From 7a4fc2cda4ce13907fed26c2b752d9745d3eb170 Mon Sep 17 00:00:00 2001 From: Derek Holloway Date: Wed, 18 Feb 2026 18:33:21 -0800 Subject: [PATCH] Scale the data before learning to normalize the output --- WebServer/AIPython/ai-predictor.py | 15 +- WebServer/AIPython/ai-trainer.py | 13 +- WebServer/AIPython/data/feature_scaler.pkl | Bin 0 -> 1463 bytes WebServer/AIPython/data/model.keras | Bin 95240 -> 94464 bytes WebServer/AIPython/data/stocks.preview.csv | 402 ++++++++++----------- WebServer/AIPython/data/target_scaler.pkl | Bin 0 -> 591 bytes WebServer/AIPython/features.py | 22 +- 7 files changed, 240 insertions(+), 212 deletions(-) create mode 100644 WebServer/AIPython/data/feature_scaler.pkl create mode 100644 WebServer/AIPython/data/target_scaler.pkl diff --git a/WebServer/AIPython/ai-predictor.py b/WebServer/AIPython/ai-predictor.py index a1a93e91..9472eeb9 100644 --- a/WebServer/AIPython/ai-predictor.py +++ b/WebServer/AIPython/ai-predictor.py @@ -1,5 +1,6 @@ import os import json +import joblib import numpy as np os.environ["CUDA_VISIBLE_DEVICES"] = "-1" import yfinance as yf @@ -31,11 +32,21 @@ def Predict(): # Verify it loaded correctly reconstructed_model.summary() + # Load the scalers + feature_scaler = joblib.load(os.path.join(DATA_DIR, "feature_scaler.pkl")) + target_scaler = joblib.load(os.path.join(DATA_DIR, "target_scaler.pkl")) + + # Scale the data + scaled_data = feature_scaler.transform(df) + # Predict - predictions = reconstructed_model.predict(df) + scaled_predictions = reconstructed_model.predict(scaled_data) + + # Use the loaded target scaler to get back to % change + actual_prediction = target_scaler.inverse_transform(scaled_predictions) # 'predictions' will be a 2D array, flatten it if you want a simple list - flat_predictions = predictions.flatten().tolist() + flat_predictions = actual_prediction.flatten().tolist() print(f"Predicted Target_Close: {flat_predictions}") diff --git a/WebServer/AIPython/ai-trainer.py b/WebServer/AIPython/ai-trainer.py index c4e289ee..72865338 100644 --- a/WebServer/AIPython/ai-trainer.py +++ b/WebServer/AIPython/ai-trainer.py @@ -2,6 +2,8 @@ import pandas as pd import numpy as np import matplotlib.pyplot as plt import datapuller +import features +import joblib import os os.environ["CUDA_VISIBLE_DEVICES"] = "-1" from sklearn.model_selection import train_test_split @@ -20,13 +22,12 @@ def TrainAI(include_pull): # Load the dataset dataset = pd.read_parquet(os.path.join(DATA_DIR, "stocks.parquet")) - # Replace Infinity with 0 -> This fixes the AI mental breakdown - dataset['Volume_Chg'] = dataset['Volume_Chg'].replace([np.inf, -np.inf], 0) + # Create the X, Y vareables + X, Y, X_Scaler, Y_Scaler = features.Prepare(dataset) - # Remove indicators and set the target - X = dataset.drop('Target_Close', axis=1) - X = dataset.drop('Target_Direction', axis=1) - Y = dataset['Target_Close'] + # Save the scalers for future use + joblib.dump(X_Scaler, os.path.join(DATA_DIR, "feature_scaler.pkl")) + joblib.dump(Y_Scaler, os.path.join(DATA_DIR, "target_scaler.pkl")) # Show the datatypes print(dataset.dtypes) diff --git a/WebServer/AIPython/data/feature_scaler.pkl b/WebServer/AIPython/data/feature_scaler.pkl new file mode 100644 index 0000000000000000000000000000000000000000..fe5d20fa6f66e32f6856311a0a3b004e2426338d GIT binary patch literal 1463 zcmb7EYitx%6z;a&(k`Ws?SpEyrJ@J~*H)ocY;*6jw9wtYXp5!BGTz<2-5HpjS!QP2 zu8~)<&^1#u-MiGJzN4VALbL=De-#w^NL5N!6AcZiX-SEO5MFAE);qgwf*2FLKW5Ik z_uM((Ip23?PkgXU7ZYA;uDqScND@pQ340{bfn}K!Tqeee6hzdN1_cRDBsm)#h{qBM zkQIB$PO@B0YUdP|abqNqZZ$FN$cmHN@ea}Bqwn-qj1;eg83DPm%y0rj)QoMSo#*T( z!Rz+;7!T*5sfn6iqq$~DLcS&mc|3QgNtC^I2ajZ#sQU0NqAt+z&{&E^)ypjMU}7_N zQCpOp^s1_}P}`~a=sueowPfg^Qq6lNkv+ zL_t<0uR{rg{&yj^m@Z<`*+~SQPOFEF`+wN|EtD0#g%@So()f*>izRAYmDo<5S`QY8 zn((~Hd)@Rfp~2_2i@at~&XJQE^_WscW0GkMQaGMde9Ri6F1pKos*rxKzM+z+Y1LvI zl?Y>Q!xC~~EinC_EiE{?QNn_gX`pRGG+D}ePF9!-Npv&SX6-y--8!aDq{JGkL>Ci9 zV2Ge(EUb%QN{K1>NkphIYKp+z(NsiEHlvyp!$mdXE-jXktqu%{v6xIy2c%HKXb^tuusO7#RRIg-vITVWKkGEH;~coXzWI^EFlI z=HZK>+0+s%{Cy&@`?392nDkTOpnRzk_9d>*(mi8^*&CCeET|9107KX}0|d1RN;F$H$q{3f+N6N0>w@gDuY5D2b}_AtH;N%vJmvNjpf zRgl)XYVm`U@Q;bHnl&Snusn2QerVeT`2ER|Ll?6rVX!hYVYDE}f_|M1WPKKbrB_Ce zoJ=f+`6I6Sl$H(P>*JO;2cBLFmb?}?^6>UzkZ*qBufa?ScAgv9`#{npGz8CI9v-^@ zpIdSJogVjhfRvtgbTqS||E*u9ubuu992`1xb@c~kFgw{;FaHfCLz?r6g&^hAMzvm-hY|*Q;JFfPEmkO_YiermlOVtAZXb*<=|**qc_g?cSChJ9vi$&Ng!zW$cu-HN=c55k82(% zDJ42HF{YuX#vvO9h)Rq|PY+9uNNOw&h)K%0!rtE2%A%opVnnu>zT&#U ze}S14ZZ&~wH8d0e}?(rU+ae1M~sSZTtrjL24cr2i#JV13w6W=Nih)(8>pExvLe#r zBa)*UDBn=>$J7(IjLeKrj1FtsEn@gF;=UV};!kUAZDV86)5gX`SG>&Q{!7&E6_YGp zeDM%})_Dt+qg(3!_o*vJ@E_YrnaS}P4QpU0CWc-_R7QMO6Ca7CN=#yA!$dRFW5Oci zBN~93rGi-8B*!F%#fzJYWlQ{M@s9c{BEsy?>eCx3_B-L!Cov^0B_k*~K32?|KM^!N zrg1<0?PYFYfCjw&Kk*2ONlR%$?@#jak6Ejsrg`>a36_~CX33`6H}hyCK7X~Qxs{k} z(i^#>fzSWE(O;`b&5RIB@1~9Y8#DiHsx%Pg?=XMUu>bv>A7Ak-mcUBXs5vxf%8j*uMQ?D4j`&$!XwkpK zR#;dx~v{7*h*7Fal!C+*u_2cp6(J^DtayK>G^kk3;xsNT zB065&Usyy`RA!P`329LL!^GCqhz1?487NY0l!_1J#sS6SHD;}vvP}q#NRLl!v`;O? z)UX$WL?op*^el#HME!3oK@I4MA^(b%BCd$}E6e7Q8Tl86SIfE$Yp4rr>{5(}*!;^B z>!D4yb9!b{Bb~yUjWjXK{0;lD0p~`-HLdKQkwa{wr^QG8SwRzo*wXxqnzYR1u$YLr zn6$)(sGdLcCWMCLw6} zC^vWvQleuL&6<%k8)jSR(W|$joTi+(N+6Jx6-YNiHRc+>el$M~?Hit!d}BuZ72f=# zsa7B;XwGktZ2BP~X!sKd)SJsyn*0A5F3{iIT_A>R>AxjyZYH=R)AUQWrQlckA4LHV zcNgD=2@h(XwPABw+019nS%KJ8PjC3$A|z{3r) zzu_rRYf4+j+0mRouhCTABB#eL`90j4=KPUmP30~4>q`9|&Z9X$?5BA(LH*zTZaKGp zo}WUaFTUaAk`Z(e$O;-1i-uWhNHm?d4Rmj!brZ!}=-zPP7BtI{hO$0xKAw$r%?tJC zaN=sgZ~pRzoIubb_8Ou94bSh~tm1t0GKjHidKw*s;-AvZ`R1VojpbpMe}emcxs{+* zGki3EmivqtW@QVV!DDaB{zbNpF0>3EmivqtW@QVWf z7zO^wPyVxi=I{B*Wji;G*W#b~$437J_3uJ~pZ$y$%@cds?B8pd=gSpru6UeuX2|rxL^GH2Za7NFaDW-Tm05Ln)#ByN0^MeSU&&vk zKuf&rXL|j!@v??ES4+ICA@1uJQY~R7zamP@|%&(;NfS z6{yJy)Fw2;$%t3HpMe~v$gHBG(kScY5comZRrvy!`EWnF&=3o_=^2AJVci>FLQC4r2T?C|n}AXs_DgHKp+9?}jO(8Clj z;^z$^uJje0-R|g>=_^C2B zcw`RPr%1zq`_Gx$bY04zhiu%HN~ThvOeLl+IL@dwx_IX!e)HnP%yjxhw)l4j+kvZ{N6qbu%a<-@dX+qK2CzU}F3 zUIbMsWZ~{|8Nf;f`h08ylX>|VI4>!3inAwu^JuizTEd>Vzk~~Nb&z;NiPm+Hqx{to z)a&{gnAoigMpg~RC)+zhNmqUDPN)Fc^VQ71YcQBRo(WUeCexSLClG%nm8SFvr`H`2 zRhCN9lE)K+!AmRlfm18~ae zC*U{K4BtycA}eL^b$bk!x~fvl+DN=OE0}J;04|8w z%uFV^wkxLE9)oiqCgP>HZ`sN9{Sn5!gO8;ywA^n7%<7npMK6Kv)O*YX!<*@{(ts6kz!de5?m!LQGGLJhz>Xk8_}_fkQEO z_f1}Lnk$pr5{2JF7D2wD9e%Lh%$A&=&&@v+h<%b=P$_CWDEalG&ygt_Tv?S`WpsK2*GPGk^Y010k$I}$<5fF9#;;*VqQh4v9>L%8Z6Jp@9M?)G8@u6 zHUiVn4}h=Lj6GkhfJ>)4qF&}8O4C!P8EZUobzC31v`7|J_N9{IDFqxpJc`~FB+!Ff zD_CXgJTCRzILi8Z71oZ9XEFWTqEgqPEM?XLh`wox&Y!zL$q`jDbC}CbyZ4zHcnI+A z$y4mzlaoDLRn38IL0h@+k90`JXfO0!a+ocC-IaFNE`hOg29mR&1J*AMVAic$({18lsBd3826mhP30_axPj^eIHmOGwz#ac}b za6F!mp2xbgLBS_k+T(j{#g9;SvBx!b2^596=M5Nl=!PGy97wHWHlzot(Q_YvJX_G3 zw#!Ih|3VXd)Nv}*d`-h4@_jM&xdmi(yuoS<-Eo(BA>68)!?${}n0=YN4q$%~Ey$h9 zxISz6K+SHLek+W|RmU=&u->%1Yb`fRY6_cX<4s4@4e?m~QE1m`Fcv8fM(x)%u<1n@ zb(u35uSxW!mF=g{NBwb_aISz+n-F^5x02~(SaWI))_D145qyp`!}`nXV212kGKSeI0z;Qf2jKGy2OK|P8O2+h&{@ry)ZO;9n3V`BPdM|6U54>*zxmMOZTGo^{r>1Nqc2J>^`dTMO!vBV$H=@$%p89PTyM{X zdWTyq%3&B*sPAPy8di{OE=`AixZ#pBm!W!@7r1R&$N%V+1RFl((~E>zFx*a$BJ#qC zYgZ_$uX)Yn$LA1ry2L*AoQQ402ScciI;}QHg!QSDuvWYWM)vol{;}bdKEVnHnrPyH z((7>bgCz6IkwJ^geso#;Gke~ljDOWC1|^Ih@saw94se_+R)ai0TgH<1f7%-cwCr*yX~inRDwh3%9C;UP_I2L zRhv#BH@ZVfv=O<-WMg{bWTsr;kJ<+$=vmMduuKW3zN@TJxa|!4bbSgPo~?;_OXspJ zx@X|M<7;T+_lb@9JcCUX3?#kT9&E7bHqo2oxx%zlLz!euD0ZDCK4e#F(TtP2cwvVb zTOc%|sV-{ReS#@HyevtV^PSkl)Kl<~btA`@M$~%PBK~GwHs5*CHE6Zs1go=`m57CQ;k%qge6Xr*LxLR!|UqVya`O zLAO3GPoP@;b_yd4ot*4LFN+w&>QD^Wn5SA$tkpP^J@*@w?QBoFE*?YQoXhjFXw zIg;FE0{qH8^zf<@`6j2c!>b)oe!>iPr`2TM>!}0DNj`)9?fTK!{L`@iTNt^ecEs$8 zNjRf-DZguhEyfL!VMm?gv2t_}OMZME(%tT`tNWbj$ov{%h*T|Ck`qVPo^8o!>qd4= zGoGyD?QzNdU2rjR4;!<)7b|koBJ-NHFmlyc)HW%i2btB(X{!z;ExpUyNo#Vpi$6oQ zMi2b#b|1#3jlu14Bd9}tEPHnDGK)Li2VH6|LZ{PdWO4F6>wml$#$GhU()0l8-+LAd zsh!?1s6JENBuIz757Fvin)llU6vh=q?Pj zLK?9lmkRuC>GsJ8oImp|bb8;G)z5aN`nhwMa;61w>YC7f;u1D|e<|l`9gTfv9OgfK zy2SepyTR@UusmdgC&@NwQ@wodejnVII2xByR0FsEcgW4iyukDie{>do>% z`QlIZ@Ds~mDHByiZ{?w}GKg+|-&vR8=?%;K>( zjC@fDi`x$(~D?Py?sMTF~`EcT%*O{g)Zi^Zj^LZyyX zT~ni17H{~^M-0>WLT=?6|m3$(-y6;gb0@IacbGX$r2sK96yM{vKm zm7N^=2{v_7Ca}}T>rp|Nib^o#nLib+9LDT@RIx5RjwtBj@)+ ztqE$VRV#@bS5?BDh*X;0T84J?mBIq~*>E>{A2`YQW4}QTcvaDYMQ+PM+dW039ht}9 zIn@z!_IDEN)!ry_BbK{z66TLWjJ-RUt}M*tS1h&!r}JG%OKlniN7JYiF!+8_nD z#+CcC_~O$0%yMBGYE6`)~AXC=}aVu-blmm##$mYwH!vI7@0 z$Sz$2mr1M9%yBsseczINJ>6ixT{|*aa)sURTZr4nJ>zzrtz?D|uYtzNT>4yc3fhf) z!ySy?f=b>5ch*VKyNw;Gq&v^TE>6V-$(s^1@K8JZnRO$WKJJDBCPRqRss7WQaS54PXp9k`D1 z!vJ|d`lQ+gv|ZcLaJ~@T3>HHEY2|Wrxgs{s*oubi8qPZO7>m2qvmkZp5mxuEHC+-7 z2a`t+7`Z1>!j|XoaaAF0ACQ5TTT-}@s|K>&$JBUD^ZsHTQJ%TA`vzJ$199MtZ*0Wt zHaONa9CH0HaSW1)Cqws-; z*bUFQ?97A^+N+#Q0rzr=KXZ)@>U07!#>mse3xmnZ;xfE@Cu9~~E<)WxRS?);5)Jfh zLyiWk+2{|$Xi$%taOY79oLw%&{2xkaJ3RqyMI33E$Wc&C38d}vfdi7QAtc3tq>PX7 zQqj3ABI^X}oizaW2@~OiVh&z@Z-J^a_wetA4r4Pmbz%EA_J-4(CST&{j0;uiLI8e z0y)(H>_2uC4xds6fn!Xm+w^`Eu}Xn-L>@TbDw6fPu~YcP*B(Y&ec}#DyyH`K?Xkn& zx5C2HKcH$?G|ui{#&+gzg*T_i(8$yzcJQt*s+%5!@@H*O?V6o1XrL@P2C0y>iVj@9 z6Ni_J<*+WhFKsE^2u9UHhqb|E<>A}A-s^CAoFBbYqByrYV2XGU& z)^Y9cE)soC&gJbj2lCxpO%bKcT`l_Y`EI#$KsCQ;MGPOa>H+t{qAiP_Yrrp*m*%o5 zUX-mBEYx_B#}{R+a?HFpi0frLgFAt}_=y{oxQp|u_~rMj9UbRS=M4?NiGp2#+cs-Y zdFW;j&QP&H__<38cd4BO>n0e;5BKfB%a2>YC*AKWdeh&SFMXlHCiX3JEY!Q=sHmyS zi~87zM$Vhcb?%ZboNQEC9^m9y?yWqK`=fa5&-VlWUOcO+U(G_1l~e{|S%(;xPaA;4Sf3=bz~H&&Fe0iz(I;k8Sv$ zB7dnj88*_iB_8YCm}~lv=M6u9&j0gz)GV)`x^B+?@5W=flgq&)Uz3biF9l67r1d5x zT=v6O7?{!vM(+N|^g6GDtH+Aj+fVLTvuM3=z>;_TW_5S&tcO3TPo2rFK4QU6TzDhe z;J1yx*|iLeo&?e6sV4jZTSwme{d1WAx>Ti9&SiRe(D9DfA>hDU_F?&4 z5MI#c`*o~gZ#6pLP`3_{k2)l*4j|2^Lm}wXXEsVDhkYNWi%&Kyk>@mLZjz=a)rn5B zdsAj`k_)`q@p(H~#9&99+Ao{?cCHe7Dz#@ekA$>jlmXe?U&Y0oHe%=3ZfCvMyn(Ix z^=!|T0caR;lDp>E8o8J16glQN+*g>y3iBqjd%Nba@ri*rYOOR)TR8|tqvnCLTrI1; zKL}UGEoZ8!WsvA=jyjUQ7`V_CEeb<$okn*oTYsJ1X+H=br(J-PaT55+MVj25cQ8M2 zqk_<4Zkd}l9dhf5cZd67-BvW@TfXRSP-~1Y&|)DQ zZo`fx7QB)6QsK}?wp3qG#w{GKh{7y&JTs(kMeEIYLZ+H8m;k3M$1d8a(yUCB`Fhn&Lw zD3KJ$PfMUO(H-9e=79dvFWkJYeq?(xiTgI!l(7046RdKl32UTig+PWjslQ;C7ER?N z1D}ed)UL9Lw$3=QVji5>Bgx9MJXntFZdO&)870l_uvfY+SSa3s)4lz{`i>gCo0kWp zRlU%0hCcCQ0%*$je)!&CF`Jh)mz|272cB~#!oCZA;of{}f)UPidxa8zX{3PVPSPOV zfl?&@Z3_5o>VUG_PqEq}6Z9~Xp%X6^aI>Kfc@`H5kM=&x9nz_QH$HeZK3EGuVQk0?-Lg%)ZmD56^rS!T_1G{$nDNWPykdAWLk^^s-l zgtQ$NpBpNA8oiJedhGaf&&EiB#s)KpY=0I)ZfszwqxN$@6nyYaS`fRH{)Bgol*O(Y6WD{Z9@v>A zu;hC(bUo-yGj>XobKP3jea#rSu|}DNWc1_9WjhhO7Xv-N1+w7UhafvXjTg8MXVcVs zQ;xDP6=*DECJQ`aakxGiw(-HEV=Qrdlo}rJ%7Lr)R!z)1{n9*eoC~9co>bH`3Uig&tc=-g%76y`X-ytOXq*krPtfMTY(@Hq=c^q7x)s~Dk?{SrrJL40h z&e*z2lh!W(3Xh*@(e*;aYxmCard&3|cc&o1q(9u!4#a~Wq{#o{E9g5wlcw*h0+pMe zAnW33uv)GTUcF19{)G^p^mxTTdoh%0ANBo3>34qRu@$ z$jf^MjM%43&pbcy&llHmPKNsEYuE-q44TLDD$DrFjZ@*_E*mT<_J!LIU4+tm5Z_wd z=Cs<2eWwd=!p4W)X!_g?cFb@b9FXaaCzooGCk}xnf^qyANe(28JJNQom#odm;e5GK zI~pXR%Ytbbd#1me>2<4zT_x>F=Zg!OoK z*Nj1MTTr(wB*{%v9nWtIOKQ7yHXmn3^OG7^pyo zUsTcSKolC9MpNq%F3_V;m2&ke;Q7<_T#|D?dLiGN91Y7kKhrWeF4KeRH55?g{#+=% z7=Yuaon$UO6!>%Tp|s3m91L__2cPS?U8QqeL*yJukk~3nO2zf zLW91nP=v?)TnLhuA;*q=>D=@&4K+t0&BIy9wEgB9OJ3$6p;8Ma#dQX4k&fa~Af!ST|Qgx~pwQpTm~1`ipXOd2TigP(;x+Ig38T@~BX(S-tZIZ)2o>pIiQi`7hT zkTMrpas(81wnE-U0=@hk(5KBeF!vt-sqWX=(g|{;n{tCqO4!LNuJyzb&U@e{Z_D^% zNxJ^vDJV^?U^SoagVKN*aP;mpHlw-&ntE$u(6j?0bJHm>%V8$8TA+{bYoBqUG452g z*^};GkixFIVNg;RN(aA)VAsc|OkiY<$9j50@MI^p;Jr6>u|E$Xtu%Py`*s*)>WEjT zyW{8S@ub+TFRkmWPA5MZV5AS=n91riX|pLMD6WMz7tL_Uct^Sw+J@{VgyOrKhL~Ta zFIxY}m0vpB7^B15vdbGcvc8kG=w#|sFzB=fQoHKnnfo9#+WhMn8Pc8E3%?}# z;SPh5Z0j6fT69)GC$9Nm`1nJ-3g<{C-?yPVhim!i>=PF}x~^QswFf(Mdo!P76O4gZ zKC%tBv~X#VC#v7UTfwVC39IFW5#vEK$vE&>lt4xnD~F_3m)5?q$eh1YM5>2lCuJgX{!w%<;0Jq7(y!!MT2UfKbqy{zfv z^{y0`>`5zaJV|%$9$vIP!Yl zY&0nSFIfd z&*_2X@>gN!f^1M#>P4^SEPy%BBG@-}nGG8;1yV*Ekzds<2(EOX%pax{ysU<`GO(iZ zs|@m=s^X57=UJz?P8c&4ErIETTo5H-yEV1uzm zzF6qm2D>_3hvW{M;AP!ta2e4V@{Gj$V~swp>3WB40X25#k|VzKvBvG1@0n%Z8CYEF z$c8?b;NDL#BadxXwC;ofnM(fPt1?Wm?~_`n&)o~>-_)_Ixjk@Jzh1b1)+27yV|C0d zP+}@x{sf+ZINnsBM#LiNM>(Nf#Z;CT*Ozj;$-{$l4`97#TbwKvAuRk9$-P%7fEP#2 zp>U4Am`?^`kFN_^h4FI7%-%AjcGrk=-f<7AB3;;0&H*Jn*0MBlzk8F+$s|jF$J=}0 zjwesq+1M3KeSIvOUf_iTrhH`i53*osD+$=V+MF#A=+cOHJ6YGyHTB|trmgi;?}I!W@|b$tQ{`DsD^?5 z2f%kwHE4b8fcZT=@tUy=eOfVq&5m3q+H9K5o(@n0w^nJ)K&d_X8&|`qBNIUBS$k9y zU4_q665wKYXI2{Egl$`!(me}loIdY5cjL%suICmroL;k*nLC9uo&7dYsy&lS4L4$8 z13$yD4qEu5emOg_)*26&Ut$>!YKGvpQ%j*v*$$V8mjE^uN)#_ z+QYA+n^8;FJcSJf9oOEJ0^@O-nV=ddf&XO&ab%Nb1ljxKEeeeoJlsw~!O!R9k*RJ4;fO;`ytSa^R!y8!m4x1DU&JEc3D)4gTRz z^&5gP>dXT+)I`5AHUNE~n7d*009l|CSL+aFSI7}}R zVqVW;(}JdR!@K!{#r+@_5+VcjS2nWx8@8;zvkGp`FebC@9dPbJ0bBanjIBI9p111f zOxF!I@$WxpqJeceJWHIQ4$r>R7k7Gm9*sUn^5xNCVzZ$^eR3krZakK(zO3htq3Mz@Ts`%B%6m3#Ut1`psR? z$-g777GQ}L_Il**caE9BAsE|lDx`g|Bd@!bB)*Q1U#CgJ4rL#_*JlQN6Z^FM=R5%4 zR5RA6O9EVqwG-dHy|aHjXTZip^hUjpuQ&x4eXirq_AK?)I`E19E=p;$8M;52B79f$ zjwM{^$*!jy2lo@UxXg1hD92>M-RwZPBH15JYdtv|gUO=VE9Qfa@pH%Jeg$A0(UF!V z?c}_N4ur1uz3G+BaZaXG1f%1mXo_cREU{3-qn%Gd?W)!|@0Klz-kAtpde?$QLLa*0 zJ{aFDcc$$RmhnmhLr6+|xA6YPLDY%7V0}j&O1&b5q02Y&da=^1`gI*YZpA_P@H!Tp zMe{kyGX-o@<{hZ8G{@tYdz1b>Q&F3W>7wUfyimTs3EqEUL?;#oQ2aLuKJU0QS%~kn z@0-+FSoyXL29A?uDoRSUo9%~D)m6}8-8oQx6N;ZT4uY#s04-ROiq~ar@mz{n#s`07 zcrlmt$m&X$RPCA8tJUygs1?4eKhB0dl%&q5SCkKNI0Fy;Ln*NKJzKdogEwEI&*Jtv zV$gd-3bu2n{5z+ZncaF;5br`C_6wN7*Oh$4TPyB_Pb<_3z<8&hHF!zkDu001Wz|F`rNJnJTm%Ge4zP2ry1d&04yLKdp#Lb|pcvD5cN+Hh9~XZURt)=hLo^I7dEeX2ZV ziTzBgzlOrl%SS;*S?s?YYeH&+OsGrY7v6KIJFW<^ple3QxdBf-X!?te)W>x@^VnhG zSnao*$(Fz8m#*}rwfA#bsC_-37UD^jrsMgSqd&s7UZE7R?lK?T%M6`+cj7L-@gtOe zEUL)0N7c8UXk}N#qM}~1LlH~4HdSsUe6GQ4mmU|tb?_AysLNwKTg=@qn+2m+^hHNU zVipoZ;NJED{L_a4aAv+hPfA5+ai(t9vXRB=a{>o@tT)5jpi+lj58 zL2TOjO>8z6!K)}EdR^9zf@)PLTrmdPWv=052X^M?OWoDWnbG-ww57xF%{VQ*QX(I*=rU# zyo5pw@h2D)#D(``km(e#`_Is_lyJ_g8`64L{~KM*L2RE9s1pqzt`VaJy(Kt6g~ut|U0H9X7Qf5$8lEg;)5Hpf*^)-iBU| z7!9IL(%7m_8|9Q8QDMCi+&mdf+k(5(f$i$}U0#5S<`2NRb`$g|v4`E2Z-hCgzp;>U zzL>qI9T_^9u?s#1IR1<^b`aFCkP#W|YNK z03%MEV@pjrrfag7O+Pn|Y4lhE)8_`@EvGfC`hgrR93sR#`EK~Iw1DZX?#tGj&4vkU z!YM1`kjKM*%q6V%yxYO1_#IUS~H|s#lh43jZ{sz(b*P< z^m)rnwdLrnj1n6ENMxI{<=Ar_)(vIkZ|B7v()WK;wzkBa`7d%dB*_W^6WhJ@U#$%1{d&_+or+$ zNG*D9#=*_E=6uzL3^*ApmXUQ%+yW&T)IO+0xng@~lCK=DbL)-wRKdj&-WV}dh+YR}=$hOlR@LVm``)uNld_bfL%q7tNJ(xma(^PW;YXtq?xnf6v~P^uolxH^KP9TGlh(fxY)uMQv%(+d3BCy^xm?+d*HS8e*#nXV|#e)0n!JIu7>npaI{n!>iMM@kWUu zjoUaG9;k}nnLFZ-IPV%G*|uQ+p%b2X{E8nE_<*f)TMQGctJuR%W|;T3-;Ed0rR)W3J>G@4n3l^gG#rAdC~VgnrzvWpa)KPzo)_P}uK&*NcYB>ZIOW*^4 zJF2|2k2_E_2ab)hM?GUxaM<9D9{Fz2{?U3UIBQE!9x1WUi|V2MsyD1{_YF`VWDl`@ zy>OLM7p8ty9uE%w%0Ihyja40e%st+w3EJCEaqz~UDTZ>e|CSP&_xvE*_``x`t#l?w zv5)iq4t;iH

&rjsxDdngXjL9owJ@uVHkMR=VLJuW_z}-N@Y$K&@O@3Y?L9O8}WXlo7nWE>BrdtGoubU8Eo7QymF z12DW=A1{1}VcyOfWam)DJx(z|iN1STka-Ya?O}x1$Jr3<)S_JLx74Yl8}7(Bj}veoT7BkCT9wXf}AV7Lo@ z-QI&%rnIL?W0f#0!x+_T>mcP#S85|nhXLKX(zn-VSbHmuHiizxtnLz2Mbs zWljscIl6PL7n{372IaTyf-{SB@S5~y?#aOOpnl<_NOnsx)a_R$TgB}x;BX2%UuHpP zQq|$nVIkUXnaDnFTMf5X_JxBXmgF#LENoibhYrncgLB6>jrLNe^&JWQL zxpyw+%)4}?3#w;X$Tm&9y&5^?*F7=7R~HBOxX%(jbA-xo74b!QCrTZ<1TIWhXM*ek zsDCJn&|lKQ^YTzA>nTf7R+_j?ZXb(W8wMfmtJq#;XQ~>e##Afp@Y(bMv?6^pCkp7q zI(PMBn+M8?GVZPCFM}kGS+7Wz6IJoy3MqPg{TL{2z79zfRI%Tuvn+0$DjW9115fTM z;!aP~Bg3nQAv<3RvUaS1n)&&{$T_x{D(eFouD4mg$ujgd$&hAD@*}oSmQ{@Z%#D_u z$p%M%W_fE@vfJ+!>0av`7`ewEM|%{rG?yOYy9lpY@|)pooQ@N{zY>bK4ozkQO`U|X z8YB6PSUv2$v=w9;o@LLb=Y!Ioxoo`dL713yh^wp@0e@gLTQJ@Z;}@FKNt;Ws<9P{d zFZqU9j4(vSgUV>Jz=Vwq+75yX8Wfs{*uH)S8)-RFY-j6|*X%o>_}rS7+U*6@9L4vj z9>uMF9S5pb%9MSg0v;3tt;=$t*O`03rK1(Jn&}P(1)6MjJ`blVR|wa>-ov(jSHsoW zeb|Z+15%8rfX7QK*c2m0w7gWy-B0d}nHL6wgwPCMxoluN?j7VyFUZo{TnlWM^aAb- z{>;9N7EqTSC;8EL)48I9@od1=e!@7NWe_7{Niz%VNO)h1E=8$|V+UVh#;G1;;CUQ| z^?1ZQbk9NZ{CUt@st@*BHUZA>ErI2o-*Shx`!My0o-}C1Jf^3f3kHLG@vl4|a>v&? zk@c4CP-)bU(mdY@`Q^(XPCm4&gU6 z#qScm;f+F_>G;Y3JUj?6yhaFF2D4c8(r>V?S_Qu>ehRZ@&Skr2X!0jU2a~*R8_bEG z1%pfs==BjhG@IF;q>uh!2bS-IJC6<6cK1zeio68v+S3bduZ{qx4o}&ZEM3}CmjfO0 z#CxUA21~DwVb#}8Sjs~%+9HHCutiw ze6)sfl22#DO5Y^r?b8YejE%yiF0;VXv9(8Nhs3&t*MgPJ`oZcg)pOqy0PE zL5-&-TQs{P8&x5s@S9$|tZ+s7$qBU=+o^_$3A`g1ojXS^MYp{Up@AH^{_kA$#?yHQWR^Mm+x-VjE-2pa#xPTjU z<`m0TOJ}d$7x6LjE);fUBy39=&d-R=70sGqK~Y=VV3FiS77?Ji|IsxC7&5Vp?R__r zdF7cm;;I9mldhY!|6c3P9ImGI(mF zGhN%VkRNDkML#ZBgGPOb@T}MecV=o5|L}`F27O<~eR$QA%-_8b->I6+ADpjE2}=W+ zDz8jF*KhG}{5#X=11tGH5?|THm01+gP7kdNr-AS6FcuIJf;I`>G_nAx&n^>(0YWu= zIa-hOmltvCgB{qS8XIn3dIz)!*vFl->`voXpN1lf$FM9>n{Li`pu^sB^;^E?Mnlodzco+epnCFXZNSV^;%RB@d*NBqe=3;HUw$|mDuazVevbW$4zsY-o;kb z|Bxy!T_?|S3!G@mELEKBa1F8()QDf#lajq%#Q%dplOnDkhF43c@*B;Tf}|jq?V4;X zTy$g|jG1^yXySDN=31X)?VY2r_s}iyn(GTrA|sX_Xv?oq*~K=B|0lz1xeffn%Uvn) z%TqS-Mlq{9Sjas%dlnM652Wj{g8#?fo5$7k{rlt13JnsK21$~lH0-_h-sh~{po!9e z29%NvnP(w1528V7qEtjEMbz2*oVA6bC@O>`8OjtXnac1x_u}{a{@$Pax%ctAk30VE z?T^-8d#`=gYrWRmYrWQMcrGsd@fma@(vhy1GMipfK7ng!^W>iTG$Wbpm0Y@_tPJ2FGtJDemn+UqgnuB?DQnYL-Kq41wx}aEW z*HHE0X3J-y;OGo^wJe-Jc7X%EuQVQJit5q$!Ig-$Hs#(t7RNgVzu^y-WWl#*#`A|R z{D8c1-(jCbI+EC|$_#G~Ao4GqT6`hAy0-flqhh8veB#gMW_<5Z6mW3kEuN*A(w57iu zR^+snjihIHn$vz}A4C@pJJ5?J4|3OTMZtHH_1?y$2PxZ-ky}G|?fk?YHTx z7Oj12GL()yCDfbq5FO|oQ8A{a$@&FevJU_%e}?FnygB{&}rxY zkT<5?mksB>>e)cS!TJ2lntS=*y%W*Vb<*6tZIUoHVIiI0tOZNL$8lQ+M9@0C4+UJA z!5Pzf9PR6jD!gcVlfrUg+=)?iN`wxIPOnEnKW;!zT8^{um_SQMjiWDmvvA%w3eGpZ zj@mQj(DLo>P~=>IYN`uR(A!+tnWn-e4(s7tzBH%J#BsYnFHhn4HtKXxXdqvoN<&+3 zX>(p2A2nWd;J_p+I;wXjZ13}?CtgtE%7V7Tq?`YDo`;`q4yS!Jt?7q3n)L2(_Oxw*3B7ua5Y5ki z4!Ng8{44tRq3nUxuwmo|=zUO~j?lN|4AzL}1HTODA4hRrvJ3cY)8ygsW;-rzTLHU$ zeU<2l#a@U^C6U}`J%0QK14L=eggbY)LcO*gD0-sHof|5Hwh_{_U|I;hKYcPi!e%6A z7B`;@J+=tWk>=BfTb3e+J67;)Un58gTp4^EJx z=lr~gyffy}FHg^cT86V}{kr?`UCTKrv^dBwysZU2dY&Pfr{1DOtc;32>CD|&zLVp9 zwS@0Sl(916c;OF}J9k^@67QZEJ0NFkFlwCC1y?zU3neCT6RAD`ScCQ)H!lKToM0$l_9-zt~6)!fpLN@52ZO%Ek`<8>{t8RtQ?&U8OE)Mi{cM{eTC*v zt%K7aSaE$vCF#^bcY5acc+vgyoM=JNb5s?s2xqcgXnBPxRCyLjExTI;l_`6!{CoiP z?>z=*IE)mzM>U~!Ze=L=Wh|OrQpT?xc7Y!|q|60s7@?G=G4$g3H{l^SckWE^QtrE< zHk}*>VAb3q;i)BKxtoht(sd3y&`eby+JRH2OPxO==dO9&)6<*TlZH2hncubPD|b`S z7-b3Wo0-^WAZj^WpXkBm+Ie!v1c6*%%WxRK^D`W|txObdGKKd!FcTTn&Ot<+1%0t* zD))0l2d}6~?9Y?&jCW7$AALydi)~=z0oO;HaeTQbQS&F9OFnJLjV!(aP0dT8&K$AL zJbM#AxB7_)pE`uRJGIEaXBQr0Hy(Arz7kD$tj)q4$0; zpgU6?xdFE)a4KJy6KLYFw6_f|Xjs72@lHU$E#v9V+mf`-!Q=3P?RTV{KL@HTFo3<{ z^OaL+>Z7M^v<41v>!W*mia()W~XA{nyDtV!JSe3rT&21wrCAU zDNd!gezxHPf@QdJGyp9sbh#1PyJ6u&d1~EDEBa^LLsWG)7nUcVgr?Qk_<06mY?qF^ zu=)|hpRoE7U+Js@blUR)O(yT7)aO?4-ipsql@XxXhwnj9579<_XFBNi16b@+kFNT> zVWV8_xUWhBFvLlZbJ?oK-N<<++EH~BhBc3(yAmgG`g?j{gy$4)Fw2;p5ikplKlC1c z$u{9~W6r{!WGmYD{S*G?bV*L5tRBwYqRJyS_Cn3wO`;6*G}zqs9*va^XAUhV=s0FA zN)&8Dh12wD*Xkp1rQ`_inmf*AxLR;&W=^6N7bnx3+;FaBiW}WgD9=S}NN@=!b?E)O zi{N9bSG?boqTlF?aWuM5@RRwq!W$(e@O*j#8uZM8{5u4#@x>f=kKQFJG9Jf0tyH65 z*&(rAcsy4-)`5Osc?wl}K7#K~9EI&AJh8vj2yXe~mHd*~U*H4pB($tdg;w|b0F&-% zaSPs@M2|*w!gZh8QDoaIlqTOt!iB2zcu_CvQfh^kL&NB>$air6&>eWs+=kCX317keeO~m;%tw5gnIGT|@gAmHVk);)?7RFy=K{%&9>az0FW{?|BqD1( z0oK1?i~Phsg<|*xbXGWvlYgy6->@4F-)S>wO{Oo`rg01Tc1hDyWvsa7)!)!y={WlG zDL%(U#qf-*s?j=+QZ&-O8k$X>L3aj>flJ2fh~w;W81q@3ZaT^5u!DeJ^InUV*|iPb z7Wi=)j?&z$0aH4wuoH?7Mu_r98=|78MsR-KN#x-#j`8+=4b5W>(6AI8uBGrM^smt7 zMH-Kx4J5VrF^k93uJLyCjgl@@)@eYsj4q^ZuAhXmYIW%|6Se4hl2K@zg(-J2tY4HP zwvAf8cmrkQ^*GUt%ZMlTF~SY>;9hNcddkLds3mWTQY32lMj_*&isoycmh5HpI(8Mm zUkj%_cyHi>_?dKo*dC^-mJ4MX(op5oVf3aM64F<_=)@bkbdR1m zcA$R|?ewixm?nP`?g?>+JF6COPnT)XPmFE2^rZ{wofk%NOHF5Uq)9Ba_<9umKvl?e ztPxV#Qvq#f+R=jJ>(Ns3CA4>S<}Af~q>pt8$UgA4NZ}2HS5D4F7Pm*E6>cL2LSti=4D8_|_+s;S0y7qDS3g zJNi0vuK3d`wCUa??wh*=tv6AhE9Rn*;pMdu|ISDKih%Q+IfhHrdBsbAy%X*0E{5JU znh4)*!dd5b!~1HjP~$-tr1KIGbEyk<+P{N#dX*@1iYsa!R>~h*9K`9*xCWolw%iI# z41px~8pSonps3`n{6-V8|JeL#^zjtPO%v-7R5o3Mqedf9hp7;zG&<4-r$lJr{2JuG z7U!1Qsn7&iiu|gF)1&r@bk1?1|d#6XE z2p=zaP;5J>*>xA0YDsckkGuKXztD7ui!R+bwiphVq)-Dd7qZt~(S#CnT7Fj&TxgsE zN9LPyWZ5)2GGrk_yKR3b;CE`YDEU)yOI31m{=+-UNUo;~erz7j#W;%RqT+o> zI?9tfd}}$1XeyUI}Z3N3oN*dE0ky$LH<>C)x*r_%G@w4liCDttwa>-_MN zKK|TbB|1x6kv>pAimSR80Si}`!4<%eo7pbQZS{XI@|B^v?od|L-{6nD=8SJ8o_9QKa(Bk&78Sf_q^OxxOJ!^dsGZE96h3SFD%j zYVHJ56$3|Mfa5n9+T8}<6=~70a?8<9DUoRSUa?HJ=L9r4*^1os9>TrnRJbWUiRkB4 zEt+ha#@&wBqF;*l7VqbIa&3i=kct>T@FKfPWN&etf9k+2&PUUcTc7s=zVP{o){b=G zr0pW0v+{FjeRnbEq=eCJwM!v1ljhQgN?~b5AN*XL!|(5;1v^nxct=*fXMyjOe$&TLC5uSb446vM4?g7M=0$T2PMQhyhE za!EY)-j3knhzZ=oU=Mng81KkMq{@-r-AJi4fXkjb3yx^YK=)4EM&oqLAe}az+j1}n znuS9Ve{2ZcC7zp3`4pndIU3w?Y>sHYQUEu1^i0|YlS3gfdfejpTG(jlNDppG5jq71 zq4nW7y>#|7k&ieYW82Vhq|{N0Ru$fbTl}Tr&TaB^euowpdC{0lIOakp-h2lS){dep zb^~s#AQBNrPVpZw94cmJp(~b|@biKfaCYl)RFY{+E4VnpTCqRZm#ZGIalAFXE?^XT z;-oL!av>9v%Kb3c`3yYb7Q(kZ@)9nN#vs-?5fa1aK-*=r>9m9xzMPK`nLWP%yGBy9 zO6YK|Ft7zxz8}k_xx9w8%Q3pe>IMqUJuVVWzm061ucO1`TT!~tDKXu{xb00Fgh#9* zk$6SspYO$ZyOUh$cOCQScaNIk>08#^W?gGq{_Po5_%N`tnn&VbS95L!|(i(dKN5RH0-^FBl-ql9-apn2{Z+H3h1nCVuFjs}kAE?jPh zXr(PT`cy2sqjOhqbj(8f@v)yG`IX`rm;Dh;!Lg_C(34mz9)EkoB7B=H}-bD{6&x^Q{c@+i}%l=Z%$$j$4U&o$f4q+{L0I_la5+|i{g(OVY{ zZgyK0ob=om%^6`py9gvX2gfgHlbbG=v&MlN?RO37&3O$!kA-x{j5d*z%y8bB6GLnQ zGmXo&ZW3*PPBbbrC=Pj6f@%;=DecNNq~1c=Uv22y_$;)(VjJYL7Kv0(e-`D*POOKG5!0j`506p7Yp!>Q}eA^rc`sx*eOYk$}n%^1IrrPFoR=O&zJ~#}yeH@9_ z4H_YzFZxKB`59JJYr+uwTHzPpd^kJ&CH%4VHuTXJ?+3>F(wQFT`QeRYxfR-CUv5uT zZii|g@_1$|QWWcirEV&TV@mzF@(D}nFCGt(rO=R*PKxGF+wM%eAH%rw@kaD`6|r5Q z5$E=A5c@BN)uAogfL@rYfF`DB(4}6DVm<3BjGXuxahqIr;eTl1urM(wW`PC5QF33cWGPL2WNA8HY zYzn9Dox#mT4xDwrEqyRhiLOwvN4MN3(t9@NAzQU3(Ua?=VW^G`w_u|+dip2H|Lk~y2QS-Cl6JkK9k9`gzRT@x3)kuZPY=Lw8d9wM^5EtA26a_M?2AVR+2Ez z;0|2V2kFmo%{;Ys0ep8S4>{jLC}ZMVzDmO!T2)SfTw`~kh*EQrt2hSnwarw{bb240 z*n0*lUOUcz_GN(o`ind|#BCQn8v2gv4;7;DJR5q(qsM61=>k!{pEY#3<3M-S+<+Ia z`LNQp5}fw?G?C1drD%_rA#BPS$saYYjITKf=lI#JC?TW>f#5o%+{D4{?XfWF=UrIY zDL|K+)H$eMi%gnFi?OJR`KrTYc|{lBpiyGK?ws%UkiGv;sNt`P&gx{rVeh7KtM?Wn zy;d)ka9EfI#fx2EOh34=NfZwambbB&898i z)NnyZ|-2C*;sl}Q@hn#0b}VPprqakvl; zbCICeN!W6m>hs`*w3}$WIF{yM)^pL@Vgv5dsb?tb%TFZlIfCwvl;J-!-;6df3t`@( z8FbZVvCYa7=dz|!^ulwx=x$IDy*J#1<2^}0YxAek7c>mfU-7uYf8(wE1}FHN-{MMW{3Ad9?eVx?CjVyiA83)^+4%ob{GVUzM;UL8=HZVY3U_555Sqv? z=6yT1?!xq-0>b(c1@RXZaqh;YGeFuYUaWXk1tVHd=H*NkfO+W z_elPRGw<13!R1tj*?!)^1FAgTdJU1Y&l+|(JC>i7o+E4={3J|lNfJJm?cj-O=ZoZy z-Qbm{?H3lD45myz=LkC=d$3b8)CG^6$MG+FedHzeL;mfk%hXRvOvrq?#9Q;QgY}d- z%O#yf<{!4g9D>8m{tNeed-u+)<{-ZeX zS3ILX^RLJ6b6o$>@gIf9Ri62)#=zed|4ZXnFXvamKXm_o?SGU1AsqPY`2DpiN=T^u zp4a}c;olpNtN8c#@@LU(`kjA&@DBz5oBmTA_=CswSAP9l;Bo!KSxJ8@H~rIiTz~q_ z<~Nal^8b1~F1_r({M7Gk=BF@rjHGYhQsZKFMA9Xb_i)SnmeD6$Z8)dKIBtEVIo&Zafm^#flp998f{to4 z;hRsN(NuPnDCcQ4Ebsq}JYJVU6XQ-OEfLGL_lbSa8h3KbS1zG*Lo-ln^m3$CL(vr$ zpU{YyR#>ZparV+}u-17Sx46V#u^M=wyIliAos`2gcd04&}zu_Jl>EuB( zJ13y%kDh;n53G{)&-cThb!Ek&f4_o3py|F8a$$^Xi)f2~aZ4=eW{j9fYK_20@4 zzgD_G{q+C+%=7cVXPm#TnEC%LI%7+g=0DQ;Yy8Up-)C1G`#taey+-_57i5nAy%N9f z`~H5MGXD>U|LO99zi;O+{O8N9_+75t|DP|n{&%^WMgM%cUy`GQgvN>AFZ`WE@ArKp z_U{zvu65i9vA4abjO~jRfA*F@sU=9T;O=_j>UMi7D0&W6+<8(kWD`ZjF|!1{4-b>;_g6FeUh<5JZxOXm zLZ0C?myx{4BzM9y3e4(T$Eh34a7Kd-CTB9q)QXUU zS_2ww&Gk>?(N1lrd84lqn5?Dz$89ilCt*lnJZ33T}a|q_S-X`QD(4b?BZ=*thOx z2G^ftu{w7MeLwMhjgjXZ(-= z%#NhGGMxpV>~hIZE2^2z+A>UXLm_4LU4dD?Z8_Q0x}Q4pB9(02YecDMTeJ6_TnI~I z7@OX)gm^MAlRW;+f_yqAFgIr_Q{319c2HsDCYKH}bx^=Ah>Rd+Z`i{O94cl$+N)7J@>EEF z!%(WpC7P|h_>A0ddV~y=|53TM6C>qvx|lwt@obQwihL+7!KTb=uNr(|PJVfFh1h)6 znKHMNBX6HiWjYr4QHfh$G5MNz1z{(x1qaS)miIF9wO$f+urrN}4l<^G*4VHE4}FQ9*A>`y;ZovTt`iwK z+l*X3*^;zfa6#~4WhrUR^is=+B~@XWrUJ)9P0WC?GjsPRPQ^_>$-dmbkIGtjijihw zh|Ll#6VWRqL;;uBffz)oz&8$K=}O?Vry1+5W_3x zGM}qPqm~(Lki@VyRTSh za*$fv!BK6`3aSdVhggeQ5v+Q14rLfRN03;qMyc1SQxqyCn`9lC1nq40#H~YA_dx^7 zyyP5}E|*Re{NtCvGAZ1*%pRK+c&y){#GZG$avGGRsY|H4e zY_Dh=@A;~)%=WtljOU(9WZ5Dc_Lk-__Skkz*!)nD2WutRB4tC?q2>_9{&>MiXff3H z#}RB=_A9nCREoED=qGXePz4)nb%>4gu3|lGcd;Hh^T6;6e(d_kp482=hLrAPNChAB zV0<3cvr1~O*o>4J6t-7McxHPZvvplQaUr>nO7YrB2HyV3HtpjJR$kvk@(kKoxrOzN z#Iu~rw8q(#zU%>3)mWQ1xMTr)XG1y_SmsG3IIgD_)LF3Kgd5oIq(_W$Ql{X1`E5o| zFpWyNw2d_`n9N+VJ;A)!NFhW0)>1r6GqSz!AR{{=n$+I(gM4>*ICXTho>27iFm87iL4JlK=AbRFm^}vdeU#13nii+P_pcK z=2hJ{DlC*INWyAK6*2uqU-B9ECn~&)yH%N>j4QP`PL>a;<(u)k^+6MuM;pkvEg_EDe(@98rg zQeW{7FQh9-xc2dMvRW`iS@m_Zqf~|D=Ic|0dX7uUHKB^U)g`-y6-xb#-WQ7ZnewJ? zk8$V8mFZB0-=nCRdYu%lhp{yO3G-SpnBB2!FLi0|LSFFL?Ys|(dP4uXZM>5WiIiOZ zi>hmuAJ{DuGMV(nb-eB{Z$=^g9Kl49ys4W^Da$i_N_4b^mAcSC9qUmOUOe-YIz`zE zg995GTys7p^E#0QZ}@C<@;+)zKoog(D$BMX&mc!${mE___LK>f$`pLt;43hS%b-qv z+CtXL6*8G$J4mN$2TC#4h0<@`EG!+0p%N;S$wZ$bR$bDHhfh!^b9#63cCVZw^uC6Z zX$95PY)vUP@vs)PL^6v_88(ab`}B}>TcRhld9(nyVc)6sVM)xx5!IC1;#lVW)IHQA zJtykj)}>6-w{WIsdpNsFt(R21c8Xemcn5FO^a_?)QOZkPmno>N{ypxGNDRR z?0MRsWGU*vQu6pcL~T^LN@}#nP}2Klgol3Yqn>xRu}NPnsgoadg@UXC#-323f)?wu zE61;8s}5RFZ)4~0ab8Q+IOO1fW==)L$nZin)5x!%RhiWj z(x?>@HRR^>DbyX$KDJ+FGnGZk3uo;*O*&@1VmE)k!{`?;r0S-u5S+igk{#T>fsIv& zWWF`e7N)H;r4|(Hu{$Epv%$BHlYyg@*)umDklrQtnRh|!nNGhTio$KE2%FF338Ax4 zqClzA70zMz-40||jv62bs$Ub~LKB`v)DUZLbd|XJx{sndz1TXVHnQf%G-15g4$7x@ zFSYUEBeq9bf&Hl0NaYb)EO)(;s{1TS?QYQ|)n0Ja>#a*!?{qiP&UKWq)j5^QsMDwB z6@~IT$Xa%y;xXQ~7qiIp{C5I1>q>S-!9rGIOA#;W`!|6Hl4i%8(%_w0u#vjsWx>`s zOAC#);;67$VQlQ~SJY~OttrgaCi zvBffkt3x^SV(Un%+FFI$*cBtltlq$=bti(w=QfhonGeXauCwgwl6{2w((TNd14Yc$ z5@pKu^eB>tt)a%5?P2G>>m(EXvq=fN#g(1Cret2qL&l^?hrK`ZEcsqxfC=7QTeUwz zj||>%gZO@929;^@leoAwm62QQMYSeAV|E<9FUUEeE10*6CQ5GFQtJn;sV`UD1g0mp zQJ0cD1-iF$$piBdb7W+nAZSMpwJvlR(^DNnHf&9xRNGR>wc_<(;7+m5Gce-tTUmB` zhb?huoF6%wH=P{w+>@F>YO%DJHCviGg_*G)65+|_l^{@-I%l$!o&H#zxY$y`)N75T zZd_EN7@IYMVD)uOXre5zm)}VioV!b={wQVLZZs2~d)6@qNd-)$sUl_hLz&zWvxKU@ zwT*ph-bqUKA0YFY_)4YAM&!9&^~}+eI&9{$^Q39yd*FUKN!yG?@JKAaFIz@ffX>|hQ8aakBUcHHlchDzfBKI)b%Pg5mdsZ<)V=Soj zemzEFmN_vZB#aH0DFEwR_Yo2ik%DcMF5}_jLR{9!XQua!Bg)-;tMWe-;y#JGl*PkC z%*yUOfuiw4zT6d=tZ{rq{tt%)54Ka)1u=VUiJ$s5(ZHEfVa6rFB%Ooi1>H zwvUNz4x-*f?IjHk-eL9*YiEv?rV5OAw33VJK9f(so3QxYLgsWGM@0nkS(Rs&!khkI z*)vYl*=MCu!q?4FRGVfdJ8E$iJHB)nW#G4(&3ylpTK{f=Kx)l6>e!=Il(nIVTGD=u ztkgd$d>@n`_?)ng-92I{E63|6XJ0F%4CHq6{7yIs*Us=`9#EdVt1^e#kR3v5v5~c~ z?fntT(o6Pp?-7l2Yb~h$#%rf4~N%53jcR2a=Mg)~ST)+yRNs`l@{e>qA zj!<{rH&HVCj__WNc*b^JyU#o3{(|&%m_Yi=nhL*+*vrb^y2pz;afnell*2xMIG^X| z>_fe9kYZ=JI|@Z#3#p0j?m}I&L28n8m~d{I85>jhjvD5a&2ot;tb3<~P}L-r$X#40 zv_4i$^(>YY7Vgm%?vQk3)|=g6Uk9o2UUrOO8p73xWo}og;D!z=@8$wZ?#&Nj)5{zR z^U!BQtdFwZHQy+S_$Pva`YXJ2?+oF5#U!$SwJR^^x~fp7jihEC^AomvJ)o$4vw7=% zqlD*&hq0^6LwNlj7}LtEYNQ%xgHDZO_Sd4~(D*`^OKzyJn>&Fea-C(^@se0z>} zHB(C%7Nf||Fk4RjbW0;+Z$%52`NpxTlco8?;eIAi#*tn3Bbs+^!E35ezeVt&%2o_; zIF`3wa*41<#N!QqDHaxOdC2a}9>Z&^Z)45V2N{bilZ2~#k5FM{gm9|DJ*w)0wy?>e zpN&rsV;4(ZW~u4oV|Xh!lcR1$QSF;aO66T7bv<=AwYXeCv@c^Bby0_1O#AWt z7bQ@>+*aPy&Uut?Trwq5{D~@w31)W#tcP!GD#*iEPufYN?Uy*B`JN8G>v%6`W;%pKK71d4X4~-={JW-zbP}B zo2n7KfZ5rs_bh*g%_}3$&(9@3=G`RZh_TF1qXX2l0aoxiE1qmV^NiZOHHO*rQGuuQ z0~2oBug_N3xL5x8FpF5}(MnVwT2F0XSU^do596I)ttf19ZK*oy!4R4FRHknE912}* zBJXbOr3_@B3qE-!v*aWpGcjLHSe1KR;m!&vIB_mBQtR*vd6zXPqRwQ<#1xg1TaS<7|eZg z7hBVuh^M7Q6B{OvBO-bJU{7!cZd`o{8xi&nvp=v2w}h7Doug7fwlx})Y_GsK=>fjG&- zxa>p)!mTa{t0|Qs6I;uH#?!C3mhf-#f53wpzrt>LM!{ zB`0jOrzFr@vJbOca~JIL|7kUh|G^67=79Au3m5dB1dAu^0AqCs+|{?87}M8+osUf+ z&e>OhGBp+AN>d==|1}Gr_0bWRf01sb#=D5SZZ-fP(w2dFRu8b1>yvR$`DkLS*Em9X zvmbaRoq>PQxrCKpe2@9IZ^ri;T9I2ON`pJSu~_Q%3%KFd9e`@rz$Olf+aHif%=0$D zGgqGh9}3g42_1{@JbzQ*@udM^_$&$eJ?mq0+w>zNX zf&_Ns(16v0%tIh`dp3Uh>`5S}8wRAW0sO+ucA_f21$$PUOt_|=1G`qK5Ko~$5!jW1 z2fUbpZ^$}em8gR7Hx=5zzkM-yyZQ$9I4};UlB0=*A`N1rfA--eDWODzFN7$4L>crLI$F26-IAN$>65v1LG1PenWC#DWYS4UVr4gSEs`3uv zGonv`^|qnlOD2KeIP#FN4R67wWTp^Lt1E!Bj0#bnx`?pO&%#?rI^y^0(yX-aBAg`k zz|N9jz%|~)sJ)5!yY?u;=%WVl$ife_^`_%o>?JI&`aSkldJ`W1(t=!9ED0(KV={Jde*&$C5mt1C<`gUucI%N%9FlOoUaBOaUi(3Lx?u29D%w5EdF6iR~(d z#8BlkJg2w8>cZ?4EJl!reevxf2H$&N!L>Tz{B2C3ziR^jU(q*|mgN{%$-uuPPB+(!Ry&$^9|J zi{*v5!#5l9-jE`B{dzkQ^R@&xi!>tNNf;4(r5uQk%$K;SNC1=$UjcJ&oCe*Eud%H@ zIlx4)A7H!WK<}jxFm3Zo%t#`Uc$haE=bz33wr@v*riQb4WGDsJYFHDe_pHL3GkdXb zm=f^DLxGcHDeeL)?+&*lJ4zYi)W>YR+75yHn^M8y zcRTPJjTa#AY9x@{r$G$*q!SA!spCzrAz`#C3h%LTC6*asK<%eG*y5!FPW+St+y*7w zV)!8-mvjjazIhgu)c+vzjt7Fv^UTS!3P@Hga-*yQi@?Jf$Ku;N%hqvN3DLl+P z(jF8y8xqEhB(dbn1kmGk4!A1X6DCL35}PnZhw8vG*a^=r2?8flEAgcdFXMA3pd*|vK?`IR2VRDcm%R@)QSBr`++V`j#%}!0MD!>iS75B@trs2h&MmI!L0nT z;LajD5dCZ%(Ltr*D_^$b&DXZ$!2{;tP^1NDjLjxPD|UesX$)qGLtygMjhKGzH122t zN!PLyMD*J8_^4s+pz?4$h#n;c5~D>R$4mlPESyR_={QXYPs-wis~OQeun4T)=|bd| zP6ok&o$9r#4}$8Bwl&}l75up!$;&3Tdr=wCuJ%TtKOS|EthzpJ;(@bPG3r_JmZ1yzxWMj z!q(u27ia^!%bFl7;RJbGE(v_2J1~#jOz`o|K0=j@!F`G-5`OO_ew>s7pG8@qRV4-V zBojdY6${3EO#uT|Z@>nPE~1#ZfVqs@K+GJ91lI>ch^1E|0r)W-RzXOD&%pv6x8gQExr?4Y#>xuFNIU?=xHR9maN_?l*YTP=~ zh`1V~1+IAh03WlJ2@ls6u>I>h;^C9&z{Y?ea%Ys|!#Zw)<02tY-I@rJu5SZp!(wo| ziHU>(UkhInT?tA?-@xMo4S?X(CtPOo5NP{E1DEnj{P{d%Tsa~HY&7* zXNIIrw2&~!*@%B$bQ@?qi3iWZC|q7e0PfSVK(#}Q=-PdRxSQ6GZC)2ZRIR#(FW)+k zxLG$DsN<@@s@4Fkz5WG1+cOfcTX6tf- zpOO=at(Hjz3nTq-UH?Knq0f+PNo>PTEYv2-+ls8dZJdSaO^^a2-Thd>U<1g5 zRWZ#KlU2%GF?ldb{jf4mGQ z-yV6k;p5?ueYF^JyN1P;ig z<3%s@!F#7BtDgmFV7)~Se)`jJ;_^^1HtCxzxwE7K^j!IhPpVA7^k51&7PSb+$m4kL zvdN@G{T<9qUY|G@d%}uWJ{xOnkOt3tlCj?CM(}3V533^`Z>%2P&jN0hhwvQ%r@;Dk zJ3)#(AHPd>5Vlhru^5LGqEoRFEKV;3E5oxv?Vazq>$wQ<_|;`BP&tb@|8orI8ZZj zG_mPYH12HcOdii}Ar4Q-z$GJYf$W{xV6U-1zC@}4K(9n_q0^Ljd-^2NsW1+gF9{+X z8`5$4Ez60immt_zn@w3&ST95d~Yovfxo*uJ0?*_+T92n0kY7?TiO& zGfok^)7*gI_pC>;6+#fIO2E^yzI;& z*aPqJ;{0!Tz(6NHT;USv@iPO-5zXY;z2gYaSyA|^;8kF&QZSLxItuJ=@h0m(jU*Ga zAL0txYQ#46J|I0o4G2oRfcEhU&_3Uh=&gEBr1eh1j~V9>^B&cL!U?H_pW1G4TW17# zJ8~IV8L=5$YyOT;Ia>?VP1Hc{@<5`o$DDjpodHZNx08(~)4>7933yG>B_gRT3d|p7 zNS^$efS;{N#r>4{#M$?ez{2Pe7};hl!a}xjU&1mT=1f|l^|o@6p*v|0`4ub85}$wOgK&V!EFMR@i-k8-=Q1< zdPJr8+ml7)t**yl$GCeKudD~3TQ!=9I-iSwkv1jYp1(=dI&8%IDqeshhg@*|%36F# zxdse<3IQH@(}{k;DdKU?2aF9{PN)yn<28M2iR651aHU8Syma#fuiKPCSi87=2O_}p zL>B+{;4x5h?kA>ha|KV#9LQB+*YUxkvG};!Dk5NL9UfUAK?e4X6R-c>nEG%Hg12rx zP-&e6f_qv(GWrVcAF3q^-$nqaeu79B*n$rIiNu)1bwtqqN1(EGE}{S6D&AolL7ZBw z1nv}0B|K{50k$LvJRO$_bW@fS1F83MpS3*jLE;oXBQy*MHY9;NhwqaI#QWR2L&|vQ zs6?=2Ml?~IApuP0>?R+7drgeTKjXYq6(WJT3O-o4fK_f%#N1D2KuIQw;O%%xthi!} z3+grzt@4#%eM2%4IC=*Ns)zvFT{A(Oe>Av~^bucl&=qtC_Tx3D(}_K4vZO_LJ(#y7 zlkAJXhrd&x@FnX+g#Qi&FtEXjOmB|B%zesxGUH`G$xrhmidD9dp8{T4xhzeiZbgo=Vq!C}O+gn( z#R>CCLw`4-%%p_8Ia0+c=#2v2_RO1Hvbc!!-Bw8kjH|{(r2(XY`6XPc4Z~!qYU4QgRdaGZH(^E5}Z$WN)92psKe7Q_CFWgpbBl zG18bkZ|ReGX1#9$Rh}3@dN-+1-&!A2U4?e6iMAFs(AdJd?OZ}7mF%XvKP=^~_|m|x zH$Kh_)h;E^R744;wnnj=Cq85}1vo=Mp5>}9j0OR3E% zAKCMhPgCDbq=XHLd~qzxU-hH^UgN>H>A%Bx2y#vVQ{Lbi^+-ORYIE(Y`20d?-bj3wT%Bu_npJS;)N0N%&v~{xt zJHFd)`LH>{c%PAyT_qZlb%nzuNlnUYUvgg0{}7TI>B zGa}c{Y_*&no0BC}O*Xe1Z`Fs48!cm}T%ceV^4wU^xw=OZkti!!o$^)kQ~Qs!uU0PX zm5q^TPB|%r%%A!H%8xqyk45}neg5zBqkeb)Z;$>TU;n@5M}30Miwr}EV-^zKzvozn zpB2*>vX0o3VAela4I4(!5DMNm2+ta7$sgt>S_PaHWgp&VW-I%$v5RMr5dRD1X5&?e z{5b^-D;`1i92*aU;)@F9rv2nN4IuuBDdMYNCE|PAaH4oKQha8oN%pKAiN7t2332RV zGPZrnO&>T2FQ?svo9(pm9$gCPt9ylb8b@b>HXZHpc@hFQF_s=8&mN{&Q zhXsp}gxadqDxll`dQnj>QfQD7g%2f>LaTkYn6ai=jIKK?l$I%>utiI9IUrPU9dAfp zYJ>=eZ{tagZkQ12qA2*4=ZSW?+Gyu84az5m!%mZ8lBhSIysaC8%^{9Zow61N8G10C z&x&}wj$3>o$NFJS!vm1nvK;<}TopDd=nzwt0=Ck<7kgc73mY_?@z=1mq#{TKd_z{V0Y7Y+ zsq$j>E8m;Vmo2OqT6Hf& zYNEot{v^T8q$193q^S7#gU~?@$i?b1A?40C5>oEUeigb3D~HRV#O@yPp6@0qN?Df> z*+LTVv==jZJ_$a}imV7S4`((TYeif?MzFV%k=!?4$BIs#7Ruwz#gd~7ZGQX>8ADcv`*?&c2UA z+n9Q&o^T(O?mT9%r~kvJ!F3q?MxPEXZiC{~$JqD5Wzed6jQwjhsE(9@k_bBV-l=r_Ieri zitLATyZ6Exk}mk12u4+xOwc}>g1+)u=#gkczn^WvLr?5z^y1$9KP@{*EmMXyr*C0I zbPj04Wb7p0;D=He&ee9KU3*9H%UkWJ*=z+ma@0!FV114>DMsP_`5yQ~We>>b4& z`a@fjHpTGuV4O9QJI2iCdQq}mY2scSrI`e8#=JqR&BOTt!$;(m{xi6iauH^zZRJaJ zX8$$x5Xxgm+E9LU>J#`7!_nlKC!Li$ zi>H)Lp?iWAxK5@iH=p+h7H?X~>xy-`b$TO=G8zP5KOV!*xVvKhe`jIa{Oj0J5D&MP zRDq?YHJ{w{4aUoP@|ckZbog$-$uG?@=-yyjwXP7qtPY3GHnQ9}{~{D*Q=Zi}k&a#F z%DvYZa^0(uY~83D_C4T)lo54-hdFs@o2^3^FYAZD#{I?HN=XoVQj7QWEaK};1wM64 z9$I}H2eG5H`P6R8SLY0bsBiCJ#vOT@?i{}FoptU$*g9HS>HvW&Y|Ab0m?l-rX4#)Ypz==SEi`#K=6pC9k8QliZzOYyr_ zH#?&_k2>2&;M(Rw2;I?vZ0a`{;NZ{W!$#3rJBRaUQ|IW-e<8&%-tE zrs46o7NoiNd2;A=96Cg$2`A^(;sVF>p!O~akAJcdzQwG?D)+4@DkqUufl4qesE#F6 zy%5&T3c|{jXNb{~P@MYD1NNlngKBzTG+y8UDl-Sr$-DZXpOO;m{-#FeYDEd=rq=A` z^Uq}84OM*VH5f;Rl!E@!i)?T^15`wMxxYDWy#{5}WTo+pV%Nt~b~t-fgu zmuEKRin!vT47|!6k3Cxkki^9~5U_1HYg_08@4Xx$T+bS6beEH1)pyv}rg+h6ras92 z=gxH3Ul0d-=;Lkb1j)MDByIRSwnJ$hSu*`DyV!3AeDTV|+>|vW&HI_q5*LL9vP+1* z@&w{B*&b!G6qn?ADM|B*Esgc(E-V1aC(neU=QEwjUyYybqHf#2U0#Cy2Y5 zH>AIg5S*7>fb<F!6UVzM)c(5` z4?EL~XFQg!PnHgE9&FA>%SXb8im#+qX*XVvDiK|>-N9~a0d~Ax2aS4RFwvUwQ%Y|j zewi_^KJX7ntPT1&zhJ1YMmKgW$1(0PU^ufCA9f!H^SO5XL!Kfv9csk)B$nfr_?axD zcLKAR9tnR+SHT8@0{m{%E#=Roduv?}TKwoMx!za;I~J6}h@<61JtLlIFU(*|0zQx% zi&9A2^>M6wS2jD@dW5~Tmx0IA&7tvjE3<#LfIPmq4&&;>L34lv`!!jB^}?m(#+@-} z6nS4Liq->rJ%3D8PbMEOu1AZs5HagGRxT`r^{Fu+H)uMZ-;>N5 z2An3hWPK&Yli#!Lm)gjQIkNbrem0g|w1X`d7PFh-2{1hV7PG$kRq*%tER3)enZD*t zB2Ku(GJ}SI!AwW?IKdvSep-p!d*#9PBhlcvvP^J~12QTgj5S=#5!V)vBr9J>W6PO% zGW6eU*iy3$XXP8x&RteCPA3b_W)Fq}o6C4^MIU-1L7BE+xyJ1KXz;OvYSAt{nD+1L z0@u7ZxPEjsEPYmnzIL*-|3(9T`?CT4aP=7ayMDp)j!$Gtp*1~T{s=esRKi_<2|u*K ziP{|+#yt*dQNtR0y4F*Mciy$7nkO~r#OtT=;3^AjdY1)bZkG$IE%xEGvB#jHGzJxV zMdO&c3+Uo8-!WEQkJ1Thy!Fy{Xq(y>g72wut0|G7bnzNW&h?@(GfrWQnI~;6R^iKT zJ5oQR8}QU?Eom}1O}76yie1+nu};1OT+S);=b`HGthFyKkPg%iwBHH&g$KdT%^E^C zBT*v>>_q(>aPGQ6eh02+Ql$V|pUr1`?ia$o0!LWmH3~fyZWH-S2XXpi1~vnI*_%vF zu&k8Ba0tbH)8>&)qqAUTZf~@dQ-XGvr+EK#3A%z9nVNV+EtrXV}ROSMcrl!%8o?;CQEv&{kf@7R=_*Z+jpfFB?EqF8By7 zH>+{>lbga$r(t;6RS8~o566@dKoaMayc*9(N~c__M1XOO)Y4&W`8s++{*W=YI8IH z!*o);3Ek0T#bs{wqdirM{FSLWRcrR)`B!{szd!}PO3#eznQ4MguQhbYb`?IiO`hfy zuHq}6?4s8zSMj*y8PsxR7%kDV;k^Y%+Tyf?7A?7nTaM0``s6)_UGF-D2MJj?|92xi z?spLf6`zx`eRl7xrzImP^YXqHg%v1cXy2fa%&$3We=n;7n}2VHh=~k@4`=ZBHn4th7O~z z7**VtFC`)19Mnc;e3sy;^b9df(NQ|4C=DgY!a<{X3nX3F=iY^7uq4-#Cw=-1t@#~H zzW)t2d{uwC$YU`coZ}2u&+0JuUMlzpjOJPk45?9q1|RQMf<1qHSi;a#tTlTDeDzrh z{%`Y8L3{>NW#6&gE5Bmwhg0nRwnDfWbqd~@WWtrKA#km+h(+%$CVlF{L239tc5l=L z_V)NHd@=I~luqyg8RfpXY)LWEU6qM5##KT($-#wmE5sRTqnwHc|G0A-IWTGwl&xBi zUpih9YqJ_$uDTQ^g{9!WGs@5x3gEvtd$HTc;jI#Gq<}=miNpQwic=4 zlRHjum}p>C%uFnA9tV9d{b2X&-$TyUI=1Z45n{Jv0r9(If?Ze5AVy&nd+}}o$bbHi z1(qCz>}@HycyTp+^+k-g5*fFDEH+XZLD zKAE9xSHXF<|GhfP)+k}St5U?Z5hJ7;x_c7KOY2G0j@LpvM8oST^Mq+1my@1MS#tDJ zUw9N7&PuIEW5cZt!nA|q$g%5+L^-%e*bq!AI<`+`Vf>PKByKRXPV5D;ZKkZddpYTU zLlZ)7JhQE(uHe2)6+JnmP{LHRVCx(zKeVM3vSDIIr2uf44NKxY#(H<#$5BewEu9;Xd zz0OiNUJ634PNSeXpjcEnZdLKh@n>08;t^K8N*Sv>wdwToVf694Q&3Pg2(CElquudX z*w8%+usfISnq7pY(_GOn`7NkjO@KKUO3-J_PWYZIqQb4ekT;_ieVbF^)Eb*x$$Y}_foq4Zpw6;SvSSwr?}HO-rSG}xed4(4 z3cQ@I0MlZ3u$vtgxN43OZrD751*e+Ai-zg=MCU4+XY?kYL%pF?Q5WuR(&2`!JFw`1 z22|}+oxB9~soQtBkI@MtVP)Y%F-u8uIXdNzC6n1Iu@RpE8hTlS>(ARKjS#Hu-f z7-z&sLiyQUkiVvm^>sfc)dHsA29tUi;h0W`)N z;>kO@+%+|yq)Erpa~uQ=nyd* zHJ&|WpeDeV`XpgM@qDb6gu|1Hd1(CeC@xKYFQu^pP+8QW#;N%g@Q*%hj&NS4B zoCjI6%y5L&Ik>3mgyS^&(~D<&Fs`8=eHr!*$gi=);6ya}ZaNY}brsO%=R~-=M}~)g zeNXy0K7~6Im$8AtAs|>Lf=q0;o#D54V)W}&w#eF*406gM4kzo&9x9B&nBFslC#9DRtScwc25 z@o_M<+Y9T`#)8j|P2|mmxy+(2Tx<;aAylgkXX9?jFkkgZGOkfq;we5A_YJ!vsGL>A zG50?Svs1OoI7lIF9!tq&h0CG5pidQW$()h0C%obohM(B%4&Y z@w=Beef1hxQPxdbnpR_B;wEum>tguRnTnb+8bHUn!;eC9{_x~|aLNCLLrzvgr}`9B zOE|_to%_*Ac|$R0$8NB=ZHt91XCbFy0Kb|P4{oRvAyI9>Eg-*Fx)#tx!H`9o{K6 zf`7SZ@$huEGx2-qE`W6w(2@{BU)qdu-w>Nz0Qp1#Y?POp5FLt^_ z9f}XWVL=NspmP00Fl`DE3VQAe57JCAMk$0{U#dhF`|ia+HA?i)edqTQN=z#=hP`HYvI>$K*7uw9>-7%LMGQ)F8QcDkcpY3dz4W;N8bZ z!0qfY^x9(sXZE>ZzJDRkHl9Jstz+Tg$2KOGbrFxMbnJWJAXJwZ;=J&UV3#%wtd`57 z&N~P2KimLQ2lqkCG-IZc@saF}@DRF#SF(hl5zszm4CbV%qn}y?yv&+}rru9MI&c-| zJU1ar55y9KHDRbYQx~52g)pV27#N-28!w%`09uicF=;V_g(1V?HGd>L-Xir<=uTxf z&;DU8UIa|eXW-RXAJYHKafnAxD7e^+=Nw*RF(96EoP#ZebHO|C0$N$=b914XL>r8Q zh5M61vTr#TBEO;LUM-mQJOd{`&xe)JgKvxqVcD(zyx^NNym6q^t2Z)wT9I#Cb{oR4 zXX3Cv_H^ckf&9kxAE3-G;`|&{zCYmy+#2S>i(~HK-_&AQP@xV3UI*ik+5{~ynsQ3G9?(!jw z-hOlfeb)!#s5OC9qp%;pTXG*77SH5E8qH|hlCykoeIiZyk;eNUU%>krzh!YV`{J8B zM$}=GEFHZ|g>MUuri#BdU}$qBUw(8s`*5WM)_WX-Vx2zl#rzi8yIci*>j7d~hJnSz z#ccbB(WrJMlWp)^1%0NEgjl&WmhWf;DR$wwt1=Ou8zy1&uIbR)n$1jQ4`aNc8)*%m z08jgl#olXv5Om4MCvMZAIkW)f2b7Wba%UjpY5+FdzlEtL$H8rpJC>ddVj4@7p?Zs{ z&~i@&<6dgRRAPT>2YIz`3O0QBO}xBbvjMC9 zVf3Tt?A~Q9sH;jq{}bn->p}v&)VwZix;LJbcN}F;9uHgH%E)?HfH5Khc(?B!y-QJVH*OLi)jiaLf5k)q;77HATzmMs*g}(-7fb? z+XjnZxmnAwM=VX0~^s^$O`17+EUwBWgpIrBC%C!VqluIw)L@9oVrj>SU+YB ziO7~mng8}zq}{h>_Oa2#-ENF1SXzru{?mi*umoY#l3^q?<0+fuxR6}kJ{A=h8G?q< zVHUpI22W4*5uN0dD`XNpB+V7u1pT}cwqfsVQKNa8XrgnId6rd(7Yo;c<$?3CCt@(T zj5|;4Q+^A%kH@jmPfxM8QXTT~@%o}kpRp_`W)}0_5H7r2Hxb>3>WQQG&c?2~6xcka zhke?zhixmoA-?omjZvM3#O>Gt;;CT3N@tuDH%&D~p;(TLe(8mOwB(6=wJEW(4HaLx zSVP19P`GtP>JhTYQq*{RUdkw13YGES#LqU5Nad~$rZMk7W^|)S)L3jq?AlL4N#HeR z^X#R#L?Kg9hME?BL$3RLp!G1uk|fFdH%i_-swu=amWp z?UW^LyG!1f+Mv-419IliNZ7wrA1a2l;rZ*mc=z8<9Jj~TNecvL%!SQ43VRvR84mR9_hnMDp{F|59p)rt)vo?TMR4o}hX*3!w@)w1) zUZ8rf5Tp5YXn7Y8RqYS(Rqw;#6Qa$>g;jyGUmUAV7|*tWbO^Dj2Cn!j52|CwW6JnoG(_dU@91O7a~%?Ya1 z)O9W&H?$wsbe_TGE8jqD&=Fc`HXM(p&*F9W`%;_x_c3XG9JP?y!N(SlqfreKKGDRP zr&bQ2&pz(s59dtb1wKE)R@MQ+nsPAXj12q5Zo*ivzqmm=9X5MC1&95PTsuYDOKAw_ z>-Y4chO!a3=%+3o+%bc$KA(r%t{#TiwobH&?u5-V*Ymy|HZ(nOCjak~z*B`2tnJG& zRwX11}f&Y<`A82p}@2k-twky4iy>GZ_ap!VS* zk*|$oE9+{JNpqG6eg+0D9tnrPm1EtPE+VG+;?>0c@bt}A-1TfCERu;wt$-kWZX8E8 z*B*iV1;5zSA8$#3*EhtEIR6%@Y(zooLH8_3`$2awf#lp z-p5Em7(1DTpOgAE_3Mr6qO4iUwO({3EJUz74KsGxVC&lfup`@u2~6DpaL$^ zZ$j~4HBkJ|7?2ylneF_SXRQuE$I>E(|(H`7rPjXRY3<0QjrkT$yWWe zV_|(huvJ!Suvw>_nSNcsy#IWbyiIOo*c2#iFzn4FFW0bPu`5`qqdZA>)5q0Kam;GC zHH*-bg(>rr*$kz1%&TDpxSkxrydAz*82jijpLb!Bkj)3my!pfO!po6t<<4`WFxQSO zvK&JUH>rc7cPcr%=bcbsS0qV^K1gOu77>{k2Quk+9vPxJiTHgC0b~6(RzLI;8S%`M zJTd$v`FMPckoNn$(DH8+(|Gd7E^+Te<}>}J@Gy8J^aQEm&%yF^_s?(ew&XOVashP8 zBXH#LGw^5N8&Ljsmc^erk7v7%pmB;3{p3>vn^%p)BLRtETUUj}y_?|t&)2Bt-J1@d zdk}By>+$m%vBdILC;WYQ9#t;xhpa;b`Rn5EkaxNTKNu#%)L2#Oe&Q3#bm>xsCkoVb zTNvK@{hc|eZ-MJS9E8F5Y_VutBCu{JG~K-y_tyV~T_-rI{86L|wWWCAt_l=}io_v3 z6WiY}gY-(k^VgEVe(4(gIHCpQ+Zcu!$WW6C20KkHiLhg#^z7Y^qZ5asrK%Ck@9f0O z;k9H~&3X9vv6G}8K8>@#l%sV^BxYoPW*>fU1kZv5+%vrvmo)4rc8@BdM|Kw+U#rSb zu8T*EnhnqDeeqaxB*829S3egs{ASDa3mAOHU1D8FdCt}7F=8& zqqoXMm^vjJk5GA@IW!S|eff@a(yDO7vuR-a`7GHz+!*!C{lr2|3R~hw;M51Q&@VDoVh(=C<+!=Dzi9aRJsMp- zggFv9w(HMe*3ZTSI)3TF>i)X;E+G??FGRAx`_CcS`;y7ETGN5=M$_t(iJ+f52ozRD zqHj?Roasgg+F!_u@|&<@QzCxGTe!}IqA7`VL^Vy^VzJ<)xrW`qtp z@HVvkw2vfh{R<|sw{W>-3Ygwi<i|1!-1*7^1JUTl;sz*1Za<*02cX~fM=Rqf43NnSrmXDR*!!`-WEO-8iuVSNpbzjr`x|Pt~CvUJ;|x0j&{I; z1CLnxoDuM+`JT{vDy3Xd*(xcR6h{i0`?5`5lZnH8g9_ix6NSL>%CPFgG1PfnN(~p3 z&@sKIQvcFo7*l7+k9tn0_m+py&j!xudN7nLyG`R0RIkwE(Ti#BDko0AJJ8iz$8eKv zYv}Z^=XpeJCjH{7%9m|A!eix~!BuZRt+n>ztG}94-LAu24JyK+{>#MU-qqxE^A-My=R`G zelgqmZTm-XwKEOYD%o?V6~k%r*$x~vJ(Qk(_!Z^XU8SK@(s}n|k!q;Srkw_NNYOHD zsGh6Lf5|*VhlQU&b>{(ot>0c~>rSL;shKb;%#H_#`SC|zCh)d?nW#-KfTn>8U%$nJ z2XD~=chymJ$aAUYUg;QrZDzy=B@;? z(cjI9&wl$JN;)p%^fjAkxq1k{CiNAl%%9Fzj`8BrGOF~+#FhNRL?7<(s}TzBjesSs z$8l*}A9h&16e0qi;m+%)KqjsNM&}3fvylVowL6>mtX+d?s7Ep$7&-@1_C3Dp-H)n>PCT2+}{ z=^hsxSZxmnbgS9SQNCbxK$T7E|4&psHUnl{8O^qDh#>KMwlj_QO=O)?57Tg~C2Kn~ z*{22TcuMWBETUQoFW^Uj zD@?E}#o@+(VRBb*I&^hAt6gNkjkdnRB@PSd&LOh2^4k~OIrlbnvnSYeOpBJq+3*YM z*7WemWVBH+<$eFYCoOu0G}8AM#)X}O_k*qZw=7fXj6Y}YHvSVFV)Lm?@<9G#xE-xb zHKj+lU&D#xhhu=$Q-qA=g5}zycy&}ZXuLgy3M)@z?y{A%U!)BG6+D*SebJkrv)>ID z4h{kziw=BImJgE~vaouZDjm|6g8Dfd>8sB+{M?y&bd$F#U6~X_)bp#zz)weT8uP&` z8&cuGHcNie)&$z6HQ&a|>A2d*n>y?Yr9;;Yr210N!9>?q+)qYRc?o=J~OI*!ko7~)TX*N^3oVtpn7u_@k*1`RQp38UNCe8@4wpsww4Fb+ZuiN zmtHFLMBq-o|HVEUuxd5mbIgr~5A>iDYK{2#2sdh#Gn?)TzK#8Fx?vx~`=If)M>sb$ zAIArNgz^7saL|$>{BR|KF4O`ZS>#X8Dtqz8HmRWAGzB)jaOG{G4Io+Fh%c)~(BFMN zBl(v^T?a~;q=*f4!z>kAIVg{Oc6~x5Vejy?_X(^{=z-xKVB? zYYEUM(V)hrw!RRfHgTr1XFrkes3DJx-wM$Kdt>@VLuNZd25q*zCcobHMh^oAqH*uK zkab+zLpzuwL@z%_WSq6wAImSII8Ul)=sS|FeJV=AJPxqB3)xI9-iw%y{vk;J56QSy zNPIK0S@bL)(3xKHyoa=f^+lw5VsdAh}E03_{nHC(4i7cJ}n25tS**npvw*$L__D8 z6t;F$e{lH1Sxtf&{0Pj!h|>)udiEUrt2zW9`5hA9eR))|aIzJAotsQX?9fDK*Pld5 z!HTUZ%3y~sk0N@l9Cot=wMV_L?xMC*+jhV1gh{tF|8F@IKwuX%v9SHX5wzEgV}EQvke#U#a^EVO9bf8L5mfY?tUFc87MyDn z`X=?3asXGD&{jpfn)~6>_Aa6pcTtRYdmy&ovVyiuPnI$|iRj)P$i8blBwD$;!ic&8 zV*aU^t#)$5mOF9c%$@7S#r0L>p3*Y0qTQZ_&OuUsO_kYP@ezM)$YQIOCy>1>&ys?< zZcMVggk98}hB6L1u&zY|&|Z=G{#b~LN6)b>XWqb?dFRQ~hqf56<3whj*+5QCq2krK zIp{R1U67v_D=a#(2i^}nKt5gRCcZstSma$Ke)by4jyes6(%&|?GjBJT8~+EgQ%jh8 z=tOw5IM1#=_AT2L@50EP?WF3;7~yumeyH#=m<>(xW6?qV$(}7&p*?mX%dJc$x;O3E zN$u(I>F)tjzTKb6{mLaqx8~xNXK8SSM+=@i)oH<_QZ`2MIy`fjO)B5)mVDioB`jJ# zO5Aj&LoCp`On#q>Vjpa^h=tE^@Mw;M`OeqzV}L0)Gn3XpPHsoN>L>_)A12klVx%n1(uJ-x`tV%nMJEZK(^9V!UJn%i}xA*7T{T1kzfXQ^6trqrF z4&~?e9D(?bGA#04K+Uf$NPEHw8xvXO z%4Bj#Hk)*RHx=w0qghn`V^YMMh57%CCEh(Y#3T?TwJqAD?xMNiG;SFS`u9f|I$j6% zyUC&`?@2z)(ZXLBHX^Vk92LhCDt`+L4w_V$-l7xmnLiDV~@e0x;37K ze6hFF2rCd0tSyA{^Z6{N_^PlyqlPuw{3@3{Xa;ASKeAKf8o;}36O3K-n>-p4OQMxS z@vYRW^2De{SaV)r+%N(~x7pYeJd~O)&xEwjCU#d^w@aGS7fU6UP-&2l>#lc7_kbBb zVhOl$!UN&{mHUuhbp%5cw!pQ%Z*U`f40S0nc3@Z4A*znsmH-Z5Xvwo#QrwVXOh?^u8_77tm&-#qeo^)bAa zlT2o9bAk72Qr7yH8I4vlqKB~)9Aq~_spc*0ER~@{Ka8c4+uzvlI(0ttdmCy?qG-!b zc`Dg?78kiZhBHAQaZqr7dc%1vA6hS=TH)_8$J~?4-j{(J4kPHAWiRpSzIy1ovWQRY z@uVqAdYnb8(M&ZL+T1G7lO(>>?}sfN-&len>PEO?Xa(%~Tq|g{C1SkxZJ2O198KbK zaAct~?I}{{`*j?t|11?=`g}zN`t~i@kdzEjj{1B>dM_YD6lv^8KbGixmPG5XCcV$}fxt~h zL?wSPy7e;z@5eLX(ySS*M(X>haDO%$D@)%+zdz*AhA*sr?kxds4o8VJ|h6|e3!jHBz zm@{S! z@b3h2kB!GEdIN~*R1e77Yr~e@H-W{a(mAZ|O(a+FloU)$5?7vEM>b5Vm3)cUWo`1e z**?8$cJ%5n*tW8jboO$_=zZyu!;zO+OOr8F2K~pzmNUUy>9{1V|4qqCZ!J=ks06DT zUNZ%jB3Mej`-Uj^lV#zS_~pPa68^;*{+@lzim!YYeyUJ7eD@wR@i%3S1x~`z=6cDZ zhDB`IFFDd3@{rx~(_wL0bD?`ehvbR93wY}rv8j_zkOK`B!h)%4==$1$lpcv@-5+@@V2>@59 zt4jf9m2Sq_v6>L`=>U3fj)EPu49-`Fu;w9`apS$C%B}IEz;KTFR2$;Pl^9M;ie^)Gm zh=P0+Xqxd0EM1dNlSeifNAA zcheUl7EY#{R?G32>rWugWd=WDGn4LCn8yeH>QDDYc~RRuQ+_yU2vyweLHpESL>&{r z7d>Ur7dZ4Jmn~vos`*gmiFmpo z1Gaf(VlV5lIL5^o76|s}D0>szy<}l)ksrBjpT?3FxQJ6zPZGs_qws{H7S!(Q4ca~T zvGSceth#m%&9nExl9l_}mQQBvRIf^Cy?UCNmj5Fz+VfHV?r4a>=jhk_C>*s9#NM;) z@#|bE8@8eko3UOM23=ACwd?C~&8t9|P#wy;MxVt=ehDP^;Zc@+Z#b&VT#8S&HL`IV zRft#DXJ!-H3wJGDK%7#a5d~9CFrF*T@iPZuy;U!m|Gq~2`Y9BiW`v_dTQS*Dai1*; zHU*g(DG>3&g)R6`9~~M?$m>667#2%wr+Y2Y#ZwVv4o}5xe@EctrUKH@wH8e}(s5$c zdotHumvk7{h!&$w#3jvXr29c{j42KyCnx+Mg~L~4fAugTcflP!pTv@qt4_?Q!LCAQ zxI0+cg^B8BM@jy$PIh3#8#3)v7&a(>AvHC+Sd-;|E91_K-gv%ZaIbPAXLX1~tH|IE zlMd28(ULXorzoQ_0CV>bpvCuw(j!~mK+RGQIMyb;?_2M{@5IXxtn!@A5BrOuvKR5m zzX9~q-YZb>w;bcOj)INlC(K`^L|;Bp;#SZ9fQ_^U{J7nm_jRu)%~gM($h8o|c^sVW z9?a8iGJ(u-aahF;3 zna9k&d$Dx+)8u_nCrb*J@Uy8)_@=)Q*qO{^vBPzKMx`^oCN+{F>~SaB^(>T_)r zAzYkvhCOXeA+J{d5TkO<$h@OUbiC;fUYVD{cNE3&)5jEe{ZVzgEIouf*p~C&Pd9;w zi8sAUm(cT-N|mE^4)T7pN77MJK4EUdF1qb?7B|#eO`m=(;bXl0>B3vDX`_A^9$R#t z*C@}U{~{cDPx2eOXQbqJm4`j8KnFXs=n1nM#&8#YZ><4$Jd z*^l3vR7aT4)7?KpWZh_5$g6p2KEkK*Xue)s9$WRg*vA-ws*HL9f+6Lv2CJdE#)q?Is7w;xDo9`4Hx< zkXw=AFs>pgY$Tg_EnK*jp3P#HsIm4H*CZMGhuHC3QWpNkADG-0X>^ z`;S?KYyp{9=LNB2I;w?6f#S1Gs9NrdcgF#>+jIfzCTP-=Zm-ci!3(f!k)?fnQDg(c{w$I>Y2Y+%Ia=`Nl^euy!iZQQ1odW$(na>q9YrKp9lqwqbU` zUlQ@C1EQ`Egt?z$FwXNU_RrXdH|}>cMVnLPUs?&u)Xl@<_e026|27EmngmCue8%vK zc)a*jgpmyqXgYEW1ZSqBy^A??Y%WAcn+mXzGJY_4GmEl$iXHMkWaP<%==b6tG+xr= zZzD>;oHe7vm!+a?P!4H6+{HZN?qU0HY29|_a^kS*FZ&)dPnY;6%(KDfNm*k|FrE0F-lxP zl!_afqk}RyG`UIouG(p zWZ-VzXduJWt~`e!DW_0|H^K4~J*Xl>X`NI*#s?@+^O#w5zJ~_p&Q{|JJFdZrcL(s< zdVzku=gzwy8dLaf#=E-gd8uogH2#^$O?pP~*L^eL)@cn8(pO;VsYY>1!a=ykbFkfM z8|<^%3sw>-OJVo{6!k`M{CHQYZwW&Gzv?*fVK?}u9K%-)A#fq75BD=mhnM#P`S=+I zbV=-Vel_4fT)kuyTd+KV-5r|5uV$^$-4E`5^qy z-~adh5VmRl595^o`KbS2_#sT{5bZX6cp<32@f2=vyCRw1@ygD0nzk@N$ws)Uuuq5^ zJJc@H(O0P6Tq5~!K#M3zJ?)>4b(aj=DkHQ{H5Zis59Z!HoT~5*8#T*Vk|-+8rAYQ( z@BJ)8QIsUoq?Ag7=1BudLK!n;j>?b*Lqvm2kw_DzP>2SKQkv&M-#X{(_s==s^*h(~ z{c)~u|MTo??{_WMUTeMUdG6L13wa&*1>0MN` zYb?F9E>$^vskd9a+VKTM8-k-4HrC zZw)4=+pxb=pW=?65Biipg`r0;)@@Xcr{gWbN={SQ$vb%bT?;Cw9C5={ky47M2p&l0 zsnzqOpK4QmuSdNU8+6$1j=6>P;FX8JN_Edh}bgf zWq6#%-U`Cwt`+RARVa4FeKlHB?9Sf5KLJI31C(9b1+TcFG%%$EleV6q{Ap##zv;`K z-LB@g#!i6kuCbUrZ#iDP&q2n87WO(pi3+p|@M&lcWyBK-2Tc&y&W+=~4*STynr>&2 z34W|>;(BVE(3g$>R)XD4`JD2U#~7Xziq#GuS&M52mpfYuyA4&r2Rh-x@sV6FuX%8E zE@aw1a#Z_eAY{9u*w{&r*rvd7*j%<5PI1}jJ3JOq3!XFHHXZj29*D($^I4#86m#=hkj=D7cl9uWYKDft5Qp8g60GK z_M1YZ=k=qGp<|Gs*Tsd$_rZ=W5XpZkXLZ|uvs-nQOzUhPj8K?NYG-f4Wwka*`o6}D zN*Cs_Sd9(s9EF2=W@z5o%zk{jje&MqOfyDA^<~NwdT%;;YG+~athM54Zp6**^Nn4( zzJyu)*uV@8z9PAQE;rLak>1b0#0~fDKL{wNk>@X5k>ImJ?@&{mEOrSR!tWpKqFL%1eDfP0%yeqTo3SaZ^hOr~qLYnm zvy<6&pU-$RaVKuc-^8)hIP8ua4t?#Pl-gK9R^IvCkB}PXINP7Hf4_vrYI~L|>VtJZ zix9TNA8X~R=k-=4L+;NYrIIM-`|KYWnpl!aOe9Be8+t*8OU45 zMbVKM9}+#<&U;>-#+!cA=gmtZ@Ga~CNo&5MuQNh;$D#~+{o9({tJR@fXh#vxQbcQW zCu4ByOscuk3Wymsp0TIZAO7Ir*j2o4s|Nq2If?z`N1{EVoSgqy)9kgApv@^#cC9?6 zMDC%dA;b8rZDnLOQ=gu0z9HUrbS~>3)Q>i8PiF6{8`1RDl)fwk9Wy4AWl#);ct+q{%MNVOuElZV-gLqth$N&3k^HlTC@%`6b>;<}w&p9G zvOkWEH_UO)V+k2{4xr@+XHu_`8_+C_QJW$`0iIqoRAV8XlbeNDgJ0a~*$QZ`*)NLn zZenj0ha*<+8~eM@3N9~Asqf&MNYr+vNmY*^^K>%X^hl2Nj$Mxcv$e3YtYoPU-AH_R zhg~UOMYGFH=!K~}{mFO)2klg``wdsldeH}_Jn1y^E6HI^Ge^;{r28CG)+71lnoMhs z8o4d{jt)s5bex~Z>U0I|%G;}vpmY(TGOM}Non=_udlcf%7*e^010=NvB3Nq@J~ghv zeC@ONc}Sb)sCHp@35V0=Lr7D`hs)(IVc>TTI&ZabB2km>)GN~Zly8`{(*seyx};_8 zkL?a3DsYvhXHv5GLnpak{T{K75V44^A7?&AFWIt~NS0I8$=;stM^l8~Quetb9dFKs zbLuGeV)Qlc*SoE-xhRQ~0U6A_As(LR^B6Zuf!@7o!Hl_Dl<_e2m+EW_Z139T`hxamSk+$?WxO zEWFsw;`)_QamP~}?4w2&hi%ZetBIUy%qa8c1Jb{oM`MM#H1^99W~j9uyu><@p=Le{ zeIJXyng$3P7ltMD2Uo6mAha%*qUGJNYf1pSeYK9u@fRW8#8&uj8g3WYqNTNnnSYu{ z4ugA9a%>T~mz;;!1s`#kSrX^eoXhSP?`AEV1YKzjFWMP2fEADXgk1{`FxTac^m=40 z%~%)sQNZ+UsmupmYk&z4nvXBZc#qPo{O}m1xKQSJ0i4Pgm!ZP}u1xGSw=@%B?LFc5o@B z7+j-2wgQ%65(l;Ohu9{WO1Q6HEE=Vt3Gu2-NMCcpm&QGq+FeXiYnM}2%~4?<*iW;r zbhFs%5T=%O4t~$hVAJdfj4L#xNoI4Q_9&A6E^sEJ*8=aPv<${+8RFShMO^*D2o!(2 z#)9jmvua|*DJ(p2NjXwFh8c` z*@ig-R^d&*Y{+d;q62{$7~T67ndT>;Q!$PyUSsTS2!(<|9{$+XGuxEj zwCu|T#7uohIm_)ZWZW?Eg^F@6*{zEmdbWjCH2N?H`4oy7ZozVbl5nAqKTAvgMbqPk z@S9SOBh|$k%l50#$VeONo*qihck8(=2BGxpY7_cD9nN2Fji6nNN^owj9<3jI8wbr! z(Z-xMI{w6nAF7ax!pgyX^@t44bgdF^^=cQHT-Z$;#_I7-4@`OID+BoY;AS}8ZKn~T z*XTT%@G2*~s98ykn*9DSeQQR&{Uili(;SSJi0U?tepMs8xxm1$Vfd?ZqNYU;m#rQUowO?=2T~{IgxnTmEl-7rS zr9NW2Z546-$94*@PhlowgNWAcV$L4RXxXq0H16O<+&o{w{>E*^4%Ip&*$pO*fNXAl z`vkfgxF5yNN%TtG3H`Gh@S*(_MxDz;`7&*iF5O6DI4|1$JP~g^qbM>xj~ke0PAM*F z_@$hVgF6n9LiZt>V77`BYwsiO(+2YO{DeV&Q)z>N6{U1$^w%k zY-rC@OY&1)Ms2_9;ZT_+$e;W{fBKgxt&|6#KkG z*vw^AFzzl!NA`o1$r1{6zsMPC#Ukju55}&SfanBAB8$hkQ!t$Nw3rLI%@%47xQj`3 zE|fUgm_$D&;Oe29oWs+{th~@eBuf>nte}~F^eALaKL#Upi42|C8ikG(X4I`IXuV6B zv!~uOA&VW0x)4zJf`-Z#D(8_ z2$v-~@LD~NBm&kze*F;W3VgIt1uICr^SbQ& z=dVnEa8_G^vP{s;oy=MkSk~ zP>*NzVL0u39!jfq5U|-;yk*KIv7>(z3!FTcrIsbI)vJ!{_3DeZF$k}pmtNv~RG&H zOz-59=v2jel9+lNH>L&Cd9@sF?VvQ07WC$I+d|Q2j|Bf@k2j4QY({gl({b0JH~)CX z4yq6|pFS;nL{IzQNB7etHm|)JJ560gmwx?aC&HWIQNIKa9P=QK@S*+PnzXmIiQe2% zr(Q4X*)fmFEHWh;Mp1rPvhfHm&rqQIx749=cN*2ntC1{yrsk7(kv{IQxVG>zmnxhu z>(*E%-c`h8qf%*D!c5j9twOD-HcV;zaT?#fk!sT)!SF>n>)DZs`$lnisv%ENak4B| z;uH9@eh5oDL-P7{a4J~}#qQN`8lgb?Yp0OjY@zmP*QH@8{up&Pj^>Up=gvPfqP7V`0CqHGl+8?g48#DwrG8(b@=PS1J z%}&~*I-UwPoFdh~^@!h}B(~h`$9Pb7{F?GsCz zHSNhwy%~+^XV`{Y`=PmeD@5AO*tX&)=Vwxhb)iDuHfd+Zx!dGGk{)9Ek#pef3(R&)5PLl^gzfTAHH&dt5*(5IS!zE zR+;qaS|}|(?~h!+(QJ6&M3|@ti1r_R#HRLI48ya^xbtQ+C`gy4FG)mwO&Ce-J&oqK zZfx^rNv3#j1)fZqgY9mrs2kaWl;>4UVxt3%pQlUFT9M?u;}H(a91$Oh-pvKs)U(g; zgW1v8!)%J{3_8;BgNv2!ODW0w*}Iol>1N|%dhjv=bq{Kp;twfWy2_4L4UVGDm7U!7 z>%sKq!+G?%tjwF*52uzu%82u6bnN9fvnX0qoq)Vl1zkBD#`d zj*Rf_2rtt|x|J6sPrsq(PXg)Z-of-EEQVrRr6INZAj`3QgmHsT!d&SvMkY?9&=KzN zj9f``@2Zo5VmK|l^$y)TTg5qdcX5ep(gd%pvn((57wha8MQz^=SYzMibgv?qO-szB zfXjYly;zn)t2@|CA?L8~%tonDr?qS&$q_7GDv&Zac|E?Vf-H z=LF`h{hp}``R{CApDnZ+LT*i3Oild{3g=az>5L=R6i;D~4K?sUZZ~S$%AlUJn42J9 zf{6KAxMEE-|G`pR4SL0%WbrU|cgBRS!|?trOF8R1Q5__P=V(Rp)|9K< zeFz%w3*Ied@?@rd6P;__ko`oRKCSh^TUlLNl-`X4;t#CjRXTU1Uk8hBl@*25hp^M7 zU)Z%f?rh$Rd+fEF8X4VBLH3vyj88oWGp&iN`EUv6(6|ye^;(!)a6WT7vKM;a3s_rA zGYsWYptKJ`ABRiwx(fI+7MT*LvaT?p?)`r zsqd0yf1LxMRi_ClqA_@w#kSIjHa-F27|@Zy51GO@^FoR1G=2GNbVQ zQ^?X`IPa98&QG^^M?>v7yz5e-Nt+H+YKMsL9aVruuF@3QR>5@Jdy%tMv(Zi4ZWg{y zm8u5^!s7Wy9AEPmi&DJcJ4ux{Tl<8noW`&unJ%X4l}s*QWPYOL*1ZFGx8* zi1#@+nIGpojrLorBl3e89r1`2W!h^aVdx4P?$C*Z<05)>@;r4oOeBb1_zykdRP*x> zGqpd=TK>+b(Ah8X*7y~En+SN~{CwO~$)wl4lE{6HIX^Q+m5wi{7mu7iiJ1s>XV-Nl z+*u&Pn*3gTM|cI(yl6%{g*wnsCWaz~o=JvJD6(ezu*`x}*zdR=N8RdCzW50jGOq}I zqDYVV5w%#sVC&1ey=oM-c>~Thh8M3{|z;tl3Pe3^3q>J zwY{F5b4ujatg2#i%l;b8db5bFI?%!7r*CAl=I60w>F+R(^v8qcO;G+8gEMP&*nKr& zUV3kXAAc?~>xNWz#c4C76;HCyTWYcQW&+kseU9fH<~VRfTWmBlNBpTNmnrTT!zT3v zvVnb$sw=X6MXj-)PUqAK2l_3cRpKPf>pp;I2;&9bpc zWg_+ozBQ&IcUm9cpC;WeBFjaCNM}|Vn`~;qE^Fiozo93dM!R9Tnl#m8C`8{@Q&=9z znpIFgzfTwwnkBaHOy>S-nZVTWG*cY>jyhH$-o(xNz~V69NpR< zM`kQasC~{-zX7pa+n=qZ_c0%-md$9e&8F9#C+U5K(7RlI8RI)GX;R)G>VGtwGR0zw zpXQI%Gwhj*Mi8!7S&1?%%b0>iBE(4};BwCcQ`T%Cj zVf0XH586D`;TB#5uM-}S?yXPT3YU@74K*r!lLyZ9x<(uMsZ6E#r;{lD^?3g4 z>A}2g+AI3}xBx3!cT=a!Q5yMu5+8Nlf$AqIQQU<4Oi@dT#OG#Qt8yuD4s1Y&gl}Noc6BtV+nWDzIR@>~ zG3Zfi#)LdQitg)8b!#qhXD9oR&dlSO7_P>*@5?8hr0v-FurFB)*9+3#&`tF+%8+s4 z(-y|SWzZV_x&9??@%|xv#)?RaR!pL|7gq2K+Bfi9&RFnO1D;{ORS`vReMN`7{CJ(A zGim;@DKxxO10#KwlH(K)QIhv2Yz&=2e*;=^j?<&%Yp+pD&PKXdXvPmZN4$LGYc^nw zIj(wEl1BF;%BuFnioVbXHpl>H)!8=2IGQF3XBdoRrQ z$}6dj*CTVydGyXn3KusoA!k)7(w`7UqJ$BoJ8mhKk5Oc@j-%1%jiacq_7$cbG#n4! zykncb&%p2lzoGa30ARP7ew>n_=Ck@NXpRBPS`z}jr`xe}hCka>b`d+_dl^y~0Al z_pHHoJ~J-X#HELRFg7nmyw+yU$@nV5yT_y9xGkO9xCJ8w4uP-53`nT$hVuPv)c4h( z0;eB%YcU;?Is@rQzg3*S%q=vnH9+%Ufz8r2m;&|GNIzKU`6>ora>Y>kpd5|s&qt6I zNt1t=BsP7o;HqzbU|WxAiN0M6W&<0)F+q@xJxzVg77o-Tx2{ao?)r=6qEhTgCpPKp zP0r<|4?@p(G5td|%wS;+A{UERPkiafW$D=eeoONUDhC zxeyETN@9uy_b~S5I^51nMc}u+Sa(5!ZS4u+^2TYQ=2Z$iZ+eK0wh`f^_I|;UIRC#3Va?bzOy5iefs#EdvVE(ogQ=m88RGqM$Zu=wH29#P%|0NG$P~Z z0N6d;$u9qn##EIs{2B5Tb{<8XbG*3&O~I=U>G5xYKRr zh2$A)2ZuL?i>|2g##nSOK)|r?5D0V>;Ep2h%=!)4Bx*A^BsjSUlN^Tb}=eMf_OGmhjuy z+egEx%c_wpyZROr-YT=mwH5SW>JYx&ED@7NEJK;N3?H8NC+iWm^ua%aiyOI`Mm|bI zm-Q=p=ow6NQjg)q0ZG!CQGwo$r)jVH8H$q{%WqRSg2iTI`Q$g-xrg{nzvntp_NPsB zdi8L=UGRFe8qk+7@;C|i(qx)GA%_(I81bG*ObD;!$g%fRCR;Uv+;v1EIsY-(8lXuR z%+BCN|DRB+&!xnQ`D78U$Xi$`@T<%+*z6=ZNOc8}|D>TbE5jagi*?CsUN`nGcBk_4 zuheZEPQT-NQPZ+h;`&tsnDs(Aaxc5VF6}F01(qX7^GgIPzA}%RBE8sqeHH%LvqtKh z+Mk|Qe_>@#a`fc$bUIobM-L2?S@Oq|lo&5B_#G?p_QJZd4)@<^=%Y`D0*?IfzBQS5 zY4K-P+@-oFxp?JQMN^jyXOfK(!m*4eGr_ZRcGe|2nO{qxq9^29_8cBl)c92M5RzKc zMJpa<(YKl9Sak6)yK8?PA(l;|%9rlYdL9n5(Z2A!o(wIJ)ww1&A$sbIfcnEup1Bw4K2V4F;qgs`-6m&s~*PG8%U#N438$NIba;Yd>qmK7} z1Hdek=tHp+b8NUs%J%VWgKQzaXqZgX=VZcdOCY;bZqqi@^PnY^M3r3*cQ z)oqt4+43D^L(I`y7K{l|{m5wl0;vI9SoP+E0 zuTn*@J;mmz)2xw2xIUzY)+HEGiT^_iKY5yh`yYe$%9SipDjFky&Jtz)tY+%ZGqBIy z2%$nB{+Q2V3i9lL-{>rI82b&H&rY&gq`)raC1PjA42(Bii|$7cAQh&L)CN;>-y=m0 z(}eX&sj2wvxl>#jl*G9z^o8S?L}o2u%!U>_siTiJ%f0v(RXa+!36*9P9X6bb=S3hk z*q?>p=#AsjI?y%?Lf6Vzu3_Z?OguaUKkEiih3X2VX%E3k``>Kf$poaV>w*9^(1Jxb zae9K3kpJ1ziF?6Z!`?g$UAhNb?|fxuLaytp@C<#m`%#^rDgx^lkpSADT~qLF4;)2h zD-6&tp`QCS?jyU?&5P1Q<5_U&H#RG(nEle!fvx>bysDUwIc=cL^5M84UL0 zNL&LHwgtedtpfX2rb8*@1>BlKX^{R-s?7Al=?9BR=jlN%ZI&g~v=^aK=QujjSJSYA z2dKztA??-NiDUUGYU(8TJKY z6t6l&X;!+l^xZ6qT4*ZpYSP%Ul{PG~cQ_8L+lAn7geW2Zm&?<_TCWY%88?x1_Xm+w zP%%6n9TfZZxN+;1W%3mZr13KEKIbpT;-bg+=9Da&x$k4U&E6<0~cpd%-)h z$gYLP*Axm>m1eWwo*~m6+BB$h4D~BLN9K_|WHY9gmXB7UUJs@D#RGR!RqzY4>>Wh5 zm6CtNKxcIvXZWM>O({E22)XP z$Ns1nkZQbyRI~j8wiJv_xn(qd|6y|2|CU6$!>H`yPjSww7H)xU6?F0>5q!r4-Wee@ z=*UdAZFmM99w}zqx|dV!p>|sD6pPU(#c<29#Hmx~(38^%QEU)5OHYoL%PvRHv0%Dg zH;u&CEwGQp!@PG4Y@MR$*e(ld^?F5jMVqmzP>Ju|<;}g=mqQ)lT9gzwns|pEdZGP? zuG`$EJ6}@pgcFvx#%!jvy^6e&WnXgizKe&chgrpx=cxK?D)Nl@!b-=#LTUUaTr4g} zd5{C0OL>c**Pc^b{|XxGJ)aFfTh0a^-a*zO?dWIvmSt}!h2GzMG`tx?zJ_IV-ixCf zA&;Y=`z@i-NUY|xx)r0yhQFTJC=H@8<$MSvX5;?=tcZ$+Hd^|Y2OQ3 zF7JcEq0V@f_Y@l}{&G97<>D0W$CFN9lG>7qxxIEH_l}TT$Vt-&GgBJzDTr3geGh4c zsTgS(MTZVIa1vGhNxk|8n#>iDd-4c1W%MQ=IZGOI+zFLC^C`h?2#FidQLJhtZTT9A zv??*%Ki&WZT%>4`({tw0H5ZFlsKeFS1HK29DeKHZ%(RUmO`Rw_HQvB0}@z(k^|X| zkYVPx2b0b85YBDa85lpXq%{F~Ovf{wN!>ZmuI^UGj%rsJcQy;|EF-b#^-*T6rA8sE zFXPty2~0n)nfVsIVY^yo$<;Ct=eG-U*|RVfQMZr2h>we37wJ;2SuCW-#^d40oixnY zg}!_-rfBsd_9{LTwxMs4fM9ymG!6Q$Hptte#SZmfgyp_-jSSy8u?+!pq2bxcZZGB` z^*jOR-x*=d6kA&UX*{XUuH;-ijM(d}CNyZx!O6*v%tZSSGcX>Bij{;7*K}$8?`?P= zW+c?c#iED#R-DdABk++CoTB;zZjHZ&;74A`-4(pjB)*5T?5W!PygiF~d7BzsSsjV& z$;0UDgJl%w=ub-hq?zjXOq#Uq3uae{`PbSNG%@TmrV4fDwy44M>iKJGmwQfGN*j1t zp%<*?Ifu7;y`O7dZ^GYeI7a4wPm%o>H^E1DJAY2ld;dLDj;>7jN@=f!IcMiK{y=;Z zU3xB}36`Vqqwi+Ybu||KdSZsjK1)b0KYI`uqh+>ao0nR;gqJ=tQ8u$rlKv9W_1^@WW{!`JKn$axRO+N=j^+wl00iKZBD$-7)6J zVXBs1PuF_ZQmfJe zIYcvydQ(M4oj53B4|gtY463Rwv3sG~C^%tF<+YNmRN&7Yn_9~~*q)7+2OSWt`OI`4 zda)PNo7u0OX4tg(2+~LBa`{iih_`;imi!n^Yg5Be&^eRsz4MLziWrOfg;f|9a}s+G z45r@cB>Vq>oq$VdIC-s?QD`oKg#&ifbbSg zx_4(6j9VPV(`4ni9R`2c179~*8-9gFZfb&SZWOo5tPV%rUvXaqZ+WRl!ff<(5UdLo z*-u$1w0#Hmok>K=jDFk`-Ef=>kixteOkP1%u(-&;wiN73lLyf_h$_L9W&% zHa`0x_fxi#DHXRFsk$s<3byCi-zk<%Fg|AHcUw?8U@v?pRKV|mKiEtSwn^g%m!YG9 zyLnewxk(gbH!Y#0;>&{lvk|y780Y^sK=umYabI3MB=wAV){|o_p|}^z+_RV&euzTU zS1~uwVK?444rP~Tn$Y~PuT-AB7zrCJaeMc8NUS@6sP-1f4YTK3YRWMzU@X+O1yk+D zIkYQA3iszaL&?Vu+80s z8{=8#Qj%&l;k3uDr?;DGA#Yj*qm74XuTBiLF4;+~wJTr|v7dI&9!(LOlWBX2F1@_v ziJ1qT*rokP;5_GxQTy;}=4QJO;eUt2_Qz~YQ`$mt>Z;WFdo|gatfo%42=?vKdZwq9 zE%dt&A|g@`GYg+%)sl(Wc0`vfZN;Q;at*nT4n*RkS>pJcp`2H|E6P$=Fz@wy*ir%4 zKJ#9YRT(JL{HTFU{#YFO*50E!8(FI9HxjjmN~l`425qD3VLPCmyEyz2{`@=$?-_IG zaj7(!bwuIxP#ZW5c?rcE!PF(-;=^sjXlrjXH0nw5ZC_>B`>76eO{74xEz6;`w}F~0 zkI;{kg>+qVJ6tcP(7Ab*d)O*6U9p0_usg)mWp&7*^$yx5oMr<*E0Iy{VyF&3KwNY##mD(kSs}Ucig_GvchXVnyJmb#_ zqAuZ(jv{Tgu%-T53EaJ}Hl*4RiBN&Bc{%ejJ}N9lg54_^*(Je#RwYiHI!(WJhR~(e z&d3%Jz2_~5x#wa~tm_q2OO@dG?1hBRKr&k4K^7KKSj3K#)~NwxYZFfVq~VmJz6J>o z%$V!RK<0n7PB3&a-VnfP7 ze6N`SZoL-${jH3=#f!+&c@!PK8$#nls&VUYjF>I(;THHThwhC~7UFT9ebpF3<5x(q zd^VZ<^E$Yw4cFnFehmHWbW!?Pj^#Y7Wtv^)NUT1Hku_Ret49E`|QwG(m26%Wu zR=jAzX|Z+63E`P4!*Fgr%eC-Bk_qF^{9m4`6;0f?uIs3*Pe!9)SlU0KKYNn+lr6e7 z3#C&dk>WXm3tAA3%dbB%3PgR4-; z3>sd}hRKVgkoxulX*GB8NkReJPO4DCl@Z*I?O8Zkp${%Z0-JP|DSBQ9MtrY9%5)WM zo7IQ@j0-}}SRE?8_Y#8|-!YZ_S=`6;7MA|A$!Pec*^Ie7XSal2W#X6z>~GFJ*ha0# zUA3PW`}h!K2YukulGC{DT_fQz?ID}AD};>}JD|m8ANxA14s)t9!S(uxsWc7#Z#Bf@ ze%6VHg=8|?pvvaGoyJy;&qm_7ZJeP*B-Bnva_5<_hGS1ZzTs3P6dcyz(FqxB-1n8e z+~tRpb7HvrHDZf)mIG`(O^y+UdGpx(4( z+d6iCR2cS+u0)mPK+695j&3EGQmkYXs%=(?Wi`}T^!8gwUpt!Z>egbh_ztr`U$$ZS zZMY})f$yGrYCWLJ7ryeQj`lFP&8orI_-XXkxQIG>cCwLAoape-5%gZ)n(w$8O=IIb z;I^yKY3gLZZ81N$Y$>}F{*I~>H&C$LD4Kc2fgf2jn2)>m zlOm!8{6Jqz;8B#&9LJ5k;wM=?Rzsf(>))}+*blh0T~R!CW(<;Q^r&iDCZ0JCrVTyM z>Bd%bT6W5aKXxpWruN8VR89fw2+W~3<=-*>N-oMPCsI+bUwE?p9bNCZPeUiYq!shS zsa4;aTX{&59bY6tm5=)%JX1L5*K#TO{3#Z$5J-V7ce(8uN8$R;2jlMbhRuXdu6SP| z`#ne*ySkU+&wE)eHPRj>j|$mq^A}jI@R#k}n9K&*x3cbd8HB%`3^jveNLsxQLymr9 z(F?QjUG9gt@cbrZEjY*8-V`tk^$YmmavFyf7vq+VHoA9ZqUo`K%obe2*AqvOVsns1 z+_dAo8zb2I`x!>@8~U?q%Ofml#SqpWyPfT=If}?EV6L7dWh9a{7J#P5Lu;S}77nWst+LxF*0x^Fs^y+?t!If96wb!2 ze!aM#5)6-*gtASVYP`MDLwYIXL;d`Iu*!G(w58CQCjLmHXIGV3w{Z9nDZ+nh(+mF#A0Rv7jkw)Oe zEf})?4K|nP(NGUHCLwTx*U401MZyWXzP1B3mr5~G^D^9qYS7XT^MxKnF`1uVK|fat zYks0{P-vzWOZ+V&r5|-@_a1N=RvwE>(D4Bj2|t$W18) z%iAV0U1u9S{oNoMVmc8KF?+Cf`2>9V6Aq1fJB0o@H(*%{nd~HTf#093G2`xhGgoq5`Qn z`oo?#LE`rNtm3#P_1zc*^Ya??dwMqtDjM1MVL4p;vwJK)+|_9Eh|k>g+HdU5CLdOl zSje0j!f+vZ3=aK%g9A4wVDFf2ZfuGPmpCs|uow+v?|NNgH_Ha%4|B_Gh7Q@5?gJo`J(sbJ1bLD{R)ZtMENA6JDo}LI1KXeQ|w)W7*f}b4U%M-Q(Co zUr9D5=P=H$o(WIuHSp4`0=H8U2j4BG+f0^X6Yo)+bP6QuwuoQ8Na2cmX~L#1gXYLgBd{8em z82iL{*h=GKgQf!G3L^s(?W(}yzn0@nykg^vCGXms95{2J=*~yIqPNGlnusGRv=}*uBM46uhG01 zb>71+h+nb8mH#AJKm*nU@ySMwY~OtFhL@vhz^oJWIq(3Vu|I@2jj{P3v((gJvNW98 zVJXJ(+G4TtRLiyRV=PaV#9Blv$(!3vPO(t`JKMxTl?^!7o?+2&>6iJcNPCL_*-4f! zg0w8p-Ac2p{A+LdVAX11zt-LStoU0Cjn-%jwUw3@uR=L2tVCxNQP4}c70-l@uoy$hbu)}8Y$IjjH|Mu_BTiR@0 z*Vkiny79$s4~-MMAGp8W>2xI2#wX*!uBlTZ_8gepU=yt>Ya{t6eGgM&`EJR&Bi2^g zx2!FC_gdZTUfJ@P24LX`a%aflCh?Vg_S+aB35H{mMwSbVg^#PY6t1vDxD}|>=tuAqLS}9cWTCUWcW9cdoYgK=<$?Ez9H7nhKIab^E zFSIIIZEWST#MJtwYn|of4pu9!Rc2O|!rfL*>+V=h18&_ub27?m&U+tAk&Cj{-zM-_ z1y?CrMV#cbj#k}ZwO~t_mGqTA!1Km+tv7xBYsqHz!t%y+Ml0JJURK|iL|c_^zG}ra zS<&i+WR;b7kepTd?N?Suel4`DI4xym8`fxLuCULl@V%zhnKw@@waeu#OOaJC(s~Pg%R;!PmwDk6pvNCvKZnb&uXRE60|5(Zg32-ihwHsmO z0*ofVJU9>sF@psy7Z0xbVui#S8_YaHt1!6|KNP~`|Fs#`0p5&EBFrMtxKm{K>9cEv z1CR&8yg&>C4PX!Drj{h8B$g!VWfkY=p=%X6o)$TepMe2{xncT%bOU2HkW9|cOUq2h z(71bYP|S2|yT>o7`+}!+>)EvF?)XemZl489K(*SQ)HjpA_Alw9`Eeb$R F0|2(ZQ3e12 literal 95240 zcmeEu2Ut~0k}x1SD3XI@5Rjb1JyilCNKzCJQ#WW^1R%Zjrdnwg%KV>~P&BQ7&$WI{$}a(bGvr=hWvt%H-Tqp`K2u?Q+5 zCNpki!r-QIM|($C8+%6^2X`+AH%}*LPX~A7@u9yPYLL1;zp8_nSkp&AG}NHylogZQL?{Pmdj}UsHz!9oHxEY#*QVwvabraE z71a&=E6i+L>qJn$r$#{9@a(MMriMS^7ax~3C@DrXaPw3Lwjko*5iRPWZT`k>xHn-q zJT4=%i6}$jQZk!}lo6Mh*u0``1#RR_ZW=MB8K0&h(}!n?I6|}-txf-!4x*ZWeqKG( zGg9MHlE=n1_5Rb;+AvA`8Rox#t(#^aH#)g_5p5irh@G4!+B8{h)Dab=Cd4&upjOTp z8JCe9mo})0@=YawOg&M{`0V7A!7(knMFgKC>bq$v{PD{>eS_4-RF^uB|WhIYn;Uke$Nl3|VnrL=r zLQH&eToX{MR1k@qw1kwHWKmO*Y)Kv~+EIT)MA-gCeP%PoekYv#Q_?fiv-+ha4-xU^ zPXx_OXx>kMf0>&Ypb4-4Bpw42GSXYn`;&b9W7cY_X`Q`Df@PbX(ALG!pjK6qabo~F~ z{brfa%HaQYyzlD#UoG`xn)SQ?fxPb^+OoeF`zgt3331Ij(l5#1qDZ$%-2Ww#znS}^ z|8!9Nq#FJCbPz%Op_=~BpE06d2BoJCPfkhr^AVQQtP7|9q2|z}DL2>t4ZXp8aNN)8 zLYw|2vcj6HQbhclmYkLtlOeLVMCYuBtw;0Y=IrL==I-X=m|$b?D#B}2LULkKR?Ogp zL2+aLd>ju-Ngm#$FaNnDF(o}dE+yu#E1F71#-(I84dP&HFY2;s%Os@6iSlj6fG8J} znw~1M!?K&Yv=`wbf@>;G7pc3WGLl6m;gF1GLri2j{YfcENf#M%nSNZqT6YRFM+Wr1-~(tf}EmI$A4GyvQgO9mvfCipFcsI<{n65E!1B zoYHKcI*6#@CIX2|&1~vf1k;TA-&cZ~&=W!a4J$=dk?=Q`tw(nJUm0F)>z3417t`FO z2oI6@mo3smTWsgd?9^sD#k3k}B9{3(_G1&y&4g=N*}ou%$VSgd9`qLlEf6A0^RH?$ zveRM`;t~@wQks^dZ5f-%8#7#lXTs=&LD{YNHA&B*$yp-KZszbd`0;;X#s|#m6E!2{ z)4T`q;$lr7874p0@(D@u_`VgMW~U zi?#b5|0=iguZ2uY!`RmLE&TiE{qZyZ{)1tDRsS!iz|Z{KCdUd|L z6KPn_UcOB{+$8&(o&wF5v~8T7t@(@EE#+-;dUDb4;kLHs&lR_nx8ZNt?)Pv#TJuRi z&8r3Kf9`kNx%Kn>6q|kVO(&O>n3|ZZSd(JWG)ryqmh-lW?k%)#p;#N;n-1K9RvFS% z=HIPXaC2SjLj5J2s9NmL{_>`rm{^6ait???Ai}EUX?75beoD6HTZa~F zE{}2e6Ws619mS+u;oI6ZDY~si%}J;zJn-xJMS))w_(g$V6!=AfUljO7fnOB(MS))w z_(g$V6!=AfUljP~DDX#q@}K=P|Hw}+tJgAKn}6n?8~qp5{}u}T>}RxZo!F~Z|6bcX zfA$x(`G?y4K`p6ctM5uo%%ZK~AEbZ8zr%G}8qDj|lKvz9RW@pY`^CS1KLefV*P#(SJ0Z@ z)QV8szIiqO_i$PZTJr9TTGBRt@6ozn+Q$8P|Fl5=`+omXyez`F1?SjS)c=tjP%~`- zY>P*7Ux>%xe)N^Wsc+^y+RZT|jq z+D=s8RMXMWpfv_&D5fbZra7?{PD-@mP4yBI63rdRw)WRf{FF%xNN_7;TT;;W?T-Cll12ua2oL$k|2ZZMWZ)uI|Hg!XB*NkcYo|;n@a7j_CxUeIAeA=b<_E}mI z>XUBLv8zYfcERft3SEU>;+}poex4f_tjD&PaoZj^&?>wCXrgUrbd=d2L9~>&$?^l8 z|32LRmfHV+Jetx<(SL6q%_^$%i|X{!Z;)w?-{XQhKZ~6dk(<2UZ+A|a_jh4O&yOpw zc$nWQ_b^{JubV)t&daP&u~32Ptbbo^VhU(;ntSj-xU8= zZr;zzqT-esuV%LTJNvv(!WA&TBiFmHU38s;TMws zX$t(Tf3?YY_g4F-ZGiu3JM53_hh?@cBgVE4{Ezrowp$Be8{VzWekK1$DDX4?w&@<9 ztbb2{pY4aX^TX@+VE=UPXZvAZ>wanL_dsj@#!q_GPM`9X|@q=A7H?^iOaYrw_@0U4k2*k z>SWxYqs2^5Ww59QCvXiI$AT_q;kcAHBwHbc=MRpDgoOjqs?>tNXzavf=QzTU+kv21 zvXbuXv0;;vQZezu4e&o+58~(3*~%jYWcOMLyJQFA){DV7A>E5PSTAMf{T9)D$u8`~ z@ZRV*%7y6-m<}!;i>dR|0MR zgCzuZV-c=*$!_2_(D0JR@AW}AY;QZJkQR%>!q>uht$b1zQ$&M16Y4}!X|$8$|_Fn(m;yt(MO=^z6GY{ z+hO{!$BW(JH06SCWL z2^P4qhUShkM(y)z?8M4w;p<1PFfIBsl|C_M_B+H_sZJJKsd)}EHYc-kv$43ds5{8} z%)q60b8(!B8D`|%5@z@E#uqov!QA$J(5l1%SC2l#Eot})`oeE~&@#k1pLH;DuQf}n zw`K+sU2xcet-M3B8QYq96dq2o#Zhy{utl*Z7_n$P^{n_p!%9anRf$VDfnh>aIG93TJxa^Zv3}(EkM)#UF=C%P;WsODb%NGa*eEZPxYD zd>a0#8fvGiVcJkv)=j8I1v3({XXh87H*y2aub)QnNJwyDFcfZ@PvQ$g=)&%?cbro!Fr;utyAVe=-3Vy-jEa~Y>L5$Tj{{8lu@YXkhDl4w@ ze6BTos@x?oeDGXQzy31Ro!mxV#U*@?z0t7Ew}3l5dp>VJVg!t+-9{Zc_;IF4lsuh z<3Mun+m+Uor_=S>FZi*Wmy=KKEb1N95d&Y1uk^b!Z4QI$pVL5nF%AUuaIlacgn~;O708fnSOaS zd~(PHI|DhEawZ*I&fVqnx;^D{Bhr~lY#@})d_xUggtXbXKa8^NhH}B)>}66H)=zmE z_uMd@y-;!?wT_>tlhJSNo`V2)3pNpZbyFanIGf%{&jSx}HB^uA(tfRH-}R4THQ$IwQ8)(8)No167hUa1Zpf^2`4;vap%`e$ggPczbiu@B!DMkck33H- zq_Lz#4+=YB^8F2hQ4VIzEXo{rzpa7L`CqvMAArSW%D{lP3xw-xrE$%7I}EC~!<#ql z+0~IrY~h#!)H>vV*Y~M0<=snYCTGI-QW&i6v<-OM5Y{&(kDhM%$nTmA?5@i!nt#z4 zRmKm&@?)}W)Q91C;Ep18=enc0W+<*(D}_5(BfF412Hhk2gYmTUp7D>o;O^+7)PG?= zls{sH>y{WX!LB0MVrYPtQ9XqX$2zk0O9s-?c|DkWKoMQez6Ek(OX%vQW5UeBj;zbJ zNMP{V9J)C4FjH^q2=Zs*}j*iZ2zd|r1!Rl+zo#~{3K%?{pu& zqqQlYQteNRhL5FfpGHG_WqoSgq{dulh_Sh~Rn%+WEt>pM8NG%aAoNLshTR$SEZnT^D*e-w~|zqp7jdhPsc_WiuNdk@8U~wqw*DFd=K0d-XdPF?JNKHMl33 zCb5PV2jnuUvAo3Jr^x^n|x^@n7|VC))1{H<-pP#Pe?t{fao z^DKH|UHujAz8i-sPYWqUD+cOVN>H)j17PT{(y3}!iXrtI+&2Xu>;XEHmp1>+O7 zali{{wprE&x3G8Mx#b*vD0s&m-h7Pu`k#dABOP(?3{CWZegW{|<`EdHd0B;Uh z3a1X$V8OHtPy%imbr)hcIItvj z2j=aR#hf=zfI|)aA=pue`R9qj;$yXtt!ae4>qFr5>|DH%be8j2l!CJk^4zuohp8sy z2fR7Fkm`H&V)yC|F?)mo`fl~Wn1}@QoHd5k95Ckzax&>|D4O7H4UHNwPqQ^fQ`&t2{$9Y z@C$pzV!^p!T>W?tE%kFIsf)ds_QY2d_1*w`CWNsa8TBOGB}K{S_QU?P25>99N^?&> z;d8|%LTT+Dx_AEq<(xD^U!g0z5U`CtR4Jp-Vz!{SQYf8u5~CQ)_fTsd3$gPUmpIU$ zc0BLEExtd5D(z>Gct)y+Oxw~JGh(1aU+IzrC7hgaMsEnkM{4zh)Jrq14+=p0vMdJSdeRMV@{*1U(F+xGJ7%0JU( zIThUd&>L@?oDxdKZvhp-9f<90g!97;fPFG$kG5R!ki4eG8V4COS+0c3Tyd4RKA42Z zM+C5t;(fIJR4o{0%HSI9Y8am;#o<{EVx-%$x%> z)BQ6@O)G*z-F=*T=3A=C?#FM9j)bZ~d64k@1vqw8fQIuOaCz_RB)#G+^*>`p2h4N$ zh3jHrs=hxxt5k%A$;RN3D2Er5k5a8pJM>)d!$y4)l9#G6x^8u43%2fuxD7u*Eb$3_ zdK5*)bGw83fmLMdI0K&8F5*7Dz6hTt+wdc2nqlro8LYLf2jheFG-9L$r}L~c<2+sp zzV?)YxpvxktX&R&VSP86q-=`s{B6bt)`)TS6(T* ziZTxcfnJ3y6F;F(t0&y2SwGIe`cF(RQoP>?zkK}+W9H=Y{p-%aey>fWByurrxtEL9;yDTgehGUzG|gomqM z((G<4VUg+!+9kUhCfKio^i^Vbf@1i*hYQFy*p%Ylo*}RJGj#MkQTP69AtOo}uxLQ} zQQ3N4Zr?M$m-J+?NWVo}6pryaJr{xgtUSWh_r%T9p{vDGxU1JW?!+lqN>uCwmd4Ye zgNg9v6Ncv$fc6SVj*`$Ebks*mt9pWOn39pY%E;7`Ks26#b71N?^#6i+FMn@mx#ysnQrbh;#Z~tO?urw8GMny3VOAof~4M#4zU%4rM zBL9!%P8j5U6pBBWk@(XNtggrc-6HRC-YXXKu7h~UQFFm6>tuX5dKdJVJfBJ))$zmK zuhN=IcX~IafyB$!ajqYwg>lF0Xs>TB3@*41`d8#wUFA^9D;$hJW=$Z^Q_^stQLQ!R zE%B#&AD>#|4S(c~Yl|y{`u-8b|IPBh_N%sd-rMeFc(szHE&bR1sIlE!yJ~Z-w`L1k z(|?a-`^9g(*#~(+rJ5;?OWMiJN?k;u>ILN;>n;leFcPjY7kD4Gk)O9@5q%3B!LO() z5Pp3)M>wf*D`=nh17)SJ{JV`)IQR1!!=|m0l$4oA3t|;ml5GQTYpnpqm6{yH2hxMx9Vls6Z>pWSjz4}j zm7o0~jQY!F2s(EQhJDMd$hyveul3^ip7kDNx4J=aIeaYlsZR|5NAc*N?@9inc;17c zmi7D;K{TZjKg{JU&U3t$`Gt<8QV|3@hB zGyk^5qYGN)S{oVKf`e`MS=$abuQq`HVES`B+AyG{gSLKqwC0n3!s9R1uws`c< z^!iuh(M|tnr7a%a^uJa9T5tM&Jld<3!he+h>w46(ohQb_Q6#b1LiZ{4tM7D z!+WLy?C>cCw*B4%K3b3gIeWy>)31_q)O=4uaeY*LW(zBCOS6G;o)E$JgY93x!|7rp z{Hos`UWl?Zl~`)MX7nGHKeLYt(JrYKoTn z22n=hv@W?jGM!*b>+}fJI?v?Bd23+s@ICNmkT1UL?tsU)Eucu%POx&r5pYtJgM#As zbaRg>PO`LRCbj#>z}AaKraR&kNf*5OXd1Z0#M7j?rZ{Ry9)G968dsa#qM?)2aDFcx zFp%$#-;5jKhTH=@VIiR~F2sL4`I4KBHi@GeWxQ#x9LJz!mq~2v0V3!Evgq!F-wwz031qT`TnY zIi?%ne4i*@%=HjeMa<^aCokplc0HsBEh{hzRN-=a*x+2f1)q!lAsX3(y)2_yzE>Y|S z%~R6F#z~#|^3-SCfDztU>}-Ky;RpG17n}s~RlZCvwhQhsjlf=uw3yA|22fe3fO}O7 z1hac~6(m)yp*!8zgSnm?zE+)2tIRCvOoRmcEh-Ad3#SMyRXuU7nhGoMOTx=iifm(- zS^U~AWr8&Oi*z*l9Nav7g9gv*Lz{NIApHSz}kqlt_creWT(vk0 z;)fZR8PJ{?b(BEE1M}hLBO_kAyq1dI5!}75OXofW)sO^=YVKGk5si{Ej+~LxQQ@KKF618Hfm{w3!pVu_X>$58Fz=yhfle4S!IS;Sc*2!TkVE+m?XmF6IsO$}L{ncWk-5ihs+~|t_H*LV@`M-~ zX{j@}%=w&*$d~?E@gz)>6~|d+FX4SgDSR{$khEWlVB8oh+8_4>Ob!O}7H98})Y*~v zzSBB-QPZDB$dr@w0|r;><=D#m88kOjfYI|5agxF@Ze-j%FgqrV{yhY&>Onu47Iuy| z-fGUS$i0U{F|k;ZaDjWeQU-fk29fp-JJ$P_JQbY2P0vov;&$FtWu2$HvFSCoh+cKP z*z=qGuxr<;=kxaTHn9tqZY(K}tW)O#lhT3vIE&x4;2?QvkA_w284OEd+?}nfK|M%= z%?=j8iFfMETbln#)xOX@SRk5(yrTzOi8c= zv_H?{bKU&mnbAB>S!)wipRV%!VeQW9oE`DUdn4xbJ&`^uZH8U?FTv@;OrnBdc3S5c zJdGWO3*^^=jNhUk=!y+UBgh`rrc(3C%&?PjZ+*)a= zd&j=g?2W1~z85#fvb8>#B-BUS(#s&G)RBel@MhJ%Va(u>B&Lqn#0S|6Xv_PlApgja z8DuPipwR2w0%bcEseTr&R4sxc&tSCQq=8A=vTRH{XHH*rC;xuLMPdJ(0qkO91z9b; zNVWS9QNC{>eYI6W*>O&6=j=(eOXQ^}LkGTXF>ooyPHA#9;HrGwn8}IS1Y`xWWc&@$; zdR5d3sS2`=AUii68htlk$;QO3C{0we0 zXF1pfHfc@)sqTF!>9Y>I@p(Nr)wpFM6{x$v>bjJQP*8EP$Ct%K-Gl<4!@x@YdY_#?um|hc%4lBNq zpQIm-n>>)FHcFzro(4YaB#-4+daxI|ifr|LD~uka&qd^o1>1C6*5RNHj@)L+B5(Mj zQNVMMuIY%nlfOdlN{;3n=Y*04x@?5AF;1Ln0*}OpvA&O{QB+5J8s@WtlZ^MmcWc(b zxZn?bNaz=E{niy@b$8LcGehXW{NDKZN({798p9c#v|*- z>=kPSL$z)6Xx0VZPQM3^GM`5UC7tld^g_z3Nus?^7Q)=Rm;ANMp7?r$5{O$w(Abb^ zy!-vBe1eY}+t`{G8%do61_cX?;ODPkwlkdyxD-VC*1e~NA@G@nov&|g7-3{*w}nI z7Vx|$7ysE0cMcTAoys~3pGz&^XAZalR`QprexxQAbsfO&_VlALsW%jUqMR(udf>c@ z2toS~R_M5B2HiV$op$!Bp=xz?e3NCz)_olTZW7P9@57bgaHKtEimjl%KKB7HcreBM zXV9U>05uKzF#m_0Fx+x2U0v9Y4P0Z4`YLV|mMMmhXG*cE6(U_M^EAJ2-V_+P@3}zl zdjq|!QfBEpR`XtZK=?|Ro!97u$9A-XLK|IX(XdLm=1C9+xNPJnPj;p4yd#>L9p$Rt z+HnWuVo15O9XqLa0VYSCrt5oN(e97mVAivxkUM)G%+KtA_ouj^&lEA%;p0M*>gdWi zr8}gh(U05pq?`;VydV>!O>j_CbgxAz3^vPzV8HGa#_xFm*O#56=zYdQjhg~oTCyCD z`xo$`PQB3Ka3tHE+mk;xU;}NhTL?)HL-C$*Z}{Tohlj=YlG8{f_Mu`4CpF#@vn~X( z#*O~WZF>%_xFyC6m#DE%X>(wa=S9*Vtw{SIIa-J6=R z#~Qb~%3#`^&5-FN$&>zjn0ulnNSRkNW&_PS8J_Z?n4 z%b#7L`=l-E!v#8XJDeFmVctxV4AF+5!%6Jm08`d}d@zgEJuBGf!r}3JajP+#7lH%;${mGntqY>5*iXqus z5jbYCfW2RI8LWD~f^~bZkU+x$N^D{2sLQ(LM^vIxNf-dqQ_^f2Ks=4YYQ5SD{bcLwGx8E`K^$ zkKbmZO}k2kknra;=Y^`UFylOT{pCrrAC*O0C)M)p<#+NS z^PlrOLzLLe;oA5y$rV-dblC129#~eTz$~9vz|uE1I7K8c{r4u}r(5%3=M*R0Y!L&( z;el+=^gLJ+V1rU(n&{`W04hpXLBEHdOzRe)mmY^RQ{$;IeXBJf;iO%Js`(Iu63#P4{MqI5nTT^`tHkipVqijcZ^v4ZKI$gwnEw~EBn;7$t*X-xyKRBzEp$#@%?amj~4SSa>2{m_DnrV z98R36q$G{60*fCV5+RXN7W#!ItA7#8V^^28N1)n6VzZEc8XJwNd(O~XTqxQU4#m< zV0B5~`Re2e+&h^GRG_QQVoyq=jPG-pmTJxhneOKLAF>6<{sc1u7jff`A0)SNR&2>O zakN8AQk)XV%@Z@GKaQFa|t$I648ej{-e zGOUNz5eQx^hogonBLBG)-%ur4AU;EG=!^&Bb1f(<=UTeymsG5d`_{VD+@gyO8XC@yFd-wCTK{9&M7Dc`3d zpC(MNEB`QeEq{u1u!tTa^0@47V2vKYZOpsOri}eNNEe1@Y|1%j3L8Ml=P8 z?ssstqWyh!3hWDf4C{=dxk62UT5pmsycV&BUm4pG3ODYjcC%N5S(PIBM0}!<&QFA- zsl}?84W3@=z_iazCByw%EH}QI+p+i<2#nqEo@_a}SO&7hG1b&D)D3$HELbwi;NBs| zZ0)sipb&4vribV-#}nPyDNiBI{`!gv-r7P^Q67XE-y&(#`84Osepq~KHt!pr0Q2gM z%ezN~vFp!bnP*Kf7x(I(Fled_Jv?m3^m4{<7b;eeg0VHqbWy+?H>UI6G9~cr$z*}a z)GlmC`8&RIZ3Ar*w?nz^rc7m8JzS(y{D#K95V=?pQ!jNC$x0`t@$40>x_p_Qn%Hx7 zQ{321^D4f6w1Cuo&XLWkuathfhMs43#L_8U*pihEFve>wMOt)V$9*MRoe7FRi^3u6Kk;#*_dX6z z)MH!MNYm%#nmBRyM|f=cknZR-lIN=5(8%}=WxcsYd;OKz@%cw#nzI#7Ej354ZF!J3 z^f6aBbRhlMdy6Vl9#B@*eMt5i3I~>3-FQ_emoyFK4&ddK$k=7lO5j`~FDf;TWfJPOJ@ zsvz*=JO02ENi^!$0ZTYjRE;&n;MMYMK>8>=@!XNEd)k@lUwTHv9J}+&MD!^AFp4hD zHD{aW`JmBBC+3sejmkQ?;Hz*)OqA$I4?l+Cr#dCNdtQuPjY1rkH~^L_8p6zVm7sIB znilns$7R!MK)-4f9L)7)m$mQn#l^j0hPE{e8skDo#czPj*zU|umx03IDcnr6n{a4g zdv@A;7-f44Sg-uOoY=xT_-)8QRF%`OvaX-x1U%n=j)cQ0{|IG?hbk5SinB^2RZWf(6x|4J2?al^APll0M z(QJjj9rP9H@3(C8gsU$d=>1fe-0DmRzb;*G%707!PN&V_|5T>B6%N0E4Duq8f0~1Q-5eP<9ch9 zSF*+a^3~jm(baTq|GtB_E$4&aiVGH-$>Wq)XKCmO4$WUHlfB<;=rLk3eCqg`-!!V2 zB4=uFg8N!*#?xJpzGejXO!*GyFn$-=*R;n3=k;*Dp(n1Iev?dYI#J3gO&s{Xo|l^A zkMfI3xdzMGoDfA(i9tj7*lIIoqI?TpuBd=+E3}!iAFzvSOCc}(66{>mo}W9QSdjho zDJZ)qgXpp=O|Dg8J8ylZn{T$#?F;Rhjkaj4flxd=jzXb>lOt5KMeVRd1?fXmAovoV72Xg@u4qX za6uQ0@aTea+VMdir@m|8*QdAVXNxz2^~)b*wzvqM&eTMUpmSV-sv|b`I71HSqd>LT znn_JnMzd9Z_+#{Us!fh(FH3cq_4Y=Pyty6%^BkF;=)Pyq>i+aBw1&Ug*%G6MN3hc! zb78W=ZE%{fkw4~W1-IT>Fk!<~&QCoCb%yCNtBsE6U$}!N_prtfb4+PQ|G8j1Zx(MH zu!baWN3pMBwFhe>#n_<-H~1m-o|xqEggV{5Nrf-kqwqGt>&a$#aJ3_Q;I6^WZMWm5 zRBWUlcJl?{gFlh}f)u#C#s!r^yW{Ao&nfttF-yAQ%_2@avcapwaf<#In!VSIkGllC z#58|&+NzHSJ6W*;?=>(g$d6p*8{nLdJx1|b{8`caDCWw6OxRwG|9B>jjo+OJ+uw$v z&9XA`-v5AZyKkaX4`1j+w4lT<@gklI^Ng_#QW4XA}q zv94Hf2vBL;Ja{qY6s=B4q906?p_=HPa)}D-VA>P!6(bv9ejhB|EZCR&9Rd~ivlO~H z6f0Ip3YyQ*l@Ew zMT^e6mu~`?=Kd92uLKJae?1lY>dc2vR@TA}r^4~kE*~aYxRR_M05TOX_HvdZ`!Z`b zAJn%y+vY2hpCRrP<&ux^RAdW$67_ddg~i&8A^F~taM&=7n^)wrQ{-*9_{s@yy|H8wHV468+?GGK z`w_hJR%WXg6;WE3w{$tf7t=>~#ooiBVXn6eZ*L=qzsbKQCk+Pa-wwd>1P4@@IhDe7 zr-9ihW45r)hcn&voh14!qem47>HD^=G&_19C##`FGB+MlTIExC&|iT1FNbiPZZvM% zYfELvhC+o*qIeZtVVRVGNjalo3s8p{$oh7X`91xyO8`l|9(AhsB(4f)11^_N86^8%W~BY?_tiN^j4*aNBqH zLfZ+lXdpaCOK2%f@Ba*n9l}^ec5jS!QKv)hp=@PjFLs7EWR1`ry|b1>&qLcdi}C|t z{6rkGBg5EhXL;=C<%hvvJ#hEp#h_LBTBut58SJKZ!|SHsz@@yBKXB0xjeSDco0F$O z|Gp%iez%-5hO6Qkv}PAamr+hhCo+9HgX=1?u|#j~mWQRj1LtweNNi_&CjY22li_>e z=SN-fPUm1c^}`DT>X$;^qTaYjVG=~%_CdGNIefddy|BKb1K(BNoLhcIhW!XS1dn$4 zV}V*S24$H-zFGo}{$zmur`_1OfQ!(rk#t&XM2!0$D zkYnU}@bWpqzZSjgGvIVbaDQmZz8}2?(qC1X=8|>LrQQr5+`mCpLsQ9l@d)PQ-j0PW zS_?)Fy7YeYSu#yGL6xuKY{C7>qJ!I?WgUD)_D&V$yJKhbD;&C`=AM^CZ&a{4#{yIj zbz(OMt%1ox1(YvUVuy0ldHuPUA-nSzGV#!2iCx{%Cg*E;x2CH7LAG}deYfyK ztx6NPR{+3Yv}B)#@1+r2gBZB$g1w70R-5bK=plFD$3AsD(Rm9wb(jLz2592k(%ZCP zlMJfmNn*{*)m)TA52kp}ndNV4j~Bl0q~a^lG|TT6CGH7C*^kfY+Qm|+7VV$K1HRMo zBolV>&^fSqeFOG5Ehh0J*I-q>Cz~gbV@e+9s7AsX4;3EZg;^py!@-SJiywoIE_b-D za#r}L+8a&hnz5KcCm_W~j2*bt1J9RwqtB>FGO}^P>^;3%QQBqThia3tf&taN(tu+b z$KXr747!S)pbZxgCDm_(-JAB<7-mEzA*Z>{r{V-|V-?te$QyiFO;3SycrHaN?x)<{ zhOAFa5t&?xVXt-XQmthGPL!;niT;<#El(ep876?W2!~zv$~bWx(W1{?@X7cMup`Qp z@R%DePtag%v*O{1UN{@Fdk^h=YK1>UJ_bwALr{6p4abU$VlTED6!M}DR#)4?#I?1g z8tIOg12kFhgR4lli!)@;6k|B$11*V-1#$CI+BC~TN@hI$X$42hHd;Y5}KjPE1Q)OXpU)y|txd~yejl>AI5AR4#r zE}?OSN2%xacFeKo0G8mR&JL<|z$0rb!1(HRn0l+2a^FkfX9(Ja}HM)>`I+<&5 zlE;1)v&pVTjG0WM1}pbGPum-(2&7(4f!-G8le)=PI8UopVQoEPgZpZvHLR7yHBEbQ6t|f(y--SnRKHs zb}KQ)uM4MgT#X#Q%rM8&k==2=t}PyZ{19SZ$+Ei-Ksqhhx} zrPy^o_OKR8y)L7K2zT<x2XN~1{yiN9~(NZ z3^w#D<>wVoh-aZqS>2IZ3)s9$vES#M4+hMiwW{>{X z`f$r8SGa%ZcV0uL6msUfpxDt$+H$o>FtSS@42tLj>c+AVVR%j$=A_5^RVAWLfINi` z`b-~r%5+#a?L)}M$2HB*1|bj_i=Bb`{d z$Pf12uN`}&6bh#b%4x`3(L3x_cAz|YtLSc1JgODhK)>5|crEWJwA0-}R%4yXQ1t%{ zVBjh0xIB||pOwQ_RSgynr{Rh5Vm>POBvq+QqHibrGr!Tk!q_=y=+wj?uw|thHuM!E zg^r8i_4KC@dt)*9A5_Oa2a7-|dL_*%?2QS}B^YYm^Y@#n6q;~{Sib$2!*QV_(5dj4Sv4DsTQN)5^ zFW68JQ3OG(GyxG%Q4!YK2<$`=1rf0e*hR5pK~(JAJ@eCh&VAo`XFhj6cg~r6X7)eH z%FbHJdXkkqNuGQIs7j3c6f&5*9%u~3cb3^ktuW;W0U6G3>5;(}8*1hi*SqGFXvYA2$ej z_P-8Yx2}gz$}{11{W>UmF3V$*2^W1;134GT)=38{g44I-Ws4~kbfZ61K}B%*&VHaN-3G0iB|-^H z9MS0M3fvI;vp}JFG1QgqeYV>&8R~X~aSx}w0@D^MbE#jKi`@@+ApOaf(kIXQd8`@4 z!!1>N!7Z~I7~BLJ|I}mQ*K8Wk>53+bm-fF27K{{e@|86ZU;Y&?H`IeyE_?^Pfx39TbS4T;@s#RqIZ&Mw zum`-=FhXCBeuY%?W1#)~k~mXM5$zu~3G5hDB=wIqL$%yPU^y=f1>dLz64OfHQ&d))_yF8$tc43&4ug>cCv(})f)IH-|3;cfmxAl6D}dqr5on!LyQT^ghiAc7cSUZ@LtW_UnG6o=^yfw}9GoZG4g2f787TgJ)an-C`t#tLu zo6?cp$KaCvHek;yneL){3@*JjhU+mq10x$`OrO*MuIq$9mr&uuRgJw3Oe-J5Y+x=P z^?o)mxG9C3-)nNp&T?GNYh~0pVKbbN@fnPqk_b{FUV;8Hc1BTwF={TvxTs&#!O$lT zTpS01OS%#wq&dJVL!G-l(+%w#r-m-!SHReHI2tP62JW5qN8{GX(*2;p1q)7SNKzh9 zymu3t2$tx>!L3lo&5&DnOa&$G4CbPjwu4JkMxa&JGMgoDHE#P?BlKB04t!F5B^A5r zOSc_q2lwel_bA35)W^G`v4e2*-hLvN(K^B1u7u!@-L9y;b5fC0RQEs!-|T^fClaK! z&O_1G_f^uvKh)6EIpyLvB^_EtsCqj&_WPd^XdR(}DL+77`eITy6~uA{VRw<=l=bD-%G7w+ot z3Q*Ly7NC*epxf3UF28({M;>NzY%M+s_$5P;+l443&N1d57>bY|FMuVo zJ@wbGZ-u&Z<3ZZT9l+0FE=MK}1nXn&L)Dni(AKaRe%Ih(VCD$aGVulsbZ5B@5$#}9 zzsq3ZdN*m@qE{g9nHy)Rtpo;LodC8(X>(8et8zgmr-Ap@t5E%=B_cx{QFV!IOzRiI zUH?gO1Fr_45#bx9FNQCKt7Oa{GhGiZ-#rwLHx7p1$r9MH7=pLa55beFVVqIdE>I#{ zM}X%S)z<4cfJtB7kdLfSmmhu=X4d4wrq|Pe*e4MAJ?n+fvxkd&@I+uy%W~CwR*L&p zyTH-O_Ne!?3a2#Oj=MN}I}~Jg5*P1A%IeW!cuDyhlz}+7gdGy#J_3O-hXx=Qrj86M zjgb6ff9^|XJQSXc`j z50B@5vSZK{=^*Zz`&4lAmb-N52SZfydMdg${VMSM<-)xWR7H+TE^wozEjq*9g;p|M zggi16G#WesCcaC>mb+6y;>ddtH&Nvduj+!!tZG5Svsy6wnG*~;pbJ*+*bl!HS%J_P zE3`uXD@>9xd1{D3+^G>6(84SWX0M3@H!T9VL5GHcVb6~PwF7h2QiJOxf1-5<25acZvPea>RQ~w9r|ROgH=xz$LD}BAvQS5e%InTYvY_Mm9q- z!H>dB>8CH=&_%OVoZH<6J|uZ?+b+tOShDoP40cIhWtYI1CnTqO1VN#{7m7345BAIE z?hc0@8Jf(OzF=JkTR$f zF;H{eY#G~W3}_sjC(gQE2Q22uY*Zrw`u1itQf^I#JG^g*htDE7M_*rY@vAnd)uDu5 zeFy^uKL)}zpL5`CuVgUN*9>Wl=#Tn)eS(K}&IFe(_5(Ay3}A0P0^ugQ(t!KTKzE9- zbeo+$nl7`i^U)rKZbkKa#E!oWJJKDv^-lKa+C(KZz*rucUN%LY1v{WYua(&RSp;X3 zFUOT=Rlu{Z2f&AMxnRJ=5ais?U2J9V10Tnn1ip%iu7E zk}Bf7qmKaaYYR5Dtz-1+SKY zSDMybxAt(ZYi}5re$I?r({Jo&xGFSBI{TX-;Q|6MExuAIyHc4+Zjt89z z#+-+b1B{xk1|(r#Tt>4cnyKgyT5pxXacV=kQESC0FJXst%*jIV>%lRxx%nH=U(1x+ z>Gcs_;?iYn;vA~fbwVem>LVpvGj3p|9QRS3MoXG9p#yFnru zcLW3WmBA<=&mB#swuw(X8HQ>nHNuzEP67q)37Ga61L`jWrTa!*631F?g)Pp6OO1q~3pOu>2rp~ckr)*AhW1A*d5+d@b9W0Mp^EYyh)3mt2R%PIuEQj`Y z?}nNd!_e!3<6zm;8fgsdfnw$cST(9zynnFF4qN#I2zA%wo~=!S2QJxj8(B-_zI7bJ z25o@>bvZyTLXQiy{sK#)m(_a9mjE{LX04|Zi>`Bf!FE?25PE1bw=-l0I5c1ixc;mh z>`gxkgu)!y;2I8<>ZT*#HZu_R;|REJI}ch5R$P{oGP*^YplMOMNF>vLkBq(ni-r}# zXPe5T8`Cz!svl!eOtvR{0JL3o%Z`G%hy=5i6XF9|qY-hj3J&i*3tX&C0GHk9@#WZE zc(q1NgEwdq?-jd=U6Q~_QsxTxh#@uC$EP^ z4yV8}nO1en-N@rPuf#o&O>yr%<)kK;NB3lbx$Dp5n|1)G(0TLkm+N2XF}j7<&iM- zL^k*#*N?lDV~3X58FJ>z>fGD=@5EChDuK?X9k4aA9qzw(5TsEHr7_`mfvWy$_-!-~ zr?r2E_7?^r3qMD0`-3my+@ojUq6;J{tI$N>6Rtz~MjuXP7Y5FVhXA|Ak=&CBZ>1Y{ zn;_xc577H#rkKdphRx;fTK+?9|aLgPB&aqPV%;q{+5<4CRU#S8gLapHdkOsUBow(RFhG@3v0i4In zagWIvGMnFPFsqsYr3wDBy*#hrE+y}Q1DO=wM9)EB{)?1%~@+DR9RUs_V9w=H0(n-kd5 zjdM8#6VTHcdYoT;wlw!*6Syvs?Txr>hR$7M!5*(|P`^8bQ+uO@j+MLuBXTUjndNGn z$qq;4Wvc^rYh(bb?I93lo(Eg4e!0)88;0~9AH%kjL15raWn|+ckF<3@LzBK4V2e#5 z(AIK;QLGy}c{B-z&e!L5lx2dR5n@!Ua|T+8YhmHw321U3!bTfc^AB$iRr?L<&$#Qsf}E{ zbn%(#Twu)=xX^@>Mr%u;uZB7oAM7bksXGr+C)|Kui_4^6>XW5jYwy5%wY7l$?1C01 zS;J^L0%bpPN8xwROP~3~gPV)b!H&r9Vu(f~Rr!e!)4l;754Gi(r5%9oD24|^-$|pt zErJEDdSI12FAgzR1$s}TI1pD2?@eCHEtB|i^U@Qdw@ZdVO<-uB~`ySO3v%$g}L(%OyGdMp% z%so()?E}j^2bLZSfd`sdu5e+i7|y-`iJ2B?Ws5CJoaPJ;lLNWdS7zLd^+9OQ<9^(# z!3V)aF^1~(2BU2cePMge40NJ>BzmfON_t^dlo&A=VXU(cx~#Yg21sS|{fQ6Z>%}E- zbGs2zR(=DuXV?IMEV%6>XTk$<^T7H5QpWbMhMrUJiCvwq!705M*OX+*T{Ce)mo8O+ zIWI)WhMj~oetwibFzSbN`&|cpH6@_@_(HK>*bi8U^rR{Mc7s;20}7040b|>ZQ9<8b zXenMS&W^Q2XFqbX@xfJ@os|eZ-kS*KU&$0d8kgf?AFmIVZ`chIJRZWb>9^thXkX;I zwnZumc>&*@9K>xgvyrwWjz-HOWc-BO5};UYioSa-2K%BbK;jt}WM-=@n$mjG+FwS^5yf)j23;i%#tbERmi`}d%eG%r$89kQqePlL! zvnQ9x+WI*#!+1XTKF1IdgVw;bclzLr(K=Mr;tsS^^Q7&fK=|5tqEutzdT1=)2F^HQ z=>ECq9xG0cL7FFM*j>~I-aH9{v29Xd))xWu&ms8ZR4vd?(WtGItAmwGGNIkK^>AFN zIt;kNa7WTsfX&vwz-X5n($Zfixvz<6&F&#$S4!8^VJKnqTNBDnEwE3tr*We zQcMJ%gFk{!^O;=fP$%xvNk+EDk_gtCeh0dvHN;DoVceVj&fvsxGcJ9)y41F?RQx73 zz(Z307*@*mCcyw4jW}}~#@T72n3|vB$PsQp?)wv%F;->=oA3!NvwSbz^L?y1X~TH5 zW7|*Z$&jZoW79z7KG=!7dOrj1or9wz4))xyhski@3={67S|As4X8_j|;s-YRCc%hu zDZDF`f$7?zT*;Jdu$=#4ekCfRHH@Gl77sORZN$gV9rrlLq`?8si5%3tD>WY&1|Iay1LYS+ajwUdQEbfsu=K|x02e-x zrvCCnW-t43#~0VYb^H3jCkt=RJ#1RdvS-0)_m`o-;l&gr8leeW&V+)DEurGJTP?D6 z&V1mnWY5JM-vK^;_W|LzJUOFbM{73iQ3nHmq{DMEo5B3LiG$!xICqtKxFaa=(3L~cy29$2XKSnPTGIQ$s523+3>xct?@;NmM4PUD9a$L?VD9 zv1TcZHge$#8fPMdr!8=^_eZ#O-9YY2l{tzWxKo;cOdGypw}72T*Mlvxb#hO8J?{Lg z#V9n*3bq`p1JhMopg3v<*Z#B^SS=ZbuCLrx`?%p7q?av%`(8Ms9kM!_GwY4(vG#cQ z*;WtP_0$2&y=Gk5-XpMD^D6w_H-!6cJplR1bQO!P>EN-Jt<1hVjJsmJ8>oajf$85T z!Kincz-d@D(4xnoB~b?GGO=*dE=Nt)EKH zmWUH)v_Q;><2rzU-aUW;Gy-{}D@as)LPTLV& z`o0B(nV3mmoe1GfR(L_MU=7F(+v2?0Hpp7ca;Fj2GpuIp26&Ak-BP1f!^ue6V ziR=Vv*irEuM?bF4><+Y6%mSyZUVzE6dD4j637{=q3+6WM1Q+B*VElt8@P?-x@*3uZ zCU)s_p%Z2Nu?ZAd{qQG1%{Jn1b5@J@E`1J;ED<5gvd!@Ri)1L)X##d88pzYb6Yaf@ zar?IVaxrs^xgZO9cyp~4XMCy~2+5jUTet~Ky)Tcv)6Kb;&-FMbBW4edTHLLn1xg3#M(P-BWVXECim*WzV~2HohBj`_hryM(K7$)jd* zaMyNNA8aH(`A`$d>Cf}XU287QUg0b5UNV5&^TiTu4axv_G8>_CYbfWp_@Y!nwwI%l zxCll+7on6n(IB~WIdE&#fi^t{!2YRc!SWTG!Oejixq6v>Tx!mCs5o37Eeu=+KDGHu z&3BDM!#CM-w+HGX#$O+qg~o$$)ge-qE4^SL^%F!6{wAGx!wj@%pN8dcKLcZ#ogqKh zjWehk;c;!am^=7!Fp}zeqmSF$p#d=mE;hE6rq#DVC8uU!bE*cW=abyz$P8fQ*ay#E zi-D1IbA4{gp7yM`UD{d~}?X3qHp>1D@< zH3u}aYb!Mh#2o`McwF>Gywl0RW6;Xy;%ip%FpWA|(-m1*yQsslcEb&8cs1d%bUt~p zcAn#T59LSWYi(=}NyFPeOTQYOmNI*8NVn859yLLM;$PO~wFa7(#WOr|J*tnC*6tnN zUmVl8QA!Nk2_Ku3h>JTXi`%LK!G*J{Jt{Nyh`UJB+LdeEYR}b9@(AG%NH@Og5qH}b zi{0dTX;|tk>ARG-wHb;}-Cqao@kr3C6Sqnfq;tGadniun=dnbAt8E*0NUHqlcJ0H~ zA>x0;0LQ^lacr?cticjy`%-wekg)RdexIs_lklkcO z?#0B7Xr0|gWZ<-&v%fnMO`kUn8H#73fx&x#^242f#|Q4e|97$c1Lse_vMA>tMEEZn z{P*A0|8qR@=ll8N{` z`8&XK@?Wh$(4PqZ?fxGvfj{-P{P$b_(Rk8B|MUj`F|Yr(j9l;hztZ`WYV_~x?S=m_ z>HnYd)IU1;-^%OXtCRmz&;5syt0MFNz3%W=Pxq&s{@34lbSkug9DFJKm}A ze?8u!-|;TZ{MY0Cr8&yUS(g63;U74bzrzXXKZx)<_}{Ky{bhAfPEOC#LhdiE(o)Vu zP0nP)@B5WyCGb!GD=7SRh_IU6UpZ8iH~*c(zwY`SUFPijAKw3jzOwUnE`Ki*`+v^q zfBZSg#Npo}`A>CDa>p$-(drlDC3{Sp`NP4bY*o0w5Z-^3NZYo*s4GxG5@J4peHp!% z@2TwMYj!QJ9J5hF6bojuzpPW3&e1v&=kBp=Qx7GXJxrHv`@EAqvqVYKuwF}|>2^&} zl2?@+v#n=UYs%R7rmhP;rm&y{`GlqxXef>>v^Sx}gw!bjIB z@gc*R$}rz*c8Bi+c70Y9b93x4!H^rpTD9!v3-#|aU4{4AU&*zVA;-0a2l5sYg`Ez< z;-EYHr{%Vy`rvShtHNwa__-=3?tKY+WY=hkZjK+LQLWBKubL++AFnL>{=|eI+GkxE zv_hWV6R0jKw+ohxDrw`V4>-c6%m@_DKNu~t8*3`sqOK&lE3srZF3RTBUUu+Vm%=K? zZ_^fin>UL!Uy;GQG}D)a9hk>#^@p&M{^qe(q$KwJ1yOFVvMh@4P7-@a`vxDr{ok z8%weD6-n-wMs`?L8C!NsS>!l& zJp0Z+NMd_ny|6+{Ntn6DgY{dwRq$j(SU#;;DBf-_;aGofs?`ROloqb$0Pe6YWJqrp=T%--(oD z=$&F-!7{f0Y=23yw+Hj_M?Y3;(*n^cdu0(;@}=_qZn;Xiow1aHiK^)B?C}!m^m}}1 zUJ?7Pc%+a_`iqL2jYUr#6(rkE4Pp~!?%`Lie8Rs@URXKprG_Z_^(@x$eIA1>bR?fo zOlCvF7|HNfW7f+yojr>wN)9~Hl8nT!2(LaWOVp|w*td~o?Bgh9QS`*|?D@lEC2!-_ z2^yOe1tA!)xJj~*6(BRjt-mB7r2+h+0z-cKDyPavhflGRmG@bvEzu0C>M0DN{n%!@ zh~JfQhN*11$9B5Rsw@E7!rMdEk_u-h;X(NeervLw$o*}&WWt*WRn5J4PZA^I zh1hk9r!sEpy7(GpOIj_}T_CoYxke=Navgpymg|qW$nP8`EDYT&npKUv*3Qco84cgy z65ZOv#BVPkn#NgHt*yMv%O8Et6qU@Vy6|I2#iaB$Nm-y%)r_k*+4n9dM6IJ%x{Q^6 zsH`*|=kn&#sH!77Pm6kD*HqE-G}z|FY*mK%9OLSoClq^(mYC(KRD~IA5nXy%?1H=u ztE%=dlRVteB*d&uV{$u)Q^541(7t{vJKoF8C4236m(BMJtKxWH+S)hXB|}cvC3$uM z*$-`}&mH{8pyvI;)yzhrj1FLaOjBfg%#H|q z7Btbn_NFkiuFYh-8f*AdY3WREx*ALDD`87j!x`erT4rjhmT0YR5);yv%n3s`LvfwKbur}rdUjAjn-%6oK^@0+vJ5YwdQPi zof4CpVIvu?Hi~VSy@L-jab?4Oa@e#N3WD!NF<Njs@YxE<8 zwRO5eXv%qhle(KI#&8*HOr_Z6iSd&4O(&S*w|(ruF>VsEy_@89L7#B& z;T%bl)hl+$Lp70YtB2@#s2{5kwo}4+#tWg-F7v{(o9roFL&;e;D|VSwPg2;gq;j6L zkhhMw#&-$*L~l}!MG6O>(e>$@h0HVKS#8e^G)#(RXT;fx7A5=gN;*XX(jg=kTMr7p z%R3pzy~9No{<)G}Dk&1_(jClf>o#^zVy0wVYZ7zcDVcfxB~#QCA0#sOf5LwcoW?&s zpv#{=ugEI3Xo=Pvo@Q4i+ewsjt%WO^rVel|mlVe%F@1aN|5(qvl5lhSJ0?=6R@iI3n4h|@ zxKdYp5r3ogE`O3+C^(yWisn~$GJEPz2u=;7g_E0NdEDTvFeBhL<2ts86@QNwSh;*r z=<~kH!;dofZ526uLDogK%l#sg>x{9hGlxsEYl0-v^$*xbo9_#gZdJ2Jm+!F-#`D;r zEykkvM$ancpMK@{;EM&Xqi#aTY!zPhxQnFr$4=JUJyK9{vJ;9HCDO4iV$tO4;gY&> znSAJ+x3tBF1kuzt%Y^M}jOe>tyP$RmW8{mng_Q>n3$eYNguxcD?%FLCbMvAE!?F%` zz$_0@`TGH)o>XJW^7pHR;&}@s?5Y4(GANf1&pN>_mft1tTW7KvOU#5vwmbNQ>rJfd zUdVgjNE0>Z4HFsf<=N1afs(izW7&(I=UBty3U==5VWNacMc(61yeMT|matvJqB1Hu zOrqLPQ&PGip0yGuv8P8FNuC$P3j@4I3ggy{m#n*ND4H$X3ee)_!|EEA3c3k}f_<*3 zFuQ0k(@vcfvO6N#r(O2!w0omj|NAxk(o{Y6fO8d7a59Y@7e=!3ul<%WR^7FX4|zL-|5fQIG-vJ;Y@clt?zWt+Ogml3&sc#AX>$+rSL9+Vqn=2ZxY5Bv z!dFGX_{cbRi*vb<9ZpFirOPXI-^$VE2^!3=MK{>5rRR9v)G9u|@Hl&5P8q9Qw}H=4 zOc#>YYB4doy29GSvFxwM-HdhcR>3mRN0Rs5LpZ2zEqOMkT+rEZmcOL$C`$V(FZp&z zm)Z6{LbP*rwh&ctQqVjm2&bHTDnBZ`r4y4;-{{>&DuweW0y_SWyB3Bf{Y!^-iwxF)u!L996V{8VDfXJfFC=^GiJZoUzTm` zCXFItuw}mRE>m8zJF~IUxiUbQ-n`I{{d!8qZs(VuDt*0zH z-KQkE9xsClPXD4#}+$&VuXp5BaFiB158$RVwDeFHvNLW!jR@A%3OfX2BJ3&v)G)#BBt}TkwjCN&CahAOJW19+3AY|g4mmN!%v4Ji+1UFT1hoJ&d)-g>AB6Vt}BIk!^gCXwWqQ$dBc{ z#Adwp8STn+>NM+c;5qy9<2K^r}c!^nvsK5o1p|OfWg$mEk8W$-f?wTsPt7k1Dzi3Oiawqm<=zjir)@6R3-)E{Q zZis04#M$hlvI3@9)lSmax}1e0#!0+o=yYM8_L^5~(C$>S{ zz`hu1B*Mw5tnR`^l8@wmq4t8VpqUrPy6?^rjtq}ybw}P2N}`JR!VZ#OVn3jwD!+x* z7k;v|&P>LteyX7Ub|V{Ikk6Za-^7%gePQEEUX)+L&4j+eqa<-VLIt&Qc_Cq;r>J{& zyrf{@CP_!^apvItCbqxhbjjU7Wv1}H0sHy%7EzSCnW$arSZR4HrgBl)nhMi33nZ_H zt`vGdEs?Cw)D?WjDhRwNSd^64DSQ(d^J$N=M3XbS1W|W^aCp8T-0cow4&2xvOphBT z3equV`Y-&#I>Bm*v`j~2A*m6}cbl-a8S8|YXK&bpfqv}R*fmPVqUmWrgmGsM3j5w#NG^>$U0MHOfiPXg5>$FLu{U= zu`nkhQFNU3VJF>ZnP-QN3C<2iqV*HY7`eT-Sl8BNqO6QDlG6*{3SagEVc?r!;X`_i z@Sd*XUzBfTJ%2O{{lY!ivn4}CTq_bL*yRf!mMBV6Yu5;~24wSB1AeiRH}}}kj6|l* zS6PCEsjv?W1tv~Sjos+z#7b4mSVF~^4Us4c#nUzl`Ds^JwJ|GLm5c&5Ke3M=@iItQ z>3LlcE}ds{>R6T;KSoe{njn-9ye7!KDzCgWr;BIwsu`8*9KU#u?6ic1wY+=3BBA`{ z(8?8K2eIWbvU?f?;p3YO;r{Db_Qv@MLWrRbJ0?g=P%S>qzV|HRRq6(@ap4}q&CQ2c z>xI?yQ1eB?(jf`5I#bGi3%bP0jVU4TiN{Lh($d^yz8-TaX4M!VPx53lhBIw#qxT6Ia;`*zm-77~=VDzPIy ztAy~Y@w|d*W2Nc>58hzW30~K3kubP;m`Jonm$lL?7czaO3WtW`{8O_OVVLS&=4?SJ zyH409Jo7#v%3m5#5p^<|pOx0j2d1B8y%x4J#ARRBtDnCla?4mr@A}JZMe}0;TX~7y z=b6h#bFKxEG>Q5NX7g7@jIV*xi1wo|5KmUou@}ly?v06z9C^o=YC`g(xYxcgI8xRP^-8MM(v@JX6$yhK_iVB|FMB7$n+H6t`1|1HautdpBDtV z8$sPVZl3!gv%#@Yg5V^D~~O@TQ|7Df!V>na1vc(OhA-W@iO!+K(mX+A<-F z(<{fF3*^;p)0pp*P{n)yBTNK5%7pZ5;{W%}2YSN)jPrp}qxBd!lX3LRLt829s5^u~ z&RO!!00Zj1X9s;J;uH04R2=TVQJMU8SR(4WnUu475cjS-W z4szYa0%EvY7(G24VWSpg(wmMxrS#tH#_Efw(?xy`#J+pBj7p;-uBYvS_bfN26Q|m@xXplh(KmtK`5}dx5p$n#n_ow2e=?v(H+Rs! zD|@L8Q{(VFs7$8LX(o?O*hThO9hAvxCFN;7AG1t)Lgl4N$jI|46yF|B*1T7t!|aAq z)7KJ|p1B>fv|f*Pn&d}YM7|+*U6-RQ7FJWc^)%@%(={ojn6=I!W5$!tkpy*M!&vfx zJ4b4L^uf)0)?lU}s>HT7Py8#~w*K`$_MAT|d&Fd;h1_}nyC{NV^Qdi-6&+1$Z|T3Z!M*M}F7 z-Lq}UZ}Ti^&lxdZN$r&qe9P>yxCi4kM#$+OdpD2=s`=_{LhsmRI8@KHCE$pb2vNu16g^Lq>E z&tq0nC-;YAs(YVPh5_Z|$m~=~ACDlj<|@-=dxui5rjeAsk}Z>WN0%nrM$yV0uL(>+ zf%5-eOBp{^r@5Qzlx_ENXSL`c^2&XJ%IWeatzQ7reBE$7S0x_1uBd>U_S2(JeS%c& z&{F5x;=A~Qj2~ptTYh4x>Y>c+5j?7hSmLId!}`9m6BSY5g=uB6FKP zlQ&)ofBM}8cPZ~r12ZRQ2TM~59~?_Rn^8!1q9LTt0884!FM=4NXou(AGbLaDIErno zFrc?x@*)Pv_h3^lFQn-YlStPqon-WpMZ`*_9_MeaQ^@p5m#Lm9{`AL^Tx|Wb>%?6Vy*5T`2Eq5RNBBbxNi4U^7u;)@|E~F77+iM z5~%Cs;Of!%1=U$(`PL*dW{NynbO=xf24T)UUp>kEyv^iVyCFo;N*l^XQy||ZYLitf zUFf+7yNJL8=g5KcSK#c+!ArO|gJ)GNTFxa>K(OBdhj0kqj#KK#o_?I65dr;s>UflH-w~6?Qvl@%B zp(mx-hOfJbYPVjjZR;4UGcg|v%zJ>v2OV<$7;TKp%|4Cs4XJr<~mQ^xB=@jY#}1oK6ZW;W9$4Z-kW&z!j{aqwj5hM^8ul?XDhyA zb_%JsV>@;?=`0@P?1VkKV~(9^%*QM&+%S|_Om9+OO*N*G(s9}J!|hurkE^q&x}BMf z{Dwl>TJ0d6@ynbPRPxB7!_=wXA*J*d_7HVGSP5qibJQd6P^#;eC6%S6NO>*e2%UXF z*r=Xy1k-k!J~^#tN-hF$A>Ql@kmDUB*nOoh6t3%&Wr9Vn( z9jX?;{6&tz4Zq`_F8R!r;YoPe2q`Yjsi)Jo24j}x%Seq53B84@B<+4qBoiXT=(PQv zr2HTSA~9nQxqH(LDl2OC8a#2cj&#@`+j$_9p1?~YQ;!6p(P^P^fePo0Ge zEiC>^#gTrtUyteAca+#YEr7<3<`J8IX)~YthLcT~eMpDaO?cp`6G(mqoi|2U8T)h(CFD4Ab%6%N$;%KpPd><33+-=0tx$UD{a3 zgc$55cVDoh&Mony9#WAQYpX_Y8|hAD@rn4oAsO_fu1v-(XbwKwS&4C<^_s{XxP^jc zxm5j}Ao8WHDlscLiu$z2i0;FTsVUCpSgawBxqLfAV~)GAO`l?kcl!@BrTx+vVbMxT zDfBk2Wg$;moiJp+9Uei(qL0J^MDG*0WbMT6Vee{W_ zJ$U@;EOOSB1X{0X9qr&1ijVqKPLW+FXq%|LwCj|O)N<{qZg>es-~Gbe35X{rI@&R9_lt-GPXp4x){NS^ zt%>xzt51FKMfhOXEBKL;L)6)jJM`(B-PByqP}=+97ksa#9zC^g5~X%x9@U)^MbDnp zNS>&7q&&L{$@Wi~bj$N%Qaam?*-{#gO<6IHX*N_~644eqy{L#Da;}^D=z*w#i{4R7 zac|=1<=w;{Id!~!XAb3+m`YgizaF~tBQyxx3clIp%LU3k8M~vG9a8MEW*04 zAHp6ezsD4xLo7aKJ-KpZCh_=PJl_A25z($R9<$TY!L&+L@SmBtiMp2!SVr1<;@Yk} z;$uHUX8yy8^atNmYRT7|#LBZ5$U+5Es(sB9x}U>OYQW7yc>l#JWZ9z@^49fC(#5EV zzJGT$HT6R#=G*pyI=rZ!9C$I6N?#sD{_;|#x0E?k_uf*J!bLmg^gum&RHq-k@##C+ zNJW8i?=Phc-)hh)Z~9TX8H=1}X^bQ12ar^+c>rnfh$CMgS&yIAkH@+VKVn%4Ms!{U zqMW9eI{!LC6W-)w}{(1_2jTq#uPKMgKl~Ije4213tu@^iM(6bM1IXmC)Z3kNPlTxO`%a+F;BAx z)CD;izz9#FdR|44i~Ut;Lnmh{YdA%X%(G?o%+jOLrBQU*jn~AEgMH-FrKc#1Ynt>N zydO2{$~xz9Lxai5ZaB4ed?4A^;YIFW7lj)?UxoQ?lE=@d8qr_OA?4V3%z5>&{)EOc zHEQG0E>d{?kgPdaL2Q^AMh{EAf!*7eLEGoQru>5TVl$4-qD$O{5?_ZnGBvCMKC8zS zU-WSR9lzYe*?O`ul@k_APrg=6R+QP0M^;Dt%f}}6XkZ!(#MpW1Btobeg!zxCajq$B#B*L269MkKG5BsB(K*x| zZ_qX&3ob@tF>0UiwU(Q(R{Xjl7bCeZACl_TuxAKsYJ&ZbHdAALVR(5Mjp~VMLaCtOj;F;BF?4kBvUsl zl3eU`qGtVD;)(wN`pE1@#Fz=o@MjA&si|X@64%l;QIp)3$@<}q#K>?{BFx4Jj~#G` zD8G<^b6^v`Zl)T!=vNOpRk(+TW(`ZR2Yc|PX&{sXo`(FW5~_Q6so z>?Im?=zlK%Fe5eMxpxOqy}K3r>6k|tz8H<4TP7l3%{zn%LxvKcwfA7CV;}Z(vkCtA z{8`N7coex{?>C(2Ov3Z$f5I=ibJ*HO157g43U>@SLi8TLgbiORn=08^K&6exGU7Ikn$&8`5UtEnF4d+RX zmJ;%Dh#V83TuufYUO=5u|AMa^Rf)q9dK7akm8d?bO)SVwAaXBykzv*|h~1ALk!qA1 zIrWMT*X%F;3^W#z>vxQ$3Olngv$G>{Zh|u7X{19KF5ZCmcUeJi zx-gcBH#$JPG|!+v*xx2@dyHYuJ8dI1gNBk1C#T@&^x}xPKm|e}XBv^;wVhdQph8S^ z{EW*j&!JvxJjYwszQu1I7)30KJWh}Peg|K;;3suhxtqR6t-}jfyu`jF9mHL<*5N0X zD&nh_y}^yTAL9dtn-H4ZVxsh72-a!26l+jDjvtzL5D)GAjvdpvhmXon!S4hskcTvM zh~yO?@cOM9_`Mc{&1v!ezo>h&cq+gDZ`d4)422?52x%MkwLX_ADUzwuEU6@EmL#cs z%Pf+FBuO%qC}FR)E>TF7N|Gok5h~x3Bo&(O{lEXe=is@Y*K=|oJj2Oe``QQB$^N|7 z`h4EgGMT-)pXYP=8}G2amhlVEB3_wJDbL*C1+VXegz?<82;($|M&9sNWc<^^#Q3?^ zAg^;yu(8{0CF5h`7Vu)Sa(SbVL`-sLo#U;yYvHlo!^YmNi%r5JlZ8B6=cn^^4w za+ZFzGtE0d-Yn=XHFdPxW6TK(OwBK8@LZbZEbU?@v!#|&#({Pg79sC_q5WPBZ&B@1 z_(fx1Dqp0YAYd3BG1KRx`>;Jx=$L+~~ zUiH6-LXZ9D=l^dk?;dDDgRLhj)Y}2i$PMIYQqOdM?ILXkI`GWy1(tmrO@}Q%FzNP@ z=osu~28>RS{eRMs|5hjJsNg`Rq^_rzI&Z*mi8)=Ztqy(HzvG5E^@x4`iMa5u6Heq0 zDe=FGrnp6r;VMTW_0aYFAU)W)|Z4qujmUDzCOzLSHb53Q%w)8s(;Xg!R(8^wGMR0Y@Tsbp%m zEnF_xNup3M6Z$!U#&r*oV(tdxZJURDf^?}zWhoOMs7aTWI@9S|0RPX`gV)plU(`d4 zxAB#L7T)=xqsFJYvUz5+4;rtG7d08VI@{P@Zn?>dfPE%!)wwwpd!l*6c0IhV-F?Q= z^b*gc=!miD$F;m;*6k*)u6K-QNt`o28Fr8N7f13m?Tk(2Wab;oMHlg6{W^JXt`c6_ zMRDFh(g3ffX_&Y7t&8z_tAFMU)4M$NCssWD%DKFu_0xG_{3>38l?pF$w;3-!ai7Ud zzd5`wGkWIy+0|{V|GLa%(TZ%|FPTV_yWfRPW!F^G#UFR_M)!)D2n-MMe(*N&MpC7W zz4_5RDG@uCjZxZ z_&@81ZU6Hp{@<7|>;LlV|2zi&XZ?R?*^m%~_{(FNm!a2D)13t9m}3lkTL;ih ztcSn({7a^qry^OW(@1%xGkEfjqUM}c#EhGb{ntCwY&}`Z+miyRJ7FK{uTzemx95S#g+f}Baf0?HpQf+k z3&9kL;0KeOF&ZeN>tqk0{%s1h-{TQFD6xo+F3g6*-Wj0stB5K**ayq^Yr*O40LVXg zk&K03rDh|1vS^<*UiUel>__Wqq7^28mo}0ELcSwvUM;d@E|Hx<)F?0m8^ch z8L3Z^Vj6hT@Nv=&6fhJ;Q`f&I^WUlC`lWox>6}a_=NBUFOZ%CM0$KXe_9cp4!-s*Y zQ8HaKhzWRNMHsIPCi9U5U8i=L{PSfZ+`6n!_v|+Yh5QAubmS7b@@6KWc~?+&fHhKE z?Lf!7m{M##frOnBf=A(X1Ptaw$SxyT7#I$@ueQ>QH8=U;V*UI;rG4;|Z%2wR%D|q3 zl-yMm1!cE=bkl+T)Qd)e(YFos)p;IuyP`qY{J4nZcE^BJpgt+kyCT@tyOpF#I@6#< zdx(ZgLk(b3Am`j7b*gZIn*@r}_|LZCe zwc`)68j+xfj*SPey=ACL_X=?@YeyPYIVi&gQ1%r=s`fgQ^vuo0lUwRguE-^_^2J;9 zdSVx9FIxr!6K|5(wyXT~@#0L#L^0UmZcI8{~BY+!T}X}l3i%)Kq) zz20-`I^LMO+W8mpWwXeaUnfbwBqiaRQ`m z*Y^skh;EX}wr`tQx@8@lJ|l+Qq(wNLfktTC(?)N8lc$GUQ#r3cd}yX0v5D*~@^z{N zcg`~q9#yGwv)6P%`Bi!9xjcmpsR(B$m}GJ0r#;!z-*wpdy&P!W&!<1`=WtijmOz$N z8uQUP1J3-}!}j0jf&H>R*sVU96n(Fxbvy4sS?PM1w9%bCIFbjK#-iv`Jz3HmXGm|< zDbof2E@6kR{)9toq|tY=Q0~O0d93~79+EY3oOrq{g=+&7xsY4FT!D!-6l=y3;|JYn zvuY#BnlX#LCjJq67f$6eyX4t2HFa)wS_W-dTmgwk8)?vi7Ru?V)0d&nY{u@xpuZ^s znaq4iJu`}cr}U1lbM2#r;^EwFcr^+D_91zf+u%Q!(@Ip#sD0A7hT3=|-zn%hBw$rpUj; zSFkhXEHPg;#Jpbml1Z7Fg5+z88KZnJtQ8Y3@URj39kR9%BmXC8oA_=N{Bka%bKyGK zaDP3z#zc~0(FKBUF%J>Ud5Axnq?5kzE)-(cCP>qmgZh5zVvK`P`FRcGmyp zT>ejM>BwsW1V}FCy%|_A1Q0)rVb2>v7O|0b|M3BArE&@a4!u80+#x zl0n|2Ej0@t)d(d1S<%FM>T^(8k^r~OU6~$@RdjHt4wU5`BhJ$W*kOG$8rS`ls1&cJ zt`$LB?cUB4x&|s1$6D#R^%3cnJU>O(Wgp_;gF#gSsnU^G-cJ5 z`fPpy6KW-(A+C$@UUO6^pj;2NbB@vnF;j_iwiI_wPZSP4_QSC|^08>5AN?>;jVfP6 z(}8$#5E3F}#7dt1wMc>O3ZBY^ti1=@C3L|0;BPeaat4hbn9h9gu; zEU4>jq(}Ze1nYi4B-3L2p_4_Mu|2$<-qzP-CGli8Lo5va4 zc>&20%IwCRQsCv<(oR_iZkc)@(i2FUg_RQ&BykdodM@(Q#^k{3m=)IZ7o%&hO@Odo zKXm5C892i4LG9&N$?qO@%zG@tXidITQd8v)mG$Fbie@kW+|>&D!y*wJZ+_wLK9-BG z_T0jUj;)}5V!5=Xd;#A3wgi8EJj_fvDn+zrY=zXj0BSRNbg`rf6gg|r(7pn`+@_aE z=glQD&^(oA5QlRi=;5Wkbc}Be1N+681g|r2A$=DZ?a84^M;C(G+akF0W+|v0!vt)v(bj+C z8Rpa||CPo;MzuE--KbAN=VYyr^Eppb_ZxReG&>XJKaOWS%BCZo5`DBGcnH5TsxQ55 z=tN2iGZ9U`!JgSLP_8J+A+M$>*W)^^e~T1Afh4T&K3-CoF>e-gPI zt7HCd7bO~YZ<*g(H;CREIU4mWlK35JM-S`nmVUXZBhb1eM;#3#m_BDS^7i@`WB{Jz z)xl%v!kx)zLAUVS;bx+sI*JDJ{-BY!c6fnB0!c~M$J>(C`B&DBV)y6DWd6$*#?Ubl zKbdfr?#RQN_4<44ZY7Su?-G^Bi)LJ;&6h91%o|s|n15{P`o} z+xfB2#L5TNSnTcIwOkB2@^}Kx)*lwW2JX&lGynS03# zt8R4I*G{g-j*1rT z+^a|~E;J=K$P1AFoeX7#Zp@Oqjg&1;1Fl7$sO5?iF_oQYV4)w~Fr}KVQ9Xe^h#Qd9 zPy2AbsU!JjQw-7$D`4Nd>(pbW4Fu1;MC&ar=}8$ksLwu4g7++;*fJC+>Ggo_SOS_V z7s{}_L-gM7i z4ou&+V2}4xiD`%gmz3@d^R&isc@wY0iAyXEQ;cAj$M0wVIgr3jO|fJT)OJB~P%eD> zm_`|iB<|ur)E-}xy-?QD4I z=yx9`d<*6`KMI%cP&2O%je5F%M14 z7>i}ICxQ{x-(c zb0KN_(@Vk^YmyPNh0hF!BJ;lt$sUP9!M48zN)<}5<68_7b&KM!N{!w!Z?Ae1jUyt?(iFuSD=c`FrGU zSSZcoE|ARDZ^ZthJhR;JHu@v9`RRwpkZ+KC90p)vX z-+Nv9_wzQK%ijlf7j&qYktb?-P{IUse<5RuS))fwkR{Yk)CV=GN8~}ZHq`vdNBChfn*4PW6}ccwe@qxp4CpXoRR+jC z*L7g?oq=`BV?jY`4xOU&mVbNiTxNg4CU9lK$){P?u&F|mHXXc)R=qnx$8SGKeOk`J z(gFv1uyYa3@MVRwCqZ)S&O*bCY0&JMhIOX=1BTbES;MocRI;oD>fYtig`%chB)@kAOfsIqj-4_5+AT}CtUZ(2*D6EktKDX@ zbD16;9ehKNoi*ZGG{kA@t(`=}qJsEbN+mxtPOd|ORl97$4lT?Bf3%M-?A^xAX~;ug zW1O(GlnC5>dk>=AB&o)4K0Jy%gF8yiN%G5Su&uKiU7u77llnfRmOYgua11wi7gyMzbFVjr8F2Y>;|efPRWS!gZpmRJ(6G&1TDJ`nxs~xMvJ2EZHTj zEd%mzb1FO(`ZQ{rLg>Mx;b^Z2kIKJKLq}pYAh@m#^;j;UI+%|<;?Kc9$+mRcsv*p2 zT2jyc=jeNCJZi{lM76z->7KZMD7%!0pQs1mnX4s{jnQQ!FLhctldpvByX0VzK`RUg z6~pOW?`g=lePG{J0Uu_~gudc$L@Q{7h7F6tmwhfwn425?WT&v2K0|0Vn*?)KP;7rD zh-z9M0*yyXupwXqn=0uHA!m7X!{t(3w(S;Kz6Xd|qhgMAA zM@QD}fx~}esm!Mc+V1$0%$NBKGxQB%eeQfTV0eP=9@q@Akr(L_#dHdmGq~@6{6W<$ z0w-zT#&>&~=oB+~*m1m_UY5dOXDvq4^L5xmYvkC^2hF(q`}^Q^?L>A%-4h7+v8N$b zmR$NQTXa@y1v6Y2ho&hl0GaY?P+;&TM1nr{e*4O z#BfBfHhu6{mWJ5GfwN2x`eMgt{EjUmr7};M5{r8BId};+p1B5Mcl^al%Y^;Bi2~#= zRL9c$&oln9R#^LlE2?&0E;xK!n&x$7p|`i^&_BK_X_D<3bd~*0;ti~^Xw3#PX*mn8 z=7zy{)(S0ZsV2&Oz37)#G@X3Jj82b=pj>nkj7D4&M70kI${llQXU9sUKB__f+z3Sj zJ4|V0l@FAxcLcrD!L;_&W|(|U3-y;2qDC4<&K~ljK{GPYSCLDM^OP^>;3NWu$^i9a zif~k83-%jPq#tu?P)#L9htz^VuQ~}SKMo+SE7oD|&Q|(+ohE&*Rs}{W_K@j&i^*^B zqtktiV77t=6?cfmO@5(Z-SUuZ%H2-wy$^#`ZZVdrI*YCse#JW;3UT~%cTu&}K03=J z3flLl(vhB9RDHoj;pIK)^yT<>^KL~2OS{l z@d?n__ma##*-o{Kk0Ec#TYRId{YYi(0@Tdj&!oMT0C*CJmzPG8=AVryPwE6x*ct+l zv(KZ~KVr#VIVYSIwT3+V9Y`MUN{5!kJa{cXjyWLQr))mXhWJAcc7Y!cLj}17N-*PKB9XDvBW+2 zB?;{_6m%HGfwyf7LcYrx6Yq(1>w$mKufbV#l6@1ASy@JnKT3e(M_JsFWQo^#tfgw3 zP9gvI#xzV)1;#-J*&baCw@+ljc#GR~=J8lKlC~bYFN(owyI#_F=Qd57x`wo^LD+5a zc~br`i1wO(C7X;jY31<>KJ*4bmCOtpsb)n~SH;rYW@S3BsvA{?{or4c$V0E(mZ2$U zHq*!lU1aLea$Iik1k`FTQai~7XlmtsCORvTNQ6XyoMbh~t=mR)9-m@@KfNO6b2U(4 zvN!!YZa(dfP=)8yQ)t$11F(DOj{HqaNkYI;h`X-?O7TVL^sA**W5yM7cWo7pds>Nj z{r`}6xndwL5(d{ZqTu?;>9iIV^HqfU7LjoWz|tq2tXR7ZxGZ1F{mnzEmPdtkFT7I2 z_&C%gGBj%N5#28-#EqwBB3?}*RDaFqDh?+6ZMCRghrIrn--&)5#T%UvnGTWrs? zRU~3f5of0Vm_Nf~KI0r40b^%gUHb6v22%4(mYlX-g_#%{5a*SC^*@YOdfJ1 zUtfgtmurNg6Z0%kquN@OIJXd~Uhx$eUc15%jY}-?vhOxaZ+VVu*1g81^;HbtejfSO zK9M&0?O`^#3cb3&Js7W*#dzWaF(mQ00QI&MGg4J0_{WhkhW@=yTFoU$W>F>f|2T-w zoGmI<;dYg3ZoEoN)FK4+H$(aUbEc9b+R3D9{%lk*CO~lq7m)VTnke;Q3UQRZE@<<1 z!aZgi$*}zjFzYJCzl62F)?y#~xnl`cQhW}5t_+deU{4e~FGI4LAH=`j%H}Uk1U-9y z+NwH<%sTA^?V;XitD_-nbzGW#r2dBg;hqm?cv+jZWh7zC@Cnj2SCZ}*djIpeh1{zE zC0ca;9Ict)u{;d**DIYBLZ`0DJ9Fmw} z&u;Xxr>~v@5&!;P<(|(E^oo}8>W*fV)ux2#ZIV_n!`D0 zNU^?e4B&A~1Z!KnjJ51P!J#=O?7m({*6&6Rlv`!c%=alAe{YGPbh8@YU$V<=S3xaK z=?=h0F6RB1YQs5DYGVEjV zu!e7G*j+w^?Cm8*s0Qa>cw%N2cL}*iB_KaV5lCBZk9H36`FeHYq<9(RSbm3AhvBG;BkZuURMYK{l7n2;~6 zDDy^U=XL1q_UFW;PEwFiCW{)z>!P&9E16jid(mDGCz!DBB`R5U8vVAsC2)9fgN(YY zMXp;skn}|*NS`+m#Vr1cZ%lk5I9>gPtnZO}X z1m9>mL|5C4Lj_))#NBT%;{TST^OM%V1zmU8#@|ZY;VqrU>Qz%kPMGg;*K;j? z?T~EdD1RDXsQ!owBMXsf^k_c@+MpS3;M^`i#*wc-bEyEY95<=dF{^hi1` z)(W`&+4NvR4VB(F5yp9h&~KJyfkQKsln{PAvwxPjtcmUZq(<$ZnXgKA-Jd-XjQhISabilt}AO9yz>e2^d_kf!08E z_M^=lsMecE?;ae$T{M|2IdF%-XH7O|LMyxo4`))A%5o<+-U2^kASTxhh{vQMTeopumJXie56K(0d#EQIj}k7OorAR zq)+TG;yYQ|tWu9WxJz|0X{ekYyO0SNqB3ZVb`^<^S;_gMdc+Saz}26BVxKofbf9WB z{Mpk=#gCo_$;)Snl*(%MQoR)$8?%Kwqdb+pRND)yh5e6F&Nf=Fwu}3AHlG=~sEW0G z36qsjgVxk$l42ES)Ff9c2t^Y7K=sXt_$4xfrmv8Q2SU51%9FKXI|Yuynixv)LMrjn zXj{z;RPtB`he%DM2@0d=sdXgsjeR6o;rNM!8dHO zap@@`Zy@8-ghUqfkneX{8vIdJpg#))nge|({Lpo#z~UlNarZ;*-&)YqSr5<=u`tv+ zvzbVd1k`nU8ieFKF{L}7WA|O(h*I_?l=|xllfV8KIz#IrU|BRA^j`>5f;@1WWjwVT zGlUlRV)W(5Rrq#u0=&7`O9BIZaa!yN3bV{4CsYRzZ}iCh3%KZMfB>l$JE?p#Wm%ju*I z>R{^MK_3a`(%9(>X>&s{oNX1rU$=4;yu_4RZ*hVeuP3zPcqeW5Xr-1HzrmtCx;XF1 zCcL&voLk>lj0&EF(}1?sV3cu;&inQX?ua(Q=*rJjZm1Mm(;J}qTNB*Q`bzA+eWtyQ z2_WK{QZlf#3BIf5vFc9@NWwV<_J{9Qa!+pwl|9e_7Vk5_^kEX4l~4(+S~~r?*`EC7 zKH_TYCuB-)6#IO>G5cJsfjN5VBxf#I&Ni-(#o`mLlj^c&RMDr$^#zA>I-m9-`QUrx z_9kl*S@n~w-MWljvRIleHd)Peo@{|q$9bHo{w}IlBFdVleT!JG_b9L>D}1awsagFV1A^?E@nXJ@6`y zG_iTRk-lGR3aSdC==*~h{PeR7F*x&sxL2&8gG<(t`bow3?!7Q_tE>iZ8AXsQyePBh zl_%9&HD(r=rc29o?(zGdNJ4dKJ+jq(LOc_;p;KQYz%OMXk-idzeVw$af4wjh!662- z+FMZYg9_?cd5!G4r;IyBow3KSl_c?L0?ImXNN*R2Lu-v1%C5j5>wglYvs6si9;zG_*!~xvu*m}-So!BQ?mse}OpKZXxfc{6 z?34(rtllToBfKOsCZ$*_tgbY}ryHw1?t)PLEYP!_$;>o)L$CW>fhCD?_<)}{xw)#0 z@g4D@EqCwGRX>9f@Jz_clYHU~Hso#L4Pe4ILCu#6devSH#{OKPGou}7S=@H8Z99W6 zKU_@*1-kqM(Lt#Ep^YrLoy?5s33O7X7brTL(j`1ya=%lJJC;?(Y}1Xx>)k5xhDZb2 zGuVe(>Tc4&YH!FAPsh&;HQ67^D(sdQhMeZ44!~pOuv&97taV~(nG>JOdaMM`aJt~c zUT4r*G@C7#xrHYQ`@;~mZanjfGu4=L67aAVY#gV@WrpX+VtKjGEb`J)3;O$%eD zj`qWek?SDwb_o-D#EFwSIf=b)XMhrA7-Fn+f?VF)Or5lhxL5zqCNRT=Y><#=0>n-c z#f+aI7^(r=(Py+dJPjWG;izNg8-bO2EM%r|gg3W{76`LmW=)r6M^+Y+27!Sfr0_hA zTDBH0+`L5&wAT<_e}-G#^p})JB;Z)fW-NV5kCqRqL1n85Cv~P8;uVCmpfAg22Pv~@ zjrQF4r1#ME*n}PAJq7*IMf5pu8TU)6Loj;hEFa7)vG1o-I4E`*x)CPBuk)4T7s^~D z(QSvB!wdHdj*VT#-8L8aadl5i+nX!R_@b3KVYV|rAG)!WOEw5%di4Rm2NioeT=kN)ipE%oln=X-=dV-oEW8Mis7(dtnr ze(^aSveH{r;9qo`thW#$^E{7}m7eMN)to8Jg4Qx7vO$cg=p5$%d7p>RPR=Ip1LvdX zx)vxII!!;t>@h3%T1bv)t-`je+RZ}N4GZcv>R}lobtIXCh|2Rpk`j5F>eXp* z?tUl9zU}5j;>&LwtRTd{iU;9J2!RBZI@+AL6wIHUqZxjf$ZFbRAHXW8t}MRz z-ju=ZLP_X!(r1f;#<6dF5N9~&5%>&gvNy-ygnB(2n)q!V_obi|>&#aY{Oi(%7yP_P z%pVls;Dsj%SE0l&_Pc|$Jx`JQlZ>&^#at5Ud5#R0_#l-X+I*2#-BLB3rOfyEGIFh8 zI;k>_5sZ#mLzXa8a9e^hjvK$3$uNz@OD>Cnew{I_-g}EtQa#Q$k(4F(OM)2t#x!#F zR}z^P?SgoN>EvCCF4A0Zh-ikl;^h8SC^>CCddDU)&lQi8(7+3VvYvD^ZRLI@fAG4X z@91Kt`&$tz6#IpC4MgBek@aS;-4yw&P0En<7Aev;mW62TC{bAbhX3T#6%x8rAV?p( zfhM3h@*T~kROuN}&KYC|tV@u}RBce$r-2?W3ImH-)@+h&5^VdE0DCOoEvKi?}T|&Dz7^61^fdb8Y&xlmPDwLLclyNo}=3Sf>L4o`E}NW++2K- zF^W$idKNwCgR=~HN`E7MyAzPCaL(CcBnmI0voQ6NrV8D=`EmMlarGf7LE6?zre|RZ z(fD(N>Bzeycz+=R*-Qv!%q`#XrR_u*o$zVQE`=r7Xt<-a|JP0Q+jl?GGQ5ZNCthJ> zugts1H!!~vCsX&@zu2&~0CzcVX8xwg z!i+q1s9&N>mSuX=2R2EiQtHAy&`vYR`ul+IH9kq8waE$RO`Zt-oHEky5aMp>V#Lek z1*6sJi?D7H4!v{7)cutlfr~&ERK(+o?j&+J*^j2=iqk2Js))=q31)+v9@sLJ#EdQ_ zBf>9hf|in4M;%nr@r%E_L=&7h<)LpwLVm-qie!ur#O)t=@Xs0}>L2h8DL1|1XReo_ z3(l1w$9W6kzPUav-{a4mJbj&PZK`G@t0z&_@ps7?w<*wk<`4~D?gYWH5n%hHn5?)F z4J+sLql-@W(e(K)^u=RKnxejfn29_pkv6VE*bvZ8f2=+ z9VwY@J`Q|yOz3bVO7-YwB_EroNYIa7Ja37T+K2;G!7Gd8QD%;%tVpn%=<(={02%{aEd?R zE)Tz;2Fc~C(9U~zkv!k)Q*g&b|x z3hs8lA@j~vqV{u>(d$c7p}f5xP27+}^!GgzTq)s^nb#voYR)vc%5Ou8e;WB&g*h~I zkb$P^YXalVd3f+-8v1sQNB_tkq*)yw&6ZTo!ZTfrkR`c>D^(y3%eg+>h8tBE4 zO^BQBLVDSEHU#{a392FnK8iW9f-8+^!T8%SUQC+goQ|gHQ*t5offe*8uP# zma`4nFP}6aW|}q{TwPAzZ#gZT-LFtIA(IYQdUC0ec5u_62#D=(S_d7m2V|V&U}c#z1cT+G4CEA|)_7^#wP* zctY~=H1Z`eoM`fw@{=aTp@7BVWYwxh?4r~`P7balDP0UoT)l|j#PecWvdZ{ImRaPO zg9nkl=pYC*Z~^7nBw!%r-k$cP-s;g1plQaCdWQf@fnd>hKYJk*8{x7stZMgpRB zJD=Db4@Da3mE`l}802+4ntwpej=b~u2brkGpnrcpX7Hh6GPv9TH=ZjOxP0A!^3r68 zXa7THVof>wsvn2O|BvUlnB06qw zQ0Uzx@;!ALZQ0*XnoM6ZUss7jqIfNHOkpJx8DoZgv_?_o#Lr0f=3!*D=zyR*VH{0c z5QvufonlJ!zM-3?_CmB}CTX*Z6KL8fP_>`eNngAkM5*pTYT|q*M@O3a3o!?yIi(~% zegZy-q(C*4BRhC9)ZxwmnzK^}t7v5-cd;NmnqGno4dR6TOA@&`egSMO`bts~b*bGX z4YZzHOCLcT3BH>~z9zm$$Hwcz`S%LQ$H9O^5Bs3hQ#|Tn<3N8{OHrw>d%%5xk)Yqq zT7Xx3QJW(Vm<=B&DSwoJY774mUaAy)ZBhh@3Ke=RcL>$5o(jo>8o)%D5%urNw6d}X z-8YWMrfx{6!5POsxTjCy&QYk7c#KitQL?LI9qiMWg20L6*cOr5Fo~x~HP2+?4zESv zQP7U=ExQQg!;-;w^FqFqu?n~M_ge_b8Ai2_HAryFTk7iF1F=Pm!aXrmuoj}N<>5tA9JL8whIo5gz~<^9diJO) zS>G8-KU->m%hx1fw(=l4v1=m7x6P-X)BW+gwI$f~tdlT{^$WVZriD5sq=T5K16+|% zWHoR1f$WNDoCz+3=rJ+Yp=}SGxobqnh0fxJn{P9b?_2qS6HQQm${>n${K~}LR7M{+ zo)awGsZIP+dYPO1>zL;0b*QZ9Fas}F;=@+S0&m|avLnHOTs8TL^bmNPG zE8D~nxUVPbzVQOr{*%b-hY~T$UQ5;m9Y+%;8{v`LgeeQ0i{A*M&~K{-=F*-E$(dQzPdKOpD}BB3mSbKIfbvimhTWv|$qLJEy%2BoAMZngy-txu&`Z~?W4Y)n#-zUcDA_t?7YQi4O7dfs zS$EfZSpGnk`&qOZB2&BQ#mZfzMY9liKav=qSC}56<$T#EMl5svCE-tR6^yzyP!0Fv z5c=&qd8V6>XJ6mO^;10>ZFv(LO_nCTNgL^n5gU-SQ|8c`HxLzl6(NOf?AZRf?Bei4 z+`2dwwo=}V^_H)LgZ+{84T<3L4Gsu$a<2;9nhg1&FhMY>)s~2Co?mM1Tv&Ry^A)2{ zZJAJye@p!jU*_8$8ZI4)Ss}>se`HepDgtF{X`{BE`B=YJ5^oOd6fpCKu=_g;l)iE* z3f-Dj@@FuEc)i(#Q)<&N>idUuJ?S(%yu23=hRO4rzSuHpw!+@}?kRqtu?q=rc*2ai zN1&`nm-)XHE0Fj83>@d-jQVzK;}eya$>5wT*nO~3;8&ZE*Uhd$YF2T`)(D$DHKC+S zt*ykdF2~e_>p&rT;euS&1&b^@SbBTY1{7R11=|*z3#9kCGKsrd_`zucrct>ES6}fj z6&V*U=(Cv*k=v3PuW{$V?V>O1a3~M0;0nP^T9-8D{vny_e&F5j4J}3tYq5L=%vmo- z+keZFrA^K>Dcgk3eX*E*ru+>8yvLZYU!}N~?5D8!qdpxGXG#CR(XjLF3F;Fo#r2yd zfo4P$N!hTE@1>hYl6H!)TNPvApPwpR&Wj?DW~Xu4pT}`2w=pEFj-X8Zar#{37SYzR zXUW-XLO;s|^eCu7EImOdJqY5mh5pFK=tgW^BTu5^)Hp1UV1L61EeXtk zRP!VB)xm$*gSJ7eOMNW2F%Q_k)qT+Mpbnb$Cepz}C%CpnVnqIsl|bEQHo3HK7R|B= z!ky2LkcQ3=eBX7&jCKs41kchZVvD3`X2u76`1TWKaYY&bM~W7*U75gSCl8U?PYTGe zMVz3gY6zumEF-CpUNJ|)&+;V-&fwo3y6EfuXQ(RNn0WK782uSC0_hb?n6%Ima%XoW zi4poI1peoQ`_y}6?VE?%#gCJ*X^v>+^f;the3Y4XPmYegRV3*?irBmKB09D|nP9m@ z6vq=qHw9DRb+i;1~A0e4gnpMRdYH)-?3)0`R=` zip(D@Czm#4lK#!J&?4PsAkw}LWCo|}3(i-OJZgXV07Nggk2vT>c$GywH35r%7 zAV$wG5MI*)aK7>hscyc;KjpZGL}*Cz6>h)B6))|vKYowSJ*&g{mWxPl!z#oZKO4_D z{T;8(k;g-Rc1T+LbZMFTH{vKEg)ip+BqmStNR81+4_efIvjZt{+(lPkt3yu;vjjhXPr!#COsCE^tC9PZMZ`BU3T2F( zBG_mtD37VaVd6or2lHXy%QEJqQUX)@XDty4aHKa=HJN}wDQ0z37UQeD745#?gO+4@Y> zK@IBp=`ngJIfrO`7!pJ$<)OP}Ckb!onTx9R@1d|_In;aTGBzq;(a!n5$@ook zsOkL4B(q5cu1Q}hbr!J`WWSW5M+0sD+00$=@C+3=2)~7Fqa}C~YgFJ&H5vu+m%#+pU=lp+-xZr%Gpk$7FI1 zroNivXsUV-x;nUu;fmB@(b*0pwfh=X4_`?a6y)NcFP?+Hd@_|ACMdP)15+8MPfOqV zLfmE!I`$gUOF7*PUBZ#oO8O{0Aev@M?1l`hbM&=JEToxlhFy=9X~nq|@O-Wg zEEWShem0%8Xa%)c;!RS|&xTeJUCOe_5bt^#u2s~+%ke`0y52O#MNHDlm}_I6K0v(JSC{8hglcnOu5vB zR9W#kic>vC`#=6fULWTp{P`kzePKI{%+!Ojj&5|da4M~rh$0I`MM?U`d^C5*Ndj-% z(6QX3Aoj)z{p)T#%n}N*BbHURxrEv zbPQMI@^YU~+D>m+69dCP~mx;qk$h#n)dl2hQ5xC9)#ZwD*yDA5INJNV0i@+ZYC zg3e+dp>AhU*`^Azu&fgG7R{p4=ZA?^JOEKqq6K22v^w|+2{oLL`sDuyap(PyS*4EA# zuRHQmi>VXp%ujL)xWb(6mIP`g$vs7p~k$^5nAnJagT>jSNV z8S5#P^&?y2>c>VLn9iX&^)Cv^dI`UjI^#n~G{*n8N6IeN*j_J(_2ZI<@=dRN^i^hRMWYN4G6BkBID?%h@e_L00eTft9j$iCOY z%!B!i-ulA~2-U9-JFU~;{zQy9V)hm9y|*Uq%9QY>RTXP`E(L#_T?jR!;I zs4%Z4+4Z~T|E`Z%(L+D0vZz!0RZgvBw$-)my2rR(k7jP>x7V-lNnsANcj|w% zuc=qtu!B+168alKc>T9(P*>I}$;!@@WB$3mq;^ytt)KWD$dEBH^(TaPlPqoHhB;BQ zn4|AwYL^=})%qXLua93M%j{p>S$_d$Fg^!w)m^JLWd|m-*zHrz8zSnzGI6OBOy@`u z)34}I4~#7v_Bu|lyC4!>)0nxU&g89O{XeOvwXI1-b?O;aINm*$US*wBXX!GvuFGb6 z{klKlbpt1@=(VA>m^k>FI?Mc}tlnzZn|l=0`CPbB19l?jh^%70Pj@oK$N4eRzS{z|7ldS3Vbsx57K71Ss6iPi7fJC6z8Em1!|aAtjrQFop1J7;=w zp6&mKkMTdnLkL&@zu*+h|CfC5zsp0I_eGd~KOHWZp~}DyE1mG*gC&IW^ZW3!ZznNY zI|GSVTm+pK0A7AFfQGOPQT*VBU{*>x@pJMV6!2jXo;>1?Q^Yy&?DSz$N2>*0X!S%= zpSD6KXh2}&G7EL}{RS#)uffomnW%N87CBlX1%F1KByY~W3`9N*!6#$+$VR^h1&{tl zkD@!!GJzzT>nn!OHIBl!C3b{}c`ce9oPiut7!VgS7wv48MGa+YxO9menwq^2&qytT zeGZL+Cs7GzIr>}Bu9{86+O-Ps*X}o^gm<8Hg(*>UrSD~Z(WUPJsFCmFE8Sx^3sS! zVUviL1xZ-5;u=tTF~r>4@5PmwH36`;>>Irw_<4s$*IxPZqX?e13pae8uWw_G?f7!Mng8Oz^mi@XIL&LB@_HOAg z5kEeijomxSPTvtuT$wwMeQo8jns z_E7rY!r8%diZJ860Q;LA;xu+;ayl*3Inm*{9Gqvv<@g>W7ZV-qCyA|0puamcZs`jC z9zM;z`K(Pmwn$<7+EuAV?yuN{^LywG>ywD>`_nnyl(&N8@nr(rpf0R_?h6R1HD>qG zMcfmopF~1cFXiq0lH38K$-JNHtkwM+R9{XS`N#4x+w~`gyF2|ptNlI+pRUrTd)6(d z-)DFsQc%cF-X#vIr^ayO1#`K`c@dnlkt6FVHUFdaY4G3A%JH8uw9zUkh$`Kh+)rjZUVoy`EX)~d9c+BMcwTNZ|Dd0^@F z*EsW&FS(AW08U{`A}4Nml&fP7kpGQM<$g&dqh<4I$QU~f{LSJTwbwNW1k@Pe6F z_eC8{xOcSF@(qiyT=>QP3!5vPQ{{?=}R>1S`2qSp9GpSoIOsU5k zR#Q{61XRPn5S&mXLaBCKL}BxU&&HGpYIf3ltUWne7(T4PZD+KxeB3eWzKj<2Zs9Oh z^nMGr`5i@WkT^x2^WTFDo)&`T4-^pNfU(CNJFM|=m}-}NKpASv(mk#ERNYHm%6hm2 zJ#5ZIf8Qz7j{?p!!+-NBT0#rPG=1Yz<))HZ{~ohP_XfDC z`b(tiRB5n$g$@Pg$Rn4p``O~waW2hnIegWqPv_gUqHlk^kgtR>wtnqkPKX;5&w{GyCVLLOKQM_&>&n5E4ev;mX%`v!tqR0%y%&PaRB@#C@&eE^ zT}F#}wllgq{^TVQ8N7PIGhjM<4_N!boX%xFqw|}^p+=Mhqp|%AGpk#K`TndHZlAjt zpS>A@7uXB|!@=7$H1vd514@}kPc|`EZ1R~1g)mxUPYF!u?4f5|wk87nlWB2o74z5B ziEP?YMUVVzr%TG3;pLCT%);U~%z&sPZ95hN4JArU3l9EaCRRw0yG*?BVAebOw5SXW zpW~0#@b8%e=jGXX4N1(suV=xx0T|E;LPOHZ99L++)MFE415O9~0pski}+;8%Fgo5yg9)=%HpNFTd*$!I#!<c3G^8D~{ z3=^xomuhQ22G(u7%3Z4zCm)TTW|NFfsg?s0+^T!Y^oym2lWbGUrp5A0}E z5k8wm(_UsFw2gZ_`c&7*>IuyYIf>bvtG)*p_As3r|GSx;`F1)C-Pz6-XnT+=YNFWa z7mK(vj+I37L;-s$=?YsoYZP3Zdy?~!e#RYDp36>J8HO9A{LGHjjB$~XSAq6qGa7yC zV;x3FSRo&ay_WTJbh9Ymm>$K^RRvszPAQjlW{@Oq6P&_CDtO$RCb;>mjQrHxj{N9M z;;u^`{QO}a@thDrM)}3y_4>nL?cQMsm|4W+%dZ3p=5mDPcq`nN?E;-MZ=t5dnINqF z7xA(#9vNw9p}=?X;KbHH0`W`?1*??dqn{5UD>oOK1dj_`Pdx-;# z@ZHaBq;~Q%{B%y2+}SIEFOy<$&xK=x@InFv{id;&j1sxtS`OW)EF(N@eUQ=tX&7}@ z4wk#fqS1Zp2;&}A;_#7Ogykn&)NjxT3!)KzbGsBs40@3io`g-BbJ5{%jo{w_5u&B) z3VgR;4YsL$gh6CDjC!L)9J)6j{=9XcY_m22<%ABZ+j9_MZz-&3_5j(>(?iSOynwfZ z`_M}pedO~qj!4sSy2vy$SjR)5f=t93V7VVsZOvkdwQl|r0%()L* zoysDcV&|jt-!-U#XYa|o6Owp=XbNeX<%)Ykj-vz3Vn}6HH|cZV_m&XdDf!Un0|%{d-@!*LG+?yqCqZKH zV)*<_8+iHRFlw8kiv6C4;6uIN@yy@nvBZ^DI8@SzhL*lT;mdPTXOIKw^tci~S}+MM zt}G$YDoK2wyAGAlj^LocTe$rTpd_ZBgzYNlh&drN8CxHQmaOm~RV9_-@&BZ;FQW^Z zKATZ@UdmI2!uy$#q6qRf5~J2XaY3g_eMwn0KPoS71B=$U(vSRF;FtP*{&2P;+59?z z3tO#Bf0lg7E$`xExDuorMGV6N9zpoTS6x_q5;tPj#*sL);vBdvj!yPJ*IPx zoPZ1cNq8xI3RmpVL>Fj%ft#HkaC%+Q{Q0Hr-0oBHRQ}UxOn9U)W3br|zgT~Yi%49G z3O`5jk_&m>^gtMYed{7_qOJsa->%@6iGLxbw)=94*(Q8w!C_#wIgShXm&f(jT|nL4 zk$nI13%vi<8QcT$Rg{d}d$SdSHoj_o7Ci7+iFtRrkrUP4iEP*Hpr%eV@-mzHctzHi zzcV|I4{c52+rdV-El8EmZgoR1Ysv+(p5Kw9cLKHT*&p(2a}w0wr2zh0HXq^_Z^12% zNEEWzgX$c(Pg*#sfL9TB$OX!sNJUy58%ZCd6g-NN$;T`JmrO(K>mrz=B#Da$V~9Q9 z&SHc1bm+9n79EzU$H7S%z-c`Od%i6u9l}?kt5SjR+uo0ObQ6b{*&0#5+Wo0*evB|! zD@lnJnZmjQvp|^qa_WKdH0oJs8O*pBjwc+=aM)`vYVVzG*nWCB)$fpnCoZobU!VO# z^!pybC0pi#zD3d~)20x9&yL1hhs!9ZE#;JMLI*WnYbllf%K>SJ%|dTRt|BLyCzNZZ zhR`1>hu_RP4OADnvWH84lR0lVCZgvmDymLnAa6*KSIeNU|2+1}Q5BMCB7vK242paC z2Z>}qqw|j}WBdFqp!3B9JnzJ9{3g-~tJ+4@EJd6)alp z_YAL3lBOmq&%iZSE=-xTHcpBn*eQZ9%$9*!YrU3t?N-?<=liQ&$;GoT96OfqIr{{E5e{)P?CIYa1y3ERpXAu$4ix70zK!-Wj!BSVx}Z zs_;b7JruYs8;qvN60B_&JgG4ib{12ZiJAhd54{zvvvh?@_8UL~`VX#kIg7R`$za+& z6_*w|;?rT5p?$w6;*&q29`&v0@$wd;@Tdk(XdQ+T7nF%m1f{P{BmS8lC5TJ25xpUU*zBnYZ;J(?C8y4idPFlWTNH|4$ByGZ%eU~`@l5PJ zWQLSNdWbhRqSR)uQ1+qv8oD9s5-iFu<44`s2s>AfaiMLO3@) zb*bl~j-Cd~9tLt-MJZk@GMU`3aFmmHeuhgpVSyHE#`Dq#n)&H7jk%7|wNy)&K2gp* z;un9t1jSydGOXB5&dOU%X!_Vqxw+otx23%1o$~_uO>L?C;?o&?3&F#4nOb~H`zla# z{;l9j*isNzoq-;w?j>3dZi0&>Wr@?i$#6krD%kA)g4Aj9L>pobljnu=Ye~vYfpPsx zGW}E^5ILKK7C4E+*F7af$MT!7Cf*x9UwsYCSbK_y@0ky#AFhB$$GwpNM8iqX{|Y_^ z?Ilb82*@~K4mGTz;e?$Ne7RvZQe~vkTL}VrwwuGn?%}|7-$wYzdpAkw)x)4C1F-Od zI5KNvK1-rIcLAt^i*$OJqfnx#i<*KEEz63(>^7L-hB{)U~IR60CzMO;?Rny7T z&?zWk&T+Ir?jD-_a{*dM2B4w7x#&{%43O3pi{@#+qXzdqMdPz&02(o1uRXRWtjd*` z8Ro~($u0g&;F|APaoS#T=^It{)z^2#_gUs7mA4#Sz1vErN}ZwCAJbfBZZV$Zn z>Kqs$^$1Wt8MK+KHI_2b0uQ&iF(^caJz}$z`LbUT$*7*hzmgx~L2M2m#Lr}$b4S3! z1Znov%gfBUi=ymb-wrx`Vjb`_28_M*7%}<9FumbjCG+v>1wpsIBGapH!01~_z^xml z*nux|*g=CrddmDh`24>Hv*1ZfSV2P!NteaoTDSR(LBVTMql`v&CG**^rZucf!7vl{ zT!CGetjumBD@k3iOh%+@7yP{}nP?X3PM6OW;U+I5atRuMKVoK*=lhM&EAvoj5qj{d97iW=B0MjFT)D3s6?d(NgDRsiXy$){+2`WX z<+kr2>i0zy;h&8h*G7 zAjq>#g|2tz;y>fNiS7O@jD68Y=-XYchhvo_e@%l{}Gku2v$s89yp+N1JD=BNg4X=v-C; z4EFj)IO!VW9%1X`wE9H1(b3K{}{f*LFU&AY3rbE4RWq8Qj6quN$34&96 zLCwmI$gv`uxY2hTe6#5jd>hh+r|PByTfO(>TlYEWzL3au*8H15e{r6`#%w9bF&hVW zG6K--qjSLL3qmgQYE`iCZ3$^ZJpt=q{t~FB&xC6{c_cepx7fn1^E z1mBejg#T|lRG9S+np}-RDQC{Zxcf$eT>gmJ(Fz@8wQCO1E;a=k@se=g#1~-o#1wf| z$D)h(3ej+Y0dh5OfwMl|g1ev30(PCT2;Dvc1uJe6>GrBf=Ex=diRvQP4y{L1cN1g` z5rrOa)<8*lx$uX*A=Y?Y0Q&tR;Y5!J`PJ7H{%w>+ie~3=VQ&Vi8Qw)c-FpZt=jNch z$O{FbRzc`wCibTyOF03U-(4uwf94~#XKvWvLj!-Yc`EF!H%6OU zVu+f*okVy*6)H$+1Ol5MP-@yqbZ~zU%v8UR-Tba$?Fvy!|G6gC?eoLyvJRsO-#qAf zQ-)f<>OX4YUnf$(sEn-Ib=cq5SuY@UJbds7GYGfP1z_@Z{{l+6w@kN8-nNw@4l{h>1leEm>5@i155~r_INI0+eA+|h} zpcX`2MK?%S*3J1YXQ1weEbU}zE48b@;gTiryJf*D+mBN_*Tmu8VoC1OXc?zCU5tA& zP=kl{Z0N7gBWYEsn9O)L7?eRI!}M{z2< zd6ftEAnqvCHayST_T6Q_YmiiQNGXS2jdA#dBRgk)9M&$)B}y*+6phIEd^}<96h?`Xgjj44&`I^ zOMzUm6LTyKOJw zbN`s|r4L>B-?giFPgRUGzP#ipCubOz^@-5$Oo2%QDfmh1I`XLdKBW0an$)vzLFfDa zKqc4Ba6I-sGM#R)L@Au+xWDQ-Riqqi=>uB;xWW|!bs%zhYSG?^%A zJ3_b_&PR7uEy*7yTCjMb57N6kNSdt5#+NPqaKeXMc-MlTaP6%fII7zah0Vw%e`ejs zYqTBM;r%=Z=lbm*yE?)2aew$=bWY+_vll&Ny8iFLMas7l`EZ8-B=h`9&7g(Az|%dr?#wmhY@dLt=Ul@4_+_wpiWc&V>>)Eh-$$RGso}ki*;MUK zA3Wac2qe9iP|N(+;C{6OC_!96o?gJ?NF5rbgJ0OY5{0-}7JGhO zfc1BaQl|AYsjZ`CRKHgj-g3qk_t{tBkN!{5;l#(FB*=m)wK>Jz4a*m zdjMtEtV)^5U7&7!-h=CZ+mPdjv&jP+CJ?xDA8h%iiEKjz`16hiM0Yh%CPkUlY@zGm#|ANlMKmNgH)=uDdV)OBr)(2y;Djf!$;>~(lHH9 z$Vs7!rbHxoT|+8I{DL0GR*~1{{DwcboI+bJX;OWw6>*}^60*o%fda3}gfzzeaQe(8 zgy%U$RCII|oFY8$C%uwFt)e-Ezs)yru&NHIj;A8K0BL+qW)D6fH;jiwYVpmK3KW*y zj7*fPP$0Pn>2$}F`<-s$xyBKw_Le$n87zbKbSj|;J&HpLyYY4zno^y&6a5(NAe>*= zk`;Ph!d+hkxx3j8$_2>d?NO`YGD%3;jp`nNbKq0!a3Cy~+fjX#p z3>lt&ymyJ;`lxo9fTNT9%yW_e;$ zV+Y99P=kkJZldoEtDx7Rr^NZ)#>jffS@>DJ4>UOE5J%q7@PCDHd%jGU$Bqs@IAVO`T{XjW_mIn4<&McW-2I7~t= zgSDi$do{dh*#uYXL-eKi1Jro)7Ii<}3%`b>36y>&2|8dBdg&qs`i-n0GnNHs>6=2= z8COxlyH+$)WD@=}7K&!AUW?>|l+nCb_rY&+0(nR-rIcmN(f5%A@cLgeGp=k-Zhav< zK;lG^_pCO0(wR+IWB4#k)(K}k=6)d?qV<7}_(izDqZLJYO`$*COk&<|A>jF;t7!Y% zQ}|>t!qJ>4Jup~;A|Fbkg^dlgq4s8Gw^lV>_G>p>Gpd7YzOZ=n+AFZ(dm^3U@B_(h z*~0iW889nFS2N9_h~6#hhW*mBXyd1&WZI}5z2ue}^XOGNF?4t*yJE)4;2bI8>`ZWCTLJ_?>RSuZ1xPU+P7crZxTbSa93z-(_ zolNqTy-fP4y&%9wmWeU%Bd2($37&J(q?o)00;cZ7*wvq4>(zL{(gABo3HQXTn*n)u z#bY?3qD#y%m=L%fT_X78=mD|@j)R@cl~J0qDfww+J`vhA4c?On^RX|mAfW?ZZn{rM$4)^DWFOEP zFR$YNWG;ioHOgEV)+VQ}`XkI|N8mhLdzK6vpvn(u0EI>3+}PM>^3_38@H|sE+s{r0 zSUjDnr6+SM=diG4)RL0VHbr9Fu0!9HD5h${l*;8>$OnW4`~B2M*60Gm#;y2+KAlLQ zO3N-%B8%q?eI%?=Xh0S!}ac zA#tql2h-Isnf;_<4R!y$W&LVqamU`IFyE+V#wDt~|ni;HS_UB7Weo9^h;j>XCVGqKIPey*Sb`96l3iV`O8jxN~_LAS~z*Rj|

0`xdZK9u!NHo{(OFH(nY&2WWl@wOWfP&$N7JZ;@B=}?m)I7 zx6agz+oM_zVyD%xvCaBuwNsU#^LQiryVRZX9ezlzKCKCLiXM|SqXhgZ;{t*!Y|%DF z18PHO6Jh*n2O;P=LEiqHj?~V+MN!k%QVUfMqbGCMgB|zp33XQvxLG|!KljTLS_83| z-KYmERh~hY++_Uoz7HtPG6#v%`-lhRAe>w)1}`|)ODB`53nnUzQ_0 zoromm_3pvPffn$k^kOVIdWe$JkEW9HvZ;J~UCJx$1-uy{j!yoFLt=AJQx#?`v~kN5 zP?37%J=1V(q%lI=*yn{Ld_EJRisw;}morpfxCBN84?v}RM+oCT286U|6>)#41O-V; zAn(`vvB@{d^&Ia@IpYlTZ;`O?jx!dsHqmH!I5uG4@yJCx9GeN8Acbwcp1T8LfN#k&vKmm1($`Bc@ z-l%--YxuVoVXu8O(t33iw~uayzhy3%O&o4CwXWAi%$dbR+ER5`8!rbx4>yw6Zymwr z^QWQt^;Nj#l?jW4231{bh6dwRc}k{-e7jwgvx<$T zbZebB9mN;4$ia5FQBI1d_X)MzUpF9KGLQ0XcS5h19A~Glp290--$glc3+YqrM||w% zCFB!ugk61-q@`{gf^YRKxt3>Nx!XDB+~3;2IN@tNomzi|4$V@=Qh_SmG@E%iWbQb( zk1XT*GTv~vH7~FOpDv(~Gdi4B@^x~uPbX`glg;^G(k0`T{AKgnr*Kak>+nCb&z$u# zWBzx~Q8sMdP27A}iR@}-dEJ~zP z#%(K+cen^REz5?6`xD5Yrza@ONTHXzvlJ$G<)I$35bY`Z3NGvRQ=1kgqr`g(q~)`0 z`b5NH=E=(AbW^G`ta~zy7Dj5~IfL8buwoEh_2M5q&n{x-ACzZS)XZZf-l)@AlE;B( z@ge#aXGvV#WJdcJ|D)Z%HV90&JJZwV2h*?GH={MtwoE~598;R}k+Q27>TG%M1WW&> zGwB!dhzmFGqf)y>`iAK!86a^Nt&U7&=6yNM(ASNaXgO!5>6aT5Y@A8-P9CKHTl@la zU&$nT5{==FZ(2CIT7qm1kwi_IsYFu43RLWo2prBD{P5O^*dP29I47(iKA5?{ zuj@`h>y~L4t{8&LU!EYe@)hx!tz*!uV-xszp8( zTL(`~n1n?it-yCc9-Kso;|KnC;B$>qV!pixo@4iso^RKSy<{0^r8%3EH5PViW-7A< zR0h^d*}!V7`%AeVa)kJ@Iu|p|jlBO~Ggz^A1-@_WhOC#CGryWxTCQ`;Yqqy# z5|_1l3O6xOK#mV&u?rWxXEIMbqa6G+q5b(;e93Al(#>x&x9ig}O7ds`SB59(S6Y+6 zu6#8}L@uYkHX(1K2bCA}}WEI41X!X+_ zr0(t&+&n#5Udhp!t16vD{rie8Tm!PUQUL0e{h9ke8hMUue+?< zLwi^w4>|ivHPH0x6}!CSEN7=CPf9#gz|)s`gRPbK?8$TGqs)j8}rZ+m+PK zu5U2DOO89{c9=g@uK_X|YUsOmGl8{L2l-j@JNus?kNz%^4-Z;bamq8+@V@iPxM%qr zsrlzbn4-64jI;^H=KG>KQ@>a6Y>5xwJX4c@q2b1V?wZZz8m~Z6RViHKhC}48YZlz5 zzDay+lrl)Yx1JljcbE&v-+PVmc@NO9B)igIMV&HQsq_{Qd7sQmFgeQHJy zr><^>Os~(UCI{s3#mN`=*kcyF+v@eaxaKxq+e#evCjH>-+Md%-*LGl)8L!ED;okc5 zNETtAEzMdE$77?^RjgCyDCOU}omd^Gz7A zsTl7h#JkCZ#B--e?sFpJuE9}7R5W>L>tZ&&U4%<4v1U7XDLnae8r5?3CUvyn2^`)y zjg52}AveDI$JW_bv$IFW*-3-fm?Y0QP;76=hBamociuf^mXk%S?o}y5kCJ2)-%n?) zVt0eV>wnl2zK}b%=>(Jayc08A-6FHZ*(Od{G5R74oO4TAA6MG5yXSNOtJ z8n#T+0gp20peH6@$z`WFa5eLa;2P&ksut`8u4DVrod2w#PHhTtY6gSE|FpxFY&US* zAfM2>pGXd=pNG~P)}gF^6~R+f&adpb#kIM;%g*)4*cKMIha{)IeKaG!LPCeg^9dch6vqk=iV zk_6l8mjPpg9>4}JMP)y_NZ*D%#Jj6)qz>ym|amuv6qI zEGg}SzU#Hgrw3U$f1WWkORk0kI?b@VEd=Q=Isg~VRTsQ2)ihILrl5H5Z-RfGAHl(q zQBafr2CR6df^3aL(emC@w7X51@f7+;h@5k<{i!yn`w@t)ABzG3n@nwP1r73Ys@D+NltP*w&Zvf8(?_k=pc;cz93GsT_FM-L~TIl=00{+-rjRG1H z$lG|75Pr+hq8-ZU{74AUIVnZNsmeqDaBbo58G@9N@LT*shA>}y8!WQjKvr8?fCg9v zi}yT+f_i*+h2 zyzCBpZuX*W_qD;Ak~d(9lQ81C_XP-DHwZtMhU2X}JdnOVNy_~lLFP{Lz!a2oLmZ_?w;`K_ZKyL^61NsUe#Z}N&Zzle^TLCYx%ffP&9Vqnpe4#fa zleoIs9tHK9f@M89@XIYNsr4K(26MGCm>Z{ zxvP&zy$4?8-1`JvvLhE3THl6t{|=(iaBIW{--P4w&anF7M&J^$1U_m~C7)Z{Bg2#v z(B2jjU-~kktAo&Y{FOm!S%=W->f7k1Y&g7mcfVk=a-%>#ltEqcLIJf;9TLB;!V8IG zq|C<*L}$06-hfZ2bL=)Oe3*oOhkb$~H-gBC_r1tL_6I&w&;={ZkD}W>ri^dwLvrqJ zMLIm;Bzz_7OFuaD3stT>`LGpMOy25rMQDGlBU!zNJR!_pE z?oy0mKr3CkMVj$X>!$o&GO^INNgvz!o2;x+qPG_b^TmGFaJ*>>oj!FoJ$Fcq8h$6q zq+GIL_7>MuGZIEX2XTVX^tER?9p%ABkdLNd3wn=WIv#msPZc^ZVm8j*%seppNSE%A zW6ph=B;@`2pzHlLw5b?Fs`!ZrF6zA{R%h&n8ZlOc-wF$GaLS;WX;(b>&qA4eSQttC z*kcEOSIj21hE535luw(58yl0Mg3siCO1q#^pE-G8S*9T4uLF%g76ZE20DfDN0-qmo1dqgx%~Bl> zm1QO@zmFYxpQl z1I%g35d8ZRL&iF}qRLZ#gwaA_^>crV;QQimXlB0$#II~1iL;+z+WI_#kM1M<-X{ra z(}%$3m{uTGVvkhRWP#?N2*PLDb;#{s2~$@FfbGQ^gwAw(pz(x&@>(PC_h(J$)hR)Y z#j}9T5F@{NL;?9;Tey9JG0gDMKt88lLVvOi8U>5Pp_&~~Mo5caCwq+uKIR7(CMQAn zviE`uYgm|Mt`CLA6S(DJJ1n>!g6voNLx(AyW}ogdW)jir$WOMDaLdzzrsmo(Wl0U$ zFD8YJ&N`AqGqf{NT6EA>^NY6ZQdoa zdo69*Z=a8_wjnE+504bF)a(n4r1v-x7rBFZvXEil7c_wr+Q*olu5!kTIgZmWCa|M( zTG>HaQ%2}0MbTuE5Ln;Mj@q`8<*((ba@@w~Uynn&KB7Wt<2JjvXN;{m8N@cPPh%fW zKh9R|Y=8;oGuWsxZRV=QWXj0g7>pEqa%wLw6PEt-*<&HC_~+x}Y*wrxeKxU-SiHuT zE9-V3f?CuF_wfY$V{J2tMlTt;VR!D9+F??rIhBfNp@3tS>ja~9 zo7jJSL&O)2Y3$ZZBkZ8hDq>8;f=w**U@L@Ya;O^Su6yp~dN=nllC>(>F|y8-`f`N3 zH|P%9MDJ3^hQru2VR!j{^_e(o=|OI3RXQhR<#M;m=5P)lt+?v$)nq~CZ8m=583+it zM8rK_26N3d@PD*Cseb1VG!P^b=R_UQgYZ*u+4(;3=j|YTwe=b?Y9$7ZPCFA*_0N;C z*H6NR^=jBcMFH)NCy8Z6ztH#f0{FS^6i^ZRU-vR*z}Qs_DsrEZmJNVk{3iszu0A8B zzg{H^_h!I8aiOn$h7&s8{{dxZSE0^;m+=0XMre5;6J&x|Xf2*WEaO{*9K9Ua;VDk+ zz9WvP6j2!Ge*-Ps`4#28Ch(TdTzKhnzaTfrhWJsTi%RcB5-IQ1p8mqhX~U{B+@AGVE{!{4{Sl z={L0%hQ6Hymx^44pSL97?CVDe4L560bx?zx)As?MRNjadc|XS*)fPzd@-0%t+Zx%t zE&)3N=OP>^N?443LLVAcq4vkks4P_kYh7$0<02Hn4O?r{{Xi;=q!VCU6oHqP4I-o8 zhj43oKAw9i4n;1WiN&^(aFePgslO%%n@?JW)qE;I)5d1>alJKa7dEd=%-6+#O+=}M zAwn4`bKxa!CS+)2byZvPrE#i|)=KGX# zz-c9K9aG5p2Cbn=oxju1bPO4{1Y@ja9?pHJ>?bvc+;}9Z#-FZU!UwZ@+>Yc3s3-K` z$=U8Fwe4u3zAnp)j);+W%Y|OJgNL{S^c1K+-IXV;kMSasqMTEcfXaEd-*m5JK5x>q z9*)?&qBnfb;4T_phqr_biawah*DMycR2kCz4jUgn_PjrTsYebdUw+S}Y8$}o+l~n? zikCx|m40}o!gTWLzqjCxK{pZWq7S`EXCOaDLGO)nIK-lY=!$$zq}62+;?*{=LhTjY zl;evv?VrHdfu-agV`&(EAQ5=qYllCL)QG?nVMr;{1ZwUP`gae+BiX-t{&C44lZ~|PIg;} zPJcTGEj~}j717twZ>31Ax%3Iz$ju~FmQ5$rw=6>33~}f3%D<=;p~atK5vil~EwJgEs$*xIH?O{AZoWPDo^y83*>lg{Y%*sxi^hUnFGC{z zMYz&q+6JXn&K{*>tXz4&r44))-3)5?c!0|%a+N>-a}(*25KYwdE5@HrKTg@o*C~pP z@}VNYhABo;4L+iq2|g_YN6>Pe8`$^ z;+E45u-G9StUX{0Z+bTo_O=~(&e$jLY<(uBX4)a6$O9exPrsX?i*gF~qP|e2QchMu@KtdfczLA)8lK6+hL76-&jwAWo(*1t*?H!`#1+S2=*6qx zlfVpW!TKANn?DQpv$0@^f!y9Iv6ZqOU4=bZVXbr@Q3rEk9^<55o0+@!{paXnTfThl{eiy;pM?!!--r9;q2Z(w~S547yQIAxj(LB_8As4 zUo>x~x0W*?<=8{|V!J-(F5OLUJQ~6*BDxi8!%orE`X+jQ@JAq9UB+xof645~@u8=t z?^H&bR8D9w9l!>JR^tB15e5$xGZr;2;B;K7^3rTEyDiI%l|9I0Y-OjIyP@Y9;*$o< z%yt$d7U_w4>kvjX^5Z=tL#!-C{dzgAL}n6^+4|mX5wA_s zJFcUn)2l!t=+hN%U+~8+1l~SK{uA|g6W43zaTzh{GICxKXY(uuC6k7zVdz8d&WKKu z=^RCuKCa^?IL2`GQ|6+Em;1TG)qMTzE@SAv_8!%yUr5>Ak3_>RNs$@8s%%izCOTt| zD>67;Ol9QmfUBPyBgr@!-FYsWHpv)-9H+*^vbsIo0dy1Ady}Z7povQ;x201p{E-@) zOdpS$Nw4y}z}<_Dpf`@Gpic15>!_RSh3t+}Xj|ws&iK`R>Inagc$3N%{2DBg)=P?~ zYg{%Vbyow)>RG`bLQ?6xcwf$~atxhQVa8V=kkKO7BoyTwiBh|F(B4;F&~xty#4sUf z{Df?(x%C@b>wjF>00I&MDg`73gaT3mY85a7%?bzvg+NdU1cg9QD8zEHc&rtCp+nb+^yME!Bm1)e$-2a}vkhBW5Y8oA~d3c_sL@wlqA& zezYQg+#LMd1P8DMiiyKTPQXoxD~M2Ide*X6OSpELN{a=tAkUUmX(a}iX-Sn8-S!=E_ zx^s})EH|aZtiMKGoBi!YsS@cBTrS#1g_L_xTHlzLJU6jqiXn3mH z7L|@SMRE24h>1vpXQhE?MvR8L*_1#fp7h{C^xV-6%ml?Yj)2|ad*QzH`P5(}NA1!q zWS1q^Tu;*B+CTLvyJa^US$lMpg`D@KS_|Wmes&`Fud)J)oAHvv6#Dc6A4?STr5t@4 zxsz6({0F@+?m1ULN7Aj+>bV358a=Z8hPoZIhOc?f!inBuwEbB(_1HQbIpGi`7mq;) zr%iwDi(4>2AJO9rTF79i+qlm#swN>unU8JQT^$$Cy2 z$p$})WYZ+)$nz3Y_{{qP8_d^%^Qmzp#~PkwHT=E1{d=XVw6juZBfn2xoNJ)cKfIOv zvDAhnO=L_?OCGffmy)?V4OHg8#=!Pc6@~RrCD(r!uRL;Xv;YgBZHP5ewuX1dL04(l0^HJV>Y=lKSzua@bM!=-iXh6fUr$&^NN;NdZJ zxZAJno+U$-)g=;@F{T3(g1YH-`2)%3sWchudyxG(+loAXB@CK3{J=OKlBj&kJD6CP z0(yM#EYhmboZNLW8on71!+K|#cHOAW3tD{td{F7vr=xGR`Jbu$VO=k(os<4@Ev@y1 z7T@0|jq3jgpFB7=opg5<>&SFv!f6{NTJbcc-GQfingQRmulQbrLIb1x0{o)<6d^0a z!(JElH^on68Hq$aO{$gSFO?ce5+bIkw% diff --git a/WebServer/AIPython/data/stocks.preview.csv b/WebServer/AIPython/data/stocks.preview.csv index 8ac3b729..ae8e3e49 100644 --- a/WebServer/AIPython/data/stocks.preview.csv +++ b/WebServer/AIPython/data/stocks.preview.csv @@ -1,201 +1,201 @@ -Date,Close,High,Low,Open,Volume,Symbol,Spread,Return,Volatility_5,Volatility_20,RSI,Moving_Average_5,Moving_Average_20,Trend_Signal,Dist_From_MA20,BB_Pos,Log_Return,Target_Close,Target_Direction,Volume_Chg --249955200,0.5309499502182007,0.5340793982846871,0.5267774162512139,0.5267774162512139,170310,0,0.007301982033473209,0.00792023955109511,0.010200076284055561,0.011124590561047922,46.96967860463748,0.5324103951454162,0.5365307688713074,0,-0.010401674939998218,0.3491923187055057,0.007889039088967537,0.0017899616790169048,0,-0.21239195882295814 --249868800,0.5507692694664001,0.5591141834054576,0.534079289296328,0.534079289296328,327226,0,0.025034894109129624,0.037328036738782044,0.019967820772104863,0.014089691406813062,60.241026064686686,0.535331130027771,0.5361135125160217,0,0.02733704077257415,0.9403372979801028,0.03664821166338882,-0.0017867634409282074,0,0.9213551758557923 --249782400,0.5674591064453125,0.5705883627186048,0.5486827692729858,0.5507691304867457,319571,0,0.021905593445619043,0.03030277450861041,0.021312919958663676,0.01570129216082923,74.15762943977647,0.5422156929969788,0.5365307480096817,1,0.05764508101420618,1.3021234797393308,0.02985271487859573,-0.0017885306092033648,0,-0.02339361786655092 --249696000,0.5737179517745972,0.5758041231413228,0.5695454186762002,0.5695454186762002,239200,0,0.006258704465122555,0.011029597125494117,0.020804862968592602,0.014492880446518662,74.4447273302151,0.5499348044395447,0.5379911035299301,1,0.06640787925720693,1.2058768057958824,0.010969214709227714,-0.0017914279751538587,0,-0.25149653754564716 --249436800,0.583105742931366,0.583105742931366,0.5716312364179468,0.5737175968589447,233459,0,0.011474506513419191,0.016363077236350998,0.01269144262539286,0.01465579115332346,74.44469487979632,0.5612004041671753,0.5400773257017135,1,0.07967084560298154,1.1645205402478302,0.01623064480319519,-0.00897690784681826,-1,-0.02400083612040138 --249350400,0.5841494798660278,0.5841494798660278,0.5778907722881246,0.583106393663884,210496,0,0.006258707577903255,0.0017899616790169048,0.014402066056040969,0.014636686967503514,78.16130229319987,0.5718403100967407,0.5422157347202301,1,0.07733775038349733,1.0530096465194634,0.0017883616067049404,-0.014493197689452453,-1,-0.09835988331998335 --249264000,0.583105742931366,0.5862350361185866,0.579976297452283,0.584148827969451,221978,0,0.006258738666303665,-0.0017867634409282074,0.012730182275679593,0.014251035868534318,76.19034661968429,0.5783076047897339,0.54461490213871,1,0.0706753352534093,0.9594435130238214,-0.0017883616067049727,-0.029411523736857625,-1,0.05454735481909401 --249177600,0.582062840461731,0.5841491640300238,0.5810197548235596,0.5831060783918524,116730,0,0.0031294092064642065,-0.0017885306092033648,0.00818306856829537,0.014194081883091866,81.01273879821895,0.5812283515930176,0.5470662295818329,1,0.06397143341611256,0.8916309159931848,-0.0017901319397106616,0.0037878332859868635,0,-0.47413707664723537 --249091200,0.5810201168060303,0.5862357386112195,0.5716319214106673,0.5820632030940569,153088,0,0.01460381720055215,-0.0017914279751538587,0.007871735181274745,0.013123400456746207,79.22115508773804,0.5826887845993042,0.5499869912862778,1,0.05642519916184563,0.840454369029805,-0.0017930345011860928,0.0,0,0.311470915788572 --248832000,0.5758043527603149,0.5799768875226332,0.5737181805616666,0.5799768875226332,110989,0,0.006258706960966642,-0.00897690784681826,0.003932890152491272,0.01345504209786977,76.25005267702875,0.581228506565094,0.5523861706256866,1,0.04239458440478794,0.756134727800381,-0.009017443053621572,-0.014004284031181036,-1,-0.2749986935618729 --248745600,0.5674591064453125,0.5799765122682783,0.5674591064453125,0.5758039802056569,183706,0,0.012517405822965788,-0.014493197689452453,0.005786313777287126,0.013704201772565837,67.85707483252338,0.5778904318809509,0.5538986921310425,1,0.02448175904170924,0.6486828803593688,-0.014599250017904485,0.04030744801722297,1,0.6551730351656471 --248659200,0.5507692694664001,0.5674592496364722,0.547639822038533,0.5674592496364722,179878,0,0.0198194275979392,-0.029411523736857625,0.011450996217928661,0.015341967106059198,58.76285076733484,0.5714231371879578,0.5547853410243988,1,-0.0072389648049875355,0.4549483037218887,-0.029852714878595588,-0.0036906229399022994,0,-0.020837642755272 --248572800,0.5528554916381836,0.5612005586359451,0.5497260819957749,0.5507693200712253,187533,0,0.011474476640170206,0.0037878332859868635,0.012800108143425583,0.01528420834184638,58.7628993511887,0.5655816674232483,0.5555676817893982,1,-0.00488183571527967,0.4690500039017834,0.0037806775097183457,-0.009259100037883772,-1,0.04255662171027019 --248486400,0.5528554916381836,0.5612005586359451,0.5507693200712253,0.5528554916381836,218150,0,0.010431238564719836,0.0,0.013114714087586635,0.014973609906396011,64.04473389891663,0.559948742389679,0.5566629588603973,1,-0.006839807035137313,0.4549873748016093,0.0,-0.0037379547220215414,0,0.16326193256653498 --248227200,0.5451131463050842,0.5503445602901758,0.5451131463050842,0.5503445602901758,197101,0,0.0052314139850915264,-0.014004284031181036,0.013226279754471689,0.015366214628590462,57.34542304831703,0.5538105010986328,0.5572146326303482,0,-0.021717818622491225,0.35359879223509066,-0.014103269248150538,-0.007504493311763172,-1,-0.09648865459546185 --248140800,0.5670852661132812,0.5670852661132812,0.54720600118734,0.54720600118734,174138,0,0.019879264925941276,0.04030744801722297,0.02598125963822912,0.017618276340229062,58.27709679779823,0.5537357330322266,0.5589692175388337,0,0.014519669992173911,0.6020328629271549,0.039516292558868106,0.009451518778709422,1,-0.11650372144230625 --248054400,0.564992368221283,0.5681312535361481,0.5608072005308881,0.5670848565957914,126298,0,0.007324053005260067,-0.0036906229399022994,0.020672341199044233,0.017652040373386763,48.53107685536511,0.5565803527832032,0.5604105561971664,0,0.008175813202391913,0.5597269615909102,-0.003697450091549223,-0.003744953556665709,0,-0.27472464367340843 --247881600,0.5597610473632812,0.5649924986367659,0.5587148029345257,0.5649924986367659,124384,0,0.006277695702240238,-0.009259100037883772,0.021705408834729434,0.01775613753780663,41.58580354537653,0.5579614639282227,0.5617467939853669,0,-0.003534949630949469,0.4725261830496328,-0.009302231952900707,-0.00563918892567894,-1,-0.015154634277660728 --247622400,0.5576686859130859,0.5639463448612618,0.5524372716326951,0.559761175248656,170310,0,0.011509073228566757,-0.0037379547220215414,0.021884028184288463,0.01780863724058096,33.185716233179335,0.5589241027832031,0.5628741085529327,0,-0.009247934059765539,0.423414430062193,-0.0037449583330079967,-0.009452811058468624,-1,0.3692275533830718 --247536000,0.5534836649894714,0.5608076087612449,0.5534836649894714,0.5576688357263903,124384,0,0.007323943771773478,-0.007504493311763172,0.020870980401226993,0.01747155169248724,30.5376731320801,0.5605982065200805,0.5642094045877457,0,-0.019010210590359344,0.32040648908619496,-0.007532793697299797,0.0,0,-0.2696612060360519 --247449600,0.5587149262428284,0.5587149262428284,0.5482520977632833,0.5534835120030559,116730,0,0.01046282847954505,0.009451518778709422,0.007340217948748493,0.017499337651094855,35.30142829844125,0.55892413854599,0.565597653388977,0,-0.012168945724771674,0.3657444433387689,0.009407132633575552,0.007634263329628688,1,-0.06153524569076407 --247363200,0.5566225647926331,0.5639466247973388,0.5524375458558086,0.5587152079201377,139693,0,0.011509078941530193,-0.003744953556665709,0.007341631966794953,0.015519171859193766,34.86049007777312,0.55725017786026,0.5658903181552887,0,-0.016377296209744374,0.3149930396396939,-0.0037519834518120214,0.005681588907118229,1,0.19671892401267876 --247276800,0.5534836649894714,0.5608076087612449,0.5482522493037022,0.5566224380243261,267904,0,0.012555359457542714,-0.00563918892567894,0.0067169490062130265,0.013900319137230157,34.01193675719712,0.555994701385498,0.5651915460824967,0,-0.020714890684717213,0.2716482480331139,-0.005655149181763565,0.0018839145985893868,0,0.9178054734310237 --247017600,0.5482516884803772,0.5555755865720092,0.5482516884803772,0.5534830988147778,202842,0,0.007323898091632031,-0.009452811058468624,0.0074795631358172306,0.013708568924748591,34.00553474509239,0.5541113018989563,0.5639182329177856,0,-0.02778158875329806,0.20296660788575135,-0.009497772442228812,0.015036766308185845,1,-0.24285564978499763 --246931200,0.5482516884803772,0.5482516884803772,0.5440665220245925,0.5482516884803772,216237,0,0.004185166455784706,0.0,0.007191917266587279,0.013014407263728652,37.653778457874566,0.5530649065971375,0.5621755301952363,0,-0.024767783311421376,0.2283570949127671,0.0,0.029629816397279907,1,0.06603661963498686 --246844800,0.5524371862411499,0.5524371862411499,0.5461595282633267,0.5482520172754557,130125,0,0.006277657977823203,0.007634263329628688,0.0064877324386250065,0.013191953324756922,51.27746506521312,0.5518093585968018,0.5605899155139923,0,-0.014543125103075316,0.32844053440833,0.007605269810610924,0.0035969778255016127,0,-0.39822972016814884 --246758400,0.5555759072303772,0.5597610761016905,0.5524371737829663,0.5524371737829663,310003,0,0.007323902318724151,0.005681588907118229,0.007264426639076365,0.01332435134958438,52.05051967224752,0.5516000270843506,0.5592134237289429,0,-0.006504701683142766,0.4147497694722099,0.005665509556288708,0.0035852089736707615,0,1.3823477425552353 --246672000,0.5566225647926331,0.5597614531072659,0.5545300362300648,0.5555762814171928,177965,0,0.005231416877201078,0.0018839145985893868,0.006649468025286538,0.013357493188845056,52.79533434235049,0.5522278070449829,0.557941409945488,0,-0.002363769975388341,0.4642293735442424,0.001882142257092901,-0.0035724011689423074,0,-0.42592491040409286 --246412800,0.564992368221283,0.564992368221283,0.5587146739681039,0.5587146739681039,176051,0,0.006277694253179034,0.015036766308185845,0.005860168875755847,0.0139001312654129,64.61516213847503,0.555575942993164,0.5571400225162506,0,0.014094025537006338,0.7558592592556475,0.014924834801444842,-0.001792145067170181,0,-0.010754923720956322 --246326400,0.581732988357544,0.5827792709854409,0.5670849933787023,0.5670849933787023,325312,0,0.015694277606738583,0.029629816397279907,0.010969799024886371,0.015380716692620477,61.6663976529343,0.5622722029685974,0.5574364542961121,1,0.04358619511548034,1.2144909264863653,0.02919933608528749,-0.0017951580643221776,0,0.8478281861506041 --246240000,0.5838254690170288,0.5859181104830491,0.5827792246605822,0.5827792246605822,340621,0,0.003138885822466908,0.0035969778255016127,0.011504578639640566,0.014971407295703527,65.00000474733271,0.5685498595237732,0.5582547724246979,1,0.04580470755542021,1.1300953231406148,0.0035905241718990183,0.005395671659224721,1,0.04705943832382453 --246153600,0.5859186053276062,0.5869648505676718,0.5848723600875407,0.5848723600875407,137779,0,0.0020924904801310484,0.0035852089736707615,0.011789096653612606,0.01308120248548311,71.92998411909976,0.574618399143219,0.5600122392177582,1,0.04626035699868769,1.0533113995719028,0.0035787974318866895,-0.005366714629196689,-1,-0.5955064426444641 --246067200,0.5838254690170288,0.5869643548394957,0.5838254690170288,0.5859181104830491,135866,0,0.003138885822466908,-0.0035724011689423074,0.013004449582553031,0.013166400812066202,71.9290495769479,0.5800589799880982,0.5615607380867005,1,0.03964794797831961,0.9378121182144027,-0.003578797431886679,0.0017983864522645998,0,-0.013884554249921965 --245808000,0.5827791690826416,0.5859180546057622,0.5817328866376941,0.5838254133393109,162656,0,0.004185167968068115,-0.001792145067170181,0.013434129268375698,0.013192604487356652,75.92483387433842,0.5836163401603699,0.5630569219589233,1,0.03502709291824857,0.868540377709333,-0.0017937528803845801,-0.0017951580643221776,0,0.19717957399202146 --245721600,0.581732988357544,0.5848719126178044,0.581732988357544,0.5827792709854409,225805,0,0.0031389242602604117,-0.0017951580643221776,0.0033536658412486897,0.012649259663219609,71.999161457105,0.5836163401603699,0.5648879140615464,1,0.029820206587323428,0.816654736749348,-0.0017967712915144282,-0.005395056896307926,-1,0.38823652370647266 --245635200,0.5848718285560608,0.5859180728452996,0.5806866604577091,0.5817329047469478,135866,0,0.005231412387590506,0.005395671659224721,0.0038890900581566145,0.009222770895642718,76.46933327376098,0.5838256120681763,0.5657772421836853,1,0.033749300870917986,0.8402792715852764,0.005381167173799264,0.005424321418987299,1,-0.3983038462390115 --245548800,0.581732988357544,0.5859181570574165,0.5785941022855684,0.5848719126178044,195187,0,0.007324054771848054,-0.005366714629196689,0.004090898855021219,0.009280668611764662,76.46941868868463,0.5829884886741639,0.5666142731904984,1,0.026682552633054746,0.7611764697032177,-0.005381167173799135,0.005395671659224721,1,0.43661401675179956 --245462400,0.5827791690826416,0.5838254133393109,0.577547718669626,0.5817328866376941,114816,0,0.0062776946696849745,0.0017983864522645998,0.0040915760173007975,0.008928572480550952,85.10574600354164,0.5827792286872864,0.5677651792764664,1,0.026444013043047665,0.7534539319256531,0.0017967712915142999,0.0,0,-0.411764103142115 --245203200,0.581732988357544,0.5848719126178044,0.5796404994783199,0.5827792709854409,130125,0,0.005231413139484498,-0.0017951580643221776,0.004091841359294374,0.008872629908942295,83.33291794990475,0.5825699925422668,0.5689683943986893,1,0.022434627449464672,0.7138403318184599,-0.0017967712915144282,-0.0017890407572120903,0,0.1333350752508362 --245116800,0.5785945057868958,0.5817333940478752,0.5754557320908508,0.5817333940478752,135866,0,0.006277661957024394,-0.005395056896307926,0.004683114500221798,0.00876367282645687,76.5958529942584,0.5819422960281372,0.5702239364385605,1,0.014679442256695152,0.6432863084229787,-0.0054096627724734975,-0.02150523033974794,-1,0.04411911623438991 --245030400,0.581732988357544,0.581732988357544,0.5765015752180594,0.5785941022855684,88026,0,0.005231413139484498,0.005424321418987299,0.004693014215861808,0.008634988151362766,76.59573952304476,0.5813145279884339,0.5713748395442962,1,0.018128465057209997,0.6778917976130636,0.005409662772473573,-0.0109891955853324,-1,-0.35211163940941814 --244944000,0.5848718285560608,0.5859180728452996,0.582779187224466,0.582779187224466,166483,0,0.0031388856208336424,0.005395671659224721,0.004695928199333092,0.00855332584895867,77.55084720145653,0.5819422960281372,0.5727873027324677,1,0.021097754377487288,0.7095108593499139,0.005381167173799264,0.01481538293231166,1,0.8912934814713835 --244857600,0.5848718285560608,0.5848718285560608,0.5806866604577091,0.5848718285560608,166483,0,0.004185168098351677,0.0,0.004696560152504442,0.008361247232169923,73.17077576336938,0.5823608279228211,0.5743567109107971,1,0.01830764304745247,0.6890202741491569,0.0,0.00364979893827444,0,0.0 --244598400,0.5838254690170288,0.5848718661266026,0.5806866977594072,0.5848718661266026,116730,0,0.004185168367195402,-0.0017890407572120903,0.004695739934987651,0.007935170846231214,53.84598530230194,0.582779324054718,0.5761353999376297,1,0.013347676744445147,0.6524956504173158,-0.001790643001900115,-0.007273259852900393,-1,-0.2988473297573927 --244512000,0.5712701678276062,0.581732994211869,0.5639462275469075,0.581732994211869,176051,0,0.017786766664961484,-0.02150523033974794,0.011102821847276284,0.009658384907228803,33.33349157745654,0.5813144564628601,0.5772863239049911,1,-0.010421442234573086,0.3614642178892601,-0.021739837423192392,0.01648410638915232,1,0.5081898398012508 --244425600,0.564992368221283,0.5712700242861863,0.564992368221283,0.5712700242861863,168397,0,0.006277656064903381,-0.0109891955853324,0.010590684005347293,0.009989091791206071,24.999074261331756,0.5779663324356079,0.5779140830039978,1,-0.022359231523737533,0.1648554448502764,-0.011050022833994042,-0.010810986139635048,-1,-0.043476038193478006 --244339200,0.5733629465103149,0.5744093824307596,0.5566224540229949,0.5649927957374162,223891,0,0.017786928407764635,0.01481538293231166,0.013510480495351088,0.010406228129567688,39.13060708889605,0.5756645560264587,0.5788034349679947,0,-0.00939954417855271,0.33371464616405144,0.014706707213349525,0.010929140930755477,1,0.32954268781510354 --244252800,0.5754556059837341,0.5806870216250855,0.5691779454024157,0.5733629251622844,114816,0,0.011509076222669723,0.00364979893827444,0.013867326664260845,0.010415999835282158,42.553529329769766,0.5737813115119934,0.5797450870275498,0,-0.007398908830445694,0.3318367053405743,0.003643154584259358,-0.003603559401505474,0,-0.4871790290811153 --243993600,0.5712701678276062,0.580686749761728,0.5712701678276062,0.5754553365695966,168397,0,0.00941658193412176,-0.007273259852900393,0.013948072713121202,0.010104357430204543,39.999977212729426,0.5712702512741089,0.5800589770078659,0,-0.015151578595671844,0.11686093840930258,-0.0072998389636148376,-0.005425042532840263,-1,0.46666840858416947 --243907200,0.5806870460510254,0.5817332910350016,0.5691779693442394,0.5712704593121919,160742,0,0.012555321690762233,0.01648410638915232,0.012475125427702913,0.00840056499559758,46.428880246507916,0.5731536269187927,0.58000667989254,0,0.001173031590966378,0.5297184777947556,0.01634971834095957,0.0036363191919079885,0,-0.04545805447840523 --243820800,0.5744092464447021,0.5859183203712232,0.5744092464447021,0.5806869057735793,116730,0,0.011509073926521007,-0.010810986139635048,0.01242411130860109,0.008683787294648469,44.06801754219958,0.5750370025634766,0.5795358687639236,0,-0.00884608286654609,0.2782515421488302,-0.010869849481905837,-0.014493402754485407,-1,-0.27380522825397224 --243734400,0.5806870460510254,0.5848722169284539,0.5744093852056442,0.5744093852056442,221978,0,0.010462831722809707,0.010929140930755477,0.01162519673118609,0.009026452906845657,48.437842139275055,0.5765018224716186,0.5792742908000946,0,0.0024388364430596443,0.5631709205955348,0.01086984948190575,0.01103012247919044,1,0.9016362546046433 --243648000,0.5785945057868958,0.5796409037093861,0.5744094869216062,0.5796409037093861,145434,0,0.005231416787779941,-0.003603559401505474,0.011909860604172536,0.009027030189526749,47.69259623786483,0.577129602432251,0.5790127426385879,0,-0.0007223275428900333,0.4809487139060756,-0.0036100678621396425,0.0,0,-0.34482696483435293 --243388800,0.5754556059837341,0.5817332665650526,0.5733629251622844,0.5785943789919388,103334,0,0.008370341402768267,-0.005425042532840263,0.011608121835736488,0.009092594649362878,47.69230364730133,0.5779666900634766,0.5786465644836426,0,-0.0055145207727206325,0.3541091186532774,-0.005439811515205116,-0.0018183149632250428,0,-0.28947838882242116 --243302400,0.5775481462478638,0.5806870722831147,0.5733629751813732,0.5754556561853846,110989,0,0.0073240971017414225,0.0036363191919079885,0.008461675392247462,0.009135802808704425,46.87527815854592,0.5773389101028442,0.5784373223781586,0,-0.0015372039387760994,0.4590137410484996,0.003629723767152716,-0.005464881765962604,-1,0.07408016722472754 --243216000,0.569177508354187,0.5785939347132197,0.569177508354187,0.577547652388347,149261,0,0.009416426359032726,-0.014493402754485407,0.00960599358322231,0.009553682197825333,39.13063938872308,0.5762925624847413,0.5776526063680649,0,-0.014671617370800583,0.12007682241928751,-0.014599458098715098,-0.016482750007486224,-1,0.34482696483435293 --243129600,0.5754556059837341,0.5754556059837341,0.5702241903423829,0.5702241903423829,101421,0,0.005231415641351211,0.01103012247919044,0.009639471849460981,0.009885526470516423,44.000367623602045,0.575246274471283,0.5773387372493743,0,-0.0032617441791833457,0.41457986336993524,0.010969734331562534,-0.0018625454802374541,0,-0.32051239104655604 --242784000,0.5754556059837341,0.5806870216250855,0.5733629251622844,0.5754556059837341,141606,0,0.007324096462801077,0.0,0.009602857916543108,0.009871729257726546,44.594995107809105,0.5746184945106506,0.576972559094429,0,-0.0026291598912013825,0.4294102844092238,0.0,-0.05223870444552381,-1,0.39621971780992093 --242697600,0.5744092464447021,0.5785942635579308,0.5723165660407582,0.5754554911759354,97594,0,0.0062776975171725535,-0.0018183149632250428,0.009323492173358146,0.009871879930204991,52.38104710915155,0.5744092226028442,0.576606371998787,0,-0.0038104427227686477,0.395962993667551,-0.0018199701045609393,0.025590070163716838,1,-0.31080603929212036 --242611200,0.5712701678276062,0.5765015810197376,0.5670849990856159,0.5744090921194555,199014,0,0.009416581934121648,-0.005464881765962604,0.009243865178180757,0.009873682035412676,54.99989556254759,0.5731536269187927,0.5762401551008225,0,-0.008624854115462877,0.2693712456383812,-0.005479868859053846,0.028791159262153698,1,1.0392032297067444 --242524800,0.5618540644645691,0.5681318802072448,0.5576690449110407,0.5681318802072448,166483,0,0.010462835296204065,-0.016482750007486224,0.009925668841861073,0.010373793291929004,40.984009196836396,0.5716889381408692,0.5752462089061737,0,-0.023280717428924347,-0.04827553438207071,-0.01662010191434678,0.014924767159220309,1,-0.16346086204990606 --242438400,0.5608075857162476,0.5670852460929023,0.5566224151513081,0.5618538306221051,191360,0,0.010462830941594281,-0.0018625454802374541,0.006651266849898249,0.010239106426597507,38.333597594495515,0.5687593340873718,0.574042996764183,0,-0.023056480302942495,-0.01141344802213922,-0.0018642821748539428,-0.007352961196596897,-1,0.1494266681883436 --242179200,0.5315117239952087,0.5639465015451374,0.5315117239952087,0.5608076139165179,621920,0,0.03243477754992863,-0.05223870444552381,0.021357337757959192,0.015166350261402558,27.381464245653206,0.5599705576896667,0.5713749915361405,0,-0.0697672599106226,-0.39712197145263145,-0.05365260637185489,-0.011110666854168838,-1,2.25 --242092800,0.5451131463050842,0.5482520710727211,0.5273263769440639,0.5315115463204282,359757,0,0.02092569412865719,0.025590070163716838,0.028193663547892482,0.01660646980782847,30.68181744618346,0.5541113376617431,0.5694393754005432,0,-0.042719611860960516,-0.0005796916674250626,0.025268125159742704,-0.003744953556665709,0,-0.4215381399536918 --242006400,0.5608075857162476,0.5629002282811701,0.5555761320571486,0.5555761320571486,273645,0,0.007324096224021526,0.028791159262153698,0.03329905762120654,0.017488052177517106,43.299031434336975,0.5520188212394714,0.5689162462949753,0,-0.014252819516993531,0.3350621641583735,0.028384481212112265,-0.013158428741338213,-1,-0.23936156905911488 --241920000,0.569177508354187,0.5765014082517481,0.5576684027805876,0.560807173378658,199014,0,0.018833005471160513,0.014924767159220309,0.033138518641519926,0.017650821258536304,44.44425902738137,0.553483510017395,0.5691255033016205,0,9.137712554574406e-05,0.5010608309806067,0.014814488721252995,-0.0171427095685448,-1,-0.27272926601984326 --241833600,0.564992368221283,0.564992368221283,0.554529506277709,0.564992368221283,110989,0,0.010462861943573931,-0.007352961196596897,0.03343129466821144,0.01740006358998208,43.56416376939443,0.554320466518402,0.5687069743871689,0,-0.006531669793374273,0.42416901708982263,-0.007380127466046303,-0.025193332445692107,-1,-0.4423055664425618 --241574400,0.5587149262428284,0.5681315100627119,0.5587149262428284,0.5649926233305554,141606,0,0.009416583819883528,-0.011110666854168838,0.018486852666601678,0.01752338349152841,42.30762910360936,0.559761106967926,0.5678699404001236,0,-0.016121674182726697,0.3144142980900797,-0.01117285134963283,0.0019869709791697776,0,0.275856165926353 --241488000,0.5566225647926331,0.5566225647926331,0.5482523741657356,0.5566225647926331,103334,0,0.008370190626897478,-0.003744953556665709,0.016961014000281976,0.017478077208782427,40.384643826499456,0.5620629906654357,0.5671375602483749,0,-0.01854046741523674,0.29058805449064123,-0.0037519834518120214,0.027778707150756476,1,-0.2702710337132608 --241401600,0.5492982864379883,0.5587148692981254,0.5461595527789058,0.5566222274389145,145434,0,0.012555316519219595,-0.013158428741338213,0.011223340565739004,0.017157810417660017,40.776757022837,0.559761130809784,0.5655681222677231,0,-0.0287672433950108,0.18050125611310744,-0.013245767874723102,-0.009652996692776639,-1,0.40741672634370096 --241315200,0.5398818254470825,0.5513909381995521,0.5367430528911861,0.5492984104328552,243027,0,0.014647885308366027,-0.0171427095685448,0.00517446215992446,0.01737369885934336,33.96209886369682,0.5539019942283631,0.5638417512178421,0,-0.042494061000286854,0.06492141771671973,-0.017291346961789376,-0.011695658358847671,-1,0.6710466603407732 --241228800,0.526280403137207,0.5451134267976404,0.526280403137207,0.5398820101206807,214323,0,0.01883302366043338,-0.025193332445692107,0.00789565177285883,0.01772890304630231,30.251996647002187,0.5461596012115478,0.5611214190721512,0,-0.06209175902170316,-0.060986839991811335,-0.025516117334178603,-0.011834402635315655,-1,-0.11811033341974353 --240969600,0.5273261070251465,0.5273261070251465,0.5032616913880003,0.5262798629519532,476486,0,0.02406441563714623,0.0019869709791697776,0.010771777781476772,0.01779198931942162,31.09203749785769,0.5398818373680114,0.5585579991340637,0,-0.055915217680771234,0.03187992787862238,0.001984999563332505,0.015968215256785934,1,1.2232144940113754 --240883200,0.5419745445251465,0.5513909774276504,0.5336042037330748,0.5336042037330748,304262,0,0.017786773694575597,0.027778707150756476,0.020886186874680714,0.019192809271407412,39.23077563551699,0.5369522333145141,0.5568839460611343,0,-0.02677290599135196,0.27510946524494856,0.02739987844249569,-0.02947025682275861,-1,-0.3614460865586817 --240796800,0.5367428660392761,0.5419743172938775,0.53046520854798,0.5419743172938775,189446,0,0.0115091087458975,-0.009652996692776639,0.02060695216300255,0.01918770038561266,40.475992400615254,0.5344411492347717,0.554843682050705,0,-0.03262327137713483,0.22419308115614664,-0.009699888876082597,-0.0607280586222011,-1,-0.3773589866628103 --240710400,0.530465304851532,0.5356967188675883,0.5252338908354757,0.5356967188675883,164570,0,0.010462828032112625,-0.011695658358847671,0.019899676396604286,0.019113241296122862,38.93119480100422,0.5325578451156616,0.5529080718755722,0,-0.04059041306434541,0.1680681313660258,-0.011764590569931198,0.0,0,-0.13130918573102623 --240624000,0.5241875648498535,0.5262800537548723,0.514770982894416,0.5262800537548723,183706,0,0.011509070860456272,-0.011834402635315655,0.016906291605232503,0.018890933331523946,46.78888917344059,0.5321392774581909,0.5503446698188782,0,-0.047528587816855095,0.11956253975498994,-0.011904986610323971,-0.008621261198081487,-1,0.11627878714224948 --240364800,0.5325579047203064,0.533604187740883,0.5210488296822627,0.5241877551205909,118643,0,0.012555358058620292,0.015968215256785934,0.018536068064856078,0.019420445201384574,44.230813473869645,0.5331856369972229,0.5481997847557067,0,-0.028533174346959678,0.26379306233564476,0.015842064470852645,-0.12391236705005537,-1,-0.35416916159515743 --240278400,0.5168632864952087,0.5304650323256545,0.5158170424177956,0.5304650323256545,153088,0,0.014647989907858872,-0.02947025682275861,0.016260397385734055,0.0202472174912811,29.807442123904664,0.5281633853912353,0.5453224867582321,0,-0.05218783555434192,0.07548417781987934,-0.029913229570931888,0.1464028807996216,1,0.2903247557799449 --240192000,0.48547518253326416,0.514771224807859,0.48547518253326416,0.514771224807859,531981,0,0.029296042274594813,-0.0607280586222011,0.028181592959812613,0.023768843569723228,18.25399839584911,0.517909848690033,0.541032737493515,0,-0.10268797266804353,-0.18213619131415032,-0.06265023427091554,-0.04762052437029296,-1,2.475001306438127 --240105600,0.48547518253326416,0.5022158654062971,0.48547518253326416,0.48547518253326416,507104,0,0.016740682873032986,0.0,0.029453397071440575,0.02373882270768854,18.852493080936355,0.5089118242263794,0.5372137933969497,0,-0.09630916312950233,-0.05719660905677905,0.0,-0.03408967689214981,-1,-0.0467629483007852 --240019200,0.4812897741794586,0.49175263520590484,0.4624566166942009,0.4854747887499114,478400,0,0.029296018511703936,-0.008621261198081487,0.029634581014594534,0.023709819054311753,19.166620973643546,0.5003322660923004,0.5332379028201103,0,-0.09742017280826443,-0.006461292819568074,-0.008658639256128177,-0.04941260996074903,-1,-0.05660377358490565 --239760000,0.42165201902389526,0.4729198152890382,0.4206057740970601,0.4729198152890382,685069,0,0.05231404119197808,-0.12391236705005537,0.05015747762186883,0.03402520217446286,13.142843191510138,0.47815108895301817,0.5277449175715446,0,-0.2010306400217804,-0.24106668908138687,-0.13228915543508202,0.04703055601070427,1,0.4320004180602006 --239673600,0.48338308930397034,0.48547558090941795,0.4519945313838842,0.4519945313838842,1416064,0,0.03348104952553377,0.1464028807996216,0.10013884351460264,0.048496577504250175,36.12348449799602,0.4714550495147705,0.524658414721489,0,-0.07867085375811489,0.22005142319422616,0.1366291104383167,-0.007093320882082366,-1,1.06703850269097 --239500800,0.46036413311958313,0.48442854951215364,0.46036413311958313,0.48338230540611693,757786,0,0.02406441639257051,-0.04762052437029296,0.09861831603516363,0.04871304119095165,34.166685161420034,0.4664328396320343,0.5196362420916557,0,-0.11406461707422233,0.11493814230773143,-0.04879171475944177,-0.002380450196709294,0,-0.4648645823917563 --239414400,0.4446704685688019,0.47187384541933886,0.44467046856880194,0.46036476263243653,694637,0,0.02720337685053692,-0.03408967689214981,0.09921157430780654,0.04869440949569699,33.88436016547517,0.4582718968391418,0.5134108901023865,0,-0.13388968340713636,0.07126798710726298,-0.034684282300576456,0.0023861302609584634,0,-0.08333355327229586 --239155200,0.42269814014434814,0.4499014931701892,0.4185129707213119,0.4446700791267582,621920,0,0.0313885224488773,-0.04941260996074903,0.10037343951282898,0.04942411437834119,30.916196846382306,0.44655357003211976,0.5062961786985397,0,-0.16511686651296598,0.013631928629428216,-0.05067518015504412,-0.026189224766719255,-1,-0.10468345337204898 --239068800,0.44257786870002747,0.45617947740507137,0.4101430811975721,0.42269840643479484,801798,0,0.046036396207499275,0.04703055601070427,0.0847652351025144,0.05123410010331341,32.20986392718119,0.4507387399673462,0.5004893258213997,0,-0.11570967477943384,0.16609680513756803,0.04595811580896747,-0.02934142733446954,-1,0.2892301260612298 --238982400,0.43943852186203003,0.44780885798005216,0.43002194146460393,0.4425774456416371,346362,0,0.017786916515448226,-0.007093320882082366,0.040220184538731316,0.051216829674328904,32.45292858920985,0.44194982647895814,0.4946301236748695,0,-0.11158156200190927,0.18128617213190107,-0.007118598086457171,-0.020150046977123415,-1,-0.5680183786938855 --238896000,0.4383924603462219,0.4467626090123217,0.43734621563064374,0.43943870506180005,239200,0,0.009416393381677934,-0.002380450196709294,0.036909921455284905,0.05124433459173099,33.07702993344422,0.4375554919242859,0.4890848323702812,0,-0.10364740157323182,0.20543843336378145,-0.0023832879726294557,-0.02570721042739832,-1,-0.30939306274937783 --238809600,0.43943852186203003,0.44780885798005216,0.43943852186203003,0.43943852186203003,181792,0,0.008370336118022126,0.0023861302609584634,0.034268132280251315,0.05128678886267318,34.117700675503144,0.4365091025829315,0.4840626671910286,0,-0.09218671125362421,0.2383831443953089,0.002383287972629553,0.021108000751256295,1,-0.24 --238550400,0.42792996764183044,0.44257801749255904,0.42792996764183044,0.43943908965717265,260250,0,0.014648049850728595,-0.026189224766719255,0.027025873040419555,0.05130381143325382,30.62026847980495,0.43755546808242796,0.47914514541625974,0,-0.1068886500559989,0.20351493243215346,-0.026538270154807364,-0.049095246261565695,-1,0.4315811476852667 --238464000,0.41537389159202576,0.4279291984834243,0.41432745689999384,0.4279291984834243,371238,0,0.013601741583430471,-0.02934142733446954,0.014354965100834147,0.051426970465625534,30.980470435558985,0.43211467266082765,0.47354753464460375,0,-0.12284647009351901,0.16842572871227685,-0.029780496968508114,0.0,0,0.4264668587896254 --238377600,0.40700408816337585,0.4268835090042244,0.40595784305418303,0.4153744309200109,558771,0,0.02092566595004136,-0.020150046977123415,0.014307670191993936,0.0506541795971251,33.90566402866679,0.4256277859210968,0.4667990118265152,0,-0.12809565176492266,0.15361998419423598,-0.020355828200253504,-0.04619586124391173,-1,0.5051557222051621 --238291200,0.39654114842414856,0.4206057746700045,0.39340241363936773,0.40700401777808076,575994,0,0.027203361030636752,-0.02570721042739832,0.012836501391943277,0.050725165967218065,32.51035998827355,0.4172575235366821,0.4597889259457588,0,-0.13755828805905512,0.12865958244992198,-0.026043415201646464,-0.017094055241929418,-1,0.030823002625404605 --238204800,0.4049113392829895,0.409096508382488,0.35678233380407465,0.3965410010839926,2893363,0,0.052314174578413364,0.021108000751256295,0.021037198356927463,0.05132438006706739,35.22275180800864,0.410352087020874,0.4535112276673317,0,-0.10716358365440981,0.2024383605520811,0.020888312972472286,-0.020290437795057126,-1,4.023251978319219 --237945600,0.38503211736679077,0.4038652920444127,0.3714305116371217,0.4038652920444127,1197914,0,0.032434780407290975,-0.049095246261565695,0.025759600540763806,0.05198311471903126,41.626827840940535,0.4017725169658661,0.4465534552931786,0,-0.13776925740278245,0.11551368535002733,-0.05034137525012381,0.041421164017329426,1,-0.5859786691127246 --237859200,0.38503211736679077,0.3892172885108774,0.3798007011720664,0.38503211736679077,340621,0,0.009416587338811011,0.0,0.02660908604306961,0.051619220438358704,18.666645398680743,0.3957041621208191,0.43917716592550277,0,-0.12328748568839887,0.13197252571217968,0.0,-0.019886764790253864,-1,-0.7156548800665157 --237772800,0.36724522709846497,0.39026341305960327,0.35992128487557684,0.38503199848018654,621920,0,0.03034212818402643,-0.04619586124391173,0.030229100515460204,0.05200270848029789,19.31040362458286,0.3877523899078369,0.4316962629556656,0,-0.14929718273660297,0.044004963142203424,-0.0472969338989852,0.02318821075853328,1,0.8258416245621967 --237686400,0.3609675168991089,0.37456911651132946,0.3609675168991089,0.3672451753210345,495622,0,0.013601599612220572,-0.017094055241929418,0.030065973963375067,0.050917306620171215,20.58821373406289,0.38063766360282897,0.4254708796739578,0,-0.15160464759486814,0.05596021733787223,-0.017241845245861084,0.07082150231458817,1,-0.20307756624646256 --237600000,0.3536433279514313,0.3756152601845542,0.3536433279514313,0.3609674199273114,524326,0,0.021971932233122937,-0.020290437795057126,0.020783084445162633,0.05083626678036181,22.950819672131146,0.37038406133651736,0.4188792869448662,0,-0.15573928104499812,0.05697250845062202,-0.02049911633933061,-0.007936188576825653,-1,0.057915104656371286 --237340800,0.3682916462421417,0.3703841748765958,0.3442272041569422,0.3536436402944557,849638,0,0.026156970719653616,0.041421164017329426,0.032396757362468026,0.05235050448419051,19.658129437834177,0.36703596711158754,0.41322938054800035,0,-0.10874767482957015,0.18240120418065328,0.04058628419939622,0.026666496522216976,1,0.6204384295266685 --237254400,0.3609675168991089,0.3714303445828016,0.35782859221742114,0.36829141990111386,392288,0,0.01360175236538047,-0.019886764790253864,0.03232345248136849,0.04534662714695328,19.00832769145734,0.36222304701805114,0.410195155441761,0,-0.12001028751701426,0.168898572338853,-0.020087167860065615,0.033766349450990996,1,-0.5382880709196152 --237168000,0.36933770775794983,0.37143038810476586,0.35887487884828617,0.3609675591951022,273645,0,0.012555509256479691,0.02318821075853328,0.02890513950413675,0.028779242736888585,24.218732093196934,0.3626415431499481,0.40449288636446,0,-0.08691173514194839,0.2412027650188225,0.022923449283488193,0.002512031629555711,0,-0.3024385145607309 --237081600,0.3954947590827942,0.39863368366292445,0.38084676261125877,0.38084676261125877,782662,0,0.017786921051665683,0.07082150231458817,0.03956521172450495,0.03313110664666735,36.18427093636122,0.3695469915866852,0.40124941766262057,0,-0.014341849050769295,0.454094697494599,0.06842611307001975,-0.04010021806338071,-1,1.8601363079902793 --236995200,0.3923560380935669,0.40386530689849764,0.3871247744596663,0.3954949643024649,468832,0,0.016740532438831335,-0.007936188576825653,0.03678200847617867,0.032518091184247366,38.19439568010479,0.3772895336151123,0.3986336961388588,0,-0.01574793627858584,0.4470924930933933,-0.007967847734668947,0.03655317780513312,1,-0.40097768896407393 --236736000,0.40281879901885986,0.4049114413786875,0.3913096861110869,0.3923559309144045,195187,0,0.013601755267600601,0.026666496522216976,0.03535039394956746,0.03157673438355779,45.7747480418747,0.38419496417045595,0.3976397290825844,0,0.013024528379556921,0.5444279830574572,0.02631714259224634,-0.005037583492464859,-1,-0.5836738959797966 --236649600,0.41642051935195923,0.41746676406750494,0.4017725205098963,0.40281876522544197,357843,0,0.015694243557608623,0.033766349450990996,0.0281727105182953,0.030618901984569232,53.061178222708186,0.395285564661026,0.39633186161518097,0,0.050686456685340664,0.6821975622061967,0.0332087829027566,0.012658155736649856,1,0.833334187215337 --236476800,0.41746658086776733,0.41746658086776733,0.40805000067725006,0.41642033661135225,267904,0,0.009416580190517276,0.002512031629555711,0.030698532389949875,0.0306200468368584,57.24629290321701,0.4049113392829895,0.3952332645654678,1,0.056253656500151905,0.7124914926256121,0.0025088817520602493,0.00250082621476011,0,-0.25133647996467723 --236390400,0.4007260799407959,0.4080500191977887,0.398633591332992,0.4080500191977887,264077,0,0.00941642786479674,-0.04010021806338071,0.029513288411718352,0.03177673709993176,48.63009663089262,0.40595760345458987,0.39334994554519653,1,0.018752092072558346,0.5763032633642073,-0.04092639378569037,-0.002494587684483629,0,-0.014284967749641608 --236131200,0.41537389159202576,0.41537389159202576,0.39758698406436294,0.4007258680696021,256422,0,0.01778690752766282,0.03655317780513312,0.032000470211650714,0.033032094969820465,60.28353063026537,0.4105611741542816,0.3921467140316963,1,0.05923083562661713,0.7606646212754888,0.035900956744186086,0.025001354771455153,1,-0.028987757358649224 --236044800,0.4132814109325409,0.43525334216646167,0.4111889224296758,0.4153740903767958,717600,0,0.024064419736785858,-0.005037583492464859,0.03147470159895679,0.032562159245664184,59.44043909157999,0.41265369653701783,0.39141428619623186,1,0.05586695608076542,0.757189172377121,-0.005050314891173658,-0.03658657061958648,-1,1.7985118281582704 --235958400,0.4185127913951874,0.420605470680754,0.39967978528506454,0.4132813795933338,359757,0,0.020925685395689453,0.012658155736649856,0.027961602349303685,0.0320039902077087,68.70218600622039,0.41307215094566346,0.3915712311863899,1,0.06880372729929474,0.8139636304400963,0.012578710996799317,-0.01772052384931211,-1,-0.4986663879598662 --235872000,0.41955941915512085,0.4289760453842845,0.4164206837692029,0.41851317402648147,296608,0,0.01255536161508164,0.00250082621476011,0.02796148308426884,0.03161983570101389,72.22219459230219,0.41349071860313413,0.39219899773597716,1,0.06976157913988934,0.8094786745434034,0.0024977043526217585,-0.0025778749104827803,0,-0.1755323732408265 --235785600,0.4185127913951874,0.4185127913951874,0.4101426470770468,0.4185127913951874,158829,0,0.008370144318140593,-0.002494587684483629,0.016910379823084232,0.030968897332186676,75.83321346358073,0.4170480608940125,0.3932975798845291,1,0.06411229766036541,0.7757304987302448,-0.002497704352621652,0.012919522734582856,1,-0.4645154547416118 --235526400,0.4289761781692505,0.4321150672800178,0.41537456721529703,0.4185133035727771,204755,0,0.016740500064720776,0.025001354771455153,0.01235143267599611,0.03109965996228792,74.9999201961064,0.4197685182094574,0.39450082182884216,1,0.08738982134583684,0.8575528301453244,0.024693934317746948,-0.01530580139574611,-1,0.2891537439636338 --235440000,0.4132814109325409,0.4321145712238861,0.41014267817824324,0.42897568571647654,246854,0,0.021971893045642843,-0.03658657061958648,0.023109078145955544,0.030099171822227516,70.16103671765799,0.4197685182094574,0.39591328650712965,1,0.04386850610303639,0.6783359658990575,-0.03727264531454631,-0.012952845973371763,-1,0.2056067006910698 --235353600,0.4059578478336334,0.41223550950424515,0.40177267640604275,0.41223550950424515,271731,0,0.010462833098202395,-0.01772052384931211,0.023013293991447813,0.03048069151586769,64.22766148028964,0.4172575294971466,0.3969595730304718,1,0.022667987912388554,0.5925563512678145,-0.017879412186810786,0.013122823889953894,1,0.10077616728916694 --235267200,0.4049113392829895,0.4226981074673435,0.40281869745080756,0.40595762201079205,304262,0,0.019879410016535926,-0.0025778749104827803,0.02266141050222983,0.0282475096751084,54.54543100516563,0.41432791352272036,0.39884287863969803,1,0.015215166092443999,0.5650547611161566,-0.0025812033514433135,0.00518195010988487,1,0.1197176619524456 --235180800,0.41014260053634644,0.4132813326964675,0.40491115113985354,0.40491115113985354,176051,0,0.008370181556613954,0.012919522734582856,0.024389003701625275,0.02779051750221254,58.41565422405722,0.41265387535095216,0.4013016328215599,1,0.022030729485513323,0.6020917096690607,0.012836777623580879,0.02061756676945614,1,-0.42138354444524784 --234921600,0.4038650393486023,0.4122352236463754,0.4017723978034509,0.410142734854357,252595,0,0.010462825842924461,-0.01530580139574611,0.018424202896250304,0.027556436564521405,50.515438791019555,0.4076316475868225,0.40381271839141847,1,0.00012956738309832794,0.5007064008329168,-0.015424144281986579,0.02020243652037168,1,0.4347831026236715 --234835200,0.39863383769989014,0.40595778148328576,0.3975874399961656,0.40386525339396095,147347,0,0.008370341487120181,-0.012952845973371763,0.012605689515821503,0.02665099152633389,40.44956442145824,0.40470213294029234,0.4053298279643059,0,-0.01651985568899561,0.3991367752699697,-0.013037465586882548,0.0074253725976487495,1,-0.41666699657554584 --234748800,0.4038650393486023,0.4038650393486023,0.38921704498022475,0.39863362642714006,193274,0,0.014647994368377548,0.013122823889953894,0.013630984600569357,0.02609056093189021,43.01086367269932,0.4042835712432861,0.40747470408678055,0,-0.008858622883764378,0.4301984680168244,0.013037465586882423,-0.02211248836756674,-1,0.311692806775842 --234662400,0.4059578478336334,0.41014301926122415,0.4038653194023027,0.4038653194023027,158829,0,0.006277699858921459,0.00518195010988487,0.0138407003202675,0.025773149641485305,53.16473860786763,0.4044928729534149,0.40930571109056474,0,-0.008179370984126244,0.4103627963774691,0.005168570009849163,0.02010054710760678,1,-0.17821848774279003 --234576000,0.4143277108669281,0.41642039059242564,0.4059575647891846,0.4059575647891846,189446,0,0.010462825803241038,0.02061756676945614,0.01583860850162018,0.021040370078108116,49.315140651349935,0.40532989501953126,0.4102473586797714,0,0.009946077898679961,0.6158447998789025,0.020407901697779604,-0.019704476352453537,-1,0.1927670639492789 --234316800,0.42269814014434814,0.4247906675734291,0.41223531205748615,0.4143278012982757,265990,0,0.012555355515942945,0.02020243652037168,0.013907645246008323,0.02124283397138718,55.696255473649856,0.4090965151786804,0.41176446378231046,0,0.026553229634255215,0.8353741170932637,0.020001074781009986,-0.007538313492100435,-1,0.40404125713923755 --234230400,0.42583683133125305,0.4310682425047116,0.42269790825063697,0.42269790825063697,386547,0,0.00837033425407463,0.0074253725976487495,0.007099916951095168,0.02058523845339675,54.545451182556405,0.414537113904953,0.41291536539793017,1,0.03129325526762705,0.882714437431566,0.007397940231869116,-0.012658155736649856,-1,0.45323884356554767 --234144000,0.41642051935195923,0.4226981785867078,0.4143278389793934,0.4226981785867078,177965,0,0.00837033960731437,-0.02211248836756674,0.017378503939188557,0.019970344260142395,48.23526809770064,0.4170482099056244,0.41291536539793017,1,0.00848879515697143,0.6038174020308149,-0.022360634343230018,0.020513388695071688,1,-0.5396032047849291 --234057600,0.42479079961776733,0.4258371973165959,0.4143279300902773,0.41642061092302457,156915,0,0.01150926722631862,0.02010054710760678,0.01839732792694406,0.02045924933237446,53.26103749461667,0.42081480026245116,0.41328157633543017,1,0.027848382171761665,0.8269750556954898,0.01990119803361787,-0.005025709319723237,-1,-0.11828168460090471 --233971200,0.41642051935195923,0.42583710367481936,0.41642051935195923,0.42479070620609405,189446,0,0.009416584322860133,-0.019704476352453537,0.020841942170910673,0.01873476811277725,43.333141328580055,0.4212333619594574,0.4140662983059883,1,0.0056856137666900786,0.5708488545120901,-0.019901198033617843,-0.002525295573877928,0,0.20731606283656756 --233712000,0.4132814109325409,0.419559067382526,0.41014267817824324,0.41642033462822836,118643,0,0.009416389204282782,-0.007538313492100435,0.018013319197958334,0.016977679218325648,50.0,0.41935001611709594,0.41396167427301406,1,-0.0016433002926365958,0.4795176319253947,-0.007566870180617888,-0.005062800781370891,-1,-0.3737371071439882 --233625600,0.4080500304698944,0.41328144307531767,0.40805003046989435,0.41328144307531767,118643,0,0.005231412605423313,-0.012658155736649856,0.016933528755413877,0.01717829892363404,51.315558680491016,0.41579265594482423,0.41370010524988177,1,-0.013657416829939262,0.3319898287589721,-0.012738952741475228,0.01526677666471099,1,0.0 --233539200,0.41642051935195923,0.4185130087830506,0.40281876522544197,0.40805017974464486,133952,0,0.015694243557608623,0.020513388695071688,0.018908006928626115,0.017579987635647037,56.62659202662003,0.41579265594482423,0.41359549164772036,1,0.006830412229553717,0.5845090893071809,0.02030582292209301,0.01754444328160476,1,0.1290341613074517 --233452800,0.4143277108669281,0.4185128793765076,0.4101427332987641,0.41642039059242564,181792,0,0.008370146077743501,-0.005025709319723237,0.015265785451760395,0.017601853456688497,52.499993769108805,0.4137000381946564,0.4133339062333107,1,0.0024043627165115655,0.530145429760936,-0.005038380669649051,0.0024624632040688432,0,0.3571428571428572 --233366400,0.4132814109325409,0.41642033462822836,0.40595751023112325,0.41432765518397346,147347,0,0.010462824397105108,-0.002525295573877928,0.012835718388753319,0.017602039809705823,55.99989365964631,0.4130722165107727,0.4130723372101784,0,0.0005061431219881563,0.5064123159252306,-0.0025284895109688728,0.039313267751966086,1,-0.18947478436894916 --233107200,0.4111890494823456,0.4122352940570556,0.4049113529043467,0.4122352940570556,166483,0,0.0073239411527089016,-0.005062800781370891,0.012587355194820354,0.01656445914412382,58.333217946673955,0.41265374422073364,0.41218298077583315,1,-0.0024113836326205007,0.4657011626732756,-0.005075660178652574,0.023639150573831147,1,0.12987030614807216 --233020800,0.41746658086776733,0.42060550457840334,0.40805000067725006,0.41118892438788607,323398,0,0.012555503901153287,0.01526677666471099,0.012286215496743724,0.014830791815939999,58.90402139499821,0.41453705430030824,0.41239223927259444,1,0.012304648613473912,0.6728816427702226,0.015151412111330594,-0.003245140068733998,0,0.9425286665905828 --232934400,0.42479079961776733,0.4300222152873607,0.4153743659774092,0.4174668558686399,327226,0,0.0146478493099515,0.01754444328160476,0.011363996598859949,0.014631978769976284,61.538377266258614,0.41621111035346986,0.41333388686180117,1,0.02771830019297883,0.873451659756221,0.017392316281557647,0.03255949477863562,1,0.011836807896152823 --232848000,0.42583683133125305,0.4289756016587872,0.41851274112359965,0.4247904345317499,235373,0,0.010462860535187524,0.0024624632040688432,0.010315721146290483,0.014585577638859058,57.746470397555676,0.41851293444633486,0.4143801614642143,1,0.02764772769660717,0.8632680156862327,0.0024594363096122843,-0.031532802655227066,-1,-0.2807020224554284 --232761600,0.44257786870002747,0.4467628498180501,0.4258373332148892,0.4258373332148892,784576,0,0.020925516603160887,0.039313267751966086,0.01696606294860214,0.016618534680553406,62.02546022124368,0.42437222599983215,0.4160019248723984,1,0.06388418475655078,1.1634082263279741,0.03856017557709839,0.004651280971636362,0,2.3333305009495566 --232502400,0.4530400335788727,0.4593176869162552,0.4457159455675138,0.4457159455675138,434387,0,0.01360174134874137,0.023639150573831147,0.013431443926205466,0.016525744949550735,65.116198193054,0.43274242281913755,0.4184606745839119,1,0.08263466819037202,1.1869134913452675,0.023364072494915386,0.009259756204029523,1,-0.4463417183293906 --232416000,0.4515698552131653,0.4568206688201755,0.44946960643017003,0.4547204200371803,216237,0,0.007351062390005492,-0.003245140068733998,0.01701377648046388,0.01607970416118095,71.42359433410472,0.4395630776882172,0.42110747545957566,1,0.07233872949024356,1.0554018893361743,-0.003250416955016198,-0.027523097606323543,-1,-0.5022019535575419 --232329600,0.4662727415561676,0.46942311832231054,0.45262049562371176,0.45262049562371176,466918,0,0.01680262269859878,0.03255949477863562,0.018616740993076565,0.01706605071219212,73.4714581006962,0.4478594660758972,0.42422786056995393,1,0.09910919318152756,1.1403073553805947,0.03204066625459611,-0.007075146356431472,-1,1.159288188422888 --232243200,0.4515698552131653,0.4662722099726027,0.4505197308216677,0.4662722099726027,340621,0,0.015752479150935028,-0.031532802655227066,0.029289881815884943,0.019157735510909407,68.55837642687023,0.4530060708522797,0.4265084609389305,1,0.05875943051414212,0.8706169544690683,-0.032040666254596166,0.004751250131192819,0,-0.27049074998179556 --232156800,0.4536702334880829,0.4557706360127577,0.44946969674811804,0.45156994595314437,156915,0,0.006300939264639649,0.004651280971636362,0.025047272637751146,0.01882491896369556,71.56125406891461,0.45522454380989075,0.42847558706998823,1,0.058800657910013765,0.8561735446563069,0.004640497190299998,0.02127526109776179,1,-0.5393267003502427 --231897600,0.45787110924720764,0.4589212342756217,0.45472069583203784,0.45472069583203784,122470,0,0.004200538443583868,0.009259756204029523,0.023157090969357908,0.018507398020339773,76.89247501409199,0.45619075894355776,0.43023423552513124,1,0.06423680739479898,0.8676369680197938,0.009217147490446716,-0.009258048222493764,-1,-0.2195137494822037 --231811200,0.44526907801628113,0.45892112166491045,0.44421895324554816,0.4578709968941775,177965,0,0.014702168419362283,-0.027523097606323543,0.026868468722324186,0.019789012195531017,64.891624635131,0.4549306035041809,0.43120584785938265,1,0.0326137278209746,0.6845105025252959,-0.027908954523592915,-0.014019095308457907,-1,0.4531313791132523 --231724800,0.44211873412132263,0.4442191763673873,0.4368679159806923,0.4442191763673873,239200,0,0.00735126038669498,-0.007075146356431472,0.01846542623059159,0.019080894878780803,64.19078993822787,0.4500998020172119,0.4324907585978508,1,0.022261690757707786,0.6275508538436528,-0.007100293889599014,-0.011848933877048662,-1,0.3440845109993538 --231638400,0.44421935081481934,0.4473697279465558,0.4410687820333201,0.4421189077438989,101421,0,0.006300945913235656,0.004751250131192819,0.014889086039350626,0.01866834846176533,65.62939908780515,0.44862970113754275,0.4334621861577034,1,0.024816846776115842,0.641888848983311,0.004739998567541788,-0.0143889861540214,-1,-0.5759991638795987 --231552000,0.4536702334880829,0.45472051141024455,0.44211844123140454,0.4442188820859915,214323,0,0.012602070178840019,0.02127526109776179,0.018496203124548135,0.018360498052461687,69.97571688987846,0.44862970113754275,0.43532467186450957,1,0.0421422510812417,0.7411247133227823,0.02105210235520351,0.002434498706832322,0,1.1132014079924275 --231206400,0.4494701325893402,0.4599716187770031,0.44631956407720363,0.45367067340247635,193274,0,0.013652054699799465,-0.009258048222493764,0.01806184479434039,0.018423528361250024,65.34874314112523,0.44694950580596926,0.4371341079473495,1,0.028220229027464683,0.6664472714736439,-0.009301170308194488,-0.009708834831677948,-1,-0.09821157785212042 --231120000,0.443168967962265,0.44631953627816834,0.436868022980193,0.44631953627816834,177965,0,0.009451513297975334,-0.014019095308457907,0.014175443789431435,0.018492103860005226,58.90142750449857,0.446529483795166,0.4388900548219681,1,0.009749396445158931,0.5620245830147549,-0.014118291005631813,0.002450587777290014,0,-0.07920879166364847 --231033600,0.43791788816452026,0.4389682047451619,0.428466533805786,0.4389682047451619,380806,0,0.010501670939375929,-0.011848933877048662,0.01484330165291775,0.01841430973536449,55.622410696329375,0.44568931460380556,0.4399649232625961,1,-0.004652723410075277,0.4688388778036464,-0.011919691988264392,0.012225205730343136,1,1.13978029387801 --230947200,0.4316166937351227,0.4368675069596328,0.4305665694201223,0.4368675069596328,141606,0,0.006300937539510498,-0.0143889861540214,0.015189026407696322,0.018736742213230885,44.349722491237216,0.44316878318786623,0.44082937240600584,1,-0.020898513682518938,0.3507086380944656,-0.014493511502759458,0.033816770508424465,1,-0.6281413633188553 --230688000,0.43266746401786804,0.43266746401786804,0.4232159511220725,0.4316171851873822,141606,0,0.009451512895795544,0.002434498706832322,0.0069335689449547145,0.018703532372724953,38.369881294834286,0.43896822929382323,0.4417986750602722,0,-0.020668262622468125,0.33881445487853745,0.0024315401156735383,0.0,0,0.0 --230601600,0.4284667670726776,0.4347677500687448,0.4263663627474319,0.43266746073333406,181792,0,0.008401387321312903,-0.009708834831677948,0.006933930580257529,0.018830309746858544,37.209845639282506,0.43476755619049073,0.44266256093978884,0,-0.03206910888730463,0.21928588460302126,-0.009756272863632509,-0.007009017210575896,-1,0.28378741013798847 --230515200,0.4295167624950409,0.4305669260096737,0.42531607010657607,0.4284666373103414,130125,0,0.005250855903097651,0.002450587777290014,0.008072613366610566,0.018579636167574767,26.027568201326076,0.4320371150970459,0.4432650700211525,0,-0.031015995745966474,0.2043317370294227,0.00244758998363505,0.0,0,-0.28420942615736666 --230428800,0.4347676932811737,0.4358178186467435,0.42531614336170565,0.42951683647368477,135866,0,0.01050167528503787,0.012225205730343136,0.010641042056826961,0.018376146095806817,37.50044895662481,0.4314070761203766,0.4437639147043228,0,-0.020272539350440932,0.29529550654770476,0.012151081414628472,-0.00941265585679818,-1,0.04411911623438991 --230342400,0.4494701325893402,0.4526205094517304,0.4368680501905403,0.4368680501905403,160742,0,0.015752459261190066,0.033816770508424465,0.01627448001371208,0.0197637134408362,47.36879052337418,0.4349777638912201,0.44494557976722715,0,0.01016877799860394,0.6108960135828205,0.0332575558463512,-0.030878508407424232,-1,0.18309216433839226 --230083200,0.4494701325893402,0.4515703838309337,0.44526943845640693,0.4494701325893402,189446,0,0.006300945374526745,0.0,0.016526198497553848,0.017808648697614008,44.4446984501361,0.4383382976055145,0.4452901929616928,0,0.009387001316705446,0.6021274593980879,0.0,-0.039216290454747726,-1,0.17857187293924426 --229996800,0.4463197886943817,0.452620737239956,0.4431692185966731,0.4494703587920903,166483,0,0.009451518643282919,-0.007009017210575896,0.015842856389935597,0.017053706204275244,50.79406120775863,0.4419089019298553,0.4449541807174683,0,0.0030690979792828976,0.5338914891310376,-0.007033695754202908,0.010204335753153382,1,-0.12121132143196478 --229910400,0.4463197886943817,0.4484200409929588,0.4431692185966731,0.4463197886943817,118643,0,0.005250822396285715,0.0,0.016104669873421105,0.01704274152020301,53.333629731652316,0.4452695071697235,0.4446916773915291,1,0.003661213792897522,0.5408675753373343,0.0,-0.02272708053875483,-1,-0.28735666704708585 --229824000,0.44211873412132263,0.4494699945080176,0.44211873412132263,0.44631942696376437,187533,0,0.00735126038669498,-0.00941265585679818,0.017469834695550086,0.015254882826507547,48.386887109789626,0.4467397153377533,0.4434839770197868,1,-0.0030784492094587668,0.46018749454670627,-0.00945723486034797,-0.0025845191665067047,0,0.5806495115598898 --229737600,0.4284667670726776,0.441068694734867,0.4263663627474319,0.441068694734867,244941,0,0.014702331987435091,-0.030878508407424232,0.012686067756541623,0.015190010442139808,31.818760330152088,0.44253904223442075,0.44232882261276246,1,-0.031338802337600336,0.11379466982333775,-0.03136529663006391,0.005182505949063332,1,0.3061221225064388 --229478400,0.41166388988494873,0.4242657702112829,0.41166388988494873,0.4242657702112829,342534,0,0.012601880326334192,-0.039216290454747726,0.016823377693019777,0.017142726520305594,26.923355387025012,0.4349777936935425,0.4402285054326057,0,-0.06488588356991332,-0.15573932635070528,-0.04000596345455268,-0.028350569754184596,-1,0.3984347250970641 --229392000,0.41586464643478394,0.41691496348708584,0.4022125945716909,0.4116641448244029,208582,0,0.014702368915394948,0.010204335753153382,0.020757780572968735,0.017184478970055102,32.89505275535012,0.42888676524162295,0.4381281822919846,0,-0.05081511931219118,0.009596489176831577,0.010152623017612947,0.013261900229265544,1,-0.3910619091827381 --229305600,0.4064132571220398,0.41901518263030035,0.40536313179879496,0.41586461501087374,183706,0,0.013652050831505391,-0.02272708053875483,0.019408341908731547,0.016879384585796284,31.250461147277676,0.42090545892715453,0.4361853912472725,0,-0.06825568834412188,-0.06248732354479361,-0.022989321566699764,-0.002617976853637516,0,-0.11926244834165944 --229219200,0.4053628742694855,0.4148142261538225,0.4032624716376397,0.4064129989255802,260250,0,0.011551754516182844,-0.0025845191665067047,0.02041353603762077,0.016872061741437,33.3337873855221,0.4135542869567871,0.4343475982546806,0,-0.0667316317660398,0.011116487834610184,-0.0025878648019836696,0.007873950060541368,1,0.41666575941994277 --229132800,0.4074636697769165,0.41061420099169926,0.40326297426719343,0.40536337951699775,170310,0,0.007351226724505833,0.005182505949063332,0.02067084706499204,0.016884367656307984,34.210845670122225,0.4093536674976349,0.4325098142027855,0,-0.05790884646637384,0.10322603425283047,0.0051691229833926286,0.015624131639594419,1,-0.34559077809798266 --228873600,0.39591184258461,0.41061418030296093,0.39591184258461,0.40746364924691725,225805,0,0.014702337718350944,-0.028350569754184596,0.017065619147971636,0.016591605940882884,31.325638581437673,0.4062032580375671,0.42962189465761186,0,-0.07846446489852943,0.002707208147964591,-0.028760208049597457,0.005128991748469147,1,0.3258469849098702 --228787200,0.40116238594055176,0.4043127998246674,0.39906198225136347,0.39906198225136347,271731,0,0.005250817573303923,0.013261900229265544,0.017899950628577715,0.017160036841939234,34.48296333216014,0.4032628059387207,0.4272065073251724,0,-0.06096377498481531,0.12591809461880443,0.013174731070454868,0.00510173350781451,1,0.20338787892207888 --228700800,0.4001121520996094,0.40641309314652946,0.3990618738803667,0.4011622769991603,126298,0,0.007351219266162778,-0.002617976853637516,0.015607453300912153,0.017052165455997793,30.12063558057261,0.40200258493423463,0.42505366653203963,0,-0.05867850673051478,0.15321227638624915,-0.002621409747841278,-0.002537450790028206,0,-0.5352094534668477 --228614400,0.4032626152038574,0.4032626152038574,0.3969616350445818,0.4001122017840751,135866,0,0.006300980159275604,0.007873950060541368,0.016363214913782495,0.01720234053891846,19.444579110565087,0.40158253312110903,0.4233209028840065,0,-0.047383173246337895,0.2266019228015501,0.007843112286717158,-0.00763467811059626,-1,0.07575733582479538 --228528000,0.40956324338912964,0.40956324338912964,0.4032623063850477,0.4032623063850477,105248,0,0.0063009370040819634,0.015624131639594419,0.017929661460234864,0.017551367247274484,25.640764431320775,0.40200244784355166,0.42221823036670686,0,-0.02997262095145925,0.32879293218126604,0.015503331534585014,-0.007691086341205189,-1,-0.2253543932992802 --228268800,0.41166388988494873,0.41481426414173833,0.410613726802768,0.410613726802768,91853,0,0.004200537338970356,0.005128991748469147,0.00718868377358694,0.017601278978269234,28.571375921330656,0.4051528573036194,0.4211680516600609,0,-0.022566198308848207,0.3712227407247134,0.0051158832733595155,0.02067065357499609,1,-0.12727082699908787 --228182400,0.413764089345932,0.41481421397118573,0.41061367714025787,0.41166384009542456,84198,0,0.004200536830927859,0.00510173350781451,0.0065521727895646,0.01758634972804526,30.37956722496787,0.4076731979846954,0.4204329177737236,0,-0.015861813254548163,0.40957551751576216,0.005088763758854201,-0.020252030860880676,-1,-0.08333968406040082 --228096000,0.4127141833305359,0.4211153764321438,0.4127141833305359,0.4137643085120286,231546,0,0.008401193101607918,-0.002537450790028206,0.0065250543446007765,0.01756128880297813,31.57900829217492,0.41019360423088075,0.41959278881549833,0,-0.016393526457832097,0.4064624026226819,-0.0025406755745939554,-0.007752310887920388,-1,1.7500178151500037 --228009600,0.40956324338912964,0.4127138077159166,0.40851311916336464,0.4127138077159166,103334,0,0.004200688552551957,-0.00763467811059626,0.008831550055364066,0.017283059052456844,36.36337446914084,0.41145372986793516,0.41833256632089616,0,-0.020962563371267007,0.3792239404186776,-0.007663971457619709,0.0026039726712570044,0,-0.553721506741641 --227923200,0.4064132571220398,0.4095636714217127,0.40536313179879496,0.4095636714217127,101421,0,0.0042005396229177205,-0.007691086341205189,0.006414106249837767,0.014989739867332317,45.28318758446687,0.4108237326145172,0.4161797225475311,0,-0.023466942035783367,0.35436249935354575,-0.007720815275727255,-0.023375771008595225,-1,-0.018512783788491638 --227664000,0.4148140847682953,0.4169145250141396,0.40536273610536266,0.4064128604035323,112902,0,0.01155178890877695,0.02067065357499609,0.011881418051229458,0.016023373968769287,49.122466364654294,0.4114537715911865,0.4144469201564789,0,0.000885914682820621,0.5061931405480978,0.0204599147403503,-0.02127688319341714,-1,0.1132014079924275 --227577600,0.4064132571220398,0.4169149319838107,0.40536313179879496,0.4148144896876289,135866,0,0.011551800185015726,-0.020252030860880676,0.015003646948226177,0.016427976980585575,50.0,0.4099836051464081,0.41245159357786176,0,-0.014640109408819768,0.3826258994105007,-0.02045991474035028,-0.0380439455680226,-1,0.203397636888629 --227491200,0.4032626152038574,0.40746330697330224,0.39801176007453337,0.406413143613423,155002,0,0.00945154689876887,-0.007752310887920388,0.015101903502641623,0.0164065939705983,48.2758890646552,0.4080932915210724,0.41029873490333557,0,-0.017148772591599193,0.32801426288093455,-0.007782516258857834,0.08474587141150991,1,0.14084465576376726 --227404800,0.40431270003318787,0.40851339138495996,0.4032625751076498,0.4032625751076498,158829,0,0.005250816277310166,0.0026039726712570044,0.015269227357684942,0.016453771155421914,47.36795199186654,0.40704318284988406,0.40840843319892883,0,-0.01002852251032238,0.354378680362391,0.0026005882085131655,-0.03906239838335679,-1,0.024690003999948473 --227318400,0.3948615789413452,0.40431293883299924,0.39381126174583747,0.40431293883299924,290867,0,0.010501677087161765,-0.023375771008595225,0.017977365399467263,0.015892569272130383,49.09079181942255,0.40473284721374514,0.4067281737923622,0,-0.029175738529180317,-0.001792041770418603,-0.023653318127816216,-0.016260333923339698,-1,0.8313217359550209 --227059200,0.38646015524864197,0.3896107232419937,0.3822594618074112,0.3896107232419937,399942,0,0.007351261434582479,-0.02127688319341714,0.011120599874973738,0.014215405016805833,37.93077464695696,0.3990620613098145,0.4054679870605469,0,-0.04687874855349938,-0.14894780738207256,-0.021506498918628575,0.03856853161499285,1,0.3749995702503206 --226972800,0.3717576861381531,0.3822593200211437,0.370707522749854,0.3822593200211437,426733,0,0.011551797271289688,-0.0380439455680226,0.015572464439303636,0.015846743114177216,30.985512969737286,0.3921309471130371,0.40326263904571535,0,-0.07812514688223016,-0.27750039764044154,-0.038786510823501354,0.021219010256765758,1,0.06698721314590617 --226886400,0.4032626152038574,0.4032626152038574,0.3696573876877207,0.37175767607755156,530067,0,0.033605227516136704,0.08474587141150991,0.04906828680904116,0.025167651469424023,50.0,0.3921309471130371,0.4031051069498062,0,0.0003907374313438794,0.5038975256677045,0.08134573966143309,-0.018181646636051485,-1,0.24215141552211805 --226800000,0.38751021027565,0.3938111534675903,0.3801591418266663,0.3938111534675903,199014,0,0.013652011640924,-0.03906239838335679,0.052154131192,0.02663638766688418,40.18699917329529,0.38877044916152953,0.40221247375011443,0,-0.036553474678158726,0.1553971147659216,-0.039845802799804195,0.02910136486808912,1,-0.6245493494218655 --226713600,0.3812091648578644,0.3896105479606391,0.3801590398824247,0.38751010636013106,128211,0,0.009451508078214377,-0.016260333923339698,0.05170446144072809,0.026766684561070512,36.93679367110906,0.3860399663448334,0.4008997485041618,0,-0.04911597904405529,0.0743001210685985,-0.016393983929169118,0.015422565558706802,1,-0.35576894087853117 --226454400,0.39591184258461,0.4043130798609136,0.39066102137447034,0.39066102137447034,241114,0,0.013652058486443241,0.03856853161499285,0.054147096701994954,0.027599574157213487,43.0895929631337,0.387930303812027,0.4008997485041618,0,-0.012441778619624255,0.3921641438254825,0.037843353119642556,0.0,0,0.8806030683794681 --226368000,0.40431270003318787,0.4064131032039598,0.3927609042231055,0.39591147064933946,210496,0,0.013652198980854291,0.021219010256765758,0.04826541477913416,0.02785164310166465,46.92298977113244,0.39444130659103394,0.4010572642087936,0,0.008117134671071335,0.5702277696095476,0.020997021817843717,0.005063923739107468,1,-0.126985575288038 --226281600,0.39696162939071655,0.4043127344752431,0.3959115043757218,0.4043127344752431,352102,0,0.008401230099521262,-0.018181646636051485,0.03170563595216096,0.028166393566852417,45.522462658245004,0.3931811094284058,0.400899738073349,0,-0.009823175992975886,0.41530024458285986,-0.018348963945671645,-0.020150207282905175,-1,0.6727253724536333 --226195200,0.40851375460624695,0.4095638804654821,0.3938113792976274,0.39696194852512273,451610,0,0.015752501167854704,0.02910136486808912,0.02639481314574807,0.028870908353629363,50.70428587045521,0.3973818182945251,0.40116229504346845,0,0.018325400102674028,0.656565254358314,0.028685960132558867,0.03341876864451865,1,0.28261128877427555 --226108800,0.4148140847682953,0.4221653381544928,0.404312458487589,0.40851314732977256,474573,0,0.017852879666903798,0.015422565558706802,0.021618429021781984,0.028865582125300115,50.0,0.40410280227661133,0.40142483711242677,1,0.033354307999927224,0.7791192300505965,0.015304846603807785,0.01990091018813067,1,0.05084696973051961 --225849600,0.4148140847682953,0.41901477361047884,0.40956327162794215,0.4148140847682953,271731,0,0.009451501982536692,0.0,0.018795932392265662,0.028849978884006,53.03013852952527,0.4078832507133484,0.4015823468565941,1,0.03294900290133085,0.772177956710833,0.0,-0.02439158771380956,-1,-0.4274200175736925 --225676800,0.4169146716594696,0.41901492099454934,0.4064130033550114,0.4148142306748174,677414,0,0.01260191763953794,0.005063923739107468,0.017632998818623933,0.02884968121073526,54.96181750868316,0.4104036450386047,0.40173987597227095,1,0.03777268972982428,0.8074613348746311,0.005051145198836333,0.02500141184376581,1,1.4929581093066306 --225590400,0.40851375460624695,0.417965270638943,0.4053633386985836,0.41691514477970787,493709,0,0.012601931940359412,-0.020150207282905175,0.018324192560493495,0.029222247700868686,51.44941961111086,0.4127140700817108,0.4015298545360565,1,0.01739322740586724,0.6433848843569389,-0.020355991802644236,0.012194963259926972,1,-0.2711857150870811 --225504000,0.42216578125953674,0.42531615746067924,0.4074634507050863,0.4085135761054671,396115,0,0.017852706755592918,0.03341876864451865,0.019738687356964144,0.030095019971866848,59.154934925584556,0.4154444754123688,0.4021599814295769,1,0.0497458741639194,0.8871703383449274,0.03287249873864831,0.007228234638932962,1,-0.19767514872121028 --225244800,0.43056726455688477,0.4316173905672792,0.4263665688654893,0.4263665688654893,292781,0,0.005250821701789921,0.01990091018813067,0.020323483941912673,0.030262320703902106,64.78884273447734,0.41859511137008665,0.4033676818013191,1,0.06743123949370577,0.9727870452366755,0.019705475702734787,-0.0033613208042266862,0,-0.2608686871236888 --225158400,0.4200650453567505,0.43581752863703027,0.4200650453567505,0.4305667136535752,962541,0,0.015752483280279783,-0.02439158771380956,0.025005823946747944,0.03057822550082987,66.66659811902531,0.41964530348777773,0.40363022983074187,1,0.040717504070248545,0.780495880297998,-0.024693989997974924,0.02650523143371175,1,2.287580136689198 +Date,Close,High,Low,Open,Volume,Symbol,Spread,Return,Volatility_5,Volatility_20,RSI,Moving_Average_5,Moving_Average_20,Trend_Signal,Dist_From_MA20,BB_Pos,Log_Return,Target_Close,Volume_Chg +-249955200,0.5309498310089111,0.5340792783727715,0.526777297978745,0.526777297978745,170310,0,0.007301980394026519,0.007920469434908428,0.010200630749928278,0.011124639731917471,46.96961039455754,0.5324102640151978,0.5365306735038757,0,-0.010401721225961391,0.3491926788505075,0.007889267166327313,0.0017893465343254977,-0.21239195882295814 +-249868800,0.5507695078849792,0.5591144254364069,0.5340795204901007,0.5340795204901007,327226,0,0.025034904946306225,0.037328718682152706,0.019968335899528854,0.014089847072630174,60.241102371094705,0.5353310585021973,0.5361134320497513,0,0.027337639684185122,0.9403418911901438,0.03664886906695101,-0.0017861504921327098,0.9213551758557923 +-249782400,0.5674594640731812,0.5705887223186141,0.5486831150675058,0.5507694775961461,319571,0,0.02190560725110835,0.030302977832402656,0.021313273071756775,0.015701448973224313,74.15725143202734,0.5422157645225525,0.5365306884050369,1,0.057645865067079916,1.302121588917061,0.029852912222305964,-0.0017893465343256088,-0.02339361786655092 +-249696000,0.5737180709838867,0.5758042427840848,0.5695455370185051,0.5695455370185051,239200,0,0.006258705765579742,0.011029170023497015,0.020805328783411063,0.014493065352027495,74.44423210860703,0.5499348759651184,0.5379910439252853,1,0.0664082189880526,1.20587263470063,0.010968792266513346,-0.0017912228034582256,-0.25149653754564716 +-249436800,0.5831063389778137,0.5831063389778137,0.5716318207352376,0.5737181833088979,233459,0,0.01147451824257617,0.016363904971350873,0.012691660556580366,0.014656014937953987,74.44437813396382,0.5612006425857544,0.5400772869586945,1,0.07967202668608087,1.1645221885112587,0.016231459211629887,-0.008977827438595987,-0.02400083612040138 +-249350400,0.5841497182846069,0.5841497182846069,0.577891008152234,0.5831066316567312,210496,0,0.006258710132372891,0.0017893465343254977,0.014402523665870885,0.01463691549060865,78.16092784432769,0.5718406200408935,0.5422156989574433,1,0.07733826115288278,1.0530073576201133,0.0017877475609430528,-0.01449206652030266,-0.09835988331998335 +-249264000,0.5831063389778137,0.5862356353637752,0.5799768902998343,0.5841494250821327,221978,0,0.006258745063940863,-0.0017861504921327098,0.012730297260969109,0.014251250056549624,76.19027212050469,0.5783079862594604,0.5446148902177811,1,0.07067645312569515,0.9594453293553569,-0.0017877475609431462,-0.029411715276369987,0.05454735481909401 +-249177600,0.5820629596710205,0.5841492836666025,0.5810198738192202,0.5831061978148021,116730,0,0.003129409847382303,-0.0017893465343256088,0.008183381276120043,0.014194287896345472,81.01203107799442,0.5812286853790283,0.5470662415027618,1,0.06397162813798296,0.8916280513192241,-0.0017909493270887144,0.003787506984291422,-0.47413707664723537 +-249091200,0.5810203552246094,0.5862359791700018,0.5716321559768494,0.5820634419406611,153088,0,0.014603823193152454,-0.0017912228034582256,0.007872112839072175,0.013123646304395735,79.22058165481694,0.5826891422271728,0.5499870240688324,1,0.05642556969106427,0.8404531661076132,-0.0017928289613016464,0.0,0.311470915788572 +-248832000,0.5758040547370911,0.5799765873398004,0.573717883618198,0.5799765873398004,110989,0,0.006258703721602421,-0.008977827438595987,0.0039331001504551355,0.013455325714066711,76.24930271891412,0.5812286853790283,0.5523861885070801,1,0.04239401114155639,0.7561289068418939,-0.009018370975696912,-0.01400449814600524,-0.2749986935618729 +-248745600,0.5674594640731812,0.57997687778495,0.5674594640731812,0.5758043430926876,183706,0,0.012517413711768843,-0.01449206652030266,0.005786015302371405,0.013704421654556915,67.85700923962693,0.5778906345367432,0.5538987368345261,1,0.024482322014585556,0.6486849113264829,-0.014598102214055783,0.040307015050057515,0.6551730351656471 +-248659200,0.5507695078849792,0.5674594952798577,0.547640059102428,0.5674594952798577,179878,0,0.01981943617742976,-0.029411715276369987,0.011450819745249882,0.015342176834476357,58.76303174036544,0.5714232683181762,0.5547854155302048,1,-0.007238668380255775,0.4549505410223467,-0.029852912222306075,-0.003689573808661195,-0.020837642755272 +-248572800,0.5528555512428284,0.5612006191402911,0.5497261412630305,0.5507693794509548,187533,0,0.011474477877260525,0.003787506984291422,0.012800007813990912,0.015284409786909883,58.76281311539919,0.5655817866325379,0.5555677682161331,1,-0.004881883234539197,0.46904996552199824,0.003780352439282486,-0.009259095153879016,0.04255662171027019 +-248486400,0.5528555512428284,0.5612006191402911,0.5507693794509548,0.5528555512428284,218150,0,0.010431239689336236,0.0,0.0131145854588938,0.014973819694803402,64.04484931987048,0.5599488258361817,0.556663054227829,1,-0.006839870108287016,0.4549873424001391,0.0,-0.0037381656963827448,0.16326193256653498 +-248227200,0.5451130867004395,0.5503445001135093,0.5451130867004395,0.5503445001135093,197101,0,0.005231413413069874,-0.01400449814600524,0.013226191362992691,0.015366429642332775,57.34543125428137,0.5538106322288513,0.5572147279977798,0,-0.02171809302461325,0.3535982161894739,-0.014103486404111751,-0.0075049184326299034,-0.09648865459546185 +-248140800,0.5670849680900574,0.5670849680900574,0.547205713611368,0.547205713611368,174138,0,0.019879254478689323,0.040307015050057515,0.025981164401863918,0.017618405960776528,58.27684968819092,0.5537357330322266,0.5589693129062653,0,0.014518963736302792,0.6020271273560616,0.039515876367235164,0.009451196726568911,-0.11650372144230625 +-248054400,0.5649926662445068,0.568131553215077,0.5608074963465118,0.567085155722765,126298,0,0.0073240568685651875,-0.003689573808661195,0.02067209980705081,0.017652142830487928,48.5310236336738,0.5565803647041321,0.5604106694459915,0,0.008176141262701053,0.5597288972009938,-0.0036963970745718827,-0.0037447417912949144,-0.27472464367340843 +-247881600,0.5597613453865051,0.5649927994452746,0.5587151004007169,0.5649927994452746,124384,0,0.006277699044557661,-0.009259095153879016,0.021705184735197294,0.01775622565267104,41.585832735029285,0.5579615235328674,0.5617469400167465,0,-0.0035346781420513285,0.47252846953290506,-0.009302227023251852,-0.005639083050679616,-0.015154634277660728 +-247622400,0.5576688647270203,0.5639465256880991,0.5524374487692001,0.5597613547335375,170310,0,0.01150907691889902,-0.0037381656963827448,0.021883823033755582,0.017808725698899793,33.18518868742268,0.5589241862297059,0.5628742575645447,0,-0.009247878664849996,0.42341543454741404,-0.0037451700989630902,-0.009451842866518012,0.3692275533830718 +-247536000,0.5534836053848267,0.5608075483678847,0.5534836053848267,0.5576687756710444,124384,0,0.007323942983058052,-0.0075049184326299034,0.02087077268610043,0.01747161818983028,30.537351464960636,0.5605982899665832,0.5642095625400543,0,-0.019010590864393828,0.3204040454341923,-0.007533222032697705,0.0,-0.2696612060360519 +-247449600,0.5587146878242493,0.5587146878242493,0.5482518638094724,0.5534832758168609,116730,0,0.010462824014776828,0.009451196726568911,0.007340126030706797,0.01749939380242338,35.300862068965515,0.5589242339134216,0.5655978053808213,0,-0.012169632716197643,0.3657377487866691,0.009406813596766064,0.00763371310193528,-0.06153524569076407 +-247363200,0.5566224455833435,0.5639465040194891,0.5524374275428052,0.5587150882626765,139693,0,0.011509076476683866,-0.0037447417912949144,0.007341560552366686,0.01551914589373098,34.86017634827542,0.557250189781189,0.5658904522657394,0,-0.01637773997650649,0.3149895489205107,-0.0037517708904312346,0.005681047598383282,0.19671892401267876 +-247276800,0.5534836053848267,0.5608075483678847,0.5482521902624286,0.5566223780816669,267904,0,0.01255535810545616,-0.005639083050679616,0.006716878793760387,0.013900259677113834,34.01159772586011,0.5559946417808532,0.5651916593313218,0,-0.020715192365624913,0.27164685083205375,-0.00565504270633482,0.0018839150028189255,0.9178054734310237 +-247017600,0.5482521653175354,0.5555760697790644,0.5482521653175354,0.5534835802019098,202842,0,0.007323904461528974,-0.009451842866518012,0.0074792764956700215,0.013708500298458305,34.00561929938685,0.5541113018989563,0.5639183640480041,0,-0.027780969248831,0.20297507148088714,-0.009496795011281301,0.015037519107572672,-0.24285564978499763 +-246931200,0.5482521653175354,0.5482521653175354,0.5440669952217384,0.5482521653175354,216237,0,0.004185170095796997,0.0,0.007191507886936393,0.013014272295531405,37.65364695280766,0.553065013885498,0.5621756553649903,0,-0.02476715224962045,0.22836453795135964,0.0,0.029629167790202526,0.06603661963498686 +-246844800,0.5524373650550842,0.5524373650550842,0.5461597050452965,0.5482521947347264,130125,0,0.006277660009787689,0.00763371310193528,0.006487227848443129,0.0131918087226244,51.27745323796184,0.551809549331665,0.5605900377035141,0,-0.014543020924573935,0.32844195516875857,0.007604723751526135,0.0035979003385191444,-0.39822972016814884 +-246758400,0.5555757880210876,0.5597609559943939,0.5524370552471511,0.5524370552471511,310003,0,0.007323900747242762,0.005681047598383282,0.007263840516352797,0.013324189907406699,52.05044200553158,0.5516002178192139,0.5592135101556778,0,-0.006505068401472358,0.4147446795600465,0.005664971305527635,0.003584083020536921,1.3823477425552353 +-246672000,0.5566224455833435,0.5597613332257351,0.5545299174689224,0.5555761624319809,177965,0,0.00523141575681263,0.0018839150028189255,0.006648855715808147,0.013357334229870725,52.79527830706927,0.5522279858589172,0.557941484451294,0,-0.0023641168558162784,0.46422395590114207,0.0018821426605623377,-0.0035712832448973053,-0.42592491040409286 +-246412800,0.5649926662445068,0.5649926662445068,0.5587149686799581,0.5587149686799581,176051,0,0.006277697564548768,0.015037519107572672,0.005860428714265941,0.013900026933207412,64.61575811543472,0.5555760860443115,0.5571401000022889,0,0.014094419414767856,0.755868627478607,0.014925576448577891,-0.0017920415102684606,-0.010754923720956322 +-246326400,0.5817329287528992,0.5827792112735934,0.5670849352748982,0.5670849352748982,325312,0,0.015694275998695217,0.029629167790202526,0.010969722538177962,0.015380527218023028,61.66689770813196,0.5622722387313843,0.5574365437030793,1,0.04358592080888313,1.2144896523415116,0.029198706143077832,-0.0017961791764924406,0.8478281861506041 +-246240000,0.583825945854187,0.5859185890293641,0.5827797006432245,0.5827797006432245,340621,0,0.0031388883861396266,0.0035979003385191444,0.011504294439881406,0.014971281912832996,65.00027534765013,0.5685499548912049,0.5582548677921295,1,0.045805383055932625,1.130104251018802,0.003591443378128137,0.00539628697504746,0.04705943832382453 +-246153600,0.5859184265136719,0.5869646714344383,0.5848721815929053,0.5848721815929053,137779,0,0.002092489841532985,0.003584083020536921,0.011788936495665505,0.013081031016159005,71.93002269744831,0.5746184825897217,0.5600123137235642,1,0.04625989849733125,1.0533069064358465,0.003577675500479776,-0.005367323357920228,-0.5955064426444641 +-246067200,0.583825945854187,0.5869648342403266,0.583825945854187,0.5859185890293641,135866,0,0.0031388883861396266,-0.0035712832448973053,0.013004018104704019,0.013166202056970123,71.93002269744831,0.5800591826438903,0.5615608334541321,1,0.03964862054766782,0.9378189761078035,-0.0035776755004797243,0.0017994112414942975,-0.013884554249921965 +-245808000,0.5827797055244446,0.5859185939368747,0.5817334221164057,0.5838259507441702,162656,0,0.004185171820469069,-0.0017920415102684606,0.01343363727449868,0.01319240449940277,75.92640066505678,0.5836165904998779,0.5630570411682129,1,0.035027826515252825,0.8685467821209152,-0.001793649137566051,-0.0017961791764924406,0.19717957399202146 +-245721600,0.5817329287528992,0.5848718526915438,0.5817329287528992,0.5827792112735934,225805,0,0.0031389239386446777,-0.0017961791764924406,0.0033534375386668662,0.012649055477227066,71.99995898314663,0.5836165904998779,0.5648880332708359,1,0.029819883746744047,0.8166507819040562,-0.0017977942405621966,-0.005395057449088192,0.38823652370647266 +-245635200,0.5848721265792847,0.5859183714016404,0.5806869563483678,0.5817332011707235,135866,0,0.005231415053272626,0.00539628697504746,0.0038889005513927295,0.009222599494105423,76.47022685207422,0.5838258266448975,0.5657773911952972,1,0.033749555357181604,0.8402809935197522,0.005381779187210295,0.005424321977780533,-0.3983038462390115 +-245548800,0.5817329287528992,0.5859180970239573,0.5785940430025354,0.5848718526915438,195187,0,0.0073240540214218885,-0.005367323357920228,0.0040911761308328855,0.009280553359257874,76.46971435081915,0.582988727092743,0.5666144043207169,1,0.026682209835994453,0.761172692580685,-0.0053817791872102765,0.00539628697504746,0.43661401675179956 +-245462400,0.5827797055244446,0.5838259507441702,0.5775482502959365,0.5817334221164057,114816,0,0.006277700448233725,0.0017994112414942975,0.004092194243385363,0.008928453586431465,85.10542365814518,0.5827794790267944,0.5677653223276138,1,0.02644469925580828,0.75345967459486,0.001797794240562135,0.0,-0.411764103142115 +-245203200,0.5817329287528992,0.5848718526915438,0.5796404400880725,0.5827792112735934,130125,0,0.005231412603471375,-0.0017961791764924406,0.004092558664088142,0.008872526590861983,83.33163227765027,0.5825701236724854,0.5689685255289078,1,0.02243428704975514,0.7138365005060009,-0.0017977942405621966,-0.001788734113927437,0.1333350752508362 +-245116800,0.578594446182251,0.5817333341198738,0.5754556728095508,0.5817333341198738,135866,0,0.006277661310323035,-0.005395057449088192,0.004683663128585452,0.008763543605372221,76.59483693774824,0.5819424271583558,0.570224067568779,1,0.014679104389893949,0.6432827678396303,-0.005409663328252222,-0.021505110682274453,0.04411911623438991 +-245030400,0.5817329287528992,0.5817329287528992,0.5765015161494277,0.5785940430025354,88026,0,0.005231412603471486,0.005424321977780533,0.0046933500550057905,0.00863487151332387,76.59486530578604,0.5813145875930786,0.5713749796152114,1,0.018128111148064674,0.677888317946334,0.005409663328252085,-0.01098960261393278,-0.35211163940941814 +-244944000,0.5848721265792847,0.5859183714016404,0.582779484181378,0.582779484181378,166483,0,0.003138887220262343,0.00539628697504746,0.004696265249043511,0.008553226307489638,77.55013305648593,0.5819424271583558,0.5727874636650085,1,0.021097987789313377,0.7095132966313247,0.005381779187210295,0.014814636643259105,0.8912934814713835 +-244857600,0.5848721265792847,0.5848721265792847,0.5806869563483678,0.5848721265792847,166483,0,0.0041851702309169125,0.0,0.0046968504833230776,0.008361149765240602,73.16987434211623,0.5823609113693238,0.5743568897247314,1,0.018307844900394388,0.6890226383945782,0.0,0.0036497996971129876,0.0 +-244598400,0.583825945854187,0.5848723438184016,0.5806871720329864,0.5848723438184016,116730,0,0.00418517178541522,-0.001788734113927437,0.00469585211914784,0.007935137617693554,53.84671000308921,0.5827795147895813,0.5761355787515641,1,0.013348189881429162,0.6525012421905956,-0.0017903358090820892,-0.007272121999378323,-0.2988473297573927 +-244512000,0.5712707042694092,0.581733540478616,0.5639467571112855,0.581733540478616,176051,0,0.017786783367330528,-0.021505110682274453,0.011102884926247959,0.009658341875132502,33.33412452765698,0.581314766407013,0.5772865056991577,1,-0.010420824617167757,0.361473176239508,-0.02173971513591005,0.016483047540506668,0.5081898398012508 +-244425600,0.5649926662445068,0.57127032562076,0.5649926662445068,0.57127032562076,168397,0,0.006277659376253131,-0.01098960261393278,0.010590880821677837,0.00998909530308604,25.000925691206504,0.5779667139053345,0.5779142707586289,1,-0.02235903345518675,0.1648604354323582,-0.011050434385295928,-0.010810679314179117,-0.043476038193478006 +-244339200,0.5733628273010254,0.5744092630039029,0.5566223382942619,0.5649926782683851,223891,0,0.01778692470964105,0.014814636643259105,0.013510248527838727,0.010406192349674399,39.130526315789474,0.5756648540496826,0.5788036227226258,0,-0.009400071471576954,0.33370601783330855,0.014705971819168953,0.010928827362070459,0.32954268781510354 +-244252800,0.5754554867744446,0.5806869013320748,0.5691778274935834,0.5733628063865068,114816,0,0.011509073838491424,0.0036497996971129876,0.01386711032673307,0.010415964095984855,42.5532327502618,0.5737815260887146,0.5797452747821807,0,-0.0073994359149333055,0.33182466718190246,0.003643155340338369,-0.003603559771393039,-0.4871790290811153 +-243993600,0.5712707042694092,0.5806872950460165,0.5712707042694092,0.575455876941413,168397,0,0.009416590776607281,-0.007272121999378323,0.013947768333090964,0.010104217317581035,40.00077474954512,0.571270477771759,0.5800591766834259,0,-0.015150992807778874,0.1168747476569343,-0.007298692774211493,-0.005425146107983281,0.46666840858416947 +-243907200,0.5806869864463806,0.5817332313229651,0.5691779109209443,0.5712704006741132,160742,0,0.012555320402020786,0.016483047540506668,0.012474549735786064,0.008400408961498854,46.42858959425848,0.5731537342071533,0.5800068795680999,0,0.0011725841576002427,0.529707207319808,0.016348676662894475,0.0036360092105880426,-0.04545805447840523 +-243820800,0.5744093656539917,0.5859184419690336,0.5744093656539917,0.5806870262856948,116730,0,0.011509076315041944,-0.010810679314179117,0.012423328810266638,0.008683593123616768,44.06813373770964,0.5750370740890502,0.5795360505580902,0,-0.008846188082970108,0.27824816184311546,-0.010869539303159363,-0.014491758986010295,-0.27380522825397224 +-243734400,0.5806869864463806,0.5848721568942222,0.5744093262453702,0.5744093262453702,221978,0,0.010462830648852006,0.010928827362070459,0.011624494363347095,0.009026272970611132,48.43737204342423,0.5765019059181213,0.5792744785547257,0,0.0024384086369195757,0.56315984639554,0.010869539303159335,0.011028748406284317,0.9016362546046433 +-243648000,0.578594446182251,0.5796408439969454,0.5744094277480866,0.5796408439969454,145434,0,0.005231416248858811,-0.003603559771393039,0.011909177245629109,0.00902687087486476,47.692539613119685,0.5771296977996826,0.5790129035711289,0,-0.0007227082268754792,0.48093862949034877,-0.0036100682333649404,0.0,-0.34482696483435293 +-243388800,0.5754554867744446,0.5817331460553057,0.5733628063865068,0.5785942591324323,103334,0,0.008370339668798854,-0.005425146107983281,0.011607650970447072,0.009092439104495635,47.69220521638836,0.5779666543006897,0.5786466926336289,0,-0.005514947030389128,0.35409734248967406,-0.005439915655318069,-0.001817901027091784,-0.28947838882242116 +-243302400,0.5775478482246399,0.5806867726401594,0.5733626793177584,0.575455359241916,110989,0,0.007324093322401026,0.0036360092105880426,0.008461446365893485,0.009135634063278488,46.875016689958436,0.5773388266563415,0.5784374386072159,0,-0.001537919787346298,0.4589945860697001,0.0036294149088921205,-0.005464154263935095,0.07408016722472754 +-243216000,0.5691781640052795,0.5785946012113505,0.5691781640052795,0.5775483176812367,149261,0,0.009416437206070993,-0.014491758986010295,0.009605312419352854,0.009553376330926549,39.13042042366843,0.5762925863265991,0.5776527404785157,0,-0.014670711102687695,0.12009589211614001,-0.014597790157466553,-0.01648388223613284,0.34482696483435293 +-243129600,0.5754554867744446,0.5754554867744446,0.5702240722168143,0.5702240722168143,101421,0,0.005231414557630321,0.011028748406284317,0.00963843965642132,0.009885128206866805,43.999805544858,0.5752462863922119,0.5773388683795929,0,-0.0032621770476572998,0.414567712028488,0.010968375248574488,-0.001863076303699862,-0.32051239104655604 +-242784000,0.5754554867744446,0.5806869013320748,0.5733628063865068,0.5754554867744446,141606,0,0.0073240949455679605,0.0,0.009601824469415822,0.009871317321719761,44.594352194508325,0.5746184945106506,0.5769726574420929,0,-0.0026295365093632617,0.42939921445462115,0.0,-0.05223863702670151,0.39621971780992093 +-242697600,0.5744093656539917,0.5785943836357526,0.5723166848157459,0.5754556106023561,97594,0,0.006277698820006616,-0.001817901027091784,0.009322399855494382,0.009871458695232736,52.380870565426235,0.5744092702865601,0.5766064792871475,0,-0.0038104213394758446,0.39596226447622423,-0.001819555414476322,0.025590648091049273,-0.31080603929212036 +-242611200,0.5712707042694092,0.5765021223740127,0.5670855315974054,0.5744096315088134,199014,0,0.009416590776607281,-0.005464154263935095,0.009242765113438004,0.00987324196498348,55.000446264952245,0.573153841495514,0.5762402921915054,0,-0.008624159034760215,0.26938629562578115,-0.005479137359735132,0.02879050634849123,1.0392032297067444 +-242524800,0.5618539452552795,0.5681317596659831,0.5576689265896921,0.5681317596659831,166483,0,0.010462833076290923,-0.01648388223613284,0.009925550533950327,0.01037346475367099,40.983520819616245,0.571688997745514,0.5752463430166245,0,-0.023281152368765046,-0.048288704564867085,-0.01662125311865798,0.014926691369117506,-0.16346086204990606 +-242438400,0.5608071684837341,0.5670848241899028,0.5566220010324993,0.561853412611201,191360,0,0.010462823157403545,-0.001863076303699862,0.006651727273122494,0.010238749187852779,38.332773134776176,0.5687593340873718,0.5740430951118469,0,-0.023057374508674955,-0.011432144829599861,-0.0018648139889855075,-0.0073535810497710186,0.1494266681883436 +-242179200,0.5315113663673401,0.563946122093516,0.5315113663673401,0.5608072365768983,621920,0,0.032434755726175934,-0.05223863702670151,0.021357388424412684,0.015166085989555019,27.38029598010432,0.5599705100059509,0.5713750571012497,0,-0.06976799256192523,-0.3971248426799881,-0.05365253523704466,-0.011111610460339483,2.25 +-242092800,0.5451130867004395,0.548252011124855,0.527326319284289,0.5315114882030316,359757,0,0.02092569184056603,0.025590648091049273,0.028193876494576567,0.016606285329971247,30.681467277697905,0.5541112542152404,0.5694394141435624,0,-0.04271978166405943,-0.0005791244970236766,0.02526868866672899,-0.0037447417912949144,-0.4215381399536918 +-242006400,0.5608071684837341,0.5628998094917617,0.5555757187167589,0.5555757187167589,273645,0,0.007324090775002734,0.02879050634849123,0.03329910797743075,0.017487833788962636,43.29864514624773,0.5520185470581055,0.5689162373542785,0,-0.014253537406939354,0.3350548384745729,0.028383846570315657,-0.013157896145825299,-0.23936156905911488 +-241920000,0.5691781640052795,0.5765020723394407,0.5576690451740276,0.5608078193877335,199014,0,0.01883302716541313,0.014926691369117506,0.03313865416504925,0.017650680354452778,44.44457231901688,0.5534833908081055,0.5691255122423172,0,9.25134470863842e-05,0.5010740160724878,0.01481638463328056,-0.01714302951951885,-0.27272926601984326 +-241833600,0.5649926662445068,0.5649926662445068,0.5545297987819631,0.5649926662445068,110989,0,0.010462867462543768,-0.0073535810497710186,0.03343146836802215,0.01739997004715821,43.56431846076096,0.55432049036026,0.5687070041894913,0,-0.006531197818247403,0.4241749680740015,-0.007380751910932979,-0.02519322204255947,-0.4423055664425618 +-241574400,0.5587146878242493,0.5681312676258249,0.5587146878242493,0.5649923822331153,141606,0,0.00941657980157562,-0.011111610460339483,0.018487350964949516,0.017523319884150047,42.30759118138116,0.5597611546516419,0.5678699642419816,0,-0.01612213533771445,0.3144103594708038,-0.01117380555814658,0.001986630984851745,0.275856165926353 +-241488000,0.5566224455833435,0.5566224455833435,0.5482522567490512,0.5566224455833435,103334,0,0.008370188834292303,-0.0037447417912949144,0.016961375378039444,0.017478032885112252,40.384752326645085,0.5620630264282227,0.5671375513076782,0,-0.018540662137588093,0.29058731599536813,-0.0037517708904312346,0.02777916555801241,-0.2702710337132608 +-241401600,0.5492984652519226,0.5587150511774548,0.5461597305710832,0.556622408637023,145434,0,0.012555320606371545,-0.013157896145825299,0.011224242217059246,0.017157804860457503,40.77661740907035,0.5597612857818604,0.5655681252479553,0,-0.028766932345948182,0.18050663367519662,-0.013245228177790275,-0.009653434476806222,0.40741672634370096 +-241315200,0.5398818254470825,0.5513909381995521,0.5367430528911861,0.5492984104328552,243027,0,0.014647885308366027,-0.01714302951951885,0.005174499071591208,0.01737371484208283,33.96242842133266,0.553902018070221,0.5638417482376099,0,-0.042494055939310105,0.06492357308580472,-0.017291672493307778,-0.011695105712361986,0.6710466603407732 +-241228800,0.5262804627418518,0.5451134885352464,0.5262804627418518,0.5398820712657951,214323,0,0.01883302579339463,-0.02519322204255947,0.007895640223748909,0.017728925529267695,30.252361520947787,0.5461595773696899,0.5611214220523835,0,-0.06209165777898085,-0.06098392942025191,-0.02551600407774524,-0.011834735734798318,-0.11811033341974353 +-240969600,0.5273259878158569,0.5273259878158569,0.5032615776188014,0.5262797439791814,476486,0,0.02406441019705552,0.001986630984851745,0.010771695569081117,0.017792005039457572,31.092231406224712,0.5398818373680114,0.5585579991340637,0,-0.055915431104067825,0.0318800354983384,0.001984660243176092,0.015967760422304744,1.2232144940113754 +-240883200,0.541974663734436,0.5513910987081189,0.5336043211012772,0.5336043211012772,304262,0,0.017786777606841664,0.02777916555801241,0.020886306878025618,0.019192862098157765,39.230825186984774,0.53695228099823,0.5568839579820632,0,-0.02677271275985904,0.27511202405835306,0.027400324459863547,-0.02946937464429955,-0.3614460865586817 +-240796800,0.5367427468299866,0.5419741969226952,0.5304650907329429,0.5419741969226952,189446,0,0.011509106189752316,-0.009653434476806222,0.020607154001062108,0.019187767500006666,40.476147416983686,0.5344411373138428,0.5548437029123306,0,-0.03262352260165091,0.2241926313537294,-0.009700330927328154,-0.06072912614854287,-0.3773589866628103 +-240710400,0.5304654836654663,0.5356968994449739,0.5252340678859586,0.5356968994449739,164570,0,0.010462831559015284,-0.011695105712361986,0.01989977932363615,0.019113346312941683,38.931537385406784,0.5325578689575196,0.5529080688953399,0,-0.040590084486760825,0.16807188191930153,-0.011764031383547122,0.0,-0.13130918573102623 +-240624000,0.5241875648498535,0.5262800537548723,0.514770982894416,0.5262800537548723,183706,0,0.011509070860456272,-0.011834735734798318,0.016906494117935926,0.01889110332864878,46.78909631221546,0.5321392893791199,0.5503446727991104,0,-0.047528592974688144,0.11956386576273687,-0.011905323699107162,-0.008620407587972223,0.11627878714224948 +-240364800,0.5325576663017273,0.533603948853898,0.5210485964161323,0.5241875204492084,118643,0,0.012555352437765621,0.015967760422304744,0.018536170965404383,0.01942058576075634,44.23079767243519,0.533185625076294,0.5481997817754746,0,-0.028533603977525468,0.2637907458760735,0.01584161678501349,-0.12391228210965999,-0.35416916159515743 +-240278400,0.5168635249137878,0.5304652770184438,0.5158172803537634,0.5304652770184438,153088,0,0.014647996664680418,-0.02946937464429955,0.016259942235259756,0.02024729218050607,29.807953549517975,0.5281633973121643,0.5453224897384643,0,-0.05218740352763618,0.07548903309805306,-0.029912320605426885,0.1464017085305951,0.2903247557799449 +-240192000,0.4854748547077179,0.5147708771996514,0.4854748547077179,0.5147708771996514,531981,0,0.029296022491933527,-0.06072912614854287,0.028181777683747657,0.02376903013233815,18.25377610039007,0.5179098188877106,0.5410326972603798,0,-0.10268851186626882,-0.182138065254381,-0.06265137081817239,-0.047620066372648484,2.475001306438127 +-240105600,0.4854748547077179,0.5022155262763142,0.4854748547077179,0.4854748547077179,507104,0,0.016740671568596266,0.0,0.029453556288081408,0.0237389884874005,18.85231338120984,0.5089116930961609,0.5372137427330017,0,-0.09630968813654928,-0.0571976368631192,0.0,-0.03408955624666732,-0.0467629483007852 +-240019200,0.4812898635864258,0.4917527265565092,0.46245670260261984,0.4854748789343093,478400,0,0.02929602395388936,-0.008620407587972223,0.02963481508703078,0.023709988792565525,19.16658319237652,0.5003321528434753,0.5332378774881363,0,-0.09741996226227634,-0.00645860164695269,-0.008657778223196603,-0.04941281764758043,-0.05660377358490565 +-239760000,0.4216521382331848,0.4729199489927386,0.4206058930105558,0.4729199489927386,685069,0,0.052314055982182806,-0.12391228210965999,0.05015774926628394,0.03402531546907387,13.142788315987872,0.47815104722976687,0.5277449160814285,0,-0.20103041188155013,-0.24106509364961354,-0.1322890584808641,0.04703043158014886,0.4320004180602006 +-239673600,0.4833827316761017,0.4854752217334329,0.4519941969786382,0.4519941969786382,1416064,0,0.0334810247547947,0.1464017085305951,0.1001385018069026,0.0484964387193108,36.12332629345658,0.4714548885822296,0.5246583983302117,0,-0.07867150661358846,0.22004954903641255,0.13662808787491815,-0.00709278552113124,1.06703850269097 +-239500800,0.4603640139102936,0.4844284240714881,0.4603640139102936,0.4833821802363718,757786,0,0.024064410161194538,-0.047620066372648484,0.09861778417787315,0.0487129072035944,34.166586258613904,0.46643272042274475,0.5196362406015396,0,-0.11406484394281557,0.11493824238292533,-0.04879123386128503,-0.002380382216179977,-0.4648645823917563 +-239414400,0.4446704089641571,0.47187378216829123,0.44467040896415705,0.4603647009240927,694637,0,0.027203373204134185,-0.03408955624666732,0.09921104324531468,0.04869421922090564,33.88426075070589,0.4582718312740326,0.5134108528494835,0,-0.13388973665790238,0.07126827664682688,-0.03468415739718524,0.002386061955625962,-0.08333355327229586 +-239155200,0.4226979911327362,0.44990133456871845,0.4185128231850764,0.4446699223694911,621920,0,0.03138851138364207,-0.04941281764758043,0.1003729080643192,0.04942393562023308,30.916127093582872,0.44655345678329467,0.5062961190938949,0,-0.16511706254192138,0.013631688586157955,-0.05067539863769628,-0.026190240276929733,-0.10468345337204898 +-239068800,0.44257766008377075,0.4561792623774757,0.4101428878699785,0.422698207189045,801798,0,0.0460363745074972,0.04703043158014886,0.08476469950791644,0.05123392261342276,32.2097274392475,0.4507385611534119,0.5004892677068711,0,-0.1157099889243145,0.1660963042447075,0.045957996967581134,-0.029339297007653697,0.2892301260612298 +-238982400,0.4394385516643524,0.4478088883500431,0.43002197062830233,0.4425774756568384,346362,0,0.01778691772174079,-0.00709278552113124,0.04022011585146285,0.05121665250341759,32.45284795442387,0.441949725151062,0.4946300730109215,0,-0.1115814107512837,0.18128697852637077,-0.007118058901035161,-0.02015188785026345,-0.5680183786938855 +-238896000,0.4383925199508667,0.4467626697549873,0.43734627509303925,0.43943876480869426,239200,0,0.009416394661948047,-0.002380382216179977,0.036909921044346025,0.05124415971048847,33.07691903186,0.43755542635917666,0.48908477574586867,0,-0.10364717592710748,0.2054392659886477,-0.0023832198298920624,-0.025707373816174273,-0.30939306274937783 +-238809600,0.4394385516643524,0.4478088883500431,0.4394385516643524,0.4394385516643524,181792,0,0.008370336685690705,0.002386061955625962,0.03426813718643005,0.05128661099047267,34.11760868586609,0.4365090548992157,0.4840626120567322,0,-0.09218654628742495,0.23838373137802218,0.002383219829892172,0.021109821939496287,-0.24 +-238550400,0.427929550409317,0.44257758597816976,0.427929550409317,0.4394386612032439,260250,0,0.014648035568852746,-0.026190240276929733,0.027026042189459646,0.051303653291844664,30.620166892128438,0.4375553667545319,0.47914506644010546,0,-0.10688937363229756,0.2035131825546098,-0.026539312976232025,-0.049096965734504394,0.4315811476852667 +-238464000,0.41537439823150635,0.4279297204368529,0.414327962263118,0.4279297204368529,371238,0,0.01360175817373488,-0.029339297007653697,0.014354627777209082,0.051426774348348026,30.98042084898094,0.432114714384079,0.4735474869608879,0,-0.12284531188777337,0.168428824621693,-0.029778302247791585,0.0,0.4264668587896254 +-238377600,0.40700381994247437,0.4268832276825302,0.40595757552277045,0.41537415718294646,558771,0,0.020925652159759722,-0.02015188785026345,0.014307493154965231,0.05065397783830544,33.90559755286692,0.42562776803970337,0.4667989447712898,0,-0.12809610111289416,0.15361875654119678,-0.020357706931648664,-0.04619466214039014,0.5051557222051621 +-238291200,0.3965408205986023,0.42060542694992953,0.3934020884086529,0.407003681302749,575994,0,0.027203338541276656,-0.025707373816174273,0.012836233795986985,0.050724967536173234,32.510282084340574,0.4172574281692505,0.4597888484597206,0,-0.13755885570734783,0.1286582650510755,-0.026043582901532376,-0.017095022117699754,0.030823002625404605 +-238204800,0.40491172671318054,0.40909689981716274,0.3567826751831232,0.39654138050521615,2893363,0,0.05231422463403956,0.021109821939496287,0.021037896992300575,0.0513242471333833,35.222809467780706,0.4103520631790161,0.45351116061210633,0,-0.10716259735114542,0.20244087851042547,0.020890096512131726,-0.020289376210622545,4.023251978319219 +-237945600,0.3850317895412445,0.40386494818385144,0.37143019539230765,0.40386494818385144,1197914,0,0.032434752791543786,-0.049096965734504394,0.025760632703805363,0.051983046190662324,41.626754155055664,0.4017725110054016,0.4465533718466759,0,-0.13776983040350843,0.11551193874165389,-0.05034318350114639,0.04142021607902113,-0.5859786691127246 +-237859200,0.3850317895412445,0.38921695712197635,0.3798003778006729,0.3850317895412445,340621,0,0.009416579321303464,0.0,0.026610364330422104,0.051619164999786755,18.6668988403721,0.39570398926734923,0.43917707800865174,0,-0.12328805663746545,0.131971043374653,0.0,-0.019886934677433188,-0.7156548800665157 +-237772800,0.3672453761100769,0.39026357141096085,0.35992143091546214,0.3850321547088711,621920,0,0.030342140495498715,-0.04619466214039014,0.030229881157363404,0.052002628369501334,19.310690968951633,0.38775230050086973,0.4316961705684662,0,-0.14929665550083338,0.04400604244844975,-0.04729567671973935,0.02318913234610176,0.8258416245621967 +-237686400,0.3609673082828522,0.37456890003421367,0.3609673082828522,0.36724496307669074,495622,0,0.013601591751361497,-0.017095022117699754,0.030066723093125775,0.05091717652294513,20.588450892542994,0.38063759803771974,0.4254707932472229,0,-0.15160496557725067,0.055959179868346434,-0.01724282893738421,0.07082123738221191,-0.20307756624646256 +-237600000,0.3536435067653656,0.3756154501082348,0.3536435067653656,0.3609676024445524,524326,0,0.021971943342869227,-0.020289376210622545,0.020783237458378418,0.050836130118737395,22.95114385547447,0.3703839540481567,0.4188792258501053,0,-0.15573873102048774,0.05697392597059992,-0.02049803276936214,-0.007936112624271852,0.057915104656371286 +-237340800,0.3682914972305298,0.37038402501834217,0.3442270648818566,0.35364349720945926,849638,0,0.026156960136485552,0.04142021607902113,0.03239601073613684,0.05235031529249965,19.658316291751873,0.3670358955860138,0.41322930753231046,0,-0.10874787795216334,0.18240041861735418,0.04058537396367942,0.026666112684525123,0.6204384295266685 +-237254400,0.3609673082828522,0.37143012991969626,0.3578283854152632,0.3682912070521073,392288,0,0.013601744504433078,-0.019886934677433188,0.03232272462747233,0.045346427370646446,19.008466987505727,0.3622229993343353,0.41019506603479383,0,-0.12001060429080346,0.1688975923769414,-0.020087341194317154,0.03376731874345107,-0.5382880709196152 +-237168000,0.3693378269672394,0.37143050798949945,0.3588749946805406,0.3609676757028007,273645,0,0.012555513308958821,0.02318913234610176,0.028904971908065246,0.02877931927590368,24.21900677756473,0.3626414895057678,0.4044928207993507,0,-0.08691129242452,0.24120412171303232,0.02292434998498549,0.00251117101813203,-0.3024385145607309 +-237081600,0.3954947888851166,0.3986337137017791,0.38084679130978827,0.38084679130978827,782662,0,0.01778692239199081,0.07082123738221191,0.039564793071449854,0.03313115961026567,36.184379673111735,0.3695469856262207,0.4012493595480919,0,-0.014341632020189121,0.4540954045276222,0.06842586565958911,-0.04009986684610889,1.8601363079902793 +-236995200,0.39235609769821167,0.4038653682515694,0.3871248332696053,0.39549502438395867,468832,0,0.016740534981964095,-0.007936112624271852,0.036781834542158644,0.03251814963214841,38.19461463798277,0.3772895038127899,0.3986336439847946,0,-0.015747657984488628,0.44709344021510744,-0.007967771174522291,0.036554210840747725,-0.40097768896407393 +-236736000,0.4028187096118927,0.40491135150725144,0.39130959925860553,0.3923558438297056,195187,0,0.013601752248645904,0.026666112684525123,0.03535033614082949,0.03157675778678275,45.774591524490475,0.3841949462890625,0.39763967990875243,0,0.013024428810345823,0.5444276272217762,0.026316768724232817,-0.005039084058060861,-0.5836738959797966 +-236649600,0.4164208173751831,0.41746706283950363,0.40177280804986193,0.40281905351418246,357843,0,0.015694254789641704,0.03376731874345107,0.02817258520230445,0.030618997495782323,53.06133916803562,0.3952856481075287,0.39633183777332304,0,0.0506872718445337,0.6822002512692018,0.03320972053436568,0.01265880839109279,0.833334187215337 +-236476800,0.41746652126312256,0.41746652126312256,0.40804994241707676,0.41642027715608715,267904,0,0.009416578846045798,0.00251117101813203,0.030698635389018587,0.030620139045041694,57.24634839357389,0.4049113869667053,0.39523323625326157,1,0.05625358135522318,0.7124909472578757,0.0025080232967341015,0.002499685963732512,-0.25133647996467723 +-236390400,0.40072616934776306,0.40805011023881776,0.398633680273099,0.40805011023881776,264077,0,0.009416429965718787,-0.04009986684610889,0.029513332400638158,0.03177680428908075,48.62999801392438,0.40595766305923464,0.3933499187231064,1,0.018752388836386524,0.5763043833536657,-0.040926027896235895,-0.0024934531139821914,-0.014284967749641608 +-236131200,0.41537439823150635,0.41537439823150635,0.3975874690088122,0.4007263568426082,256422,0,0.017786929222694148,0.036554210840747725,0.03200071110272112,0.03303222371330778,60.28384253452277,0.41056132316589355,0.3921467110514641,1,0.059232135640668204,0.7606697407936674,0.035901953350170185,0.025000633769338254,-0.028987757358649224 +-236044800,0.41328129172325134,0.4352532166194607,0.4111888038239558,0.41537397056388164,717600,0,0.02406441279550492,-0.005039084058060861,0.03147519285066,0.032562256004684285,59.44049564454586,0.41265383958816526,0.3914142981171608,1,0.0558666193628552,0.7571866032279533,-0.005051823055404443,-0.03658651385534595,1.7985118281582704 +-235958400,0.4185129404067993,0.4206056204374651,0.3996799275911787,0.4132815267422999,359757,0,0.02092569284628637,0.01265880839109279,0.027961939997638355,0.03200420454844775,68.70205587871028,0.4130722641944885,0.39157122522592547,1,0.06880412411644721,0.8139644959465474,0.012579355492899921,-0.01772096162955772,-0.4986663879598662 +-235872000,0.4195590913295746,0.4289757102009947,0.41642035839612845,0.4185128470184259,296608,0,0.012555351804866222,0.002499685963732512,0.02796181785092235,0.031619985212729004,72.22212928530253,0.4134907782077789,0.3921989887952805,1,0.06976076766117179,0.8094743583966569,0.0024965669454034838,-0.0025761883175160483,-0.1755323732408265 +-235785600,0.4185129404067993,0.4185129404067993,0.41014279310846624,0.4185129404067993,158829,0,0.008370147298333075,-0.0024934531139821914,0.016911064552888773,0.030969031146884134,75.83319546337006,0.41704813241958616,0.3932975947856903,1,0.06411263622105023,0.7757312354028703,-0.0024965669454034096,0.012919142362726621,-0.4645154547416118 +-235526400,0.42897602915763855,0.43211491717806344,0.41537442292841825,0.41851315819560897,204755,0,0.016740494249645188,0.025000633769338254,0.01235148106314271,0.031099711635690065,74.99990791862953,0.4197684586048126,0.3945008099079132,1,0.0873894764823746,0.8575508656361409,0.024693230901729864,-0.015306010488217336,0.2891537439636338 +-235440000,0.41328129172325134,0.4321144465822504,0.41014255987430803,0.4289755619802393,246854,0,0.021971886707942367,-0.03658651385534595,0.02310888863309791,0.03009906302026641,70.16107580500001,0.4197684586048126,0.39591328501701356,1,0.04386820893239651,0.6783345757675067,-0.03727258639462977,-0.01295372670722661,0.2056067006910698 +-235353600,0.40595754981040955,0.4122352068724419,0.4017723814552519,0.4122352068724419,271731,0,0.010462825417190014,-0.01772096162955772,0.023013027660434355,0.03048060056987377,64.22751914557585,0.4172573804855347,0.3969595730304718,1,0.022667237147715902,0.5925532454280897,-0.017879857864801414,0.013123727891716008,0.10077616728916694 +-235267200,0.40491172671318054,0.42269851191639846,0.4028190828787019,0.40595801044209484,304262,0,0.019879429037696572,-0.0025761883175160483,0.022661325545955593,0.028247501613165894,54.5456376379602,0.41432790756225585,0.398842890560627,1,0.015216107134373047,0.5650587113578337,-0.0025795124008434274,0.005180841306701378,0.1197176619524456 +-235180800,0.41014283895492554,0.4132815729396122,0.40491138651735686,0.40491138651735686,176051,0,0.008370186422255343,0.012919142362726621,0.02438879017373141,0.02779045961786399,58.41581003144521,0.4126538872718811,0.40130166709423065,1,0.022031236313351465,0.6020940090212937,0.012836402103197359,0.020618829916291492,-0.42138354444524784 +-234921600,0.40386518836021423,0.412235375746283,0.4017725460429537,0.41014288618221184,252595,0,0.01046282970332929,-0.015306010488217336,0.018424312937402248,0.027556441932286995,50.51555958050476,0.40763171911239626,0.4038127511739731,1,0.00012985520167130282,0.5007079687371739,-0.015424356624553156,0.02020156319659039,0.4347831026236715 +-234835200,0.3986336290836334,0.40595756903420405,0.39758723192751805,0.4038650420399578,147347,0,0.008370337106685999,-0.01295372670722661,0.012605918141739924,0.026651095853610234,40.449222081722304,0.40470218658447266,0.4053298577666283,0,-0.016520442683130132,0.39913332274165,-0.013038357878850758,0.007426644305300378,-0.41666699657554584 +-234748800,0.40386518836021423,0.40386518836021423,0.38921718858725585,0.39863377350854956,193274,0,0.014647999772958387,0.013123727891716008,0.013631319968552241,0.026090671951432186,43.01097301050441,0.4042837142944336,0.40747475177049636,0,-0.00885837317428484,0.43020033258414553,0.01303835787885086,-0.022112678205180814,0.311692806775842 +-234662400,0.40595754981040955,0.4101427181655673,0.4038650229152533,0.4038650229152533,158829,0,0.006277695250314019,0.005180841306701378,0.013841003880429486,0.02577322944304673,53.16451451700483,0.4044928789138794,0.4093057379126549,0,-0.008180164097674747,0.410354082626549,0.0051674669221992865,0.020099745476270803,-0.17821848774279003 +-234576000,0.4143279194831848,0.41642060026235794,0.4059577691910272,0.4059577691910272,189446,0,0.010462831071330725,0.020618829916291492,0.015839347785682693,0.02104056377548221,49.314943953152266,0.40532989501953126,0.4102473944425583,0,0.009946498371235402,0.6158496690854901,0.020409139326931624,-0.019703706000717136,0.1927670639492789 +-234316800,0.4226979911327362,0.42479051782414917,0.4122351667342815,0.4143276552374165,265990,0,0.012555351089867661,0.02020156319659039,0.013908226785683183,0.021242991128155902,55.69631754520321,0.4090964555740356,0.41176448911428454,0,0.026552804594611512,0.8353690539508657,0.02000021875075185,-0.007539310046315806,0.40404125713923755 +-234230400,0.4258372187614441,0.4310686346944877,0.4226982928250074,0.4226982928250074,386547,0,0.008370341869480269,0.007426644305300378,0.007100077994486165,0.02058543721847414,54.54564959571126,0.4145371735095978,0.41291541457176206,1,0.031294070731370915,0.8827237635478853,0.007399202565421119,-0.012657077715759524,0.45323884356554767 +-234144000,0.4164208173751831,0.42269848110271757,0.4143281355049308,0.42269848110271757,177965,0,0.008370345597786766,-0.022112678205180814,0.01737870568881287,0.01997048344426049,48.235613454530224,0.4170482993125916,0.41291541457176206,1,0.00848939681037697,0.6038245847083697,-0.022360828473567344,0.02051329917882816,-0.5396032047849291 +-234057600,0.42479076981544495,0.4258371674408607,0.41432790102200523,0.4164205817079349,156915,0,0.011509266418855468,0.020099745476270803,0.018397324307309434,0.020459349022223954,53.26095066954686,0.42081494331359864,0.4132816269993782,1,0.027848184057028158,0.8269723261490529,0.019900412197698825,-0.005025920426337982,-0.11828168460090471 +-233971200,0.4164208173751831,0.4258374084372904,0.4164208173751831,0.4247910102196809,189446,0,0.009416591062107293,-0.019703706000717136,0.02084151630719854,0.01873487112547497,43.333363927565095,0.4212335228919983,0.4140663594007492,1,0.005686185127044219,0.5708558174834144,-0.019900412197698843,-0.002526085524815702,0.20731606283656756 +-233712000,0.41328129172325134,0.4195589463624728,0.41014255987430803,0.41642021451352945,118643,0,0.009416386488164785,-0.007539310046315806,0.018013181775140184,0.01697770201542052,50.0,0.4193501830101013,0.41396170407533645,1,-0.001643660139057923,0.47951318574601587,-0.007567874304735977,-0.00506208112699269,-0.3737371071439882 +-233625600,0.4080503582954407,0.4132817751037572,0.4080503582954407,0.4132817751037572,118643,0,0.005231416808316514,-0.012657077715759524,0.016933020921544598,0.017178258651894072,51.31595862422047,0.4157928109169006,0.41370015740394595,1,-0.013656748752427172,0.3319981314392399,-0.012737860900480052,0.015266190198736318,0.0 +-233539200,0.4164208173751831,0.4185133083038242,0.40281905351418246,0.40805047177739634,133952,0,0.01569425478964176,0.02051329917882816,0.018907487895381322,0.01757991655504959,56.62652008215779,0.4157928109169006,0.41359555125236513,1,0.006830987698642099,0.584516153928382,0.02030573520521595,0.01754451717508143,0.1290341613074517 +-233452800,0.4143279194831848,0.4185130901000194,0.4101429398078618,0.41642060026235794,181792,0,0.008370150292157597,-0.005025920426337982,0.01526546781904421,0.017601795872249797,52.49996083463529,0.4137002408504486,0.4133339926600456,1,0.002404657833106505,0.5301490516066277,-0.005038592842605797,0.002463445583937185,0.3571428571428572 +-233366400,0.41328129172325134,0.41642021451352945,0.4059573931343821,0.41432753567289915,147347,0,0.010462821379147336,-0.002526085524815702,0.012835594270461236,0.017601993889610923,55.999665790633024,0.41307233572006224,0.4130724102258682,0,0.0005056776783249894,0.5064064039360718,-0.002529281462130211,0.03931183227951873,-0.18947478436894916 +-233107200,0.4111892282962799,0.4122354733259707,0.40491152898829685,0.4122354733259707,166483,0,0.00732394433767386,-0.00506208112699269,0.012587049416041494,0.016564461981876093,58.333465203644685,0.41265392303466797,0.4121830701828003,1,-0.002411166198746706,0.46570448388446917,-0.005074936862529207,0.023640912506173173,0.12987030614807216 +-233020800,0.41746652126312256,0.4206054445255923,0.40804994241707676,0.4111888656795465,323398,0,0.012555502108515526,0.015266190198736318,0.01228607426308491,0.01483076477995837,58.903943890043216,0.41453715562820437,0.41239233165979383,1,0.012304277295618338,0.6728754016248089,0.015150834463999334,-0.0032450044469237715,0.9425286665905828 +-232934400,0.42479076981544495,0.4300221851180145,0.4153743368357216,0.4174668265801482,327226,0,0.014647848282292875,0.01754451717508143,0.011363885794085107,0.014631922882765165,61.53854581069524,0.4162111461162567,0.4133339926600456,1,0.027717965032753034,0.8734465680994075,0.01739238890096457,0.03255746974150475,0.011836807896152823 +-232848000,0.4258372187614441,0.4289759919446598,0.41851312189026735,0.42479082100991966,235373,0,0.010462870054392448,0.002463445583937185,0.010315500667733834,0.01458555206446488,57.74660318346741,0.41851300597190855,0.4143802672624588,1,0.027648400283811547,0.863274514916296,0.0024604162758684292,-0.031530903311033476,-0.2807020224554284 +-232761600,0.44257766008377075,0.4467626392291346,0.42583713248955535,0.42583713248955535,784576,0,0.02092550673957927,0.03931183227951873,0.01696515092916874,0.01661836247756584,62.025476195884536,0.4243722796440125,0.41600200831890105,1,0.0638834698713695,1.163400822695728,0.03855879440215989,0.004649690595901257,2.3333305009495566 +-232502400,0.45304059982299805,0.45931826100667245,0.4457165026574331,0.4457165026574331,434387,0,0.013601758349239323,0.023640912506173173,0.013430780166030718,0.01652566414537677,65.11631758253914,0.43274255394935607,0.41846077889204025,1,0.08263575148551539,1.1869185642458642,0.023365793737039314,0.009259101112789603,-0.4463417183293906 +-232416000,0.4515704810619354,0.4568213019462588,0.4494702293681212,0.4547210502524445,216237,0,0.007351072578137607,-0.0032450044469237715,0.017013251733097298,0.016079559753033195,71.42386419244924,0.43956334590911866,0.4211076214909554,1,0.07233984382216718,1.0554064659434754,-0.003250280891670583,-0.027522209649930796,-0.5022019535575419 +-232329600,0.4662724733352661,0.4694228482891716,0.4526202352561917,0.4526202352561917,466918,0,0.016802613032979863,0.03255746974150475,0.018615831397512342,0.017065735471274223,73.47154484431897,0.4478596866130829,0.42422798573970794,1,0.09910823662952595,1.1403001795070047,0.032038705070638336,-0.007075949055308617,1.159288188422888 +-232243200,0.4515704810619354,0.4662728561979559,0.4505203552150283,0.4662728561979559,340621,0,0.015752500982927575,-0.031530903311033476,0.02928864306770129,0.019157255082046094,68.55882401998781,0.45300633907318116,0.42650863230228425,1,0.058760472500563043,0.8706227660118425,-0.03203870507063834,0.004751792918276099,-0.27049074998179556 +-232156800,0.4536701440811157,0.4557705461918542,0.4494696081689708,0.451569856960091,156915,0,0.0063009380228833956,0.004649690595901257,0.025046344851849436,0.01882437852103871,71.56185315236051,0.45522483587265017,0.42847574353218076,1,0.05880006261554627,0.8561696322941192,0.004638914176348768,0.021275265379783637,-0.5393267003502427 +-231897600,0.4578707218170166,0.45892084595686156,0.4547203110675867,0.4547203110675867,122470,0,0.004200534889274854,0.009259101112789603,0.02315563892232216,0.018506877248853547,76.8927811196137,0.45619086027145384,0.4302343800663948,1,0.06423554934488696,0.8676304421180906,0.009216498409327117,-0.009258509888295352,-0.2195137494822037 +-231811200,0.4452691078186035,0.45892115238097836,0.44421898297758466,0.45787102753995945,177965,0,0.014702169403393694,-0.027522209649930796,0.026866910566052858,0.01978843435156049,64.89191229908747,0.4549305856227875,0.4312059745192528,1,0.03261349362106958,0.684509508842874,-0.027908041436623784,-0.014018640465385035,0.4531313791132523 +-231724800,0.44211840629577637,0.44421884698438924,0.43686759204856246,0.44421884698438924,239200,0,0.007351254935826779,-0.007075949055308617,0.018464142225628144,0.01908030723968974,64.19087882052874,0.4500997722148895,0.4324908539652824,1,0.022260707347274478,0.6275454732798385,-0.007101102308482535,-0.011848398281673278,0.3440845109993538 +-231638400,0.4442192614078522,0.4473696379055197,0.4410686932604604,0.4421188187596829,101421,0,0.006300944645059314,0.004751792918276099,0.01488850175085321,0.01866778780206629,65.6298235967568,0.4486295282840729,0.4334622785449028,1,0.02481642208650703,0.6418867640513325,0.004740538787757087,-0.014388232657603695,-0.5759991638795987 +-231552000,0.4536701440811157,0.4547204217962941,0.4421183541010045,0.4442187945416475,214323,0,0.012602067695289654,0.021275265379783637,0.018495903711289324,0.01835998348428489,69.97602187320882,0.4486295282840729,0.43532474488019945,1,0.042141870905971324,0.7411230872458453,0.02105210654802204,0.002433253152440251,1.1132014079924275 +-231206400,0.44946983456611633,0.4599713137907208,0.44631926814297856,0.45367037259406473,193274,0,0.01365204564774225,-0.009258509888295352,0.01806168968189596,0.018422999359683927,65.34890083109809,0.4469493508338928,0.43713417202234267,1,0.028219396545239972,0.6664429896321065,-0.009301636288168711,-0.00970924945183227,-0.09821157785212042 +-231120000,0.44316887855529785,0.44631944623559083,0.4368679348444077,0.44631944623559083,177965,0,0.00945151139118311,-0.014018640465385035,0.014175549966953896,0.018491605024413087,58.901578523283774,0.44652930498123167,0.4388900980353355,1,0.009749093313146107,0.5620228382796819,-0.014117829695513333,0.0024512151429048057,-0.07920879166364847 +-231033600,0.4379180371761322,0.4389683541141682,0.42846667960135765,0.4389683541141682,380806,0,0.010501674512810533,-0.011848398281673278,0.01484323730967562,0.018413785633852497,55.622443224925746,0.44568923115730286,0.439964959025383,1,-0.004652465627683622,0.4688405384743523,-0.011919149970703926,0.01222471918220358,1.13978029387801 +-230947200,0.4316171705722809,0.43686798959773165,0.43056704509713467,0.43686798959773165,141606,0,0.006300944500596983,-0.014388232657603695,0.015188830003364257,0.018736186965029895,44.34993174253339,0.4431688129901886,0.4408294215798378,1,-0.020897541217966276,0.35071524196148174,-0.014492747006300818,0.0338165102259147,-0.6281413633188553 +-230688000,0.43266740441322327,0.43266740441322327,0.42321589281947636,0.4316171257274248,141606,0,0.009451511593746909,0.002433253152440251,0.006932776529027556,0.018702964864655468,38.3690213971854,0.43896826505661013,0.4417987272143364,0,-0.020668513145541745,0.33881190281249685,0.00243029758544588,0.0,0.0 +-230601600,0.4284665286540985,0.43476750814400944,0.4263661254976142,0.4326672199772961,181792,0,0.008401382646395228,-0.00970924945183227,0.006933145484898949,0.018829774525337656,37.20886489483166,0.43476760387420654,0.4426625922322273,0,-0.03206971591283991,0.21928003497697682,-0.00975669154881895,-0.007008358802933712,0.28378741013798847 +-230515200,0.4295167922973633,0.4305669558848625,0.4253160996174305,0.42846666703980013,130125,0,0.005250856267431991,0.0024512151429048057,0.008072208775677304,0.018579115835643673,26.027017024426357,0.43203718662261964,0.44326510578393935,0,-0.031016006690311015,0.20433069805482987,0.0024482158153978605,0.0,-0.28420942615736666 +-230428800,0.4347675144672394,0.4358176394009072,0.425315968435063,0.42951665981935516,135866,0,0.010501670965844201,0.01222471918220358,0.010640681923862175,0.01837560139486064,37.4995344035843,0.43140708208084105,0.4437639430165291,0,-0.02027300480551808,0.29529014881391336,0.012150600742685374,-0.009413390365001884,0.04411911623438991 +-230342400,0.44946983456611633,0.4526202093396347,0.4368677605231847,0.4368677605231847,160742,0,0.015752448816449993,0.0338165102259147,0.016274517682145193,0.019763188878018225,47.36862347822872,0.4349776148796082,0.4449455738067627,0,0.010168121733734825,0.6108889582267539,0.03325730407780773,-0.030878329079438438,0.18309216433839226 +-230083200,0.44946983456611633,0.4515700844151286,0.44526914321847244,0.44946983456611633,189446,0,0.00630094119665614,0.0,0.016526122194252514,0.01780821910636947,44.44469845283924,0.43833810091018677,0.44529018253088,0,0.009386355682670988,0.6021206179180044,0.0,-0.03921582538606416,0.17857187293924426 +-229996800,0.4463197886943817,0.452620737239956,0.4431692185966731,0.4494703587920903,166483,0,0.009451518643282919,-0.007008358802933712,0.01584250451838052,0.01705311112451271,50.79404691171945,0.4419087529182434,0.44495414197444916,0,0.00306918531845235,0.5338925957910925,-0.007033032699416595,0.010204191702296361,-0.12121132143196478 +-229910400,0.4463197886943817,0.4484200409929588,0.4431692185966731,0.4463197886943817,118643,0,0.005250822396285715,0.0,0.016104379982768452,0.017042147952175107,53.33394505913954,0.4452693521976471,0.4446916073560715,1,0.0036613718617057867,0.5408696101135357,0.0,-0.022726583780149467,-0.28735666704708585 +-229824000,0.44211840629577637,0.44946966123160315,0.44211840629577637,0.4463190960234566,187533,0,0.007351254935826779,-0.009413390365001884,0.01746975838900703,0.01525447093894601,48.38668039230675,0.44673953056335447,0.443483904004097,1,-0.003079024280231879,0.4601798387419495,-0.009457976348193904,-0.002584518408414782,0.5806495115598898 +-229737600,0.4284665286540985,0.44106844930399675,0.4263661254976142,0.44106844930399675,244941,0,0.014702323806382533,-0.030878329079438438,0.012686023190613375,0.01518977018036817,31.818379218818066,0.44253886938095094,0.44232870638370514,1,-0.0313390868138268,0.11378822050871727,-0.03136511158828044,0.005181475143777758,0.3061221225064388 +-229478400,0.41166386008262634,0.42426573949665,0.41166386008262634,0.42426573949665,342534,0,0.012601879414023631,-0.03921582538606416,0.016823204677029163,0.01714249652170299,26.923107708584823,0.43497767448425295,0.4402283921837807,0,-0.06488571070906668,-0.1557417442091351,-0.04000547940328663,-0.028350590490105354,0.3984347250970641 +-229392000,0.4158645570278168,0.4169148738543105,0.4022125080997858,0.4116640563205039,208582,0,0.01470236575452466,0.010204191702296361,0.02075752070302996,0.01718427089165764,32.8947717257894,0.4288866281509399,0.4381280839443207,0,-0.050815110312200984,0.009594680583127593,0.010152480421840793,0.013262964065047678,-0.3910619091827381 +-229305600,0.40641337633132935,0.41901530553599137,0.40536325070006135,0.4158647369924391,183706,0,0.013652054835930016,-0.022726583780149467,0.019408022611502627,0.016879207938482525,31.250157413250662,0.4209053456783295,0.436185297369957,0,-0.06825521451122218,-0.062486281918465475,-0.02298881325579785,-0.0026181246554806137,-0.11926244834165944 +-229219200,0.405362993478775,0.41481434814256973,0.403262590229242,0.4064131184436909,260250,0,0.011551757913327743,-0.002584518408414782,0.020413296816548316,0.016871877689861342,33.33335855876037,0.4135542631149292,0.4343475267291069,0,-0.06673120362536089,0.011117127246601327,-0.002587864041927367,0.007874321312114185,0.41666575941994277 +-229132800,0.4074633717536926,0.41061390066414366,0.40326267931640253,0.4053630830299483,170310,0,0.0073512213477411326,0.005181475143777758,0.02067038230291298,0.016884138512927208,34.21053122898442,0.409353631734848,0.43250973224639894,0,-0.057909357004798045,0.10322125915948968,0.005168097492192758,0.015624640877730744,-0.34559077809798266 +-228873600,0.3959115445613861,0.4106138712125306,0.3959115445613861,0.40746334252805383,225805,0,0.014702326651144515,-0.028350590490105354,0.017065284271823144,0.01659136906242599,31.3253873007081,0.40620316863059996,0.42962180227041247,0,-0.07846496041606488,0.002703385063368672,-0.0287602293905465,0.005127895032961627,0.3258469849098702 +-228787200,0.4011625051498413,0.4043129199701329,0.3990621008364977,0.3990621008364977,271731,0,0.005250819133635232,0.013262964065047678,0.01789997373546762,0.017159866007999354,34.4828654765889,0.4032627582550049,0.4272064357995987,0,-0.06096333872173809,0.1259202105838628,0.013175780981858254,0.005102747404338803,0.20338787892207888 +-228700800,0.40011221170425415,0.4064131536898244,0.3990619333285516,0.40116233676024193,126298,0,0.007351220361272781,-0.0026181246554806137,0.015607602797964326,0.01705200361303818,30.120636405504897,0.40200252532958985,0.4250536024570465,0,-0.05867822460183192,0.15321328792934535,-0.002621557937652824,-0.002537808550385101,-0.5352094534668477 +-228614400,0.40326282382011414,0.40326282382011414,0.3969618404012085,0.4001124087705564,135866,0,0.006300983418905615,0.007874321312114185,0.016363411768559932,0.01720220557976284,19.444781658631328,0.4015824913978577,0.4233208417892456,0,-0.047382542953360085,0.2266046955489784,0.007843480637843228,-0.007634240437052742,0.07575733582479538 +-228528000,0.40956366062164307,0.40956366062164307,0.403262717198636,0.403262717198636,105248,0,0.006300943423007077,0.015624640877730744,0.01792999479456914,0.01755128894156174,25.64116557499976,0.40200254917144773,0.4222181662917137,0,-0.029971485550263077,0.3287985931989498,0.01550383293859147,-0.007691806166426396,-0.2253543932992802 +-228268800,0.41166386008262634,0.4148142341113452,0.4106136970764719,0.4106136970764719,91853,0,0.004200537034873331,0.005127895032961627,0.007189179497322493,0.01760119422671904,28.57128641569264,0.4051530122756958,0.4211679890751839,0,-0.022566123824906636,0.3712225356927293,0.005114792153597925,0.020670647511873863,-0.12727082699908787 +-228182400,0.41376447677612305,0.41481460238466655,0.4106140616205438,0.41166422555903615,84198,0,0.00420054076412274,0.005102747404338803,0.006552431165838494,0.017586275083797977,30.37983595845546,0.40767340660095214,0.4204328864812851,0,-0.01586081850297616,0.40958071636009874,0.005089772508495266,-0.020252025040852883,-0.08333968406040082 +-228096000,0.412714421749115,0.4211156197039618,0.412714421749115,0.4137645475372487,231546,0,0.008401197954846784,-0.002537808550385101,0.00652538353213048,0.017561207810178392,31.579356147309298,0.4101938486099243,0.4195927679538727,0,-0.016392909339928985,0.40646539446745167,-0.002541034245123829,-0.007752088623792508,1.7500178151500037 +-228009600,0.40956366062164307,0.4127142281579902,0.40851353532608975,0.4127142281579902,103334,0,0.004200692831900443,-0.007634240437052742,0.008831648665366974,0.017282994132705003,36.363823989866304,0.4114540159702301,0.41833257526159284,0,-0.02096158692510708,0.37922883241978617,-0.007663530416969306,0.0026039713241676754,-0.553721506741641 +-227923200,0.40641337633132935,0.40956379155508293,0.40536325070006135,0.40956379155508293,101421,0,0.004200540855021584,-0.007691806166426396,0.00641416659935863,0.014989717658801248,45.283354278117095,0.41082395911216735,0.4161797523498535,0,-0.023466725527565346,0.3543630481917832,-0.007721540680359201,-0.02337642234653181,-0.018512783788491638 +-227664000,0.41481420397758484,0.41691464482705376,0.4053628525985232,0.40641297719847763,112902,0,0.011551792228530533,0.020670647511873863,0.011881577306624785,0.016023349499159453,49.122647173920186,0.41145402789115904,0.4144469708204269,0,0.0008860799644185846,0.5061943223329526,0.020459908800018595,-0.02127696188055661,0.1132014079924275 +-227577600,0.40641337633132935,0.41691505427345543,0.40536325070006135,0.41481461136117115,135866,0,0.011551803573394082,-0.020252025040852883,0.015003657383574643,0.01642796001221002,50.0,0.40998380780220034,0.4124516502022743,0,-0.014639955660217807,0.38262652041451234,-0.020459908800018727,-0.03804380013708175,0.203397636888629 +-227491200,0.40326282382011414,0.4074635177626654,0.3980119659744119,0.40641335385951444,155002,0,0.009451551788253465,-0.007752088623792508,0.015101902780188595,0.01640657532290978,48.275978486794976,0.4080934882164001,0.41029880195856094,0,-0.017148424769608317,0.3280164272077934,-0.00778229225823236,0.08474651953320622,0.14084465576376726 +-227404800,0.4043129086494446,0.4085136021686789,0.40326278318206565,0.40326278318206565,158829,0,0.005250818986613226,0.0026039713241676754,0.015269265453221203,0.0164537396118301,47.36841843222343,0.40704333782196045,0.40840852707624437,0,-0.010028239263562666,0.35438241194915554,0.0026005868649225093,-0.03906289549638964,0.024690003999948473 +-227318400,0.39486151933670044,0.40431287780166475,0.39381120229973887,0.40431287780166475,290867,0,0.010501675501925878,-0.02337642234653181,0.017977516076866717,0.01589259295648035,49.09101791649016,0.4047329664230347,0.4067282766103745,0,-0.029176130493237862,-0.0017937714972563643,-0.02365398505592884,-0.01626018010895447,0.8313217359550209 +-227059200,0.3864600658416748,0.38961063310614746,0.38225937337226806,0.38961063310614746,399942,0,0.007351259733879401,-0.02127696188055661,0.011120779813294401,0.014215497702226583,37.93077465064391,0.39906213879585267,0.40546808689832686,0,-0.04687920374216381,-0.14894708568631004,-0.02150657931638488,0.03856758744389421,0.3749995702503206 +-226972800,0.3717576563358307,0.3822592893769474,0.370707493031719,0.3822592893769474,426733,0,0.011551796345228404,-0.03804380013708175,0.015572516634024699,0.015846816952678595,30.985643018423573,0.39213099479675295,0.40326274186372757,0,-0.07812545583133301,-0.27749659449654185,-0.038786359640992356,0.0212203059078917,0.06698721314590617 +-226886400,0.40326282382011414,0.40326282382011414,0.36965757891928436,0.3717578683956387,530067,0,0.03360524490082978,0.08474651953320622,0.04906862425431746,0.025167834712813704,50.0,0.39213099479675295,0.4031052142381668,0,0.00039098869570608485,0.5038999974068357,0.0813463371483835,-0.0181820795209372,0.24215141552211805 +-226800000,0.38751021027565,0.3938111534675903,0.3801591418266663,0.3938111534675903,199014,0,0.013652011640924,-0.03906289549638964,0.05215452666210514,0.026636598397789084,40.186886391141144,0.38877045512199404,0.40221257507801056,0,-0.03655371739560598,0.1553978082801425,-0.039846320120763015,0.029100161466109498,-0.6245493494218655 +-226713600,0.38120922446250916,0.38961060887889726,0.38015909932287534,0.38751016694997087,128211,0,0.00945150955602192,-0.01626018010895447,0.05170480090057941,0.026766906419351155,36.936968952598235,0.3860399961471558,0.4008998677134514,0,-0.04911611311634645,0.07430263431474898,-0.01639382757238235,0.015423968544947098,-0.35576894087853117 +-226454400,0.3959115445613861,0.4043127755136459,0.39066072730380985,0.39066072730380985,241114,0,0.013652048209836065,0.03856758744389421,0.0541472483906561,0.02759971303865316,43.089351548388095,0.387930291891098,0.4008998677134514,0,-0.012442815659971074,0.3921560866266104,0.03784244401109644,0.0,0.8806030683794681 +-226368000,0.4043129086494446,0.4064133129039773,0.3927611068788955,0.3959116749307508,210496,0,0.013652206025081826,0.0212203059078917,0.048265680040148376,0.02785180563609258,46.9229969922849,0.3944413423538208,0.40105738788843154,0,0.008117343949586298,0.5702289694063154,0.02099829054697137,0.005064712578728647,-0.126985575288038 +-226281600,0.39696165919303894,0.40431276482945755,0.3959115340992049,0.40431276482945755,352102,0,0.008401230730252673,-0.0181820795209372,0.0317057518732489,0.028166568694417585,45.52236198203621,0.3931811094284058,0.4008998602628708,0,-0.009823403448555812,0.41529902633874766,-0.018349404846964294,-0.020152330165447263,0.6727253724536333 +-226195200,0.40851330757141113,0.40956343228149805,0.3938109483515373,0.39696151413137837,451610,0,0.01575248392996076,0.029100161466109498,0.02639456445734182,0.028871012974635655,50.70409418246454,0.39738172888755796,0.4011623844504356,0,0.018324058799894072,0.656552697459192,0.028684790760207107,0.0334194617926975,0.28261128877427555 +-226108800,0.41481420397758484,0.42216545947638584,0.40431257467892073,0.4085132647282984,474573,0,0.017852884797465107,0.015423968544947098,0.02161823858203893,0.028865710014149885,50.0,0.40410272479057313,0.40142491161823274,1,0.03335441317126264,0.7791184596342496,0.015306228280085864,0.01990120099308701,0.05084696973051961 +-225849600,0.41481420397758484,0.4190148940269625,0.4095633893282528,0.41481420397758484,271731,0,0.0094515046987097,0.0,0.018796090366969043,0.028850115255192026,53.03011768317708,0.40788325667381287,0.4015824288129807,1,0.03294908894225124,0.7721769473981865,0.0,-0.02439138344113334,-0.4274200175736925 +-225676800,0.4169151186943054,0.41901537028136787,0.4064134391294818,0.41481467545746503,677414,0,0.01260193115188607,0.005064712578728647,0.01763292785492123,0.02884981575004053,54.96185471626135,0.41040369868278503,0.40173996090888975,1,0.037773583068718475,0.8074665269606645,0.005051930063652372,0.02500119722923899,1.4929581093066306 +-225590400,0.40851330757141113,0.417964813261354,0.4053628951112343,0.41691468855126707,493709,0,0.012601918150119684,-0.020152330165447263,0.01832473925387378,0.029222455903809265,51.44917075377608,0.4127140283584595,0.4015299052000046,1,0.017391985705094815,0.6433739158708792,-0.020358158343738112,0.012194134351017905,-0.2711857150870811 +-225504000,0.4221656024456024,0.42531597731236115,0.40746327811851973,0.40851340307410594,396115,0,0.017852699193841415,0.0334194617926975,0.01973978202701527,0.0300952732147614,59.15475590695009,0.41544448733329775,0.4021600022912025,1,0.049745375075649356,0.8871655656312836,0.03287316947152778,0.007228925384508367,-0.19767514872121028 +-225244800,0.43056720495224,0.4316173308172625,0.4263665098423587,0.4263665098423587,292781,0,0.005250820974903814,0.01990120099308701,0.020324448350720264,0.030262570274287453,64.78861924124277,0.41859508752822877,0.40336769372224807,1,0.06743106017984934,0.9727852063974494,0.019705760833292053,-0.0033615932841457585,-0.2608686871236888 +-225158400,0.4200650751590729,0.43581755955694285,0.4200650751590729,0.4305667442009586,962541,0,0.01575248439786997,-0.02439138344113334,0.025006535236870263,0.030578462618680163,66.66635135257408,0.4196452617645264,0.40363023728132247,1,0.040717558695424705,0.7804959834637583,-0.024693780618215318,0.026505450240469797,2.287580136689198 diff --git a/WebServer/AIPython/data/target_scaler.pkl b/WebServer/AIPython/data/target_scaler.pkl new file mode 100644 index 0000000000000000000000000000000000000000..f433fb078b50e63bf2c1cf84623cd6261dfcc470 GIT binary patch literal 591 zcma)4&1w`u5Z*~9W+ND5gj`mF;$M`|(OV9IB?Kg7U=ef3v8kEqq(^&tn(m&&IfNvK z=!y*2zYL$t?@p$jbb4) zwZD#UhOhA%t|Zeg+Q7kJurv179!bYyy4CgSzV`XkO?>6++)QBV0k1!=Qc-Z zdGYA34FZkL0KKO{segrbO`T=}j6r_I&4yhBf`OOe;Q1ucxsNNI`z9A{{pHCQ-DMD> zI-+F>$}glh!EE~}h~hw&Oj?>YmKjVI>U1thXf1yCoxJ?9-5))iJW|KShoC9)-emiH zncw8M0y4kN@9?{Pk>4Bg`(a2N27LQ@vUlUllm2M+qQBiI`>zR8 0.5%), -1 for Down (< -0.5%), 0 for Flat - df['Target_Direction'] = np.where(df['Target_Close'] > 0.005, 1, np.where(df['Target_Close'] < -0.005, -1, 0)) - # Volume Change df['Volume_Chg'] = df['Volume'].pct_change() # Return new df with new features return df +def Prepare(df): + + # Remove indicators and set the target + X = df.drop('Target_Close', axis=1) + Y = df['Target_Close'] + + # Scale the features to the same size + feature_scaler = StandardScaler() + X_scaled = feature_scaler.fit_transform(X) + + # Safe for the Y + target_scaler = StandardScaler() + y_scaled = target_scaler.fit_transform(Y.values.reshape(-1, 1)) + + return X_scaled, y_scaled, feature_scaler, target_scaler def CleanDF(df): # Make date the index so it doesnt influence the training @@ -69,5 +82,8 @@ def CleanDF(df): # Drop rows with null values df.dropna(inplace=True) + # Replace Infinity with 0 -> This fixes the AI mental breakdown + df['Volume_Chg'] = df['Volume_Chg'].replace([np.inf, -np.inf], 0) + # Return new df thats cleaned return df