From 7eebc721545b20bbb39da3c2a006793fcbee39bf Mon Sep 17 00:00:00 2001 From: Antoine Neuraz <5528070+aneuraz@users.noreply.github.com> Date: Thu, 21 Nov 2019 18:31:13 +0100 Subject: [PATCH] course 7 --- courses/07_time_text.Rmd | 193 +++++++++++++ courses/07_time_text.html | 259 ++++++++++++++++++ .../figure-html/unnamed-chunk-3-1.png | Bin 0 -> 14872 bytes courses/img/Night_Photography.jpg | Bin 0 -> 6490725 bytes courses/img/bubblecloud.png | Bin 0 -> 210259 bytes courses/img/concordanceplot.png | Bin 0 -> 55748 bytes courses/img/dissertation.png | Bin 0 -> 241360 bytes courses/img/eventflow.png | Bin 0 -> 1170118 bytes courses/img/fingerprints.png | Bin 0 -> 178863 bytes courses/img/heatmap.png | Bin 0 -> 289584 bytes courses/img/litterary.png | Bin 0 -> 586678 bytes courses/img/nightingale.png | Bin 0 -> 747080 bytes courses/img/origins_species.png | Bin 0 -> 110906 bytes courses/img/seismes.png | Bin 0 -> 4147212 bytes courses/img/sentence_drawing.png | Bin 0 -> 68005 bytes courses/img/stereotropes.png | Bin 0 -> 113498 bytes courses/img/streamgraph.png | Bin 0 -> 299123 bytes courses/img/textarc.png | Bin 0 -> 531626 bytes courses/img/textual_data_levels.afdesign | Bin 0 -> 44074 bytes courses/img/textual_data_levels.png | Bin 0 -> 67781 bytes courses/img/trulia.png | Bin 0 -> 291962 bytes courses/img/walmart.png | Bin 0 -> 857282 bytes courses/img/word_cloud_analytic.png | Bin 0 -> 313563 bytes courses/img/word_tree.png | Bin 0 -> 259916 bytes courses/img/wordcloud.png | Bin 0 -> 375591 bytes courses/img/wordwanderer.png | Bin 0 -> 179346 bytes 26 files changed, 452 insertions(+) create mode 100644 courses/07_time_text.Rmd create mode 100644 courses/07_time_text.html create mode 100644 courses/07_time_text_files/figure-html/unnamed-chunk-3-1.png create mode 100644 courses/img/Night_Photography.jpg create mode 100644 courses/img/bubblecloud.png create mode 100644 courses/img/concordanceplot.png create mode 100644 courses/img/dissertation.png create mode 100644 courses/img/eventflow.png create mode 100644 courses/img/fingerprints.png create mode 100644 courses/img/heatmap.png create mode 100644 courses/img/litterary.png create mode 100644 courses/img/nightingale.png create mode 100644 courses/img/origins_species.png create mode 100644 courses/img/seismes.png create mode 100644 courses/img/sentence_drawing.png create mode 100644 courses/img/stereotropes.png create mode 100644 courses/img/streamgraph.png create mode 100644 courses/img/textarc.png create mode 100644 courses/img/textual_data_levels.afdesign create mode 100644 courses/img/textual_data_levels.png create mode 100644 courses/img/trulia.png create mode 100644 courses/img/walmart.png create mode 100644 courses/img/word_cloud_analytic.png create mode 100644 courses/img/word_tree.png create mode 100644 courses/img/wordcloud.png create mode 100644 courses/img/wordwanderer.png diff --git a/courses/07_time_text.Rmd b/courses/07_time_text.Rmd new file mode 100644 index 0000000..7387a2e --- /dev/null +++ b/courses/07_time_text.Rmd @@ -0,0 +1,193 @@ +--- +title: "Cours 07 - Données temporelles et textuelles" +author: "Antoine Neuraz" +date: "22/11/2019" +output: + xaringan::moon_reader: + css: ['default','css/my_style.css'] + lib_dir: libs + seal: false + nature: + ratio: '4:3' + countIncrementalSlides: false + self-contained: true + beforeInit: "addons/macros.js" +--- + +```{r, include = F} +library(ggplot2) +library(dplyr) +library(stringi) +``` + + +--- +class: center, full + +![](img/seismes.png) +[https://frama.link/viz-seismes]() + +--- +class: center, middle, inverse + +# Visualisation de données textuelles + +--- +class: center +## Données textuelles ? + +![:scale 90%](img/textual_data_levels.png) + +--- +class:center, middle + +# Taille + +--- +class: center +## Word cloud + +![](img/wordcloud.png) +--- +## Word cloud plus analytique + +![](img/word_cloud_analytic.png) +--- + +## Bubble cloud + +![](img/bubblecloud.png) + +[Bubble Cloud](https://archive.nytimes.com/www.nytimes.com/interactive/2012/09/06/us/politics/convention-word-counts.html) + +--- +class: center, middle + +# Position + +--- +## Text arc by Bradford Paley + +![](img/textarc.png) + +[version Interactive](https://vallandingham.me/textarc/) + +--- +## Stereotropes + +![:scale 85%](img/stereotropes.png) +[stereotropes](http://stereotropes.bocoup.com/gender) + +--- +## Wordwanderer + +![](img/wordwanderer.png) + +[http://wordwanderer.org/]() + +--- +class: center, middle + +# Structure + +--- +## Concordance + +![](img/concordanceplot.png) +[Quick concordance plot](https://vallandingham.me/concordance_plot/) + +--- +## Fingerprint + +![:scale 85%](img/fingerprints.png) + +[litterature fingerprints](https://kops.uni-konstanz.de/bitstream/handle/123456789/5492/Literature_Fingerprinting.pdf) + +--- +## Word tree + +![](img/word_tree.png) +[Word tree](https://www.jasondavies.com/wordtree/?source=alice-in-wonderland.txt&prefix=alice%20to) + +--- +## Origins of species + +![](img/origins_species.png) + +[https://fathom.info/traces/]() + +--- +class: center +## Dissertation browser + +![:scale 70%](img/dissertation.png) + +[Dissertation browser](https://www-nlp.stanford.edu/projects/dissertations/browser.html) + +--- +## Literary Organism + +![](img/litterary.png) + +--- +## Sentence drawing + +![](img/sentence_drawing.png) + +[sentence drawings](https://vallandingham.me/sentence_drawings/#1984) + +--- +class: center, middle, inverse + +# Visualisation de données temporelles + +--- +class: full, center +![:abs 100%, 0, 0](img/Night_Photography.jpg) + +--- +## Bien sur: le line chart + +![](img/playfair.png) + +--- +## ou encore : Minard + +![](img/minard.png) + +--- +## Rose diagram (polar area) + +![](img/nightingale.png) +#### Nightingale (1856) + +--- +## Heatmap + +![:scale 80%](img/trulia.png) + +[interactive](https://visual.ly/community/interactive-graphic/business/house-hunting) + +--- +class: center +## Gapminder + + + +--- +## divide and conquer + +![](img/walmart.png) + +--- +## Streamgraph + +![](img/streamgraph.png) + +--- +class: center +## Eventflow + + + +[Eventlow](https://hcil.umd.edu/eventflow/) diff --git a/courses/07_time_text.html b/courses/07_time_text.html new file mode 100644 index 0000000..b54be0b --- /dev/null +++ b/courses/07_time_text.html @@ -0,0 +1,259 @@ + + +
+7Fee<0q$0izN!(ogc#ZfjW`Z`^{(BQuj8OhR^i$tKTx_ zDaMjjqkG{+wu0q*(j$GMz|MfdnO4^=C#=_A4OyQvyO7&!*r2;P(P7ir4T`+kty>ru zzK5)@;2$(O?D}m$nXi(p6?!gukA`SHTowa^;{@iN*S)RIKzP{v*Ad<8XB;CmGE5E{ zNQ|H+kKiS24-))gzmra&LZmX6HsapAu_=ymFT3`qTWgHVAtu+T5uyLamY_%L{4&DdMvviRo>k#$cR>TvgbkdF+v_SVjiXPQ+_y!i1Dm!FM1MW*+Q z=;!*|Wcszm=SB`ivEe9b)2}v6)!m)(g_#?U2mcLkpbhub#?hp?<@AskN_07UN4w^& zwWpL}ycW~6cf4JXAxrJc;qgUwu9-v95g;fZ_hA&fM;_hzi6TFPz;wtPpKZm7O5d6h zVcOP2gbsF^aXWRzp)UG>w_*yUqY|of6kjTkLx&I5+?zB($U)s7ntGErqupI> viQ}Vh)R`4>TA9@3TvtA751<3*i%J zO2uLzgbT4$c@2&$ulSxd5rK^*anN>8(C_jco|}-Y8yp=d6 _C#T#1TPLT>enwN%~z@ zXVa~1BJr5 *I^OY~ zjQqGA%fW6jqc1cuvgP(8R8p)d^uOEn3ZNwrIawyZ7OU|h$LIpCoy*0m&^I`^yKG>D zxUu&AfQM8Aha|ERd!RA_eK3C%8ZIOCifRwO@Q}F zToQZ*q>+pzHr%-V9z9t zaUQTU{M(+;D7}wSWjkI%G{7jYo-M&);(HjfGgGI5{7Tr9E4PVq**wlA6tN#Z#7|Db zQ6z;*6~48_6Ii1>0 zx#fPFe%>rGTFH>r1$6|tLS(2zKMk0SCEK9jPc zZ$^!^qu+G;x4lk_NY}}MfeI%?hM*I;cr5tUHC=8M69xVZOOW}BC1c&VZxd$C!ER+| zjXTxi*C=s1X)#=&MolU0-^6*_6-kc!KnTCYdZH{#HCy6UKn`I0^}#GI&B3|vZizrq zeU
&`NlTevOKLokOXu5wKlcfByVQ7ZnhAfl2krM!cUD zjrb=8+6=p=>D$@*3jGI^@*T4*rgTuOjgB0?qE}S~*-tRnqVlZFK8o5;za)6AqNMcO zi9a(SJ0an7R~t?kaZfGnp2xD5ZGYPoJ{x;l|zv$u|VrWhj#N^JgY^d&!E zURjAQxn@Bl=BGq6;P6CR*){df^Xsz7!w7LAo;jAeTpU>$z4HJvuQ|$S>VBYkHv&R- z{q;rOYFpqvty;UOM@vB<`+1bGol?&}l!~HYM~g)SQr;8)AXPfR{~zqUuipo?^30~< z=tGm|Kbuv3T@J8K(Ll`OW3|#9tuMAdxA7~3O|!41cA+ct@$8nfvvW|x39#K?x_vFW zBuczG5f)POemIc6nY0BDd!peb@2&_^R-kVxt@ !^exrM)X^6sR>dcd+jv8>tw#}phX6v23DS5AWjlS1ET=D?8Lqdc+F+OP# zGj}-9y~Dcf8}b=vgLwP{lBskd?yhDrR{Hk0&@#A;9lZ?GPs~yHDYcB^?mL?Kv0q7& z!h$^|uq9w+#|L}Xnq_rOd)B|M8+D3xXZt1xXgj}Kg(G%>r^KrlF{rh(zFsZ7huzlE z`B1=}2tEoxznU^~)iAk{3v>23KlhNvB0dXHcw>2!0##MOJV*v#?!De;8RwIS+1a)S z bRgjvQNDkNLvz4*&QN&ahz_=u&Rn{C)LT z#zZg0q N>msAe#`?a!i@70QVZ zqoPGk4}_Rt>B6=OYji|MzU __N}27_ki zR{_LGezYET&l4hx6`tz?{gN$^M2_Fn=hn5?O$7&0fYGdgtBI;O#K7M0T^_A=>TYMQ zy#)C7-MUzBgHSZ!IT7Z*EnmQK9YUBT(164#GYFHoyL;iX3;8@EjNTs()b*RxbtJ7U zi)OwGX~W&^RWO_>k_pX~$SEmuUM6 +zA8pV}p0*@*=+D?CLo*M@$e2sZ| z@K-e(xKq8$A@?O@lFX^Yols#z>kAI_!T={-H2l?1aR?)9G2M1%krtn`J@;L`+Wt^j zLPEmoFVTf0koTzoONY{hE}O&o?`j@wbWy+QJlmTSH?ra<0VcNr_1QcFW6ve@cCSf5 zhS0#nm7Z-h4toFdPf;|FwFYyf`GECO)*E~CD?Q&wevyy{|J_JP+()Ih6PVz~mQco$ zTq5cr*A;oJkIyip5zaU?<~z=UMj0aZtAGgfr3T-aG`g3z36^Vq3Ibb>%`N#{bitQ7 zL)3Ac_8;;Vz=NdA(W){q%$X-UQ`#WaV?!=4RT?*Y*QC7os>$ee@<$Q9@NkK0&wi@% zS?Mi^E1&O9*94FAl7T#!kO~@8yBPSO;*dwb8Vk=TMFlF$0tvy-zn-=&?;ZFk#QOO0 ztK`RY0v>yYfw=TI;($j4-L_u(9RZ-Q1p9t#xX0T40BX9#D2FNTw)JJBi|ye _Z$BdPO zzJ93L;9?c%BLyVw#=K%Q6|0Hgzhqs?2ukNUz(*qs;vRdWKaz=wi9sf;>#{Le8jN-y ze-W*%;pF@sDf|MD>XDL~LG{}gvXA31>3ua#$5yCLABcJEW!mccvjJFUMB_ZC&VsH< zc^;UOxDymVh2F6`U7lEHIfiM4es%<;bDv(ykW@ll`F+Q)1lCAS`=|KTc2im#lNBm7 zd%gjkPB+xnsC2o^_j)jqE!O!JzvIx@Mv>Tg2u$@k0_QfsD0syZWFpgNqlcu8+hvWG z;NhtRDgR3{V5NS0xv{^qn+}?rGA#vhv@tOGUvOIWYiugrwsn8qOT7g&FjlFEwFKgQ zt^N*jRlRl+2QxP|u9iB*g^YF@+^=T=7lsLs kMTiex#o;6j zDF4^2ko+CxhP;;SB=IuEXV3Cq?A5O;H&9z=<<9=m{ZDn0HW} 4o;YPW+Tc7n5q(j z*PAb^WAcBm7WWs;(q2Q6n=GaRpv;ka0-#K4QEZ2-V-PvU6@r4=5;+9#rNPN4klh`V z=LY YEW^Mc} 5=L;D1t5Aw*H)6;Xv{iVNS_TmLQ_RfUDD0gIr^DuX*8n{8p&L?36D1`8`+lp*Kz zpmyiYcnZa5Xlwp^vtzk3>)G9Xg+1`JH{t;Y)8r_NrtGx@hDYn|rETu3kMpZAB#CK@ z?}e)IbKO{&paM8)$hm-s6a@ZIS-;#^vYnCh0kIRC(}LfbGKjC{_>M)fCquyvMtjF< zzJiHI^*{#yVKfU`{kRv*iN&XFb_nPV(V-eq5Aq6kN){P(dIp(Jd2MSL7LQ!7vnkFQ zRV<+|uEZ&br(A9>-Ec>fbXWpUh!$ylpVS}Dp1+f^Ad7{Kml<)56sV2(9Eh1ZP&lll z@ED|@f}Bey@^?Fk-+b&y_(1cO77QWveRA0z9vuLj>TrC +Y?K-%#h<%)$3$pRu!cR^R8;&iR;Oq|8;n8hUoCHqy8tT{pwJmjvJ~slQ{V; z56bZRT2Y5t_PdLrfRisR8#w{SPIA=4pLkIv6}VT=K~n%*3I&OA-~kEhW_@J##VPZ~ z!M03-B%Q@GE3SgbM?0j+|Hj*B11+S{ybEXZPhJ@3;qFXbKd7DD%qCHRlt(kzu3E`O zh3|gG%Dx5Poeu=X(Z30kVrchlm90PfCa`0Fp~Im5>s{?l{CC#iy7BT*{)Gi0;tfjY zXZUOmvp#lSe&2M|$K~>GO9vH78i$=Rf@Wd_V0<4CC4v!Q7huN>D BJ^wJWA*EKPc z`7<@Psit?KpaZndR!Qc}U+*Gkmd Dg1jhS LwEA1`RQ6Ncml2&3+A!FGN}8 zmnHB&D_)pRt^o(_m|D%=ZX8D6t5=6|q-#9uXYnTL>fV)=1z1K!L>#5jkBgSLN)!S& zw`DF$Y~E&u71P)3dr^7&9<$$5ssOrJ8RkPb#9x-z0ys~k@)(FOh5^{$&qEAO-Q8~p z8LE6(kpS4|z7&FvRSPiN1qdD`yX}3R>y_#YPc?Z}wNdpfOTwqJVdL(A-&g_d9j*2< zzZuL__QP+2{3NK8T3-?Peeke8jP#TOX^Kxzga!!oC?#_O+ 6ec#OFR|ln?#u4~2gT1CrhKj0NlX2hDB0^U8_Hu-oQvm$sHMGbk ;5O%7mD@xWX0$WPi}Gga9EmK*D%CsKNHteY9Wg%C8`K>(doZrBgT%0pYvJY zca4j%6rf}=O*QJfez7OBmW@B62#DxK>SM!`v_!?UOtyAOy|uk`j5Datcwm8tA6+Y` zAYfq-p7TYgQ7umgUqUmCqOUQ)law(LXvL>+VmP>zbc7v+M$+|7o5=p9(cPW-H(E2> z;QAcofY)8^?^sM91GJaj6Xb?>NU(I#z?@XMJE{%!f-TC xY%0?8)=QqTW1DKz zaT|8Bp@IhljucEX(#wSVdtO>1q&B3hN$@{@*il8j(%cV39z KsprK?ywt>I=z1EIA2591-&vrmDrc*xS;@Eet` zQ`6HV$#S7zRWOTWg1S@&s?H!o?uX^`vEq>NJ+94(JSV(&ns?5r^X+F8rO-) wA8qs9v$%uyZSl;v9%Brl?f+H6QjPTC*ixLt3CDgS0%Q!P2 zg90fFJKr>!M#=U4fV;-Uw>mi3^(1XekHuE9L7v0f_V}FtpB?B!(3f134nWui9FEky zt`9L;`*IvDssjW^O!H0wM}+PkrRkaYjjfTlCdlYR(<+y$)$|`;Tk%09)Oe$AK1_Pr znNicz({~p>IeroDRSseZ-m)s(z%O4|ynxfHc|56c7bCv++jV}X+B(l?H cx>EUZcl{1n*FFb#m&*Yi5LnHs*bbMH6$}{2+14h@0lK`4J1# zLtd-CB;^8-%#^ly9q5%AR%k}TbpXz25`$+} h_-S8EvXn9W)5UaipvQj7c4+N@Kt5NpXaLT*`zjo zFomP}d-M)L4 VJCZY2EbQXg6scp=mmJcRlto@HsMDM zPIEuzG=P@imj*(OXouOZ18BX)caTA^fX)2WAnmm1=YiXjAX^A(I0rFW&C$|n&vFw; zzV!N1`O0mdIynNTrj@6F_t^isUV&wC8mJq$I8%$Kc2p>p#dD73&YC2y>tpePg4F`% zIoKF*ZCYdDJReTPJlfI2)Ci>crlBv;Woy8hzKo=O!+!GjkG# Hp5pLB}>o%4VjPXG2)%HvyQ)(cK zU_(;Aer2ENPq~W;34=GvGNOqSD_sTD(HguB6af rmmaq-H5o3V(~%lr%f^HGBy8`o@Muw49d12zlZ_^Mj OAs2h|kRS4p{m?>L zb +P5(y)zPbd& zUam`>l1W86cs-sGAe`WAvlJ -yfH!17i-o;y z_vs{Vhy-%z^gE}7OO4<}BGEDE>C2?d>;YB}C<61~>&JvjVre^7;WgoU*aG{p5=Tm% z+wC~0IWxo*xH!jQx=XOB@~uY-zBhy`7gL bp^GjeNc;HJ5zRbz00Xnhi6ntXQ%_2M&w0|79YY?FPAToE?123>&yLM;7%2 zn8Emg Fa}F)44V<1Gko_Ar)V1 zKhyX3Pu@t45@Fa53kwUZ(3~3uF)lE{S7qJ!W&DHD9x8Sc=JUXltk%z~tE;EbJa+j@ zuP(_2dS%qMAjIPbBYPZRUmM?}xK?=AjvCT}SD04l`G@G}WH8(X6pYU!Vzhf~hQTF9jk-YN7iAN_fAhH{^Ra6m=mJ uo5E B4DZodD7k%uyfNUWwRtuBWRn>=6alk(`l`~g{t=#hco zxPwC5`#z`pO))A7D%R6Tz6Of(-S5#dBk_+CUX_cY55R|y^Zl+)hrcM3%&pL?TmeDz zM5c`)7qsev&dX1Amcfh3D?PD=>eNxR;<~`)=YwehZ|;47noysjkLlo4Edh|rhl)Hx z2X*@^o|4~54l!D0$sIUupW8V1z}Vk?Y7teS=U9POO$@kRp?6vC#4Z9E=k@tYEQ-!R za+LrCgc9IUQW9<#_?)T7)+k4FD6<<-B<^@Z?>7p8Y1*n>0Mgf3@i935n0-7hDJKiy z)p(TfH}6^e^lo!F$Vrg 2Tx29fscT|FS@t@j|4*{igo&> z7YpUl+H@TC0=1~5d_CK!rzb;t`l!oX>;@9~Or)$Qk)QNuHJdau|N6ksHTRr~8~1v1 z*fi*#LHx6ILw~4A+l;d73;+t!!KJ6 -&sZqH8hM~V(Lk(w?}W{u>S*L zOHndD?n0`}rg4MIv&6OzU{Py2ySlJ3?!nDsDGoqJhRy8_KQ7eB8TaxqvHCtA>=t{( z1?DCzDk>6q3`DZZJ=A`n0{M96wrB3~7CE2TEMll4GY(=ajaZlk_T9}iTmAjq{LVH< z6z7&S51d+mxP-|R$vtk=-=CkxpLnu92)ZODc8~uvOZE@e_RD`~Qosla2 bHzaJsqu9o{*uL{};}u-^WF3e7CvGg}V $?-s7AIV?J z4S%%386Gcsx_YMAz|4n%*$qL +i$sYpcHx?^?hmyPY&eM9jj1ME)eSf+1gji zz3Ds|WCH2Q@{N5Mkl Zn6F!=5zSC@ z#}e9HR5YyFK9l=K`h4+T^v7BoZ9-Cro;5oxvh8$lF5~-Ko(DswAIF&y;gFIyZKLS_ z^8oW0l98?}IiAbd7r<@vOr)P=A3HRJR(7CRitsh`ej={Wfu_XZw~9mcSTBOE#x_B~ z21;!VGU$$R$a6OHl^owA<>xgWn*#eOTim)S{~_Ps&vk~WUgiAmWVWMU<3S!%(Pj-? zM2tAjxX=C}K1!p*Qc-^ADC(`Xn5cgn0*$CNxRroj&=M=Tu@#vHhTniwmj!@L`+Fc0 z-Qki-*e0zZf;b}0Lt8X08F)H|KrF)CNGa%V`5Psnp6)Qgb;(h~S5m02hJSzr%ao29 z_>YrrbX#aRWwJSlw0kXgw{t9grIy3;*q!bYJ9lcU{Vha@X#%>qxzq)@vDZ4v3=BY6 z-|Mi->U *uqfQnkIo+NZDz|thKlP-u$zyw*Cn?r+>W-P;tOJJ1 zPQHMDW
3D6zasXoF@!Oj IEm-weM+>2h!$y6cI>=uH}aJ>z}<06Mk)L{FB1w|Jse{nfn zezrMQoSMybw^^8@^73WUBZpZyC&;_NDG4PUfxx1z1HdTHtXJU6x$tNL77c|Frgce^ z7GFx9(2IL42>#A*I>p~I=*FMOJ&bO~Jh%b1% Tty%?keJ}!`<&!0lp?Gqn!H?FM+(`@Sj^`~v^B&x z8o==Rs9J2pKfvh))|{6Cp!__#+%DgC?@o(UyabbcSY%Ub9|c*}yl;UVLp}syhwU%_ ze$7&OP=bC0Qq}w4H;3p9M!3k}{eDT%iCF7nkxSh!)_Me0+l)on;%EN;gKy8wgGGC0<0bvbU?v$5;BJic@=i5Ieaw9scS;2PHufOEY%v6A8O+A1mxqN85; z`hppVBkZqqpH%N#kyCar>)F`^1_|p5a3g~oy@1n{ z;2n=WYgbk#WKu%k|3c^S+8|5d&-y@1vsH2Q Y T2DOoxas{);wMU8M|+*UTmtOe`+ 9ZZAj*fxWh6=bBe z?bZGNzXWz#lDh!I^(R+AZsi00MP-cyE}KK=8wxMZ3$8(?gr#is3M`e(Uo4O%(Ha;e z(U6m~feAE`vB&$h5b6$vfh=)7paH+U8Oo-@5CJ{mhlmKRF1(P~ 8{drs{?#Kw}tXHj)uEf@{fHoAbbd{}Wk z+`OdyKqwrD^#Sbm$hzxV%pQyc#4jvhx2o{1Tr<@c`;xg__GTaVg4)iq?_}Yw8Q=?t z7};d1=`mAy`861~J=KAs)J$3wgvT?{4XaolO34Vx2agMB!||XvY6JrKbv__sRdmiZ z7YV-zwKPf%>G@B*yH*FQf(nX$Ehv^SVtcak14VrS>P)Tuv)viJbP;<_)Zg6XKTrL( z7PH{gOU|M7G|nH)9uI>B7~OaJ)fiECU1oir1@^!-te(92;woHNl?`o2O9bQ|@78Pm zMM?_7isyAec=Yf*IDhYQPB{8-PTPMa+eoT{iy1>2)XU7MUAm)FtBk# XG97Hl(#F(ilsEuDz!`Xl aX*>tx?{5mu2Y>MiQGTZWv`o%4=>G%lN0{ya literal 0 HcmV?d00001 diff --git a/courses/img/Night_Photography.jpg b/courses/img/Night_Photography.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b520650b56c959bbbd12b0dd4ab5375e8403ba48 GIT binary patch literal 6490725 zcmeFaXIK=^@+dsyAd-U;WQ9c}=Ny&{OU^k6%Szq_cF7V1MMN@!h!P}634(wL6$A`O z4uTmZ3QAP+oh2B4$8*pBIq!S#m+Q#PR9973S65f}^mOgCJHtC4n0(X&-A)4l9L@`n z0sue;P~qVNv>+4=p41>r4&LLylNOHvzyt5NlNpa__nr>IEc XDPw#AypKu?p1!24t^4&VLfiQl`p8S_M zo_+iv2ovq&--0kn%3fJSpj^^@7*`b8FEIH&{{+aNl!A{l4InHG0Lj0=DZjvYxqC8q zc0e6+_iQ?K7&PfV3^@b NnE+C;ED6U-If)W zmKBkN2#d%HOUa6h{t=hk_H`#W8V{H-6#$e}sKA_{Uf_xIL!6x4{X0H@4}dO-hbsej z; e=#J1(>>m5K zy~IDSc!v)iI!t+(nv#;5o|2N19(SRn-^)VtKM}C=5TGFiB7j^1JPrV#29JOSZ|4oz z7sz*7@nE2qM0mRgs4(sTJq4eTh?s S={S7OiW1W&->6aHgfbXEauO5wjqFh+;Yu<2`e6ZqkzmZLjXI&0 zYU-^1I3Fv?)NA$;xp?bbOP}A^k_PwXg7bB0t^MQ6h4oJcKCPIa_K!|4y4^N7u_~o$ z;SzA+N^wK`(BwB7u!TTv33qiOAtsX8RpGb@Eg`6Z4+kBQ=-Fg?oCc4Kd%lW6oj&+R zrl^`QATZ(!T*Np9NKQyR?gf>|XL43Ilf)uF{!roHYry?eg`E+Af?&5y8UO|?3HLlo z(sYtg^Q7DX2FN)LHNz&e7vq?1Kh%X}Jp>3g=_6{=+KPa&YSB30SkLi$Q7>~tnit9N zH<)`0gf;8$Uzoh3m|8!2U%%+$y4;In - zktXRNNDiaf(B1xzmhCXNUZrpHV%s$FZ_um!Ca$aT?LLs2hu<})I(C2uCn>FM6h&p` zWB3G@hlgKJCC*Am&+PyW_~8*l#hLHuip^9rd$=2+RCm3%pLuJ{$v`5)hsNrUi^vl% zC=!<5$*NkNA*DojO%uwipzlnyHFi*IT$pEHkz?4z%z7o`72uzl#K30E4p#;Wezv7r z>!#XTvvQO$SL(N_Y5h)}LuT~ga;?+ytjF*qv6ieQ$C*bSU~Muo>e8>YMX7|4Q4PbU z^5a~*D$h-+R=9mv&F0*`y+RVfGa@c2dBv^u?EM{JZ3S+(;k5(EBwlL3N>-c8B)OoU z+;j$;hWEpRk9hCfU&kY|JRY7<^6} POFa3O+_lEC`iHT@DHPvE7R&w}89#u>RV&xmjH z7whH`+2P`6*^ll39l7#K1RZoshk4(AZ?B06 c?z&ka?>)}M`ELtxls`d@@t%WAtMvj5_x29C!iW%!fQHL*zQhk zub(D`G?HjeWbXij!&Y-|Hj6lFk`A4#6OWF%F*)+(&1UBgka3;5k=rc`&&?wtx6xxh zXzNSY_MHqy+V@JH9o{iRqb=c``h$#h(o(~0a%=uM%FWB+K61 P5b^2 z54DEzur%WYnp+l2F{w9a@S_x>&OA_MX$WZD0Va;?>u8Ax;1gnUS( }gNW5n>_Gj5MJA*fn{(PfR*x@lqM*RU5g zn#a%I&7er0>r;klZhx;(sE_1hK8x?<+}O~+14!QK7VyaOO9@LY{^GN}!e3?I;1Gd` z4?^z%(z#8YOg6QW7pR9n63>;WkrCW-W?$DzteQ_U^(b8(9*ItGUHf zjmd1ih{;)FW@DdJQ0}~_NEpWQdOSGF&WmuW&pBr%@~KMv!+B~4d_@>s=!5pQ YK=T^5ZChKYMv|QKkmS+*!N}n1Z z7xB M+$y*eks{+KC7y zx-K4h>FGt0woGt1kl|x9g8RHCN*iWjc2jsU@5`4{Gnb{y7RJlauRkOg;a?Yc797zF zCMB5Lq}&3avkJK(QsLLH3tb3JQfd}Idv5R@gsL@Xb6VA|O_x27!e_aG{d4(|D-!9q zM>TIZ9)AFJZ)2Z3ZmAS$(0JQ!$+&fj>NJN$(cN=T6QtSk$br~7D%T96_$ Mik z1#w60-*-#V0t8RmN8UYe!s`?yuy5@egGIV=qv^ZfJ)-yWj3@1RU=7-?%r~mNe)NoF z-KNv+yPFS}T_kNasae0If`i;UQ$5aZDwy7v;Vx1S ~_z<#VXL6p`i(eanm?!S^ezYEz zWsiBk1GpVaXOiD;`1Kxz*RKkQi0R4MI%ZE7xPobddM$FG4 zUWq=*FQPWy4ekIX@Cv%QtK-l7Z-->C&*nj9BJXCj-K)PT=z8|9r@^CQRR2dcuhne4 z@su#w+T+wC&XkHUP$T2Qx~njr#V-xp+llEhMJyBqkHT`Z2*cKcN9R2n-Q+Ak%5yd> zT7Owu<>r5Th7j)anPifEWe12-%a!P&tht-fQ+P&;*2ZDcauOBVyfO>Bu7%>!L{j 3@czX8Ol^8)DS9^lAtV~{eTML})1oNrf| zh#* 1DvdW zs7hRH$d|4*_wc0Fq72-8|LFew_CP{F;SNAl13`W1RP$`h3s88kbIEpO^CF?l4lrC5 zOy73Sm*lks_zcgtSbG`R)0y)*wIbZ%^t+jp){ooMa|#r5+Ed =%lQ$hG`bq9Xg0j~1#pS^+i7U69yQtQh0@Vjm} zy*cq$jjS7YyS6w6ONKrz&27>sDMa@yogCpw$P}N!>vknsyQWSU?CiuWDmdlm1o zbH@BBs@7se_+@}CCa00x!QcsfE14`DoyZ=1&A%=M5P2l~Xlt%nb8`iPM?-7CnzPxy zIao^m5MPU+CBR^ADQ^cXCT^E2Yk#5Pz?cqZan18$oa1{g(KF0$BNPJrI!x zB+ctP0GF7h{h@>i%vQ$;51HIWdCGTGo$fW4wCWoDUB7ul!#oJLH@2^Avbml2!Y6SQ zRCL+$uVJTi^| fm-fzO-V#qLm= zVo){dWL4YS$_d29&$mJ^-hPp~?BPoD4s)TtdC(smnit%kGusaKcOSETKZ_@)EOxu> z`j L*n8@#K;bsFfm<4PAdTC8FL!`AOb&Wc!9b57Ps(FXP%x47n9|YkwJyU3 zH(?3a2t|8vb{ZBecB7v7?7YvFAn|a?cXM}_n^${}wE#udlRN#Nta%Uj!q>o&>)opz zK<{Xzqv5j`<%H?4dr|Sc^AtLvdaC7Cb2G2zyv}~{U`wteX)0ipnp#iuIyN}B)fGMo zRwk>p;r#S$1h+%X$y_FP?aIFAlmd?DZ+Z~FnG>aOWfK^k5AWStIlUR{ E%h+ z%EaD@fTb^c(RWrX5`LdDy-j=OOp(jHQET-$V!$W9%M~iB6A*^+5PZ}8Eudk#BD-)U z;e}w4kM%>oC)L3 6!11QL_DskS+ zp1rnyYv8SDj)vZg!yRF3fj%J>$KMXZ)^2|Z>wH_a<>qI9?YiG;7j!Xf2f(DBtAL!- z13c>FP b-F8RPkr9(}!gbGnD$H2Z`tkT3pv!9q zIIlZ)?CEL;H=0%+mTEuw8JzRemlMWhRWN5TUj;p@e*=7MWEI$)P)Y={o(!!SKbv~^ zJO-hb;vXTm0~{Ce2yhL+Yq<-)et`Y_0gv3MFgE_y!n(sN-HG&v+?H1ofv}i>#hm5a zg{_g)ckg*eE6e(82Il0z*4Q^wTt@<^I(yG_ZLNu4GqHPd<*Ixr=j6N10g@EI7!r*{ zs1qK|Ls+tM=W5erLw!`&4j_WwzN9i>ursij2N(6@PDzHgW=q4NmtR$tObkuO&S65S zZA`;l1NstY3sd`-YBML^xrNwIG<9~9xeoW$g|dGxdkQU9zaL&|anW9YF_Xx-WoC;d z#(T8pZF=Xs`%Ui(wyj@6Q@M?Uc+`ATv~@1&eH*vXmpj~`@KCfGnsT4L$l~$~N!HoS zjdwzrS;BkuBQ;5LcNLm*T=Ky#XOFpHZug2J|8SMx>T~A7P|ilx(c+2E>){=Ci31HQ zj8>?_-?KAHN0&qeYub93=3c*AwQ24f)$iH}qIM&+X<%0F4g@D2YtRqX&g~CpicLll zl^)jCJmCfK&9VCQ##?IwE0R3XWZA&H-$ru1u|n31r{mei9BO#Q!WE)P${}^GBHV^l z^X=blVBm9m?p;seGz+VL2b$~UAc@zg=30e&Sbga5`q1feo26}DjmAmvrQmf%QyjV{ zV`1}S^mo@0xh+m`@(m4}rM{yv#Yzy`ia$q6Vo1WFIVtmuxK>H -KTq*#Ompm-{h%!hI 3p}YharPr3Z?9-Xl#6g;UoXZ z9&aw^pcgL?KUXzp5pvz8c?fY|GW_w7URdm#qGtjnw)`F*e$iD%6U?jv8}vEri;E=p zyL>P&8W**DU2L9iMQ%rvOuY+1Q4vzPQohqU7t&xeZL{3`D36@9;a>P4D&aGeL*l8B zQIjvr@8&|DpqK5Rf%Ebl%|WC?uR!^7diW!|@FG#W1UAV!^sBW|DdzLnU~ Z;3$BzK_+h>Mupkn*7!9a; z`kEk7eqIMK?ryB9qKdo2QCQ>w4F}_JApb6}p0|pp6B_M_lT5WM*TgLl$FAar#o=+h zd*va0^&P#Crs|faAPUF6tDhW>0k0Ok{M3*37yS&pv2JJ-2BhO+5rC>U7Ih#N)WOO3 zN5a?zqxU1B>WfnSnLuHGCUl)VF+V8!E?EB`33V?|wI2zvnm (8Vv{Ic)|N_gX$tr?}_ C+&^6TITq?Qxm*FgLDd z{=kUt;;q5!0guEkM&KuASLSyx4FKK%u=B@*U Sf6i@?909C*N5CMb%3Gm+!_XVM!$ALXT z3@#ro|L?~y3_l1zJ1c FbC^I)eznG|2m493 nd<2t3>u^d z=--&hT+zP4%ARg62bQARtGw0$8q|Zt8F|{#Z+8$Q^GEt(|G;j3fc~BRkduol+7s>j zi*af8 $OkiR+(xhLpI|AM7(LSsRP`WO5mu!&v&$-dkB zPT~pzD8LgR_H`HD>uG!8Je&*fjyi-m4uBpENbinDx!^ql1mA-JOAw?#1RMcFd4EHF ze?xtLLw$ckeSbrJe?xtLLw$ckeSbrJe?xtLLw$ckeSbrJe?xtLLw$ckeSbrJe?xtL zLw)}*g!=Z@5RZdPg8*O#p1YqLPyxz-Gk^x103-kb3;|aV#)2ni7XpJ10NsD!fPjnp zCi~0!yQ`ObQGmU#IKVP?J}|SmVzJ(`LP98vpd;>+89@ZvODNFMTS!DuSO}1Z1$sLo zJdjw36B1kpSK#<^x0wUt=B&VBA)zO%=dFr#b<+y=MVbWbn<9ce5HijjFhz)bplqO* zw-*xY2nqD^L}6qD6*zW<%YrZtEyMxYWx;wVaO{5E0I}3Fgs7r@kq`+%VF84&q%cHM zL{LObTuMrcAA$>O3JHq}iHHh-pX!K-$_fiZ_74uQG+*b_vc_r}`(=SC1&;kn1q1{L z28aoweO-h^WMpJ;GDJlMKn?*+5DM!UD1gFn9!O9_Vi3M=yRk$FP9hj5^TR4|fST@A z!OQ!H*gx9pfYH$ptnHtSiUhx&+O;akfiu9aScEU;&)f(w66)(H;OiJ504`)>-B2!= z-OL9Woe@9sd4p^IyLEI%2q8U@UPu%c$1C!q5buMppnhcetp-2HzZC$spq}2JGaR^w zm)DOXFj#ee&{}`0_W?Hsw|*~VjKrY*d=W@>e^5=%gW6!Q#>k(|_M3Kp&JMEgX7-lV zLp!^j4gv$4NCgg@qX^*sBuo!J>k Wc)~eqj}s77&p%J@`&YP+0h1 zxWT9c7%o-d07DakV2{`rWbBA*5Cx9?q#o$f&R}Hq7s-EC0&IC%6Qr-3qo=-~mlM)g zfkRAKQWA7>4hW8~mpUE0K257i>B5^Tx1r9Y6RR ZV%qnIMSym8?$KVOg_ zCMmHm$rSuGfdU7g=pK`Lpf?(`%K<9C&tc*Ujt~K0XAlwFV^Y}-!JxqM!HfrTRMBA6 z-4U}ZOJa}D1Xmc?9yrbUWcG2cj=tV|Sw;8Rbp5>CP&j=}ywGT@>u&Q&?w7qAMAApQ zVUWg1XFtTAtb>fIuD)n5P(DH#Y_Pq8jCWfeXNW%#Reli7aq%!L7OCt7#ymllf2--9 zMfOo(v08qh!G0!xt<^qO(-#aa{>rwC_yePgryufHK3w__Y@jcA>f*v&Kgu Z_j^2(*wH`__X+u@uw~S zT)#ij|5439vHYX9e`5K)(tqOkt?qwf_{{`=V)%z8{>1W6gZ$`Qf40XT$p0|MA2|MD zjX!YwZj3)L{AP U>lFBCOLUk`B9{TKZ1Xz?e)4_*F5+$(3d z_TUqGe>ncBhMt=<7L42P(+>vvpY$KH_c^2v#(mrvk3< {{j)~ZOUNUMsA3yX`3s;h{} zNUKPytEnlgs;aBWNGdC<>_4!z95E*QGgSo+Q(wP*#XvO9w!bN>> l|19s`4~rZ<|0@~b zixAG2fB3=vi;)S^XCLx(QxxWh2+IrM-fqCe-is3mh>3!)Sfc-mmlWrRNJ#!GUPM%y z9|B(fK#>7OiOBpRkEnzMScrtgFL`$L*i%pFpPKL4Qp*jTSo#M2p(c>s_YGOc{ka;( z(H{vq@E+3bPp$VKTVOA5fGZN5M*eSJBlg%Z=+oE$M_;5eZenoIkqi&svVPxd;y^8g zD{i6#I-U@R&=1@HqaKL8KK`>V-g~1pI5St^I1SE2A$uJI>vsAy1dHBJ?RJxYE7KW# z-}uEkze@a39OS>0{h#grAA8OJZM*;Kb^r9T{T{q$Fb$l!ci&58|67j&Us7eA|Euv} zuiU*KAO4r)0nQ
>I{Z# zz*w0u2zvxzy+J(Qbr7a^^4Nu|aj>tcG5A3fUMmPwy6nOIIM`_q9>>AHU?o7FWgNfD zE{u=+$cEl&55{dRMvnzQg#hn>D%v|}cV!xU&ykUV>_x9kf-qR57X|`HA<(|wXmFKy z_j8av{cyPenmxv!@1?ug{~s^7cGwfQWVCBvJjNG4aX$+}fNKQ%DLi~J0QgVopE9n4 zTele$f}iPZ{=|vLgFB`1gWvU~{luLBzvZD80)PkCf7!cC2`qDO@3Os}!Tx;3-$Ud7 zb`bo2?B@ho@d-e_---W|)b8G8haiWi2=KtozJBaohIb#_yDSe>lNcY|f9uCVLP|_T zNJc=8j|YHzmjT2CVEI3YAc=qkpA?S_AU{M6;Nua1yO$B*RKh1F^8@uGq#>duK2Ac% z0g#H&D~ob6kQu2kIzq*mjD5}?aZ2V=y;1Y^gt#yH(MLTJ+#gINBNtNg)J!qz8d92w zlV;`?%(ahuKQ1~)VN=f`^KZ5EjqymIUh?CWk=250g9dkTb#wO*2n-57AAKR_V(jI# z^eY)xGYblfic3n%>gsPdG&bF7ebUz6@$^~$z~IpEtC8_f6O&WZGs`Qh-@dP{gVo3F zwnj)mL`X LSF3&iKC{H>dxHcn5a|@EKXlDq@TIex%0aUFYz#6E~vw8yOy@M@7hUC zi__9SwqE z4-NOyhrt|*H>f jl6q!=&IG2YQ
0VI z7L>I$@`BCn{oZ*KuN~IeyBg+D=_A(KdZUq{D?jCBB$u#6HZS)8ciEHDa(h!6rWcXU7VMv 1ynX5l)3I!l8isqpmOLh^gFVOm$|$pa=*7l)(-V%YFiKif zGanHqvAMJbD{eZ39`QPU7IhPF5V4Ozyte $%#N?j)v=}UY|M*?SBQ)% z%!fEHy|x8EO14+uO0z?;c*?~zid>`)L$J@REx+N?xlc4hAD0MQ#HMu)KD9!OC#xK% zI2#r1ts}BL^6}jW+G2%!SS9qqTX5?M(c!_`Fm{7gS+Un>$E1oUN@hUV%M4C6;`b>` zi_JMt3BwH*R$Cs4i)OqkFHW?G|9J9dexh+&GPM{%$(38gkTm>HS~cUZfv~7i{UZ?u z2Hy+(`u)6EbZ5##4Zk}Zs`bw|AXAP~Cxn&xd80#Y@#Sw`Y)`zRb(2GipYNg1vHRE* zA}?+2<`u$ZKUP}n9bk4VH1F!GufdivvAKAIjxr&y%f2c>i9H%f`nDHgqZ@h!k$BUe z+U ;MOiP$!bjp4XZWt#QVVJ+<_ qb9F++&sHO$n)l6}A^2nZbXfRLvZl)A_KzeVod1y5Q2xk+zfd;?uSkbZPUb50gVw zJZ=)#(&fF2Rv}UARm(8_(AzZJ7QU{gh{@hm@mgs&IASJvp;r?YHO;+c_T&p@Td|Ls zXu8MPV^E5C9MkbWLjC+rqW1S2-SgTjpGYicZ<~d3aOB><2^)!EWdDE(@4B7*wo!UI zbi4 U0B`$E_stVbW`nc96v*u%2Twys5#@9x-&eD6nZt-duv9+=vZuc7_=d6LW zw{s4~NEcIHq&UoZG44Fir`b(#o2!lB9A?qW>Y)~h8(oF;!|nq+fL7G^)t9fHFU=1Q zNlo?SwU{5z;F0$x$)UV2u=qq)>BiM--R75<6tlEb+eVsw?p+w*EL)hCG-FpquiQ^% zfTS%?zcFUbX7ep7$;=w)eWCu8@c4@8^eI{;^|kFBgOCBpoW|I6A8lT}rhcz(J%8Mw z4x>N?P#Qwrn)tPG{ZM%2{1wLdBUXIvl_M%Mq?N%@9CvG{JdRU7GaDx6Oe25Z*)<+g z!DxJU=IGRu8_pMu#AlD3)jl4?DKO>e#+IdgV#=srNFGzQw5&LEN$SMqtt|SxPfHfM z^e@Ggm8QF2&830HPk5*^h(qpO>An1QTAg*>j6sQApQPsIKuxHwHYBlmfv#noXQ;?Z zfU%h2$jY>d^6l&!mb{Vk>`JZ$fv+>3KW2KE=%tTe%6Ta=kZ{9PQtQ;~$0*-GSIRRB zs@v>BqrE&*ENk8B?h;Zj`Zl-t+=6F0P3Ui#YB%b7VmjsFNo8UgkSz0)n-|G#?^;U? zmP8DP8+a|T6}`AsS_?hdQA+ZBT=7M>pALQc%%}7Z(LBl9RSj&=#o<>a#@4QO&h}Wv z+^*wZ97@j&7`sUszp-dB^SwKIwlG)*U3C7LiiduNV^O3 T>gPbF=NOs8S-2zE$taQAsyt`|4UNOTJRzvJ>1+$+99Q|EniJ7-GYWM}7LyH1u3F zUn^yni1y9Tkph_7aup5}{@!P;Wfdx|OWW*2Bb9<0_0m&aZVgfi-MRhk7e@QnpJeGg zF6qQ7wdT)|mmDHw+7y;*USIv@f;^%yz;@zJq>dW}hR6JvW|8bgjYQg8v+rwpeOacA zn%if6!d;=h(RE;0fbT}UI(&wfN#B5Q2XM?B;*9dLfNW{jb<$@;F2@q|UURJj3{2i! z&0m0KL(}D$PE&Gtn^jOR;z8US)>l`NwKv}exaRnVij Hx3Yp9Ib@BC3vY9~yVM%-FK4*V zWSsMT1YI!fmxnfb5nVrSsQx6rvqI+BQ`GI@xbrz57%FA?lLc>-8|R=^809KzrJ{A8 z*vqjH7pfAbB_A!iXkkPX>mY2-Uf@olycweDM%2U~(|S_6YIH3j&Qq{5D&GPB>Gz1` zX=TRt5s@Qr&(uXrUoN%ec^d>x%3*EQGfW<~yv9S^k`!KcH)}OCcM$KRp~=z34Oy!@ zwq7>p!r1DNG=UZgvfA?_x(v|B!}Tl$Ms4OU<=7 i%oq(sU7Usk#Y5*DujvIDj^lo0XY<2p?CkR;A-DdH%%)0%O@#ZWk2@FX~$Y! zZaHmJ!sl;Hsv4$u5gHPX&Xm3aXFKVJGUeCSGW5{DUdokzT{c=E^u$<1^oOSe*X)Oy z<-@DKSeS^Vm^?4$omXj~QY?y#D}a+3-V)1YH00MCPV!n=$AqtJ6{*BBRhfV_O~_ zPi;{i?e8`$O`D_< 6^ZJo@2dD34q X`iL((hWet>e*sAXP-E%b=Q(MqE594h;B0{6(m;T+@^y>*;(ANp9v?4@LF6;rVy z!VSy3W>p?vQJS@y=Sc|cuQG`?&}gq@%ZHlGI%S?YS8bjokhFL<^F2*?2jlvNemA*? z1VN#<3`WU4xN}o65OK*;Q51!(_96_9jf{SB;XC`cs(`bVudoZ8LpR9l%1J4FJ`HM! z>8x&>nz=i2iut&iX6e2t4TCp>6QosQK2vEnsEfLaLU7wt!@?rXUd>W1n%BTX9$-te zY?U*|P2irR3NKHuhubF4Ju`96lErq>;8O`!N0Z;0uUKjYZ9xyqf0eG^%G9_1!~l>~ zzNs))Y&;Bqx)B_|5nzRkf5oqvXzF-ria>|ffE+GQ>DAs0N76wex$=Xy?lWZB!e@-K za~Zd)pKWtfec(_azt_&9xvtDa{O+@6?H6(z?LycUgTf=GE9WN(OJKJ<{TYFh%@l!l zj nv@vk3^ adc(Yi1WgU zMuiZS8GfjM$1D3!vD>OiB;4y8W+9w9z$F7plCHvwtf$3JR7ADhG}dzNE#M=p=6!FY z#Z-Ik7 5>_;wn>#-U2uJxhSfMW}O%xTK! zKkNVu-9eDUC-lU6?_9wcYeh0f2WVWZ4|`9VV*Q?vDpx)M9sVuH)giPQ-Xfq`rEhPU zfAVWWaMWejTHzf0K-ROIGI943Xmq367Tz>-r*Do-w2bzl7%`7Nek$UYcu$fB%L*6F zuB~ml-LeUroF;$vEJ456NxRhCoU#5n;|@Tn_~1D++^W`N6?>{o&3WaVsVM{J{ONeD zPYfMQ4$tx0`zeFgsk|gwpFYe^4b++|J+Cz@YSG_krB+K&T1Z8Axxb6;awJMxvU#Ju z{;t=W6$M5xH#9W3fAFIc>Ecx2?3d&>iM2DO>DPF;&XD&nkd{IDj>dA_aVp_g5vArI zPZLxel9#c%VXI6yZy6Q;s%CKtjc-a zg})fFl73K8iRQJkH?-+KIl(_R)oiTig%&Ej=oNoNsFYy`xU?aAV$}2I=W!rKhuH%5 zxjXc}y!n~1nFlWlY}+l-{AR|T6v@ixD=VX3bO}3KTf5ElWb^oC9Vc{Z8?)s2V81fY z+O5h^__4voJ^h1$k^$cKjo!6MtylRU94>9;*vCw)wGR0u*ziSG3VPJkK0j 2&!^>>9S;Q9 dy>gicfydJVo&MtD5PFn;PX?aE|e9nN>IM+r8UmN#n6$4h_Z4fpu31e8?F*3?Ha2 z%52@|c7NO8u;z)HU=yBQs0|#$? ydoKb+(VjCSxJ-eB<~e;hAQ|i`E}k=CM)3;jUelPK889 z*sA1&2vVmnoM#I;4}~-^O)h*s>|1f7>?YZiBa$f*4~SPnO!l9=ELZ1~f2H5TI9jmF z1Bh^kY>01lepI{l%#~_`jm{w8gG_81=gk?;>`b#o5-SuzTZd7Sm@w}&a{a4%bJej{ z#tr>9^s>;f5z{1TY=oVy)^eZfU^sW~Nj;Qa-ObC0cH+71MWN4RP@2#n%Z-%#f)`rl z!vqUHeuymRWRvjx+I>MvJ2o?LvM}~^vP$MTX!7CA^~f4_JARUy=vTKx5rO72@S>A^ zIk) YztWbM1bu)!S5CTku6ms3)vK`-viw+~ylOjH^VU$3niCVL zfg-Q$PMXIVH BhSyKq^1RbLkgSnHo}=Ek?&EQYy<}C(Y!Gr-Jy@*H zIf=Sy+UVkoJh3N=k)0dXYz(JLVz)EKs+WcPHS)LF`>uFmE3wP mJB4!vqap>5r?5-6$J|QJcdvZ YlTFa>*)!;_eJLA<^2SX*^sby!7XmO6w-89$KKTG6#jsX`COq&Wk8aG{w(Ay zSm>K-L6Qic#MYrn7p7%c(FS>NvO}DrNo}80BHz{$f%^t8!ccHNGV(Pl#duGF_s&do zVO^`z%afW80#eD-uVSAQ=`meot-&w5b^!@Q&5#fFJvm>wLeb9NFF{4ItnPoS@aeig zpNT_*yljh!?LZ`rAu`KFKq~JVh 93UzOy)}(n7={L9BwCj9qYJC@8ZI`Xw4K >w*s8ExDP@yAmhou!h!#X_j^`n>!h ze5#4nv60bBE%F>PN_c0$7f7^uLEpqlPurUWf}k>lhgr;o{%0}m6YG2Sq}t+Mll z4c?ZgmYV`3YffkZr`J{zvTv)$84n1T6{8#7c?gYyrq$ZD;02-9{T`Brg17HKxlk{- z0P~XwHc3 YUovtY~C9(WRJFW!rv2=S#C zA*X-)5ghZDSM8d}PQ;iOP!i z8gD)uro`;h=2&$TPwtFI@-m(?xcP1p-q^?`El$@LXG>ZlmZo8Gk0Sd>x^4>4KA}5A zm2Z7yxuR?iQzpq9R`7Z$+zkau56OiRCOWKy-ai?ia$QreY>pyt{G6(n{3Xsq0DL`x zOtQK6+c(2(2J^I8V>gn!r8FJg5vS7L9%WWA ?yc)CGfExMq#`){f zyCl?S?yc9#wyZzn1z-Bb(@vg08WoB!#6@OEdP=BkC?`ZmS^)f=7~U~NA=BdX5NfKH zzULM6^=X0Y9c9zwDP+^OqL&*(;miE*RKkbY^%cspxvpY`iq(>JzdkJq!g82S^3-0Q z6^Usv?l$;#IXTzxR>nP%mlb86g*pxihd*n+mtd7jwhLtZ&L2LoeUnX)#iyYv$#;rleUy6UD>&Axl zEJ{bbCzfJpHAnDPPwYK5RpS>Dz0Y1w*swQbbDs7{gT_2$l4Sn~=YH1|y^tK?eJF8q zL)O2S&d1`6kZ~Dr_}%)i7Tqt?j;!}SH`1CZ0(USqz0p~T?APL+BKp!^O@FtdRwk~J zN@KyMHBLOIt6*YM*Dv^qQJimgeg0OP0aQ0Vi6}u3k8qg1w7zSZslg*cGr^sTeA$Kn zv}vC`o0#E{0u(W?^Kd(9QkA&xD2aA0Y?&}A{8%T{^=3YeMm_pg0lU`fm-5JLcExo3 zIvsr)XSiW;GL-4~v-?pz-c&GSf#p>juGGh_-obenbxggdqpMi0dEA{SW-_mq-iWqx z2~37&mzkRy#wHVTU2m+0L|}8U=`*h6dD+}WmSqppAI(4|M4WjB$)h;}w~YEF67!zb zsJyUAXH9@HZf;RJ-%rjpu}%CMgl$nfV@u)37)T*yg?G%JK6#o;i727!>-`GY@P-~b z2)gKYgdkDBmVTa~G~*So+X*$RIFb$ulX%1DENzdqilPllJQ5VM2MoM>a?{_ckY~oy zN@KSQ?`V@=^{|g?SN%4LTxR@Q@b ;UBv3Yqd(?!9^bjZy5GJW^F_G%B}EFYs(O!_zKhy}lI5OIc3@i 4pCFJ!yA%`l$?5*VH1O*JSB zoTNPfO+o9!Wg=dp2`&1tbXlhP8eSV!^r0D2U@IzjSvb-(Kg+Otptg?k<_zWS2X~u4 zwoSaY8O}hNkol=cSyMePSoKd9ow{s_h4^V~Un`d~Dbmi?&F<^!>x_Ttbb71tbU}vb z^Kp|>oi_c(m>S|%_R8@DySILcg_li*I}Mhm@`GMEF@90FGtg$SnKPlld$*x-%75+* zOCpM?YE&lE#IB*1rvG?CZM4>-y0{XwxTr9k=5nY^LtRK`{hRvt31X$r-^C)SzPt5U z2+a?6(s8cdVHRFi%)+DAVe<_%BuXQU^;@sv_oQ!yjm|W~KD1YZ8$Lh(W@Fm%jn9GZ zEITroO|yx=yBDUPCysZnCaGkq0>SGiHD;_u_3`6uSM3|4R}qU}+u@gLI%dxkFmq)t z&}YqwHp +lvc;m&dcl!m>IJZWexWF6S{+Ke^x(weC zp}^;#?eN_$SX<3l#SW29oUCTtVuVcRAz;5jxTriaxO%j4;ijussY65IBO0g~8m4%e z HRkm*2EP0W*(GTGFad z?Q>n)r*G@TYzhZcP0x6gS{i6VFG0oXwL9RaH*$`gdtqW?_pp)4=#<_(SyTNqyg}p5 zwWflXpz)3KSL81c-C z?W%SXfe-tqsoR#&TZFnzM_B{?sD$D>dQ6Px8E%wFpE( d>TB*p9)~P1QCoJQ<=iEPwAl?{lS|Y5qwMqLc>>N0oRyku z!P+X$me2GT?nIk9V<{4Dgle=$*ldOmZzvt_U0GZH0J*O;ZO~AbPTTz=wp-?S^5MQG zd?Yk^H^>1d9x#j~JSs)N>f!#7K|WmZ>b+6(kFXLG4YtD!gsAvhSKbfS6%(Uzr1psM zYn;(n&Z`9VcSmiZZfG$!*FaalvM?vVy;^nEWE(x&L#w@-K;fbV>sWSh=W)5f$t5;x z7^jj?Y(-`va`C=%5?kQ-w&H`Q0W|E9DWi^IVc4;aVDVcTqB$%tEQ W zdZ!V8BE`3KXVxb*>VPbS7uWLGa?DN##Bgv?Y0r2uFctLMHZJyxW=WZxT7Xv!N5I#^ z9sISR%?(gV>9c*M7<#8#@`O~njOlSpM7*O#7Oy*k?}dhVx}>RObGapi0I}UNLOLh# z@wR_f$ZTR7pMBY5nL>)|igqGq<;P1F1U4f?hdByP-G62Jl{o1!xcz=#qASs}*w#Sy zR|D5j*-F}29?!$GnyPvZk)3MwN1lBlGW8N6gR5KWm)I{jXv-zCxHb$9F_DaTRNl6- zLe}^ukV4ihHs46GT~6Yj!G0n#W7H?VL#lf9R6u#Glwvs>*NteUiOm^wardE+Ft0lc z8Sp^A2D-`K??SY_*++|&72Tt?Wp8Jh8!+f5w=VK)BP1PIm>lvt^0ORlBD6?GCtI$n zBpV2=oLMiw<4}{XoTGnPhW-BQBN?}3Y3p65e6UBE%XovI*ouE2321e4 FbH&hEXux>EP z`69fg-oLe`qEvp^<4V0bBka+Z`*lj;#ofb0yqNKZ^kmmtjb2V^j}QyymkZCl3?$F4 zPkWOw*y22q@06EzFCGu8ZbFyC!M$O`b+KvtoXv1Rrld6F;u&EbDOPZVhK(i^y)}O` z@gT0QomakVZT-;9TWooH;gM3_8|hq-BXs&n9nw%?O7#a Ilm4re*Z_CO#d1`|Ksu^(YX*`@fcP-(HGSuUB@Ds($DbgPmCDHcD zWpYW+Y4FGz l$|%0pdO{l^x*h zTzE{+0H1!WJ?&h1K0`FUO+JlXeGk2Xq9jEdR~fhuG`vnn!VY>8apyuDPqh;sGx(0E zWDs7jm0sES+Q0pYK~ {Eetkwhv1+oXI{j_Xp>5W&8%xDfw+*~L2{% AQDrc&MUXm*(Fysd *ITc3-1#Y&VAuN2Seu^ zi_e8~YD-aGb^qp>^CtOrd47WRby3~Mk?2#4@(ezKjBgDmjgO=Jcu1007|BrKCO+Pk zWOx=IS2!-Wn>R#=H@(*jCgwAm<_c6p-Doi-qp^& zk_QE4U$!wW;v480cNgzdB_E-tC%as@Y1mQb6*62?UAxqIGfeNU^oo6o7vri4{ wmpfs7{g0An)JbNVo@|-=s0J^jc2G+tCRzJ 0CTt6nT z=)`r7Q12bLo7+;!GFQ+nnXEIw=>~~um72bqmYyZL%>G#BZ3EQzCz0+)+# } z) NW#jn%9 8w~+LA41x_Lc`fq zmlbgf5A}b8qZA6mQ1s~~m!}_dB$` >I8Amv{!cVm(&J&Q5=Ou z2T19!BS@r>vDmTJNl?TBJtvd&{{V^hg^^<`p?ity%u5RNB5W+Ybd{8^P|>7S5BxT+ z0@l?}R~h}uTmpqus_ lFU5I&yHd^fa&G;$EY@${$p$4%|#gIf-bf5yD*c^UIN7QJ2L z&Qlz&El^%Me7+(Fs+&*c1kfa)l~d^i9uK(#Y`abSX=`_rRHNbhcpus`&{KD_(Rwe! zfV>abf7$2-?H#su_VW9vBbpivjI~a%7P~`FGx?%ckwu9U2EDn`0XEg_6?JPRtH}Wr zrAPX|K7 z*LP--erDTW7is>CqG=fAj#USQ349b4Iem#|2 z?azC1A(enu#(jQ&E{^S9HBkIW>fA7uQT(6y4^x1d8l!jod&=Z7_0vgHt)^fPs{*Jjb7>%%58IA?&-HTgNX; zvc4ozNN+R8A1rx%x~C;svF%xjn^37)*+g@yG~!BG9-eV_2FeI3RDD8=jxX+SzqgZp zXzwFXLjcBy{akSKHKQaFE+vvab~+9-yRz%B G#I3ZJx%?le_ zq@I!J<%%ffG h 5GiU!{K|+m{9 3fN&T59ZOQKVlC3ZkZ& z^$LlRNP=-s7#danuXf-lC+lx%FB(_~0ZCKQ%E1-FtGi`0PhPR+XkQthsFoj86%#>G zPU?LP9Y7@prsGwYS0B{h@$A~l;irTnaUbC5H@L(jyw;+C^_w=4x-Lm-AwcTvl*n0R zX% dZ^v6>kJvC8{K~$kLFjJ*fi9|XDfFtsGx4$$| z8($58DtdaxFkex}uT9l(Jd-wt8l*lMN|a)yt;;JApoRYcVg5eRc<@=RNXN)muSf@o zLUgq1D&m=}rq*^vk8)!T8u@)Nu0zJM<7HB$-HgIT{{UURj`?(1?s2uf!J@jJIH9FQ zKRW*aE{M6BIzb)9C}TA=9$tMn<+1Nal8q(?1FeG@TJlDQQ%?|R?Qq{fR14par?MUH zWU-2i-NbsDa2V*rY*=MQ2y0M2&Xl-V+P0dz5&?Mx6_O($R{?1tGwBh2wRc;nBwGIf zUttKZDJHhS=*IC8S4xhVW~oW3X_Hl?h`%bz9w`Qi0gwW8gL@0Dh$H-c(rQe>f#cOI z?mQ=_9)sGZm8O$gvZRtS-FPL7Y6`^-hx)+rZhhV}00&Udm)p_n&SX(eqR>??FE>Y! zm6=i#40S*#B*83(IhMofbV%)M{Xq7XX`0?MBA%IbRs|cUt;;}Z^7T Sg;$S#3 zG=Pv;f2vX~{_saW)7st4W>|>>QRCOG AIM@Ap1YaWkvWA!A`QPw<|3fuVnKW&t?JsYs+gq5Ra z1ao0;b`30+ZD1O@!4&x#Q~C6jHrZ#0+^YWoXG334&!!&1p?VF=pQG_at0qCJQ7NL1 zD5Hv}U1V{Uj40yl6ezH_^d8CWAr{u28~i|?jgf)1t8wTx$I9?m!89_%9O%+CTG*;c zLf%M(wk2JM_O12i_XFMP%$ )O-*QEI@&wtJT0I#!obj_wk z@~2mxB8yR;h1>uc?SN_ZJJjH%kZA}ONU5sEsa1gb7_8u1@o#AoVFb!sg?eH-MQ~hj zU^)lH@=;W(tFf92%46eGAOY#6x`hVzE2Be^_&@7=%Rgdwl{ G>SiVJkBlyGe0=?y^%G2$S?w0VHhK@R!A*tB)@3-r6HE{=z zT~$>rOqExXQN&SzP!VB51m&K1-nKZG^d)tgI{yF+%c+8n8c^yO^Zt12%9opkuH6h5 z6iHxdZNiLVC;cL8Qd#3DPs^$urPqqASXr5BA(%-R)}{P$xTs2!=txoHv30%2Dt|uV zE_F+oCzVl3vB*DeLHT2d ps`^r0mKiRvy+ zibx|_9C-f#c{Ho(kw@apz?%jH+V(sjc91eg5Fb96o?O*@`VhMAwk%eE3Z-E%=cxP@ z$od-KRY^-Vt^rv54|0H;Sf9Z5bIP}DHvp2?O9~&`PuWi{i#HMsRc|lzb!z_r7582? zix& t1w3jI0lA!9x%zvLfR~KVp+K;iaxZHd*R?yUD%np!1??p{K&@qycT}F>K zkiuIq;3fDT!PlF;*6O+nV^uhQU-5sJL+zhz3j}i@?qCLeIsvm#8aJ(`D6%a`cpXEl z2w7@1$r3HOQD6ZU=kiCik;mdjVRJxme{VuGxr)ohi$ 7aN_SXHQ% MAo0z? zUt SA+=F#ZRSsbMm1ipO-<$ z$(^BJ*FE*Sa9JclGUTU%cZN2IRJ|1Dj;gT8EL+Je4 ti&j;Nn z3?+30`Jc9jr1rA+sUsDqO`D1;dVG{~#dzY#Qz2zMsg@9`%NSxg1 I~-VtNroUp+4>dzwmNQ4TL(uZzLe~sj^?;6CpXe;9s@_?@rvdLXaE{XuQg;cQo zkLm25>cm6e=CvdIoftcasEx;@oJNxkl&+ }p765AQAv=+x)U@h=7pq@AI~gI z>>44YFa;PW1bsp0+698;BCMFNN0MDcZbK$i3UrK$&{o4Sj^bk^E(r=_o(R;+o-j`d zs9C;;+NA7^H7YoMW2DR8%*V^8uSbS;nTU!owkGP{Eq4sgpj_M1Nw?Gbdo IveOvOdDtmGI)?f?p4taBb>CnZvLwM=j%&+;TL5 zz&H1h+{GBW<%qYK7zedz$gl9XV}FOJ8+vruxuVkYFm+tHkGF`fK|d^iK8X(Z#LI!* zd5Q!N7{F#~*2? X><~4%nWQk{bG?>%&fPdBh02S1QV=8#f zG+Ec0^s-87oVFrtxP{~pRm7DOqR1(r{wGe=F+(e&=vR?oXHdjkD_C&e@%ng9+kf tKM@@; N1voN?8 cf}HGKa7!_j-K z8l%gjt? |>bYH2^FJ;h&!YFeXws82m7xh`HEbdQK-C%Z2-!uBkU<3p^tHW& znig46JhA=*(25(ix|_svo}9Ywm+mR*DH%U%SmT9K{5(%wV!KN#e{F+{ll@5Jk7gD( zO}9#AUeoLH&q#M2CSpDyf6db0qpM$T_h#FMrKIuXG7p7R4h-`qOCR $iKCFtG?m3%P=L02R?YA=(^Szt?p4HqOEIA11GGXBDS4QFLY#Tql4}#p{;6p zrH-Bc-kxa^N~MlAJR=AqW+eT82IJWuFI|i4T?A06JbqvCT?;3&cx9{8Nfig6GC+-k zStF7E0M1kmag`E!nlbyKtSkr6=_K3QTZLt~Wi{zE$s=RPbvCbU$4`l*%G6d uvpEqq-#&Jq^!nAuSf@}sK@RDOpACbUS%;K zNwZC@z+r1Fnv^O30AL5XGn4IhYq=z}nSw}*s<`$0dPR8BMxsdg^m%scRPK+C`>Kai z7whfOht5&4nolUD+%wHhG$aP(G`d_V77VI>pbud^)LZS_mbj@`)G_8k{{S_5D1H9` zbG^Tk+U8PYD5*;0{a76qPVP@G4{GJ9mZ4*%EsmL3JGw0_jFFEw;fPrSUe^o#J(ler z8eSRX98PE}j*p^QX0d3ZKLEym$ -`ST*zS_b*skJ+1JKE{lRmn zAIUc0o8NVp#g WP30UNr`X{2dkS@q>5~#atTK?eplVSG00ec|lc4Vngah(2FgY zYt#8RV1K9A^X@uHq_&leW`vW_{2B^%BAN&hm_`{}SPJhY&@@WTBy%8)wx(jbSeskw zFUU`KboDYhHS1DTEdc6eR+(jvL|$yGBL)tH3o@G#$sF7KE {fAAI84 zwwijqr@65kn;oP`8YRkAJ|1d_)<75oePFOts!Ne`?r7RXmoQt2M`>4D{{Y5^?axsT z^Awj`?7EE=)ABUq{!WA+nCljM8P{En3Q18G=-L<>s>-#DGNo)-^Mk96nXPbwm^Fd@ zL~<{GV2f2-OY5z%{{YZj)9hkce 2fni)FsS+T)%)8) zW=ttobD#2bVs>j9E&YIU8d$4qW~Z!;3dba<@I1l*Tv%jYk9$#CrvAH=kJqkRK}X z=~pf?O@9fIYN|y?%hUWl1l{XLkD}jg7CMEfs43&Er>2for8Be*ovWMAHC-fe8QSc8 zZ#KCEdSfiX7Q~#VB##q#f`n9KhaQf3>ep*a(=OPhBYI%*tuyQA(@x!tqE$lroXEaF zoPc9c1B)N)rsw^0{vO6~xv5Zk0V)InoeMafz?EHJQ-`ONOD-=VUlYiKTLi0# <75*ZTt0QW2UtK04eBwX?7cAYgf)I(RRYq*H_llWAV{cROD-=Y6?mS zmFJees#=FiN;sp47I__ph{A$P5pQR23_c0*TAD}g&qW(v*DmY0C5@VDmO=sn#FOdN zeW6;Ld$RF03bNDFK`bJzBXKl|EK*4rQuY8cu+bqW(nFK<)9m+^qS(Hv?YC9&5>(QI zk97(1Bgh){t> 8m^*L51GK}%c8R#Pk=={x(Yh_x|<=7&tYPcC!R_~t%yd& z;u1!J6ws^*4y3aZKNbLS>}Z=V@o13lH}MpWfGJUeDbg`5sJ1rIWyM8LO6>e`WHw$3 zSs6>?qsimso>0t0P)hYNm{f8=jFBJsANC&1E+lAE>XkqZQNtYtHoGPlawDA9zqg|4 zj;Q+#xQ&<;`;|zIi}@Z4vZ6S%DK;X ARGVi=l1II-nHt=|j6Iql+{&c~q>w zxD@FUGt9*mco!OUvk(tA{2zMRZ=~CAT4>)(DfRi|rdG+G03;Y;j*Q>($n4hW@1DON zH?Bf)kHt`SCO-*~u9%phOeW()i_DoA5LtyCM2f0-*QWObfz!v^;rBc4gTC_3sWZ>? zlCm!o;=&BEd4InVYx4Q^haUBAw_J lN#7Kj+)BM&$UfjLXGGB}v8S @f~!Jt6U`u$fqQxjFE+Rb-T?mqcmDD$ebTtw z<#3{CXaVzWYBBq0dXhf;R+Ik#Q+7?>%}%&);|#;_p+;={s=a7 )6wv~%0T_EQnO$BRA z`uSIeIu*7Q$w{1w8Fa?Al bP%ZnqmD#lms}kCP3OM#%aBg6QM+QEhKD}a)8=6az zPKGYH%C%;|%wuGV7yj>L;dtSuM2*^?DrJdYc>wh>l18%-2wfxSquKOU4LyKGHE96^ z51;w-&^vL1!rdyh($%Ns>G^cL`2$$l**1Rhm)7~r79zT;r4b^8*0e@C-_yWVlH{-8 zTl_tSY+?Efm$p)9r~Ew#w#g)t!0O %!-t70XU8=;#!yHHLulYJQw6}qW)X2bT_4DEWO7sbD7^Gaq zND3Fr9obn*ke_oTZ-3~)lpB6WwfjR_M5ZH_`TCM;{Q6&ds?=!sf3ef$Ka!G*2~v&a zlD>{tT|kis`BaocLcgX)vNoIl0EMm3vU}akTwM5R7z#L_< *>*{;4&kQ zCumrs$UdsRqo;w*&-C_yKp>Sz5IFwMjPUlP`i_SE*uH&(wdzed@=(Y2vowM|Ow@8S zi%LCa%Pgy>Rf$kY`g;$>Z6V&|ncMV;S}F1(wf_JQN_P2!**Z8ShXd)*Z9Il*sH9mW zO;93&uOw{5C?VCNAd6bxUt;*oYT8$YI%-X4&!I!FDumP-x(SO3G-E3vD r6;SFvRxi|(8i3A#?NG9t!?Yn8JZ`N*sC1*d4Hdw(r=N+vYndl+%YDo z^zKq=QBX1| u54Tk&Sf`ibYjmA}cZRy0ZOOUl#uWZ|%#;nA@m6Lq2rq zJz=O$kw$clTs?8nNj)=C(uNV0ySyr-i-rtH)^2X39y$7beUKZ3CX3{H63=NYLsXcp zM-kDd`0+J8Z5HvxHAGsfs9-eIwzQ$7gfz8LC(%MYXbWGGQr}DaNx0qxmMJMkQV*Y) zr}?@I?pBd~RBTOH{{WNAs1wB`v*b)n>*F#-A!5wlNY#;v0D1`n>Imc;o_QJ@l$s@w zl0^W|+0kl9_S4|xaOne`X$#RjioQseHDa;Cj?+9~cw{O1t#EJ6xw*OaAC;naIy|}) zCgg7-Rh2-~{QlmPxsqLI=e?Y&D3B-;Ye}TLhfp{o)(lDDaqT&op>XTR%dabjI2h?q zvnmoASOYt2X-tpmXNYKK(4>%kKAlBx^&|QZW_Ejo@=~s9KR$?enbBm>RFXbjKhn`? zugy}TyrN}VgXfJr2BDZN;VH !ejI6dMh9(|eDp_E7G|Ivy0^kMeco)E om zw}`TaE~?7KSAnI6^|k)LUukXdNToV@MXq{A<>HoD(kll^3Mh@m)U!Bc*CUcgAoKlw zsPJI~GYs|U1GCmcP&j Mlo1^|LBYuoAVCE{yCr;h>A zgi;icdU|xhSBkFwB~vUE^%6lGQn+}cd6pj=25AW9;3BcPUI709TiOSa;fqFVPv_O; zyMW9iV?s~a(u~u_W2Kf*0g@+R53WXA7LM!%lxn#q*W%m{X7=?y9GTP&ML*TU*QHmM zu_d8(H7Co{rkvdzOx4jHf1s8+Sm}}6w~<%q0k;>qzp*Ciy1cgL&f#l8f=3R6_SVu= zPZ6Q?={<~>!qIx cqD O5^xBmbG_4XvQGFm~ZRIPlEK}eQlxRC}mbYJ%VxpI{g zB$1Ue)P{8yFHB@$B#%%ULhAJD9 -9dzDQUZ8CU5Z ztw;LX>Gk$ce9r{R@nccr)wbkATUO!IzD`)`a5S$?9Fcvi>y;*O(xa_9Q&u!mDB(PY zM@3#jfIl9@_SVvUAf8c{ALg$_$#Dq2dqlur@|yLVX&>_ZL3s+ZEoYMJE& z>cF;uc?SO7YC~+XsL8EQ%7^^DKX$+3l1jNNz a)2`RWA zmHjrkVl<9Vz3qEltoxw1mDM$6i(pW3&+VY--REg-JYkW;^XXN$^weP`s#5N VV58wDY zza^y^NY_gO7fg}7arlb;KT%CK79;v!*q4(gX)aBnUx&}_1b?y84sbfQX=HyTulNr` zN65J1J%Ke$XzI0TO4?L_qsfVaX 6jqGAOMOtwu`E(!Uy~FFR6t4wP zIxdxoryT5D7D>*M7U9W%R7y>NB(Wg#{XK&3r0^gijZc^Px)#8irq(!9rrZ-4St9|Y zS(QUYC$CEq_H+atEWb;W?3J5TLO_-NeI&fMS!C8mM_D%#DzG f5+H; z_W7nP@QRUANBX|rjbpwoFj*G8HC5F}YHA=L6)wvTlvQI1CH%&~8xU*>0^d(&dtwKU zvSEQDhmJqh$E4Si6_~1u0y>jWo@!;2OlCmf1$V#f%M#u6U6)vGI!GVapJP3(q+8hK zw{0$_s(i*c{l7kg>?N2y6`*d8eh#86&&T@sDH0keDW{{<5u|M~zCJu0l`|LA*POqe zYk#X?pbHOk-G_~It#^3jp9qppYeDDs^%nBZ-1dCuC56M`&1!tA#Qy*;1N{9HT*NI+ zl5adhQAd%eqnd_KBnYoS8}86D5Y~}+y}=(|IQI&3TwhZunl8~&DfU*sx2ftWqlzsR zs1>LAIzVnMJ{W34$QfRhj >Y0>)5g&p)|`K7>X6+{ zb{IP83QY&df1ju9O?FDJY*6B4s+wGFC3a&YkE0}gtv*LF1q~Kfx*{yW>LABaBa+7A zCHfoOn&RbPbywgCK3q*J{sGY-* 71xL&b^mhp}Vx%vxL8V-A z#aSp91h`!+7_O5VHifY#l3P&zzth+{MrauLi%j%#so}<|TUSqP47mLzr8fp5=;2F< z;*Al|lW*zC9?|G&0~monXHSIyRP@bBE6)RmXJMe*g3@V>fJk;WB +gjN> zpUbPjq2EWZPdH*;r1+L(Su}~0$s0C@P^qY!+km8kFTwWLkNTR> 99Vr%C)twjmyySyF$2@fq!Gk`P<0bDjXZNoNmq_A z%VHU9*9C%+dkd=@fnX2U@WamwuC^6p>C=K)!SJiw(i%06IfU{kkjDB%X6gZo Y5d3YuS;%XNLYAh&-~pDy|Na0aFvn>$&!|O zWL6AVqDYWSr20m#6qf#%_8R4Bgl2dM$RvK#{;%iJ_1rqP*rq%W`8osZ5oMWW(%-Wh z#K|LTX &4~x`Z|Z3b^^Znsc=ctJBux+$Cy)6*!_d9ACKA-e6GpH|7yvW^?yky1 z5T?t)y@$}7A8BG`w7Bux$n;Ba8I+DArB(cR%)L6ZD?<`qP^>H<$V8GVuM7xgZhzvJ zBP&~kk}nfKv*tPv-@?$&hu8d|^j;pGHJR3V4~+}XRnC@B_x+Mm<-K=5>u^uDH+!q= zZM4T^*^nOGf2)r|%URY^pf3O`{(h6Ckt$*c3n~@X`~iEGa!UP2 wM$5(F{RmzAP_ zAq xRli#vx28wQoU z2(12;H&AsD4Y@pX> fHC>& AImbt8mBzIAa;)+QiuN&o{aM0E+v(vWC(WbYhT%a2uwm{90!9NUUJ` zH?0@S%JDnM7?G#}z)#2L+c3Fl>C+c17V3%c{{TL*!m~{@33*hk{M sN! z>Q6jsRy>cP`ujyC$+}}vN_16e9+W*PHmWb!R-iV$B;kP#_(xyU&Y-;UYo0xs1!lJJ z*QZhR%r$TwAk2+TEbz(+dV0EgWk|}wr_PN$@+x0np_NcF@IkW>O5AyE$~#T>BV2Ft z-z-;9Fja!9R|I5%t5!US1YrH49FouVqBzH4sVDtjy G5$j+8w Oi9B$2t3_S!W9Rgp<;cT=Qu!1l4BSBwR%7d<1ml*S65#g4tWJnxf*qCn(E=IV#i zs-ku-Qq~}H3txf$9@v#3@K`Z5Akv@Z>68OPpPyYtuB#s tMqS +G`DS4I&r!SnsSJrrzi1aYlF=t0~1Vw1-UJbo`Eq$orB$ucy6TGngW04-zw zzq8T;ryrkGzlxW_Bv4j@zi&znnGvGw+$BWmD=hR=yNKLI>ME$}v5>nt<4>LAE 5`wm6^6Eh3Okx5zPT`eGJWr8+eBLnp#S2nlO z-%n#5vvIJskx@pHr2hbbasGV;_d7DzYcV-qnd+TprmYdo6;#ZL>OMCnVAC_D`3%c- z{{RbnB;2R*E?VX~5;%PG{KrR@jC^D#{aENV$HoNu)zw-t8p#xHfdL}yRa*D`N`F6_ zlh3f_t;Cba_Y$d6F;6e`XQQ3Pyhf^k2d7hVEGhEw$kvU4ieTUs4X^gd(!=Pw2R~o0 z`yJmxN(m5^H3#zR)=Q!qxUFl`44_3Q3IMjdGk&zWSuRLFTU=lKeUn_qz8DH~=h2*1 ztxpc5)yW8^v#g#Lhy@F(Au%jD)_6Bz^#J`3u;+?Ig=^BC5;B%ST4emXVG%5`y+)v# z)>JWmw-76fAS$G_y*IxX91-l%OrqS#xg90&1dJKK39ncL?h;%6@|k7v*-e_n1a%)k zPLc^L$hQ|B(upUX0+XQEi0SD9>YzPCAj+3OrPZ2AV~XhRy1~?-@@#$9Cy`_!iC}$t zu#HHkPERAmOmLknVk`=P0=uD9xOE_aP00uP``6HuIFWd9{Q9FOhP---l0{hq0 =CYsEV}d6Dvn-hER(*Q(*(YEuP00XVt#7ZkV@75f z6+dT5=O&~Mvpjm#mQ5)l$)$j~Rtu=c;C?tikI43UXzK%qe%_NaOW_5JBys9JLqh~* z!$u}@e4v%^LllY;4y*pQEy%wBa4+niba>xzEOM*{NBX$*?X~M$gjr29`+8t`>E39X z> |+az5Pj Z%ov zIb>++QtB9j+C|AE0Bjb-*d9Kdd%QCUs$&^FH{y7T2Txf&43UjPNt(#uYF6<2fE*41 z^pkI923MBUo2mm-LOlAcK%*TatPu?~@;M}(5A`LNP)$P1X8QdAwTI`AVVkdy^!Rk5 zDIHjo=hA*Kzj9TUM5lSlFR3JvA!07=sgmRlEx `ke)tJ~dz&GaCx4m7xyP}l^PoGZ42p!yd%@A25I+!Fxsd-w(;*J|7 zmNxYkYm3 Gphjn&E2$vTedcLFlJ(o4)Q4*wA{QVe5b*O2tP^hPw z>S@Kwm|i*2=1}Oe#W*1hP5y8)fC_+b?H$~HEE*#v82S2i>{mVn;&%b4Yfmnf(#VeL zs;ojORYoq_h}4YUwNfr@RDK5+_NK-ep@b-Hbn5qaP~FH~7f3!`HOz|5sgT-K)JOol zg&b-M;QDNCf2X(4)J&8`sT?}hr0}63jR#H34wls(gq;>m7t|F4j%8gZ>OO;y>&LNX z(Y!v&o--h4Ac{8+x1#CRIi@u@JxobL(!6fKc?Fo
FS&h1Y=1nt(0j1z4`-|PFhk=iW-hgG#`*ohBGdYJzJazJbl zvwCkSV5oHH)}$Z7_MXzxYgTEc7(6=k@+;v_QlMIOSkdFMumPDIa!sr*+~4WP`_H|I z=a3l^qMl=?(V_qc73xC9ilBsL)#G$56^YhMTr%7KBl>%+k-TMCuCt2Q&!(A%v!esA zM;pTK;gm5( U@Jzsc6KJ+~^To#KtgB1Omjj^|AVoZkSqiAoQusQQyZikB85v{l$=K++xIe zjbxHVZ7LYs#;toEKnv;o-|Or>HIiGN+|-})SD^*==M2{D@QpaY{{U8c3lsd~s4Acz zp= 7Aj5o{PXQ!(ZmL-@dCXD?d5q}Jz%ZXPERSqHiN8b)