1351,11.582,No,pepperoni,dog,No,night owl,Yes,toosii - favorite song
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,No,19,Other (please provide details below).,Undecided now,,53703,31.299,120.5853,Yes,pineapple,cat,No,night owl,Yes,Love story
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,Yes,19,Science: Physics,,,53706,24.8801,102.8329,No,pineapple,neither,Yes,early bird,Yes,Cello Concerto in E Minor by Jacqueline du Pre
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,No,20,Science: Other,Astrophysics,,53715,36.3932,25.4615,Maybe,pepperoni,dog,Yes,night owl,Maybe,Da Fonk (feat. Joni) - Mochakk
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,No,19,Engineering: Biomedical,,,53703,39.0968,120.0324,No,pepperoni,dog,No,no preference,No,Blood Bank - Bon Iver
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,No,21,Engineering: Other,,,53711,25,55,No,pepperoni,dog,No,night owl,Yes,Freebird - Lynyrd Skynyrd
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,Yes,18,Engineering: Biomedical,,,53706,43.0731,-89.4012,No,pepperoni,dog,Yes,no preference,No,Love Lost by Mac Miller
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,Yes,20,Data Science,,,53703,30.25,120.16,Yes,pineapple,dog,No,night owl,Yes,Regular Friends By David Tao
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,Yes,18,Engineering: Mechanical,,,53706,44.9355,-88.1572,No,pepperoni,dog,Yes,night owl,Yes,River - Leon Bridges
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,Yes,18,Engineering: Other,,,53706,45,92,No,pineapple,dog,Yes,night owl,Yes,"Misty mountains by The Wellerman
+
+or 
+
+I See Fire vinny marchi and bobby bass"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,Yes,18,Engineering: Other,,,53703,41.9028,12.4964,No,sausage,cat,Yes,night owl,Yes,Jupiter from The Planets by Gustav Holst
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,No,20,Engineering: Industrial,,Computer Science,53706,26.8206,30.8025,Maybe,basil/spinach,dog,Yes,no preference,Maybe,"""In the stars"" : Benson Boone"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,No,,Data Science,,Cartography & GIS,53706,59.9138,10.7387,Yes,pepperoni,dog,No,night owl,Yes,"No Woman No Cry (live at the Lyceum, London, 1975), Bob Marley & The Wailers"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,Yes,19,Engineering: Mechanical,,,53706,47.6062,-122.3321,Maybe,pepperoni,cat,No,night owl,Yes,O Valencia! by The Decemberists
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,Yes,20,Other (please provide details below).,Economics,,53703,43.07,-89.4,Yes,pepperoni,dog,No,night owl,Yes,Otherside - Red Hot Chilli Peppers
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,No,19,Business: Other,,,53706,43.0666,-89.3993,No,pepperoni,neither,Yes,night owl,Yes,"Don't Stop Me Now
+
+Queen"
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,Yes,22,Business: Finance,,,53703,43.7696,11.2558,No,sausage,cat,No,night owl,Yes,Hungersite by Goose
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,Yes,18,Engineering: Mechanical,,,53706,40.7608,111.891,No,pepperoni,dog,Yes,early bird,Maybe,One Thing at a Time Morgan Wallen
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,No,19,Engineering: Mechanical,,,53706,44.9537,-93.09,No,sausage,dog,No,night owl,No,Tweaker - Gelo
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC001,Yes,19,Other (please provide details below).,Physics,Data Science,53706,55.7558,37.6173,Maybe,mushroom,cat,Yes,no preference,Yes,Tweaker by Gelo
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,Yes,19,Other (please provide details below).,我的主要专业是新闻学。,我的第二个专业是数据科学。,53706,30.5728,104.0668,Yes,pineapple,dog,Yes,night owl,Yes,My favorite song is Getaway Car from Taylor Swift.
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,Yes,18,Statistics,,Data Science,53706,55.6761,12.5683,Yes,sausage,cat,No,night owl,No,Kyoto - Phoebe Bridgers
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,Yes,20,Engineering: Other,,,53715,35.6895,139.6917,No,pepperoni,dog,No,no preference,Yes,Money Trees by Kendrick Lamar
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,Yes,18,Data Science,,Econ,53706,16.0544,108.2022,Yes,sausage,dog,Yes,night owl,Yes,Sunroof (Nicky Youre & Dazy) 
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,No,19,Statistics,,,53706,20.6028,-105.2337,No,sausage,dog,No,night owl,Yes,Best Love Song by T-Pain
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,Yes,,Computer Science,,,53706,30,120,No,sausage,cat,No,night owl,Yes,Ashes from fireworks(Chenyu Hua)
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC001,No,19,Engineering: Industrial,,,53706,39.9172,-105.7895,Maybe,pepperoni,dog,Yes,night owl,Yes,Silver Lining Mt. Joy
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,No,18,Engineering: Mechanical,,,53706,41.9924,-87.6971,No,green pepper,dog,Yes,no preference,Maybe,"New Person, Same Old Mistakes by Tame Impala "
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,Yes,21,Computer Science,,,53706,40,120,Yes,pineapple,cat,Yes,no preference,No,Twenty-one pilot: <line>
+COMP SCI 319:LEC004,LEC004,Yes,23,Engineering: Industrial,,,53703,34,-119,No,mushroom,dog,No,night owl,Maybe,
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,Yes,19,Other (please provide details below).,Economics,Political Science,53703,41.8781,-87.6298,No,sausage,dog,No,no preference,Maybe,Piano Man by Billy Joel
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,No,,Other (please provide details below).,Economics,,53706,,113.2644,No,mushroom,dog,No,night owl,Yes,Young Cai Xukun
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,No,19,Other (please provide details below).,Linguistics,,53706,43.0981,-89.4986,Yes,pepperoni,dog,No,night owl,Yes,Steppa Pig by JPEGMAFIA
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,No,21,Engineering: Mechanical,,,53706,45.4015,-92.6522,No,pepperoni,dog,No,night owl,Yes,"Dear Maria, count me in by all time low
+
+only the good die young by billy joel
+
+aint no rest for the wicked by cage the elephant
+
+ "
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,No,18,Other (please provide details below).,经济的,数据科学,53706,30.5928,114.3055,Yes,none (just cheese),cat,No,night owl,Maybe,"Had I Not Seen the Sun
+
+by HOYO-Mix/Chevy"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,No,18,Business: Information Systems,,,53706,33.597,130.4081,Maybe,mushroom,dog,Yes,early bird,Maybe,Strategy - TWICE
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,Yes,19,Business: Other,Supply Chain Management & Operations and Technology Management,Data Science Certificate,53707,52.3702,4.8952,No,pepperoni,dog,No,no preference,Yes,Rhymes Like Dimes- MF DOOM
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,No,18,Data Science,,Molecular and cell biology,53706,41.9028,12.4964,Yes,Other,cat,No,night owl,Yes,Fake tales of San francisco by arctic monkeys 
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,No,19,Engineering: Mechanical,,,53706,44.4932,11.3275,No,sausage,dog,Yes,night owl,Yes,"Wisconsin, On, Wisconsin. EA Sports College Football Marching Band"
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC002,Yes,20,Statistics,,,53715,31.2304,121.4737,No,Other,dog,No,night owl,Yes,You'll be back (theme of Alexander Hamilton)
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,No,19,Science: Biology/Life,,,53703,43038902,-87.9064,No,pepperoni,cat,No,night owl,Yes,dangerous - big data
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,No,19,Science: Other,,,53703,30.25,120.1667,Maybe,pepperoni,neither,No,early bird,Maybe,Isahini-Lucy
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,Yes,20,Statistics,,,53706,45.6378,-89.4113,No,pepperoni,cat,No,night owl,No,Lose yourself-Eminem 
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,No,21,Other (please provide details below).,Accounting,Information Systems,53703,45.4642,9.19,No,basil/spinach,dog,Yes,night owl,Yes,Starting Over- Chris Stapleton 
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,Yes,19,Engineering: Mechanical,,,53706,44.3113,-93.928,No,Other,dog,No,no preference,Yes,Different 'Round Here by Riley Green Ft. Luke Combs
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,Yes,21,Business: Finance,,Risk Management and Insurance,53726,31.542,-82.4687,No,mushroom,dog,Yes,early bird,Yes,"Colder Weather, Zach Brown Band"
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,No,20,Business: Information Systems,,,53726,41.8781,-87.6298,Maybe,Other,dog,Yes,no preference,Yes,Way I Are by Timbaland
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,Yes,20,Business: Actuarial,,Risk Management & Insurance,53715,19.0414,-98.2063,No,none (just cheese),cat,No,night owl,No,Return of the Mack by Mark Morrison
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,No,,Business: Information Systems,,,53703,41.8967,12.4822,No,pineapple,neither,No,no preference,Yes,"No scrubs, by tlc"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,Yes,19,Other (please provide details below).,Economics ,Psychology,53703,43.0389,-87.9065,No,pepperoni,dog,Yes,night owl,Maybe,alabama pines -Jason isbell
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,Yes,19,Engineering: Other,Currently Engineering Undecided,,53706,45.6495,13.7768,No,sausage,dog,Yes,no preference,Maybe,"The Veldt , deadmau5"
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,No,19,Engineering: Mechanical,,,53706,48.5015,-113.9848,No,sausage,dog,Yes,night owl,Yes,through the wire- kanye west 
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,Yes,18,Engineering: Other,I am undecided between different types of engineering. Im trying to decide between chemical and mechanical.,I might get a math certificate,53706,21.5808,-158.1053,No,pepperoni,dog,Yes,early bird,No,One of these nights by the egales
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,No,19,Engineering: Biomedical,,,53706,55.6755,12.5539,No,pepperoni,dog,No,no preference,No,OCT 33 by the Black Pumas 
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,No,20,Engineering: Mechanical,,,53703,41.8781,-87.6298,Yes,pepperoni,cat,No,night owl,Maybe,Bad Romance - Lady Gaga
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,No,19,Engineering: Industrial,,German,53703,36.1627,-86.7816,No,sausage,dog,No,night owl,Maybe,Good Looking by Suki Waterhouse
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,Yes,18,Data Science,,,53706,17.385,78.4867,Yes,sausage,dog,Yes,night owl,Yes,Feather - Sabrina Carpenter
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC001,No,24,Mathematics/AMEP,,,53704,26.0745,119.2965,No,pepperoni,dog,No,night owl,Yes,"Just the Two of US - Grover Washington, Jr., Bill Withers"
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,No,18,Engineering: Mechanical,,,53706,43.4138,-89.7148,No,pepperoni,dog,No,no preference,No,NOW WHAT? by Connor Price
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,Yes,20,Other (please provide details below).,Economics,,53572,42.3659,21.1545,No,none (just cheese),cat,Yes,early bird,Maybe,Tahir Meha - Ilir Shaqiri
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,Yes,19,Business: Information Systems,,Operations and Technology Management (OTM),53703,33.5458,-117.7817,No,sausage,dog,No,no preference,Yes,"""Say Something"" - Zac Samuel Remix"
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,Yes,19,Computer Science,,,53702,51.5074,-0.1278,Yes,Other,dog,No,night owl,No,No One Like You - Scorpions
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,No,19,Engineering: Biomedical,,,53706,40.7128,-74.006,No,sausage,dog,No,early bird,No,"Mr. Brightside, The Killers"
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,Yes,20,Business: Finance,,,53703,36.0566,-112.1251,Yes,pepperoni,dog,Yes,no preference,Yes,All Falls Down - Kanye West
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,No,19,Statistics,,,53706,40.7128,-74.006,Yes,pineapple,dog,No,night owl,Yes,One Headlight - The Wallflowers
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,No,19,Engineering: Industrial,,,53706,45.7852,-88.0987,Maybe,sausage,dog,No,night owl,No,"The Prodigal, Josiah Queen "
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,No,18,Engineering: Other,,,53706,40.6299,14.4863,No,sausage,dog,No,night owl,Yes,Everlong by Foofighters
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,No,19,Engineering: Mechanical,,,53719,35.6895,139.6917,No,pepperoni,dog,Yes,night owl,Yes,From The Start - Laufey
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,Yes,18,Engineering: Mechanical,NA,NA,53706,39.1447,8.3037,No,Other,dog,No,night owl,Maybe,hooked on a feeling
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,No,19,Engineering: Mechanical,NA,NA,53706,45.1821,-93.6522,No,sausage,dog,No,night owl,Maybe,Ghost Town by Kanye West
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,No,22,Computer Science,,,53715,43.0731,89.4012,No,pepperoni,cat,No,night owl,Yes,The Great Mermaid - Lesserafim
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,No,19,Engineering: Mechanical,,,53711,31.23,121.47,No,pepperoni,cat,No,night owl,Maybe,When you say nothing at all-Ronan Keating
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,Yes,18,Engineering: Mechanical,,,53706,41.8468,3.1286,No,basil/spinach,dog,Yes,early bird,Yes,MUSSEGU - Figa Flawas
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,Yes,19,Science: Physics,,"Mathematics, Astrophysics",53703,43.4256,-88.1321,No,green pepper,dog,No,early bird,Yes,"2112, Rush"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,Yes,18,Engineering: Mechanical,,,53706,35.6764,139.65,No,pepperoni,neither,Yes,night owl,Yes,my favorite song is Lost in Space by Derivakat
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,No,19,Business: Finance,,Accounting,53703,41.8781,-87.6298,No,sausage,dog,No,night owl,No,"""Saturday Mornings"" by Cordae"
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,No,18,Other (please provide details below).,Economics,"Data Science, Computer Science",53706,42.4545,-83.502,Yes,sausage,cat,Yes,night owl,No,Upside Down
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,Yes,18,Engineering: Mechanical,,,53706,44.98,-93.26,No,basil/spinach,dog,Yes,night owl,Maybe,Surfin' USA - Beach Boys
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,Yes,18,Engineering: Biomedical,,,53706,23.4814,120.4539,Maybe,pepperoni,dog,Yes,night owl,Yes,"Photograph, Ed Sheeran"
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,Yes,19,Engineering: Mechanical,,,53706,41.9956,-87.7029,Maybe,pineapple,dog,Yes,early bird,Yes,Virgen - Adolescent's Orquesta
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,No,18,Engineering: Biomedical,N/A,N/A,53706,35.6895,139.6917,No,mushroom,dog,No,no preference,Yes,Unwritten by Natasha Bedingfield
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,Yes,22,Other (please provide details below).,Economics,Political Science,53703,55.6564,12.5983,No,pepperoni,cat,No,early bird,No,Good days by SZA
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,Yes,,Data Science,,,53703,40.767,-73.962,Yes,pepperoni,dog,Yes,night owl,Maybe,Saturn by SZA
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,No,22,Engineering: Industrial,,"Economics, Data Science",53703,-33.8688,151.2093,Yes,mushroom,dog,Yes,night owl,Maybe,"This month, my favorite song has been Burn, Burn, Burn by Zach Bryan. However, I'd say my 3 lifetime favorite songs are:
+
+* this is me trying, Taylor Swift
+
+* Somebody That I Used To Know, Gotye 
+
+* For Emma, Bon Iver"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,Yes,20,Computer Science,,,53715,39.9042,116.4074,Maybe,mushroom,neither,No,night owl,Yes,"Chasing Pavements, Adele"
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,No,19,Data Science,,,537152236,19.3785,-81.4007,Yes,pepperoni,dog,No,night owl,Yes,Coffee Bean - Travis Scott
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,No,18,Engineering: Mechanical,,,53706,11.5888,37.3881,No,none (just cheese),cat,No,night owl,Yes,
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,Yes,19,Engineering: Mechanical,,,53706,38.627,-90.1994,No,none (just cheese),dog,No,night owl,Yes,Young Metro by Future and Metro Boomin
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,Yes,20,Engineering: Industrial,,,53703,43.77,11.2577,Maybe,pepperoni,dog,Yes,night owl,Yes,Sheep by Mt.Joy
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,Yes,20,Business: Other,Economics ,"data science, Risk Management and insurance ",53703,40.6281,14.485,Yes,sausage,cat,No,no preference,Maybe,new perspective - noah kahn 
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,No,20,Business: Finance,.,.,53706,37.5665,126.978,No,pineapple,dog,No,early bird,Yes,Sunflower - Post Malone
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,Yes,20,Engineering: Mechanical,,,53703,45.514,-122.6733,No,pepperoni,dog,Yes,night owl,Maybe,Cigarette Daydreams - Cage the Elephant 
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,No,19,Data Science,,Psychology,53726,52.52,13.405,Yes,pepperoni,dog,No,no preference,Yes,"El Muchacho de los Ojos Tristes, Jeanette"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,Yes,19,Engineering: Mechanical,,,53706,41.4944,-87.8748,No,pepperoni,dog,Yes,night owl,Yes,Brazil- Declan Mckenna
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,No,19,Data Science,,Information Sciences,53706,40.7128,-74.006,Yes,Other,dog,No,night owl,Yes,One More Love Song - Marc DeMarco
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,Yes,19,Computer Science,,,53703,34.0522,-118.2437,Maybe,pepperoni,dog,No,night owl,Maybe,where you are - john summit
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,No,20,Engineering: Biomedical,N/A,Pre-Med (Not a major),53703,40.7293,-73.9964,No,sausage,cat,No,night owl,Yes,I Lived by OneRepublic
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,Yes,18,Science: Physics,,,53706,47,122,No,pepperoni,neither,Yes,early bird,No,Clocks Coldplay
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,Yes,19,Business: Finance,,,53706,41.8318,-88.1098,Maybe,pepperoni,dog,No,no preference,Yes,No Pasa Nada by Fuerza Regida and Clave Especial 
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,No,19,Data Science,,Computer science,53706,43.8064,-87.7706,Yes,pepperoni,cat,Yes,night owl,Yes,holy land - wave to earth
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,No,18,Engineering: Mechanical,,,53706,52.52,13.405,No,macaroni/pasta,dog,Yes,night owl,Yes,"1812 Overture
+
+ by Pyotr Ilyich Tchaikovsky"
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,Yes,19,Data Science,,,53703,34.5218,69.1807,Yes,green pepper,cat,No,night owl,Maybe,I don't listen to music!
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC003,Yes,21,Business: Finance,Economics,computer science,53703,22,66,Yes,mushroom,cat,No,night owl,Yes,Bahamus
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,No,19,Engineering: Mechanical,,,53703,42.3314,-83.0458,No,sausage,dog,Yes,night owl,Yes,Higher by Creed
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,No,19,Science: Other,,Environmental Studies,53703,45.0124,-92.9921,No,basil/spinach,dog,Yes,early bird,Yes,Sunlight by Hozier
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,No,18,Engineering: Industrial,,,53706,32,117,No,sausage,dog,No,early bird,Maybe,knockin on heavens door bob Dylan
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,Yes,19,Engineering: Mechanical,,,53706,40.7131,-74.0072,No,none (just cheese),dog,Yes,no preference,Yes,Brazil by Declan McKenna
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,Yes,19,Engineering: Other,Engineering Mechanics,"Might do Econ, Physics, or DS",53706,35.6895,139.6917,Maybe,basil/spinach,dog,No,night owl,Yes,Outside today - NBA Youngboy
+COMP SCI 319:LEC002,LEC002,Yes,32,Science: Physics,,,53714,13.45,-16.57,Maybe,pineapple,neither,Yes,early bird,No,"Bob Marley
+
+No Woman, No Cry"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,No,19,Engineering: Biomedical,,,53706,50.1185,-122.9604,No,pepperoni,dog,Yes,night owl,Maybe,Free Now by Gracie Abrams
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,No,21,Engineering: Mechanical,,,53590,34.0522,-118.2437,No,pepperoni,dog,No,night owl,Yes,popular by the weeknd
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,No,22,Statistics,,Data Science,42,-76,106.53,Yes,mushroom,neither,Yes,no preference,No,"Here There And Everywhere, Paul McCartney"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,No,18,Data Science,,,53706,46.024,-123.92,Yes,basil/spinach,dog,No,night owl,Yes,Musta been a ghost by Proxima Prada
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,No,18,Engineering: Mechanical,,,53706,45.83,-89.27,No,sausage,dog,No,night owl,Yes,"Run This Town - JAY-Z, Rihanna, Kanye West"
+COMP SCI 319:LEC004,LEC004,Yes,26,Business: Information Systems,,,53705,23.5,121,Maybe,mushroom,dog,No,night owl,Maybe,Someone You Loved - Lewis Capaldi
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,No,19,Science: Other,,,53715,33.4484,-112.074,No,sausage,cat,No,night owl,Yes,Follow You by Imagine Dragons
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,No,19,Engineering: Mechanical,,I do not have a secondary major.,53703,49.2269,17.669,No,pepperoni,dog,No,early bird,No,One of my favorite songs is Circadian Rhythm by Drake.
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,No,18,Mathematics/AMEP,,I'm gonna learning data science in the future.,53706,30.5728,104.0668,Yes,pepperoni,dog,Yes,night owl,Yes,"Take me to Church, Hozier"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,No,19,Engineering: Mechanical,,,57306,40.7128,-74.006,No,pepperoni,dog,Yes,night owl,Maybe,Mr. Jones by Counting Crows
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,Yes,20,Business: Actuarial,,,53703,43.1566,-77.6088,Maybe,sausage,cat,Yes,night owl,Maybe,Obsession - Joywave
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,No,18,Engineering: Mechanical,N/A,N/A,53706,41.8781,-87.6298,No,macaroni/pasta,cat,No,no preference,Yes,Maine by Noah Kahan
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,Yes,19,Engineering: Industrial,,,53706,41.8781,-87.6298,No,pepperoni,cat,No,no preference,Yes,Something Just Like This - Chainsmokers 
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,Yes,20,Data Science,,Economics,53703,20,-156,Yes,pepperoni,dog,Yes,no preference,No,Tweaker by Gelo
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,Yes,19,Engineering: Biomedical,,,53706,44.0668,-92.7538,No,pepperoni,dog,Yes,night owl,Maybe,Borderline - Tame Impala
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,Yes,19,Engineering: Other,,,53706,50.0755,14.4378,Maybe,none (just cheese),dog,No,no preference,Yes,Smoke a little smoke - Eric Church
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,Yes,19,Engineering: Biomedical,,,53715,43.732,7.4196,No,pepperoni,dog,No,night owl,No,"Cello Suite No. 1 in G Major; Johann Sebastian Bach, Yo-Yo Ma"
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,No,20,Science: Biology/Life,,,53715,43.4799,-110.7624,Yes,Other,dog,No,night owl,No,Paul Revere by Noah Kahan
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,No,18,Engineering: Biomedical,,,53706,40.7128,-74.006,Maybe,pepperoni,dog,Yes,early bird,Maybe,Unwritten by Natasha Bedingfield
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC001,No,21,Engineering: Industrial,,,53715,45.8157,-94.6374,No,pepperoni,dog,No,night owl,Yes,"Unwritten, by Natasha Bedingfield"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,Yes,19,Business: Finance,,Economics,53726,43.07,-89.39,No,Other,neither,Yes,no preference,No,Down Under -Men At Work
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,Yes,19,Business: Finance,Data Science,,53706,87.6298,41.8781,Yes,pepperoni,dog,Yes,night owl,Maybe,Back to Black by Amy Winehouse
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,No,18,Data Science,,,53706,40.374,-105.509,Yes,pepperoni,dog,No,night owl,Maybe,eenie meenie - Sean Kingston and Justice Bieber
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,Yes,18,Engineering: Biomedical,,,53706,47.8095,13.055,No,sausage,cat,Yes,night owl,Yes,"On Wisconsin! - Finale
+
+University of Wisconsin Marching Band"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,No,19,Data Science,,,53715,25.2854,51.531,Yes,mushroom,cat,Yes,early bird,Yes,"Borderline by Tame Impala
+
+ "
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,Yes,19,Data Science,,,53706,45.0697,92.9516,Maybe,pineapple,dog,No,night owl,Yes,Strange to hear - By Sports
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,No,18,Business: Information Systems,,Business: Operations and Technology Management,53716,43.0731,-89.4012,No,mushroom,dog,No,night owl,Yes,You Give Love a Bad Name by Bon Jovi
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,Yes,19,Business: Other,,,53703,37.7749,-122.4194,Yes,basil/spinach,dog,Yes,night owl,Yes,What I got - Sublime 
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,Yes,19,Engineering: Other,,,53706,43.0779,-89.4134,No,pineapple,dog,No,no preference,No,Next to You by Flavors
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,No,19,Business: Other,Economics.,Data science,53706,28.6107,-244.1199,Maybe,Other,dog,No,night owl,Yes,Sometimes-Goth Babe
+COMP SCI 319:LEC001,LEC001,No,22,Engineering: Other,ECE,,53715,31.2304,121.4737,Maybe,pineapple,cat,No,no preference,Yes,"Never Gonna Give You Up, by Rick Astley"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,No,19,Data Science,Nothing,Economics ,53706,35.689,139691,Yes,green pepper,neither,No,night owl,Yes,Sun flower by Post Malone
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,Yes,20,Business: Information Systems,,,53706,3.139,101.6869,Maybe,Other,dog,Yes,no preference,Maybe,Livin' on a Prayer by Bon Jovi
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,Yes,19,Engineering: Mechanical,,,53706,34.4208,-119.6982,No,pepperoni,dog,Yes,no preference,No,甜蜜蜜 鄧麗君
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,No,20,Other (please provide details below).,Environmental Science,n/a,53703,39.9526,-75.1652,No,pepperoni,dog,No,no preference,Maybe,Anything from kendrick lamar
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,Yes,19,Other (please provide details below).,Geography,,53726,47.6032,-122.3303,Maybe,Other,dog,No,night owl,No,Beef Stew by Nicki Minaj
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,Yes,20,Engineering: Other,,,53706,31.298,120.585,No,none (just cheese),cat,No,no preference,Maybe,Subhuman by Garbage
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,Yes,21,Statistics,,,53703,43.0389,-87.9065,No,pepperoni,dog,Yes,night owl,Yes,Dirty Water by Foo Fighters
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,No,18,Engineering: Biomedical,N/A,N/A,53706,43.7696,11.2558,No,pepperoni,dog,No,night owl,Yes,Stick Season by Noah Kahan 
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,No,20,Engineering: Mechanical,,,53715,49.4435,1.098,No,sausage,dog,Yes,night owl,Maybe,Sleep on the Floor - The Lumineers
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,No,18,Science: Other,Biochemistry,,53706,46.595,7.9075,No,pineapple,dog,No,night owl,Maybe,Flower Shops by ERNEST and Morgan Wallen
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,Yes,18,Business: Information Systems,,,53703,41.8781,-87.6298,Maybe,pepperoni,dog,Yes,no preference,Yes,All falls Down- Kanye West 
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,No,20,Other (please provide details below).,Journalism,,53706,-22.9068,-43.1729,No,pepperoni,dog,Yes,no preference,Maybe,"Cool Blue by The Japanese House
+
+or
+
+My Love by Until the Ribbon Breaks"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,No,19,Engineering: Other,,,53706,48.1118,-1.6803,Maybe,none (just cheese),dog,No,night owl,Yes,A Troubled Mind-Noah Kahan
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,No,19,Engineering: Industrial,,Naval Science,53703,-18.1248,178.4501,No,sausage,dog,Yes,early bird,No,"Angela, The Lumineers"
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,No,19,Engineering: Mechanical,,,57303,43.0731,-89.4012,No,pepperoni,dog,No,night owl,Yes,YMCA 
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,No,18,Engineering: Mechanical,,,53706,32,34.8,No,basil/spinach,dog,Yes,night owl,Maybe,Lovestick by asap rocky
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,Yes,19,Business: Finance,I am also a Data Science major,,53706,25.1,55.2,Yes,mushroom,dog,No,night owl,Yes,Fein (Feat. playboi carti) by Travis Scott
+COMP SCI 319:LEC001,LEC001,Yes,,Business: Finance,,,53715,30.5,104,No,pineapple,dog,Yes,night owl,Yes,"I love you baby
+
+Paul Anka"
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,No,20,Science: Other,,,53575,43.07,-89.4,Maybe,Other,cat,Yes,night owl,Yes,Sexy Villain - Remi Wolf
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,Yes,21,Statistics,,,53703,40.7128,-74.006,No,mushroom,dog,No,early bird,No,my heart will go on
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,Yes,20,Business: Information Systems,,Business: Operations & Technology Management ,53703,48.8566,2.3522,Maybe,sausage,dog,Yes,early bird,Yes,30 for 30 by SZA
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,No,19,Engineering: Biomedical," 
+
+ ",Neurobiology,53706,53.5745,10.0778,No,basil/spinach,cat,No,night owl,Yes,"Maine by Noah kahan
+
+ "
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,Yes,19,Business: Actuarial,,RMI,53715,43.0389,-87.9065,No,pepperoni,cat,Yes,night owl,No,Congratulations by Mac Miller
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC002,No,19,Business: Information Systems,,I am also a Marketing major with a certificate in Digital Studies!,53706,39.1434,-77.2014,Maybe,basil/spinach,dog,Yes,night owl,Maybe,"Gracie Abrams: ""Risk"""
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,No,18,Business: Other,,Data Science,53706,42.3601,-71.0589,Yes,mushroom,dog,No,no preference,Yes,Luther by Kendrick Lamar and SZA
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,No,19,Other (please provide details below).,Economics,,53703,40.7128,74.006,No,mushroom,dog,Yes,early bird,Yes,Pursuit of Happiness- Kid Cudi
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,No,18,Engineering: Biomedical,,,53706,39.0742,21.8243,No,sausage,cat,No,early bird,Yes,Weight of Love - The Black Keys
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,No,19,Engineering: Biomedical,,,53706,45,-93,No,sausage,dog,No,night owl,No,Die with a Smile - Bruno Mars
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,No,18,Engineering: Biomedical,,,53706,19.076,72.8777,No,pineapple,dog,Yes,early bird,Yes,Luther by Kendrick Lamar and SZA.
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,Yes,19,Engineering: Mechanical,,,53706,-45.0327,168.658,No,sausage,dog,Yes,night owl,Yes,Night Changes - One Direction
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,Yes,18,Science: Physics,,,53706,40.7,70,No,none (just cheese),neither,No,night owl,Yes,My Eyes by Travis Scott
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,No,20,Computer Science,,,53703,3.139,101.6869,No,macaroni/pasta,cat,No,early bird,No,GOT7 PYTHON 
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,No,19,Engineering: Industrial,,,53706,41.8781,-87.6298,No,mushroom,dog,No,night owl,Yes,Coyote Joni Mitchell
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,No,20,Science: Biology/Life,,,53706,37.8715,112.5512,No,sausage,cat,Yes,early bird,Maybe,Soledad y el Mar by Natalia Lafourcade
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,No,20,Computer Science,,,53715,37.5665,126.978,No,sausage,neither,Yes,night owl,No,"Echo, The Marias"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,Yes,20,Engineering: Mechanical,,,53703,43.7696,11.2558,No,mushroom,neither,No,no preference,No,"When it rains it pours
+
+Luke combs"
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,Yes,18,Engineering: Mechanical,,,53715,45.4408,12.3155,No,sausage,dog,No,night owl,Yes,Put Me Thru by Anderson .Paak
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,Yes,17,Computer Science,,,53706,35.6528,139.8395,No,pepperoni,cat,Yes,early bird,Maybe,"40oz, polyphia"
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,Yes,18,Engineering: Mechanical,,,53706,42.3009,-71.0684,No,sausage,dog,Yes,night owl,No,Breakdown by Jack Johnson
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,Yes,18,Engineering: Biomedical,,,53706,42.3601,-71.0589,No,pepperoni,dog,No,night owl,Yes,Sweet Child O' Mine by Guns and Roses
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,Yes,18,Science: Physics,,Mathematics,53706,37.9838,23.7275,No,none (just cheese),dog,No,no preference,Yes,Bohemian Rhapsody-Queen
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,No,19,Engineering: Biomedical,Above,None,53706,-29.94,-50.99,No,none (just cheese),dog,No,night owl,No,That's So True by Gracie Abrams
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,No,19,Computer Science,,data science,53703,43.0731,-89.4012,Yes,sausage,neither,No,night owl,Maybe,doja
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,No,21,Other (please provide details below).,Geography and Cartography/Geographic Information Systems,"Data Science Certificate, Environmental Studies Certificate",53715,36.1699,-115.1398,No,sausage,dog,Yes,night owl,Yes,"Rain, The Beatles"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,No,18,Engineering: Biomedical,,,53706,41.16,-8.63,Maybe,sausage,cat,No,night owl,Yes,This Must Be the Place - Talking Heads
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,Yes,19,Science: Physics,,Astronomy,53726,36.9741,122.0308,No,pepperoni,dog,No,night owl,Yes,Californication Red Hot Chili Peppers
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC003,No,20,Computer Science,,"Data Science, Economics, Accounting",53706,-1.2921,36.8219,Yes,pepperoni,cat,No,no preference,Yes,"Verdansk, Dave"
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,Yes,19,Engineering: Other,,,53706,41.1184,20.8,No,mushroom,dog,No,early bird,Yes,November Air - Zach Bryan
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,No,18,Engineering: Biomedical,n/a,n/a,53706,53.3498,-6.2603,No,green pepper,dog,Yes,night owl,Maybe,Moon River by Frank Ocean
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,No,18,Engineering: Biomedical,,,53706,22.0964,-159.5261,No,pineapple,dog,Yes,night owl,No,Maine by Noah Kahan
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,No,19,Computer Science,,Data Science,53711,43.0731,-89.4012,No,none (just cheese),cat,No,night owl,Yes,I'm A Believer - The Monkees
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,No,19,Engineering: Mechanical,,,53706,44,-88,No,sausage,cat,Yes,night owl,Yes,Triggers - Royal Blood
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,No,,Engineering: Other,,,53703,36.0671,120.3826,Maybe,mushroom,dog,No,night owl,Yes,《Glad You Came》by Boyce Avenue
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,No,18,Mathematics/AMEP,,,53715,37.5407,-77.436,No,mushroom,cat,Yes,no preference,Yes,Posthumous forgiveness - Tame Impala
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,Yes,19,Engineering: Mechanical,,,53706,21.28,-157.83,No,sausage,cat,Yes,early bird,No,Yellow by Coldplay
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,Yes,20,Engineering: Mechanical,,,53715,43.0739,-89.3852,No,macaroni/pasta,cat,No,night owl,Yes,Africa by Toto
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,Yes,24,Statistics,,,53713,30.4515,-91.1871,Yes,mushroom,dog,No,no preference,Yes,Liberation - Outkast ft. Cee-Lo Green
+COMP SCI 319:LEC002,LEC002,No,22,Engineering: Other,,,53703,36.1699,-115.1398,No,pineapple,dog,No,night owl,Yes,dancinwithsomebawdy - ericdoa
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,No,19,Engineering: Biomedical,,,53706,45.0033,-93.484,Maybe,sausage,cat,No,night owl,No,Second Nature by Clairo
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,No,22,Computer Science,,"German, Data Science",53703,45.4404,12.316,No,sausage,dog,No,night owl,Yes,Modern Day Cowboy (Tesla)
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,No,18,Engineering: Industrial,,,53706,25.0772,55.3093,No,pepperoni,dog,No,night owl,Maybe,Drake - Gods Plan
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,No,18,Engineering: Biomedical,,,53706,47.0543,8.3094,Maybe,none (just cheese),cat,Yes,early bird,Maybe,Shes always a woman (billy joel)
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,No,18,Engineering: Mechanical,,,53706,43.6775,-70.299,No,pepperoni,dog,Yes,early bird,Yes,The Cave by NEEDTOBREATHE
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,Yes,18,Engineering: Industrial,,,57303,34.0549,118.2426,No,sausage,cat,No,night owl,Yes,Feather - Sabrina Carpenter
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,No,20,Engineering: Other,Material Science and Engineering,,53715,35.8617,104.1954,No,sausage,cat,Yes,night owl,Maybe,"patrick Brasca
+
+BRB
+
+Ryan.B"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,No,23,Science: Biology/Life,Biochemistry,N/A,53703,33,120,Maybe,pepperoni,cat,No,night owl,Yes,"Piano Concerto No.23 in A major, K.488 - 1. Allegro
+
+Mozart"
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,No,20,Engineering: Industrial,Industrial Engineering,,53706,,,Maybe,pineapple,dog,No,early bird,No,Ride the Lightning by Warren Zeiders
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,No,17,Engineering: Mechanical,,,53703,33.1042,-96.6717,No,none (just cheese),dog,Yes,night owl,Yes,Stick Season by Noah Kahan
+COMP SCI 319:LEC004,LEC004,Yes,27,Engineering: Other,Environmental Engineering,,53719,30.98,121.5,Maybe,none (just cheese),dog,No,night owl,No,"Salt
+
+Ava Max"
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,Yes,19,Data Science,,,53706,44,91,Yes,Other,cat,Yes,early bird,No,"Oak Island, Zach Bryan "
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,Yes,18,Business: Finance,,,53706,40.0169,-105.2796,Maybe,pineapple,dog,Yes,early bird,No,Back in Black by ACDC
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,No,18,Engineering: Other,Material Science and Engineering,,53706,46.5378,12.1359,No,basil/spinach,dog,Yes,early bird,No,Sweet Dreams by Eurythmics
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,No,18,Computer Science,,"Data Science, Graphic Design (certificate)",53715,42.6403,18.1083,Yes,basil/spinach,cat,No,night owl,Maybe,South Side - Moby
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,Yes,18,Engineering: Biomedical,,Accounting,53715,41.9028,12.4964,No,pepperoni,dog,Yes,no preference,No,"She Had ME At Heads Carolina, Cole Swindell"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,No,19,Other (please provide details below).,Currently undecided but intend to have a business major and double major in something along these lines. Wanted to try out this class to see if I would enjoy it ! ,None.,53706,35.5405,-79.3692,Maybe,sausage,dog,No,night owl,Maybe,I have too many liked songs to choose just one! If I were to choose a genre of music thought it would have to be R&B :)
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,Yes,19,Engineering: Industrial,N/A.,N/A.,53706,41.9408,-87.7532,No,Other,cat,No,night owl,No,Sunday morning Maroon 5
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,No,19,Engineering: Mechanical,,,53175,32.7765,-79.931,No,sausage,dog,No,night owl,Maybe,God Gave Me Style - 50 Cent
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,Yes,19,Engineering: Biomedical,,,53726,47.0455,8.308,No,pepperoni,dog,No,early bird,Maybe,Black and White by Niall Horan
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,No,19,Engineering: Industrial,,,60010,48.8566,2.3522,Maybe,green pepper,cat,Yes,night owl,Yes,Learning To Fly - Tom Petty and the Heartbreakers
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,Yes,18,Data Science,,,53706,121.4365,31.1886,Maybe,pineapple,cat,Yes,night owl,Maybe,"Song Title: I Like Me Better
+
+Artist: Lauv "
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,No,19,Data Science,na,Economics,53715,1.3521,103.8198,Yes,pepperoni,dog,No,early bird,Yes,Toxic Till The End - Rose
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,Yes,19,Engineering: Biomedical,,,53706,45.5017,-73.5673,No,pepperoni,dog,No,night owl,Yes,She's always a woman - Billy Joel
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,Yes,22,Other (please provide details below).,Economics,,53703,31.2304,121.4737,No,pineapple,dog,No,early bird,Yes,Kammy - Fred again..
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,No,19,Engineering: Biomedical,,,53706,-3.6225,-79.2388,No,macaroni/pasta,cat,No,night owl,Yes,"DtMF, by Bad Bunny"
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,Yes,18,Other (please provide details below).,Molecular and Cell Biology,Statistics,53706,35.0844,-106.6504,No,Other,dog,Yes,early bird,No,Run by One Republic
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,No,18,Engineering: Mechanical,,,53706,43.0731,-89.4012,Maybe,Other,cat,No,night owl,Maybe,Lovers Rock - TV Girl
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,Yes,19,Engineering: Other,Engineering Mechanics: Aerospace,Applied Mathematics,53715,41.3851,2.1734,No,pepperoni,cat,Yes,early bird,Yes,Set Sail by The Movement
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,No,18,Engineering: Mechanical,,,53706,43.0747,89.3842,No,pineapple,dog,Yes,night owl,Yes,"The Man who sold the world, David Bowie"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,No,19,Other (please provide details below).,Economics,,53703,35.994,-78.8986,Yes,none (just cheese),dog,Yes,night owl,Yes,Any song by Drake
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,No,20,Science: Other,Biochemistry,Chinese,53703,41.8781,87.6298,No,sausage,cat,No,night owl,Yes,Empire of the Sun-We the People
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,No,21,Business: Information Systems,,,53703,43.0731,-89.4012,Maybe,sausage,cat,Yes,night owl,Yes,"Scott Mescudi Vs. The World, By Kid Cudi"
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,No,19,Other (please provide details below).,Music ,Data science,53706,41.8781,-87.6298,Yes,macaroni/pasta,cat,No,night owl,Yes,Oompa Loompa song from Wonka
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,Yes,18,Engineering: Mechanical,,,53706,37.5641,126.9756,No,pepperoni,dog,No,night owl,Yes,toxic till the end by ROSE
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,No,19,Business: Other,,certificate in data science,53706,43.7696,11.2558,No,mushroom,dog,No,night owl,No,"Vienna, Billy Joel"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,No,18,Engineering: Biomedical,,,53715,45.1034,-93.7295,No,pepperoni,dog,No,early bird,Maybe,"See You Again, Tyler the Creator"
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,Yes,19,Business: Actuarial,,Business: Risk Management and Insurance,53703,43.0752,-89.3964,No,pepperoni,cat,No,no preference,Yes,Prison Song - System of a Down
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,No,20,Engineering: Biomedical,,,53703,52.37,4.9,No,sausage,dog,No,night owl,Yes,Fast Forward - Floating Points
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,No,19,Engineering: Biomedical,,,53706,41,12,No,pepperoni,dog,Yes,night owl,No,Locked out of Heaven - Bruno Mars
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,Yes,18,Engineering: Mechanical,,,53715,43.8464,-91.2398,No,pepperoni,dog,Yes,night owl,Maybe,Missed Call by Treaty Oak Revival
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,No,19,Engineering: Biomedical,,,53706,55.9533,-3.1883,No,pepperoni,dog,No,night owl,Yes,Work Song - Hozier
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,No,20,Computer Science,,,53703,25.033,121.5654,No,tater tots,cat,No,night owl,Yes,Dive - Olivia Dean
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,Yes,21,Other (please provide details below).,My primary major is Classical Humanities. ,,53703,36.5983,-121.8964,No,green pepper,cat,No,night owl,Yes,"My Father's House, Eidola"
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,No,19,Science: Physics,,Astronomy,53706,43.0731,-89.4012,Maybe,sausage,dog,No,night owl,Yes,Judaiyaan- Darshan Raval
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,No,18,Engineering: Industrial,,,53706,43.0495,88.0076,No,pepperoni,dog,No,night owl,Maybe,Holy Ghost Asap Rocky
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,Yes,19,Engineering: Mechanical,,,53706,43.0728,-89.3835,No,pepperoni,dog,No,night owl,Yes,Something in the Orange: Zach Bryan
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,No,19,Engineering: Other,Chemical Engineering ,,53706,43.0739,-89.3852,No,macaroni/pasta,dog,No,night owl,Yes,Dancing Queen by Abba
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,Yes,19,Business: Actuarial,,,53706,52.3732,4.8907,No,pepperoni,dog,Yes,night owl,No,Popular Weeknd
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,Yes,23,Other (please provide details below).,Consumer Behavior and Marketplace Studies,Economics,53703,42.3555,71.0565,No,Other,dog,Yes,early bird,No,Jackie and Wilson by Hoizer
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,No,18,Science: Biology/Life,,,53706,43.0731,43.0731,Maybe,mushroom,dog,Yes,early bird,Maybe,Live Well - Palace
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,No,18,Business: Finance,,,53706,-34.9276,-57.9578,Yes,mushroom,cat,Yes,early bird,Yes,Cafe con ron Bad Bunny
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,No,19,Engineering: Industrial,,,53715,52.6638,8.6267,No,pepperoni,cat,No,early bird,Maybe,Do for love - Tupac
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,Yes,18,Engineering: Mechanical,,,53706,40.6958,-73.8666,No,pineapple,cat,Yes,no preference,Yes,Hell on the heart Eric Church  
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,Yes,19,Other (please provide details below).,Undecided,,53715,40.7128,-74.006,Maybe,pepperoni,dog,Yes,night owl,Yes,"New Drop, Don Toliver"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,Yes,18,Engineering: Mechanical,,,53706,41.88,87.62,No,sausage,dog,No,night owl,Maybe,Buy dirt by Jordan Davis
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,No,21,Other (please provide details below).,economics,n/a,53073,415204.8,873954,No,green pepper,dog,Yes,night owl,Yes,"you're not the only one - the sundays
+
+blue Sunday - the doors
+
+dazed and confused - led zeppelin"
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,Yes,19,Data Science,,Economics,53706,6.5244,3.3792,Yes,Other,dog,No,early bird,Maybe,Jealousy - Khalil Harrison & Tyler ICU
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,No,20,Data Science,,,53703,41.8781,-87.6298,Yes,none (just cheese),dog,Yes,early bird,No,charlie brown - coldplay
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,Yes,18,Engineering: Mechanical,,,53706,42.3601,-71.0589,No,mushroom,cat,No,no preference,No,"My My, Hey Hey - Neil Young"
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,Yes,19,Engineering: Mechanical,,,53706,41.9028,12.4964,No,pepperoni,cat,No,no preference,Yes,Replay by Iyaz
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,No,19,Business: Finance,,,53066,25.2048,55.2708,No,pepperoni,neither,No,night owl,Yes,Duvet Boa
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,Yes,18,Statistics,,,53706,43.0731,-89.4012,Maybe,none (just cheese),dog,No,early bird,Yes,RIOT! - Earl Sweatshirt
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,No,19,Other (please provide details below).,Economics with Math Emphasis,Data Science,53715,41.8781,-87.6298,Yes,sausage,dog,No,night owl,Yes,Everybody Wants To Rule The World by Tears For Fears
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,No,20,Engineering: Industrial,,,53703,40.7128,-74.006,No,pepperoni,dog,No,night owl,Yes,Stairway to Heaven by Led Zepplin
+COMP SCI 319:LEC004,LEC004,No,27,Other (please provide details below).,Information,,53715,48.8566,2.3522,No,Other,cat,No,night owl,Yes,Instant Crush (feat. Julian Casablancas) - Daft Punk
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,Yes,18,Data Science,Planning on to be Data Science.,Global Health or communications possibly.,53715,36.1975,-79.7935,Yes,basil/spinach,neither,Yes,no preference,Maybe,"Give Me Everything by Pitbull
+
+Me Like Yuh Jay Park "
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,No,19,Business: Actuarial,,Risk Management and Insurance,53715,41.3851,2.1734,Maybe,sausage,dog,No,night owl,Yes,Like a Boy by Ciara
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,No,20,Statistics,,,53703,23.1291,113.2644,Maybe,none (just cheese),dog,Yes,night owl,Maybe,Flashing light by kanye west
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,No,19,Science: Biology/Life,,,53715,53715,-106.3468,Maybe,pepperoni,cat,No,night owl,Yes,When I was your man - Bruno Mars
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,Yes,19,Data Science,,,53706,43.1049,-89.3512,Yes,tater tots,cat,Yes,night owl,Yes,A Love Supreme Pt I - John Coltrane
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,No,20,Statistics,,,53711,34.6887,-82.8349,No,sausage,dog,Yes,night owl,Yes,Go Your Own Way - Fleetwood Mac
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,No,18,Data Science,,,53715,30,114,Maybe,mushroom,cat,No,night owl,Yes,Standing Before Mt. Fuji  by Eason Chan
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,Yes,19,Engineering: Industrial,,,53703,43.4796,-110.7624,No,sausage,dog,No,night owl,No,Miss You - The Rolling Stones
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,Yes,20,Engineering: Mechanical,,,53702,45.4408,12.3155,No,pepperoni,dog,No,night owl,Maybe,"Escape, by RupertHolmes"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,No,19,Engineering: Other,,,53705,43.08,-89.383,No,basil/spinach,cat,No,no preference,No,"I'm too embarrassed to open Youtube in the middle of class- also, I'm in Louis's section. I'm so sorry."
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,No,22,Computer Science,,DS and Stat,53715,37.5326,127.0246,Maybe,pepperoni,dog,No,night owl,No,Marigold - Aimyon
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,No,19,Engineering: Other,N/A,N/A,53706,43.1686,-89.2784,No,none (just cheese),cat,No,early bird,Yes,California Dreaming' - The Mamas and The Papas
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,No,,Other (please provide details below).,Economics,,53703,51.5074,-0.1278,No,none (just cheese),dog,No,night owl,Yes,The only exception by Paramore
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,Yes,18,Engineering: Biomedical,,,53715,32.7157,117.1611,No,pineapple,dog,No,night owl,Yes,Jingle BOOM! - A.J. & Big Justice 
+"COMP SCI 220:LAB344, COMP SCI 220:LEC004",LEC004,Yes,19,Engineering: Biomedical,,,53706,52.3062,10.4835,No,basil/spinach,dog,No,night owl,Yes,Black Magic Woman by Santana
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,No,,Engineering: Biomedical,,,53706,1.3521,103.8198,Yes,pepperoni,dog,No,night owl,Yes,Come Together by The Beatles
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,Yes,18,Engineering: Mechanical,,,53706,41.8781,-87.6298,No,sausage,dog,Yes,night owl,Yes,Houston Old Head by A$AP Rocky
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,Yes,19,Computer Science,computer science ,,53703,35.6764,139.65,Yes,basil/spinach,neither,No,night owl,Yes,"green room ken carson 
+
+summer sixteen osamason 
+
+congrats osamason 
+
+pose for the pic che 
+
+swag overlord ken carson 
+
+intro ken carson 
+
+ "
+"COMP SCI 220:LEC004, COMP SCI 220:LAB345",LEC004,Yes,19,Science: Biology/Life,,,53706,30.2741,120.1551,Yes,sausage,cat,No,night owl,Yes,no favorite songs
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,No,18,Computer Science,n/a,Physics?,53706,34.8927,127.9688,Maybe,mushroom,neither,Yes,no preference,Maybe,"Tender Surrender, Steve Vai"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC004,No,21,Data Science,,,53711,37.5665,126.978,Yes,pineapple,dog,No,night owl,Yes,pink + white - frank ocean
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,Yes,20,Engineering: Industrial,,,53715,34,-118,No,sausage,dog,No,night owl,Yes,Payphone - Maroon 5
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,No,20,Engineering: Mechanical,,,53711,33.63,-111.85,No,pepperoni,dog,Yes,night owl,Yes,"While My Guitar Gently Weeps - Prince, Tom Petty, Jeff Lynne"
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,Yes,19,Statistics,,,53706,45.9213,89.2035,Maybe,tater tots,dog,No,no preference,Maybe,Agnes by Glass Animals
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,Yes,19,Other (please provide details below).,"I am currently a pre-business student choosing between the fields of finance, real estate, data science, and economics.",,53706,45.8711,89.7093,Maybe,sausage,dog,Yes,night owl,Yes,Banana Pancakes - Jack Johnson
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,No,20,Science: Other,Biochemistry,,53703,43.4799,110.7624,No,sausage,dog,No,night owl,Yes,Wish you were here - Pink Floyd
+COMP SCI 319:LEC004,LEC004,Yes,24,Engineering: Other,ECE,N/A,53711,39.9042,116.4074,No,mushroom,dog,No,night owl,Yes,"song:爱我还是他
+
+singer:陶喆"
+COMP SCI 319:LEC004,LEC004,Yes,26,Other (please provide details below).,Electrical and computer Engineering,,53711,38.9248,121.6279,Maybe,pepperoni,dog,No,night owl,No,EMINEM
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,Yes,19,Engineering: Mechanical,,,53706,41.3874,2.1686,Maybe,mushroom,dog,Yes,night owl,Yes,Many Men (Wish Death) by 50 Cent
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,No,18,Engineering: Biomedical,,,53706,48.8566,2.3522,No,pepperoni,cat,Yes,no preference,Maybe,"Whitney Houston: I Wanna Dance with Somebody
+--------------------------------------------
+
+Bob Marley and The Wailers: Could You Be Loved"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,No,18,Engineering: Biomedical,N/A,N/A,53706,41.3851,2.1734,No,pepperoni,dog,No,night owl,Maybe,Rolling Stone - Brent Faiyaz
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,No,18,Engineering: Mechanical,,,53706,37.7749,-122.419,No,pineapple,dog,Yes,night owl,Yes,Roll the Dice by Arden Jones
+COMP SCI 319:LEC002,LEC002,Yes,24,Other (please provide details below).,International Public Affairs,N/A,53715,41.795,140.74,No,pepperoni,cat,No,night owl,Yes,Astronaut - Simple Plan
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,No,19,Science: Other,,Data Science,53703,35.6895,139.6917,Yes,sausage,dog,Yes,no preference,Maybe,Cant Feel My Face - The Weeknd
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,Yes,18,Statistics,,Political Science,53706,42.2499,-71.0409,No,basil/spinach,dog,Yes,no preference,Yes,Waiting Room by Phoebe Bridgers
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,No,21,Science: Biology/Life,,,53715,48.8575,2.3514,No,mushroom,dog,No,night owl,Yes,Take On Me by A-ha
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,Yes,18,Engineering: Biomedical,,,53706,44.932,-93.2853,No,pepperoni,dog,Yes,night owl,Yes,Operator (That's Not the Way It Feels) by Jim Croce
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,No,19,Engineering: Mechanical,,,53706,41.8789,-87.6355,No,pepperoni,cat,Yes,no preference,Maybe,someday by the strokes
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,Yes,18,Engineering: Biomedical,,,53706,43.7696,11.2558,Maybe,basil/spinach,dog,No,night owl,Maybe,Boy - Lee Brice
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,Yes,19,Engineering: Biomedical,,,53715,35.6895,139.6917,No,mushroom,dog,No,night owl,Maybe,Button by Lyn Lapid
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,Yes,18,Engineering: Mechanical,,,53706,24.1477,120.6736,No,Other,dog,No,night owl,Yes,Remember the Time - Michael Jackson
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,Yes,20,Science: Biology/Life,,Life Science Communication,53706,43.0844,-89.3812,No,Other,dog,Yes,no preference,Yes,"Reach Out, Four Tops"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,Yes,19,Science: Physics,,Astronomy-Physics,53706,44.2165,-114.93,Maybe,pepperoni,dog,No,early bird,Yes,"Bad Kids to the Back, Snarky Puppy"
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,No,18,Other (please provide details below).,Undecided planning on Biomedical Engineering,,53706,37.3925,-5.9941,No,none (just cheese),cat,No,night owl,No,Much too Much - Rex Orange County
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,No,18,Science: Biology/Life,,,53706,39.9042,116.4074,No,sausage,cat,No,night owl,Maybe,"A Heart Like Hers, Mac DeMarco"
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,Yes,18,Engineering: Biomedical,,,53706,25.0338,121.527,No,green pepper,dog,Yes,early bird,Maybe,Alaska - Maggie Rogers
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,No,18,Engineering: Mechanical,,,53706,43.8307,-91.2395,No,macaroni/pasta,dog,Yes,night owl,Maybe,"New York, Lucki"
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,No,22,Engineering: Other,,,53703,12.3715,-1.5197,No,sausage,neither,No,no preference,Yes,Flowers by Samantha Ebert
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,No,20,Science: Biology/Life,,Spanish,53715,39.4822,-106.0435,No,pepperoni,dog,No,no preference,No,"Title ""Rockin' in the Free World""
+
+Artist: Neil Young"
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,No,19,Science: Biology/Life,,,53715,43.05,-89.45,No,pepperoni,dog,No,early bird,Maybe,Pictures of You by The Cure
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,,,Engineering: Mechanical,,,54944,44,-89,No,sausage,dog,No,night owl,Yes,Apple Pie by Travis Scott
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,Yes,20,Data Science,,Maybe stats,53703,43.0731,-89.4012,Yes,sausage,dog,No,night owl,Maybe,Jay Chou
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,Yes,18,Engineering: Mechanical,N/A,N/A,53706,40.7128,-74.006,No,basil/spinach,dog,No,night owl,Maybe,"Two Princes - Spin Doctors
+
+ "
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,Yes,20,Engineering: Biomedical,,,53715,41.8781,-87.6298,No,mushroom,dog,No,early bird,Maybe,Maria by Justin Bieber 
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,No,20,Other (please provide details below).,Economics ,Statistics ,53703,37.5,127.02,No,pepperoni,dog,No,night owl,Maybe,Rewrite the Stars (Zac Efron and Zendaya) 
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,No,19,Other (please provide details below).,Political Science,Business: Finance,53703,40.7128,-74.006,Maybe,none (just cheese),dog,No,early bird,Yes,America by Simon and Garfunkel 
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,Yes,19,Data Science,,"Legal Studies, International Studies",53706,53.9045,27.5615,Yes,sausage,cat,No,no preference,Yes,Spanish Eyes - Ricky Martin
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,No,19,Engineering: Industrial,,,53706,43.18,-89.21,Maybe,sausage,dog,No,night owl,No,Telescope cage the elephant
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,No,20,Other (please provide details below).,Economics,Mathematics,53590,71,42,No,mushroom,dog,Yes,night owl,No,You're The One by The Vogues 
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,Yes,19,Other (please provide details below).,Undecided but scouting out Information Science as a major.,Also considering a Comm Arts major. ,53711,43.0731,-89.4012,Yes,sausage,dog,Yes,no preference,Yes,Kick Your Game -> TLC
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,Yes,19,Science: Other,Genetics and Genomics,,53706,42.3601,-71.0589,Maybe,pepperoni,dog,No,night owl,No,Champagne Problems Taylor Swift
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,No,18,Engineering: Biomedical,,,53706,37.8136,144.9631,Maybe,basil/spinach,cat,Yes,night owl,Yes,"sunday morning views
+
+by: Drod"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,Yes,20,Data Science,,,53703,43.0731,-89.4012,Yes,pepperoni,dog,No,night owl,Yes,Let Go - Aaron May
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,Yes,19,Engineering: Biomedical,,,53706,29.9012,-81.3124,No,pepperoni,dog,No,early bird,Yes,Dreams by Fleetwood Mac
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,No,19,Data Science,,Economics,53706,51.5074,-0.1278,Yes,pepperoni,dog,Yes,no preference,No,Good Life by Kanye West
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,No,20,Engineering: Biomedical,,,53715,43.6123,-110.7054,No,pepperoni,dog,Yes,early bird,No,When It Rains It Pours by Luke Combs
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,No,18,Engineering: Mechanical,,,53706,62.8126,-150.2252,No,pepperoni,dog,No,no preference,Maybe,Forever - Noah Kahan
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,No,18,Engineering: Industrial,,,53706,27.2679,-82.5555,No,macaroni/pasta,dog,No,night owl,No,Unwritten by Natasha Bedingfield
+"COMP SCI 220:LEC004, COMP SCI 220:LAB342",LEC004,Yes,20,Business: Other,Accounting,Information Systems,53703,44.8977,-85.9916,No,pepperoni,dog,Yes,night owl,Yes,Vienna Billy Joel
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,Yes,20,Science: Other,,Computer Science,53715,70.221,-148.39,No,sausage,cat,No,night owl,No,"I Miss You, Blink-182"
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,No,20,Science: Biology/Life,,,53726,42.3,-711,No,green pepper,cat,Yes,early bird,No,Silver Lining by Mt. Joy
+"COMP SCI 220:LEC004, COMP SCI 220:LAB344",LEC004,No,19,Data Science,,,53715,36.154,-99.952,Yes,basil/spinach,neither,No,night owl,Yes,Jealous - Eyedress
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,Yes,18,Statistics,,,53706,42.3555,71.0565,Maybe,basil/spinach,dog,No,night owl,Maybe,Dreams by Fleetwood Mac
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,No,18,Engineering: Mechanical,,,53706,41.8781,-87.6298,No,pepperoni,dog,Yes,early bird,Maybe,Restless Mind by Sam Barber
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,No,20,Engineering: Other,Engineering: Aerospace,"Aerospace Engineering, Data Science ",53703,74.006,40.7128,Yes,pepperoni,dog,Yes,night owl,Yes,"American Pie, Don McLean "
+"COMP SCI 220:LAB342, COMP SCI 220:LEC004",LEC004,No,21,Statistics,,Mathematics,53703,39.9042,116.4074,No,mushroom,cat,No,no preference,Maybe,Mind over Matter by PVRIS
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,Yes,19,Engineering: Mechanical,non,non,,33.5138,33.5138,No,mushroom,neither,No,early bird,Maybe,"1) Hobbak Metl Beirut- elissa
+
+2) Mararti Bisadri - Kadim Al Sahir 
+
+3) Betew7ashini- Weal Jassar
+
+ "
+"COMP SCI 220:LAB336, COMP SCI 220:LEC003",LEC003,Yes,18,Engineering: Mechanical,,,53706,34.2121,-119.0341,No,macaroni/pasta,cat,Yes,no preference,Maybe,7 Summers - Morgan Wallen
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,No,19,Other (please provide details below).,Economics,none,53706,41.8781,-87.6298,No,mushroom,neither,Yes,night owl,Yes,mind over matter by Young the Giant.
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC002,Yes,18,Engineering: Mechanical,,,53706,20.7754,-156.4534,No,sausage,dog,No,night owl,Yes,Take Me Out - Franz Ferdinand
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,No,19,Engineering: Mechanical,,"AMEP -  Applied Mathematics, Engineering and Physics Program",53703,9.3183,76.6135,No,sausage,dog,No,night owl,Yes,TobyMac help is on the way
+COMP SCI 319:LEC002,LEC002,Yes,27,Data Science,N/A,N/A,53705,25.033,121.5654,Maybe,mushroom,cat,Yes,early bird,Maybe,I drink wine - Adele
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,Yes,19,Data Science,,,53706,20.6752,-103.3473,Yes,pepperoni,dog,Yes,night owl,Yes,El hijo major- junior H 
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,Yes,18,Engineering: Mechanical,/,/,53706,30.5728,104.0668,No,pepperoni,neither,No,night owl,Maybe,Call of silence / gemie
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,No,18,Engineering: Mechanical,,,53151,42.9955,-88.0957,No,pepperoni,dog,No,night owl,Yes,none
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,Yes,18,Engineering: Mechanical,,,53706,41.8781,-87.6298,No,pepperoni,dog,Yes,no preference,Maybe,Under the Bridge by Red Hot Chili Peppers 
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,No,20,Science: Biology/Life,,,53703,51.5074,-0.1278,No,pineapple,cat,No,night owl,Yes,When Am I Gonna Lose You by Local Natives
+COMP SCI 319:LEC003,LEC003,No,33,Data Science,,,53704,43.7102,7.262,No,pepperoni,dog,Yes,night owl,Yes,Cruel Summer - Taylor Swift
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,No,19,Other (please provide details below).,Economics,,53715,22.5726,88.3639,Maybe,Other,dog,No,night owl,Yes,Norwegian Wood by The Beatles
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,Yes,19,Engineering: Industrial,,,53703,44.0221,-92.4666,No,pepperoni,dog,No,night owl,Yes,UK rap- central cee/dave
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,Yes,19,Science: Physics,,,53706,35.676,139.65,No,basil/spinach,dog,Yes,night owl,Yes,My favorite song is Stayin Alive from the Bee Gees 
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,No,19,Other (please provide details below).,economics,data science,53715,32.72,-117.16,No,sausage,dog,Yes,early bird,Yes,"You're the one kaytranada, syd"
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,No,20,Business: Finance,,Business: Management,53703,21.1619,-86.8515,Maybe,pepperoni,dog,No,night owl,Maybe,Kryptonite by The Better Life
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,Yes,19,Business: Finance,N/A,Real Estate,53706,42.355,-71.057,No,pepperoni,dog,Yes,night owl,Yes,"Crazy Story Pt 3
+
+King Von"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,No,18,Data Science,,Economics,53706,32.69,-117.18,Yes,pepperoni,dog,Yes,no preference,Maybe,Tin Man - America
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,Yes,19,Other (please provide details below).,Astrophysics,"Data science, physics",53706,43.06,88.4042,Yes,mushroom,dog,Yes,night owl,Yes,Tear in Space- Glass Animals
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,No,20,Computer Science,,,53175,51.5074,-0.1278,No,pepperoni,cat,No,night owl,Yes,Sex [EP Version] - The 1975
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,Yes,19,Engineering: Other,EE,Spanish,53715,40.4168,-3.7038,Maybe,basil/spinach,dog,No,no preference,No,Lune by Moya
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,No,19,Science: Biology/Life,,,53715,10.012,76.2901,No,pineapple,dog,Yes,night owl,No,good things fall apart by Jon Bellion
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,Yes,20,Engineering: Mechanical,n/a,n/a,53715,49.9712,10.4182,No,pepperoni,dog,No,night owl,Yes,Homecoming- Kanye
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,No,19,Engineering: Mechanical,,,53706,37.0475,112.5263,No,sausage,dog,Yes,early bird,No,Stick Season - Noah Kahan 
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,No,18,Computer Science,n/a,Mathematics,53706,45.4408,12.3155,Maybe,mushroom,neither,No,night owl,Maybe,Instant Crush - Daft Punk
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,No,21,Science: Chemistry,n/a,n/a,53703,40.62,14.48,No,macaroni/pasta,cat,No,night owl,No,Club can't handle me - Flo Rida
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,Yes,19,Business: Actuarial,N/A,N/A,53703,40.7128,-74.006,Maybe,pepperoni,dog,Yes,night owl,Maybe,Sunshine by Steve Lacy 
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,No,19,Engineering: Mechanical,,,53706,35.8819,-106.3077,No,pepperoni,dog,Yes,early bird,Yes,All my love - Noah Kahan
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,Yes,21,Statistics,,,53715,35.9078,127.7669,Yes,mushroom,cat,Yes,no preference,No,Take On Me by a-ha
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,No,20,Other (please provide details below).,Economics,Chinese,53703,20.7815,-156.4627,No,pepperoni,cat,No,night owl,Yes,She will be loved by Maroon5
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,No,18,Business: Information Systems,,,53706,40.7128,-74.006,No,pepperoni,dog,No,early bird,No,"24/7, 365 by Elijah Woods"
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,No,19,Business: Information Systems,,,53715,53.9006,27.559,Yes,sausage,dog,No,night owl,Yes,Breaking Dishes - Rihanna
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,Yes,18,Science: Biology/Life,NA,NA,53715,31.2304,121.4737,Yes,pepperoni,dog,No,night owl,Yes,Like Me Better -Lauv
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,Yes,18,Engineering: Mechanical,,,53706,-33.8688,151.2093,No,pepperoni,dog,No,night owl,Maybe,"Bones, Imagine Dragons"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,No,20,Data Science,,"Data Science, Molecular and Cell Biology",53715,39.9,116.36,Yes,sausage,dog,No,night owl,Yes,Last Dance - Bigbang
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,Yes,20,Business: Finance,,Real Estate,53703,40.718,-74.3587,No,none (just cheese),dog,No,early bird,Maybe,One of these Nights - Eagles
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,No,21,Data Science,N/A,Economics,53711,40,116,Yes,pineapple,cat,No,no preference,Yes,Hastune Miku
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,No,20,Computer Science,,,53706,40.7128,-74.006,No,Other,dog,Yes,night owl,Maybe,Blackjack ---> Gunna
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,Yes,19,Engineering: Biomedical,na,Looking possibly for a different field of engineering ,53715,43.7382,11.2299,No,sausage,dog,No,night owl,Yes,"Echo by Incubus (So good, live for the guitar riff at the beginning and the chorus vocals)"
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC001,Yes,19,Engineering: Industrial,N/A,N/A,53703,43.7684,11.2562,No,pepperoni,dog,Yes,night owl,Yes,Disorder by Joy Division
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,Yes,20,Engineering: Biomedical,,,53715,51.5074,-0.1278,No,pepperoni,cat,No,no preference,Maybe,"We Are Young
+
+fun."
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,Yes,20,Data Science,,,53726,39.9042,116.4074,Yes,pepperoni,dog,No,night owl,Yes,Toxic by Meovv 
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,No,18,Data Science,,"Economics, Consulting Certificate",53706,41.8818,-87.6232,Yes,pepperoni,dog,Yes,early bird,Maybe,"Cigarettes and Coffee, Otis Retting"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC002,No,19,Business: Information Systems,,Business: Operations Technology Management,53703,43.3216,-87.9518,No,sausage,dog,Yes,early bird,Yes,Biggest Part of Me - Ambrosia 
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,No,20,Engineering: Mechanical,,,53703,43.0309,-87.9047,No,mushroom,cat,No,no preference,No,I can't get no satisfaction - Rolling stones 
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,No,20,Engineering: Mechanical,,,53715,44.9778,-93.265,No,pineapple,cat,No,night owl,Yes,Total Eclipse of the Heart by Bonnie Tyler
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,No,18,Data Science,,Economics,53706,,,Yes,pepperoni,dog,No,night owl,Yes,
+"COMP SCI 220:LEC002, COMP SCI 220:LAB324",LEC002,No,19,Science: Biology/Life,,Psychology,53715,43.0758,-89.4001,No,mushroom,dog,No,night owl,Yes,Redbone by Childish Gambino
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,Yes,18,Data Science,Data Science,Risk Management,53706,41,2.17,Yes,sausage,dog,No,early bird,Yes,See you again-Tyler the Creator
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,No,18,Data Science,,,53706,22.8948,-109.9152,Yes,none (just cheese),dog,Yes,early bird,No,miami- will smith
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,Yes,21,Other (please provide details below).,economics,n/a,53715,74.006,40.7128,Yes,pepperoni,dog,No,night owl,Yes,riptide 
+COMP SCI 319:LEC002,LEC002,Yes,29,Science: Other,Geosciences Graduate Student,,53715,41.3851,2.1734,No,pineapple,dog,No,night owl,Yes,Xtal Aphex Twin
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,Yes,18,Other (please provide details below).,Cartography & Geographic Information Systems,,53703,41.88,-87.6,No,sausage,cat,No,night owl,Yes,The Other Side of Paradise - Glass Animals
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,No,19,Other (please provide details below).,My primary major is Biochemistry,,53726,43.0703,-89.422,No,pepperoni,cat,No,night owl,Maybe,My favorite singer is SZA
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,No,18,Engineering: Biomedical,,,53706,37.9838,23.7275,No,sausage,dog,No,night owl,No,Forever by Noah Kahan
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,Yes,20,Other (please provide details below).,"Environmental Sciences, but planning on transferring to the industrial engineering major",,53703,-12.0464,-77.0428,No,pepperoni,cat,No,night owl,Yes,circles - mac miller
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,No,20,Engineering: Biomedical,,,53726,33.8847,-118.4109,No,pepperoni,dog,No,night owl,Yes,"Title: Self Esteem
+
+Artist: The Offspring"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,Yes,18,Engineering: Other,Civil Engineering,,53706,43.0645,-88.1192,No,pepperoni,dog,Yes,no preference,No,"Mother Natures Song, By the Beatles"
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,No,20,Science: Physics,,Currently working my way into the mechanical engineering major,53703,23.725,-100.5469,No,sausage,dog,Yes,night owl,No,Loco - Neton Vega
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,Yes,20,Data Science,,,53706,71,42,Yes,pepperoni,cat,No,night owl,,Threat of Joy - The Strokes
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,No,18,Engineering: Biomedical,,,53706,18.4663,-66.1052,No,sausage,dog,No,night owl,Yes,Close to you by Gracie Abrams 
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,No,18,Business: Other,Business: Accounting,Business: Information Systems,54942,51.51,0.12,No,Other,dog,Yes,night owl,Yes,Laser-Shooting Dinosaur by Angus McSix
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,No,20,Engineering: Biomedical,N/A,N/A,55449,35.6895,139.6917,No,pepperoni,dog,Yes,night owl,Yes,"Mystery Lady - Masego, Don Toliver"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB325",LEC002,Yes,18,Statistics,,Cell Biology,53075,,,No,basil/spinach,cat,Yes,early bird,No,Be Sweet by Japanese Breakfast
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,Yes,18,Data Science,,Economics,53706,37.3859,-5.9906,Yes,none (just cheese),dog,Yes,night owl,Yes,"Assassin, John Mayer"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,No,19,Engineering: Mechanical,,,53715,25,-80,No,pepperoni,dog,No,night owl,Yes,All Your'n- Tyler Childers
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,Yes,19,Engineering: Biomedical,,,53704,44.5133,-88.0133,No,sausage,dog,No,night owl,No,Under Pressure - Queen
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,No,19,Engineering: Biomedical,,,53706,19.64,-155.9969,No,green pepper,dog,Yes,early bird,Maybe,Dreams Fleetwood Mac
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,No,20,Engineering: Other,,,53528,40.7128,-74.006,No,pepperoni,dog,No,no preference,Maybe,Amazonia by Gorjira
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,No,19,Other (please provide details below).,Economics,,53706,37.3414,-122.0284,No,pineapple,dog,No,night owl,Yes,"One of These Nights, Eagles"
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,Yes,18,Computer Science,,"Data Science, Economics",53706,51.5074,-0.1278,Yes,pepperoni,dog,Yes,night owl,Yes,16 by Baby Keep
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,No,18,Other (please provide details below).,"Music: Performance
+
+Engineering/Science/Undecided?",,53706,49.8,-63.3,No,pepperoni,dog,No,early bird,Yes,"Just the Way You Are, Billy Joel"
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,No,19,Engineering: Biomedical,,,53706,46.4761,-93.9014,No,sausage,cat,Yes,night owl,Maybe,"One of my favorite songs is ""New Perspective"" by Noah Kahan."
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,No,18,Engineering: Mechanical,,,53706,38.9072,-77.0369,No,pepperoni,cat,No,night owl,Yes,Weird Fishes - Radiohead
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,No,18,Statistics,,,53706,33.4484,-112.074,Maybe,pepperoni,dog,No,night owl,Maybe,Springsteen by Eric Church
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,No,18,Engineering: Biomedical,,,53706,47,87,No,pepperoni,dog,Yes,early bird,Maybe,Upside down Jack Johnson 
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,No,18,Other (please provide details below).,Economics,Data Science,53706,41.8781,-87.6298,Yes,macaroni/pasta,cat,Yes,early bird,Yes,Bad Boy - Red Velvet
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,Yes,19,Data Science,,,53706,46.8182,8.2275,Yes,none (just cheese),dog,Yes,early bird,Maybe,Classic music
+"COMP SCI 220:LAB322, COMP SCI 220:LEC002",LEC002,No,20,Engineering: Biomedical,,,53703,41.9028,12.4964,No,mushroom,dog,No,night owl,Maybe,"Dancing queen, ABBA"
+"COMP SCI 220:LEC002, COMP SCI 220:LAB323",LEC002,Yes,19,Mathematics/AMEP,,Economics,53706,31,121,Maybe,pineapple,neither,No,night owl,Yes,ma meilleure ennemie
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC002,No,19,Engineering: Mechanical,,,53706,30.246,87.7,No,sausage,dog,Yes,night owl,Yes,A Cold Sunday - Lil Yachty
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,No,19,Science: Biology/Life,,data science,53715,32.0603,118.7969,Maybe,mushroom,cat,No,night owl,No,counting star
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,No,19,Science: Other,,Data science,53706,32.8328,-117.2713,Maybe,sausage,cat,Yes,night owl,Maybe,Please Please Please - Sabrina Carpenter
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,Yes,18,Other (please provide details below).,education policy,,53706,48.8566,2.3522,No,sausage,dog,No,night owl,Yes,Better Than - Lake Street Dive
+"COMP SCI 220:LAB324, COMP SCI 220:LEC002",LEC002,No,18,Business: Actuarial,N/A,Risk Management & Insurance,53706,39.9526,-75.1652,No,macaroni/pasta,cat,No,no preference,Maybe,See you again - Tyler the Creator
+COMP SCI 319:LEC001,LEC001,Yes,22,Engineering: Biomedical,,,53705,31.2304,121.4737,Maybe,mushroom,dog,No,no preference,Yes,"city of stars, ryan gosling & emma stone"
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,No,18,Engineering: Mechanical,,,53715,48.86,2.3488,No,pepperoni,dog,No,night owl,Maybe,Silver Springs- 2004 remastered By: Fleetwood Mac
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,No,19,Science: Other,,Data science,53706,32.8328,-117.2713,Maybe,sausage,cat,Yes,night owl,Maybe,Good Graces - Sabrina Carpenter
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,No,18,Engineering: Biomedical,,,53715,26.1267,-81.7863,No,none (just cheese),cat,Yes,early bird,No,Ground Khalid
+"COMP SCI 220:LAB323, COMP SCI 220:LEC002",LEC002,No,19,Business: Actuarial,,Risk Management & Insurance,53706,-87.6298,41.8781,Maybe,pineapple,cat,Yes,night owl,No,Electric Relaxation by a Tribe Called Quest
+"COMP SCI 220:LAB326, COMP SCI 220:LEC002",LEC002,No,18,Business: Actuarial,,,53703,45.1602,-87.1719,No,pepperoni,dog,No,no preference,No,Les by Childish Gambino
+COMP SCI 319:LEC002,LEC002,Yes,23,Other (please provide details below).,Agricultural and Applied Economics,N/A,53703,37.87,112.55,Maybe,pepperoni,cat,No,early bird,Yes,Unconditional by Eason Chan
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC001,Yes,19,Data Science,N/.A,Economics,53706,43.8,123.5,Maybe,mushroom,dog,No,early bird,No,lie BTS
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,No,19,Data Science,,,57303,43.8514,-89.1338,Yes,pineapple,cat,No,night owl,Yes,Better Off Alone - Alice Deejay
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,No,22,Science: Biology/Life,,Neurobiology,53715,44.0121,-92.4802,No,sausage,dog,Yes,early bird,Yes,"Five Leaf Clover, Luke Combs"
+"COMP SCI 220:LAB325, COMP SCI 220:LEC002",LEC002,Yes,18,Engineering: Biomedical,,,53706,39.9526,-75.1652,No,pepperoni,dog,Yes,night owl,No,Any colour you like - Pink Floyd 
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,No,19,Data Science,,,53715,32.0853,34.7818,No,pepperoni,dog,No,night owl,Maybe,New Years Day by Charlie Robison
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,Yes,18,Engineering: Mechanical,,Business: Other,53726,41.8781,-87.6298,Yes,pepperoni,dog,Yes,no preference,Yes,Billy Joel- Vienna
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,Yes,18,Engineering: Biomedical,,,53706,20.8771,-156.6813,No,basil/spinach,dog,No,no preference,Yes,If We Were Vampires by Jason Isbell and the 400 Unit
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,Yes,18,Engineering: Other,Undecided,,53706,32,118,No,sausage,neither,No,night owl,Yes,
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,Yes,19,Engineering: Biomedical,,,53715,51.5074,-0.1278,No,none (just cheese),cat,No,night owl,Yes,Take  it  easy by the eagles
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,Yes,19,Engineering: Mechanical,,,53706,36.1946,139.043,No,Other,dog,No,no preference,Maybe,Killer Queen Queen
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,Yes,18,Engineering: Biomedical,,,53706,44.9778,-93.265,No,basil/spinach,dog,Yes,night owl,Yes,She Lit a Fire by Lord Huron
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,No,19,Engineering: Mechanical,,,53706,29.4316,106.9123,No,pepperoni,neither,Yes,no preference,Yes,
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,No,19,Engineering: Mechanical,,,53089,-17.7134,178.065,No,sausage,dog,No,night owl,Yes,"A Bar Song, Shaboozey"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,Yes,21,Other (please provide details below).,Economics,,53703,44.7785,-81.2872,Maybe,sausage,dog,No,night owl,No,seasons-wave to earth
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,No,18,Engineering: Mechanical,,,53706,35.6764,139.65,No,sausage,dog,No,night owl,Maybe,4 Your Eyez Only - J Cole
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,No,19,Engineering: Mechanical,,,53706,17.1584,-89.0691,No,pepperoni,dog,No,night owl,Yes,Thinkin Bout You - Frank Ocean
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,No,19,Engineering: Other,,"Geology & Geophysics, Mathematics",53705,43.0731,-89.4012,No,pepperoni,cat,Yes,night owl,No,Uptown Girl (Billy Joel)
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,No,19,Engineering: Biomedical,,,53706,44.6366,-124.0545,No,basil/spinach,cat,No,night owl,Yes,Paul Revere by Noah Kahan
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,No,19,Engineering: Biomedical,,,53706,42.3555,71.0565,No,sausage,dog,No,early bird,No,Second Hand News by Fleetwood Mac
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,No,18,Engineering: Biomedical,,,53706,38.9072,-77.0369,No,none (just cheese),dog,No,no preference,No,III. Telegraph Ave - Childish Gambino
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,No,19,Business: Actuarial,,"Data Science, Risk Management & Insurance",53711,32.2154,-80.7476,Yes,basil/spinach,dog,Yes,early bird,No,
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,No,19,Engineering: Mechanical,,,53706,18.3463,-65.8137,No,pepperoni,dog,No,night owl,Yes,Alive! by Bakar
+"COMP SCI 220:LAB341, COMP SCI 220:LEC004",LEC004,Yes,19,Business: Actuarial,,Risk Management and Insurance,53703,41.9028,12.4964,No,pepperoni,dog,Yes,early bird,No,Timeless-The Weeknd
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,No,19,Engineering: Mechanical,,,53703,45.0981,-93.4445,No,basil/spinach,dog,Yes,early bird,Yes,"st elmos fire, john parr"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC004,Yes,24,Engineering: Mechanical,,,52719,43.0747,89.3842,No,Other,cat,No,night owl,Yes,"""Through Me"" - Hozier"
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,Yes,20,Other (please provide details below).,I am still undecided but maybe data science or economics,,53715,31.4912,120.3119,Maybe,mushroom,cat,No,no preference,Yes,The songs of Jay Chou!
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,Yes,18,Engineering: Mechanical,,,53706,28.06,-80.56,No,sausage,dog,No,night owl,Maybe,Wish You Were Here- Pink Floyd
+"COMP SCI 220:LEC003, COMP SCI 220:LAB335",LEC003,Yes,19,Data Science,,,53715,41.885,-87.6215,Yes,none (just cheese),dog,Yes,night owl,Yes,Starman - David Bowie
+COMP SCI 319:LEC001,LEC001,No,23,Other (please provide details below).,Economics,,53711,43.0731,-89.4012,No,pineapple,dog,No,early bird,No,Any Taylor Swift
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,Yes,18,Data Science,Psychology,,53703,33.3875,120.1233,Yes,none (just cheese),dog,No,night owl,No,Whiplash from aespa.
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,Yes,21,Science: Other,,I have a minor in Data Science. ,53726,35.6895,139.6917,No,sausage,cat,No,no preference,Yes,Lit Up by Buckcherry.
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,Yes,20,Engineering: Mechanical,,,53706,40.7,74,No,pepperoni,dog,Yes,early bird,No,Ms. Jackson - Outkast
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,No,21,Engineering: Mechanical,,,53703,44.9886,93.268,No,pepperoni,dog,No,night owl,Yes,Land of the Snakes - J Cole
+"COMP SCI 220:LEC002, COMP SCI 220:LAB321",LEC002,No,18,Statistics,,,53715,-28.0015,153.4285,Maybe,pepperoni,cat,No,no preference,Yes,"1:37
+
+OMORI OST - 005 By Your Side.
+
+by OMOCAT"
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,Yes,19,Statistics,,,53715,43,11,No,pineapple,dog,Yes,early bird,No,called on me
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,Yes,19,Other (please provide details below).,Legal Studies,Information Science,53715,48.3707,-114.1866,No,sausage,cat,No,night owl,Maybe,When the Sun Hits by Slowdive
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,No,19,Engineering: Biomedical,,,53072,40.4111,-105.6413,No,pepperoni,neither,No,no preference,Maybe,"I have a wide range of music variety that I like, from Noah Khan to Pitbull I really don't have a preference. But recently I have been listening to brown eye girl by van morrison."
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,No,19,Engineering: Other,,,53706,26.142,81.7948,No,pepperoni,dog,Yes,early bird,Yes,Champagne Supernova by Oasis
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,Yes,19,Engineering: Mechanical,,,53706,42.4627,2.455,No,pepperoni,dog,No,night owl,Yes,Dreamer - Laufey
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,No,22,Business: Other,Business: Marketing. ,,53703,36.1993,117.0643,No,pepperoni,cat,No,night owl,Yes,Title: 雑踏、僕らの街 (Wrong World). Artist: TOGENASHI TOGEARI
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,No,20,Other (please provide details below).,Economics with Math Emphasis,certificates in data science and asian American studies,53706,25.033,121.5654,Maybe,basil/spinach,dog,Yes,night owl,Yes,Bolo by Penomeco 
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,No,19,Business: Information Systems,,,53703,41.8781,-87.6298,Maybe,pepperoni,dog,No,night owl,No,My Eyes - Travis Scott
+"COMP SCI 220:LAB343, COMP SCI 220:LEC004",LEC004,No,21,Other (please provide details below).,电子信息工程,,53703,31.2304,121.4737,Yes,sausage,cat,No,no preference,Yes,Without You -- Avicii
+"COMP SCI 220:LAB333, COMP SCI 220:LEC003",LEC003,No,18,Other (please provide details below).,Biochemistry,Neurobiology,53706,-13.532,-71.9675,No,mushroom,dog,No,night owl,Yes,"Drugs, Sex and Hella Melodies by Don Toliver"
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,No,19,Engineering: Mechanical,,,53706,41.8781,87.6298,No,none (just cheese),dog,Yes,early bird,Yes,Vienna Billy Joel
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,No,18,Other (please provide details below).,"Right now I’m undecided in the college of Letters and Science, but I’m thinking about applying to the school of engineering potentially.",,53706,58.4566,16.8331,Maybe,pepperoni,dog,Yes,night owl,Yes,get away from you— Jason Aldean
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,No,19,Engineering: Biomedical,,,53706,45.4384,10.9917,No,pepperoni,dog,No,night owl,Maybe,Si antes te hubiera conocido Karol G
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,No,19,Other (please provide details below).,Astronomy-Physics,,53706,46.0105,-95.6817,No,pineapple,cat,No,early bird,No,Let it Die - Foo Fighters
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,No,21,Data Science,,,53715,41.8781,-87.6298,Yes,sausage,cat,No,night owl,Maybe,Southern Nights by Glen Campbell
+"COMP SCI 220:LAB334, COMP SCI 220:LEC003",LEC003,No,18,Engineering: Biomedical,,,53706,40.7128,-74.006,No,pineapple,dog,No,night owl,Yes,Babydoll by Dominic Fike
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,Yes,19,Engineering: Biomedical,,Material Science and Engineering ,53706,40.416,-3.7,No,pepperoni,neither,No,early bird,Maybe,indigo- Sam Barber
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,Yes,19,Other (please provide details below).,Astronomy-Physics,Data Science,53711,31,121,Yes,pepperoni,neither,No,no preference,Maybe,"Shoulder of Giants, Various Artists (2009)"
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,No,20,Data Science,Data science,,53703,40.7128,-74.006,Yes,basil/spinach,neither,Yes,early bird,Yes,Love Song
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,Yes,18,Business: Information Systems,,Management ,53703,41.5933,-74.5039,No,basil/spinach,dog,No,night owl,No,One of my favorite songs is Umbrella by Rihanna. 
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,Yes,19,Other (please provide details below).,Atmospheric & Oceanic Sciences,,53711,35,139,Yes,pepperoni,cat,No,night owl,Maybe,
+"COMP SCI 220:LAB335, COMP SCI 220:LEC003",LEC003,Yes,19,Engineering: Mechanical,,,53706,40.015,105.2705,Maybe,sausage,dog,No,night owl,Yes,"Laramee
+
+Ritchy Mitch and the coal miners"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,No,,Business: Other,,,53706,31.23,121.47,Yes,sausage,cat,No,night owl,Yes,The race by Chris James 
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,Yes,20,Other (please provide details below).,Psychology ,none,53703,55.6761,12.5683,No,Other,dog,No,no preference,Yes,Precious by Depeche Mode is my absolute favorite song of all time
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,Yes,21,Science: Biology/Life,,Zoology & Conservation Biology,53703,35.6895,139.6917,No,pepperoni,cat,Yes,early bird,Maybe,"Give Me My Heart Back, Masked Wolf"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,,18,Mathematics/AMEP,,,53706,54.3722,18.6383,No,pepperoni,cat,No,no preference,Yes,"Toutes les machines ont un cœur
+
+Maëlle"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,Yes,19,Data Science,,Math based Economics,53705,34.6937,135.5022,Yes,Other,cat,No,night owl,Yes,"Higher, Creed"
+"COMP SCI 220:LAB331, COMP SCI 220:LEC003",LEC003,No,19,Data Science,,,53715,43.7102,7.262,Maybe,pepperoni,cat,No,early bird,Yes,Silver Lining - In Guards We Trust
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,No,19,Engineering: Mechanical,,,53706,43.0731,-89.4012,Maybe,sausage,dog,No,night owl,Yes,
+COMP SCI 319:LEC001,LEC001,,24,Science: Biology/Life,,,53711,33.9331,-83.3389,No,none (just cheese),cat,Yes,early bird,Maybe,"""Linger"" by The Cranberries"
+"COMP SCI 220:LEC003, COMP SCI 220:LAB336",LEC003,No,19,Science: Biology/Life,Global Health ,Conservation Biology with certificates in Data Science and Environmental Studies and Health Policy ,53715,40.7128,-74.006,Maybe,green pepper,dog,No,night owl,No,Where You Are by John Summit 
+"COMP SCI 220:LEC003, COMP SCI 220:LAB333",LEC003,No,19,Business: Finance,,other major: Risk Management ,53706,45.6793,-111.0466,Maybe,sausage,dog,Yes,night owl,Maybe,devil in a new dress- kanye west
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,Yes,20,Other (please provide details below).,Data Science.,Probably economics.,53706,56.4104,-5.4697,Maybe,basil/spinach,dog,No,night owl,Maybe,Surrender by Cheap Trick.
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,No,18,Engineering: Mechanical,,,53706,43.0686,-89.3988,No,pepperoni,dog,No,night owl,Maybe,"Hanging by a moment, Lifehouse"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,No,20,Other (please provide details below).,undecided,,53703,28.9704,118.8707,Yes,pineapple,dog,No,night owl,Yes,What She Hasn't Seen - The 1999
+"COMP SCI 220:LEC003, COMP SCI 220:LAB331",LEC003,Yes,18,Business: Information Systems,,I am doing a data science certificate.,53706,39444164,,Maybe,pepperoni,dog,No,night owl,Maybe,Blowing in the wind - Bob Dylan
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,Yes,18,Science: Other,Information Science,"English, language & linguistics",53703,43.0731,-89.4012,No,pepperoni,cat,No,night owl,No,La Seine - Vanessa Paradis
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,Yes,18,Science: Physics,,,53706,18.4655,-66.1057,No,none (just cheese),cat,No,night owl,Maybe,Rim Tim Tagi Dim by Baby Lasagna
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,Yes,19,Engineering: Biomedical,,,53715,12.9716,77.5946,No,green pepper,cat,No,no preference,Yes,In cold blood 
+"COMP SCI 220:LEC002, COMP SCI 220:LAB326",LEC002,Yes,18,Other (please provide details below).,"Art History, trying to get into business school ",,53706,46.2044,6.1432,No,pepperoni,dog,No,early bird,Yes,"Halo by Beyonce 
+
+someday from the movie Zombies 
+
+mojo so dope by kid kudi 
+
+hotline bling by drake 
+
+scar tissue by Red Hot Chili Peppers "
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,No,18,Engineering: Industrial,,,53706,-6.2615,106.8106,No,sausage,cat,Yes,early bird,Maybe,luther
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,No,18,Engineering: Biomedical,,,53706,42.2934,-83.5241,No,none (just cheese),dog,Yes,no preference,Maybe,linger by the cranberries
+"COMP SCI 220:LEC004, COMP SCI 220:LAB341",LEC004,No,20,Engineering: Biomedical,,,53715,46.8721,-113.994,No,pepperoni,dog,Yes,early bird,No,Sara by Fleetwood Mac
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,No,18,Data Science,,,53706,37.45,25.35,Yes,pepperoni,dog,Yes,night owl,Yes,"Luther, Sza & Kendrick Lamar"
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,Yes,19,Other (please provide details below).,Atmospheric and Oceanic Sciences ,,53149,40.3761,-105.5237,No,sausage,dog,Yes,early bird,Maybe,Silver Springs -Fleetwood Mac
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC004,No,19,Engineering: Biomedical,,,94022,41.8781,-87.6298,No,sausage,dog,No,early bird,Yes,Babel - Mumford and Sons 
+"COMP SCI 220:LEC002, COMP SCI 220:LAB322",LEC002,No,19,Business: Finance,,,53706,20.7984,-156.3319,No,mushroom,dog,Yes,early bird,No,"Burn, Burn, Burn - Zach Bryan"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,Yes,26,Engineering: Mechanical,,,53703,26.1219,-80.3975,No,none (just cheese),dog,Yes,early bird,Yes,Pitorro de Coco - Bad Bunny
+"COMP SCI 220:LEC001, COMP SCI 220:LAB314",LEC001,Yes,18,Other (please provide details below).,Information Science ,Journalism,53706,40.7306,-73.9352,No,pepperoni,dog,No,night owl,Yes,Push 2 Start by Tyla 
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,Yes,18,Engineering: Biomedical,,,53706,34.1347,-118.0516,Maybe,pepperoni,dog,No,night owl,Yes,Sweet Disposition - The Temper Trap
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,Yes,18,Business: Finance,,"Math, potentially data science as well",53706,40.6344,14.6026,Yes,Other,dog,No,night owl,No,Arms wide open by Creed
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,No,19,Data Science,,,53703,35.6895,139.6917,Yes,pineapple,cat,No,night owl,Maybe,Hiding In The Blue-TheFatRat
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,No,21,Data Science,,,53726,43.0722,89.4008,Yes,pepperoni,dog,No,no preference,Yes,BON VOYAGE! by Mika Ogawa
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,No,20,Engineering: Mechanical,,,53706,43.0338,-87.9208,No,pepperoni,cat,No,no preference,Maybe,"Come on, Come Over (Jaco Pastorius)"
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,No,19,Engineering: Biomedical,,,53706,25.761,-80.192,No,macaroni/pasta,dog,No,night owl,Yes,Seabird by the Alessi Brothers
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,Yes,20,Science: Other,"Economics, Data Science cert",ds cert,53703,41.8781,-87.6298,No,none (just cheese),cat,No,early bird,Maybe,jackie down the line - fontaines d.c.
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,Yes,19,Engineering: Mechanical,,,53706,78,15,No,pepperoni,dog,No,night owl,Yes,Seimeisei Syndrome by Camellia ft. Hatsune Miku
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,No,19,Business: Other,My primary major is Business: Operations and Technology Management,,53715,41.8781,87.6298,No,pepperoni,cat,No,night owl,Yes,"Give You the World - Steve Lacy
+
+Homecoming - Kanye West "
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,Yes,19,Engineering: Industrial,,,53715,38.5382,75.0587,No,pepperoni,neither,Yes,early bird,No,"After Hours, The Weekend"
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,Yes,18,Science: Physics,,,53706,40.7128,-74.006,No,none (just cheese),cat,No,night owl,Yes, benzi box by dangerdoom
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,No,18,Engineering: Mechanical,Mechanical Engineering,,53706,25.2048,55.2708,No,pepperoni,cat,Yes,night owl,Maybe,Travis Scott: K-pop
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,No,19,Science: Biology/Life,,,53715,23.6978,120.9605,Yes,mushroom,cat,No,night owl,Yes,Hazel Eyes - BoyWithUke
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,Yes,19,Science: Other,Biology & Environmental Science,Minor: French Language,53706,41.8781,87.6298,No,basil/spinach,dog,No,night owl,Yes,Stir Fry - Migos
+"COMP SCI 220:LAB312, COMP SCI 220:LEC001",LEC001,No,19,Other (please provide details below).,Economics,NA,53706,51.0543,3.7174,Maybe,pepperoni,dog,Yes,early bird,No,Chocolate by The 1975
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,No,18,Engineering: Mechanical,,,53706,46.0207,7.7491,No,none (just cheese),dog,Yes,no preference,Yes,nangs - tame impala 
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,No,21,Engineering: Other,Material Science and Engineering,Nuclear Engineering,53715,45.197,-89.647,No,sausage,dog,Yes,early bird,No,"Snow, Zach Bryan
+
+ "
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,No,18,Engineering: Biomedical,,,53706,46.3489,10.9072,No,mushroom,cat,No,early bird,No,Hysteria - Muse
+"COMP SCI 220:LAB321, COMP SCI 220:LEC002",LEC002,No,,Engineering: Industrial,,,53715,42.3611,-71.0571,Maybe,pineapple,dog,No,early bird,Yes,Burning Man by Dierks Bentley
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,No,18,Engineering: Mechanical,,,53706,36.5116,-104.9154,No,pepperoni,dog,Yes,no preference,Yes,Doolin-Dalton by the Eagles
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,No,20,Science: Biology/Life,,,53703,35.6895,139.6917,No,pepperoni,neither,No,night owl,Yes,SPECIALZ by King Gnu
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,No,19,Engineering: Biomedical,,,53706,44.2832,-88.3132,No,pepperoni,dog,No,night owl,Yes,Nobody Gets Me - SZA
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC002,No,18,Engineering: Mechanical,,,53706,31.2304,121.4737,No,sausage,dog,Yes,no preference,Yes,Room for You - grentperez and Lyn Lapid
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,Yes,,Science: Other,,,53705,31.9522,35.2332,No,basil/spinach,cat,No,no preference,Maybe,I don't know that's a tough question
+"COMP SCI 220:LAB346, COMP SCI 220:LEC004",LEC004,Yes,18,Data Science,,,53706,25,55,Yes,pepperoni,dog,Yes,no preference,No,no church in the wild by kanye
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,Yes,19,Data Science,,Accounting,53706,34.0522,-118.2437,Yes,pepperoni,dog,Yes,night owl,Yes,Use Somebody - Kings of Leon
+"COMP SCI 220:LAB314, COMP SCI 220:LEC001",LEC001,No,19,Engineering: Mechanical,,,53706,51.5074,-0.1278,No,mushroom,dog,No,night owl,Yes,Exit Music (For A Film) by Radiohead
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,No,19,Engineering: Industrial,,French,53715,48.2082,16.3738,No,pepperoni,cat,Yes,night owl,Maybe,Somebody to Love- Queen
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,No,19,Engineering: Mechanical,,,53715,21.1619,-86.8515,No,sausage,dog,No,night owl,Maybe,Sunflower - post malone
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,No,19,Engineering: Other,,,53706,30.1726,107.8857,No,Other,cat,No,night owl,Yes,Tango-ABIR
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,No,18,Engineering: Industrial,,,53706,41.8781,-87.6298,No,pineapple,dog,No,early bird,Maybe,Put Your Records On - Corrine Bailey Rae 
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,No,18,Data Science,,Mathematics,53706,49.4825,20.0318,Yes,green pepper,cat,No,early bird,No,Black by Pearl Jam
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,Yes,19,Engineering: Mechanical,,,53706,41.9028,12.4964,No,sausage,dog,Yes,no preference,Yes,One of these nights or After the Thrill is gone by the Eagles
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,No,20,Engineering: Mechanical,Mechanical Engineer,,53965,-1.1435,13.9002,No,sausage,dog,No,night owl,Yes,Burn burn burn by Zach bryan
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,No,21,Science: Biology/Life,,Music Performance ,53703,14.4423,121.044,No,mushroom,cat,Yes,early bird,Maybe,Strawberry Fields Forever - The Beatles
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,Yes,18,Engineering: Mechanical,,,53706,33.7501,84.3885,No,pepperoni,dog,Yes,no preference,Yes,Gasolina - Daddy Yanke
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,No,18,Data Science,,,53706,41.3851,2.1734,Yes,Other,dog,No,early bird,No,Runaway - Kanye West
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,No,19,Engineering: Mechanical,,,53706,45.78,88.5368,No,Other,dog,No,no preference,Yes,"Rockstar, Nickleback"
+COMP SCI 319:LEC001,LEC001,No,25,Other (please provide details below).,PhD student in Animal Sciences studying primarily rumen microbiology,none,53705,45.374,-84.9556,Maybe,mushroom,dog,Yes,early bird,No,Apple Charli xcx
+"COMP SCI 220:LEC001, COMP SCI 220:LAB316",LEC001,No,19,Data Science,,,53715,43.0731,-89.4012,Yes,basil/spinach,cat,No,early bird,No,let down - radiohead
+"COMP SCI 220:LAB313, COMP SCI 220:LEC001",LEC001,No,18,Engineering: Mechanical,,,53703,41.8781,-87.6298,Maybe,none (just cheese),dog,Yes,early bird,No,The Promise by When in Rome
+"COMP SCI 220:LEC001, COMP SCI 220:LAB315",LEC001,No,19,Engineering: Industrial,,,53706,59.9139,10.7522,Maybe,basil/spinach,dog,Yes,early bird,Maybe,wannabe spice girls
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,No,18,Data Science,,,53706,43.0731,-89.4012,Yes,Other,cat,Yes,early bird,Maybe,penny lane- the beatles
+"COMP SCI 220:LEC003, COMP SCI 220:LAB332",LEC003,Yes,19,Science: Other,"Social science, sociology",Data science,53703,41.8781,-87.6298,Maybe,basil/spinach,cat,No,night owl,Maybe,Lovely Day by Bill Withers
+"COMP SCI 220:LEC001, COMP SCI 220:LAB313",LEC001,No,19,Engineering: Mechanical,,,53706,46,7.7,No,pineapple,dog,Yes,no preference,No,"brandy 
+
+The looking glass"
+"COMP SCI 220:LEC004, COMP SCI 220:LAB346",LEC003,No,19,Other (please provide details below).,Integrative Animal Biology,"Atmospheric and Oceanic Sciences, Folklore certificate",53703,47.75,90.33,No,macaroni/pasta,cat,Yes,night owl,Yes,"Damage Gets Done by Hozier and Brandi Carlile, or Everybody Wants to Rule the World by Tears for Fears"
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,Yes,22,Statistics,,,53715,43.0731,-89.4012,No,pineapple,dog,Yes,early bird,Maybe,Counting Stars
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,No,21,Engineering: Biomedical,,,53703,6.2476,75.5658,No,pineapple,dog,No,early bird,No,isnt she lovely - Stevie Wonder
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,Yes,18,Science: Physics,,,53706,43.0731,-89.4012,No,sausage,cat,No,no preference,Maybe,Move Along - All American Rejects
+"COMP SCI 220:LEC001, COMP SCI 220:LAB311",LEC001,Yes,22,Engineering: Other,Electronic Computer Engineering,no,53703,24.9893,121.6583,Maybe,macaroni/pasta,dog,Yes,early bird,No,Alexander Hamilton——my shot
+"COMP SCI 220:LAB316, COMP SCI 220:LEC001",LEC001,No,19,Other (please provide details below).,Economics,n/a,53562,41.3851,2.1734,No,mushroom,dog,No,night owl,Maybe,Beer for my horses - Toby Keith
+"COMP SCI 220:LEC001, COMP SCI 220:LAB312",LEC001,No,18,Science: Physics,,,53706,47.5928,-120.6676,Maybe,pepperoni,cat,No,no preference,Yes,Work Song by Hozier
+"COMP SCI 220:LAB332, COMP SCI 220:LEC003",LEC003,No,18,Engineering: Biomedical,,,53706,18.582,-68.4055,No,pepperoni,dog,No,night owl,Yes,Vienna by billy joel 
+COMP SCI 319:LEC004,LEC004,Yes,27,Other (please provide details below).,Financial Economics,,53572,37.9838,23.7275,No,basil/spinach,dog,No,no preference,No,Mr Blue Sky by ELO
+"COMP SCI 220:LEC003, COMP SCI 220:LAB334",LEC003,Yes,18,Engineering: Biomedical,,,53706,41.3851,2.1734,No,mushroom,dog,Yes,early bird,Maybe,Homemade Dynamite by Lorde
+COMP SCI 319:LEC001,LEC001,Yes,35,Engineering: Other,Electrical and Computer Engineering,,53715,36.1839,113.1053,Maybe,sausage,neither,No,early bird,No,An‘he Bridge - Dongye Song
+"COMP SCI 220:LAB315, COMP SCI 220:LEC001",LEC001,No,18,Mathematics/AMEP,,,53706,48.8566,2.3522,Maybe,pineapple,dog,Yes,early bird,No,"FLY ME TO THE MOON
+
+Song by Claire Littley, Kotono Mitsuishi, and Yūko Miyamura"
+"COMP SCI 220:LAB311, COMP SCI 220:LEC001",LEC001,Yes,20,Engineering: Mechanical,,,53706,59.9139,10.7522,No,pepperoni,dog,Yes,early bird,No,Seven Nation Army by White Stripes
+"COMP SCI 220:LEC004, COMP SCI 220:LAB343",LEC001,Yes,19,Data Science,N/A,Economics,54706,43.8,125.3,Maybe,mushroom,dog,No,early bird,No,"wait for it 
+
+Leslie Odom Jr."
+"COMP SCI 220:LAB345, COMP SCI 220:LEC004",LEC004,Yes,20,Data Science,,,53715,34.2544,108.9418,Yes,pepperoni,dog,No,early bird,Maybe,Love Transfer by Eason Chan
diff --git a/s25/Louis_Lecture_Notes/19_JSON/cs571.json b/s25/Louis_Lecture_Notes/19_JSON/cs571.json
new file mode 100644
index 0000000..ba5fa2d
--- /dev/null
+++ b/s25/Louis_Lecture_Notes/19_JSON/cs571.json
@@ -0,0 +1,206 @@
+{
+    "msg": "Successfully got the latest messages!",
+    "page": 1,
+    "messages": [
+        {
+            "id": 393,
+            "poster": "q",
+            "title": "test2",
+            "content": "hello!",
+            "chatroom": "Bascom Hill Chatters",
+            "created": "2023-10-20T00:52:09.000Z"
+        },
+        {
+            "id": 391,
+            "poster": "q",
+            "title": "test1",
+            "content": "hello!",
+            "chatroom": "Bascom Hill Chatters",
+            "created": "2023-10-20T00:48:19.000Z"
+        },
+        {
+            "id": 375,
+            "poster": "newAnkit",
+            "title": "test",
+            "content": "test",
+            "chatroom": "Bascom Hill Chatters",
+            "created": "2023-10-19T22:19:52.000Z"
+        },
+        {
+            "id": 357,
+            "poster": "car",
+            "title": "Test",
+            "content": "vroom",
+            "chatroom": "Bascom Hill Chatters",
+            "created": "2023-10-19T21:32:50.000Z"
+        },
+        {
+            "id": 354,
+            "poster": "user",
+            "title": "test",
+            "content": "test",
+            "chatroom": "Bascom Hill Chatters",
+            "created": "2023-10-19T21:31:17.000Z"
+        },
+        {
+            "id": 350,
+            "poster": "user",
+            "title": "Test",
+            "content": "Test",
+            "chatroom": "Bascom Hill Chatters",
+            "created": "2023-10-19T21:17:04.000Z"
+        },
+        {
+            "id": 349,
+            "poster": "testaccmc1234",
+            "title": "Testing Testing 7 8 9",
+            "content": "Even MORE generic content",
+            "chatroom": "Bascom Hill Chatters",
+            "created": "2023-10-19T21:11:48.000Z"
+        },
+        {
+            "id": 348,
+            "poster": "testaccmc1234",
+            "title": "Testing Testing 4 5 6",
+            "content": "More generic posting content",
+            "chatroom": "Bascom Hill Chatters",
+            "created": "2023-10-19T21:08:56.000Z"
+        },
+        {
+            "id": 345,
+            "poster": "user",
+            "title": "I need this to be a generic title",
+            "content": "I need this to be generic content",
+            "chatroom": "Bascom Hill Chatters",
+            "created": "2023-10-19T20:19:33.000Z"
+        },
+        {
+            "id": 323,
+            "poster": "testtesttest1",
+            "title": "testtets",
+            "content": "tttt",
+            "chatroom": "Bascom Hill Chatters",
+            "created": "2023-10-19T18:17:04.000Z"
+        },
+        {
+            "id": 320,
+            "poster": "chase",
+            "title": "UI is cool",
+            "content": "i <3 react",
+            "chatroom": "Bascom Hill Chatters",
+            "created": "2023-10-19T18:04:36.000Z"
+        },
+        {
+            "id": 314,
+            "poster": "k.dot",
+            "title": "poem",
+            "content": "so I went running for answers",
+            "chatroom": "Bascom Hill Chatters",
+            "created": "2023-10-19T17:24:32.000Z"
+        },
+        {
+            "id": 313,
+            "poster": "k.dot",
+            "title": "poem",
+            "content": "The evils of lucy was all around me",
+            "chatroom": "Bascom Hill Chatters",
+            "created": "2023-10-19T17:24:22.000Z"
+        },
+        {
+            "id": 312,
+            "poster": "k.dot",
+            "title": "poem",
+            "content": "I didn't want to self destruct",
+            "chatroom": "Bascom Hill Chatters",
+            "created": "2023-10-19T17:24:03.000Z"
+        },
+        {
+            "id": 311,
+            "poster": "k.dot",
+            "title": "poem",
+            "content": "found myself screaming in a hotel room",
+            "chatroom": "Bascom Hill Chatters",
+            "created": "2023-10-19T17:23:51.000Z"
+        },
+        {
+            "id": 310,
+            "poster": "k.dot",
+            "title": "poem",
+            "content": "resentment that turned into a great depressions",
+            "chatroom": "Bascom Hill Chatters",
+            "created": "2023-10-19T17:22:17.000Z"
+        },
+        {
+            "id": 309,
+            "poster": "k.dot",
+            "title": "poem",
+            "content": "abusing my power full of resentment",
+            "chatroom": "Bascom Hill Chatters",
+            "created": "2023-10-19T17:22:01.000Z"
+        },
+        {
+            "id": 308,
+            "poster": "k.dot",
+            "title": "poem",
+            "content": "sometimes I did the same",
+            "chatroom": "Bascom Hill Chatters",
+            "created": "2023-10-19T17:21:43.000Z"
+        },
+        {
+            "id": 307,
+            "poster": "k.dot",
+            "title": "poem",
+            "content": "I remember you was conflicted misusing your influence",
+            "chatroom": "Bascom Hill Chatters",
+            "created": "2023-10-19T17:21:14.000Z"
+        },
+        {
+            "id": 302,
+            "poster": "g",
+            "title": "test",
+            "content": "r",
+            "chatroom": "Bascom Hill Chatters",
+            "created": "2023-10-19T17:11:47.000Z"
+        },
+        {
+            "id": 297,
+            "poster": "b",
+            "title": "Test",
+            "content": "Hello",
+            "chatroom": "Bascom Hill Chatters",
+            "created": "2023-10-19T16:10:44.000Z"
+        },
+        {
+            "id": 295,
+            "poster": "w",
+            "title": "hello",
+            "content": "hello",
+            "chatroom": "Bascom Hill Chatters",
+            "created": "2023-10-19T16:09:42.000Z"
+        },
+        {
+            "id": 271,
+            "poster": "krirk1",
+            "title": "Good luck everyone",
+            "content": "You got this!",
+            "chatroom": "Bascom Hill Chatters",
+            "created": "2023-10-19T07:09:12.000Z"
+        },
+        {
+            "id": 262,
+            "poster": "robert",
+            "title": "test again",
+            "content": "test again",
+            "chatroom": "Bascom Hill Chatters",
+            "created": "2023-10-19T06:32:45.000Z"
+        },
+        {
+            "id": 261,
+            "poster": "robert",
+            "title": "test",
+            "content": "test",
+            "chatroom": "Bascom Hill Chatters",
+            "created": "2023-10-19T06:31:59.000Z"
+        }
+    ]
+}
\ No newline at end of file
diff --git a/s25/Louis_Lecture_Notes/19_JSON/kiva.json b/s25/Louis_Lecture_Notes/19_JSON/kiva.json
new file mode 100644
index 0000000..8495da0
--- /dev/null
+++ b/s25/Louis_Lecture_Notes/19_JSON/kiva.json
@@ -0,0 +1,75 @@
+{
+  "data": {
+    "lend": {
+      "loans": {
+        "values": [
+          {
+            "name": "Polikseni",
+            "description": "Polikseni is 70 years old and married. She and her husband are both retired and their main income is a retirement pension of $106 a month for Polikseni and disability income for her husband of $289 a month. <br /><br />Polikseni's husband, even though disabled, works in a very small shop as a watchmaker on short hours, just to provide additional income for his family and to feel useful. Polikseni's husband needs constant medical treatment due to his health problems. She requested another loan, which she will use to continue paying for the therapy her husband needs. With a part of the loan, she is going to pay the remainder of the previous loan.",
+            "loanAmount": "1325.00",
+            "geocode": {
+              "city": "Korce",
+              "country": {
+                "name": "Albania",
+                "region": "Eastern Europe",
+                "fundsLentInCountry": 9051250
+              }
+            }
+          },
+          {
+            "name": "Safarmo",
+            "description": "Safarmo is 47 years old. She lives with her husband and her children in Khuroson district. <br /><br />Safarmo is a seamstress. She has been engaged in sewing for 10 years. She learned this activity with help of her mother and elder sister. <br /><br />Safarmo's sewing machine is old and she cannot work well. Her difficulty is lack of money. That’s why she applied for a loan to buy a new modern sewing machine. <br /><br />Safarmo needs your support.",
+            "loanAmount": "1075.00",
+            "geocode": {
+              "city": "Khuroson",
+              "country": {
+                "name": "Tajikistan",
+                "region": "Asia",
+                "fundsLentInCountry": 64243075
+              }
+            }
+          },
+          {
+            "name": "Elizabeth",
+            "description": "Elizabeth is a mom blessed with five lovely children, who are her greatest motivation in life.  She lives in the Natuu area of Kenya.  Elizabeth is one of the most hardworking women in sub-Saharan Africa.  Being a mother and living in a poor country has never been an excuse for Elizabeth, who has practiced mixed farming for the past few years.<br /><br />The cultural expectations in her area contribute to the notion that men should support their families.  However, Elizabeth works independently for the success of her children.  She perseveres because she wants to provide a better future for them.<br /><br />Elizabeth  has always loved farming. She is a very proud farmer and enjoys milking her dairy cows.  Elizabeth keeps poultry and grows crops, but she has not been making a good profit because of poor farming inputs. <br /><br />Elizabeth will use this loan to buy farm inputs and purchase high-quality seeds and good fertilizer to improve her crop production.  Modern farming requires the use of modern techniques, and, therefore, using high-quality seeds will assure her of a bumper harvest and increased profit levels.<br /><br />Elizabeth  is very visionary.  Her goal for the season is to boost her crop production over the previous year.",
+            "loanAmount": "800.00",
+            "geocode": {
+              "city": "Matuu",
+              "country": {
+                "name": "Kenya",
+                "region": "Africa",
+                "fundsLentInCountry": 120841775
+              }
+            }
+          },
+          {
+            "name": "Ester",
+            "description": "Ester believes that this year is her year of prosperity. Ester is a hardworking, progressive and honest farmer from a very remote village in the Kitale area of Kenya. This area is very fertile, with favorable weather patterns that support farming activities. Ester is happily married and the proud mother of lovely children. Together, they live on a small piece of land that she really treasures. Her primary sources of income are eggs and milk.<br /><br />Although this humble and industrious mother makes a profit, she faces the challenge of not being able to produce enough to meet the readily available market. Therefore, she is seeking funds from Kiva lenders to buy farm inputs such as good fertilizer and good-quality seeds. Through this loan, Ester should double her production, and this will translate into increased income. She then intends to save more money in the future so that she can develop her farming.<br /><br />One objective that Juhudi Kilimo aims at fulfilling is increasing the ease of accessing farm inputs and income-generating assets for farmers. Through the intervention of Juhudi Kilimo and Kiva, inputs such as fertilizers and pesticides have become more accessible to its members than buying a bottle of water. Ester is very optimistic and believes this loan will change her life completely.",
+            "loanAmount": "275.00",
+            "geocode": {
+              "city": "Kitale",
+              "country": {
+                "name": "Kenya",
+                "region": "Africa",
+                "fundsLentInCountry": 120841775
+              }
+            }
+          },
+          {
+            "name": "Cherifa",
+            "description": "Cherifa is married, 57 years old with two children. She caters and also sells the local drink. She asks for credit to buy the necessities, in particular bags of anchovies, bags of maize and bundles of firewood. She wants to have enough income to run the house well.",
+            "loanAmount": "875.00",
+            "geocode": {
+              "city": "Agoe",
+              "country": {
+                "name": "Togo",
+                "region": "Africa",
+                "fundsLentInCountry": 13719125
+              }
+            }
+          }
+        ]
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/s25/Louis_Lecture_Notes/19_JSON/score_history.json b/s25/Louis_Lecture_Notes/19_JSON/score_history.json
new file mode 100644
index 0000000..f08f53e
--- /dev/null
+++ b/s25/Louis_Lecture_Notes/19_JSON/score_history.json
@@ -0,0 +1,14 @@
+{
+  "bob": [
+    20.0,
+    10.0
+  ],
+  "alice": [
+    30.0,
+    20.0
+  ],
+  "meena": [
+    100.0,
+    10.0
+  ]
+}
\ No newline at end of file
-- 
GitLab