From 1bf3ca5f631fe4d7779081e51507fdd50fb3f6b3 Mon Sep 17 00:00:00 2001 From: Chad Coleman Date: Thu, 6 Oct 2016 17:10:38 -0400 Subject: [PATCH] Added required assignment documents Added required assignment documents --- Data Schema.md | 92 + Data Schema.png | Bin 0 -> 58831 bytes Team Discussion Notes.pdf | Bin 0 -> 185595 bytes ...ransformation - Class fff Semester 2014J.R | 88 + Tidy_Data_fff_2014j_Dataset.csv | 1838 +++++++++++++++++ 5 files changed, 2018 insertions(+) create mode 100644 Data Schema.md create mode 100644 Data Schema.png create mode 100644 Team Discussion Notes.pdf create mode 100644 Tidy Data Transformation - Class fff Semester 2014J.R create mode 100644 Tidy_Data_fff_2014j_Dataset.csv diff --git a/Data Schema.md b/Data Schema.md new file mode 100644 index 0000000..491ad2b --- /dev/null +++ b/Data Schema.md @@ -0,0 +1,92 @@ +# Project +Course Project + +This page introduces the anonymised Open University Learning Analytics Dataset (OULAD). It contains data about courses, students and their interactions with Virtual Learning Environment (VLE) for seven selected courses (called modules). Presentations of courses start in February and October - they are marked by “B” and “J” respectively. The dataset consists of tables connected using unique identifiers. All tables are stored in the csv format. + +Dataset that will be used for this project will be sourced from Open University, located here: https://analyse.kmi.open.ac.uk/open_dataset + +Kuzilek, J., Hlosta, M., Herrmannova, D., Zdrahal, Z. and Wolff, A. OU Analyse: Analysing At-Risk Students at The Open University. Learning Analytics Review, no. LAK15-1, March 2015, ISSN: 2057-7494. + +Description of the data: + +courses.csv + +File contains the list of all available modules and their presentations. The columns are: + +code_module – code name of the module, which serves as the identifier. +code_presentation – code name of the presentation. It consists of the year and “B” for the presentation starting in February and “J” for the presentation starting in October. +length - length of the module-presentation in days. + +The structure of B and J presentations may differ and therefore it is good practice to analyse the B and J presentations separately. Nevertheless, for some presentations the corresponding previous B/J presentation do not exist and therefore the J presentation must be used to inform the B presentation or vice versa. In the dataset this is the case of CCC, EEE and GGG modules. + + +assessments.csv + +This file contains information about assessments in module-presentations. Usually, every presentation has a number of assessments followed by the final exam. CSV contains columns: + +code_module – identification code of the module, to which the assessment belongs. +code_presentation - identification code of the presentation, to which the assessment belongs. +id_assessment – identification number of the assessment. +assessment_type – type of assessment. Three types of assessments exist: Tutor Marked Assessment (TMA), Computer Marked Assessment (CMA) and Final Exam (Exam). +date – information about the final submission date of the assessment calculated as the number of days since the start of the module-presentation. The starting date of the presentation has number 0 (zero). +weight - weight of the assessment in %. Typically, Exams are treated separately and have the weight 100%; the sum of all other assessments is 100%. + +If the information about the final exam date is missing, it is at the end of the last presentation week. + +vle.csv + +The csv file contains information about the available materials in the VLE. Typically these are html pages, pdf files, etc. Students have access to these materials online and their interactions with the materials are recorded. The vle.csv file contains the following columns: + +id_site – an identification number of the material. +code_module – an identification code for module. +code_presentation - the identification code of presentation. +activity_type – the role associated with the module material. +week_from – the week from which the material is planned to be used. +week_to – week until which the material is planned to be used. + +studentInfo.csv + +This file contains demographic information about the students together with their results. File contains the following columns: + +code_module – an identification code for a module on which the student is registered. +code_presentation - the identification code of the presentation during which the student is registered on the module. +id_student – a unique identification number for the student. +gender – the student’s gender. +region – identifies the geographic region, where the student lived while taking the module-presentation. +highest_education – highest student education level on entry to the module presentation. +imd_band – specifies the Index of Multiple Depravation band of the place where the student lived during the module-presentation. +age_band – band of the student’s age. +num_of_prev_attempts – the number times the student has attempted this module. +studied_credits – the total number of credits for the modules the student is currently studying. +disability – indicates whether the student has declared a disability. +final_result – student’s final result in the module-presentation. + +studentRegistration.csv + +This file contains information about the time when the student registered for the module presentation. For students who unregistered the date of unregistration is also recorded. File contains five columns: + +code_module – an identification code for a module. +code_presentation - the identification code of the presentation. +id_student – a unique identification number for the student. +date_registration – the date of student’s registration on the module presentation, this is the number of days measured relative to the start of the module-presentation (e.g. the negative value -30 means that the student registered to module presentation 30 days before it started). +date_unregistration – date of student unregistration from the module presentation, this is the number of days measured relative to the start of the module-presentation. Students, who completed the course have this field empty. Students who unregistered have Withdrawal as the value of the final_result column in the studentInfo.csv file. + +studentAssessment.csv + +This file contains the results of students’ assessments. If the student does not submit the assessment, no result is recorded. The final exam submissions is missing, if the result of the assessments is not stored in the system. This file contains the following columns: + +id_assessment – the identification number of the assessment. +id_student – a unique identification number for the student. +date_submitted – the date of student submission, measured as the number of days since the start of the module presentation. +is_banked – a status flag indicating that the assessment result has been transferred from a previous presentation. +score – the student’s score in this assessment. The range is from 0 to 100. The score lower than 40 is interpreted as Fail. The marks are in the range from 0 to 100. + +studentVle.csv + +The studentVle.csv file contains information about each student’s interactions with the materials in the VLE. This file contains the following columns: +code_module – an identification code for a module. +code_presentation - the identification code of the module presentation. +id_student – a unique identification number for the student. +id_site - an identification number for the VLE material. +date – the date of student’s interaction with the material measured as the number of days since the start of the module-presentation. +sum_click – the number of times a student interacts with the material in that day. \ No newline at end of file diff --git a/Data Schema.png b/Data Schema.png new file mode 100644 index 0000000000000000000000000000000000000000..95c93c119ac7e310a66fa2c692d6d3d6bbf06574 GIT binary patch literal 58831 zcma&O1z43`+bybuq;w0?-Cfe%(hbs`Qj&szba!`mr<5Qe-7Vdrbf1au_wVoj_Wt)d zXX&LE&sytwX5RO>#~72~_wo|2;ql;Kym;|iN>Wtm#S2J+7cU@AVIja3FSSTI@ZT## z841xBPtSj{+6!Y}ydZiZB`T!imUh_g;f6ljeA+4=6JR{V@$D5;MRVBU3wgM0nOFr9 zvNfo}m|AVKN%)M|&`Dvr6no3`$w)SOlm>JzIV3rwqv4T0xWg%niC5(FCRbfb2-IYP zQ+YROaeW2#9rFc9^bwdV6~cYpXKew>p0V!F%(rK zgY_ch(rKL{^nT#ZnQD43u9@Y;0}X`YVy_jZP?{`Vy{H7s0i`^AO7eo+eC4E!MU(NR=n{h58BdV0)eJV(qvxZ!ZIv9hepdb&h)Yiq03^@PH|?R-K;CXpc@ zg425LbW8-fcV;JEU2nd{xm1OSI4>s$LQBtmFCSaaO{hRmOiawojMAy7s7RyE992Vc z;*%~zqO1>!d|_^GRPgssK|6)fR@{~_#Bi-%6wIDHEmE=p*c_@L|BdUh7n~orYr?|P z#xtsOatyZyHe(fBoSl2U-Nz(~{!Empmag-E+J%fl5zcfTAP)?jkO?*qB|?u8 zJt~Q(RUgbi^^Y>k^uqckHaMs0?984deJb|_>pEldWCe8pem6Ig|6)q{D-wbGS^#ze zgRV3*Mb3l>G9OgKY_`Z(m!k#nu0pw1Jv>DKl8K24%Y|Bn&Zph6?0lKTw>(bfph<6VM&2c^vvu5h z;(d422uEz!@o>36U23%IC#&uFp!?oZlLYm^}@Mqx~en6%bTdR0`WZ$-ag+yB{Jy3 zBUgY0$_HkLDcX_9tEC%b5Xs3+Osp4-V$k>2r{^WSHm2_`Rnl>88V`YL?8jW^-U&w0 z#l=N<)3%5X41==pIwYa{E-?;CDB?t1rPtjhIhEz!ME(a~XE5O$+i?rszUPWTvM)fh zOz~<)a819eDl3&Eu(Tk+~dFE=(K1-{)Kx2_Qv;KSNpkBp4``ST};VAsCCjL84p z-C^yin}5*DbDzEZM6ejh+sUTY+-s$MVOhGsp3C8<=~zY9SAU@wTqFUr@-qus&oz%e zxGnv?qJt(_>~rEy@WMgX@cC?|)3;#VPGJ8q=ZjzPYb>j+{RsBf_zG(Dx#5Rje*DVI zrHq(k66`l9IKu%yEB9EWxI8UXD7Bg$O`M%Cz#^5_E-HO|?#}E~5Yi(KRr}tHrcfFh z8X^T1YVL|R-ja#|K|+wYHK}q;vc5!nGC4l-AV?Ku27XhFkB=8xnf|jiw6;GOPrEiD z!`KdmWV29Xx5{rp;qiT!7c)t6#r@N#X6p&CQxfD~2CEU-Z2wGlnj&yr5@O9K8F?eO z2*y)*s3o6}$>=IixPk(4&SDlJNzr3+)O#(JN%nvt zrnGlAh1?&H-?VG0RqC~ST-i!;$c1#`p3xmn;V>0v;^7muXcIpN6L+<<{MVg9W zU!p8@6Q^-=)rS-vO{1G(WmTGPLB1?WSYm%-(Y8xv6fs4zz~cP~98f)LJmN`B-!|X!msV^zA6)PI~@RZuVS* zb7_RDXWa&oH_TU&rvO&$`{?$ePbQejpExD8afD5E_UNdBYJd5ud9WRumR|pq{^9qz~)nHq(#lPYxFf)-6nvU=(s-ui*P8JPbdBHOu$A z$o>p45Nq$Le#7Z`*iMqV#y9#f?UQezQo3(eI9_uu)JCH9T%VtFLu2!wygR$<=zr9` zZc|QFCOW{ssYjC%fmrWcZK@ub5kw(3R}W_#E0X4h7(Ii4`zRcRE@Hs&J+!L|2hl-D z9x>4WJr^6wrW=E|?VX#TWki^-0jKl|-2)$mMJQZjFn7;dC}*(aG(k z9(u*L!*%OilP=BH$M7}r=AQbMo%@HIC1}-y#t!*cKki0c?l}3XbSUH&-0s?GPo92H z);S#e(Fphdj);UMZg74BOFR)QxIIpK2SphxbJtR|pG+RCEKhZ{oA)V;skd zg!?cRpZvcHXTLY!*C_EL+IZ=^;YR!gyQ>1NC#PSxwrKYyYE!?$DWqLJ{z~g&gKbX@ zrn6b=!=2u0v$dG+DBS8=d+RJ;ZS9|#e6vrZ-ckBKw9E8rL_sfm>XQ(Ge zYsrp(B+7)#SUc#Fq7<(4==ZJIt5xDzJ~j*{Wh@3wd06TU?$kk;ZH6L0)wkeZ2$;w) z&^;7ktW^`=%pbh`x0?^HB$h?io=44c;{|Fiu?>QCzb`%1(S$oOAfeY+u;)}A>}VWn z;LSEi*!14bi@_#qX=SK#8Iet(5#u0wM>}}enF$%Ep)+JD287W9>=z|uZ@^C%B^ZPN z{Ut2~4iVAcuZsyA32G|aJ_`Axf!=2B_m`#W<=kzqS74bCDd6LC2g|~%A>iP$5JA04 zd;FPt9bQM^gf85v*Sy!jo4(lCK;R^BKWP?^M>8G4Rqt5l_~E;DRvPzKA+7i8yKiWP zo7=p%Es^NLrgZp!loWc1FyNg_N5i^AVg16){%H{YsKY%5J7WoSHwpv(M3Gw#RICL>C8q_sL`e4G#wvhasr{ZhtC_D7zd_E~d+Twb$-_8eV)>5xdNg{GH&9d9|B zWCIqhV_8}6pI^CT%*NfhVv-Ww7$UX~Vwm`3x?FxllA={_QG{M~1@z$JmRJM?S_E(h ze42M}uV`XwZ6e}jmC@HpQr1ZtDyq*R62-q;_?X(sU!+$bhypP)pw59#{Hr`0mBIam z9{DNLxC_eq<3)YD#i+|2@iErxJyEu*ri~BS_mGTJLjpcJ#o0hDTVaP|OerzSyE?IX^F*8qQeQ@4qEUCVVks3Kw{rY>d{7Z!xG1B}XE z`-PGJ6Ud3J-Yp)TT%SrVRjGj6A0u-yQ%Oy@AK2K~fC{1d4wNA?WHl>1x1}h?DBL$< z2)3GNt|tQN{H&B6=GH3D^~nTu-SeBu=gGSP&p!vkY?qV%t#rs>z&n2{ff&et7e8mE zQBraP@gpjwpFt@h`&{KvFoNf$a@xt)V@ZZsSX-A>MAVLe!bZ~X13t?CQ5G>F1rfor z95;6tM}*!|YvSUChY-^QO4SR4O)7)|9c_=lO4vdYXBH*Z_5}kxmjzZ4Je@IE=ug@?$Z4M8Um?A0Mg1oiY?<=Oo{(?OKVN=2` z{rdVrG)f4ngUjnOT=%~DZMM%ZWA&Y|ADJu|ScO{D#(#2dMEeKnc871ZG}y_fTZkm- z+{DqxjA7X3ag|^FNsd+L-`lWF32PRQ{hfhI_R8y|BbK#YgO6Q5Ha_?A(?f?3t&30Q zs2N9UEW3weKJgyXjnmyJcY7Bd@`C5q>&m|+Gu(k&NA)f@p zWlYBLOW%&7b!ee1bqT|BvSrf{s;FipK4&iciAU4gWL(6f&tZ%e@Xam7?YBxVA$=rU zh?!CllJ!%0OlWW=>uHRTyme8HQRWdke&4{H>D_>Y!P!MRMY3?h-pQ*6$8ux2aP<`!r>GeTHS2z8~h5?T0NE){atd5d&EMik z7sp_{`k3i6Pq-~suN9vfKmO5x=w~o=^KHh8AQN2;Ik#t$OmKITM*=8)|F1}7865(Wt>A+ zYb`&JE0EfE#-lsMf|WP~{k!S*_SW3%(1kaNMNUrceT2Hc{wUK=P({PY)A6WL4%A= z!a@M%63UB6XZZxj{tN33V$Itx;J6-klMgitRBr>&AiM#vA@b9?W)!+M3)_h9doft< zmEWjTvam0?0mKu5op-3B%_-?Gic#k{85)Va_2|f=5A2RU)gVp~-W!0J`|x3f-d`Wh_9+i?jwC@a1DIGUH;k}pJ~CVzo?r@c5mH8 z*X}8yfG3Ww%l&b1^<%dLtOf6G0YMx+*tMGf3&EjGeC$sArNKjxWEgsa zr;>xJ$kNW^Dx?aMCqC5)6=;chtST3&>o)t>+o_2^W!<>N(`GupApc7ti44n1L>Y7j z+*Aod5HnyPI?_-uF`>Y}>e1msdH=Ori2rB6r|3vD7_u)tE`k>&>|d{r`B#3AgX#rc z*!qBjO1tO^Hpi}WZ?p}}?0l0^mr6)qvhrh44EjBrVNpmJ2RY~J_^ekN3X2gj778K+ zSfhX(g#7Uv|A&I&8Lp*J`T8^1T4$Xi!A7!B@uLvwMG)O2T~z&`GCyN8=TL=!FX#A4(o3LPyzlaNEi>*5uKvb_Y0k6qbw zt{8HTY+z$q@$S0VuI?{=y8zpWMpdj2G2F$`=01@KHKf|Np`qcu`5KPZ7b2s9Z(iD* zb}MO?^idd-b8{NH?ZhsG<(IpFlr_4tu(G-n&HO1H(5+D0@*1Ig!PidO8~O~pbAX8&w*~F!z~JXk54I9IQnyd5${br z3RJY;KV!@!mKm%^1%*5MVTI@appTzZ!Ykqs!>UCe+mkn8;<5ThlM0Md_2OVHNG|+E z4!TO250I3tJZA46yj0WT~RmHiw75OYo*TpbIr_1FDq zwnN;?CZFyau{@u?GT+{LersvrS?a-&;sMaD2?;jln2m!YVYr!jS}Tk?Nk4$-%NQ0G zjK^qnXnS6vhu|;95;vh5_xgEj`D|OM?>lGICjrMeuYVwY6`7g0<`}w6DDZlQiqAdl z@7KEyr+rA{!GPCqnb75-EVYdK&0PJUq*pm>%+jURMG-r&=XC4&1*^pqKon8Myk${E zYjbnS=o-++4b;DIG$m~*P5XEXuG_+^!JzlcA%3p(#q_NIt(zx5A(wSnUy*hUH$Kw- z?C%@Ta}57}`C`G{vO^+X_SE5De2%Tl=Yj=qFikj8XDf6O=*P+{Dn>Sbe|O=sS!!}v zY_K7H5CjZ21^VCAhbc0J*n@!;KdS$M35Vp8884h65h0Cpd=uoD&&ofx904>Lwr%XO zFfkz~7Im>?!&{p=xR{xqrsnOJ=X_rkqc0l`y}jakPvrDFTJOeRlJO}pa6sc@;;0`?WdQ-7ozSH zRPR{kpS6z7T~k~I%n>qG87CgEI)0F`-=;8IBkfE1@kaqb^_;bxX!nYLY($GK8D2$Z zcPOdU**e^z2;<@59lCgs@I^BdxwP;53z^0y51a0tyd%TzuCC)zUHEb2GU-y~p9c~D zC%0?bX$X}>WfkYJ)?H8~15$1~}#XW-N2vCAWewpj4O z5qt1?UFftj!MEJ{g$Y}ikqS9d!%Z~ji)Rn&waO=cp3glP?N(ys`b!ssEA(6iRGUViDQLm7-;Z2m zXhqgaY9drM`AW#T)+f!CB}>gs0=>iLEnX}fTr5~~EUYXnSk}(d(9)Vz814-PPVU8F z#YytXO6S1E4LG$fPw0q$?P2zL^ej%!|883Q%#81TmX&-i=r=p5IuGHE*@6@+Ejd!N zWmPf6LVJZv)lySZI-7IKj8xSkX@Ye<@mxc2z9+S}wc+Epdt4q;Gcpz){jDVm8X9Ky zoTTr*EQ?^O-8yw))7IV?!p038?(gSp6S#efudgFYyZyXJPZSFe_B9!I5WJzp0gAEP z_X_p+gyIRFv6Pe)Y<m>6nUTspSjN*Z*X3aIF>DgGqM`6F2hk@K`5= zW?}xT&5@-`s6>5dWqvpV=4AL<&s=tD#wrzZ4 z3#DWJtMqt(KSjXDyNsQ4Or)6FPn;UVQMW z9bExOQ^KpA3KQR*j)0{C)|DcjBYLM)^cNt9hun|>a zy?8FFi^YX|``E{PObZu^aKC}+k>({TvbEA(v^wrf1)23`2MZTKft$4i40Av72 zv?(cq5OqyD3>steAotJLh;c}lh#-2!HKIe#iQABQoRg4B{EvBj29l(o9Ud{zr=sZk z=JDal>gJDUeapuEO*#zHQhKuH`}a}l>94&&N?*>$JiYOp2ses1+}o}k|9}Hz8uKkv zideYIPvynM)r&_HSnf<@dAC${lpF`Mm6fHXJ5fu}K8H0dqw7RFxxr+8+6(P=0VvQ zI8=7eBF5l>5#`{KA{(9PQW#|)dYvMUp*M(c$%OxGUJI zme9xJ%4PMe6_u66wG`zWn&j#*sDH0TYPrD6^UV( z`dMxCBP+kA1})=rUBF*V(2suQ-mX@vnv%@W1Aw1u>Tq9;wX$-oEM8t3E8>O|&jy2> zRP;WI2;tU|B*2SIt!2wwj^stJVw`HQy*H!<3XuZ36Dyn&M+Qn#bodJm;##|{kdxR? zl^00(vQ~5|XKCqWtF_AETHH)nNa4x+0hMuaFgvN7zY!w;qlRvqy@22^G%Z)tR#8#W z(n?88q+~CFCB_Pc&Ts|1&}opJt!+a6SYKe^D^SUkvaDx9xnp8cXK9|Qq&RZnSJBb( zM(M@>(?ZdyaKuLs(`t>~Vrv)Uy7A4;?Ip)Tc@+7B+SjyijdyTVON1gF_V+>7ocN>A zR8saLT)Re^jJ&As8lzi-NR3)ZZHwkW@CQqblA2aMkJ$)*GMj}^sS?rjd+J!>FS7vE zo7M^$Sy`11o0gW9sqk3kTZGCND&wt3KG>qm6{ut_9wnHH10Z*Ewj(o4N6wL2URp{k z4rBb6rU)YlgZP;y7#I>lY#C?(A3C_h$b^G9A@l1Cl+~PJ^_cr;K>>w*2o8vwy=zi4gK7bG+Yghx+V;dn%1CnshYsUx$-W4b!WmpU2A0!3pMba{EA+#HB70Q$_-C}zK#=#63fmiU%_&>AL?8z1 z10RuJ7(tIDrUVKuB5@j3$?aXQz5kYFK6FOi3VMhX0OX`)kTxBLVGRiIXF2R8ymk!vk~>zlucV++<4LrO%yc_80Y9| zQq^pyOq(!NGJ!T(@eo& z89DfyvzR~(4GqOdON1;Q1!{j8ea#;NY8J2}C>>M#-Ck^b2BqJgsOfxKjD!zI_>MDA z`k@l2pV%RE7!vCcU*n6te<=-{y&Y7iP-h=sN2ju9uOwZyc!aWOX=w?np&8AyGCEAh{KK0q&hKj{FMshdJTOC!QMj{P&mKLO?E&v!NSI-g`U_W zVc53D}2VVaD5kL+ z1zz3;5^uN=6V}etX~(t{7Z+z|3$>(?mX*OC;CFvBeZy&+C$rJ{&3X_MJ3cqa@WE=~ zr4Wj746AJG;EC%2OE5=Ak$&uC;mjFg#Vpg_`~Tezm24RnH%y+?tCGEP5o;kB;9bIAM@`D1cof+WOHSs5K_1eO>e zBPWF!KzMw5mjR+B*K&;s!Z`qPAQ@ta*(2eGi?=NE^@EgG)mS=vK+wn6{b-`Z8euXI z95;YZYQfbc$&HGx-C12-Iy06)p~;ZUFH9uRRQ)xg&X`$=$3;HG zZ4n9_L~e7`4ZAJ{+*d}Rj;+O7G2KtLeIk7N9jWiQWRlV0zK!^Fxi~E*1`Q28KR-YC z7}bK|5X%@l02QbxC-+)TET@8^bb4WB#g-+xQ!hJ%GV%vxV4OA9sk|>fkLBFwFVZu@ zWZHccT<}tG>aE99e=-m+D7!jv88ZY%9CUz=2&7LD*2r(y>roVyL}hR5f^RD*H)eBo z6ebyNE`tG+M}7Mr{Dj(8e_p~wEuX6E+KX2$6jMD%cRWgeRa5x>*>Z(a+jwj?k} zp0!PGzy+0`pU=(x=euXhq#W9cIYdpjWWczxQ0*dBQp86$)BIQ%W_VOjbRhxPNvOK#blYx@4A7OrTp zJFl#_eF{C>R^1vdZSk(+veQ%5>&+5nq5whiK zyjFdPcYe^lgx=Rjm0solhHGj=?mYNN!a-CaK=tXXr~?80;^M+yHeG|c487kTV(nQK zBMtrb>D}8TTQUlH5s@#;wuGsQl4u4h?ut!CYUmf!$gn@4EA;jc4$z@|U6Pn&>_m0M z{kQSDnIBTdM%ap@h3|;^lbGu|{1y=9GPM}3>iCrI%Wv?6gNV@dK4+3JqR5lsD{u)R zI&6M0dn)ZXM^;fImvb<_M}5}I9Pdbv0NkuK`&l$Ph=+p%Kms>6w{&g@ieckoSN~@` zo_SR;_Xq8+=rH(#jV5KMYKnmpd`~KRwC*=Zh9`SbANfKioVE*+1eEU zA)khYA16gOUyb=4sjCBXj$3o)-Tlxb6JyDA$x>NZ1_GpkJYE0v)%hzwgJ}AJwVvEm zs4AP~k_`gFBd$62l3H2eTgJ5JUngO1)RkosE{Pf7_1DGEN1={3xTQ>{^Cxq*ui{`{PIswl}y zX8A7(=9zn+`UFT2S>OFE@n zQepYyS+eZwuJA%i{Y;PWgOE4>Uv{o+I;{s_(|Frl+V=28L}b>+yr1IP&o$p+(EsjK zZ3qY@9hXZ5qNezP8P!{q1YYu80i(R5_YaIUKEUTSwT02oqp+|*CN31#55O5zxta`4 zH@aNr@YFt?v^7&LIHr9Zx9WX`{ zWA1aW)hGxFQ;3OrO?vu{(Y!kiWm8mWQ@D)-2kVOgLw|5r6bjPUSANQF3^tdV9=FpE zfcXDM=V}2nd9jG@bq59H2JHqCVQI%29Ge>!oO;u~*->BZ!5naph2@Wdfvy9(PS_`{pwISp;i0H=KJltM@ zYMGv%UIZ_IC|4Tok?l|03piDvD{gDaWBvdd7_gT?thseNc-E~|@-^oghPTvE<}i{!1Oi!HB*)TRjB zO3Bx$#)S4&AVZnfhaXwRZS@9J0>(*AyaEMOr~K$k`m?!>vU)nbc;TPSc7J!3t3_h4S9<~JV-+O zfekbf$Xf@%Jccd|2EFxR1!(uqqlaP9jAC+8K<;wEKZIa~z_SA`yNEBkKw8Z0dUJx*x@(KK5+!s!dMehNpEXRlGtVUS{}&sY z94s{rH6)=diRYh3-p!W9;F^<*bpNOTnS|H_B+4k{pTIAtqVx)ene5p|2sRGkN~^~* zE3Z&ykRd4zQ=4{fU|ijsIVCgs8zUcx(36(!{jZSbviGLwWTp1v$3LweZ;JD`Gy_=0 z8PJ8I*18fs`{kZSEhY=bk2>Q8mw|)sM+8CW3=F)A#s5j6x2OKY=*OWYm>e7&m>`gM z?l%o4w%}+(6ZOx<`g0LsZ}&jJ`8U01>Mu^}>=dNJLHxKTC`bSgbHjwaEygd6U*$fX z0&IVTC)cp+n!yrfot7_YB?6}&KHk<6pIrO~3bDYaCjuZmAM1C#2gblT(5n|@ZdR9-V_f&bkU^< z$Rl^siiBgD!w`e9dJztsnbotTK?ZO5fYA?*7_9n50WJ(hy6dmT@Q8aeIWJ@KGa7<& zJMY9WKYvklRC~$!v*QA&vJn}cVCaw)g$~UL{D^u;;asNw`rZC?KJj~P?j{R79sPun z@K|_sx!s7!=x}ywY;+~$bt%bxs1@{KTCndo^F!n4XMk{x2A(%OA<|jw#GH9y5H!JN zBpMW71d4x#x3hqaiW=QqOyAD^N7402(P&Tb}0Zn=Hyyz zA<~0bOEtzSPp5_OEp=U|-4W=)Koo_BUX`uK3I-1Lnc-BrF8pu$8km>Ki0$}*ajuJAX8rh~aMEmhQ)1-}nOwAc zB=FHbH;)Vq8-~}m|G984bR%h6QChRp-WI9ETaILSaFB+DMX4O=xoYE(_1ASoB?|^j zZu`w_M@92aMmnMA>E7OCcDA)mFo5~8f63L#-Mxdm_Gp=Dl1PV4QOdpY-y2az5X^N?@2q7ls{B zE1gwWKe@hJ^~$x=N|vRtc-dC-rDx5aC%q1!xxyJV-2hmm6^|1>MT~Ym#`yWMF{YBi z=i9{*@2JP??BT!WLm}IGCVX%0yp74&xjwM6w7AkO zt3tXUG2>OzXCZG#&s$fNm3jW|#THXM2YM~dp=)ZBtxN0j!Gom~>tA;o%q!);1QM^y zp@x+eZOVJ_&|(vF7gcTTH!}|;%;wLgLito@EaNhcRM)p$r*kzX^Rtb$NB{7>>^C>Q zf-kgyZwE&fkb&g>NyDazLtS19O^F z>FfClGwDRkWfJTUnhD3!2TnXdZW$aJYP6pJN3OT*0zL(u+|CczJ0T&NC#$PNXZ}$U zXFH%3RkD?gR8%0V7c6(a$l*UI*4vw%rTws&{NVPj_psBc_3cig;o9+p_XaB|DhH+$Q$IZb}&bd%IVsAOL? z)^Bu2S*@AE&3UdCjK5`pI!bl=#- z4Q<7EPewa|trJfb0$C`ZwoqN}v2*5|aU6{x8ikQFZ8^U;>EpC$Bc7{hs)7o%SKfCo zZ8+Wx)c}m7R*I>$WZO7<5TFcveO_S@=QKS`4p08?88NtW0H18l@y5oXSqBuhr-ua& z;)u}l)=CAbD z7G`H*=qJQRens-xyj0e6*+09m!OSaROh{% z`?NKO@&IDbl6}u>Csht}b$QBOK**nlUr8J? zsn=TjFqA;gR4I$(RPn!z5^hc;YUR?EzzOOwn!)Ff(zvLrum7}_sNYam_nE468qa~} znbHNQgw+3VzP7OKeu1Ilza(fiTw0h(7$>y~Z;}gqnfCY0#!9~aQ56*omW#eZ#cf_F z^22g~(=8zDs+jmcTrDW#3@&Y`q}B>(p*6_Vj+v4)FS?$4hlf_Io*#k#ms~&!|M?4E zZHt<;STTGY_nraBM{gykV+XS1t7>e6fzF?m<^q}x#NVk^NQkwURH+Q>r+3>>8pOB;^Vm_#wFy8mY zd&?8R2QcdHF{H<;##cmS&WR!{#(vK^6bV_PjDdggVe_pJ1zhk{DPFiZkQ3@({5nAP zIf*Znhlzooo!t{2HLt}i>%c8WS6~tZ8VihEz$Rb3#B1z$-Use&G^6w z_50QZmSr(i%UQ27(J~^BRH~|!jk}qEzQ- z=>!q*!k~qnOQia_JH4yOXhw8SU@tLXq=h5!5lZ1 zhDH+xaoI>^uVvXbg;_i|N>^9+Y-co*nVn@sYJ>;jKRmyZj9q?Hr$c7d8e!t3X&mhA zU3T;~*`^YQbKEGr6NG>L419)j8Dv-{gi4$I(JC+eqCKFJJ%KL)>=ysZcMmB;G#V!V z8c_3i$#UAE8o-Fi#h4+5l`LmFL>bT}b=^0LN(U*hQ-k;RXwE0{1?5m?HQl1Fc5{Ol#p1;45H zp$ytlw<(=aOCzUziAN{V*BI5dl!J%=O+`@tiXIMELuXa5Wf7My*$_oKPI^@bd1!;C zNYs`|ZSs$T0Mk%G`kVw$xhHu`ii>^YV8fP3CAACZuIXQ2rNa^=Wc zp%mU~S<;kqs}4r%<@}Jo$e~8o!@rG680F8GO*Y_NT( zAQq0yA0!2^+vVIhl(=hr?KebjzXXJF#%xrgi3t^|p+11f9igK&A#x#=ri;};2`4d+ z9=SxB1WyD>dIjs3hY$uazwx};0R=1@?>>;9ot@p@&ev696Vw^jAPuao_^r~MLvAJZ z6vbLOlY8;%MvRhjuaQzvm|{$d(K8{C;^1Vf%@PBSq`DO^zms0U6+obXUc$y?P{nSU z7<>in&wg$43)<@Ts}&Ci^&W^gLg*M5GD@VRe|$r78=unUDO;x|CWMdR5{Jm?%^>Zf zz^cP)Ir$1?hAMSLv}6ds)ro|lp7>gso=Y;NxMj_dI7w^L5`Zf ze{2??&g+HIde`iqjZ0me#K1dYV-Ror?48hUH#pyMr)b)>hyOpdPnzTNAF)MkMZb`>dl%a^}l}r z1dSMQ-mfhYrD$?_nBwcZGFiAfeZa73K1G9>8`2ny7UKd=jKdlxZS)8|1||=&gfQKI zC6fH}48mZEMGJ>AS$Dnxmnv47rcuk&BjKv^EIb!`G7Io|5N~$+a{8R5>K`xRe##{? zzPJDHc96mTe#v?s@OTKIX|Xh4uUv5)F5Sct!A^(^p|~8m-`=hMsK5Tf`#+mNJcNS) zpi3P#DtqHc^z1cBwoV#mclVlUJ$aO0xE|qs%AYk$mYq?t2p|(y&|f`?c>C};ksn~` z+_UWZv_Dt9!N)f)TWU^b?l>-%v^KY9FZnff*mPcNxDFE36d=0<=WyBYe=jCjY;ol$ z+}(TIEC|Xz%;X{XbXAM4y>H*1c-+rDWD>i#FXt^UZuj>Ie4bkEb_-NV+}ia3>mCZ1 zDoX)W)a9*pu&vO=qAyX!P#Xlro-3dK8#DrC<-hJ<8G)~9!Er!Ne`9&!iba1rJf7?2 zX&~xHglbU4AyavM@vX8(0=fTZO-O-!`U%LCRuHW6BfLtdY4j*Bby$Gt z{2zA4LL*JARUOJ#$b9Fq2?=Jf#LmtNd0N{LT z%|_BRfkPn{-I*TPDS*c`|1BN$xo=c|kH3j#>M%&?JQKX&*JsF~9n$;{$A<985`Yic zwvjCjSv?-^Ww8H!J~Z_y%-g@t178Z<&&c94z7hEoL1YL9;1Cfr8U}Fa1xhDl+`9d7 zZ|6vTjR!P`tT^e)UDjeZZPSq)q>?o3iH#pqO76 ziWE>}Xn(HU-hmrOv3;o5%Fb_Sz|w1uLjwg(oeDt9ykpf2iJ?3#7FgYdncjG$Lcag@ zGW;9(w&CNY%bS5)0^uFt`3soIuPd!nG=5l?(^AjSR~j1pt_#IQq>%jhd_JPI1SRE% z=<@)Br0G)5E};@dpaB7&wy#Q8+24!v0Vg=wGpqezS2Cmxe?QMXS-v_^f(o6srUGNDL&08H%*0TL7 zni6uK-Z@h=QlVze5dPofqh|tsLBBjN}z_(=1CjN6;uuq`Xg-FTI%w{$Gd$dT=r_afwzQ`eyFBL(qAwtSkCcY zHHT_WtpQ9eI|c4PD3=xktl!ujmj%Tyx`Rf7RiidJt)PyizoN;UMd5i z@_MnF?!d9R=nL?QN$o?1R&xonCA0W~@@TN16qpQp%DZ-65sIm+&)(mhp*PDJw^f4? zneeGeP_g<78np61VxaIB&lpGqQUa9>3Prexo8$w{%KuO6g5^3rK@Vmvl)>OE-vgcb7Cs zx8(lj*5^6ryyrdd`};h>u;L z77u)ZnZi5qe1Td}b4|K|`buz!)~?|#oDfbxJMiYt6Yh|Z5QBvVAaD3ftMSrhyRMh+ z+eu@TG?4cJs<8J~;hVzon3$L$6*PoqbvSgT6}6`+-B=iR)J$qxS18-y4y zS|kbJlpzt6AW*+{&drA?A_(~J&J*~5vj6#4W=1$wnac_M_+9#LZ>`yc((v2{;y@S$ z&}&4(+>bM~uTHCE&lZ{ncWx@k_H$KG5Myb_EYAlATBn^a+*m9uhc*4My}oEh$sepm zoSy~@BqtFCB3_53(NK%I7pYjs_F-?yIFN<65T-=&zF^&p?rw9jO;}eQmE0U!88sl} zwmKV285Vue7|A6KD_ zIy=?t-yQJT0#%L=F9q!D+#=`iy@p3$LsBwlWFFq-xPKev>ke@X z8<O(jB;Rvc$MhkD3IPHa7km$7Hn{Y@NkYb0@$YiWKo6T+`_czMJp>0az9;yuYur80*GcBco?Mb0$v?~Q@PD@J6MW^tZ>Hn zeirp3lhh@9|BP`q)|43=_6z36s`Wris^YP}?7!zJay?Rzvu$g>9Xyf^owG#oe~l2i zWFlCyA|pBSVT^soT;J7-C!~Fx0Jf1%SNpbz`Awz7-F8P_b*9G<)HuD)*Z)EZ?nGT& z&*S_aJ7nOONv|RJ8BLRh=ci&}r&?4}r@%i}x`E?}f~EmS9Jl3T`XrD?)V&cg;Zl+s zr~Tm1^z;wi)y%}?$xmU}M3GQO_4E2(PzMLYa#=9ncBp_=fRHlfX@Ho`l zzcnQLypDnIhT)HhRi0d9r*j1e$q*hv`X+~u*l?bqlK-t@eb|k7O1bq`KQXFa2L8SH zc!@*(ih!>6a4PynI@5Oe36x6RG5VjH)DiKm<%4%*JMJ5b5HvRQr7)>va&`>Rgn+U|Uj(VLdoHdn z^L;?s4HjP?en`V%udqd5QW16d->Z)2j5UC*00S>r!TC5A{5(Ya#_(WnK}T8J?OOEZ z)gJ!*)h^u510C-b&Hdc+e6bYGP_lsKvpR=(kwop$;x6EwWAkLID?nqV{Jn7T-d4k} zd0`s8I$2{OQef(a5?`o~$ zw&l;Ln2*Py3()oWUrGCWeO$0)&R)!X8Y>2B3d(}vo z1+{Su9{HVQsDv$8)W-iXF3)q9Eh;FvTFYe^I|)?oEY(4MSbU8uqJSHqn^(KsLJ4$@ zipq-I<5HCRoqybpK==xN_Dty4=^lKU8PeHsQUN|V{x!&PGS=l!5(F#W6Cwc_{6a!8 zxi2ck;@w~Lhqo3*z90BLYQ+}EbUbakkcJBzKpD!#+CzUk7lFnbtU$ed+rv}S;Yiaa zh7uA^4l*A{vqC;WO2qm@j{hHAnmXOizio(gREMdnJgkjD-wT_#3yDvT>$PCB)}rG%w>S($XgM1DAHk?G2z+Un8u`n_WZ+!OLY z+!J)bJs}zhITNr07e-CK(xa5xycw_LKF!;u`(NCNdZ-{Tb$x5Ma*op(aMD?SQKHksKNDCrYsqeoDUyu=-2iKE zZtk~d4l()4M#MFOpnwx8wAl6Ecp$iWzQHIkl3cj^qU^B(c^5U>OoT3tSVEE#rv0`gs|BDgPITWyPfaOh<#oPx#{6O@S z$zfB0&-ZZvPsJ$sJ-z7yAgNRUcb7?--vWClqV3Yc8EYUz2X;M!2+E7gubcsI89**5 z4IsO6s$b41n{$VB0vd=fwmKO{1KaVqLitv38#bmd^N%MNe=G^ zu7kAW2*|IJaKXrP$GPFaq^uu`-?Etpq}HX&c9d@A2H8!!E7gv(^fZ&3Z?WuqdUC&6 z8Y=6u!y!|9Q>$GiyIgH1jXWIg`-!SGV3~CI>fKHCiep>^Y$~Qudv9WK#dvr2yq9>9 zj?`m!?0&}>_uTiGeruwt_j4g?lDCoUEGnJHaw8(NiJu>zgb?QU8txTV-MqKn-^f)8 zP|O!u<64!%&ItHw$p*;*LsK+PYr!OM&4C0BgkZ`@#SE01x zV(!2Lv4N0h*s3HpzV8jUh0BG!N1%*QMZyaJ0mVN6;xS@O6t~XumPG*4M09Gybpf|T z2^xK(03F*p$u|2I{t-7yAN@&~)KFJfK-b2vRuOw!j;F~)q^Tddkj%-BXc}JQJW=Cr4HDwIiFO^H0AFo8KJPI3HhS7@+X)?Cg|Z>2DWUq^(k`!1UI$n71?YRSNZx zqryT+z6khPN)UD2^-J#q00v*l#-=XU2TRnodt2SrMN*FGPV)w(RvC& zk|ntDFuyOhSM_-=&cw-`8Exbm)lzN4jLzxmhDD<5CmSC2P?f-qf`u-p7A_O%V~f@& z9Rm(+S$NO#CngHCwBP16@h~BMdm9JUa!4JiF@xU(C3v`pCJEGC{%C$9CEd}{VFFe) z>2$-9_bm=w8p_!y11b90TwGj?E84eC(7lDvKC~=?4)e0)tF+gEmCp<(ctI%N0gPOx zYf4HKT!%qj5_?xhkb4df^!h5Qs?7YU0`-8a=pj$vs_jEawoH?boMefbLWGGVbTcyV zFi+ILv92&XufWh|${WX37V0buy=zpN7l?B0K?xFCO4rRpl5j`_qOBz*{pU#Vlp|Evv8lGsNAUtOulRn$URXex0uee%LBD zt`;20K=OpJ=kMKSVPU=={y8QzTeUY+HK$_2P0Hu$IB|1b#iI5VEExegW4dF}dQiqY zK!l>ean*WbkNOqrVq_8X*xgYF?i4wEb?Dgc?yiWx3?H`z9JCfv2PWp``ZOj>x`0M3 z3slEBIb<vO2_Fl5Lmj zhyC(8Y0wzA11*v#S3Fe9phT_cZRv_7bZ4?^uV-s~NATVL_+1Q@0yPDIjA?15Y|y>L z{=UdIa19Sr`LHBw;y#&J()S@`-Bo-GWz@@f3Z) z&s7KRmRGTRF24?{&BiK@%&KOGr1soCKdMTWW1_Jdy*DAd@=U8q!Ku24+VVXTQXEEE zgGcn3X#?=zbcEcbF5Fbsl$Pe@nYIN23sOA8qmF?YbU#Rhgzvg@j2KV_rmUlpPq$Lw zqL<(|>##}oN%l;}C-+ZI?VXL72m&q1gj`7!M^{Jo3ll3VD{w6g%Ul5RBkG`L2xxxG zSX`iGH}`=)_1dV6m9DrTC6yc*Nti^U#qA~N$Tit-F0iVx0sBAI+gM8@ZhRdnW%Q!I|WOz zzUwc;WCZtj=NsNseL`Q;5Et*rmJO4cvl1f;O@D1XJrKj^dI}d%sC8j!zwNAlzA?De z1~-btRM|=ct;3a<7nheAz{T~r!!e{;ngvF+m(S`~j;Da6oI{UN!? zLu$0Cp}}pvKl#{!p^XX{D|^~^ovyRw-;)H_EaBwDv&CoSa|isMY)ZTMR$Rks#;bS| zFlO94E70(Da27iQ1u~e_@8NZgt0E(1(#@n`{^oJ39guAc;S ztm{!n|F&~{nHoc)z-d+wrvL>KQYXq6)tBT6S3g$#S%nyhNfY>oJ+4SeNd=B#Wx`OA zkPeX#8R$ePo17con}j&)W@Tm05}}b^p5%93ic>ty8Q~Mszm4QM>sODC9#N5JcsTpS z_J)YhK@So!kO&i1n4F)=e0@BLd&IWOaWM_%hoejN$mWV*fCCuc_NSEkpT~X}LO5+$ z{i$JX+1J0gJC8R$Y07?YIJ;P(e-b6nfl;|HSaAi zVXDIklwPpd%FXM(_>u>}e7Y%WF3sIi z|E&7-tJ*~KK-*z06_<{=D~4v+#n!^zQ=g{+BF1SF*uElZSMEYPufozjfa}Ny2)Tx? z-b>!lk!)G9H&vE%CHmqnMc7D49J>E|KIcfWrGD-jczeV#amr6e(D){vS8t8CD6h6r zSJuSDWLD6d4EQw#i3KcyXsjV)3LIWS1Ox=iJ6BFzfTQ+@z4Qi^i)ePjcnX&Iz;dHcIm>2Iwi3Ww_#)#@mx}< zqYjhK;lWl>ZGL_}=tmEcJ!*bG$p2N7zFxb+yI?`5Z0gYonjeJAK`wG*kWU>7CC2nW ziVQ10Ce)>TU78cK%LRjWB^S@f<%y$D#dpHxr^)t;%Tsc{AmdBDB+J8M2` z)84hvo~HALXWG>*hGo=0DS;UwsFojKV$%FvK04nR@ab4ybWY(uZMXa~asNUbW1y6xGRs?+w2)Bf?Mhk*5u|Bybc(<{D>BydS8 z{AABb8X;E-5z<857Aa|IMxa&*47A@dk4OS02SPY=b8`VI{Uxc48ilaA+PXRu%7LST zFqV&}Mv8SktF|SwDeEKEH&{qWYoq2(SjH6^#TvEc*FW>mZceL!#sDNz@Po(~W$}(| z{h1(7T$nX*n@G3~`<}=MtPi%qUU6{rZxWapc6AiL(EpPf0+&ad-@ksmbU$+8Ifz~8 zQcria0nz9@OB#M-m-^_=%UI=zcbxPf_8*f{jYlqJq5(Er){FO2wQ=SW?eu)VZ+n3} zxb6KLN9U36WrM-T6}^5iIZFycU#ziKK~s~^Q_Xy{**d37AQfA4S3aWp9o=6<*P|$o z4h@xfqYe~RE#0wx3TOZQ;%Zib25Q=iJ4Kxr*Ns&N@C z4Wcb&XZ~mG=)&vmjW}4Sm_ELk{Adw_Iy|5?tGJj|>9%xQKqlYcTmS`LB1c}LZ7*a@ ze@bjr5eg4CUcePg&C4rD%*z7~f3JM*BGHi{K2W`zvAejgE1QmX#~{mTwyzjRCcEiI zQ|Ba2f(jBO;7vw_4&3rhNL`eF*Y8WbmcX!{33bjOxLt!cG($aNWD{XN!rZL$nvl)8 z+2pTcz0VbV!(}`Td$$3vXlJU-DD=ZEXPs^oHzTY^;=M#2Q0N3t0X;Kw$c#Al9R*xX z7F8-76AO!wnU3|Np;`qH^vE-Fa&o{tFD@S7bv6p7LA@mqQ+a%H;s-&vkUKg#q4+fS z_shlhwB4d3nFX{cSF6D;wYy;=pBP=+5r0+&r@-SEZQLgwegtAs{K#c=N{9#U5R*#*2Bts%PkAb@^U@|CR?0Fq;US8fbbR}0mDD}(KeIM-aNA(@cn>#zn z21MZ2m29p;6_x1&LVAZ@lTAdo_KVZn(iE5ed%U!tQi_E6vA8Ni$3UIkpZ5CWb*{iT z0W&W8kf?H3$!jH0+X<$!w)KNj!*Qf1KZa>a4Y%%NBp!kKs*Uuqp2f}r%!Mph<8_tk zIZsp78iv!Pd8LROK(Fq2Emt=;H;cFdYba(FXMU2Db>~0T-ENTf6@`US$I}eI7Tv0u zLd{dl)?20%g&5w#_+=f$b_}r~4%z9tFlL!oiss1oL}xFP#uO-j?M7$e%pFcISzgvR zRgiVg?%;S35R+dfy2KJ|*1gH6?+;c2)n}^o( zCh7{7+Zr6Tw$?<^E_|I4WT=XhrRnFoW_|T?S5Xr<&l=_*%aeHnM_!mveWvMO-JDMqQ+ z$d^{e8(6h5GGUmC28DU?{7xT|gv8~N<6f^E(WpBWPh5TO=}MBz;T8vnn_H#RN}~9@ z9GBxHw-DBUzhjsl=iby*Qc_Y^msn9=RYm(WfG!X;hRfV(L4rg(%!_}O#&CIk5O$Et zr2Ov{ty|G!_sC^H7=hS5y`Z(wP2BctSp=(2=$JJx6Y8xw5ZdM}t6bC%?KW@G1WKX; z9q*e;bKS)D?|3gjQU+85Y@GY|ay(9uke+zfo4SCFAJ}(15SLQ)m8$sR2gs7!*)^#< zyv62B<39va`72Ew>L}ou79cW7GuNY`R{MD;%6L97#?Dyg^!vMa=}KP%Lv0M%x~70h znw1qRITaD6D?iEj{LIYO!Mmq~gqvC)sI`2ZYsO-JM0tPXBI;?0()Mfg0{Ug z9xg895hhANw&3Sa$^_H>6f8uXMHNd9hn zzQ&K!M{3G>m({&xshR-=mH->uH*`63x$t#oKo$h+jY<*m;faY3F}yPdHGh!XMtJpw zQ`VQ;N73)xN_*W2(vED-$P{=74G~``AVRD;Yhn9(d3lX4pnFnDF-S$3-|8hfWaxAr z>H9(lg_;{aDtYs9?D-`-l@#%s_+c4npx*UqZf_SGAD)@%i6p6&qy!I#1sVg0-uF$q zkqK@C328NZh5dQ_E{>WCKBj+#4@%sFGdFFWV(ptvjA>cV@^AcPE0yr8fgiWA%-^j> z=QN%alHQC6U5f`w;*qyHX6?I=p_jV*^cnK(j^y3g!}Zf*@W z>EUSie2yW;Xd&75EiEmelN^AFjMT~SMHP?2KZ9=MRa_bsCH%As&TV;l)&#$<-of~( z!VF(Ki|H)wGaT9Zxw)x(?n@UqU0gP#4tk6x7=2!-Tk3Qm{UheZbtFXs72bb4i8h15mcHTkM5&bnO`a2sN zljWNcRKx}2uRuS&%jfv)jI?s#=i}_NqN%GgO4fdwTQZXGPbaoddW77(vXtVmeU;yG z_RF6uc)H-N_*9rBgL~&{;&?J^C&X^3dNfcS&QFAyQ>sG0=iH#>(sZJ%$XGR#+|5IQ ztmu0JWt#|BeR=aSQPaSbO=(`DEIdogNji_L?$kB&2UdFB{O2$h3o{ zvNQ4;sxv$F*lk*U{aa{Hrp<~YoHztNGG%|sOUIFn>`2d$a(g(m5OHtm6#y~9@k2%M zAG3aX937(GE#B)G-_r4-H|FmIdwjET-gN|%eVQT{akh_-g+#Wlj>$-k@i>+7T)9^{ zX|qK5CY-OQI?H@kQAL?wp^KPQfS*FsXZ4lRH^Mte;WO1<#wL<&@x##)c{-u3GL=}; zsxdLj;gmKc%2*nm`2bOwqR#qWxu4Xa(%eegOYK+ozWj$0Mi72vfD9IO-QpfOF2#S$ zZib!jl|z}Cg5rfrzWkc%$aa4XUB%h@(BxKJUs^lasM9Zo;!JJI5ECfX<&jF6+Dvik z3%>k+z%i+OS;4YIq$C=rSVDA#d0oe!kqp19D03L*4n7taq-jVS60W~C{^vynhrk!E zk0KOuIdVige+)&Azb;1D@U1f&Fj`@a=Q$e_Cp;$VvT-QN7 zAbk?B66f;!(F`Ba+Fi)o%0XE}CB^6K_B))!ZZ3bdjgZO`xm&FazE~IH<#GNscjWOg zDXblrkH!G@E!?7A@VVO(mR0+;)po{6Z9lqENn8XUm5&n&y28}-KxnAsnlYE7?lIU+ zD)MBcpVM~wKDv4N@T-xh7de%pmjI9fsBoSsFVW*WUfiI60P0e$n5(z7aW=PcAnyei zKz%-G=;~U>g872@pIO>pvR)mC64^se?9JI;tBcQ^S=T93svd z8rG2>*NqH8Es15l*%)}013!K<=Rtby+^N#2Ht_@tl8S@C;bIO054S8!>ANLe)i;Tq zj`HtBZ9ekASIea&xDUR-O3Aa*$EO4Jm0^|H>7r(AOiUI4fz8nkc?bZlxy)w-nkbG; zL1L(2N%O!DLev4ax{|^V**UztZud0zZI287y*Qxu^=;7&>v%;7s8yf<(ATG&%gRc& z$GCF~1Vsy))Ea4AB|>2009+@=m(DH;pFS-&iHYb~enLVbH%y*NSIWdlMMEDI`7}gQ zK|MJ*H%h@oQIR%7itBN5+$WgH&x)PbsJvwcQx!JuRc{>&M_}!GX(r$)zuVpVkh8-E zI(G8F48Ri=b)fj73oIW6{)u;9eoh3Mk#f548fryksJHTSsS>OJY6I}Hyu85l4aYhY zX^>P37YHa3t&QQyN#pHrp?IPtWo1z*={Y(6Do*px>%`OQxNSg%Y3u~z9=G9~Lt97} z(Ar>OV&Xs?_vXP;RG#p*moV_#1|LR-J$RCni&f`1H%*hUvN=4m!d`)lC>tz)mkrys z1W%K8$3mO1J4+$>%3bIYpTZ`TB{>4RMD&;=lQ#Cfsutewuen?-g!*%jh>ahD1{P@w zuNdn2ek;3$KQWetJ9yP)`$(Q&N_$XqKeFR^hN@Xo~}sMN_zrC@%Yflrm7 zo6Et04P=419&TgbW~>Cy=Prvi%5FAqx5$$c(8Su2joXeToP@cba3^R`+aAvCM=dm@ zHqOIM2bu*~ok?6)z&pc)s>1HQKhCe3v%X9Qhn?~tcY;@UJSsXSAFMs-u&I!(`a1lq z!=`6qu50kG)4FMee)h;IN;t`3{T zmXUAx{Jd7o@t`bszcp_`AFKNKGiv?bYUB#wAFt-VX3c9~gD<@a+Af67^GYy!&~la0 zDJV-qu-_GfD{>2bB5poDIZ7pFm3xMl1Sx-ow6_Xp3mVofhUS=&k+q&-8?-qu!+ zsp{uozy)W6_w3ZF}6gw{d6TM%C5$ z65MKdbK;hX`qoO_qR5=iJQKV(B&n-6zPD%GviDfcmLMkcrPtpGfk=!6_jQO506Nrg z$O6+(&5X-mQw363=x%_hB$(`Lu1&1XchE(eyasj)*XnKv~UNG01@?==~$i{ zQVB5No_FoIX6E)6@-NUj*T7_to!J?GoCT}}L4&Bn1_Uz}cfHtDx{x43u(w7#L3lFD zE_3dkmxDK?nXI?GzJVS7ln@vHr@5>CjM0};k;#<3tF=I? zyf(~*iSIs0$}DrX4j&l1-Ds`UQd5<&8lQ3q-G zAo1XLjWF6w8>L)@G{-p0kV;-vvn( z8w$mXZd_AN$APqW&@7Y8yt{7qcP|f;8-55u^j5JCkG*uC3y5Fx-^>aoD1&f8wZGyx z&Z%H}vY~2~!HRefOOne~jT<7sJl_8>vll$`U@g8a5Cz`%_>jSqkG*Vci;X#V;Ya!4 zjgv(8LE~*JYIrvZd8UhVGV}baSi<53iJX=4U}oR&H@n8q`o}k2=1=yQ+o=L%F@L(y zkg^G%{;ou=05xgiZIy1f5qxSJ1N>**NCN3D0>Tw;q_1TCd}NQrHej8Kz(M}mfJ4-f zNJzuCw-B}D%;8WPK!uS6KLCK2%>U%<%xb2Rc_hR0*6`4fLel`7`>{N{`3L?xGM3@?E*1SYs!elrBUmE~xBrmU2FfR`*Jmuy;%3CJ^GV(Aqsuo^J9ir;^b&%l|$th$u)$WF!a&3AF3t>A=R5R_5m0 zySs+WfG!ds23*+8%(e;^&^jqV*#0`ZZofO-1W#uwi=i|c*acnvnBn1r1Dk2!1qkYy zNRc;y16oKMkS_5kBPE4I0|xL@Z?eILMQh%3@ywo83SY4HtEuHjf&`lFHrijraX3p7 zH@vf1T3ReCw5NFv-{+S{P2+oT9aZ^N_S8EXv>v{mo>Bi@jd}*?{i7PqF0pRw?>yoc zd~}Ef>PMy^Y3ZhNmlLeBofot{zTt@BfssD0a|33Gz=^3m3|LZ-I^NHhsF~aK@8|$d3W5Q7+8~!nd-tmwVfmGuH3PX*a>9#z4b|W`tI7N4*QQRZKC8?2Aia ziBbwN%unv$^V#-0*cZvs!6RPo)rl+vLUNFMAribqr|3URh zFJaH?T@lnFmAGJ>yQ6L3Xpqk;eqG-HxsFAG0kE_J2`S3na~6^FgWB|JY`Y@siW_V7 z7aDzXhh8pxMRPv*(MQCCk zZt(!b0l43lQ!@g}0wdr%)V^g=`Md)hMceT7ySSs%&FOFfgz!*w2pHSrZ>xS(mWvRH zECcY;zf_C^)BjpAp5{1X5q{;S)(c_sA5lp|Tn7;eiQy*k_0vF`q0C)rhHV@&A+lm` zZ~gzZeTM1>Id;;Ex&EpxTyc)gC=0p^Cea5#v@)gpVr3x>83w_NbRfi!vA1Fak& zaQHJT&VswFbx53sbxUT;>+;F#<1;&sb74GLg3MwZt3EV+~vc|@FUIl>MymTQi z_Z7?k@i%DYl@yhtZGeQN!?Jx7tBOj_yl_#vd-7>z6;3_X&r&i|sFH7~Dld=KLo1>% z>Yf~OgDEUs>5H9k`yr&uL9Jqayr#Ue40FP-x!qZAgd0b5Y&2HKloF@Z` zRG%vcvqHK~pQ>6ugn(+M@#t8T412QH!E9FP70VJ1)c*4FGGnOXh(94|*&5dmQgdcs zzF`KKS90Sod({v9>557|S1a@f6!u7z&AmM#^VG2iB!4wQN1w^Xs}j4OHyu1m zfnK@8fBeunw8G~AWT2tLf`T!S#?GSUja+c!ZGMwpkky2tLb|1g;RThv4I$hBpHMq;>>Z@jvI%=TDUTuAm)GvoBmnHC%Nfaa zEkfP8?YH)SlTFtIDiU_1RKSx3!gK|Sf6GJEJN9Avf5?^&O25gLcCF!*G=h^R`8Ql8 zGrVRQgw<*oPAGw zMM+6n4p96N7p(l-Lyi^(A0PXBHHTygbwXWH4^KvOP5ijL{V} zo(l@f0fSZ2!ZVOT+8^Nj)fUJcNXJL4`ZF1aErk(U?-}5*I>Yt2XmayiN(TxA(c|zlurb+;RVlt%Y;;?P#bYCe z3r4=6SH-GTUtLfT?2rM+H1SXx1CE5UFzs!~U)@IZ#q5 zPXWz=T50LaM0ql>2V9Fe=a9JgVcfJQsCnG$2W6WU76u1D%a#T6lML+dTSsED2?2;w z7woC`ztd0TE(f)dD@Z$z+83?u9UQW%)4kU%Yfwx7<^njMvLbuNjG0msMFbeMUW9;1 z3aFerSY<_044?%D6LKx^TSe!Z%V7>!OEe}{g+evDvp^7LK0dpne@9bSZNiHMNLd3i010Llbi@yY>SA4#pGiJh#}6ngjQfvuB^_l@x(=!XP-=`ufmrTb-p66#1>^-}rOY>hh;8Ys@fc zeTqm!bOk|qaSJeiz`7k!I`Ek_GG+5VuHnDbcn&g#eHm!8x~C5bIj2lCd<W zNh#Zt)vnMMO`LN0ys>O^YU*O(Yf~j6vQSneV z=9_7Gfjon~nGcRA+v5*Pf6x*OJoVUEf?_i%FuyFT>aw!@EbrYy=GJ8hOn00PU3Ug4 ze~%9Ukke1qB6F`q*d35T&<)`XlVKysj1^npxlp-}g$3H4nYQt4Im1W!_mN(=yC?#C zu$w+X&l)mTIBS=qW5Aqcg@!{NXkY#fYjD}%i$+v_wHKM`P~%7|KT+0i?jmRgJwNqr z(4G2MP-AwrZrN14696_2PX^-jLPF%=CbY;?{Mmq*RW~=C4y?G++qSKFWjrwc9n#1F z!r^JS&)-D=LoAwIp!D&`_+os%|pzC;bn!1e6Xw zTfPF`EpaG-{bI6w-@0k<_^1gw`HEwrOx5>1j}iUK8Z{Y)NLmg7 z^iD0&LlGt#(1$|`rv;HKB`RG?(wqt`x3{4#bAXFl1$lzC8l$4d9XG7a7{v|o3k7?_{F5ERUQj2CU>!u02pZ}Ri& z+{}*^PqNMeKXu83-7OXUH`)jinFpfw|5~~mq>rB-jlZDIZ}Xi+lPkj!`lUAy7R#a% z+N8~QG2cqP*^TJtqaq!mH@?U8(_8Ic3ka~Im2cFoa#OZsPn1d8JZxD{6Q;|{qcfF> z)Q>vEW3;5tYdbIBa(p=Uqvif9CGZy<5fy+oRUJEw~u3a*x}zX*OS!lx0iZ zpUt7yCBgno#+%&d=-NeSbroott`^O+pGgxZ|895W6R78K(RUaa3ktdkAC*YIQ+(8$ z7&&<^9fi*!5Lf`rB&!uRv(-*a3TiaBX}0@emZ8;3-$~#fRz;2#*vXD%D*`% z5>YrK=K*1e&o?`+kzc13qL9ds1oP;%ux0fk#&O$+2XM+VN-r)&!XRP8)Wq zVjV2uVlb$Z#3>$5{>fl{2&L2NMxC!Ne!=N!9q{AEYHRc8Jr*WQ&NP!DeUMc2Nng?C zJT8mhv~royo6Xe_TH3vQIw_%Getgv`zLKyc6Gn$Zbrm!*I?9#0+^NZTA*MTdcNG-4 zjYX>!6I#-x__hxxjD>_;hU|~M=QO-&pEYlntP6&8uxRG7QgBm2>6=-(02d~GG`)a2 zR)T9}IWGDS*&Lr!Ake=1nvtRV7|9k5z+P85`4SHH_MgS>BC+9rwIu#;WinZdBfN*v zhUZP=$*RnK+6RYwfn=iKZvU>MbMj2HJHlIdS!fr8@7H}>OiseMzP|R~iI54SAYHks zT0aJFM;}K#FQFcc;%%6ExZU-(f6-Nk;zy5+;MyIXOH_qkoMPhU=%9v{Nt0G;ka{* zc;DS+wo;f5xFR+}lm2{ei|KNwy?NkS1%4#%X!FU91+gwMR)g31Sg(&fL5MwW!*buh zeX;an;k$kCo`F#C(Ne4*=vsL4HHa8h# z0CmI?J-5}o%yJoidw+n&Bq|zt)2}vGoVybr#xx@;wc0Q}j{11ixp2$D2}`vTj`Be9 zVt4X$4D4zZS9t)m_y@HPTOU4r019%4YaWZ~<6h2z`wt%M%+t0q6g!Jy{D-Iw zEc(LS5J;!M+3YJHp(F6Yf|pDfa&N$XTwc|xt>9YX?~y)zI$dqEe7ZBUxdmDxCRbKq zoM6v6JFOER(kmTf5atyJczC23(%cm447Na3*Azp4U&KupyTS)2ws6P45v70>&FK;e^K%qAr=t zfsY`NV}mb*v-2K+;Cag0#Li~z;}6>*r983c?R(KXi*!vW>u=)K?|XwKwj z9N0%JYDX6Gf?LBCG&?k^EHxve07q1qTf(lv6cmMpYlb~x;8Hef^JgsULUyyz(8*W8 z7n|18rQQSX#ni1M5kKn3`w`+K@ugzV%9Plq`^)uOZ?!|UwTtV-YFo7k$pgT>=wSNA zIly1$b_u@Nsz(qK=amThM;u_}odr{ZpOZ+=$Dt* zMCBn!*5M`z_29EwmW(ALc6`jR;#ArMSF$^vT}5z{9cSOtJlOqBPCooO&Ux-6dUq?q z#=RR0o4>yaOU2w;y9>KP=YUebRfUjGFrh;z?dU2m(K zz;7h=Sm;aDWQf>p-e!w`8Z;|zs00-W3cDMD<1{@GjEO|T(u3z6XS@Rgx3AOg0>*EY zgY%eKv1a5LdQpK(ucDw{WzXC35NtA*G6q17bv0l4Mwszx@2Xl+|x?wMQ|r|8VwY*DlRAV+fD;H zvl#WWL29|Hv!+Kg@?lXo?H*}+O*?V)XP*MKeu+oGu)s2aJ)hk-MfbizD;jsIs-laDmA@R3zQQ0;{ zh0Xbfj;6!tQgAjvc9g7KfihI-^eU#A6~KETQ32M+m!8KH?xENx%R+d7)u>oI_@ki{Ens0T594y~+WFPkQtj2NW+@3iYTmvnwvtzGCK7pWdpg0}D zKXO)-7@8E%5qi#z3ubif7{+7GGz$gZpf+<*A|SoyEu}7|@WoDVicU|@E0vxL;; zs`YZ`8@yMH|1>%rXKSJuAlJ@<;BpL&%I{x23L}|48h#}-JqEg2<)Qpj0UKtOjLwzE z;1wJQiH9X=_Or66hW7_AJV*kyo(@&Kk!Fa|S{{6+*YzApIISyY?{<3@*mf#BE>lLz zl#52xz=0!MPAp4OGC7!GNX=ePF)}N6qS9zw6H92NFwHvwy@-O*R0f(A#>sH%O{aKu0=?AU;j3P!9(WbT@22zX zVEyzV1PC!tz}cyM`HwR+C4Y)BdAMAB+aE#sU~>A3&pD^XzJeitTS9_uI!pZ8%`g%Q~(@OL3zlWoX#dLnQ;LBEHB_sRu{}QZYsrw1a+l zxN5QsD+F~@2%E}RnYB1$HA|W3rf+M-b}C@%a)|}fIsKsOA;eUr0Ctdz(3M70CE#Vz zoh#TA$nw-}(73%MBwv=wi-8tkZ*2KhoB(Y$#|sjWEO68Xu;~8LjaTHbS$^~gh^pgo z2}yax^`mTM0s%8Yhs1hh?GkI(c@wC+hjO`|55;s#ntT_Dq9uM_EI#D-`lvmw_oX2- z=)qIchT?#I8IouAgh7VD?AooDilmlg;qJ*(Cnt(PNSJ91p@E{zG=7X6UFZs{znq~b zhtHq4iK(iC?sj&ZDsw|5t?$+9wNt?23!kHX(eENRhc|UAhm&N4xc}^O17!ensSC;L zz_!3Z8RP!FB z5F>dqMUI{1{eNhC8~&rV_ZXq=6e9U(5b!#Rgvvzzf9gtuoE89c(1Mz4dolp60@6xgfmRhJ_(%Aw(pp3{ z9gYI(2EMY}-)A7S|FlUC-j3A!7KC_E`Oj2Z^nj2( zT#%8md^%Iy_d9&2=*&F_@A=nOHR71f2e=A6s;SQaj4rZl@Vt8Kv3 z(O#P4acTihDubDFRCZVYCplYzE+P>V*+(buSuG-Kpvw((hD@?k(75WzvusGJ#gu`!syt%7a(?h8H|4!`pd`b*uDoDe=Y8Q4==2 zb&_}93f(B-0KEvoH({F-3DN&ZgPEYahmp4-3y=?o#fVKnl1^rKRkX8ZWIsX0%JOdt9{p-DN z{x~!I!T#>QlFQnE!aq9xf{(;xgpVAJ`gDk3ZaKKj6E|M2T=kR>K;4dsiHXuuo)n3D zLuxk%jExioFgfanK{{x>aIS=?`&+WjQaTU`pTEt?dUjR6jQdg3)HTD%f6MPqq zPZIf|@kvq1M>Y^uibBsV0+kdC z3oFvA3eEZtKpI~y2LRG?G#8@G*1c7!%!7779XJmTh5G?F;SC3oy^Yh@zeL0qW@o9s z+0)7=%pwUZ-aP)yD!Hsn%><|=h~awc`0o!sg0<9QJ1m5MZ*b0Q+Z9iu2IX6J1?t;V zZ~-HX?Vl||xKIBnr2VDH{HxFSr_8?P=b=w#CZEgH&|5)vI}$0wqUKtAms7nGI*<)! z(F@<(|Iywh+3ZgrxEmn*lH`Cg2kyYJsO>soD9(>BYpN1OJ2ZEXiwv72g(g?{4j(=k^I?Tb` z1%mS<3;&cW>3zBUm9z4waFyqBDU|qJ4`(Lz9xGsq-r1G)4COKrbyxO zooj!H-n58ZHDp~*axOAT1H&)h18|`5W^m98W39nus>an z$a=PzQlRNsH+d~Axcgeuy|ipY%(Q=dG^KgdtZ4< z#OPB+fzSK00j3V?utN6{W?RM?U3U>k{PE)lExKGTd+du!`MCiD$}{DAIO6?^Lc0WrlyN?$*<;2i%m z;wDgsx(1?oKjSX*2~H-)^2AQdL&@W_+pfbg4ue;D=@qrLh40;af<0X0=H%faXo-9N zEOd(CvtB%SFqo7sv^-Lxdc{&#HKFuU6m2>WfNpo%SAgJ6iV0l+!l{^Y zsG#z_uU-jb*(m6h!b}7La+$59VJb`2WnA2RsT;oCs-;gEMR`>}eH$KbrKeC8dN0Ty zm(hnT{NwKQ1+;PrI!-m5#bnJshwegTir}bV4cW#6WcyCFB;sn^u;_BrXR`zkE=%N{ z*@I-_Tiv7)$wX6k({Tc*;l4%F7F# zHOBLQ6zx{(vsNVsGR zc642UJ@BS_1zLQb^MbD8zQ}*an3aZzViDQDtIpud@8Dg}t6!qo$yc zM)ivTBbZ(-F)EdhkFV6Sil;BN`)?9dP0POT6WnoLjx$XVs`I|H%0!!g*}pCPpwNTr zd9KZc@<}Jxf5hWe$0{KB&bdB;cg>C#oJ;0MSlS)J0>3TE?M(t4b3dnh2?76xv8b@H z%>*}8U~@xG`$_Lc)XBcnCV%`Vpn*Zwl=nvIXnUR3-ovjHbB-7tkiDy?YS(aRaS8Gf{vW6Sy;*PysC!{eOy8#IW}pU!cB*ynlWwy>EGxnS$C#(mI$r zabTdCL7W6-`b6}*qdPn&pI4oc8*QGN*r~EL_sn}< zGQf3?y02z2zR8|@yfcT0Z_Q3bDfL@-o2OQO-z^QvRuMyT&~jizVQs^Bn8zj z`8|*02t#FMC8Zc?FUmVv_;C7a%U90R$kWo<|A_pH3s5&Hci5c@+V)4u1kE;RyRC-{ zZ2DXSpKK^P0wLQ6-Mu9w1tZ?A09Kz`urymtKpE~$`|9At;C7)#)jH=F%|R;-c{w->X)07#mvmy7nKc`N+2Gs&^T2)aa%FM+qNVQEKc9B#Kc6{ z2!RkcJ(F-Z_6GKr$_OYkNiX@qOEWS)PKkSgpPwJ7b2u?afncb;I$rg%K_`M3oM7g< zJ{a(2js!^svXBrxmR?6iwX%|vXqWx)(tJE|Y~Btyq4>o9-ge~4Qqn~l3r?rsSm8{; z!UqLyQH!@!-G-_O$~`P???c$tRMeh5Gb;E@odeUoDl|TdDk4g%s`y>X%6shhDV8{2 zZka#@0ec@vU;3asiP5|K#9nt@#8iGbCe8h`MRY|riuZ~=bQ7bRR|>*Yb{}`iB{G<2 zzooiD19{IAn2<0l{WE)0xYAXkDp0_|Vx5S)J^Yuz+Pbr=o15`-S=k(zV2kPqAf{-xaxM*iQ>qy$4biHNI} z%Mu6#2xIyEMQC<1c2x9>ArzC!(>068w4PEUi22W9JQ%S#*V7yEPxR7=*{IM%rE=rM zdJXk*^j@dHk6i*{7Re*s$cS5Cd}fC@!=5yDGG$x1U(2&fRhapt!yL3d{4{gb{SPA2 zx4RP--dX%wmg89-h65Wp2FlxW-b{7Mgi=e_b|>Z>n^nozkarcY9(<^Y@>MerQa3u= za}mo?kDnyw?jPEY1uRVN; z!&~OCT%CGMZ#rZ4eeP@4^Cz5e)l-uL8XF}lWYd%7hwU{TzF}gKN+gR(Muy=mF$T#Z zBqSaCn6^6^)TrIHS`X%}3h_V4kk58XEX;E&$lW|FI?frW{8b~NN|UF_ZG?FibJyv1^$vd5aVuxtE><&Y+iS0= z63@$g{}->a=jM)FmZ$w-?J@uA0r6xZBNy)>S+xxX+M&hb;lRqxpmf!{tvMT0EBlgm zMb=eyE~`6JE0{$k)y|tcQ%5Ts!4(x7?$gw~qh@L&RTHlB8JoOPNXL`TkX8RrNOAUT zgv+tZ1BhG>`6?fkNF-cz*LQsGYiq^i#gw(rt?c`a;=rFx`x{3&qc~B1u(3SyxL7+U zC#*3maU>_q!nBMj=+ZoNCF76OW2$O=sIALf3j&lm&vTtqq$TuZeN7c-b7^-1)#tUD zHhK6`KciE&xo+Pp-fhxJxb!>a_OGxtz(m{I29|nd+DipM6?KW{X%dFYC zF4~n@bxhW3YB6?o?9a8AG0*zhHf4WP!5Z`Es>Px@8jFiY0by@7s?OzmL)S{J@nn>C zwdLZ@Sdu`amNx2bf#am1V&%LO%5brU_aaRaYB^avvD5Jg-^apZdV5q^zJsbppTNfs!DR^t+nU8^a4&|=f&#fkb#h@ zU9XT@lP#5a9ZHDl-Yjq0M@zw=roYly`7pO?L`|)9vLuPwexBBs;<$~|m*Dv1IB#nuZ_9L!!>=c1MAwYVD<~9?Q6#k1to`Uafl+X96VIkExCCFXIigRWMr4X&d^6? zZI6xm7hU#FhsP*aOm>nWzz<2;G(ITTzX~(FPkagH8IJU_VV?~VJ&*C+T6cXM$GGd{ zKyWFYF$e<2D6~OlljntOH0&2}{ACjo=GbQ@KN-!AJJi2bSe$Kb&7tp=)WBtb{&J0I(R94=ILjsUE%h`?LlFDubY?=wXzsrs15 z0{uz54lJVT=?5n&4ja0J4_frSW{&ExgilN$5{l!KRJW(P^v^0RrnR6h-i zKYARR=sF#&_fmnGZ~YP4yd&58 zeTM{nBsA%L2{Z?}Wl}u=gM!g!qBo0c*tDrJbo#1N4Vzcpb}&Cv&7Yvx9VPc%7RGDi z%}mnHBw_mYBh%>wp-Cbvd`~aiLZyR+uy=X|E%c@f%XpI_k%X#9xHwZB84eX{U@*XKSZ0x(UkZ{T<_7#VRhtF!kDO|&qm65q3QaEgJ=bFJvW~O**j|xkA zCevinoZuFByMyz-d*ZC!5sOleH!`NLug~4}F?P72D#3Xk3m({7FjT0iIz{s@6~#wEYA zhi`H&ir)-(7t&@SQ7z@-;P}MTRAlhF`PuFsZ5LJ8^Xu2B`&NMzoo-sF$}158k0b}& zi!h!#QF&11S5)lR3c4k7bo?kNV8EmLn#k{D&>RBez%HD90W?B2Wne5`6_}hyWr9RT za}aV?^VV5gu0>sI(_(lwau0iOTRZw(cDw^bQ_Q6OANDewx!m~OA7b`bLF%L8o=4st zt*MYDe_q=a?j9F>(sEMne0OBH0>+=hK^*Pv(Guo{#B8`S&A}B#83D(uqct;gOiUy} zw*ym5$;`nhw-|JbBuaCV(MK$4c^5Ozsed?0;o5?lO zs;au}mRk|Dm}k!jfwsaVmR^Fe?tbeXTrv5*gk{HNrqbP(4g|4`6HAcyGHadfY5 z0jB6DvE&{K*9`F+X%39%SQD^AYZ$_1;HBjsIEo-8S2PEy)YYp`nUe@c|wwYRtD;y&I{rj0X$rM6?I$=bWfrA-u$8lIe#3+;mw zV8P~h0n5YY&?EtuLLqH}f!{`>fZPT=V0vFMb216+mO-!^-VT2t5y2%h-Q`dsMIUL; z5g;th64}}cqbp_d8ES2SP4{WEdwS47vn?g~c#m+eEVjBWR083Q5e zC79w+fkX(lQHzsr%JaD$8bm^ay}h53#LOG;j2xcWFL1i1n}U_7=b@5Nk}*57q!<=% zMC*IuxbM;cSUH2yA-vfnd;)ZQCWxYA;-8+(lJ4sht&?Zn_nJ`0?XM zHIIl^+Jx-D=4rrk#N~;>3UZ;=q45r}*pJ;(&IsC`m6e^t+^M*RgY_*`ChT0WnHU2l z=UY~ukjwXa$-QCH44+`-*(I)hP9 z0-_xFCBJ=ZC)%BsP}O#}v-gE&J9XVNX6(t%6C;S@7TVE_ffFZbMTRa;wPxu`t}eD4 z=Kgpq8~cQhL#pp^Z_j=GdUPbP^u0r*4B2K~$g&w(Uz|zq);{Q{KW?vS91PYoGm(?u zsJvReeZ%beEG07cvW6%Z$4b&oJG(OAA>A6f7cJ}E(ebZ4qZy4aLGRq=WlBNUpTWF= z8fLQ{774PO-6tOwk}RhDkE6e6<>v&!VpL#Uv{#cSj*h!Ne*S$#>r8hyfrkuER(>cP z+UfoF>@O8|3~#se%X5ci9HDav_IP10X{35NQZ{KV;3Za_@O@RLC=;AG8{M>H2Tf!4 zg~wKx%6qVnggI0scn5B_Z+!oL!!o&n@@5ehFK*-O=ILxfaN(O?f68buxzd8VrG$ve z3z(|5n5Vx%BRaSZ`-d7~z z*cq#6%*g>?2xKQ13`e#?fx~#o<1Pn>h_J0%+V=fZ;U}{UFT^YEnX!Xox6MyWTn!wqKwUcOyfel!2>jtlS!l z_~XZmRMJA!hT5>mF~&AcwEFu;4)##TlT_qYY99$i*g85BuTu+yxfP(10|Q2j(hT~v z5_;@=p-7hRU*>F6dKf*hksV^U0~HvF_wKQjKbm<$%fZJdi4E{{HoiI$Bp=InHIa9M z|M;WZPzH&sD&CSFtx7h}@s6AYS_#FlvmZ3U!RrO#F#zRy-lK?v$DiuGJPhlZzR+9_IVBjbP#M{#p2WO z&LcVO`n7BCLeIbevC>QTPxn3bC4h`DKD1T+-g|?_$0uE9u1G{Y3sbt{ggG{p9h#YG zpX3Z~@T_>s_aCRXdm+Uh>>#x(^jSYDNfP*)a7k+C2YkpJ!(t%`Ldx|ma%J&nEFCQN zWgrk~{AEK&@vzHvqIbFHk5o2vJ&lQoh&(*jvOOsp8-@97rau3iet=lCcQrF>laYTa z@;Y~^eIyYR4^*vk@y_KvsriJy%`%&5;-M*b>FHNjmX_4xT8Mj3IsdbOpYU8~ z*b6RFy^N2)=C)B!hUsM@tFggOAlIdw)O_!6c+LX65I+cw7^JoEDRoewDD zO7h$GD}v2cL$Puf0do~-;p!M&t2st7vtR1yNa%5v+7%3@x?=G}-3l$Ht6$w=XFoY; zs?%`Z%_w7+sXo+3Ex+9L>R-6h@alK{`3AMVHd?i|Gd?_AT{N!DHG!(C(^REsznyE| z@PlMR;Qruc*W7@(M5@X9Q*MFxp3}I;;m^aF5d_EPL{3v%NqXDVlwK+p!V4KMjWiT` zoIL-jXRw6l<`U%Wru3h&iks&r2Lj*9WJA(H zaccMXH@5L7aK`F3?Z_Rbny<4eJh3Blw8A=mO~CRy9u()fuBM!Y-*$F zbaG;R!wfj?b8&s17-7iWV)PASp7cC=Uk z=FK3q5}}c*F-Lt7epTxKCe!FB6Ac0?O$hv4>SymP;SF}8}zPGhi{K)?TnrVjd z0GmeU?D|EYd~>J#-3HiCQMXi)!&gW_`vtEiPZZ2ixQgz*OGFHfN#{6ZLDQhs0P-wM zD=r!G>(_Oo*v090c<_ zy1A__E~&MJed++wPrYD;m$aeX@ba`uClGo4pvA|O$73&9HL=XAEu{Pg+8gMAhYT$a z*XGN(`|DRh#b=EviRC=V}Op=42?ViqehXxU&L z;-hTeUp{j&`bB@HP)?>9$6JHO^vLHd&Kz&w+t5mYDc!0U@e+uX;3cB*jhUNr)Fv{m zc)53+75c@Pd`X+Mdw&%=@|C%8O9vv_XH|M1P4;3#NHKjo`;`l8$J;^)8B+~NdHxX# z1)e&{i~6s>YQUdR{PS{Jb`IZbFONtG?Jn%Bu)Cc)Rxr*yo7?41%^jims%p%%zD4jx=B>MpO;edWIFcy#e6{f9-xTJXh#f+X?HtZ3 zJZ?M6)p8$oekC_M)wdlAD;>$-$ZeE`tT>}w&ta(0HGFAzXdG0$8O}(2iESyT&zND* z^$GJ_PxVjRk6SQ&tke=cGE+=(mU}u? zhn;6u!W$hm{8M4Yk|-Lk0YfF?@n&XT`^MY#b@Hf7<`w@|H@AYQUgZxVlln^^<#(n` zcRF`sOq2gD)8mS@uuL6^9=bwcH=&S2_$q zUtChAmNr45XEmjO=H*Lm{7>0|_+kDfQ>6C(d$slA%mmdh^;C$oJ`pxv)y=_5mccK( zx_0t`Dc>@!=bn;wqH-ik%&b?Li-xmm5UktJxaUr9Cq_Q){~`}?sPL;XBJ*fqudJwZ z#H5wrz-@F1G{ z?^076=Qmkha^i>^v^axv#owl12Y=D(kalxTr1^B7o?GZ19+H1#=@V-!EFKTT(tc&P z(Xq4%xDm*iaX{Fh5NTRnwHDlfg})lfv|+Q(b(ni2QTJM4$}jT%MUki**z3+3#A2t3 zdgiKnnRfeXODR@Qps_oYDZ0u%x9Oy?4k?F&p%`e#qT4gG-f6Qy{t<~VVkQZKlOcms4UG>ot>51)+@uZ1buJu)~ z{UZE{69oEuz%UMOjKV>4o%LGnsFShrW~ZZekMrRg%F)nf;KV}p7cuOjV9x8cD?DpU zR3hZDGhF8azg4@|F&-dLnog6o2SOE&QD3W_%nNJ*$1E=&T6oz1;!$F=SFw*qH-Jxu zrTZ#KLsY67`5Q>dSD=14q9f-O6w|`YFReWs&!{^bufy>pJXxtb_DCzdj*7i7^kzip zu!`Ef{CivyyY|WVn)+jY;W8Spk9k9v5}VQ;u!dQ#JIn z#D|SBzm&?Oc-{-u^+PeEHoP_dc-i=Xq*8q8psKIt@t;y1Wxt_ZD!MMQdCUENPgu&<(z zOg2_#3=~m^yf&e(;PDgs$YMXLeZ$52+w=Y|KcYQblhz ze6iTqLg<6xLKw2N)2JvrvnVsO$ApU{XgGAN+aZBcup{7fD0iqZBs&lf7D$m|-+I@#coT1G4JO80e&3JZyOM^a8b*q8{u4My+UTtRx) zL;>e1jSEy}A~|CnRMWG0&Y)Ly5Lj-1WI^?7A2(_rHMP6#jBPI$HN*1pClH~&;J!1g zzjU8AUcZPZ+$N;sRoSu7;<%=pL|M6qThOs0q zd|;$aS|kcc2&76}G6%mB+SR)&*hrElcMRS>De}srYeJVOd-_@c^gc?-h%68TP=H&8 z$Tt+PTPjV#o-)$&=Y|2^+NP_P!|cKKT7vLN|MPP5`A*Q>a=YHcU~Vv0%8>PVX{3bl zotuAW+^ehZu*;1p3N%CNLTv^d7P(@5T&N13*z1r7tE=#R+WpAw)FihuloU{eUOKRy z5JX6(iOLt-e>i|IzMwosY+Y|8*=1y@B4-uzY7b^!oJ(3<-5J!k8V~`LLb|{A zB4RCxgr(hP=b>8)O^K64$ zicB>E_xDR4`8)2r2i$tB6%*@fXJnKf5Xk)(7r?W&O-n@1=0l{okSdeR_j}(YZY61O zlr=jky0Iq6sz)%Pm>iq!`DCzrxN<_I)_#rIjU=7y*LiIB8{d_|%x}8LQ}UC&{>$v& zrVU%}W{50VvVtf{b&mwD=#oKfnpOi_6O-5DJ{?trBBx+PQK5yV`>ZhLca7>j(jJoz zuStQ!(zjh=ax*X0Ob=c$=hd#Y1&24 z`tQN#erQT{LD<=CdbsTf^!ITJ@HnovMa@HZyimUxWO87V1SF1?M^f?kl?`V(33ug$ zDg&0kDlh~;PwQQnNY`L{+-!91Lej4STvLf1@0sZ}^MJ(&#z2Tg6XSPqJ%7O=zQ1}5 zjd$QBdA+N0%g>niCuJAs=Z8!Te zCCA|+98_ucKPDDPa7+NZkp+v(qZdWn3)kbq7DhNbO5>o! zt$xY0_1ibHBA)>-B;dS92YpJWEuKk$={{G2Y#&0tGWqA$Vqa!vFEv?Q63ok+ybc6e z3@hhKwuQh&G$20yt$yt0DIor)of=!v1taa}PrZNQ;omSd<61u8RO&isurYq4{OL15 z#O(KuQ8I@@B!Bpl;V@xmSs%LD`!saLfBxri!?$U-0f(gSAMwgw;xh-v*$jIDenhA$vkqSZK%hsfltS6FOfr3Dl(AFX zr>M77l?GD{*ZuviE~>+FoFnadjD6ihSU!~U#+4PRP`m8s=Z-&4$TVlW?k{yoDXfa#To2f+!VC= z^?jFtK`M>VQX->oM}l-9Wyuw4qa2(V*$fz#t^G2rHhl$|$fEqA^4o0pzGBkB8@Tr+#+;+cOBqO z2iF*^rd001r#j0Q#hhU?yrA@PR?c&F5k_%F!M1pR+@e| ze=(a1CsCT-R2tw9xrui4(yT`gjE%WZCJM@JZ{dapCsf(a?iU${E)Nxe(i@ClCMLj+ zCbE|0zHbqD>~DIDB|kZSXlUAhn!32Oj=SJ#}s472j4Zz-{|FDxjNbBJGere zMbvfbL4rp8-v5Rx^a8FRzH0cp53_lAjBoFRzq57pYpTh_*!TuPK80jEz5kxzBc$cG zooX7YP_T?E#LUYSgoQ^eCXuF4@}<O|#aNs!%UpR1c> zcXaYv3V%!smZb>aFyLFw>kN@3Nz*h$>08hYA0eA`qKSxVlt+_?JXk*E=XnKaw){TE-0Q66qtJ-U39Gu1jD-#qqX; zN_f*%YT9VLx4|vHeHfjQ28}`fKk$jE+=zkZV@To z?rc!z6_Ev=8a15$qvFft7?gw`pC!rU_rEU6A555L{!}pNb=2%-u{igOd*$U!}ImD%2S z;4lwTow@RC71LNjxS_p+l*|)2SolaQvFx|$p(=eq&>WG#$~``*BZ-vG7~+`ET9bVRp{|E6#6nvG?kKj2Mx&bGBH9R!z}-=WtfBOMFea zDil915;?rn+o#9gP%Z^@{&{e_ZWSpi2IfDKlzZE+|v%W;odSI(*D!YTpk>K6TfJLn-xF z+93nWN^Y_{g>fnIC8P(17P62AHPJaOFc4mRNU)4WR{y2YFo=cVo9Yl5a;yxs6C`Zf zQm@1O%Sua3B?>4uU~JY8B!h{GRcH-}m^9oKd42e%<2|}OmD_O+j@V5` zF)2MJ9B;F^IYpN`*QbrI{!sX+bTj;2Ufq6&bzy>nRHr6_k`_k_%>eNYQ(`id$Q(-a zXg7%-ONE_2-_WI!?L)KW>sSkNy|B0#-X$L^!IgVdJ0l*d1STbb~kt5FA>p@NQcC4&={?iC@;J(c%I5Q7em->@u9 zeh0O<{k^9nnnK!BE#ai;=@ap9KkA#6&_cXu{LqdfKymT7;*wd;%Q+XtuYNtK|M}-x&1g=34vIE zAMdw)s@Ewk{yRV}*;uJN_1>P6cmyrqtp2qNf?i)IM6hp@1O=wVq^mk81j_Yd-vy?$M**WRnyoM#;v9Zzu3he6jJHhPuYLxCrf6Q9_}Y7>(F4$93^a; zXd`2w(NJ5N0;%83+&tCe!i5WgO;cd0)ZP7*Ck|3mkg<4*&PPHIuQ^0jZDU_RrgRLK z9#jqbZ9_{YT)?}R6cSpMj-cK7B=Z$ST=9_wR{z^w4-|o9ujCnFRy+&wrB}M2_3nyb zkEV$Bo9PnCUZx4u6QI&wZ>`8@`MZq_8gi7Bl*>;?;5;}upiO#_26CCWj^2tCcOh$4 zy`nM#k%ce6W`!J^MS8ZIqdY4@FFcTY=~puM_t1CbZ-z;UelvK80PA~nbW~MA4Eu^$ z_^Kt^{PrONu_$}H@y?K*#yyJK=RbUE{Az_f4!FiWS5ZIsh29(z;#!ba&l2*+73gdW z2x^y*AVyTqg!1iVALfA1!5AQ{voESvD}&@R8B3Q0z;@U|0#tG{kI7e9v+Z&M zFF-R==;(*OJ0nVQAgL~lnxV?~Vw@$Llct^b#+NXNI(`bCVuqnqxYeO^Y~uRdoK;)l;`xeon>39diM!( z4R2nkeQ&a57WZIHO7}qqVb4Is|H!*Wr}Z)5CLSz{Px>RQ5N>MU)B@D49`Gq0I@!Fs zga)js&^T>AlVzyDO>iLxY7uRu1YZMDXft54Vm45Mt*XnVDQu-ecVR@ek4qwAkEHFC zbtE`l;<^FpYgJo>7%TG)@}k+QUmgn=6?a@%WcoBv*WjvkJXDqn*akm;7S*2Q&!TSr z^(zzzP6Y?|FcLWg1l*@SHwIH-9u0i{j5eS)Cvur;X8j;ie7E{|O70iAaS<7ipmt|o za9=`o$CuA&-$+c%+ra+z93BYtst*L-WqdOf=7+ynxW=Hd*BicJ|LgFoWt<-Vis~`W z68_&;NJ~x>D-lEC=AA=S+6S>D3qRPS4TlTKW42#7oVHI(i`!4hm2%X4qWEc+oBOXq zs06pakT*F<=ZxLKeTht@NB8Cs2v&S~h*~ca-+p0IQWhM#JaDRt8S2%#=Y@)4DSOWP zFLXkt9uhtpB}jR=AJ+PLDUD5tELLhQ*=#`XLoMSDusEXm@eiSQ#2}Zb(X{)D`+p3m z`ZKl_z>2G-D5jOLH)^@_2RPJZf~C4%!3V}b(^zC%ml7bJoYDcJA`!FzilSjrh~IdP z=?q;1d`IWV(C)4n7N(jxIiYKlCo2U7Sy5oP)4RM3EtN)AR*<2ByI^q_%&;g>i3jgn zGO{+KB0$|hbr8BRMkq+0Y9<9suoW5C0Cywyj#w(1G&A1`{2}lpWj^T5fA)VBI$I%h zs@iUt8j8xpw3N<_;ZJ;MTX+n05H0@)T*79uK>bj*?Y%UXr016!YGc!Nxx4uV5|lemK|i6*A^i+3kL}iTSVDc{ zD=_3m@WYqLzi7KM#%R3oL!~0{DV#m)yudWDM96Sh8j?Nrci1#3jB14xZa7jo6s0P_ z@{K*t(aIv9?9@~H@(8Qm>(bKKswHoSyxvluz%rzoWg$z^V*^9gIpItPCQgrhB-tqh zKZbIar+7e2Fup6L(m{NTVN zVk?Nb_ydLGL3kQpq)$n=M}9jsVap*Yj8hLaFfioqTIRpce~V6iRnsh?^T(#luWY1` ziDF$r-t)OJw28m-!B6*^ee+Ek+P}C%UYA~;bUi{KU^`NukK*UO>!6A6-*^PvID3$m z()AU3`7JJ*`lD?Xo{~bws`1Pe%*pMkKA0KusHp{aS?oFPd}9t$bXd}cAC? zhG7y3`JWZHGy);z6?>3>MGbXTg!yM-Fa6PDD?M2`xuUTU_al=451jY2DvUemj<}8t zTsS1{!B^!{SsaE~k~nrE%(I&!7M_Br-I1C2QZczY0g!vpEp5Y#eJw56>dy@>l6X1s zthY0`uj+3oA!O(ym(}|&-X{@$E8Tl9f)>WxD{k~-ofQ@hM!g8ho5~752QLXYB+O_ ztDUt%96JDA({}e(`od_3Mai3*d^6E2r)1TYG08NABZ`xEq-En9{z+DD$`7P z`*|X%BC|A`_CSfvCN=!fClQ}(6M&@$4qDBj)J~f+=>35^+fY5)Tu(10Z!MueRNr~; zF@tQpiU$S1=3voqb~{t-M6_&1Mtb^~7p3N)xn-A+!=3+O-xyfn#p4<~C7R-A%m4D9 z`%HIoc74me-wYS({mA;I+Ud*}z%paS{lNh|)20nkTJ)8L%fu}e(p7+5iXA|QoH9Aql!1#F%9Vam!c>JCj{Nc}; z!P`H!t4}HZ{{r5jznvkmGwVNP{VtxKwPs~{1&~A^=Hn$qUu|w*xbCy#_>dq_jN&p5 ztOrh7#a#IhD328eM~wWVUg)`7qBij2GahMW z=⁢G`@3OTXG|xCN|i?I>9tH-IVMVjRYYLEt=7z=V{S8s;W0~PT@C-Pmr=ynQmGv z2hwJeAb2lItB!o&aNiT5Gyj`W&#EEyuM~jdG!>TKx7Uyg`2q3JR}fBNU1p6N3^yF! zK-TfQjZRJ`b}hiV+4VPg<|>KO|^r=6qmbBqjd_pu2QC zsE37;obJE>lW^E-R0Npfgcc+5kn>Qi4s3Aqn_H|>F`!LdP`D-a%Gtu9D}rN0f8^XV z2iT|jxP~d>XeIna8fMGTQ1~w7+1$LmlV!$Tih_cT`ug*^8ZM~i;amKU%i~qN1lTZm zmEGmOjHF5DL+o(c);oV>a;mp;plOH)fb7vFrLNdp{Q>G|mc?Z2*5-?my4P6V>feqg z--+4r?tGb{JqfLa4{)HT>}agvzhNcx;IZ5;u-1{x=<_A$;{s_WgexK?WFpknIy&_( z*WBAU!2Op|k}0Zi>ooHHic|qi?DBMM`g*$~2)<**?NWg=l(&V*`6J&zTIdE1jLRqt z1%`F|D4OwElb(?QGWCQyZaAH6Z>Qg#j(-sGRU@GDk!~76d(lT{lJ$)={bIGO02Qei zI`1hfW{BICNA$a7f#MMMcKb;_4{|*J)SeG%_1v%4=KP(G+Ra^&A^lm1V7!=iM1O{a<0nJcG2 zU8Y%ExqR)X^t*o(BpEBKPLu2E6LPF)M$XR8laW{hjC+slrXsvvIJ?%inHLT(uTM9V z3kIgq5eA4PKXpLJ%fq!5q0l}ZLziO71-*j}S`QQ^TVhq@e&~6;q~`oBc>-U+^H79`D|;~|XVd!@fwg>p zH7wMk;%Q$omAf37|5JmO=xpNkaA?{0Kyz#C7r7Z!LV}onW;6cvS|pN%pMEKM^zq0h`{#(Sfl+Ne_Y=hbkD3GU-`8Nep+a#$<&xu$JHdO-Xe`=%3fS@}h z0xw_9bJWpYRjVIrd>*wRg*iga7<^PpVdau1IRB!fySs#yuU#b4+n!I;;nSB8O(`^X zg3MB(aJ=OjOyVLY=wRQ%<91O^Gyz z>bJmFtZxp26nLAznURALrmCN(*Z<0|{=0w){p-!U7KKcwU`-zvH<|}Y<4a3;k#8}@ zbfgum&sJM<>3ktCNOxH{PzJssD~#85nStUugbDg7Uv%!=YB2`Z@GfXB}Za$H{tXnu$A-vM>+5BugN#{Q2KvKUofl zdlc!+&sauvIOPIU&^%rKLi5|m5|H{pTRoO76W)WrG)y%({~?)^B2g9kj333?yRN9Z z6N5OX_TjW25}np(&Eg3cq)R7Zi#h{ujyHsFFh)AuS$4_HFa}I^EQ+}+Nzmdqb1${DgL*vIekEz0GO)+6iF)akj{W!yw%N)3mQ$1 zgXfsfMg@5zTDMeZ!;=LR3J*CdmDKO}9RX4(%&Eow%#vF}79U-wKv4FSu{^IVmr;^F zQne2T>|$7)?FgoNpr37vv?5X&m?83nG6%!T0>B&i>RowSoBoek<8NQ1zfC#SwgpV;OxPr=Rayx)zcIY}MI8F?IWRnV^Q zIcXYNL(eMu7vvutTV{cai}nu5mD3|ReZXS#WrXW#u@tH|N++_yeN)7$;X#hU(-_tWww|8i(J-`{D-G zkN8L9JY-}xAJL}h`u|L=Gou_b|NaE_lQ)ocVd~?dURfc17!KOYC z6t@^cXAb|{EdFnv$1lm_Opv`PYq_NLq+)!4aYI5PZGdS(!a$TagTM)zJG8vnN#Nb_ z*_ds)670qqq3AhwHl)n|>lt8t>nm-`v2{s?pU3dto{p-Pyd(VkAz*A57lHn4!sO4N zqRZoRAF9i7Kd1OC-*k`Ju49uogbJoBJ~;hMy1bvu7W8u^ofS@T(%EtKuLcd+#Q5Wzrb%q^zT;W~mzB8c)3l`RS`6=1q|99opRQV1AgS_XFonERx9O#)pI1^7z z^kbdD80v;MhfMH1hKWD}SBH2gytWuRob{;FSM+~b*!|6t_^T>B5hka2lY(VNBm$p} OAt5F!nk%B?^Zx-Qs<1Nv literal 0 HcmV?d00001 diff --git a/Team Discussion Notes.pdf b/Team Discussion Notes.pdf new file mode 100644 index 0000000000000000000000000000000000000000..fa4044983ed21ad3b8364940fb0603a1b3d8db5b GIT binary patch literal 185595 zcmc$_2Ut^0*Df47geFyKN{4{--jrT~w9u<`3=klpgNmJgd+hsE3ms0vhDx$SQJq#VR5#At58dDx}G3$to=>!zv;v#cIteq{k{E z$||JBDk32xDJ{k-q|18wW%RSOsI&;{ty@4R567P(S^sYyK$(9u#3<0qiB-r9;^chU z3?~m4pL?uQGOR-CPBZQ@RJ!Q+Q{PBH#I~ON!R#A!H7W?f$Dt110?w&6HaA^^de|Xt{=}v~MlEQyG zowUqgBMrumpC zmf>1I13tqwT#T5N?bo1?wj{%FyO;nxyr>mA!b1X#Vjw`3ifZdWo8{77|JAEiJUx7z zJbb)aMgHDc+$}093 z4s|hBv47RmM|e6II$grFyu_iZemSBz1^8U{GT5bIl>a)b{B_p)3D!){-qp$Bw=Oeb zRuQp35PqWgZNQ&K{ipSQ7WrdvWvGw0z7s;l6XxaV@w3&^zxuu>!qCgk;n%p}2X%0Q zXk6;P91=VcMhH6(Z)Z;g>{7Hr)Z008Im1NgBBPyrC)6A%*M6A}^- z5)ly+1FryqBqTsu3QDpoS81&&a}cgOQ1YnVz2YCMyRw4~P%Ma6>>?fLEA{ z7sUHh2o4bu5s(;20|e6WGSV~h{=YtcJO@w_;~wF$;Nh?XaH(+csBnI~05D&I#KZY{ z0R9}8DDm-daEUK-ZLR=t@bGYPaY@K1h=_4KNX8 zd?}ylQZ4SK`ah~K&p#DhBDlLfL@n@OKOe$&-1AH1h!SfivsZoMa9%!0WO*CPfV~q7I~8U63M7i;b<861=I1O-*ZD5&w$T zZa-l%c>L4BAw@x>S{wGM%H&-|eUOEbzUD9(gT#&WQV(R@%NCTsRx^^#mNA*7yUh}4 zN33{^48&0iL_62)29uhU)Ofr(xQFTNWQXgjcDt0 z_JN(gT0;v!7;%~kc)1)smS~pO{e*$EB+LzrXny(hfCy^0}r*fCs5Tw#tjjbVZ@fhl4r9}`E8K$rk`KU{TvIaKLC3@=I&J`a~|P$ zmYz*DwwnwRn3TPk1eq^`dW_3s3L%Z{hM|>)G^%J9pHc#o67CrA_>L~H`i>5DYVK4H zokd0#7rz`@ny*?0}Fv89a7=5bX9S4m9YtX!*@f_v%Idiz$%#GnQJI=W&Ge@4Vh0fTn9%YWz~` z%?H)rg-id+yn7l(qltF@=GWEyY=HK!Jksy4?4h((ZxiM*E$6*Czw=ffVaasZQ?viV zWcXL6(AWP0m|?^Zz&#Q1SQF2`ApM5@2ky&A#bMw2AAn=vr}Fp&7rwZkOw4{*eDm%Z ze&Q>By5_hA>-$?7*~_$Lqcf#NUIF}z9e#m$YsWKJW*)bR;I3b*xkd=~=eX%47kPYP zv;Fiok?ix--c%F&58oo0g5-;3M`K7;qDde|NKs;rDyr4m$WKQ}8C#ZiC!Ey+xgD`e zfF#)?VAO4&fOi5$74@Cn>90o6tny9eQ1|dd$YriPD;*Ed@^#sZQ(c#qhxb0|o0l5} zOEyFWulv!TdA1(G``;x>p1#~>!fZ424BS^Q?%)wyd?p^mdvm5@!f`9ue=AWY-?~}S z+gJO5FJh5ybaDDT=93|YKfR^&nC4x@d#GV-<6Wqc;OiQjH&0*a73S7kb#>j2eyS$b zlw+Lr6Y^a#>D9&ut?%LsBTE2mcC%P^NheG@_5iD?! z%9#9XO`p)_qrPE4nUfv!X-e{!6uTKnEwo#KdW2ha-=8tksTDJ%g3w32C#HRR_Bdae zvU+gUc(hn(;FhaT#QETud4QZAzI~+ER!Cd*)INr7oI2A|G{fUq5C{;x>*EdOlqJ3& zC%{1EYeyGR{A_SB!D{x@$mJHt%MW8=|B|XpG5x%scuWq8 z8c&LH>2z0#(@-@QBul61;?>kNGb4tO40urrR^_!{yg5M3mR$8{=-$17L!$g9ZN(yq z9yoPZZVp)-!4ohNiI53_u&_N8`Dpk{x|d%bA+N!HyUm3YGCSNvV9N1$<9a;bCfoDK zWfcZ?pp*3rPyhnTc2BDhXBJH(D(icwI6H(~yZ{hGVV9!+Kav`EQH>K@Cw^Y)h%BM50mDXnx@Ho=N`1f2&I|VtPaKZruHuUwCs^ zN<(5WIE)OakYpYim}sW%!sMPu2s{v zFm2eTyZe3Zk&dQT;H$^d9*%V9^7iFwaE-=Dp79@m7k$bZv1_j7CNX@bx_)#cjP`e6 zP3`(oVdcCAtSrwRp1ZXdj*Oh-bS>a3+IpYO8!dZ2=(6yfkZ;-2m>w%AL0)uGz2Qx2 zrqC-GfA2wj(z>A${sHa#!f&aBbhn*Rg8xd8@2H;Tg}$JdAd>09lXj{I%&;y!Cd7P1 zEVsC{_L_qEwqbjv=^KGFox6<8m{-v?mPK`ISa1qu0$o?%nGIe9wOAq%-(XkbqqEyn zi{)pJ5Eo4t^gxi|aaPjEMjf>cl%D{0$e_DACyFx=bZm1Hb*Fv#rcJqNhY!fxspFO^ zAxj3$jRYcsetaGTd(gC zqh}(MP<8!Yb392yu0{N1D|Ds~Dym-Uc7plC%D5L7kdc|-Ug{Aer1}{8!6b_rM^B#b zSeZx9fw9+|j+Bgt`F0Dvh^lGYRAEaS}qF5u-kk z@2jLees!GZ8+hSy$tgoy{&n#)qpoNth+x(-a^Hrza1jw!{65@+kh`xn9M_VQ*P)V! z<2to;YUO+26Z*Xc(t_zHPEAsx@&OeAw_1pCwKX!Xfo?cFmybSKDh+02Dxa-~)bBkk znnBdiU!0Xv&y3Dg+QCFJ`(Ugr6(6yH*idW!xkEMDuYKe;jMDypA8lr z<-$Rh%6J*~1Qc;5(m6tMj67|ZMs3he`n8PJU%%%yEN#np`YCS}oJdBG%Qi`(F2i1& zd*GuQTe9F>^+F$`(aYG%9O@Q7vT=^u#AsS%!HUu2%t&MoEi(arD173Dq0YV&yglbV z%=g@P4hv{syFzJT(Eo5R^s|TB6n5XqmN$OL;Cn@sK~>6wWL@&5j`~B3fE9e9X_lCOw5jxR0C!$L_X0DN!-PyJNYL z88ffYMzfIO*-HGSU^GmGX}<_*z;)Mg2X6GiLhDcyo31;jKFevxX4dceTSKX%!GY`N zT`AOVEtN|}xK-B@&s`qu>o&}BjF(O`#G$+)mA>F86!H#7#==C=giyJ0#?^FYxLl{% zOK8c1I?I%-pgiq!{S&_47CXoiTzkTMm=7y?;;$i@FjRz{{W#sgd)j>e(;LI`7v{SY z2Uw2};#~qdmPQXpoY?O5O&}v!vm{`8Dgz`5pJA!^wiW zZ;pK$%Gsb6hsam-sj^W4GJI>HrAa1Y9h@-sAAkkgV2kb`Keg*~wRzbizS2(=%t=XR zfQ|HvkMz@|kH0weygnm;&xtuUpz<%+iuP*kC~DOYWX6wRFVVpq9U#5ewjZXmvsAaR zRuiXEMxXm>^*FimTZF1;vGo?_Q|o$XO$M_kx|vSs{%%g7ZYh;ZrBvsOhhzupi)3%G zey~XjJ}^PgR<>Kz0|p)R8A6Pu8sy{$PEZ zF{Nxw;*E6o@yB?rxlfM!hNA>7zJ(_KmWx-#Q)$usg#}MjJD{=glt3<8;D$zj_OI|3@u|}45S96z5)zRT?b(%GnOj|77r5FRN zZk)Ok`F#laM#_W9yVc?8&8-gCfXvCnhcSGHn1;qM=G_b z;SfT;4frv>bidv~GoEqM!&yE&Tz(p!gpwunq6PFYPuz{0TiK5^_f1<4Y?A&G%czXP zfh*EoNnVx4|8RusHkWhfomYJ&k*CgUi|9`#RhTCAN1k-3es{L9V$`9ou$LBxf_bgU zO~2@U;g`Wygqe14juf5#L)sw9a{;<^hlnt42aksZhgac3vrA)*SdI0%+fA3%gGx^ z*Q);gjLjGI_xx4)bJEI7ePk8PeEY%O_6lG3`Rjv}Z%q#?a^cm1ITw{>5LA^8BK4&s zNP`!^v&=m9V7>O}q3c4aV{?U2v?cjMJILyr?{~^EUD+Q1qOJ0k>L%gy|9G#I09Fvy zKMCIcRTDmcep^DCA4YadFxK=o%cHQ5h6&GlK9~1c-m^RQfwZ0PeY=sB^GhOdQHAnJ zVd})--IZ@Mzbbo~V6WY`rmcDSOIhi!+M$?NeQWQ~-p9WL|Ef)giM(-DjsNK{!M|$% zAAt4J#+w)oWwor^JF_H?(JGJ>FLVk1Ccg8xo}zv&pey>=K_(!rl_@&@_? zaMgQE!s4@&0JpaSJ8h(21e^)t6_lW+^o~h(e-2-aExZ}zA>gr|DPu68*A-ho)hg{k z&;7!}m{#X$yYmk~=?{QeWJSDpHaa6dz{Pk7xs{oa5%+=`BM8;bd6?Y0XUZL@u#{)V ziY%~rQ@Nfi6z~qgIgs+|&FXE2(680CcD+fjx0>-nsb$BBBGG)^)ih{2Zz(QlHbZNA zyAsM)qF?ZE`Psvz!wLCqnQapXN2%7U=CaE2X$7w6XTbXfbX#0j+T(Oe7M4DeJCseS z^3;+yt9h4d_6t;Jv%dPI`*$gD3AoPr3?mpheeR`j$m>(xEGxiaTaoU%#*4v?9te)h zngc0)`yS00f>N|A$3_l&g0EX~`H8MdKm*2-3a!cHk;Zj{x8IXk7>OnBZSD4FZMnQa zZan$;Bp1=Ho)*Q`&8P}-O!JBh$H=AmRROA~B5Y%)c9c>z;_M%N>sBDiFl`i&tckrG zu#lfZSTR?Mxqv`(P4nlAD4du691>jjLj?T_vdgMPxcIc`GZNHDopkt=fg9-#t9EiG zkYazn9`L!7S^qts{QP&XX*fnEoz9VrRG&sN0;(JGm@=O%@pB+MQW5fBQ`Ra^{&Jk( z?xR?d(D;6=a_xismg}-Hi_6<=)BcUXmve3u#q5axvQJm%wyb_G{9pBH)6LbiG)e=l z+S!NJrxITW>Id9uKdR(LQwb(E1J_3GM(<8B!&Dy^1tKYwT`h>+AEa(_gt%{M& zc~enu$J29l7>-1_*@+Z8Wnad9!Q)YG6231Tt1nMl`2z(q~pzU4Qj>#r9 znMrL$p-MR&GU-lVJB~a9=X{bX6fZkyKy^Zlz~D~R^L}Fm{icM18H9(9TGmMQ2lj#z zMugi-u86QyI>~TUN1jdVhhs#QU+S#XY);{>bIok|vZ;&5+6D*6H4u$%F^N7DD4D6T z6?laV&vU3&?zU`p%37ID7(_MIE%GJZ4U&s%vefFaFlh=e=itcTuF$)e-QpbHic9{? zI|7mRa(*UehZqEANq|tT5h&TvF*|g-A{%!jYeinu82r1#0zg7^!K~~ zg9F#wSOVq0RAf}X>Qh^&7T9}mtF^YF&^eQ7>!w)^e;ur|vdjbe39366vbi>lV-hO`>T$CD(!sJV9y{!y8h&fzma++`$ z00h3tNn%g0exkcrMBp`KCHpA`7g?qICdFI{o$-2H7uT7T6SR`o?7&dgZxhp}UWqt4 z%~A~=IkYrN#b9R~+OJ@9G$B$#9y5nTX_~vYI1<9$NEufIEu7lwMS~bTi`uWR2b;Nh ze5j?s4QdFAFmilH+E{I!R_ zNN%$@5#?d6hqWB|BG~$JK8}F{9qsOO6?1iZ%g5~E);0$@JIk5vMaS%ez{aWn7D4mL zUWlra25t011=Ge&QeEcGch$QEKo+#AkBiG}!&d2Nt`6GUdt`6oln6m;Nqu!SU?oh~ zmPj}&`!C-+ELC!PNw*yx+-`4$)tR@b-U%3HYeEK|An*IWy|Hk+z1c51qb|q1*678o zG{Wa{e&L|{6LyCwO3Gcv5y5zc=jI|GL?2m`?bC(ci%n z|6q-hQpoE=<(cJ-89Apd>?!L8oXkP`FI+fh1 ziLS56Omsc}!Y*;Ey>aJ4^hwollEp(+6>es!t)_?(Ib{rMXnxT$rxR0@NZf`odj86^ zHhdOMo=*n?OOxPLrL0wTKa8FsuFs&~Sg^LLmSY^{+I|CX7A;Z9ga~6>V+?#g$ceNl z%z52RU)CSpw}MIb1V8bI3#ujZ*Ll;9>Lo!^kEOX9lB!r1K+h*c%&)PO&ok=iPm0JE zzOWZ~gM0TXAqMmkua4hO$~G*alX2Iiq^`v1e54EeB0Jb=A)W#DJ}zXglo0V)R3?YQ z7uB{4EB`9Sy-t3ma3qxla|dBxXW(N^!M8>SMRjNL8C#`L$!l)1kP0XemP zFqX)l9w8#&wb|zlrDVNN_toDRx`oz>JNPmcbLFvUmeD}(Yy8K+0Ysjw=61qmjCm_F zzm}T@+^iVk(OxyI-7sI~q-$umQHRuHiQrZ?N>en{<-xND8>RZI)OS$^S+8m7x2QKU ztl2w|Xd_w7^JY@p@!~z~z}hYX1^tpHN;sT!SGp~QPJ=5G*cbd-URuHmHcRAD(h%$b zq=8zOT0=M}9wAZXGdkD5WIki!BJj?usaz{(63S1q1TpOZ9BjvJGw+r?(BqVY<&x<3 z+O_%ZbMH7bzx3Xa_dV0SR~~0A@bOUcyh2ec;>{ROusYscZhKAsVcu13igCkgozF;uUB!tqAH?b|*HBpfA`UMpBA_zz zYfaID$JKjNRcB7k9v)%|noc*XDTtQH^V#HeHV)q=K@{T6#vycL4%1gH71pLfHIMhm zPSwhZ1*-|jhfp_^lb5a(;wpo6Cnu0?-qzw5yB?Ko!{m#}?)MjIr@KH-`~Ar4`iA!v zirBRANad%Vw#zA7I9I?Zv^*BvpZdciuOU?>gmJTiW16)Dr5`J zFg5$a!h`K&vq&~+5PvXF;#p6WhobGeUuaHD}5o_>u_2kBGDOBTq)Xbxbs`Mt=4%HWR ztFSlJu|^cKkwM?C^Hm0+*rD}9L6(c_?Z+z|ettMZ-!^l8I%?k~nLwudOP86H z_`Qt3#2Ypho%QYBp0zP~X4FA2VP31F?)B-_$H}C^uSCIBhie?+%tAa&SC<8viVuc3 zX%BN|8ABK!%ByA2)KG#0>ZY$ug*Nkwub0l3gYewITY5G`k=eT^mkOf)O~GBZFZqjT zth1gfX$542Lwc0YNnYz7vbqXXM>iVOk=$9FxQCzMd+vW%a-I2_pWNtK?t9EZGfslI z{VOF%j)9Lvob2#5b57|Tyk)!YT0?L3MBS;xx0Gc+0LF5^DKq{&h3#*XRbLcc;gsVS zW*ah7RzKSi?+ty7Pu})GW_N&s$i$9rxBgz8xzDZyXJ|)whY|Ec&f1`hy_K$XwiTQp z5Mm`~0iKckGKmU(Yg*n`r276ZqvoP-bl{NL+0f2%P2%Laek)|45h63~GaUl#yf*;?A{jB=_A zX&P{B4LIN$TgoMNFJ^hIy)e9(Ldr91q}OJ>4u#SOhhm#_QgFpQ;TuD!AuX`B=H;rc zakxVuF;BX&)ahvZ=8l5|FL@+51@V-T21b+j_|irSwa7IYZy}oHJviLtG9mhNLq{?AM5Z# zQ8JAC{{Uc{ve0{nU$74eHFCxrnwu&rxVg;^+{;R0G9n(L(D!8e|2$!n6Y2OT2zB0H zhxjs-bPQg7a|>QB`z9_oHqf@}un9cA7i_bB|f^MR+BwY0Z28i-x}n!QRkMJ=mlpL;==Te+^Z3n_Dbh}?IZ zRl+070z|Z_0{jr=kR|<8*fqWZb>(4jk*k15WECb*62o2oH3iPyfVEVDWLlMtl{cn5 zZst~G31A*yjhkOHt$=m&3-amYeTrI7|Kjd74YuNJ?BO@ewgPduN2cKdhk+ZSB1-qs zCg!uSk!CrNh*QslCr{|l)<>W~I4OJ%i9_t|0kqZv0;QLcBm@#xn7zH3yq;t67jMt@ zs#*nMMvola;+wU;-e#9}@C!Pvy|#%aC(tRK`}SpxT?2FE{%~_D0GZ$cKBC#KCc~V8rU#?R3 zdoS8*VERc+g}fgE(W7HtvEl;a2>C;W1sK!o4Zq_>ONP%G%b z4i$~0&)i<9-;K7{A#0s;4sBuP_x5%ntj?d(04HYKXO699G@Y&B+ZEHBV>J}C+ z-Lg?Q%{CAY`4|C~@xFX%gkwu zH)~lrl6P2}51Al{*u_jL^o<50TDa#nxHt9OuO$_-ZOA6ATT`jsX-#Qi>W$`MEndOR zalAqM?%F%z!0hGC%4EyY6fflrN-)Jy@6^hw*K_PBh=5oNr#@6>YZDAKx@$NDCo_57 zu{=o<#eU1~{XNWj{nQkbMIz-xu(>;J1pWseK+Zf^9KxO*RDE@{zaGxo=m{xGyE?_- zCa?y9}CqoEYLmqw1w`@1@d8ItMg?`d9%gRsdu6YI`X> z+b{uCJ_08=(_b4|g7r1JCKalyzuiTv05$bLdMXaOzB#GR-rVV6TnLi$dr_T7$_oc7 zfsOmtXp3(ifYXXgNuKvY2u4tJ7dpk&*!a_>HqePAgUH+n*iUxBx0E&_ltSqyniDYs zj*3d>>QHtOE*$2qyuuI?OCu$7t|}letPb>K6S(k+iSj zng(VgdOoDk0fg)aa_y{Knm(J2ffD$ok^fKl4j?O(x>eaR(OZ zATEoMU2?EXTyQty?zD;^yxW;` z?lnM&ge*_-9eqE_58l)$QXO;)nLL~~36kg^MZqfW9no*oL}UFW{n@NcWrW}ihhQ%e zH#7lPHO}*R3UQc08DpZSnRQp41AoCPpCSn)lh2I2TJtODF2_?V-0*{n=gYM^Z7wmA zw&3#(u(@&`IM*T#{ZV&HIZbm!b3>H;&Qxfn+p8lsb8F0P!TVd*EzRzRiPa=tqLV%t zB^YmSNR)ej z|Ft|l+g>3%@l3Mz$R3U)#o2bg^i zJe`S1+d0oAXFVai9d8OJP3Nwh6w<&21O)@(5v}E5p`pZ6suy}BKoL}Nxz(LxYLQXC zY15*n-f0E?=`<(qpwKNmfa}}shg+~udcTuxVws>!E)&gS2a)H83-k^ zXWgcz`J zt_Y}l@AVw%o94T9DQ>oZ^-Ah58?0O0&_af@LB*_~3-J%)odTfEK92mHLO8148x^0_ zOXka(Q!h6;OwDuU$2fCn_Yt%htxeOF*MO#wSQ)Od5ejM)ZxL{^(6T@UCeRnfC`&!U zfff))0j9+2>i{R^OH~vFDGBWnx?xi!;jPdq3=WkC*KD1@%YDccF*w$5C5bkl(hPV@ zmhA9Rg?jDfp0(A|YGDt3fqF*xwmudzHPag3ZOvyDE{oN;`g)YqfOufVI9%7YW4tiF zMB=4P%EA6b%c6lqOxb?B<&jv3Q*}R@4+do|0IahG^q5j)&SXW1I%~W)tN1CMgBoR`HD70rE4Yv=9LysS~|gd*ZZgHNH2q)p}PM=p(b5 zo>QZ_h7QX{EjYEH<5UzBjI~4M#NHHUl!tV9dxyOPxI>vExc;; zfcng9%qLzSSNgTtC)`!l)YRG;?JH#2=~YOGZx&xk!>ls_Aa!{KDeEY1742Xy&iq`BL3c(;~(@*noMp_yDG) z%hBGeK^#!I{Iy}r&3H8Y;2^E|jcp74R!3|HBZJYsaZu^J7|_H!(G}{W{%}33U3NWv(h@? zO%C}+jS#mZ5<3{Xf)`ixP=xm7nHn`4~zNF@A1dPuT)WLa-C>IB6U1LY zI!Z6@tqBZZ*QzsW>AWF}hqz}>YVQ1g!Bsn=0xq>!HLMhue~2HH!_)>SNg>?CXDQ4K9ze${VKMi=5uD79_Ec%8<#qB`qh>y zUIF|^h&s2H*!LKj^MNAHTjh*%mQPGJeF#PMy4$PYHb2MgqRp_0lnH59zJHz$*FW5} z<*Le$s9fTbzgRch%VPIze`oS#%OfWB?Qa=5rVr{T1|(9&YCKH_n%x(3%s#SP)_`J1 zs5tDC+jNRK?P?r=d`r6Cqt_X8y4_w_l)PQ5SZc{@;p4c&Me*24j+Lc+OZYMI79!Al zFtjo@>|55wd>()I>+N+$xb^Aa?Q3%?i!Vm$TV_ORtyx5GSaBC=AXW;f;x3mF8g`Q; zaREHU!_v%Oc44(fc6_6*nS|J=x7ptN2KT_s;xZHM6!^Kr8x&qLHx5PUUS&QpJG;Q% zpnL1?eH<@c^VQ*LoEs>$Mrhg-6OB1HaFEU}&UVLK^Ju3Zt&t&oeh z;9Q=*=c>F#+ulqE6C~_&gbkTmG{9%XO!}3dZO%QcCjF1ptDb;GmQ|&)-8=W&U?pl( zt{e@hrhJhXD$>IftQt@FWa!>)HFYaL+tqMXi#=(0>)~u0$NAWxjlg;&%mvPAyRkyy zpkRFMoz7hQ1vc@YUt@37AUm!>DUc%}HWuDLf^0x9V5EAcBqBm;qt>t&{N zHHY(IMQF42x=~XQWh1-T6d`Rf-qJCi>tUcHNa2B5c~*J2`iBQU0DhIf3DNy+-?4q! zHKPSBj7oG{iI&~1XPb=i`;phJ2J;rn!^Q>5*8az3Uw zcA6!CX(O&TpFiuEG_J7ci}e@_a&9Ye?MGhVf=5G2=~}6lQszf{AapdO-vyq%zaT_c zD&!enj^`y6o=6nh(eZLo?|-^}cUS0}Q9pPpLWYGiJzH@EbvxiX)#?vGee@Kf7~BSi zhtn<^Pw?$RzVYcr-}rj+wPgM-H7ehZgyi~4KO7z`ZIn%VU_bYH|13BYWo;Sk)WuyG zU0?NKWijnrx|yH3Ca4ck2fX~>j@ul;;XUR%2{eR^TN@G||C{WR3x zy&nMY6r_GCXJvYr*V#8hb&u4BVc!^DjA9}@c2FZqrZp~owHTMC7m}pxcgRUb`!y<~ z>|^0VmP%0GHou{=o=>!YfLD$ag)b36)hG8k9l(30XryAi`sExpOs`2{!j#MhMfoJms56*7s9_SN zjks#mRWam3AV(yY`vy42vop#vATKFM@8({@=1_?FW+ZUa79fc$oCA=ppW&aB7ro*x}DCrW@6O&P~N%s<+o=kFhZgBMaL9yhOV{LP7 zrnd5>tGIy&To&O6x1C!hB+5^-@28cNlcJ)E*zA>)09syD%U7tANXCWbjYqZ;rv*jG z)5Q-m@AQF_8Gxaa+9akm#7x0S-Y+TIi9L-*4IvJT=uaI@{&DAUJ(afMIOO7`Swhot zz*=mo9vrvcv*`zYp~8#?D7D&HQ2BHX4?J!k<_MC+m#%7CzDZ;nQOP$xor9L1cGPeN zQ^(xI>_VDalh%|ULo^{qVypPLl#gRqo|aa%kj4tq?4Rx!z8Wbi(LPRUQ2_&iiUtf= zN~#KPLiNkz2rt*egy*RW456D{PG!$eZytuNvy zxtCn{ShfwyqbEqTRpM!vjIirmwh{PgNTVc5)^s9PK&5(ULp}Z1vSk_}p$vaKx^V3d za8kIWLtUpkyq`07)LY}gzMjr%+O>mjt#*U0zjL)hJ`$=hP)RkBGj z!!&BN(~h4X!P z{403s*+MqYx3If?R>79_;(pon%OH{#!FWGR&#K2xj_!LuNq60#`U#0q#?6HXy!(e& ziDE~)1`b{itj>q5l`Ytmeu3`Afr#rDu+aFg3s)HXIwA=J17yF%2MoNLBUOt~v=GpJ znSh9Vr=@_oD773B&TG7gP>;%Y)l51!1u2+i1u zeyPN7zlCZW++h}MM!2Lb4{uSE@X^(|UVR&H+jg6RZ*$mHtkPAMz8JI_PJM+o&o(6_ z`K3#$M}5c6-EltM5@&}ocAJV;MQyIv^@~w~;heXsI1`duSbUN3`H$ZT@FN;fU%uqE z`;AUZ2xEi{Zmp%Qr3>ijz;237TP%&jXY!-KW)ug0{LvOE7y1pUNlPFzou0~R`fE5( zYDzlr+io_JS3bbLDWz3mBQc5q4O)T>;97=Xu_h;+2gE?VK<6_a{pBLbt&+f&QcgJm zzU(W)ldYoCAecE+QIxrFpVx`0g_EW;asoUo@Jd3JSnB$qW_O3ep7A7xY|!LL``~s1 z1I~0EZ~jS+C(Bf9`(Cy-_Ru?yciiTLX>PlQSd>xt(C?%n;R%nQ4RUuG1UYBjHv=1? z*0b6oyB$R{HREjDH7!VE?v;67{{OU$q7%0`^ugqM*#cu;592B~{*%q>^2t!zZ!TPz zbVgDT7>v|~kiY>hRn@mdjF{*ev@I&{Xm?6I@~Rsfpz%z1EW^!&t`ME(+39fR9+FpJ zky>(Yi$;U{HI*~;^8$?%wLQ?Y^ z!P9pn>dzbbz>FksJ3RcU;`UACgY}~47g@ecJaQUzH?@2)R+3up7R5!$MO2GloWoeY zb4|)D>xp4K!dWHSnO3vDL_i*0z^$Z3)SI7*<~usXU&nXu&wuSF88uy{1s%BSy39f$ zxdt|hAVd~p0_xyNa!TY2{&k%}CZ z9DN2gLJ*;OUCg7A8*9~02XanM=+=F&$X8Mzu&*u7$9ai{*-{Vq=+TvQED;psdp|Kc z?n8NQMfPD^weB#K>b{$KAlFoNHHE3w|^zC#sT?qamt25jOdmqN%X`AT-rZ(^wD_uelwWZPSN6}+V zBE<3-lj}*qniEfmSgZrz1e-Sn^32sv>;9!_#`E2zyuyPm!dk<3{B4?TUEb|7{=RcI zch*Y6;z9Yv@%fTep{cY<5T)y6AIlkJjWc6fPL(&|8T$;wt&)2c?$k|j_(>@I@ZiUk z4>8^Uj{ogsLEn5OiMO)l=;(tO@AXkB9>M4&Y&IWkHlIsN69V*0B4Q^wb6ao6eRWcE zOfblWvMR0ED3vOf?t2l|R!Fn7&fJ*SIB)sPO)`=5%j_2@cC2XlR`bIw&v&m@_udO{ zH3h>rG=s>u4yYi#WOXB1KL7z1hE1)A1&~FQx%$${3S&*B(vopdY}#E_ZRX&*_DKA0 zNuyLc^0JlUQurQ0Kd0jgP1xP32US@4ls(g((!UhBa=(c=swf{F|6(E>1`F zY^zufe3V|b8K;o>`R--!oUyD&qPLAuK$B!S57wbo8n_Bs3RbMF1l{r8R0114Qn zZ_S!DsQ0ZopXZs3TC;SuZKgviw(21LV_X%#iRySPW=B~D~XhuQoLU6Q@b_%!6YL5AXR05q^+l&Lqi9nn!HPDu1t; z2=gvjugz^eMV2ZernEG(*>m7?^{DdUyU_DVgHcXd*_5sgv**ciZL@PsBKZpOoIwcKkKID_E8b3y-5K(|a zE++%;sno+J{JNV}1<%o3s!dX`)R?G@^gADS==}5~dT=N7c zkbsI|9~!oHuHZ)rv(pIPe^Qtu)ao0^%!hmG1t8QGtZ-39sAwJJi&S%R6aV}(TQ)TJMyO>BH_||M?-kRUCrb$SFULjGQjkWM) z`gPbLL+@RhrctmUofGDOzt+fP0)5)q$ zcl3wEw8jNpeiXo6sZaW$=+RfomHPY)g|VegGD7`KC8NDJH72g2{rv=fqp%Pe1P7l0 z?~WHICs0*FO}dWFT2{F53GtKe39uS%5|sRiX4+-Yrh$MWwqP`-8BMY}B~5Mm;67hDn{PQsKDax0DPwx~@ZKYczjm<%5)Dy(|^?O{^ zyxh`PDoosX6nkUyf+ae%$t4uvwXiR*AH5j6^9V|oAfYEv!JdyLpJ*N%jKBJ<`c=Y$ z%SU_qkA~5&^=9rKHZDedacZa^A%xxAL?6q^JPb~FX?z|TiDKKsH*Ctts6TeiQQ$z; zrF)$sDE6(co^piNLy?+(n;szf*1aYNx+A6WA{TW5p>3_ymKct_1N{R1grF7HKaiU^?w=vFYx*N^DTPMaGycSihfnYW9~o3lsnFNGtDvy6rlyL*akk1rrR^yWMR?M z%YOJ6%iG1#nZgss4|teY;0_FMLS5y3KVG@;rF`d6jscP^8k{*~a2KaE@M_EqcC?HU z&oo{>lZc7YHo?C+_}kkncZ_R9Ie&>8_9fDSPhJr{rj5RH<%u69ik=QAnK*V-b_t1dUkD@V8YMlKe!(U~zhrP%@= zhXgw8H<-TYXn=|-YPV8e&)A+jF6=v1??p4HgXZ*rCLp!Ly2qccNmnld*xNy=sTZW0 zGh7w|PO~J8O4IlNoR<@LYj|q!v88*dC_D>aqW1Bo&Uzm4+bs+Yab)wqr4U=U+uX+X z-dN|#RF>QuY%$MYK&v%~74q%YDH}n)sHM(Aknvc+q$UFC?%Pjq2f84b1&+xxWY4xF zqdsVM>F4p#tEbzw`PkkN2dfy$dUZq=DMokVtCUj`XJTwT0*MtrrlxasXSC@CHV#w7O--JX zshWrdsqtwiudcDP93eZkXl~)Un>;t?Y7!G`ieZqB;KN1u8Bx^tjol7Yy6T)W;w}N7 z8w^lgcHY;cpCj=JO?p%b2to4VdmO|wZ>mA4qNy>Km)>dEn&!-5F767{oYO{%uBSec z+IVeddLfF|A#AFu;1L2X`QoQOX>rU2vpS|)9Q=eVWXkeyzWq<9eygsgeG9&t4+~Fa z8wdP@ck1L}`?)zHmGl3w*f{z}v2mUps&A|bx4ln!`u$tVK!6GgX~K8kG^1cnGD3lz zm^XZfY%JgW3DQ1Fd~a@PfP~gl?IW~k2|4N0qLfo!!nXJD&YFpt*~$7%7zq9-?$$ng zcqRpvH9!qipR&ebooJ9>t^x_k_cJWu>(e;H9l*Q!P)!HCVs_|X-IS^2`>EX6&s2Nh zA%}XUN!G(V^@5;%(Frr!YQk=nz0aUO^L}nYTDqo#j+o73+-=pfZuY@SQ zW;+xMu0o1Mr{h4E_rkRdWJ+BOjriwMDtT_Y=lAR3_D1thumNH|HOwJ65)xnRF}*5F zVXzq5>{1$&X{1tL?*ZXXCP#bbQA9TdP9((R$#|>qk*V+;qam~8`8i7cI%Y=zXNvjz z$>9`pJ%FY7aeN){Sl-z>Av@Ct9x{=^<9-|zD9*vfbiiceA($pHnKFGfxCvo9M86$Z z{Txg_{m36Op=bNf@?kNDQ?S7xg$qfCTg4~m9LcvG!*paYOx>bhK^?f^v9LUtI%U;F zHE&5bd@s37*hs6hDptXiosRn&@ETWa@A35Qn*0oNG-reNOIWjp*Uk^+268Qn^GYoQOulhbB+4K*zBp-GqQPnAak z2`LcPtX$YwUXQKbn$@5)8|sLg5D}At^=h-!LTu<2OX&tyGVhp8=}^hAh(N|k!UHZX zDVL_I0&vvl!CHZA@twAzitwRJTpSNUD*_P*lXXrFo`)|rEQ$R(Qv{@5mtlkDo- zz|GQ9l%h7xm|K!IE$0(0-Jx1v!DRT1iypu9960Q{nVil|g}~U7Tlg4&-$ydi!0>-l zR10DorL|oUftG35yE===2J|i=B-aWo7pytE1L`GjAPd7ESP5Q4r!m+e8p!lu)|xkOMBnhyRH;c-Bkw=1u7pOr*p0ioEYrW= zBiE(BmY+yn58&>iP-rT7nf|F97osU$437*f5lwK5N3eal!}!z?lwB*Y-ldPfAurvD zd*=rh>Wn!4a{XQ(}4FD`-P<;F2i2Qd+=|D9us2XAnU~vkbtPffs)=Q zx`#$Fwl!5B^t4dMgoYvqi-;&9?C3k&`TW(oi6&&W1g|nVA1aW2cuL%?094iG?jz8V zP`jPSW%_s+*zrL(FO1&ID=ZawA>8aD-?N3uzf8Ds-Ed@awS&j02FHm*5w9OV zLA_ilqdv%r|XA1+)yJ3}Bg;Yxy@K()o7(A8!0@!I$)Mje6cmUH~w1 zFAB=kIP@H0G1LYryL0xTZpr&0hvOIMk>{g8l@HX4f1_W}m<;0}@Licq%&oWOiw2Tt zr`OhDN5vNgTJ=-SL(e8BcoPqnQ17n46P`A3Uu>EbTQS^9?WV8L8zeUIeAw?mybJAM z9<0wY3whF=+a_U1Tr^fVwv;0HJx*{)Y2Y!ZEY^(|`n9}%7uH0N{8>~`=Q+Mw@4O$X z2PaSy-;FM`f8N}j!Y9oF46@EysX^k@q;s082u`w*D({9KdiT2Yyd0~V)=uZN)k440 zde^ECV-h+P4Hh}57nDl_q+|VoWsWG|#sUy- zP?muLlNeRs-NGy)B^em@+mo(S##YU}319JBHgC44?~<0-G>Deig$Uu$x#f3+t_CJY zi3s|j;)6=60b%+$h9FaWccUAQRB!MJZZPecB5_%ilN&4j_u(Wj))Jl?bO`MgI|C5y z z;PhNYvKfubM4M%Vf$5d9`!jKUS(aajvnRSBH@Vex`-iw!u`(HrH?U+c7KsDinhl=o z(aa>>S&U+QNwUY8xB$)H$c4e@9bh+Q_ybhgiG$Nam>ZGYY@QiN(NZy%r47+_>+k|P zjc&UFUK4nEwdD2b_#8EzkL!g7%6DEih~?+b5l`|_!l2uml_8DnD%S+#GjHn?ejIRb zc^{P|m>#u5^`_tWOfY$Engn|2BX6VqA%R`P%vY{YkHi)N;fBhICtXERJ~cEE}hN@L_RZ1&)-emgR$0F z?-^~iyTN-E)hB4Xq{@!@CLf}MWBWwdP982NEq*v$d^9?6 z&E&3qZdT)bGl>Pm)Q)_{g0OiP6|ow{z}g*^dKFR?_f`IBn>w}%QK16b`qFr1Zl@9#$5kz}aGEuGIjYK&owr)*c%8WU0zunw=K#v<{&NyO4Qb1-#M`ifrcAsgGua2E-)S$CzvnyN`ND84rtyH`^H51_9sf;DWO5srCg;tc?jWt@2Aq>Oji4$<{yO~z$Ch3S z*F{Mgr5;AP2iOPo_NU8Jzn23Ru0}`I|08WZ7muZUx!z-4VAZQ zYxeb<__x6ufhEjpF10uLT)lzsf`98#-pQ>p*XvmWl*TS`}-M0Gj z+`!ZzXu=IPX*86kIb>JrpuiB9rh(`WJvA;hf2nw_4qFTLMQfkXSb<8EjYsPn()eu2 zTXj5phOaVlsM4x$z|_M>GMud>4Q6*w z=!{Xlxfy{~82p;xJy+5TN~0_9MYX$H3wCO8g`)!0NK%uuhhg)e#9N6bYpi7E{(CY+6Hk^8bKR+G&)L_7iKm3tDzAL!ZclQIHUI6>l;koqTSaIN@H9W@P-Kv8{V13ws<;Wr0%e1SURaV~0Yk?aWQO&3t_zLbp6 zw#T4dy|_!#EKu$Aevtg<{R}e6n|^x&F4pqW$9p%VsH` z`gby0hAcB1!D?$Lpyd*ejwvoaf5A;QwUrg@V1$;8Yvay0eV3S_mR+j*w#hoTVulo7 zc2OmczPF_ZooA|WHEhOs(x5JLwddCwcmhr)Y3{odDK&mYj|9KPQ-7H7qT-sA-xtG@ z;Lexxb#Kg=*6_nj^)kBjK)=)dO=xD^vIem zzW_}_CC^$tVVf_KO-5CRfMY{dB}LYWW^3!68(b^f#w5=y8-FarmKe7gi6&dZVrFB7 zvnNWP5C+bcwSDyd4kUtFmg)RV$#GuI*G~LcQ1LLLg&3# zybib1x4%zDq_Q)elf?Yxp4-nWD3jp^Zkf3`Yin$Hs*06 zqVrKsSk*oCqA2D2x2-_yQs(k{Z_pW$x>o?#_)ryrM}==u+)dH4-!stL6tq4DD^g*2}M9jY+0>_7x|PapvfLrASd3%^79!n{^$m3%5@ z0*}6ypROf;gAgcBkMsJ;G}ExYCMPw`v_T=i*263|SQ>m`N*!QA1}^PieEChcUwSHT z71fk+IO*u9Sf`#&r>O#@I@wTFw0u(q3e3s5MT)H}s4Vs?Rw!BFyhN8T;T^_>NG!;$Nz1Xo(T)g;%a$N2{_Ho!;Sf^q|Yv;bj z!iCkhwasv}XFkfSE`V>E#^;C!h33d{kP+altndjJDZP8t;FjWIB>Uf> z)9;2Qk=WQ=>rmly+3sO7So)hNVnLbRnMDmN=(5xBiq#+Qxv5YgPk$rn_O**n|FM@A zyphcAb8s|+etvBJ{F67-**pLqRYM~jqy!6dZU^riocfVIfT%Of(ObQ=Y9yVqr4uJA zF$2ryb1#;EezsHfq}ThQ%<$U#*ER^u=eSy09~T54`jk6X2xjeO(F!znm5@4i4y%oM z7wVR*rv|4*mMIz?3(>ThY1iwWKX98?v?(VRds3`t5OXDDtX`P`okHw^=K|xOGKH4| z-#9=_G9*pNq8+O0r+sR*%*_>EdzV$PGd(?%8auOJQm5Svdw1sK!uu+6(qor9aI>Uj zrxh^JV5fo}rHLhz;d&j9C4rJ#y#g_XMo(~lQ;%gtcf3l7+*d}ieT0}EVCXJ_~M>IUR|8SwVIS=x6m zDQ)x@&5M(bIHml5c|68*6`Bz`uUB681_*EZqMxL}UU)KC)o_qeExC7bW zIVbts1@A2AN!rn7@4Ib1XHx>kZ!tuV~*qWgbAU=;$ht>b8A{HL}xUi#txTwAK1FQT8mZp@~1OM;uzKM)3Oy?rs<{ES%v<@b|9bICI>*IBL z7w`6dV2x`I`Z4Z`m_h#YVZsa3+5i7RnE3tIfpAPJZ`y-=rf2aGx%wI537NyA*_2Tx zzK=JF>(gBqn_w!k*-;oIMT>Q9by4aaJF42+oT59o&EQC0`N3bJ2LDFK_3w0s!rxQ$ zpU5fUS>mu{SdJS_eER1q9w|)|rTC!Z!s_}AEk>b>vZve0rY=Q zd5P;x>HEBA-D1rTEbGInM~UMj;;trKIrk%UxZAQ6#no*xT{u=q9)EV+1|p1=rWJS7 zLX+Kvkfu?aK+Lp}!0C#Y?9H%_lX4ASy2 z5sH+=IWO#`M!aY#J4CIOO@(IWQtdp+2_Q&5S~g8^2)E~X7!y~=)KI+NGX$IPO($B| zkyrB2UQXJ5*dl6zW~_ql)UlZZ-nWfWFs@O%^~HN{ntB&!@pn%f8cb_yHMPiE??zI1 zjNHB>nP!qfj;tz}((=wjH8)az1LYm!aEZ7fakVvf8WOut$ClkCL#le9<<7cN>6|f; z9(wH=#K6iYre<*8Z`rLs->CwNcSD#{bPhDtAa$wt1JUBK*|Fn!Ot;9fUVG~EYde)& z)_nE(O6!Q%XnKp|3kvKizJH${UQ3@p2a&BM&f{cn?;$)z^1=+feNMw{z6dEX-yL}p z5mY!YJobFIi*g*(jjXE&BgV#YN9p^l^93)Sr$WZ*uHFrb;B3Cu7fml(FMvfabzx>a znA!REMv=w`kI#4-Vv6df^fNgi>bT5j3r7g%5h4+A1-6+=CLkZvsZfkyK|Ig@nt$zlKB|*tacPc8!o;JQiPoKx60N$ z(bmbAjJe}!DEIlX#&=7-lMn?>k$rzkrNGWuyXtPg)+36KBjf#V&7c##UFBxmDq zC(sqn=fRv*-Lp&f=#!@8pIdSu8U{=n9}@q%z`wRU97`?|PZ{O^r%NvffEXg$GGi-3 z6Q*(}05Q3*QZDXbM)!VBHC?U6HsJ!5S15`rr}?6dOg>42O?q)k^rD{NPQ z@l7b@4M%d)jEh(n38)+V?B(*C&TMG_Mw1eaGCb?9Y`>ViDk=aE!uH+1oju#d$fixF z49_)&7@kf)t99*j_!c2z#PcrS|EyS6Pi0@Xn8|;J9iX1PtJa1OxX>2dDR0L8PC9H( zRT|;lWMcIJzV=Ss<0I|o2QuO}zuwAh1n70mJ6e7Gr?0d`=k;iVvR+_xW_R9W#AMG# zfiU!3ax>G{KZeq}j!~}NE{o8MMo)CEY_Ht?_{`7kj{!YF=}>h3-5U?CVN`0z|2TRt z2fhxi6@0>5_J|$5faI?O)sLsXShpc=b*T?#Gk;cdOi}W=x}TkT7Lpv9d$)<6X9ayS zbJLJ@Relc1)s^u+>SR}zh*Iec3|MMMN5a7zeFzGw+)gcHKzs=Ln0`+o@Z|;VAvnnT zAs!UAZej-MiHoIIA+UT5#g1cdk9v9rndf(Td$#o<|0?sJoHuwf57qx~dN1+$k4UBe z6~+QaC@Qjb_>Zuh{(0#ikmB=D4GWTIe}<*tk87V+0{j(J8nbTxh70YJa)sNZ!nsj(YcA_hS~m%#*$2 z6vJ5;MPA4TC$z*;O{eE}L+RAa)CNFMw+^My8;Oy#8a4UD#Mwb-$#kZvYA#a{)VT4`GA8rJ+b&*G23C6)med5OG2>NYv zApYR9)1`fjf=>}{<01+QmP%Jy9jr&@1UK=p zfvC3R6w=f?+kA+TY6=NidygqC1Oqfn@2$_whVgjXn52Wo5}&B5uY$3kUDBk&3+dth`f5=TuuQfs2)onSjP$I%X>a|lLufKiFJ4Vj$u2C)E+;DhD?wNkzj9G}Z$pSK%4bY=b%qb;z4Y13VabsQI@y6Vl zR7zpZr?}67_!;z|6wpW>^k!QuRl=ZjV;8}&^yBF=zqup3gN(EY{zC~@n{XjU2sHa* zK74+N&4HK0-WMbX_C_jl6u@e<$3~G3&n8EOoE-wl$?6Yi`WJ-rxJp$4y{fHJPr2yC z*;BW3_%BR}$EH0HqN?@v^TWNo3M^}E`SVNh!NGxwaDU5*^9JS_-`Hkl)w3=?cv%(gAMKFzo|yf> znpP~P2H%G_bN#?-yLLNj_o(0FEuIYf^TQ|q3qm^08Y@EmR^g=*^QYbX}kbf8+Yr|ws~RuvppuNQTq z-XDC@;UklWr;~YPRpvKIsYHIud~nitYUs%#C{;6=c{GdJsDBt znB`d|K?}g1q}I)-=h<55T@5vU>FJg9IGf*9qt6m!e!KEzM zR&&vSyn>&-HI1(0Mq>f%xF9kXO-W%lZe%=H2{v<0Rkp}Y1GEYd6=r{-SWsc^00Pu) zLa=i5Ug&*u#TWTT@N?|HPZAJwaZyP-y_j{dPYP6y>|a9H#3rvzy!)<@is=e18w&1;_t@I&fOFHE_ z)%$6HcBOjXHheaK5}hWUX4HBV2)e~Ha+~E->4yRJ_3A0`{2Gsk7xz$e`}^kYJ+|Kn zTc~~-)bYGIxA$i9hZ@p8_QxP*|FiQxa3}o5>AdW0ww5Q~UkhAa0J@uHu4O!J1&LMW5%#v!x=UihRHMe_3||GL|nn+&Z@fr#K11@Y? zChSiJkW@fps%>g=S+QzSq3XX{4Ho^?D(Bx|V18Qw7PT6DyT4p&e3JUWD%xm$sg)ks z3It{U6GiAxx)5PzL+$)vX_5wAv%$iO%OhL~@J>`vLX2jEffw{kDKP4ngtDu$R;P3Y_>td{ z@DHrWhON{I-n&2LkX@YL(Z=cNaA9-BmiKG1O^vOqV}y|4C@$95Zqvl;ZctucS?q=Zjpk91#G19uElc6v%9;sy=rDOh*YDW);-Yeb2qSs*z5a zgC`FOq9qssPw(7b#L8~qQ9aZ)B!8kqxLK2*?OhEVZqe{kE|^#VOh-zx8|SxEtgFg7 z;BdoZr#5jr767kDIU z+iN!icp@Dq47Xh?Bq6nFW_$2G59g}(ms_6+pIe8tRVBoB5qgt2_Q(&zgju>G zG@402d`Q_!UMdg$5$EXfww3br23~eprMVaNS%&THsaz7`+DRU1TC>pgErkxyjv;lO z+gN;=nHX7MUR1VCJO%A8Sh3(tw(vFbV9#$A3Qyce@2L5TUOalHHx?OPvqTge=)>7u z3dD-f@y3Q@Rc3C6C8dCAC@cj}S7(=f!NC!DvIU%1nU{BB@}# zg0tGq59o$R--YK*{pMYsv63|LclKH$juneM8VK&@#pad3(NzWseIAOtyk}kJ8Dis3 zdOl8a4K>Nm;-Yp+g2NJTT0m8UmNbf~NxJxTrZr;bnko4c0~djG zcQs~e*-GarfTnWd+Oi*RnU!?x62zD5iWDc2?xxY#^{IJGs|<%fE`s1H4Veb>|7c(F|8?42Ja>4&9DTWA zFs^4#YhT?Whz^R>!XiA&m8E=*3;MNn>jxHr52J8TGynkG>H`@}W_dTH1$=HvKm1m0 zWZ6x3@~-w4@{Gb&(ruC1vg@;d+t?h{DtM_X_=SGSXDpoUB+0mDbNZTY%N+nr&0Ad% z#E2DJV5Sbi^nL9M4H#xtSmcYxK(E{SsR_KTN?ke?Kne;A{8TaaST>o}2Ih*$P4%f^ zO-al9Hbr~a^_}|CZOv(T%~;sgmdb9EY)F?DYK_ro`B3nJ($;Q&9d{BQ^bl4WeQpgZ z16&xz(opidh#{&*bRo8!F6CAfRCokD8_K>mlrQ9qWUD6pObsEkH0qk?#7j2F+A8Aw zO=5Qo0xw=2poK2f+EEPzzLyt*J#EmMBLEWKO{?EAbt-gz?Z#K9)EPO21eG6WkN4vIhzG6w`D=+QQrVZVa{8AR%9lA_0ACyHUE>{3*++iu#s#7;I9lAnBN?QBE!*fy2xdg2q) z!21A42qD1@tA=>VB9l>fs{;a|oH~B=D*yq4e5QZ%GYOIhd$C(`_|}+V;$x>|qN-cb zccvzIL7#gU)J?EZ$T=YHV zXsYCk=B-NQ64=q>DCA=#KnK(O>K|P4p9b!8GoM7UKJTM><6>M)Lc`bkX@SeP+SCgD ztAvmLdS?3lV*Z`%?B6fLg<#7kY6dy(AOc;>$5=vYbN^r<1U$v$@q#%x{DY`_XH9*Q zIxcN4AwLZ#T^m2o&{Uuur=;Hy&fp>kzGgrcj1c^NyRjFjHf)UDX;HcpiS2zV=hE$@ zK_!_q&Me4CjO=(pQIY5b9eZBFD*X87MmPVGQ)K3FPI)l+!@d#LfY?1MZt!kh= za9cxOv~r+$^`iO6^c7z7ZIA@`ex8b{dr;{Y&JI#{F1*ikK*FtOphYZQK`aM_8}8!_Iv<1FT9{y*>h-$UB+zOF(a-F&4@9>3MfNT$Spq39wZsu~a5XF6(Q2Gr6RMaGOsaW+i>A~5^Zl}TQ@)&c% zM#B%RvM?}Di9Nu#X@BII6ysS>>FsKtfK<|M>t_wr&?(ox=mJ|AT-!P_AtcADye!i# zW)JVnipl3e{Lz#UeO;C>nqx%_c1JSNSO-g|I^cGa9$e;Du-=8*|p+G0FVHa4hzKm27xH9al~R3jkV|;-2UPa)Sgb)AY3cP z=4Qig{qpo4qltPzE3Yw5Ndbi5#`GPeQXj&!c~70cR9k2xY%w{ErduVNc!vamtl>9r zcK}5wn7Q&`J1kveO*dr8mBl1P{!$ zyOgpw98zWS;7OdYetv&mvs}wps&{8xsN3E$xwPifaILpjCyuxo!CVl%gyGDPybe?M zeRAkbNFK6ZFqU6N=^oAG9dK$$ zm#MRAlW2j$b@z&XtsbDe{QEVbsP!9IQJ;!A4bQ}$)nxTKeT&dE;<3FC|JNh^8WLmt z8|?6qxe9shoA~Q5>8W%7XqkA+xfev-fkN(kLJhyYZh0gm?Ii_VSR5)fp4~}#OJ@8> zAGlp__~KCEYOX$wN=yoiWCl{q1J$lv$oHE0&%Ir?^+Ka{{@$~InBh&8v}e!pG`a{a z6StC8bbj29QsV5flS{a=W{vJ2Q-gUZ?9XqXvHQywjAr% zRxsme)T@63z-6qAOSc#ADfG{bt5y0pYG|T%t841C4;Do(uHcaM`BG63 zaETu}F3pYXK};Qg>fE+JDw+r$yf`nsC^+;hTG&ka#x8WzT|cnkh)+I^oQ>yZdsGg1 z6T1$Zsg?CJZ-gQ0V9>3kO%|z}f$e>ZK6sLKmp{5Rir1lpz_z)hfkOQzPmpFp~H$bR{!e%DN)W98tO+)LPt}i6y6B6v^;?gy|GIou7{nr?v~16$RKcX|Q=BPvfYg z=cOF#_yf!7os!w6ir*%Onwa&HFufcXa&?p&|!uy*=wce!6H zzTYcOE&o*)G=t|F7kl8R`LAbk4FZ3AJXChK1PUQA3qOUwDjC23#Ar(|mvWt8lqIYZ zz=Y+yF5e&z;L}%BnAKmOJvRWT&-x!8W&ix=|6MOY5~&j3cxxohmqmh+3iWidEoD-^ zTZh|+26vTa4|VT0rtn)(&?_wp$j({5fx!z$r*hLTBo<>Veqe>x5SHyc`;NII2*z&_ z{Gh_fHBco8Ui{`CZpk}sFGXg1F@+D+_aB(r)Xzs3B2{%D54p()$b7e&n|>jRimLAi zj36Qq=D*=?{ze|%Eyl3o4gG)Zjrt8`q`o`y2d?E`0ewK1H3WZ8>=yfu;#Qn(2Ay4x zyTbr5^_a$cIq8o-b>Gh{^D<3ALU*RYp*WFKo%41j3BJh&@FprE-pE*~+*lG)zHMx# z%5NHvfjdJOd0-NEyT%QPXmb|5(l_fk6tzTIB)+NL0X~Bx{5s_nhe^EdIi@U*v*Xr> zh_5N4CjBW;AdTOGaQHhyc6LKYj1`KFBdSU)W%$*yON^!B5AQHpDHyU%sMr zh;HSWFhi99AF#)%7%O^V+2u#L+Su+Cj_wEAs^JpK(*f8!V~mQ%-xf3me1IzZ(yCBQ z9Wq8X4G3iOr~+e?)SKEJ3AA)b#%m~qaGmtD=)!~N3`G%x9!G{Q3}XS`B0bY^?hU>& zylG;VzR@Xs*}iMJh_dBo&CA~4G)>H`B_fmP^UK=nl|6v_VQ#3CZZmad>oO;<=A4>cni|1~(Cav(*zi?#G2jKR zLaTS=!fB$aV^aFQ-d}iC6;%_zrnt>$t*Abfo7I$N zt__54bh*)P67<1RNQ8GE;S-0Etx-`0RkF$SV(^;;JvwIsjZNmB0m~KOj(ew0PG!Tf zO@XO`OeE5M@vZ7Mjd^8K^<1I&1QLhg8eP?sL%GU>?)ORVeNFHTo-ci?kfQIsvHD(a zNX=S&GkVdUX%l&w1wp}*Eobg>Cg$RY@M{FT<&}%4IGl_TAcU8c!xoUd5*%6Mmp8R~ z5NsFOZ>zop0G$V)2gjd)lYorNmAICj8+k+s`|=DN=S5%643{P*C!$$F`uG8rP4oc5 z*)&|CEp&=%sv}IdzI1}yQpM%EkDn9oWZ$IcGbY1616Uy3beMpLsCONiQ)Zp@RT0?M zU|GvjIw^XdSljSSEI8kq5}wE3&fu{xdV&$igXQtDwZEW5aBN_avf}!f@$0w7Fsj|mS#Z6V+htRcQn3iD*e{E(8Y8@R z__j;V1pS#BBO0;85B1Uvg-$FAh`|-cBN~StcL>P(DZFuO5-Y})H2Ll*8!Q&=L)yZm zcZE*R%FNW8A>;~kP4@ZGySNKz#~yf#)V@Si z!HG%3`{8VWKErxj*0UE5yh*{k%wl#*qlP;dbyHtOlZeT4&>?_c4WxWfEu%azU6q92 z3{J8imE1qom_^Kx;)Ay|o?ZCSI9$Lf`uv8C_@3=r9=`*C4j2w~&vV~T^{APBRkh~=vW$M|)e$GY2F%Q~s8|zyFu8V{8dlpLat_M?j zuw9cr`0($YO0e98Z z0kA1f$@XLj5F}b!%c;g%YBr|q5fo>JUIfrAdIf$}g3G;R?pjwmge#Vnpr#Yo;OY^E z0`{4}ULKwe8XgSHpybzk<)Fde#ABPP?Sdh43D$o_zXdPNfBZW7@94MxSEUD8)LW`Y zr@K@3g;a^R_z*tWOpTRC6g)f3WjNlcOLgK9f~D0y#LK7zOefpM4;IB`k(qEL zPth+4<9})VJ6+?(QA~%&gUD211PC#z^ZV+g=rHMMtNe@ZyO|sermOMMyVQ4^%9wRd zq(S;BFQ#o`)nDr%>Sg`sA3o_nP2xS{DW*0I(EWjxJE(hNRz6XL0e@}5G4A#J1tv7K zf3E7S9l!m(kr@ND{rz=5YV)qx&$sq~#s!Rclo?7%zUDK9kp5FS1A=9{pyQe4G9}Zq zV8#2ILl9zGv(-ZdkdQlu3qHSPRlF|s&UuPz+yJI&tkJ|bty&k3pM*Pjzzt82qKccs z|HyDq6kR5D={hmH&0k4a#@Ff&G%^A9zuxDWliPBCgLgv`Y38MGcUzwPn||Fqv!i;< zl4z^NEWWy#_*IaZ@Zn9EKUMr1+MN~K1itL~C>3gzTxJzjzV9@~ai5;REGZ4bV`8cX zlV?Reb6nb+|dyy;XAjlwJ%2$Fa(n4!m+AH1%e6zO?sFmR3^p1>@ z0Bu5vK90n&6IY$Y7tl7;geHPa=aAfF<<%n3P|x+>QAcaq2O=#VV!ODjE9>bF)SyG^ zsCC;e096PVy?!;|#2Y*i1!E~M=ftoU7}228=tv)~l&jn3yhyd+DW2%l?ctwgz4{_> zM+%K~9q-VzT2Hy8Vb}bA5&P}0F84TRIJE3T?g*m<~UJF4jk6#C5C;*#*YIZ3K+ zjZBo7co%%A;$(I5KA7@qJ{b>C7bJl1vbF1}>ZQvPM%2d?Uz36}UgN-t16ADh%T!=& zTHtEIb!afPY_TVwTV++X19%bYs(HABFMHS&>996*9N|SOMW!cE=IFPk^UIu72TfQk zb_xn6OwI0;%(7c+9{m|y`r_XbF9cn&AKh#1+Z^RyJg1S$(YjSVZDWB zBeqT>k&+5<5!Q>wuEZw-Z>4yqoi}%ANLL_%y9uN;Af>_;j1yMJi zo?i#`RSx2qryAdEpmUC{%w~^}RQ8(6f7<7@W_gspdGZ|QG0t7LaMd^9MwY+$8RbN6 z6eYQ->tvG@LJ)_X>WWX+Hm=?Ck`WZZ;Jli-HpvE6&(^H<%mChR{(jq=GSd{eMH8+@ z8c0m+%faD#NotiL*T+uT84OsG8s{lo z;5fbeW;gLfaEcjG0z1x-^KLfmu$nM85m@rNR>d z%b$w64;Z0laGj9!3gHVEWZl$!IW84~p`VyQQl{}>Z7^p+sk}lD)qE`T&@2!^nWyF) z*UGVP>fzw|MDms5I;FouQgQd~z!WMY`QvAQNNm)U9+$VymM1M+T*XJfjP5tzV3Yss zuv)yN4TtD0#ctp!W_rng5Ua6TbTgO>AcglEp4c}t1W(X*%mF+pmkRL-WK5SQ)DJHKeKe2 zSSq<0X;=mt8oxmhozBb)EV}Gi&NK0H-{4X=z~Hi@O_tUb>RYlP_^qDs|M9QOouT^T zB%=e-#N)v)+<_1AQ?wk@OS~W4^$QD7(^q-IIBsR(V;1WRJ${Pd1DT!OS zF4}`EOpZa{u+BdkB2hvRTQM#3R*!J^w}B;4xQ8*|Cn*y12>mx+tRBaZ(4KJy=zcCY1@ep)y5|R zy8YFfguiULRuQ?YM-JXZ-X?_$(&D&#Wqye>SzBWAE>6$5uwF2)SHFyYCqo8U%`FmY z)GugcdKGeoivbAAuE3_FBS;cE@>;pRKG~{cV_Swil&JlrOa(38xVCDTZ8DI$kKr(4U00 z|8=0(pEKQJ!GjtB^@&I)6-V##$gMg7HWfD4yYEi@bF!;F&8tev7!3u5tez7j}&ovl1NBa;)XQXrNzNr;NbVzMzO36)slRWTxMXnDa(bGZHc8V8M&7! zdXheg(H%evXQfco!#F26QF7NclWD6s5)+H4@~$T95b(l~sx#uLsRK+gcqIO241f$p zKEtsxt{xw_+NGC7AB~D^kc&!J-y6I~#FgwIZttW>O$;DRD}H|a>*pfsckx%dVL+5+ zw^>UF*P9{?MeyeV-^(Rg6EGk6=NM4^I#_NY`+idGVx0YE4=w(}_@#$7JzXA>{ykq> z1HA_2Ov>Z`c@^Cl$`JunIY(gNdzBan078gSBZ~$ltA%ots|APf%~u(IV2wKDIW&m= zD5*;W222K0yB!ebDCelk{5+7XxD>i?4?-IKD*Nl;&y%d`f?x_?Tc{B}ybG%o@?rAP zNax6;ylzZVFdq{jd{^HUnMuXXcnfOJ^H&?K5Z_}J zw-UZEJ0&EqJ%WR6N_s^L;5>$yy^$vXV94KASO4v1Y3ao22rX_pFTkF|mB$L{t>9Ua z`R-I?FVV65LX;)G=Zhzwdb!W+L;^>b6)kTX3DeN7NHHZk`F_e$%eW5b*c;^mDssx) zAuLL%c-xBdnpsn6<(Wnamp38f4(Y|}0hjpAEP|ABSrLvZF$N4Lh(u6p*NaSF%X(M1 zlK_RUosiIry)WUlxrU(f_d|IbE(t<9YMN6UGvL$F>cUY%+|^Y)9z{yZ1ZqdBJQME-Z41HJZq=z-;o(BnH@Va1 z)^5Vv82$3jsHKLgL4wYyFidzhf>gq`Rg6HRWP`NOzPm{$O^j3)miyv8thV5Q7q=LzW)EtI+?9m%(rk$b~Q5d;@1rlrkcnISOikhxt8H^uHxL9k+ZyN zycCiX;8oalP$-x7WasIu{0b)Oy>Z&0NnsbkLK!&XR8`*XRKfG~?c&XVtaGb-#|mDb zO2J1`PFqtYM)vEkVCgy^&-qoW>YJUV&|9D0?b{Mm$X1(lPpa5-q{pc5njV3~`ctS0 zNeKOwNVxYMa=w&yTA9NfYUd;Dn~8`v9c{p`!@prIn9ZQ@>|Yj+H$qebQwjGz`(2*~ zWRRxD&~KM#Zf9(4QhdXDjb3gUX#}E zB-Ufckf@c$>OdelEkTj;0RN40i5T#jMslqf?^`j-S9d0|$|dKu+5I@plb@h>hjlc9 z+jJ&wI?d`^Z_$zGHhO|vNyVtc-1P+dQd&73IV$|vn+AM};~HPlX6%MDeRwi%*(mmE zp+48V;P$Xb7Mi-qSFdMhC0i)P!mu<@yg{HVwowy8#|E@(Wa~`Hc9Vp2AD!w7mX}<9 zeu2cura7n0*1pW%O=jvKMe*0-E!##Lo-XNd-j3Jia#rQlW#IUv!+s>5m)cytCQ*zI zIKr`*54-0Y{ute<59dr1cM*i~@F<6`QC0Z!=m^D)LFt}*%ety;MYy<4dc}C4?m#=9 zn}c(EI%A^TNjk>2TWttTdSnU22Dg+D_v^P~!jB%-0QjQ1lU(mP(ehrsNG6uVkwPAT;ua~DwJ)-4ckpJgp0ktlcS&@|g)Y@BA8lm~W{YEVEa^~NcKyK6 zvjG2I)~&PA=eqWc5TP49SLw}fTXSM^*2SkuxVds*Q(}4`bI7-ng#gIupN2O&+8hpmC*Z8g@PG)*X0vScQofHmfhOb3#@EE=~ zA%z#2sms@Ja>Q=1OCf>KYq)EcZsL-LgZ6b6i)&6kK@;VKkit<>Z9g^O)AA5<0Lz|| zX>hMq1Y-IH+WT^xp+IWGagp0cj#41pB#ojxih3v-8w(CQfB=@Q*(RwuIJl>_0hiap z%WDiuQ-lqp&bq)WB zW?<@vnNuh{sPqvw>STLU*l;(r!M)Pw)4bIi()sIRJ^}0VPPcpKGzF0uBHvgtz%z4~ z!|ud*SjvI1v^u1;kTMnZ2;n3R3@3`-j?`Fl+Euzpo1i!8?*iXCkqbGcar5?c9Mm2 z;0vIn8~isQ&`=7_`4>j`w?|O<@Ylqh9L|w152UNWwo;lyKk+>)&X(oXLPl@*1)v0? zgTOO$rIDcQ8`g|>4wmRIeDHA&=~a4lVCsCNOolfBvC=-qb=(#knU_vl&7N;&By6ps zj)^X>sP3y5w@Ch|U`rah$0yH^oh-}z{*^+^9R$k4TtL+m$c#Nn16K|Z2^MGI<0NC_ zxGOumF15Fo$;dRmQ>2R)sEU!*aFHC#g!Tmy^J&m|;Kr@wh^CCBk4Tr!KVVv%q4Obo z5j_zaMe6>VmXGE2`F3*7p(K{|DUj!!k4C`g=B0htw6mw9kk~^u&9kEHTY5R-#J=g%5NENz9bksRU)#++x4jA@#tE~QBJO}vg7p(?7Z#2s-A3+-!8iMw zZjgL@0`1J=6b8*@t8}ACmu!=Da3aKPb7}?nyigXC;v;^Mb9Ms5sT0M#4z3ob z(wgz8o*tFb*NDWyPjAVI5fA(GgdqKi;c~BhJN)tMP zG10_(05WBRA>Oqx(%g|pQ%2mW%|{)hj!(tqo=xU{m3yU?MxM&>fQP}vm}8&t75miF z?1xCh2tmOPKm~=3YFbL_az7{(`<=|h99hs%yPV;5$2-dq3k_SFcWrpHy`ZtwH*(a( z5K?$0HbZjg3+xGZEZLslQ|A8RzdiYF^TMR0<|iapmTG=@*1^R=Y9-LR7xPj53r?~3 zFPiK8{3DjyzX%3Dva3Mk4Gp3 zOqvT?(79bOPXIU6ABiLr8+Tze;$o(}*RBI0h4rR>;di8Dr~3GBCj zb`hUf^kJSTLon2}WFhgy{Vt-0ca(g>d@PDZu4&Hfp+_!skmnv>cdZCXBk5 z+3Kr$)rl9CJCwwldKMuji?K;IZ>0TH+jI?cZa)*0?h4#Vr-;YVqoTiULr*wNL_~*% zU)?ULn=m$QH?k<&Y<3pORy}4Ia*F)W>wyW>i!AXjD3i31Nru${p}U;J4%2tVqYZid zj-(zy;#f$}bPPOw6 zMEA`mnIvMGt72Z4R(+tNwo(iX zAq;aJ?)$_%cjVlb8lJ#X?pUmt^S1=z59X89HNR|VXm~K(}1Pdy{;9;Pu*%lNh1|W-3p41 zkO)tSu(rWcSBaRU`YzD=2EOKJqSP}A8Z%-5AlRFzZyWmMzZ_% zWT65tll4(bQfPh`Q+?lz;=|8~v0Vchj*L7oLx>S)7#jl!xJ(0M<)$JB`q#-`>(j2V z+}x*Mytp|GjoS407$=**0hmfPgi7Xx&jXVw;T(3sQnB~oJJXRT;1SotMf+1AHPgDK zI$%tZ7*I*H2ZC`bp2A+^5Yjz};|z=_GKr6r7!3PD()fTOpZ12$A*UR>r{*h^IL%yL z-KI{jREW4OQRy($N^4>+)r*%en(-c?`(@5)6Ts6F=7Y4#(-=EHQalXsi&N58tnksN z{SP&4(~{CHjO#++{9W#F(s>Og;Lp_$#>k@R{JDn5EaNeMPnCX!mED1q?{}XhWIE~8 z=X2R)8)NouDQlV*XBrEN;XD@9zi`Iy2fvfNFhIdy&Ya0G<#)c(Zz*(+WYec{QI2O-?2SurgKq)thM-i5|M?jbohK?Xf%;w4yyn3IP12tzLde2 z^PG)IfnVol{k&WWSJlS+V~MlzKi?)k9-jPBA-wtLkQmf6B-D0&R((u;`&jnkJ|@yi z+ULi+`~SkiM*Q;=8J$)1$@3bTf@w++4zHPlPyMpZ`QNadR>VK;=I=kwdY~E|F6`CV zaSQa=HyWukLLnqXD{$u+QzDT0=$G&FTZj)chR!knuf%UC+{PKkm;ZGxX`id*xP-U4 zcBhWjYV?Nbsmq~}*+NKQUR~cc#`EMyP8d4rcdv+EjF+X(Sq=6D_=Rfs`RE#E=Udgy zI*W;4zr+T1WnL_Q;49)$w9k;^L3@c+Ub=${l~X!g<@m?vtQu3-Ma=?i)E zzWn%Ho)Uj zh-RS5T*XP4?$d7A_ zIsE+f$HgR@RW9=}{b-F&2U<4g)A(lT&#Gj&uFSWKp7V6iU9&d+)vRAtn_T?(eOB_( z!WjlW7ktx6+-vQ|tb4Y3IC&pn$|ZPF7Gm75I$K-Xtjqq!hJ__EdhEwZyvY1LA%kM? ze!&CqTD45dN zKYq>nVTpe?6!nqBwSl7;)AsYa{Bt}mm)iK*l*=Ltpyu1_tvX_6F}8%-g{D!9*^0sy zK4m`#Ocx9(tC(muE+Fu98OIvrWBE*S!aF`bvoCkZcLgw8doxG_S z)yeLS`jBgtm-+DIMMvo`GyWVwq?}yB)wjy+s?veXTy0^GqCGw>J|#x}7h}{O9?R+m z5r3iD-0{mkr#|QD9SOM1KM<7Xexz1aXS_EFY2YT^+`6JX60tyS_iNb9?^OqZ9-LS1 z;XPlK3w!jI0R30X4dT;JUWFO{D*LN#rU5_N^593ED;ur&)Mo#@tsp;}^1~7a3E79& zz;6E>prWFx<-qqw?~8sKL_YA1HMsf59sJYAhS@*tl=Z_Nl4l>3{+~C_=_c@w+k&%6 zn>bWCDSeB0uj7Pcje|?>E`8g7GT_Y(7GUV@ID|KLniQ~HP}}J(H2~0DnB2)m+|LND z>RiYn#&c=?F|^uDVoAlQezwJ}gIN}9tHsktYriZN?K4{_81+9gaJ+v1Qyu&D&;0+b z)pMmV;p0sb+IzRC9+y;fi_TRv z8Vy-Mk#CJnAw+GW9=k^9()Gg0pn*209k`seWug_m+NC+nSY_4=}s3Lj7hO zV<7m1_Y8ru@~n8?%oo3RQH30CW|~1tXIgtgfivp_!U|s;sE)!46Roa@XQ`C>lM3*e z@y;v*J@t^e#zv7#8j|ujSHfGxzh4?GaT|TF6;ZL$Z8vtd-FW+y4&B|r&h){M)A;b<&REimt4RePR;@XI$Bx(ts_R6zWO(0bbCxK zttZ0jRvbJHlZ6S{lW_f6QYO-w7Q567&Ux@v(~$e5RKtfArKOHsh$9zO|1` zy?%ZPzW&_0F)52UlPVOUT6BVohXdyjr-TQ^rUbvZlU1znZuH~RL;Bp|@mA^g9Q{pb zqs#IW@x7GOmm(L(o@Qk#g|YFyG-ik}5+?L8@iwRt6IdS?e#;ggxdM;4h>I7WqvPE& zG2CgnBKo8@f$)06+i45VTVO}jkat8*==@lgCIph5XlB@XteDptU$DjlRMP8T^_Ug8 zBYJe8Jtnrii?_+p5Z7yl0pSFd?f1_Pcv6??^F#6T#@!fF0u9`b`d%NVMQ< z3zqs@g|q;pqA{r;>Pw<#91k5v#XLEa zhl2`wnOsRq3YYON2iyWV%GL9f_u-uz{UbOs37mp5@vR6h-mhE1Q%%TuM*rP;WOb2t z+~q;jF(|%m0SuR?1745_pzUXXg=VX;iw~4L$#Hk@pOFc!c!WRG57iLpF|)o|M;xtO zpL?6!unod9?CyDs`#Q^!Zl#EKgA%W|n~GNEN3=b_LyHsOLF6dajf+1WQozY||GJWf zuutpVu8SI<6M;0z`#fvCyouq*@YVdNPEI}};YAw40gt}Ka`4d*N7#)u46>9bP}BKY zowd3!*>a%;4sdCZ!R%Jwf5}zKSc;+#xb9}-?(y~3bHof<`~$x`;nq>J|LLctUS7g* z??YO4#M*p$9A}UIbxOlA30-BhCPaXPKM5xJ=HkX{4@w<;54r*reSBeik45%6x^Ws< zj{PpVgCPo!*dUsWYGo%%u3w*Bl5Wkac{n-ZUM1k6IhVXm^*s6Iw2lB`$^)9vx>{j4 zMJuV7sX148qNhl@70{$=ae_9?e2*_B5VVmTYp>x!5=U_xhHpxTohauNkieek$R8Jw zZ;DQHkBqEN6Q+MN8$URjZ5F1>nTX{&>Dn=s86i%7rNLw0bh8^hN+TD)zA|)OF%6fq zJaJ(D{g$qG_tGx+L%!sAPodWomb<A7Av`dmGRYaUCAHui1jdekEzJ$SU`^L#R~_K0(F!x**%GM%ybBO*qh|c ztInM@>Pin8YA=u-OV??@Ov24LI8 zLvu@+WTEF1^M%{QsYRkjB^8HOW%75Porg^p7F(93UAT}Eln9KiQfVdKgLT{wMY*BJ z#-yG+dF`idR#qP=QCynh;@2`@XvWJ8y!8URhYEY^dduf=$?I;@9|u49jzP;He=@zn z< zvd`;C@b3x|2w2H$jAjJlPbeqboI6GQK|`5Bjf@{M%yq<4q!`Oxv+>^)BMrofz~kylAha0t8{b6nx8r}|o?v2- z4c!;?n6!K*vr2pkSiXQBdwU*>C3K!`*DY-?f9Cl_ZN(S2N#d+2qaJ-@Z)Bd6;wqVZ zPu1yTIT`xirO!vR`X}=VwgOvz96a6R;jgxM%KjlSl&5It)H1vxUx}XYy4RuyQZNYK{=y2x<_d^*OWl5^0l|5HIQ9q&_0N_RV-mL z(C+ctSN$H7O+Jho@b~grakd}72E6dOug>&Md1Sof^NtmMN1};WTc1RMP z^yEZ-v!XRAYpuEsX8HW!p5~6^MQq!)n|$TUfO4N8KPL}5PkMNw!0wciAOy)AH@AF4 zB65ZQFg5D8{uDF)yui;UI<=L~eZ#_F89bP>uy0sZWsg`!bpEiqp3IM)itfaI5P%() z9F9*0T77-H`ddj0M|EXoAeQi#bTB`i_CLe};7VBImJiEV=PCUUdu!cv}FJx&YuG1461das6zr``5SV*{og?lPHN zX~tagyAETk?U+0V@V4#!?C*IF3_%g(cZfk(t`l;QJ5N`OwA2}mm5%Gnht@r}$<)i1 zj^l)n)#&_}7U}BEo#gL%Oh5z#Vb6b>;IC0Cb`2aok=znZO#=-5?8RT5pAc_-f05}; zulY%Sq?n*YEDq%qMhk;9@CY8_H$x+G*Ce;3IJx9W+jb$Sv=YrNC>kcenLI}|$HXTy z7Dff*V6G%mCi){;z^@h?mA*-xyd9`N<5Byc+f)(|KHbXV6`!vGc~Ca~v!lOyCa2=O zn9$g(Ur^g*_^Th~krIugEM&CkAUcK&Z+j&bG*{_G`v-8v8=r}B5$fB8S#`tr)*}F) zZ*8$y*FTqX?FuVcp~JN^+H0txl^_Pfurchd|DAIlX4*449C?It_%Fh{C9e#4N`?Q5 zg048v4tfE}NnwA45W8D~$*#FEhyUzMSYj*1U{AO4?tj$E!TCcp=U-IQfKY@qtPtat-ew*EivfvG2YuKdG+{>cGWt)w~ABDkO!q&YtnM@ zQP!RO6zSQVXqM#)kMNsq*8PReh^CVjExv~uPWwZNkE*~xhe_;XP{FDUG<;`opk!6iHKG97#8Qec* zPzE=u&m3}bejIKNMDU|sb%wJNVbzU4Y2G*Ven{ct%~HVb&B* zteaTUEa3$jwc_#8$u?)kdQaN$ef`|NH7@@6ZO&(X(Tb8Mbr5m-=cXCbBD(6(#(FY_ z7<`o{+|HgL3qAF%RV*xrmx4wXJ{J-MD|1Ng*RG|CEgnp1uh5ISo>-V9t=I_!O?*?M zTY>m};mt%|O^W^kn0+c&R{`CE26)_(YcXXq9P0)4t5-J)EXQtT=iIQZzK1-c8Sa*Z zOQxirWi8groE;qn!l=4EXf46u%%Kxr!&dOaHp`0Z!lN{^GYy~8*&GFXmqiT;@$zUi zUb3lSdEriPYj5)vxRMsST@BegVL*>kdC-JYj_T`On@KPg_fwJ`k5r>&R_=oj`7e-*5V~?YrXZUGIZF6&gr)Zu>+{YmV8NE_;ok z-~3Jl`tz7r^`wU1Dv5@_z5xhMZ9KTtq0oE?9u1{=rc8z6hqF@iAuTs6N|ZshNDVxV z;W0I#=U>1)`IlcWwt6o|##BQL;}1JdasBg}wv$H})2*-)M2##SejU$#xG>X)@x(Ch z+y9Z%7jxL;xs!P0_-l;`aUUzE1tv1_)v4qHZqY;~JQG|NJT29awYOhu53cdH&zHl# zj+-cK%zfqc*@i!^ozgu!ZjVj_+?vdL1*kaw>#MA$O{-n8l&?V*%kVMlQq>R`3#4_f zg3+?e{N2csZPch8+rqP9k=jfLf^{)Ay{MSz-@-!vbZP%3I0OKMJ8*VRcb^)p^R^ky zM^waoEP4%oSWXL8`)L;C5kBS2E|L3crLHFV&n&FONx zLjbByzEvJl$`v*+S>&2@`e|NMz<~j}b(WLeIy*jPG^sbcT8d9!a0Y!aD?%NMUpnJ zk2RJ5J&@z0uVi({^nG6m!wU6g8T1rFApQ`-h+c%|-@iuMOr_J!7<+(;UlPi{^Ur!f zf!T;8-#Q3Bn!>{?&aFwVV;I<$MZ(~p$+~Yeot-<9H1a5Yl0N%WDF^H9D8?-v47KAB zJH9?J6K=ac=YWp^+_AX%KA0=+ali^ z$HU==t-)`6<0WNb4W5NO6P@&8i&L)58b_sv<3DZyvFCZ)ytB@e7R(ll{q!<*r+Y#^ z8Dnd&$XZcn*3M=xMNN(8e0i|7B-O837~i~Q2Wf^SWeMB>&3ZZ%$PjM^Ce~6tFmd2? zCPT79H?Hw;R`ro<|1l^||1_3K5a!17^L*=5i{==rU*NKYz7Y@8$SjVnr$`f?b*)?< ztDccmycAvW@S~L&f9ZsWudBp+-SU1SN9gOL-Uvu)eF2*rz#%%TUnPp+VD6=+gAYC= z+WS^d+~a@V%!Ye9nwI75Xtq~7@PTn+8S(dKiOC_GCLS*h3xYv7O6$V(FJ*^7$XzGR z9g{ax%^5&8tA-H~uhwfMiKAf)qG>if9l>dgDj8SNE0?5(uN7e;*d_vh+`c+LEI4VV ztPy{-_f~icooc3j9Cj+Vi9ZH?^wCH-b#thJ2X`J zpn7s>een+O>nw%Hby}t{Y8wY_4Z%Ean`-$0rKd5L-N zH|~+WBfBFN?3_#QGq5l_pYIds>E@Q%C?KTAY%*t%+~OwJ&t6fS1cVLoK6FgZRZCp& zEtD)w*BSFIX47P6_1x3TAL%x#LqCc<=xe=UFYXvX3&6(TPy%Ch~Jho zS(}c1I_*?>ozKk&;CzB0F>~I$Iup;R?y~2~9y*3knFr@$O$4cni2w*oQ!}a-So5fd zhg_eLk|7SOFeizpQEBiI>9KNSJn`uT7N$o9n-`*`C4$LFnvHVTP&g$zHcU1#rID3C zHkR2ohkdwUQ|StcCgk*{o$F6bmtfJ&5|svc_B`G ziyBJTxE_0FdVkt3M^MtmhL&p%)xrb>3L0J{g7PS#v8NiW*h@FsDldTKMod!+ioirr z7#Mp$KRrOsBI`Eg*ddxliU@S&J4xq+b6bJLZ`rB_`78w|%AGJk}F@zKDmoNzu?E+W%} zhe`6N3Ky3)Bp1GWOch;@3KWN{guad`yM4E`{PJjVg!RHR?Kx846zr~&1EPIa7+_Om zd}G^%JH9@KLvur}nPZEa#JAItO)!~yw*#sx-nF`V^s4^n&X$yXGx@t-~?O%;`C z*-oZfUInPQ1h=@_7xsG2-^C7HMVKFW=8s^rYJm8&FoAW0VKmxb$6h0fRgz3RZ6W5N zWlO}$8UrB-tarTLm2Z@L&^7heA-m}+>gx68^x)P+J)k^%N?}F3+ja+ZqD;`@nDC;? zd7H)?D}ku4c=S_hw|0TLH)+BBF3Ik+@qq#RmQxvP)gM>h*J(NF+Y2B8_n(6zC~3mr z7MjXWRtu7asYIZOICp-^)?$|8xcI3T#86*QS-CN{ z-R#H_0v|M3LbrO;)=eDyiZ2p^_^lX?c0Pc@{^nAnzPr@n?I`sYNUu#NL{Q!^IZ>T? zY2(Y$*<_i*6;Smg`^LE=P?m%GkqUOWA z>BQjVWk3^85wm6w1CP*ZAtogUMPo=Gu2(;s9i>+tu&ig~i-u|HxCHx+O|SHUL4b+~ zvSt|pvo@tGlt+N6~?~7v|)+sgKQSOX#vU?yKT84uYtj8|N;jkdKVKbhpEzeBD zAXhiT(o37Gsv@i9z)<%j({4pxL@8s7!TSs;GRBbc&~?+OA15H0vtOV~vsy)|&cvf0 z7}p)|l9-nTH%lZeSAXA9%D;Q`FLNv+|g zzPUis#{7-Cx)t<_T=3bIk7J)o6OjmYL&|`U1x1ovb-S}W3Z1(Zg|2~>vhuK(n{v{3 z7E|iaGv#BxVNsynPi)U8QDaYKYt7t}DyEu4RxQz<+H=dV3*ROl%xGDRX)4%o*<3}} zpzh)*UE*Lg(rK=Jo%X0M(gW=yFv%3#K*jE^qG4)DZ1RyS{26yYL6i5T&fz1#U>Uypz5%-LZ1eoA|7}0WFR#P`1EG_wsg2*Lj4SK?x}9`{UBA{!qHbdfy#Wv z@4{Nfp0j2}?MZO#UX!oQp%c&8rU^XC69JYVxEZaFA!xC#X^w_sSTP>1VkmANS66%P zZPvS)Q%JyNN~Q#(a^~V1jrzKUHrX4lW9;Ic@g?SBGMs^I{U)w>j@Ivj6UN1hGyPv=Iry{bNA^Q8{U`*_E0FrL?7e5k*sT?g@J zC;b86u=GUewuRw65u|BP$Xt&`ifyws7|t%<`EB1R1(O)jVsN7p#BavJ?Ed`=^%>(? zm#zMCkuQGX#T|!5hO+I#gLhQ_nvV;3xN%?9?9gy*fgStn|Nh#tpT0SSy09r=8)cZ zy#+;znvW}&b=-30b2C@#H(_;kQgP$u>+yH%n@N|18_vNOVN$(CmK@3;X;Mw98xnkQxkDt!vPddmskrZz7ir;Gv5{BkJY zQgCpz^Q_he>*}HN@U?;Y#y4r2%ls+n>PZCZ*5r3AqAffPmJZvHEx2`o1!+}igsNX3 z)`{puO?ai-88>8R5E(65q8oQ*uSq9~HVw)IJX7yg0LU0vNhgVF~Xp7lBdJqFc>3&=g$``a@ z02MJv8aNJX=oxt`;yxXuHnW6I-nwsS7JJFQL6Fh7IOt|eL*Rn_GXbXDx>P6}KwYSK^3?1ekl%A3qK;2sv9ZMP7uoAXM49XfL z;s$;Sqm+(!SGx38U$I52WfS6VJ3lc&2Y7Th0F!1bOtdi41s~QDe?37iyOzwXI^ATB z*|uZu5F+$EwR_2P)xkq^RBKIxaBH;+{Vq{arWaVRr?uG%`f{))$Tseq;TO4Ne*!P( zQD&Th?OZTy>vQsHU>^P3rD7^G0{6{|tg`*J5h5Fhg&{;7T*2dhhH92(Muz@2g@2m_ z{vjjB`qy-|_50dA3$u2w=~3kYc3A_|Cq>(YDd;sUSX!Kzf#5@{93XzaZO2l zM4l}dI5)pZ~65cSu|g2$Dvc&E_%EZ=zSND; zCX%y|TfUy^DG)Pmnst%k#w6qS^{fA0Zc6s*x1E*cM2Sx~L zNqu`u9!I+S_PKP0x9Y^!9^Ajz#FT8W(p@*cl`jV@qP4)C-sFavYuR3G{tP|I7oGN7 zzUUnm<1!mfsnX^D&Mf$U16x3gXZb+S%2f@vV^c@F@Cb;#K0eu+yJEb5bZ|6UWPqZ4 zbz_OM9*)nX^?)#L4+KYAlZL-ywFdyzgt3M-dc7^P*IU3>CHSFbd%Igzjy2VIb8n?D z@5z*10~V;*+lGgy!aZnC9b@IES*!CKmLvg@Nl{y2ZqGR5Bkni0yLrFgzu-unrx>fB zhx9Z}(I`J1iVbDFI>O{lBKV-JN4LaTf1}1LjcnzTc7|=Tsi&TGl@Q>Oj0=*^OW|a#U>f2|Y@W37HUv%U?NyqxkA;Jn)LM1R#-1{WxDNggK(q?H8plq&d(!VHh^t>`Ke}#GjA!c5xQ-XTsTD)Bs zGUj%ln`wxSL_lqRIU>^V7El{sLbN#@SIg_ku96Y3&q5GW5GTMijzY?^)sjQD?%ks z9vOdVaLZWnP3P`D!xuDt!%rz9BSWL!*r}Q&+exlKh*ffVxzP;kSYPYq&GR<4&unP2 z1uYNPo}78C6FE2CDxw(6Zy49KuVi-F2*_N6F>-jmm_UGL>Px#9A7#X+(mHu>``Wuv zOo!BRhvN2dYDhAqwhmxXbYAP(3iUN`l0-DqjlYm=zMcc5hgVFbf})0_hhIDIDz zMaU-DecgIir?F&~ADa|`;f0(}h<^VHBj)c_`VH$rvu5~P6W15XMEjrcn=?eMY&8Wi zX?9NxE7Oe%1^dzN){<97^rknx-a&{wcS);v-tYS%#SZ|IqADRTzHFwSdwa<)?w9Si_^%^(QT{7AQ%)G8RH{o29Q2|@q7n_tcKiIZ(rJauT+ z+KFKVu~()w4?81H7Rv zS0}pwRFrLMOmAcxy$$)PHv(qf4}ADw;|Yb|v;GGJ3-<0Jm}Y9MqIzc*)ET8D`${%m z4wFaTfc_EA?s3nYKfr8j56vsJ{*Yw>2r5yfptiAey#a~-zqor3pr-nM-xm;s&;+DP z5hM{pQxT9ZRY;H)Ad~=tfYgNEMUmbOA)z;c&;tk|G*RgtqzeS3BOoX$qM|-G&wkJ2 z^Sj%&g?U*32U7SH9oR&yKzGZs+&odhwN~_CLesncVhfw+WQT zgd`(@{`Y)ZzTe~BR#FO*LMfsKSQF;ADB<9D`;BR;!0O|V5ox}Es?4JQt`ERT19KH) z^3LgPhz(ooH3RQ3%|YSS$MknPhfC#kac0DhFZ&)e7wK9=(?uUWog+hE5l(qhz`~!j z9`!Q_=jQwN%AqUZSRgvTa@9GX`cC!dQ6AlQpN!uc0K66{6zUhTq?4K|JQwjcwb06cf`rP53bA#l;EE9F*}Mze?z?I0)kE&AZ^d)ZD!* zqhc%@?*hUWq*dYBv<-{>q$&iSNsNcyMPb=3^O#kho!%b0Z*tK5Nu)T|K?t!oQnXAYRRp zHo6>?fQ@6VHqOFTbk{d%Ib+ln)~tqvE8OXzRFU{IA1|j$D@@BCvwXP^=N!(yYnFm- z=?-i$TLv}Y^NDElb!;t{|IlSZKymFGIm5!!0P~R!Xy()i=(RVkjLI|Nw;DE#MypK2 za6mt-i03AMaMjPKm3PGcr1Rcra$G7=ghqnxgR>&G80ZLW;7U0rJh+zZA}%3ja64XM z>N9_SmF-!CNXziJ1 ztE1Jg)tz-RX43vMKby+KiChN9EKZoG}I#4Zgy_n{<2~Cv>lR##m>j zW`@A)qh|z)0xXMyAufPh^w0ExQK6I}KPSIwZ+|T$;tBEsBd*n;5}GUScSXC!4cjkm zRGU>J_MvkdMiqVwuk%qZj&344PqcI0)pCp6QVxa%-|DpLPm^5v6Npzw1VGaI5i@Hz zP73bRV31Keypf2F%w-w*%`E$CVR1u`Y~lZkC%9R9y)QJXP+0&c4N^54W zx2WVG!xQ;h;u}$jP z$-l1RH^oj;d@@YiP%U8cTxUh?q55H-Y`(8at_0#`Ur)@zkQKRBvOec%Za{P3|NhBF ztU$zH=(>Wx79HUKYbAXMX{bHq;fbKBn+dCfnL)7#^( zgH98-vn1YBfxytx^Z#=f_5Wfi;bySjLNa&&RVf)~qOFJ8EZbm&7%yL>{&4K~i>TdH zt~Z^kPMV9G_luhb`}Wb{@x$)CFpMUUPDlqGhHG_II0i}Zn$U(M)b~s-L=Z`*hOLX{ zxEO+PWLYIxjJ}(J_98Xad_^aLbNNQ&QepG#H6Gsxn!&qzy4^4~tKf%>0(AgQ%ky*w z5D4Q-fbfargiL{>f4lKB8D-}sUgA>ym%${5M*L7jpNz^<)JaS+t2lp?Vlh{ixtI=)S&vOLpw1|or1A&M7 zOroOn**k-uD(!goQhidL=DOWlF_R%^z8MWxPCHDFTD zk1A@i+3J*7aBI=VeuEW+sX8mPFeXSyz%;~wH2(9CG|h+xxrfabkA`6Sq|tOWk1HIu zj=jJ}TnO}r`a0~KRKHrdF6_>nUy(flJySFIIIx*45M@5{j@Z2c(kvC6r7h0lCm$kA zw^J}m@Rdsg9Cm14&obpj8{g$(?>=!KNjk_G1p+cK)ZLskMzH zjxq%W?hh0RA{h+X`f0&F<0k9YbVqkNC`0y}bMsJ}PV{Ba@McAMqxon&Bj$v?JMIn4 zsS%T<=4T54+j|V3T1s+Pk(P)hW0Q=j@&g;o_1@^INAYRzo@`-g8fn_2le(xLSxTm2 zX8mol{79PF&9aqy<_T|oGAV6ER?R~Q)t_y}PwowiQe&j$!daR#$k>?6QUP-3pOw{6 z@^27e;<4KiBQxq#jm*LBsi%9;9%@psC?KLH+z)ibBumyd%_NGdf+E*7t)M=y$CYF9 zPFzOkYO(-JOVW^MT`1|XV6GrJ*~-a$GrBae(GG_#6yiyTDrHTR$|Xw(uA^iN(juDuMH|m9#Na;+*oRHB5>g8w-yhS z?+LEo`GYDqh^d~S89v9zW-tu3K2G)(2TgV;(J5m-_cagA-zaobyRf~;F3VJ@wehSh z65R|e+d|No%|~$*+CD0gOUpwhNR=8dOpWp|P4ctl0n*llaU_Kk#zA^f`b*LA1|nCF zZ-_ZD;OJi9yV>mIIqr*C2((ozomhhyW<%I&amt@j$@ zQ=k4!z+c%@-TRX7W;AFj^z4HFO}FyzQ;)s}txsDfkY+*Ss&RtoSSp1WQu$PI z=#Ek#g^6@?MG#w(MlGf&@Qr!Ki~oQW+LD0LE??svO^uQ4aP}I0EVHw~KDhengoPF- z(fFmUL7}Iv#5{+(YM%sV7k(i!j>cAbXlT2^5&+P&RfUiH^{&masWs**@dm#A_oNL6 z+_T5qPiu^Vi?3p{Zisobh@s4y5s_Ult-z-6R83?Ds0XkEK^A{X2#mjA!vSAEyGam^ zZmXb%@bQPHRe!uy*(9TzjvW&~OzXY{tkwFW*|?1@{mJO?+K~3Qm#ZwkUg#cE|A0(U z1IxCK4`_xly(8|Ya?!Ib)o5rZ@pJp&&c{?9(|Ar2Oi{L;#1>8x^2rLSzw z{T9F!3^xg7u4KEesRXSPvsth$U=(FF!h9YaHSjD&ls!X_^l3H|+`RA&C9z>2^O3*} zE>OkcyF1bed3>zRIB*MJ2-Sv+h^{2kf#U{9BRWb?D(V&sozS;0V_U(RI&N`R1B-VJXrMf+sC@l-7J<9mo5j0Oc@Bthr+E}IaFP}}=J(Sj z_ZQYY82&9oVh6CJEDSbt!V~e>jkz^p%za)lr5*bM!g<9y+nG}cI*xPS@fdHQ?V|06 z!O$cKI@6SGe!X!{FmyOiNb-m;Vyw;}pmDHEWsVJ>K2p=B_4p>wW3Jo)J3UmmNe{8^ z^M>ylIkwrjePgrLCa&CPqc^tjQV~E>tV+9*-ITjkYNZ)*Rk~5$oj8!eHIQ<$Lp+6E zbB#r}4Ei>d*wE>NY0=a>CLI)3DU2_XZ-Ju_nQ#Ck4A`1LP15Hes*$zo8~o;+jqIF>(9qUB~;k=f94bsCf zTDbWFcW;hV$6_-*Ro7l;SKz;J-TJXtdmm=xK2KA#vEsW}ywO>jXo>Eiuh}>3I{mr47 z)Z+Gi4JCNA1$MPEDXU%e6uBp_JYE@WQgvd(%OjJJP#po*PCd(j)MdtA@pM)$!KK7< zU0{JMFgNZ?w|{c;J?4~)6{lH`ln@c^_5p0I($2r0X#Ud|9oUi`D1vNVjKUBpXmNoA z(H^VL@;5%A$!A)+D)GH7ZlRLxo-g%m1f<2j`mSOpnf&;v?~Q;Wm($BXv$sgmu5~VC5s@okzYV-pd!_(rCNiF@ z#e-`CllIv`$kpd4spKsaa%x%jWt-m>@6RJV9ILK_p)=($1KvY86k*SK2t((uZgNPL z?0aO_n_p&2IINzy+U$p3M+|ekb0}NWJH%RWmN@}spWknzYg_7UE>%_WiHr8u@N+O5 z66B);X&U(-o_%Fxq{KXrEBxu&sU2jOyYJnq>#obH#sL-7VxU5sV>A>geAoylKSDd< z8tUZ6JIAM$ge-1b1E#=l0=lG@yGJ=JV)0J_(qUUJ2Kt*}+wU`LMktw{Jz@L650lMw zmR4)V`jyjj0pAp913*apMTpjXEM9*xBIwnmRC{4hgs^^cpl#Cdmwk8EnC$*;CkxNtd2GTf1-7R zz#>iuHhR(<8Ohpxi|#BYP&(mGIDw0D#M8-!z1Pa%pB(lxKF5TiQM(sq+~tIVNLW|gV=N9U{M{I4CSj-tO!uppT*d__Ik@N!h10%o zv{Pti0+4M6;fw6_l~J6s3}XB`Onn)~TA`B9o>r9vS=4w)E5Mvo1u>kNh0v+DNJfNV zr8wc~Q(N3%H4!PRo!eufJh#GT4lfWFNQr62efn_1=p3G1-26Mvp)CFn3w0!e8e}O;^!){ovf~X;(9w zY=hmPVSA;tfp=D>}-|DNxdatTc4!OHrSH=`x zZml~hcJ2BoXUoin&eKfu3xNMc+IIO&8QR`Sp>Gyf~P226B`Aktk|wGq)HTKR+65F#w>K z^dd+Sv_2Rp6<116c9gk(&#gUQITq~wm`!8lt!MjA9QB9IH}0CrJ;&;^q-9+P_l|aD z?q0qdOwRWfY+d=%PTg(L-MEqUM}DTlt>d~k=MSp#IPOxWZphp% zQ(P){QXxZc?eK#PYs)GU8ZgD_FK*-M=*Hx};GY|I*gM)C+(-B`%l7aDTbaP@F#41S zDMx8Dvd~2XC44^G!l^Vc>A=*b=~d}4QLE(!$9V$1P^d3DiyNyf#NeIKEM3|rF=!OZ zd|_c%GtcJp^2g<{7IN9=j(j;gvFFk?2!^+ylY+G&cL-qR3`z>j1WOYHsZKY1Td1|m zdwO|Jrs=@afO7~On2=BBZ8L{g*qhp?KvDE@-*YkZ8GN(2My=p5z zQj3JY=%@{xzrHwd`;+Ok+ENpu^^w)#4wLI=i~IV?#Fg z`ca@mvIrhhFR=Xy?%~BB7K6jGy zQJLX`bIfHf%|vc<{HIL}J34eHOv!(XPsM&|!|++pJ+5xs4$t%)Y1zy!OhvwdgB+Y# zc3=}}YN}5^Kp8x4VM@5m??0h}YHRlKaA@IoL^7hC!2n@R91$I|+Yi_?Q55AoPpqyz2=t7lc_Y1z|4?qr z%zP$qvFbK+fyaxq*|ASO+qP*aMZ;wNv* z>!2D<(vpnXa%&&T%{_*cAsD;C6lh>$qI^UYuUtcD0)TXxxbw~()oU{Q96G2}30lll z`in650<~c)D}5b=Pl%3=Ip2B2M6%~e-)_J6E!T4Hub`jNi9O>%sQsnFkiD_+sYmwL z?hYg@PO`^kYmpJv2KoRxPg59H;{%QZ@&RKQ{x2YhXypcvegfRn=|UR+m)4(xWld_% zN?g4M{Lp-%e*J!}?pvWWb?r}E!nE6Q3gt`CSCyAMoI#^ej9*rnA3pH6Zm!q1mFH@g zC@cthx`dsQb$SD8{ru?BnE3h!Yt0X09&G}Sf)*gpV@cv-vn*X(M=wHI*rz+YbHwW? zIY+cDM3UBjfH2WvkDAJpGFw{ud2}y%5h+1fl&%;)zW7tuhXRW%C|SH;PZ?i0V|nh= zzWttjQN>Sdcf3W1F7cZ^g-KXhcX4N$h%m92$0`9$Aau)fG zG_)ot+5KZD1)^+fdvl_~jZ`E#^YECf=f`)uTTP$;pep%~IAZ88EsjU3sJ4xkX=2#p z1%3g_E{6kuP`$AG`D9VG3HER%_~NJiwzo?yWOjc4>gJxx<8Q~WOuzpw@r3USa(Ozk2SI1(LH5rnpuPuJ`1@-Fs}Rr1PrjkNzctr* z28pS-cU<)N(@Kd)eaw5a)%Ie0x>+(9yYdH>^w=L%3Qxbt|HMV%?i@guw{E-`@qaj0 z;Q@aS?)-(w`-N0F=i-33JcYG{8ovKXe)GwF5!W&7{Vv56gi+yH1M>7xOFdQ4dvRDv#0vUp@ zgkl4_j&)k}+sN99x#Y7p$&;8G+cHSRd`O=rGuBstS{g+st{OF@NYA}*(Jwu>GWwd8 zN3@-Fstn9X%fV=lqnKIPG$B+`48rW@{1a89`=8Q=U)V|W0Ja9l72<2Ve17$2O~y8~ zn42>?i+{AyH=z{>mcPM52?&>1r|F@cKJMki$(ffgX(h#iJwRZW1rdn)`IIP&{7v+k z$@k`hay=h&AA}Pamc_#Bv?HW4E{2AR2bA8OiCi3lQnDV!E&E3Kz9dD5XFq!BO?!b$ zn-Q^{dm6s)pZ<((Gb#^P_3|ZA#g5Hq-^$Rs7Gm-*E`M9ZcG=%#(F312NfP5Gt=sjM+6lnJ5~I zq&Z4-`a0+&)>fNGR>r#9w4Xl}fY};AwG9@UXX81sUS3s*G_ots@1l9?RRM%Y&NWsd zN5zs|JJga-0*1k1Z*cE9pi;elF`Jc(uHI)e^>Y$qAVb_Qbf$&o!#c;s zaKP(~WibgAKjb9R?xHCf^$fWzs~V(;@NJ5*qr^Bn$+KxzA9m2UdS=hwe%lapH3wy! z!LsSw)UB-vT|W-i)Q%m=R4gr$@i|g65iD|RhdlCdhi!~K7LvR&BCeC^tQ@y+zgD3H zTjQ5TW3li19&&pM6x?w<#nol%Z2Kf2=)<6;UMPeC(UUD9VPM+NdaX;~+sByTnZj4G zq?sFU6t~n%dIq#viFCccl zoVIu&srVE6B#sbwH%w^{nUR~uTw?+gVd7+iY9iz=j|dgz_6C(T@&s$8gCu2GR|zaN z>E85h`|48Xzu$@pVm9x6y3FpK$ms1XeLLX^ByK&bCl$@9m{O^@<4eZASAkzm#bioy zO{w+os-Fa=Dx1H3*H0rSDoBDY1f9esAv~V?Ys;IRV}H_|Fpg(1K(Pr34lb6M=I5t?6?deD z@35-h@x_zyQNtz+5G{oY5uM6Il@@`>LLFv5U|jJ1(|gbE%ic6u_OrD6bdY=WVeqGR z;E+vF{?r!Ym?FqGzx%(>BIGiBroOWCtY)%!g`*W8qj9^clM;Q`dk$vZm9A?SjBYcX z-)bALqR`aP~L_Kx<*ZM+P;gk*YKV7sqVfGfd@6v?2Fyc z;7CXaTJte;3vDHT*KnM_L8m9$q0h*)Z=^7f$~{(X)5t>w1t6sYoCHXJ1V&EG+Q^C zmBzR3uWDI(Lw#`9E0#cn8Jyry%8dDy93u!QUg0#xl~3{H)#ANlw}N|yV;u%21aAD| z!qsIP>@V{nR!&Z!s7NU`s`mUoZuR+86yc1a+Id@Yz3MFsz;;W+gxVmwAx70W5{Qqx zmKJK(w!Z_(*|QD_<#x?_7^ahk6=-X$&a@*I@$3Dc zBeoZp+?qS-KB3yaz?i1(e2pP1OR24+I0}@8!55sFt!{(eDkfGD_IVxt6Woh@v?5Z?z4;vTEL}ZpOy{oaPs%*NXcW*B4 zvF{}X>^8mM{_ex?SMcf&DWN8XKoo$rI39S~b258c zT>&5a%iS_ZsK1^^nd1w?B~s?{{SP{w4Q@i;m!F@#nSX32k@dS_xTNkRt^441%iQcN z9;xlV4SQG}Q}KNeu2jS->tjYfTtMUcrhF~fW$-%=F6iI>LXqtICw zhLhrDYtOV4z02fNmj{C^?v#)!K-#3L6Kf1-OhBQs$>9oz(UxKyrfkP;MdADO zi{baR?_rlpbkiioedm!i?rj{A$iercp~M;y92nFqLVJ9`v^55-m0PrcvDOCNDn<=% zo}Ki&orOTZMw@58*4Fn=!I<2LvUgN`Nmcu4*yo{5_fBZ^{i(@!W4eJ=O|~9TXLTEL zWKS{`+v3DAw9P43W6xArTCR3?!W{gbd;sszO;XLv&l0+e@Scz=;ZL{{6IDEwglXdY zAy|shq>3JS^u{98R_8ju!B_?;@_FG*z#tj{1FCkTr*hJWwTEeI0$Q(xON->aSYSB1 z8nL0~7SHUF*lT8LnJyJ>B8KfD+G2dXHcO_WFEa|QYu{UjJ%K*mJrx+@$wrq!4CX8N zF*Zo!9%y$47r@eHCZ6N0N(n;!yk^5xW1Dhrc>B@o%>Csdl*~T2Dk7}7w77%MbRl$O zib*5uj7P*v^r0X21n8%JlGq-1FLUNQhP5P}4!$*^m*UnY;LM#`95Y5I16IVQU2eaR>L?H5=vq62YfZTL_UsqH@>m z@-Jue5%mge5DClpI9W7AEZY-XJO0KmcWQMwY@?D#mTQ6g+f$kDtMDNPZ$PiZ1vq1_ zj}!_P{uIp^>yG7X{`)~^7d%1o9Ow}}W|;@MFZvtcyk{u?ucnFr+Z6u=FnHB<+oXzl zKIzf~Mpn+9wKKCsp{E=BTl=Lv)feI&!|uo3$-ID`G5@UN{JcWYKwq3TP1k^LXQW70 zDW?YaT)wZ6lXOxh5XH*yA@G!3(~m5astLcEfVfROKGOba)&Vs3y zyKU4?I$f;S)ZG2{lP`(9AVz(Yt<_Ckczy1kTJ?s+mAfcRUdpt8VdJdr`z6xA=sg1L@5A7>ref9x7*riP=MAem@vKXZ_Ir`j zsqDcHf?%@Oz)V^eaoS3!+>oVS&_w$OOW+?==Goko8E#94YuVCuPST^&LkSdo8H5k(3f*?Cb^>XKCJK?TgnfE6WL!@+l-WO; z^u0(;eervsUB5wf#KOcS+F%=7Hv>$CCc*7w!#azX2L!d%Mfj(S9+iv#Eds#iKE>h1E^!>0v@qt zE3v&3I7Cb9kW$pxf|m9D+OgYg_$;}Me|Bmbe7js_`CL@l^B6Ex17?SG_!G>#7+#9; zx%Sa6-J~vy=^!U=%WhLHZd%A3({mYy~2qxIOl$q{2b<^0(6V{cTnCcnw55 zf5WuGX7*zn{wDQd+gn2J#42%Xl^dX!+;#3?deyF%FSV}i4OL{xdO_IBZ{gV6puVx4 zTmvlw(3ySP%PVG&G!(WOF>FB}O&KBA=OTQCHo{P^w@MD^j@36|ZTfB^=kU+3Fk=;K zF%+&ao#LiG+|2%(9N%5qudE)PpYsAX^$m^+-{K|A)@*fS&(dI^nfORf4#4I$@=T*# zFVL>9S4A{Uta`1*FX)KtVrlwpL5I?Y(nP#K<)zxiJ>LE!5}9fumrYrOP|ysQytWRLu(ugX|1D4Y}&2v&*fC?-2f(-lj) zllM;83!mE`Th*kEpgbmBDV>1|&Rzxnw8ebkN<08SOQBYr;|ltlobwM8g~s31hnahS z!yrOcj6y%TrX;~|Iuv)X#J@my&+eAWbuRihq1sU+3Qn!-H!q(tQhY{r*1QbkLnZWq zYv|YbXX7t7jUL=~`sxWBlMj0H^ZTF0%@+$RiN6MRCx%iUvfTWqweF1PP2=ylavb~* zD%UWv(~A{1FJJp1_b+eSQ(brepwj)1ItKHXJZ<)ZUe$II;Ferm{zYdmKhm|?XAf9{ z|DbA0J@+$p`XT1^uM3A^3I{XG^%OJpmum0T^LtcMg#NX=x&IiqZMWpuM z2Q=QkeVhDpDlCG~XT5-QQQAAYTqB5gzw>S^#8Xhf zH9!CU$_jTI%hT)5e^8-4zq-E;|F8L^FnB2F182RS3|B&$J=Y7736Z5{2TNlHvUa1{-+-H8Mv`6aXP?=EJ zuYH1Q**Dj_X6_AJvU^UEulH3mTSC)R`1aTrq^qLm*j@hNTrXw4Y1l_Lf@nU11SgI z@7VFGtY1f-)Mk8zxw!TT1IW2pEP>FWzcj-8a=>olwvCLTI=Ql7WUOIQTA7rj%>-L~ zZKA2Eh1G}oXbz}rm3xj~KY*l79~B_C1@#dqh2k;-(3wr|62pgAmgMP1-gfdKsVzOX z9g-@<&pMJ+F*RZchKgt?;uOu{&t06pcZMkaxKU9-PS%5uJyJ5Yzn$Po>VI%1MUe($ zbR^;&h2vaxU^8dc>@y_GWS)Agmux6Y=?({8+rXb-7D9VwVw_K)>QqYeE_AY}M~TXw zjb$U~_>1j%c_RrM>9!{9I6)SQ)DM0Y15nzD9-+_j_$(ch?UH#}*H2P2Mum0l()Hw9 z>$Qp`GPK|ji+6F+lQi9jB{spL(>{5{hY?3fwy)21Wlv>Cl<2R-GP9>gDG4=b3Ne0N zu4eKt%*-C#J$E&s#&nyBl00b$YPfjp34EHUv_y(a9=u&TA0)rX4$xx6PJQ_tAB;ze z5EY1R9bx8J;tD5&aD~#ip}(CRYeCx!=^Dv?j^VUlNg&vT67>5Lv0vh!dy5Feqv1n`~bjOv2#l>{9s|fi=Ne zf!k}hux*sPyiWaH6&*DL;;~{Qp0+|Y%|Gs2WD377STpaA`a=Ch=EpNPY;p5{SF7L! z6>@FxpAd>ykvEq$_r1WKkZ=8Ed)I$k*E;!BI6rp%KT{(ArXz^_ty3f*9}|poJ%;2q z65K_M2;vYCCDWHfiZm}QSOOxl8}ozqqFP;O<$?~OMpw(QKPNw2JZE`jUwgRqjmX{Q4rP z`=k>f}}!rMUKLM=ZV-x&g)byKiQSM4=zEREFncyl}c*@8%-%(W=8!uaa#@)`iI~vMA<3&y;<#-bJKHLwu6Wu+{RI(Q51Y z33myWG~C6?I=i^(6O|&S)K?`PVzC{lp9vC6`2w!I<1Fy?(OKjhuese|ep>8^nYja_ z_GXD3#=zBZEO-0A`e6UzhNZl+UHIFo%lEf~*WQQ%m0j4l^bar~1sw3tfB)gslYi8n zq%Qm=p0b+<=|5)K57sizIal9$|NHFD_dU^Un2*vqwtjlxhqu2gNs>Y1sB%FSWnb&= z)LPd&(j}BK<@)qIXB}C98Sil$$32sEYb|Z93<7898c;8m$g2!2e-Z?0Gz$*l7QaC^ zs2YmNO^6e4XBK_b@24^dY@5On%fJXFNr3P{K+W~1t+`FGn{|%bxXJ*sb8NSM9E!pH ze4cM6c0Wa-a%-Tmxt)!u8nXqUQ(|0J*^~Cqy4=MIS~T(SRCpVk=b;tU!XHB;1U+gS z+mr;Z0xKMhVCJ1drSF3h=CdmwUmF@D;o_;|<=-Y#7!e2qXu@{r`LxnBt!TAl<9p#3 zY8t2 zPK&kQlHQ?C#k{#nW20e!fTLF>Oo11sq%uS1+(z#5H|1;1Kg-D|%B)>wg$8<<2(&*M zn1FHeF0Y(cZSa?on$Hg*%TY~;$CJE^=^U;AQd3h$Z>JWGm%iX)*#$(6rP1$&B8~9>BtSmoDa{B5W9&(zp-=I@>n%9@9UN)UuqvpuR>CrvB z-F`}beSR&a0X;$UgoE7?2?sS|8{btMmMiWcmGl;RT8yj`hez16HxZR@nb7-4;VN-P zn~FS{@}V}*vckPZDxybI|pvS_ST3ez$O!Imcqu37Y|8F+`s%x zVDh_5zewYDK@&LJ9VRMbVgq)RIPN;*?Z+DWXx@xy3ZSiwq?a|0ih9<0)7NeYW>nkx z+3)@NCq9loK|89dpCe9vN9Iuj$4%oMQthY#C*XqA+>)=#i?vIniMpkZxkvL)`Hl{R zMC?)~;=ZNuWeN6x8b9$1&?mj_hZjang_nI2=yWZiGR<`r>Y0pB4_ zY+V0#0=8E9H?`DW5f}Yhr)c?7P&i@tR9UbPcj@jlpurihC&4P%`C2Sz+|RRa-if#f zi&-T2IMUK!6DD7+ywcJ<rxLL|aKN^glpV2JdZr+tva&MK0sOxfz zRnpWLN(GR}O8dhYbm&*l#Rr9rWEt^R?yS8qRhaKBs!9IM5Na^KLiN%aDD}iz4nz*z0r?xVU(mq$bWP3DU7fHMMz8f zP!sf3sxxS+5Xm&UZQ8F_#!`iOy`+1kkIP7DtLPHWVru=a!#K0SPj%MH^+tVJj8b_& z@i}HD@s}Dm`={Cf*4>;j88|v2jg*}(O?l`h(YD0yVAQCkqc7zHNCGUbn#KS&p_8Cx zgJ}pyG0)w0e+xO%PjhV~eB|)GUI)G(LV;gH zLo_}V(VqywKc9<0y*YDnJPcofs1p!nrHyH!>lrp+o;&Dj~X{L&zVPc*Tx*dwPh zKy7cA#jCg0JM&-CyL($#6>4_mRanmU03Q522`{iUaHS7hLTOKWp*Q&-z9 zgT%W|EQ3fHDoze!ER~P`__?&kkX#}Eux+mH06U1VT&qE{q7u^Ai?k#yf_%O{AgE*` zAZfrTZsM!s4~vDqy^J_kYa|x9eO8oFx*&P)hyvC>;^cps05R$E_8`Tu#BkJkN&@9v zCQ_2~;KxddX^kzfR;I@oV6f7Br*xZ8SJj{2cWZ0lTCoHaVfk}jP|fQw-4B!kZy&5b>eY%st*T9No`qUG?i;atO&B9? z?6*l**qVv^sa2c3m7zD#<juY4eex7`gG?OWXH>OUp<+(bwtVT zH!h%i64zRvj?nka#hw|As$xQ>eGUNC0ly+|1Q>3ecb1(Vg0ZCy@?c@5DUs3XYbV!- zqmF41{!f~~G0!uXjW+RL;KMI}0Hx@Fr!i;jKmRur$v^Jzv&g@bfdBlKwa({}xYNef z24EJ9gOt>ud8SSH>ocd*0o84q_nvJmGNklNHWb8x4x$_&j&L(CZ|#7FmU+F&SRYb9 zZ>elq(OLgzzZ#<>IW1HLaa(?GDy)~z#b)AQoIO1mZ5WI97CAg?-ta*(g3-q{XkCGw z%OTzO9ic?U*yH)AgjBFMi;-+M)3UN~015Xq*#UB&W5T!T<}9JRROJ>kZfHHAI0|3}`rx6uIu}g@VNm^Vs z=wN;+qRI3+Bh$7mH_oN0#t{m=6Hu#+qk7OEM^59cE4K2_lCl)69;-$+l~_M{8SVMD z#ZjF<5lMmRIu63vh+JzJV=f7x-%`Jx{jDIVi8IMu$u-!>sNGs7$*?V$)Ao!>=C{Yn z+KBTSvj{YZ@RA`z2t!EqX~Z1Sd|wiEI@NL4$A#MrJscAS~araMe`J zJ>PQv=_ZlxmTQ3LKros|M27Q;h;$V=u#u571B(fNGU`_;DG=U_zhG^e72$2Fglg{2 z;Nvb4RuW_tuSr@*mn<$J=bOHma}*bDZUXlwMf&1|*fwNehW4rM0H{^SmUT8y=StTo zj`T3b=TYLmHTy?Lua-OX&1hNmXhGeop@A~_r_FBlyuMCd38PlG<%J~0S%@Rz4BGBz zsKNT1R6^ADGryCKe_s6mGV!p4;{PeR@SDgKL&0N9@C&ZjzRQ6O*`p+~`;0=IIX;Tjhv}>0Ait45 z@XR}cH=Z4ZTJ1D;x=k-2RRU?1y8wGRqyc}&MWxyAKVAcvoKH-8aecIlQrBW1rRH&VJAXww9VZh-cyU(inF^m016*Kn~!kvW+>Vj1f zbH)CVXWk`tTzCx!Pz{CdKZfb0W!(}I1hb2~mfEH)j0V9B3qWjibMq1$9 z3O+@~GNcim{kDa|u*H6)64#be#uWWTb#u}N3u^+G~b8 zSrvP83KdS_P-trFFh{OUNDqi8j_b>Fr-lR0b0)`XWdMDez&zw zy}YsLvGna>=t|*MU)600cE46(v_(J_&e2dt{K)n!7z{9x0e)X?;0{?FNXT5qRlG;v zRV|10CQ3JQyyu!*)bq61eHl(&$0I14My_MlCJPp6?uwo zbd2Gk{iTbWR_mhy3^k~ijarPp3#JVp$UH1E%qf-U3F%+OVam>~)0SoFFG5UZ6lksj zfS>pc&3N`Kl@5&6c9r8cw;FHjB>`Kc`ZLKbXT-&v7?5}ccEP4t8pbAUVSD~v`MufT zM*Z}&jOLs4(w^`9Q8Fs5c!(L(YbtSf4Jr0f;RB;}m1@@Lx|vvUXoGFBbZoylsa(2H z)btH(N&BT-3pKS{7X&O!Cs|15$GecZ8m=6qF(@5!_{dec`kGI!7 z|8|-Gr!#BBz^0A=QxQf@dxrVgqrLD-nJ4A6?@!rJDkB-Plt)rvVmXx5BQhP0A0EAQD zORe4n&e*e%Nn5y|V?6&(y7)bnc{x*Yu(qn){3M zNrJu>5v4{6DskzuKsvf`J7%S!CEngJR;!~F(r4@Ff~QY=^OB_w8v`E<5DQH^U*d(q zB0MI#TrBMnN+|_~>*NY-Kffvw1x_%YRaU0ur9%C9MpJdb0drj1Mj$KrOLK;Z=1?JN zUJG<7&X;G@uc3rGBPK3JnLl^7r1G^`gSeGjYwZP)=iA8E2PpQvBAaLUwDT3K zcxBj8eu!MdRgb0{1C0-?7D)u#Qq<(R4`e2l7~not2hpcX8^+Zp>a@)P^z#H(p-_TW zVs4bYpZqO@-`z_N6q_I$Iy-nu&MbxcK)0qWi?ldRtFxEDMi-~GV77%oTEyGgCI|ai z6zm9vWhuXxOq3w@7XZhdHY}u`HB9(GlT5ypusE&Oh9IO9#iW>k^Cji?9gH;9D@&_i zFk4?+YMo4@%P}8bVPVzy0A^)VG<_GOq511|c$R*z}fbxXJV_{mF|J z%Ba67HGrZN(uPy8L|!mu%HLj@pW#0;zJ8C}|Cd;``TiqgB>%xbJ}w-8e+pi5nen2y zdly7;`=$Ua$gBQ`$+5{I+A#R4{7G4+(aJ4jqrBu>TTR;jZ+gi8dd>m#AFqzG6Qxez zEzRaXLw8x_h1Tk~edUI8zrR_K6aHgC{wdf0*{?iA_RWJW^}R`(_x>^bJ-Be)9*GVc zma()P-o~jD7eWcWDe9)aIf*cckRT>+Wip8;DYOyOk!CGcTZP(j`%&@u9Ek-bme@j~ z{C@`B^I4<3jCB}7*u0D7^s6`wH>^v7#$xf5_|$gV&W)IY78`Aw;~NuzSV3-w0q(v@ z?-HepoJiuBG?jy9Oj0cZ`sDYzSuW4$XvhT=6LT4qV(j4+qTF9hfM+gnxAZAdbn1lylmE&e|O#&*jeg3n@##zHq7_xcTT2N#a z!4Cz(l@VJ)4v{`i4QkMRu^WA;FYh-B%CmdW8|rQ!&JV@7JzB0iKw&YfO(F@2M?~j} zVjpH>p;DnWGk%@Wf}Nonp@vjN9doY!NqDYp#d2G*y(ftwdex;dw(Fxz0bOnh$AMks zeX;PqRw*x=R%f%OfN7<=yqFXIOXs-Fbwd+6=jw!<3Y~jL&E#L ztF@ezLbsKjFHBkv?NN--Th(m{5HjO86!lO_dP?a_>?`GbI~K<CY3YB!|3yvipC(73FS-~T?Yfi%9@budi)jf1 zLJaTTZ0X#&!S*YCDeR5bUeC4EZ?~!olV^vQna%Vq;C&%Iy12#QCYki#*s#xb@-LC@ z6oaB$WG7^JvUb7;wNm~?+Ff4#?@|AL+^a_r9map3)%@PcC3=VP$iFdZw>|$W_xXR% z?|*}d>R}6y5pmFn+@K5}QCX*%#L7r=6TUesiL-B>>;7VRtw@Fo=~RNC!`e`EUidKTdKInl+gyp z*Xokt>5}h9@8`Y&?Z3dn!Wd}n5OO^VepXE)1<@fmP?vMN#jQ<+Zc!(;yTz~erqDMg zGULW4mBL4borBrWRGl>Ezd_sINi(Zf-_y^~PKv9VtoJ{N9&MXCze%XEM6Z*9ZBij~#2(jI>wz0$k-^aYSe_jg79OO56l*L35(48Aog|FXsHRPRD|f>$5d zc=ZK9scTG&t4(*3cvAc~C@;2X>Lz_1cs2XmmiyVSOW9do6KIRAPo=I=Ev`1*IjT9C zzk#aEl9jjgL-@BE;$Nm77AMxT3%n;$m%86ey%Jj79J`BDi!%QPRsS^5-0Jr~nF8J+RO8F_$86@QY zh`9;Hx%(ddb5fQ%sD#jEk_|;AwBGV0LZ0emzFl}VKA81`Y~|N(r8#K|KN`6!E6|&c zYv&Q6r3vbg=IH?rE>(pobgX~9bZH(?NcjGD58D4t@1Fnld+7fR|G&s?PcRqbz$6Jk z#dIz!gn(EPRf7-dXt8_G56x!pRGq3oYp0E_+Nq+A8k9z4aQziu45!=3a9{jv(UutQ zyYklU_EC)8;%fg<8ePcSCxhK>Zg?Vlz2rpk$MR#V<8$18XJ_oOh$rC-0G92qMB4Mk zfb~z_cW(@1!NGK^DX)s}O#dWuQOE$B+IX8fAEL$mE3>)35;1Q`*kbXzT=CZbr@{Yh z(*N;AL;k?P%L`l_1>}Jpv{j!jksGdjGq*OK;R`e36`&aDTfB6@y%~93CB(Hikj;mHz z^!?QA#w1a_=*l`BzwpTy&WU zJCPOEZ7y~@;DvWr{8v~mOwnE}_@8F}FKDzV3rn3q$dVn8Mz#NK!37;PSUx14XpH9Tg($U!dJG9hyG!`;8v@tTqr;{?aHgPn? zXJBKc$LHaJ`s;Alj0?>*>va|cudV872fu0TO;BV|OR}>g5U|y!0&#gJnz&D1IfahP zswm>ovq4x)(M=SJ*q?&-lc@yKz)!r@!(Vmz=$k$~p6vAH#k21x&}I<4SGYmX2WQ27 z6To;pA6^g-QR94C={slD!O?|6adyQd#Z%YQTJO8*?H*j~*e`rxsn=6*(RlDm#(RBx zM}4M2ssb?4ctLpVN4Ld0H&1=(Ll`U1+jy|tQ9(m+AD#D^@eRN$#iM*e;t-|ms*}2g z@AD@*@n1|goSl=ut<8ARD^GIFTh-Z8x0GFU5YlN+=#T<#l0%Z)9+tc+va?{rTtUep zt3Q5zvhbuMD^WHsk)PpxOE_j2;V2d~!rV#;n5I!;6G;=Bx3+;EJSnys31BgfR|Mp-vE@IUCOSmnP4K@L^kC{{Ft^w)R3LgNcit43(v&S@t?*_|_~<%2Wu zPOh6ZmWgJ7+|Z1)5L0cGdKsyK4>55si}lLJI638d#b6hu7>KwR@>>kaSmXz7lbhli zBTCttprAEU1Ty#R`4&4N{$aPSSYhP7G{DO+D-OUazn#s+)YqR#Fa2e-XilW8tpEZ- z3OPD+2S(E)VmG_1oBj3YvIHv%E&THFAuWvggIQz?$FmcP$Lkyj7d}$j-{g-VRzR)N zFLBVY>k(s6WGAWQF;rQ6VnXv<5G9NVAOPuy+;L($i&Q5eG#Q6q4+q9v=K3Ag-H!K1 zC@7USxa0`fQ>f{{@%zZiOIcXSSDgee9 zp@a^n3^KAxkAgWB?)qO{m@;iOW<3Q}*GTJ3CN@d@r_C2fnOiLrq|*>u|NFqXRb zCc!*CeWqfD0a?2u2DhR%dT`yz5ZnQGDKqT;INUo>9 zGc-SIq7H?eZ=9y#2aC7@0Xb@Uj1U#%%Aw8=hia&chBz7hX zF(^h^2(e2hda?o-(b3#CjPEJr8mL8`3mnZ(l};g)gq#)n@MKXXbq*Euu0weBC%d#+ zDt3J@qy{S&v0)n}k0ENqGQtjDCxDP&(nS{UMpz#`LexqZ#qU3DQMbkxA9rB0E7n=< zV&ye2GXT-h=DP?urJ?AOWy_;{6{gy!a4uTt!)fIUD;uXNWtmzoQCSOSJQ^X-Q82Az zZ*7B}lBlat_2yaU*i84h9W^}|x^Sv;bgUvgSh5z&f_taG#Jr!<}m zMn#b8)|=?(;q~kKtB|M%qV4D_*qGX$zmjjEF}aQSNOTbX(jMf z;~K`FW28^B&hui*5^Kz1Cj}~5jt(`NPE&|GAa^4*u%j_4sz1x7(u=iqJ2|t&>vJRM>t~k0l6e7ko($(yqgCXW=uF-OTtS(SQJf3mPyk08Xh?j>XJtVdXh!62RLP98%Yg^~Xb!p7^OjSlHSBLpOci>EfxR{6yE`%s%&K zL>e#7$Q~~qgoy9QCx9Q93nE<5OpFL2okorjMkp48TLucElom;di1-IV4&eugu%#X# zAWDTSGDU8-5@K zNn>}m4?zJ8kpVm&5EV(ss>;6WVe)aJ`BGkFh31n<*)%+``jQ#~6x7W;@wm#~n5>`x ze0+h@Z^tv_2SswlI$4oy-T)99!k{jbsx|AsQWBbt2T;IgENfu{;9CLav21#Lh3M}O zTrL3sx#)eiLiXXNlz1&&vn}qq;%~89_LeM-99#NYi2@izB9TR>J@-Y4>jD)RbXLLj zub;eqxtsPBHVRIxbekD4l>-{z8>07y_xK$bMFpSC z@(mL~=lWXvrvg#q0=<)@L|8TJcM;7}&Y-Qq^J(!J5rGk|$JXJ7=!bX{Mq53FcDY7} z?(#s<1OZ6{t<%B6EbO?J7aH2a8*mq~-c{>`Q$myKeX^gs!~h$Gu`HW3nqyV;+!oh* zgCtdorUk!9r{G3>%o3Vax?}W1gvsfn1$X^v+~4EA5~BXY;7)WA zb{u7OF2+fK8fRD&f(>mo=w3jNHl#~F`a_%W9CWnFmOKNnhD<&%HMi72WEz4kDOdFP$T;ngMJX!*l^JEfY?lZna^qx7+@bt9scH5W@V z7_ngQM{NktJ+aib3n0IDWg;yw65j~2Cr5NkWOP7Q3K`p!_pG%V*=-0eRG6UCyV>$^ zm4IeNdag#~8G7iub!ZD%>Ami>Rw7Kjd{^7{#}WSG9(T9$zCQ8&(2XX(^ieVjhK8?N znBj-g6j=|}_*9SAMY!PtRAkTR2SW2+R|5Ve%3aTmBIwjWSG->jwWSB-8Vu^6TT{>$ zXM*^==;P=oiKyY7!)^-8L6)(YYP4AU0KxHG+^`H`UnkKU9tH>$Lfjc3JB(Tk2HY9A z8>l>nC|EXH#eEcGk>MgjJaVjAhJAub>DZNP%tfjYk&)|5SSo8cS!M#w8oZ02#y2{~+M#_6Rd{)N?vu`kymBj_=4*cC<#8M z%h%r$gZi*oFgp&BJhxciZxyib*u24v4V4?%0kr=kR;EKH$~vYs-MBPsaqMhDY56@w ziUeOd_p=kLrx2owz*~^rJt<&l82M419dBBM2sPk<`CirE6F2xMmbNr`Dt+JaUHbN$ z_kz}@XmsWGW2cU+9d7v965V-zja{z@6eroal-FDOiPMMV2}^>Zez2?nzfd(2Q47-1 zv$4?A4BVbKJXD~Pwjf=Zb8r*ArfGN?N)a!=ST35~20T+nsavkzK9`k(Pg2krzphV| z#0fot!Bm#w`2^i{fPEC4(qXakMZk&z>?P+apK%u!5l6^-zgzT?@bH~e4f4{DKGZxO z19pR&?a(?j09rfRke{)Y0zBdMrWoVKCNsJSUUNNV8EEYE5J%ox6n#IH<>X0We@~R* z<)GmCHa#LlAbXH35*!je>ik5Bzyx0notuuc8DN2%)^Cr5f(N?JBSg!)a=j0aK|B4C zBa(U%YSsV2Lg59Z7k<6R9*8F4b1xj=38}NqtqgZu{*1)?2h0orMgV8EfYwjC46wuj zZu$32?2rcpE$Opwa&E&;+dfu?e*Ouqq5SM#`xhWR{D{l~v@3`w0 z=VUaZ?Bczj-P>M7_`3XnSRrkV0CPS;I*1nu49>w|kk_0!t+Q7gy5@y60r8*Tn#aLDTF)_9U`a465bMq(N61$Tb^&sI9rq=}Z_oI8EhZZxVIUEx zY(*|7E9h+rVvO5$D*cvChN=sE@T2(Uoh(K%rs$eJ;?ILc#TI^D0p4`q=^mfQ_OlXFmPyui(oRQ)VAmBLbkf%2{FQiB}RMVe53Aet_z%h9h z`htKpYuavhpS!NlVy;TxqiWGkY^LEpLwZ@?BR!A)3AYKm6tWz5q_fTUCoZ2G-W-6m zI;YVLzS!FI+cF*3UxcQJlM9vi>Xg$lyn$^I2v&)oB5I^L$F#pMgKB|bAFQUmiK_N2 zg0`umO6QlZWIwvrJ9yc;0esNpeN6`1V}cs+W}_Y&_`8T6cfnGxkdmH)I%-IgZOreQ zW!@{Xiu={?rk>urAxk*P5QY#$zg(h8Dk5rrpz4!N=HkWqd+(dw%U%Yx0yvpUnk)XG z%fUH~zBi=qo8w#t(eH0S851G$0?RpMm69F2ozo8>j}DCd(ai`p_9*gdPWW_&cBy-Z z`bU>s-sb}5sd^;{J@_R1M?L)q`|MI|RnOy=VYizYeDK*>kbyVmF2JGBpZCrXE~#pv zQ@&LgebMEbFLS`1=yy%**DubGqvt&zi5U|NzdI>}sg9V*4)&mDyt&tpcli55wS4cd zFQm@P)E;T3aqx)LE}`z~^Vj90?r^(Pic6Dg_iMmhj(ZB&-e}aWitB8YF9w0cXXzV5 zJ1yT5cS=u_oo=Wt_2+6aRs!vUxP%uN1iP*jG;-0f-)zDJd~0Y9DYFNFOTR))YIYgO z8v=tzEbD%AiLk^n+D8SL@^Fhp&rM4U{1&T_|}e?aN-;{LqZlGtkNvT_O3 zF;f?`*iVZ{J5PgS#<6Idzb_l9PF1ci_@yje;_Rv|vq9IhDrZGboF&&M66k<6B4Z!- z9+<%ymhl$A4}5e;aFkSU!oEYg84SNe^aoglI|GFsE&e#vwu;=Y zpqKrndt2)YY_d{nGo_=_&w(t)Ashc_mD$!h!Dqc$Xa~Es*8;-6%1l~wUn{4`L3%08 zkNKy$ghkTQ{32ZGnQsQwj|^z9z~8Nu$ilMIs_N#)*k0hwy%C5n=&3S;@gt2`47@7C zmh>dcOv}W}=^kLRPam;zExmDkEF4h{+EO<+}Ni-I#Dzz2g6fQ_Td38A3 zopmmV8VxPx0J|tbo^Q3DOFsu*LX>saz3eszc)OSF?Klo~_;a*7)!gkC(G=+-+OM|< z%Bs_}wY>Gm0vC={v$s6GA^*If32i~o9Fb*;j(PH2cy4>Xz7#lUPaR~9@gzIZ?rFWY zHaJL6l4ON*qd7%oeB7MFn{;z~yqqWJEv@96z-M_~P)FH6PSj6jZ@95MSr*shOp#_v zbDeRY+2PrL9enoQV!FFmm+H##=6h>=B)Dg~SGq^Owzvno$GZb(>28&Bh@ofJ{Sa^w zAB@aaoUZO`A@B)gKfALeerKgyM53ACU7{AP5REP&yBZ6Rf$Q!{g6CgH8uWSC?F4n* z6017$VU13Ae|6gna-8*9Q+U!{Tz3*o>ZzxPKddLH!R!hGt-((E^RoseOAsv=d4&TF zH<;@BC$&GB{txURhijyYV5@7YcOX^$pB*4JJ@U(defl630kO6~B0UUja96!+*KipD zHru$acrra6*NhQCcsugX5Inx{@+#f_czO&G{J*<=XH9g7r{GU#MyzfA#gr0Xb}YJfocxm5;;+Ad0ZX=75=xVAds75Xti6fP{vX zgn|j|o87{w%d+IqtO_*+uShh-UhI?9`FBLHlt-Ks z9uxq5`py+3P!qI|;MOH~2vCN`rVR5a2#@y*RP=+P?LZrl$s6&q^I`XkC&j6bSnT7o z3+a#ri!<5v$dD5;^h`$UZ}N1yqXx#fBym#~JR^*k@$m+r+y} z|LT(TBn~A;;$;`!B)W=+9}eCpx<|l_9V~z}gG%0JWQR4`2J(c;?onrh$Ll-VC$kTH zk1$!F+gG(u)FSGR=N-=8r;8IX7o#a9;-7_?V#o6iAyFP7-cZ$Xm;9Nt-@}S~p;cq1l6LQogM52$PjDRbOezxz^)cr)>$pHl$-* zUC+8==Zxs|;N_g=HOgb6TQhdfsWRbhz&n?HLU*s~{@pcJ&upFG-OIkBRpvHI4c(9X z7DIm%4-91=(OsjxpmrtN?5({>dV*(Ba=Kw`4UF9wZB9I0cfO-=nLOT5auvg0tG-yg zIqhQ#mZKRU3?M6L|U_$w8aW#r&D^wc$50Ys>#+O0oin|;t_4DwoP~bTIR;p z=}f)q6_3~310KDtoQ`+ThCg&L3=Jk&pJ)WO)6_A8;ZS6^ORv|HYz9-S>*&1M9GJa|)VFHc7J$;(H>W`^36=sxsI8Lj!GwS~D`D2^+r}Q=~=wb&3~C zlo3r5`0BNEmk3+Ob(ID`x;QUQX>Ysq)#%ULe&;b_gtu)j7fI17q>ZpP!RU>7Ses)& zG{Z185TmkV)upq>J9yczjL`D5#v$L2^xfCderqjNXox?_%~B;c{Fu|BbB=M)Hf$R< zE)bifIpeUBGP9OP>)4>}tg5fRBiFwBRU=tERDi2!Jku50F6IcHM{Me7-L8$yB$A<& zy0%2}?NG2JJf0Ilas-E^zSu6SW1Xy4&D!l&&p7KAVB?DM%#oO?m_RzMj!`7F&?;34 zLllit?niQ4^($B+Sw%z7RX$9=z-GUu$IaMMtqZ*`?f0HDMR=Co$b$>2jrCbZ^Y!bh zno8OkCRMnl*@-}_rD1l*nMLPrT6Xl)pDw0W3wbkDYtb_~vT5*|d`46c(#WAt7x)FDWK#{o`!Dtv5)V-bptMi^X_NW4Uos zcWYDDZJnWDbrdiH^f4%^%#zV%Ba4|C1@az_P|C8lTOJE#@~n*LOcvhG=dc>P!QNJF-p$h>{xV7o_*jsm%)6it0UjK zG!HY4tro7Q*!T#32AyC?V92DrnLT}e%iy+QoyyJk0y~EzB)A@DA0=`o_W;a~8@-pp z;Fwdz;Ax`rB{`wO%6;|<$DYH&8WNp&dP1I9ZdOoXw$08~@w8f)$)D7W%8l4&TizsI z<_Dkb%!alKKm1n2DAPdHTy!$yxiyC|Tk6P%AE(Cj76?FqLA*{2I}St-Q}bK)m7};2 z8uma-bDlmJ=4(8M`C7Fzn?1_=yxCAo)4f%F4e9>$gn%8^2$fTY(Hj_Y0s z@{a&+1CGeiOhe%47i*naEz6GzI+oS*2YDr`gjnWTum>y(h%%^xqh&I{(e~q<`3*@RCk%< zczcu+Y>>jEYx7(aJ9U#A^P+71)1R*xG8cWf;}t4z2|^O)#IZ5h;zC0rh%6@M60iI( z+0uxVC#op+61{^_X7@zof^yjBL>(`p_(bkRVF*Y+D5Wxc<}t|mD}*eC5(t!*k6<3z z{k>%HH~BOCn1ldkuyS*+68Gp6@0D7+6$M1eypnPKO^r^)Uy}s3az#;IS-cc;hhp7h zvT{VnxFM(IqaS>|sKsc+6l-pA|y-K z_zznF;N?2(F2!T$8g*blJ4iqulLQ8Jt@jJ-K4cx1VXSwiZQV}P`rTdKPxPYx0bU!5 zf9(z7zV|*?Oj4oYKKpFn`))n*@0hJ}-lA&-@ulv#d2)jKC09Zhrn!^h!oRjZCyqBk zysar~iU-o^ghPv<3TaHzUh9G?V#v|G7QYDmQ{HqDSV=ccgiA2WCYy{-XXeqm5 z#@hMe0*_E^FW{}v=SKw_{7pm?@!ItsmHr>~!S}ZTTuewAgrm*s%qkI!kDu1>doDz# zoaQI?Z9uzrL@FZ3VYj?{NR%UK_Fta?QE<1!u51!GBS5_3BCDujiJn*?a}cYTyT{H2 zm7{xL2CNRP-Rc4;452z6NS_hy3D??MBm?`+c5g^LNmT3=pjbEZs`uuF2Vrg@ZtXuuS^fVK&vgdxw90Dx5m zG)h_n^#=M&Awj*Fa=%PA%$~e6#h&T}iE`d-ThBFkbxCG+04ZNMVi`4EjyJm%)z=a( z6Hn!~>c$f;jZZgSjxGp|+<20bW`q+#WV;{pBC&r?`v`cHXMBW&9VeJW9#^3UK zMV=s?NgSIhYs}D_WNd|>sVM;z)C!DH+W%hja#>*_g`OP1Y`$i@9N3e*`j)&^b z@k(|E`99ipLHU?AbT5|;4^2(#n;`y!JHbql4c4IZA%&4SF6>%gA|S{^KY7>PnW>`& zK8>;z$^gOoL^x!}+ZHgOi{F#V)YkG?Q=X3e0~bqG1fT}gIi|J-7_L{}9<)Ec)2jw6 zU}z3BD=76Egt}j`0zeW~P}fsZ?Gq#v@*+rS`TKJdDO;!&cu$`ksLU>u7kIrs&l`fr z1UM0~fao#oQy-(fswpK*5VR+)QLnZwo)j@jZpZZPv|;Yiw%hX1Ce(r-?m9it7MUQg zM0UU=zr%Sg)M78_ZHhBIh;0I*cZUM5MP(v zhg>QI;E5cpDihWYNw`|QjSRggJtq57NF)7;k84b9|EG}X4wy?aXQ8rmfWYg2TMj%+y10yTu8&% zEsN{RBYE>j1z_%htb;YTNJ<`82BTh_n?A*Bm=2kU7KK#gc+p{uTa*i_;MwBihy#9H#?Q@X$H?LeO+5t-T}ekBb8ZmGyewRRazX>?BY_q9-@!TRg<%{#Y}hs zTX|cj8m<=3dr&r8_?wzP2$WbRyf9mPw%w}v{TBi7p@42jq|)Nx_GtFM$T37oW5HwM z?}j;UI~bpmM*#O{hxW-b>SG5f9IW}*rezw?x`LjhZCr1jzJ7Ahh-`@VjG}gz0_uE4XShb8avq)K__2@PV-v z;KJgCn!|(~;pau-v%qDK4csS?s`L#$zi|t(j+s}p9`HBBdC|$d6_q=b}+P&mtABDX;Jk z{F1q0>FULeP|tH)0opJp6cYBbjIdS%KMPP^`~#=YEr+_+)6=;%qK>9!~>ZPdi zzdI+%_@H=YJnN|z^BO^)_f@X}APqeHK9c3p41{|e<{$4?u%-G)3ub7xlPV*C_ed&IfliYOp@9SN>0CpH z9H8Udm^)*ud(2=O^{A(BO1fzWtrdh)6F3gf1A@e0|BmeRMq5h7P2vR0TwHjsxEfv6 zW#<#SHqsBewfAOx424thAvek!gfyog$yMaz~u7Mu)c|xLf5Y5($bB<5|?lG&K zTV+XD^#pVe*@-TJ&w-BAhUVS_=&D20L+>PET;F^>$k77k`Zv}=(N?SYW|8RSlH z@N<{Tw}{Nw8T+yUZtCF^AczKF@F&0_F~ArC09Df3FQ8?3K%oHw9$;HNpCL|tHeKkx z14trLtUr-n8+5?^q$0j#D(hnXC;;$D9=`$XQGB1ceT52mDkMd!H=>`+*0JnBa>OC| z6cbK=odGCZK@eH7?KaYDa1gcpjBo_zI|Jau(y{=19O-vz8hB{zduY50;NvmE13UJ8 zn#2G`P=lTRakT|G#_%r71-7m| zPXt2(L1r0iYV17MT+0qtT{(u|!#)yQ3?B{ceEQ2FoP3k&$)_bKsZ5#8p-msmB`YR# znpz@$HIl3vDXQm7JENjl*(-=PPy}&kiLg5LpYEzDRnTS$w?^P5E*MM6sT(@AEiW5Q zivXHN(yH1wP*8HL?&pliNB9Y6S}H5Yb^0}t#?O?@nGq}=ghhd65>bwtpXe!+D@8a1 zEFldZlSPaa`7)O$oB4;P6}daf_M2z_c~c33yQuv&!j}_gT^7?E^`nA9srnBu?FUT4LBzph9?pdJ++|W(x?z*1dVE2oyA#@S2y^?8PRFjt2*l zn9Fm@(vC4td-6)B^VKoGX7mQeduRci26spU-u-?Kj*Sc1Rz-ya|Nf9t9q2?o(CZd64B@;FdM~u znecR^`eXPq5Ot{CHGzamZ-5@~-s4{Tu@y{hGGjMKPeK%45I>0J4?^sVnnz9NR;R=` z2)=|j?jOn}pE~OFK563?*t>HS(Lf|UD;}Zk-9F;gY7wYbLwncXfpo6NTUp^%aCjv) zGj8YWb}7!1(7u!_We1FC8TSIp+_c5%n zv%8CgW0XQ?&=q*Yr7he{ah&YVw_-S2uXE9DTo4P-^mWXiK(Gw~t{uLNi-+%p?VTt+ z?W=L1;M&j59=FyymhTypWu8$anw45xV|!`xtcGMc;zkuJU*^j@T8bpbM@8Z$%7_-m z`JMRxG+ny?4YJy|LXlL|T8~)5%OYMh-O*a?2Av6KkU8lZeC{}EpIGIVAhWc-)i0pI zdedO|x(s^LMIihb`WWe)WDdVv`l0m>g=VKb`7iv@+=38MLCvaF!}Y}6i2zYb_jiWm0{a5AG>w83Ifl97qd+`wxl#M5vLGNcsGvX=AogNasDp8>Vy!WnK5V(I@!Nt`t`9qcI|mO!r?8 zJ=^d?8(hD9G`8eP;AJ4(iw@yBJJ;y5qwgUuz0R`^qVHE~4f{iwe=gB-tl8Y&%G_<1 zWZZos^=P{(V&bK>ZeOBkue`4_ux|vzoy0A7nrUOzIZu~azXXfqY9QA@&5D%?Y}|um z<1-L`i1|&#jz|cMuq_mz^GI!yi3eZ-#H;eZ8vBR^pO$5Ipo;&!y^Gor1tEk@Tc%PhpRD&V?zLnm?!kimK zEn85BSZ*)?YlDpl!AQ{u#xh_b$?@|Vd7Ro?^U|~07>>SjG-;UA&vkN;6GyVKU^1Na z`;A-t+iO_(cEHc8ToRh6r1b54Xq%27HmZxpHETRDKF2@H!_jrxN;G|obDNAhT_KNX zB_|)|XO4Nf^%8VY?*}~=3*iv!DJ!I3yN2sST%kto=0X@nU4WJRSc9XHQ-Z_>IT4Y= z)ySs5hH%U2OMf$d~aCZQ~pB*FxjyDF*t-56%OKf@5o-T}CFDrX7S zk6f4QHA#llb}0o_M@uVwXdHiJKw$M^w|xtfC_|qReh}W-#TO`_X)`T(C+|(BOxAu} z_~ZB+z79sIMlVIzY@MOwDI&k&XI7so)9FT{r(R)O!#x<;9POhE#&v6X%` zH5o^^T75rMF8#n+eVNiJ3wh~D!!MU1_&44c<5T2Mx!_btx-D;mk`!H*%Vx}@BR?A; zjElm@vX5E*1@8xji5oU2R>7{^ZnF;k0<$2iAg|gB-;268`*W1$ot#e;&dA1o^<5g= z@YBX=6uCVxix_i3RUqr=$vpW|nf})N-QD#xHrCOML7broTuBnIs=VYxHL6gH=ousu zzv8${_!LOyz*uFqlPdc1QBg?8%}Gl^NoD8kKV>o04lZg@72! zC~|k$z~l;+TIY^=JV<@7z*lW+=)eM7`?|ifDWRx&EZ5xO9e?b|bcuo zEA_W&BH4JaN8Zh^>s1^&+)b|KdPC8n^B=*uJoYbHH_^P>=DZIlPn@?+IIh++HA%xG ze!11HNbIRVcwm^4BE<|#Eq{g`D*Y?w4AgaxI+N_=i82)<;YDcZlSF8uyf#bXjYzxb z%h7y@{mMh9O!0s719q%<6L!HF6I(fB!N6UXYM^oS_&Rc977x8eKhfRch(}Z;Egt**32K&V zG9J|DBlD!%`-32KmOlr5?*d;C%@qA$&1B7j?K=L(z$GJ3Pb#c2Gz?`?lB0VOn17Ec zR}Wj;O9qA?W`x$nSeZl=&#JdHzHFVJ( zie00oLT?shj4DAqP{(uiY6f@IgL`}Rf&Qt{83QbS_Dtu5`D#W`=%?|@ zLi4FuXrbds?8Moq#{t{P6dhs5L_}_R5iXmxJdb9w*5$lwI4`2`0RbAS^b?SJE@G;ju~1x0FQ5B!Q(SHF zcuEDrVs$6(V#2cW5=(P^CvMGv(XttR#NuQL8m4*D^K`l&6-iRL)x@V9RkdkQs`b`; z;Lh0e8O~hv?k*emPlsMVI_}4JZCpHcl2XCqph(vmCg8v@?SwN=0YPc3P zQkeTRO1RcwEM|;~W%p7HJfm*2rday}^ddvaP|9+U+)rlX0UKkANJ&rh$tGp@xLV!Q za!s6e!aEVRKg*gGHuORo(2G(5Q>lF!He2Q}wr6Rux_gFsAA982#r&@wOIHPL!J5jm zJIMFs*wf&Tjs%4d10n+B7l?W|5hEie{32vSF%m zM)VRWB}@4N%^dwa!vf>7=y$9~?Y2bR?(#Ui{}k)XlZqV;UX3H* zppKO-8@!ruP;{Lcw`CQkR!6K+L>$5*F?kZYnSaMR4dxoK#2$5>G+ZwlWZcAizdm^A z`|%SNE(>1!^wZ$AM~5#MKW6^odqyv6*KK9LIa_u-GW$gq+honSjh|iEc+ZnfnjKkm zAOwUQTJbvRKW5(Cp(7T~s}1#7+3SUpN49N=c#AQL$I%pC3$$+MzRMZ#-R&IYyNBKD zoZueqo8g}2S?XTmS?Ap9KH&b|`L%paw%_Jl@7&>J?V5~K(MH02`H;6RudI?AdwQ9M z3R@M2Iwg@0dxzC*x3EwNRU`}asAblhtWz_gd%K0|SsPeu4OpplWy-Oe56J54jZwXd zL80*372DH+wrSl+C>K&d-rB5+6X_@Q@gs6`;tuD`Vf|+H&LA24C+w{y>Z2>FADZ#= z=9fOBZ$Cfff%2_0XKf<=EHm!AYxXA-4X%OXiRP0F#Ii2<6-G1P1S?)X$XY+O_sG*r zg@#eshibNf`<3T+Z38lwK&94FRW@hYM8z>yNQE4r!iU_Xi9|D#gtnkZuLwpsW)vYK zVjqSLEdS)m+7~f=py9Ylxwi@C2U3gmbM=qwpVeQ{OUOyTE>qW4H&8c9w@3G-POaCO z)M89^wn`w_;`??m{Lx98$F$qE976|4l^Ye~g4RN7Aq zu#nM$avD%ok>2PK^hV>mootsmb!&LG;&M+_N1jJz3o8RLsqP-t_;R@;vl2cLpp_vG zLL3v>+qFSP>6|TOT}ALn@bwC@H`EWRhJ0*CKtqhoj#!aZPw~g=wyu4j)TlSU!8?vSDDe=djp+NjM zCXDtxkO=bvsi--zbf$Y|EFJD16-&n(hM8yqy74r_)Wt+&V>D_GmPS@97@I^94{FNJ zfX|!g%}&rIWG5!d*D~vfBRzs1#|N<+_dr} z8JlDq*P~tgl;?-H8@plUTIb2nzJH-;^OT-<7Tp_sQb=g14#g@Ty+SpZh$k>2)skiz ztr?>&vMgdNEyty!sza757QIHwCj)73%NTu`mZGgU+a9Du*-5X?HSJEQ|IMn+Y#2O`MlFbyhDZkExsDYYr() zw|ZMeJENWG;!zXzC3{;%f?M?eyz9xI+Y27fpHkd&#-k_a2X~RIN1tz*+vCZ5d+rFn zBUL%#?;0LFb>zihaO<#EJ2G14e)q!Hzc=*=OS&2DiunB|J=`5|s3ea@qgDgsVxc;% zM-Ljc*t0l`t+l#8yHnQ5Myhigxi+$DL;JhK8zmk~C|h;)QcA|KG@BKQh(Y1CY$bR^ zUZA_C$O1{hFwg2m`0)DNVfxqM!*wdDs_q3^@K;w_QP%@+eh}F)2WQ3Li9KTFR6HB1 zXnULTjHn{Lb(l6!3)99;!qk@>rtzLIb-BaOlv0hB*0Qux+9{#ML;JS^HbNQjR1D5~ z!v(kkl1;|Kl{nmHekNZLVvJYIOVIii=1-cOT~}EDS&0aQ1xwSd2M-I2f^*FbeZz*~ zT&>U}U>QY6tESMYszt^{R+W~b_vH?FxyP*4`gJ;uUtcKOiEIzpd)tfb+)n(^-L_X5 zu-Z~M=~}hoAyilAD2H!2;LB)(gDEkMzx_`2#1Y-bH9nmG`XjHOBpY2@W_B)qnEg^4 zQ+Zk_mPXsIk*`LX6k9WPuZtB)>vA~OQmi6 zdyS;yqzymAsaCl0TAQ~ulf?xMR)rzUCQ2(XuZd7DXuLuXRoI-O{CwcH7#t}%`8JI< zCgwJb#I!oCMkg`OWl0w$Nti*a{bZBfn^^j0TT3y)8@Q`thyva{T z#6tD9EKOom77s*aiG}Y;#-tFFLG$cJ>AQZJw0*&w_E9r{?lbW)K(yOjBv|ks7 zZB1Axy$&4Z0~E|(cVNRc04g)y&qAgKW&<^AqG+s!Pctkqyk%foLpMV=Gi$<=jm=DX z>~22I_<(7lQKP4lCd-&%>P5S=F6w}$hq04Mw}!4|tJSMDTiA6HkIbfKr zC;BQn5d9lH*3e3HHnbQV%I1j{VyUD9Uy-FEsYGH@CEZeC6}BZtd|*+S?ZTxi{sgAo z4Vg=Y=w0Mwhd+OgywRgoyo`mj6fXk_D%aoc#H(Nk)qo~+2K}uwiZ{`{%z$-`6%jFp z{@7*GiPFe3u8;P5vrNsr%5$#0nOUY*nM!g`b1aQK%Sy>de*|}5Ik1Q`IwO;K(bf?k zv92LWN zg%xXq##SSIHnj#7NrNsX(`Y%RTD68V8RL>dSx;nrZ+($|qP|2g={0yrC}!G#JtL<@ z*tn%Awt3Rk2IFiKfi(JEyhWHnL}}t@Ni1sO;O6Q{p6LByQ>(j>=tvXg4 zME1<#vyn9=H6`eij6jd=bLk_D*kWOJpvY||QI@Ev*yz|;&MiDjAFYq&Tch`yj+$6> zv@4d%@d0Zud#~t#J5S2f4zdie4z(9V4|NT64~kt9y_Q;HJdD{qdac7RK7)0a#FKcl zU+^j>?s^BTP7&s_*^-18PGcrEyQ@DyoHVk?OL@!(|$dtbZ` z_umLE7!+tT$~r!ZcDHnoy4!Mh6xSO(sDcpf3i|~%zs4=Q3I4cU#)yrG`P)YHv`i|z z)}y+?F9;vQ7{MqGl?Rh)SN-QY{nCXe;F_p$sRgU5r5$U_I#7v9x!UU0EgWwMRh zJ7IsYuI?p9md+kL*I~q&=7p9^KjNM^pfRxp9vkZ4;HNRJOb6A+@dWORjf+Z%@~N6i z&7)KN?WOGKcK*AhyP~`K3#9?RJpcXDLu`h$lr5E3!8-OFY-gw8wDU4tj=t=2$4M#B zRBA8rLg_KrYX50JPj)u-w{~XvySci>>2F}ORM z(2ndtIdVZFxhr6{=}p9z5m%6Kk7hyww^fF|tgyLTBfV0Q*r>HtyePgzm3U_7Ek=Xn(rTU2?if#WG#2O`Mm|Oe0BSDY%Db|v&>JLoBWt@wRyF}lbmES>Lo8mda)X{iZiMr$w`S=h5<=z^A%`g zs-4i>LS)jL6p@K!B~hW5TNX%e?(sO8j+lb%RU$LkyM?@l} z9+#>uH%7JM!#KoM@!$#fOgsi4k!MhoP>JlB9-7`N66+;3QXcLqpT3lSeDN zAr#F&_!Z;Ow`SeHtzYlK?SuFB89VynU!HjO&jnJIdB@hWO<8Tpr+Fna7Sud*EcokM z^0DQ?iyoGe`Ru6sUmrR4ojIl@%jewPD?NRDtgOOKMGNGyBnKmJNNH|!+TFu_IVT&w8*HU+>@N0|m zt&5!cuNJluF&ec8<9TT?Rx<9`@z<|H3O3=HCnB^cm=w_Y&3Qaeb6mrn;$U~;!QPs; z*L3A~YNnZAkiIpm4M45p!-qJPHp)*6WharHy`8kkIni0-WKN@B))AfPtHr*$LWl4O za8FVSt9w}RP`egB=9B{hwS-{k5kB6OC`1WJti0&($Y9M!?*{*xc=+}mv(D_5s%m$A z9;|(KIWd06dexR6+%x>J@|_FxUO?)qe6IOh;Eq&@G=;`2S(j=^GZYyXYZhx)8V(t* z81%BCw}EmDG%@1V${HyOBTkIHWGY2bDrpIozLRz6OODczQB)&luWy{yTSH1TD>axW zBw(b0##uutSwS~YN=1oPmU>Gx4gJTJ7*t%5B=jK{Rp^Vhgnh_K;`;;wE=&09AMTiH zSI$jeRg64#ib7wo9L&hJpUbs2A_%(Dm7yQQA2|q@u`xEwP+Ue3e~(b{67YoelJu|# zm`-TNy0<BNw7Gzkn zY#FX@aJ#je?RHll46^3g2DvP2G;7S1adf~{YUGtpZ!l<$CbQWPWw+VHe;{z-sh3?L zflC(DV6zGuC~%-pi18Oi$1sWza7h}C$Ki@{I9xV^R_k%tFlnc7jsd-v8uiRz*XfDMLhV|e-7bf}qRgn#C>vOm z!N5?_8Kcy0G#U(`Np%nhN|9^`7^tC=41Gn`t<)XTF*!4O81GdkODb4K5$LBA)PaZKq&+7G6i_Q| zsqfY0flqCp^r`e0TdcM6`Y5l6nf%{5_f8VTw(tG_Bh0ll zQ6>;WAd|xlX%07}5r_fk!q+(A2{2ePpnmG`xbn$zt;95BOuxhOvZBc|aOvA4BTVJ# z%)Nnv$vK&A%$LlMGj|L$FTN7rHnQ-`bBu9P{o?!#`6&TZ4)fk_;8qj*?H;>@45-m; z3(duI#JLhHi$;lghQlm_F(=8KD9a^z1)(w-pM$wZ#T=*_PA)V0LzrAdVobsvF!gT{ z2T6q@hJ1l%jB-Bkg8U-hPhO^n_eXM(P%B12#m_f2gAwktU}WHzAg`HBrJzn0f(J`i zJ)0Ju>2Fd_DqoH*yf)dw6eTpKub)sG=&5OhB;7%$>pc=vSP;gZ0z#_~_JdywG}WxT zdOWp(%*a?M$SG$&Up)8Af8l&z{$dsT)G+%@`~2sg`%>s6YbAAK%QO=b6Yb?!{do9~7qZY$<%P!037S>|%v+e`T4C+GyLRfWKW#z0s`}pnCzyJk3S}s(aCH889eQWJ2h3a`=yvH{LqMNYN0mJ zzxq(Awmow-Z0BxXb$WSFo8g! zzs`TTzb~*Yz&ARYTur_!Tvzy7#a8oG)>hXwzV%|axy#z?>h&ECyk|P@KJNWLjz75n z;Qc7?L|`=FRSh-P8fUGc*%~oiVO?zKFdWbOGxvpJQgSRD&!AjC=pQ-9Z!vm`j~TII zj2PD%w-`BN8r$kn9UEkr!x+4Y9e6iBjky4B#x0n|-uyWYdPq#NX`wPgcGBq{KXJaB zZDB3)k$T#wzW~I@297~KlcS)b!crFeg7FZKNly+Z_pIC1AIbdb<(D=vp%vfW`0Nh` zHa=@OH1g+rTkd@=mH9mL%kSgwzOv%3H(x*Y>YE^ei$_nfp8?nV(3_Dtk_iX=GaNJA z%N)zxYaMIdk1&t051V%?JAEe6?3LFuady37z|?2nVt&H3UwU5NZ!)<|x0^mICIb(GS4&{>YereE1Bi;Qs**%C(~|- zNo~%x{=>Y@97^ zFMdThDtsu63LL>*i@*xr{Lo^Zu@;hz1RD9?bdq{MaznIfAG}xn;yOWAMZZ@_;$>GbIEkZ^2Kb%{>E!RdG+`k zM*wFFKpOLbvvL4uA4J*%$e+WkU|S8X(h6gY-C#&aF{7v;1uIOc{XN4M&a*yYvc1te z*+1RB&^O(`#JDdc|9Sb4aOC77 zrN6TBY=0&77)SK5p{9}kCOz^-H=X*ES!UA~NS#6fbt7>BjoahdYYtWY@!%(!&$090 z-^CXEYO*8!rjG2vdq8*>jPNx8`Cn)+%nk8CL>hCCLn3 zN8(6;uRsoo80L^D*uC4gJAAinykbr6v?)tx9zDuFe0Tqb(CjPi--YD?Ae(o+S0Ec(3E z=63Np2bev>WqyZ1HJGBJTB^Ucpu^}GBHVRDWV*rcx5~2${U+I!Qx~k0gC5T@H&)yc z_geQBH|I`UaS#;-ieIrFwSH(FwQ>P#v$X}ZqPMatT|fj9?06!OXULLJKUpR@OJZbC z>XB(DwUvo}&|+>93P9)1QY|EnNT$0!yH`3f(ywEeamtMJ4R?4fc;oJ0pYDC@TQ6Pr zMC{i)e*F7~p15K2Q_o$u>8Y!HOM+9{S2ygw3pc(0AjWq;xaG_Be>uA88MflB!>_#Y zvsZrx)ZdB_dy1~a>^X>BBy>8*9SU;w>@4<>nWHi8#cprNE!s>rCu_jS>Nf~ZqihOF zk-Dj&Q3)TGu(XIS-MB+jL%Ut4T}+>AhikWM)Wx|NXHef(hs>wR`4$y0djfH2QO=yj z9{unG-MOheqn+_+(&j+oF;jN4@D?Fx;Z3>NECQn;;uhSDDqFQpcP)V3R%D}C;d5+T zhi^Q*@ka}W2R1DJRufEvf4Z-A=l4dgWggvn{jz&*7<$pICb|S7TU zYl*1HxmdCYxkw`dIrvnUgS8U{WG#(EZQnke=_;HWXqY-&H~oQm+$V3nb?*9yEc5Q; z)|}sQWMMneZh(LGFLX!$jfhX+SMsYR)@uGw!&#nP!4ArdomU-n0pRpLdns8EI6Vw^ zyMZRq6@t@|TOoz#I0MHwNOJ%?{3Q7*d5|5DkFy`~!V^3$;!A{}80M!*&E^*KDsB~j zm9R>>fg3VBB)!W2EB8zOB>#!a! zCt{#4`E^XuXhbqcUJ!366yX*rQmOso+XhpQF^HHT*nJ56kQU%KugUzIf;k=Ic&AIn z{n@o*-I<5!*&QaX9hcqXrzazU0%8+OuiCMMh%8m*g(WdBuZe8m@698-`0wmh>1|Je ze)xdy*7hUaz30JeFQA*9dtK!A!Cr;#{lkrZGtt`~V|KR}>#+m&_c<&&UC^4-*+ef; z>g-+*Dg1{$xmtGIx{4aBG%$eroBYV1_aiv<^2Wla-a4R8r-eq$43CxMf(6fdS3Pm%vO^ zgkC*}B=GB}8_l2@PjV-v-?%?k4euJxs*GDyizH93DzR))zMs$W8$kpyU*z*D^06Q$ zzaGg1K^85+ZS?3=>wZsgTQ1H8DB?v-T~QDpLzvjhOaKvXVUf2ucmQwOH!i5)BaECR zp&@5lN9Y0&xCJyUq*-Gnn_Jtg)77QP=_qlUY`NHO&dI7vdZ3IPMWI^^ZW={Sbtavh zCu+|}r#!KK;{$;kU;D=&?kiezS>HblU)6ra&5c~i{fn+$ch#X?&ySQc-|xP*@&277 z4={T-ZCd>Bw@2R7=aJt6wp{3qh{M404(2K4fbtRhJI87Etb^x>%uWUb4k`FS<(TJ$ zXVk-~qSNAZ*j)#Ec_2KLr*o$2 zF75<`ZGCLu{k4xSR^;J|4RcdZawQM!n$@>($_*na=Jwv6>G!=cLZS_4f<0UcI58tH z`bnhKF34Wf9Dc62l3yiu@^MiNDUJ3z3aowX9xFgy?yV#+qUjy9JutJjhWw!y!q)ja6UG_@%kHY z{rvUUpy{odI9C98v4fR&H1Y$JGD*2qS)g#u>TZ<@sO6@jyeT)l{xiXqcWSD zudG%+Hh!9yQH(YVcn-u_=Uw2eBa65An2Z%UBCnOV$ef(Ujyk5!9z^JC-Sq&t>-g*Z zb#1piJkecuWQEL?U^ot8Gtg-1N+o>C~P~-0<=@ zmn^w^^ufn7=kL0rapXL^^UWi#zx(=YzXE*C&BWOgfG-94(T^h!8ktI_!gC3;fEhCJ z%{k591>SA>JMs-7M<};Bf2Lz*E;#eKZH~6wwfS4}-{If2|Cay6^m~s|&J>y|bHYr$ zX&y7%w3>-C@0ot>`N;K&_qVxUGFHr)oj&k8ExZ%lDP(b5>Jafdtyr-}tZS`XteiD% z`x>t^FaH8NS2J?YG+m4z)Q@etlRj0qY%g#*t12E?@p9(##M?Liy#KM0f@e3Sp4hc< z;PFhH5iePUtFf>nbITL=d@+N4?#(xU_D}Ep@}Gz`aT}ORuL5>#=$6POH4dzBxQGjJ zGq`132bbn}$tFsoWOmpjGh#(-q-=m>scf5w#X{AA9ZaF^uUe`0IY-8<)RRi&5lbdU?HZy=lF9xMaB0O7@kD%cmBvmRA|u zOWMoQMd{)##ov*?XS%QKfvWp!cgjzj9xvTlwy)&pC9XWOTyM`0uNF&#CYkf8B{`h2 zI?qQOBY(i#>}~O0>)qu&>gBE8fH&d&(8~q9_j(!ci_8k}_!04+6cQ_^;A3DVVFfcJ zFnpiW6`}#+`4(FU;jQ?^WDrYIQWVx$&Z3qKq)t|n(4`2L0D)O&IfRrNIwBpe}F%^b~ zkQ;3|h-4C6TtbZL!;$F#Z1IAJV=~K_MJ`3Ew923=S))}cM1|OF51R0(AkLCztrhx& zEy6Z|Lomne5OxcPg<}FQ9AefZ51zWGLlYMI`UUXnP7*EfSu=fWj-5CZG?J*bvNGt_ z)}F{pfvtg_k)=EFjN-eZX<+9jgOxxX9=+1oW?vd{-tn!hu z+yYW_g8r(<%LkE{E=L&k<)WmS( z!*1+eIG%Z^sk@c}IaN9Rp90lNNc$+}6*s)&*z=x^~+X z)(AosfYyDHgdrQz8#P3FRKnA6)sj& zIVzJ%_&U!b4M$I-j;AJ9kgd2~jul9567AeUT*$kDVG1fGo{Vt0iM5ik^G zaI%7u?35%Ku?+ZAbax;8FeGbR^}HZUEW(Bw6E+o!kw^r5c1AjYbN5HUEno})MI@Dp z;6mf?|CNTL`@AEqBdtEqXD3_rgLGrgmo0ozJS_=%Zk@0LS&7DW&K=<8{3z4?5XYM&2cIi>?FJ5Uyiqb*M7x3m1vB`_~SdHbLF^HQ17R))&VrIs>lslCQI z4K>&Y#oNUP*#}Hd;-{FWj8B;Mqv!cUmVXAX_&waRwefUoppw;vB z@fkWt*y#1Y5uQQbRYX2p^*z`Hy93Lv8aAsYm3e9O1j6vKj2;_CwN}-BVD!Y;Vct~> zc88XMOD>Kc+ar+ksE|;wY{Bk2y3Zkwp4cO(TB=Gzm!$IjG*tsxk6}x(72le9=r@m7`>TTcewFz)zU%$tjhRoFGMqU# zr}px?^BL2~zu@_+GOa{=6=asMe+2sZ@Ya1+Kem!y?DU7roGY!nWHw@s07BKW+K@sn zf=RNw%pQBGvD8#*o@$zEuD3j7GnU!Q9CKZ(?5iBBa^m*5Bc3zFZ!{0tu5(_ObDQ~_ zw!7_jJMMHoC_iO2L(?vJ<{oO`tG> zM%igJ$_~5TWHR!s-)lvF#n06EU-2{k15ERNt0Q8MI1ez(BgSTX#Lir6f5pz&58%t6 zx8g!HD_16u>{itniKwPpQ;UgRY#OBzI+yROvBF@P=HXm*Gbj(AR~aG4Jb|j@AcjXd zbJ9y*+4GstqkKjo~(FlKsw z`hI0$pz@>PO!xHS+RZCNna-z`vf|tg);z9kRUivAfCA>%T-K0Ptn`bRqVqk@*0WGi6eZ62@V99-ht27UxMV${M_! zSuU=Y7AxJjjcEfHhoVFM&X(Zo>@h*g0Py&sTr8KLOE+8U0zVJ$%)01>}OFstvF<7S`(~VKx0#GbR zDzy_-{jEq3klJ64OGM(&XlM}$lHl7){X)1!8T4?}|c02V#Zdejs zxtEgZey^J({Usv1!i*C>KG(Pe*VSXbNQ=>#T33)$#_UX8m1$wyM}CqRT8}@yj}`g* z21l;BUU~#vpJnWSGOP7>KmJ=}&316ln9qgJ9n6QqhYsebaMZ!PBD~^Yb_u&2%ywbB zgSl6@*TLK<+~{D=i|3t8x7h7uR*S2hj7c;(8K*-O+$O6LvDR}I_8em|GuYH*Mor{x zCyOIBj)ZWNa4&fL*fGu7WHFnXV5*L|eId&L7N&_!3`R{XdoP0-uZO(mP77!!ZwUa` znY{3cLa3Pp41K0t@WKG?odLuu@{h#pCI^Sn?n0mjass1;XNHH29F z4_Syi^41S-Z(3YF+kN$w;}CFqH~R^`)bI=Aw@Fn<#9cf?0UCMAAD zWLAhVFe^nY8d)ShBajj2W55D~ji?DDhHXMH$Wnx80I2EvLt_J^Z$d!LBNJaWhq6N< zVO4{tiuxerg^6h%iK?C%LF!} zb(U%!HlYs7HXSze!~AI-wxBhZv-Fqa$-kSdOLZ8`bnAcUFoOj9bRA|EW6%W^b?`cMpYpeSmCyNaHM&vMj7;e{|g^ui~t=TgxO_?85i zT%(X4r#Vze>4x&v0L`T7(f`kyYQ}n|qGj-;8x4%*NkQ5?xNGfAMq&7?MU!-B3Qe63 zCA#6h6v}i$AJVkcQm8KlpCsA{*LK>6UU(KmJ!3sdLc1#Dis~(C`Qv~g6-touq{d!U zMOz_HqO_$py{;&vXeE1SjbsE}(EA=*V;r8OY3?rC7QuR2Zy`lT*hb5y>GNJ%3%Qd% zC1@Yw`dIpC-K0ltv{xzG8hJwUx6`}U{{h;XN?VxNt2nJc4bOY&_d!~Bm)?3z&zqoi zX>DiIyJ_8N9V2bh9XBu?`W&~M{ZO;L{RroH=mp2$j0 zYHTdzSr4smypANavqA4|RL6fCt0TuT5`b9j#%2V!HhT-i)DsNY7$+fd1-lc7z?2w^hmm zn<#Eml<(4%8l7WQCwTRP>$2m=Fy`5sK zk4nkV*eJ4Xlk$V~d6Z%zskcF7NW)^9me2M$TYDenp&qJ3vwf?+NUt_tKsBQ8Iw}7X z>NcX4dV5)2OLXNlxT@gcETl9@QhCtisC+_Q3xTi4zx{~vc~Y1A9$Nc`F&h8B>U@nZ zow_EB>H2M4PieKTfcZd0i)nckmC*JU!nFn3?x38T#Tenu6vcLzURyO<1o@W3>@gcY zGhjpnZh=%%el}dMpy{(9Wf@$F49o#6&Vs*%G<7*L)Aw}Bbd+&j4!=5wX4ADEYn1EL zX*(_p7vo2p^AdoAB;}4Snmaq5tme=1(>nTe2=Wh%wb?eNLp9tD(6ZyYFQ!We(NN?1 zTGJD8T{ow6-O)*FiH+%Ag4D6ogItrE2QC)~BP4i#O z6&JUh)uBXNMyW*;g;u+DY^QWx_1D_2ro7)fL7xv@M2nbi%}kUWZI+1A9`#Yol6fmm zi@>Sx3`UWZe zH&AL$)FxRyJf1TFc{M#VKrv40?;0DA)~|`&-J@%64gZ={_38XEuHi4_p}#evasHS` z$9^&8vNj%>+hV#UsEtOmE88eld%r@1SycI zWHP4P8W+yU+4?S~qlT?<%eal!d9fU4DHi<-t~>rmy&cE$#VuTDS6tYmm~JhnVTR1s zKxUcgkU9yGxp5i_p$3=_Rk%)uZk3njjdYQDcVPY`G(mCnI2zR+gDxUOwUpO#V$t<9l} zbUQ1dTku3awV5JS$=+{LlJbL-Y4QTQzV^Qw>3ARYT{VYblp# z_C)nq&i~yO2B{68<&FKXw32;R^A&y^t9$uSU#uhA7E_;Amv_a~g^Auo8j{o*iDX|Q z8BNC%y=q@~TeUhfnvVXROf{r3by=c&fTX0ayVQ&2`*Er)#=^c>e6^;S30FG zjiqAAjj{F_iQaUqhg6arQd3bV1nKb(wLO-KclK7P)06RNx7r4|qH%cGlSszYu7RFt zZ#Wzq|))Wl$!2}_Nwq~NKJI8acHG48EcQV#Zsw6GNnd)+tn!4KhV~t z#`UV=y=r=(H>M88(_K(J2C0d5QkuZsQD_6oN1-#>wDe%CHyw{b?lu4hl0(%hMM+{~ zEE$F2rIWE}x(6PS0&N2@#1v^PmFR$O(k^ribaw+t`wGqXB%qOaZ~H(hO^2FF4|T^T zVuBDSMOuj^d*Zz`M>4Sis*OVb+XkSaUfQ$vc(gM?o)31#VT4_=?moasLhX!ijL{5~ z%2Bl&(4qFk0C&CdHpm|B>x%&zd)s2rh=%SsL6#cZ1cT{`bq}d9wiFP#o7B-0@22QY z>wJ^a+iQao>tgCaD%P%HGuA&qIy=xt@UM0xV8~D-3@V+D_jZz@Cu2bObgGJwDFrB_ zd<0*6qMgy};=NFHEZtV6Aq|SR$5VaX(IL_VDcu_zO!Y9E>_msW8?bki0}^ zGTPTQMB5?EPw=#ENF7QHkdkeLL!oyAz3r6yfG2>VC|?6l#DSY3d$cndixKXvR#!o> zt|+ihVjU4ZD4D*XGXz_Mgau=>a=GS-#`-sk|_kN1m^J<%DXStwhKl>>4D$FCbm zL)FmD1W4h80hOk*odV_`L&aEO!lCNMX!k&L9dKnd1za_;bhWyom-6{gb`&rsoj4#8 zQ8m>UYm0Zp+b$lt3Rvu=97@VY+uP%W#=tpAs<^61a+2bfYJ{(Jsyp5jCj){;XuiQj zazjdEY|6tlF);`{GqA2Zp6Vj)KwTQTdw{v2|3Ip~Ays2|9YYs3MDa1NV|;K#^BVD(<4;lYBtQ7-)_5akV%$M(7q*#%<|w z8k2!V^ZHW>%(TbE1m9Ztf?6s9IWoi622|bGf^gD>da(xkl+GD5IO}lElsQg z30(v_D*+0=iU?^k-WHFl%c4{^QZQppoAOucuIWnmbl3Exd!s$Enx53PQKBcRN#cLA zz+kK!Qe%I=2>Di{sgqi}`=gX+ENK7JPw6wDi zvwPT=*;n9mkUhjcJE5*9H4L)fe?#kzUC>tSg4$?(Ts}9MTa3K}j4n;sExO0HZSApb z+t_2i{#|wB)8L9^;B0^s?*h}>cX>D@6;Y$h!v)zcv;kH zbry+^JG*bP=;9zr6oaH?ZUPtLTTdr1m+JqnImq_^PjirvnUVc}kr>oToQe!$K=i-i z6OG*xW)!2Q4WC`7bzdb|z5-b_z64*!H1xc^VxL|`XUiW*n~WyFIw)YZqkO z{ZkU-$NlD zOnJAlt$wM^5}2Lc%C7+804r`hk?K^aq-D9gg|`-SVz~+WWL^G3;b9VxOT!S59Up^> z8r__-tLYR{x@(Y9$q}L|roY(pK&z_5^}4_{DJRT!5|}2zsTfHLs^m#L9$ybibs&*N zf@ES#`M~gk%2O8ZScvyVqc?qnFMmbbyo-iqJ$mBYG9UmqMBGM_H}oV>japA@`%iq` zo2-Mk&D8CI^Kh(Cl=vZLD#<5Wcsm;=srT*x@_1qe9N#Y-?^2tU->-`Huh0Kp3GDy> zDuI!ZnT?r|?f(;gWMpS#W&K}j<*EzHT}5@CLHlIW%WG`?Pe;S^Rq%CuOfVv3fCSgi zx;(G}t00L*VrZi=2~0RMFflZ!f`Xtzaw}0FylfygTg-dpE+ss)rI-U^N&=Qc5b5U% z=ZmX^eTG~2&1c@X$5+^3yXs4Jxw1?7`66ct3NhlZ+mK>H0Z-AGBH!y=C^w*BJP^pX z21CK5j~SzvZjg8!xO_a$5?|XXl74<+AmoZ)f2mK@=rf&Yp0<2`G5d*ScvWP_j<;Oj z;{}l53t%dS!1d8XbOk(e1`DdP%CaxfbUo|*VnQZtY-+FW2db7N06~=-cp0(8WnX%K z1t+3sBZL~t1FdHauov{nWARA~p?ZrK*2Vi2PhN@D_)&Ro(Z<@%mh*%1t~5kcnm zl^O6}v+lZ(?s!=?7J@#Q5%C2vLm7bjLhbSTn|{lPjtXb6Bf0KkHmq{s`T?<9BJ`n^ z!XUB{b0A))nD&BScE~5eHT>Z|*9G z=E1+xoHfKD+zPtdEB&@LWj4e)w?oC@HH(+)uNyJ?h8|o%l2^WBb$EjzA2=C5ZjGEf z%^OW3+Li`g0&)*6n;6JcLvPhoXoLP zH0EtQZuEL*t`N+Uv(+p>h9Sm2He4xbaR0(4(!(4+7&*R-W5~o0tUFE9Wurfno{@)T zV2<1Cd?t}FB!gWFFoRgnpuP%_1>^?A4-_DUw}PDqJ7EU#+BcYz@I+q;gb{y0s=d*Q zSXRb|d{Ot^)ri{fr_(=pmm0IVcZ*u1_XJDeR^aZ5Eq?x6k)LD-_@WIrfqHbTMGE%N ziQ5+-uo1B^yes%&KX49zQZN<0NFH7Z@ruGKlw^QR>qJnq6n%K(M%nX9{j>@GpX`P5 z-+{Nl{ZW(P^tU|90dY+rpzQ+>y!(j362Zcd7k|2ml1Unw@E31_KKOX_7|k?n>p%3{ zh`OeoTz)s`WPs?wR4lP72i>m_i4ejr^MI{XFkpIQ_?b3jn_LWWvrW*ZuINrWdE!ra z-LqyZmCu!+TFW^UX25S+AZQAuXpf5D0>%AWgk19}R2h-);?B2}ZID{=|8_!O5WVheq^sGbm~X18lQ*bgc(o!^P`D z$p%PuC`b)yC<-o*rEkf>*NYCt7G2U>QG6Uw@eh4@r49y*L=s&+<)j6+lU?VBvcJ%} zQ6);|M;L;>e7U z*3a~3ceg_oDAo;_1k<*lW=bT*BC3_d^yma1=2< z5nmuc+4%OMKJU#1rgbuZRi z$L}D^=D|%;-Ja8rM<-deV0Ss&ADyJ~NpxfKSH&J4RHj}q6*t~?eJ+u%l~2=oOX6w= z8ZpK$u~$C2U(yczuW%aNU&9x-MCoPK7b3yV!7R83{+i;?FnGC6tztd%oi}SWQ%{!| z+xM3%*3Z@p(+`~mYX@tA4|10q%G@cM!^=r-^d`QB?}cszDb@_)Rc0?vx{EU}b6B15 z{-#LPJvatzvG4F3>T6u6&AaWwe*5kdgI5Z)zVH{b&jJQ%^K^0{5tZbTF!95#m1mVZ z>KY^OCE+^*z>G*|SK$QygfZyo=DLPVxx$@SFvW3AlFWO2lN~G$XguUsp~&deYzSOG zKB`f?)vpp;O703U=>vHKpZgx!P88F3F0ll=uY<-LyeDfPjYWNwP#pZjLA}O*Aq3Sv z>k{4zlitliW(*#|aFic_`0f0iVP9MNX}Jhm_0s&G&LF}U4QcnfE)?AgzLcBelD6I49y<%&h z3a>zumSf)%!q$3c{7TgU$X8tuYKF993qBxmmd38tM4(Re=mw?0A3jk1hQX}Rw`@Uy z5nv;&AuZf{aP7kR={uF*vUif&UI+rYx1fM#}^SfHa@9hrc> zek@94-{bcg=rM?T4n2v=|A}yChy(($?0^N-PiT z)<#aohDAB2ow9QldEM=9HPAM>Gpa*!AgdmYc*5NJ4eOB*sI~Iry(4NxLrV63$GVZo zgbFz@{)teCCX9^QBN{9V?-ApOtOeWq)z3e)XU`q`NxbjsO0O@FH?kgr`A#6t5q?|N zQp3-n)3dZqFzDCo??wfZ%8*axPA(Im_rMRDu`jC;wlJ3m*$+%3da^og zIZt-uzSAaO8MOLsJmUxKh&kVefL8mGSHzAVKJX1;Ur3OOHT;w^{(SPSh4Zb|3!oEB zpZMH?7IugC3He$H%*FM`k-#|KL2nHWc+;K!d_}DGVwGF%PHfRb=ATSK>PM~BTaSHY z0^fd-K6uO9cG%SU?8}1Coi*M411k7|`iey7GxE6$500H`MD_8B{&OE+R}aJjA1;}Gn6wn(Yrv8RD_$jx(f9C|&yLW8t7*sI)rh6lEYZshyDRuu+_qi=oUjn7SGs<#K!%n+-CgUzny zYZv49H)yNtwvapCUekArOWp4Q%iw^eh?l$0z2S!QBKHw*oMqt0O3>C@Vu2T$N@4ek zYhUb*e0&*X$(!w}JHA4csqg}>eIZZ`S9N;F37PY}CN)IB_JWy+3D%y}m6nc2Dd%hU5(;_e?v z75SA9({pmxUQ_-9v^(^{7U{6LT(Q>Bt%nSq^tV9hId4IKU+8Y4BW2)1U(k2hR3BJq z5(fe;p=)Bdq_BvrY(jiZDZLWAd3jJ`$Uxn240IUUe(XJiJ)JrEY*JnNY2+KE8x#Um z0P_`OYHF@>jCw z=T*H!0Zy6Nlmp`|9uc{;u(6^;T#x8%`js*1!yi`m!xEZAvO#3qh=x@fVVVURb`3U- z=8-uLS#5o7du zI+i-NIu<%cT_bO`PgGV}E_qM>PiPk#%LB`CmEW~TtC!7n&5l|jHnBF_>htRVYQ%Di z&BAo^F%Dr!=nl0porrFPzCt81r06#t4W2^aFnG2ayd1s0wl=QLp50d|7H7wKSEO7M zgb#T)1FEjXDOr42Wa`#OeOC!0KKBYXbrG*#nuBk{aeeB6u$%FVKDo35{(aS}Xj3vbm} zayoKI*>t+Uaj$Njak{9iTE_Fq^@8DbgXLu}pK+4gh|xp3=5$o+6qt3A#1Jbyxx^UO zq3mQh=%2#Sq}%i;=y(s!Wjt*wo^--@&0F7vDz=*o63RRQ^?^_qAv8VQGA7Cp$8OiU z+Zu9gW^ZFJW3O{#Nc0QMG5}H$M$-l{YUe-WoAdemesx`a-Q!ANn!T0P!S2Gp^vU46 zv(WX|%j2cqR{e#+pMLxoAAf;&`Hl;Be`t^1N>k@WT94h0X1Lu9QKhi?S^Lq=RNfX~ zt+3ih@2~UL>)P`Sn{WHwf;gWJ-0c|~`FqCQ!fT#k$T!QU@_WeuAD(mJtw>))Hp&`> zST?3B@u$dsL@SCSg^+yw!8gy>)Ll)ipT~z2xywh>0X?qY7l$S1*ZJK@+zpqmz4zr^ z=Rr{H2wn?rT+C%O55cS3z=Qj|mu`pbd%kPbGtkxN`qaAYI(w766~VIY(C0;?X>_9+ za6w>|4wK>T4Am(=D(0;(`i;zangW#HEtw2z>X+P14rFUfILZ)}A?NQ z0TLmY_9wPhi0S^GTB#if>OC?Jpq)P9T9EEAzX48n(A+@wT~>E&Q(>^mASrj4>|3r* zsQ;0M#0^wtfY=Tium}ADcG}CU#pm3>hJDA~i&0Amk?ITnO7wWDnm`dP&EH1`)X z4<(;G3%Nzx3|{Mk`~q#!&*g_e7(mv5mEKbWV0VXf8I!cdDG(zjNZ13lkCE4BY|7*N zHk}$2Qt%C?0TRSVi*89iMDR)Cl57s4>T`G`UE^~OsqR@` zVU}sw*JRfvxIbXUC1L)^KL5BoG#qly3w}ucT9bZG5HKVZB*kpsy&(+_PW(Ll1x2!F z496*vOFR>hG=^%Er$cS*e^WBbEyvAjVE1{?sW zU*LK1H=}><={GCBWVk-BLPlq;Ql{zoWMeO@(D5V~*&ss*|Qss)BRShZhsk8Tg&AgK0_JEGh4NC-tp zPX9tbok7cObgeoEWhZ6l?@lV*{-(EFdli5LKm^cnTWqh%LE=sE5%m@ImE|ixGe>Y5 z_ek-^{27v4f??jWO9FuQZS6qJUNqW2*k`+ga_9j3Z57_6;v?gW=@_S*qrFDous7Q# z;UnRr<_mkD)O8@ZUVs=3+JD%GF)RTT0ullBfJi_&AQR9I2nGBDqym}&vF;My>O3^~ zNINLszq{#u3GvbRQNKew7RC2R_8snm0TF;QK*lQBm(GXwhY$~yFV&YY51B7nE_x4o z4^j`>O!zly56VpBH}W^FFMTeGAE91+(tg~&{Qk^7{g2Wk@MS35x)9SImOHxc@P;Dy zWq`UqR_7>R3o<#BaL5G(rxN$v>Vi$emoD}og@OpmfehFBAzvCWcH|*aIGP=JA=(K0<=&VlHeP#XJrdG z{}+fMQ29dvdMfT!s_;ayiiLN;+baYpc3_~e&_I98zwpu0)ASz(fQTpp<0dj#ITtsjB?)HT?CE_19XUq!gVz=(JTR46vSiRpB*3u&IJ^WFV+<6{+rf|DN&Gmev@7V0vSbyPp zxOBqvdb#4azkS8v((^t$QvZ>Vd}81BzPNIO@A3jbcD}5<@N>NF?Zo;#-rb?(dB3e4 zH5~k(&hN`h^Og;#5$yzKPnGA<%Ds#MrqF*SaFVi;a#Fb2`VH`raSfx#tLdkuqmW6A zJTxq%9HWSsyEi8nMJpDpiIfV!RA6@@NA(+O*XTBP>N+Xo+Xr~7yQeD(*Qs@7_Jna- zbSKvL0&?7r(`~^E)%NS}91()k0ojYFZG^h61mkgO+@q6YWD+$~ar7x$W*oc$3l|($ zag9TPz>WcBzx7;`9NT(zTJy_`^LYruHm)w1>3p*nC|JQ<-vPvDQOO&adOcZ~BZzVe zMt!AQsLo&J$=pnQJ-v8Hc{4QjFw4N=#U1XBl7ha;LrR&M`{W0|_su$pd@H#bG8%e0 zs)wtvPL>^6>!YT?)h0TWxwMv@G4)+N>h(;#ix1wATXrc;xB?Ru?YcMIA0!us)Ny&- zwZ|gAx)g<^1IEZ2R#H>Z>N}hqCBJoHyi!y5F)5|1LXK!dNdecd*H5pC$!s0D z%ahk+Rx6WVIS*hoq+es|wFvmxy33D-9bsjSqj3Jw)HjNXt-pA-6V?mZW~d?CIh=?M zrE%RCxrGT$B#T}lxpErn%Uh1y3dirSZUF`S-aFaJvwwbah-_dkH zOV={Hc&DF5#8*;a9hdF@&foaq7m$si&*W(kp);pa_t9dp>CKwwudk6W-XuDZ3Z^Vq zVv*YIN>5&SVQff4=5H|{`exxNquv50C$l4TEZ9)+O}VFes?+dQ|0i5=L9w{UIq{dH zo${aN8GZ`St%h0_LO=McyV3{lOCfvxrKv^N7`&;A{3C? z^$7JQBJCsC#-5Lt>r+v*8Db^nfUIh)@*5ZRI!r*Q_wo#ttqDhn`4X@H__;S8)+<+V z_16$2>SjOasYt#8MP(QnBA_wrHM#~yg(?>t9np$Evlfunm6*7t+@V2#fEVI z+HFe{7`Q_le^as9Z;_6^WW{WZ-j#yIx5MTrn!ure^%hfM48fhnCS%%cWqSczX zhSYxRA?s|okWXlkbBM7%55bs_!rGLB%^?}wFEB6m%^ho$rFJq|wwS_KUqDzn9-aoU z&+T`MI}yE&RaPxAlm0we44Csslw2-QO46(Jb1<|LP5SAY3@o&mndps$U@Y#_x*@z3 z@f5PHSmz-jweSYi^ThC2%c1z26A^+z%+JtBfl#~#t8v{VtJrJR2>PiR>w&@?S!G-F zgd{Kdvye%Ml-N5z)Ep*@R~U%^6{U4qMVb6=*_*Ix=HGP!efH= zMWd2>Sx6(o1LOOLHwpcQv<1@^9=GR3w%-*VMzpM^h>$i0qKaD~wL8rCp2pSF>> zpwe%x3T2cm1sY~{_~%UeQ8av*=quD6aUa8iVvxues1C}3!lvIUGJ{VzY`}cbOXUNa zx7RU~PdqOqA$(&4I34PmjaIm0odx!@7%sVGpXCAQ4Wk`}IN|AxO^dYI)~*GP3F3O> z4$>!^t!XGd=)wDR;BRoY@IN(;>JRLK3leMa6m3KCxt<2oa zZrS)M$MS44yQBx$N4fY}k5>INOK;Nv8AdO}OUR4UayG_^oRuIa!-v9J)V!+f-y>$c zCBO1QySE#%$BSDANI@fwXv8!EYf<;q5br#g`|}XLqU~YqEQHL(G{TRH@X5}9XpqRx z+eCP!7K{D^rwGsLF025_e<%qWllE3o*$e75{@a z5k@K0A`!;4+M-}QvP(*XlOJ-F|J&B?kNwYfif~Sr5dRNOkk2R+V*i6_vUx>fJhJ(= z;AmtfsZmNICnzj3~}~A2>wNC7%jK(6!sQ*puF@4Y4#s6%&xk%(H%Kt#S5RFVz z@jqx2p_bn?1tq`Rp*Zrx!}g@6n%g^;N=p=pP3vvJr4Kd2-2v|4{9?8~0La%yA7l|l z9far~V2&KLLQQhboBphnz>FX>KpCJ5;q|Kp>p;>Insd5f?lFTR;MvBZfHWmFYBhB< z(wi6StkcoLEy~PWFZ~SY^AlVx+F4YlqYA$|V+}0=Isi^kd_BUwvY>fwKUJSm%8qhz zY5y_(H{&^<`QAq=?DB@Cz*o`cKhqo&+ymNjmKE#cdnX2x6Z8$xS$aoETSl^`m zVa+b)m~8{n34${}U&M=P-ww%@#9CM*G(IFgAU;xGl;NS7^pL)8q)ZrJKtiCFa8w2? zxFK#UFv$72YcbE-%5RC_QAWOBKY3#(H9oeqh}HnP@MIm?H0$B<@Q;N42;n`fm@UP= zj?Hn>>StqMt|jx0cw^U8c0_32;$GeeY&b7o}8ekWG$ylHNLb<)OU zM0nx`vUM~!6xyFU_JrhK$w4($%lJa7?kOH@MeQukEQbri0I*zh!jvouA_khqBEg+2 zGBV=2_sp5}8%DpV{hfRxMqa)|ZV{2NDm>%Rtr2g+CnDo%=9Z&Z2H#Br*NWAtTjpb% zWz}N{dm2NZ<<2#pL2on5F!-#M!mWzdNVW&2PK?XOu=KRdg(=xGim906iYfR9RHqEI zjg85bECdGTg5>1coSDohhu%957^|#TDJux}y4lWAYj%qCh9i*49tI^WcIu~J55J5l z*Og~`B$we+4;C7@B;t7`z0^A7ymDMCT^reSaY|yAhRuat`nZDV1WrmG=FXh4b4rW2 zWgrctz!KD81_Q==Y8Sk?}$*`tXQR=L*Y=BojIsfFn&Ot_ezp z-4F?QT&3@fBDh;2Bmc#?#L3W|&wBoAZAgsTT;IQtaz$}8qiSwH8;1v8km3ptW8K0Z zx^C%!+U#btq(?+{cwe7aVhExCQ6&YBgBqus{EiWCdz0w~n4HTGx3Z(l(mLFPQ@NNi z^rI+i9(Jc}`M%5xoa@E+q=7T2Xx6J&mIQz)YjkMj=|x&oaN?Lc{i+uP79RbF1H)uA z;K`I)XAq6bhZ9MX7eaLSa0h{N((np!;!9xY-WoX!{Mf3W^r-wb!ZE{0{dmw9Ex7iv z#fEbdnI;K!KumVW#7>idV9Z7$U7pc^$g^@6Fd0nkRH9>CS57nVt`X{_1Kc)hq~8&16Ba-U%>y4iNJ24nQf`?D7;$8S8Rxrn%AGtn{7Nr_R$+9I72S zvyF8-?!Xv1ndk`X{=nIyZ@4bFd+qpn(H3MKdd=Jq8=>oA=!4w%(i=`rQupAenoA`W zq$lj)69z#k3_5KdJ##rD?M@lhJpZWU&c>Tg9Cg6xQeTG1I$VBs-_Y0MwkYcnOzz!N zN}sLT3x8s!&U%S!$wU=BM+h_r(d(Xk?vJ#8B59~w>RRGo^t%kV1Fx2dS*BUsnM*J7 z)$3d_={qTWXxz4=V=5eeTgF9?m2!u31CT*GN9ICoEIztrFq%jHtbG=j@!GTo z-uaH(YyBkyVQn-kpd3&G+Xzxh&@j_UYp1JNTF+e1Ebd!2YcVMDz}b-6m~V!fP2N0p z0Zo)GKDB0vI`e9!cbO_W&tuWDo4GbS7u_ z3dvMO+FqL!jZc0SWC^1n)NI@XgXW>=n!UKsHuiyCsHu|~q0IMf>QlaDXG$NPm75Ow z*?^5?Oc_10_zpE=(vc6rwrk>pZB5$eP6QKn#*iC6ngnY#3X%(!yI>Et2^Z&{OESU3 zUHeVv4(BTd!#8BZ07Fjv?QGv~u_sOWw28o_0o3hokR{aL2Sl*{f?z(tYfsN3|8@C_ z)fC##gi8-`PdM{XSb~$NAJZzw_0JD{dBC^uPQ_i@{Uag>J@fK)_5o`(9~D2OWcHu& zJe4jOdOAeQ068*IXXqlhJFI5}0WHd~Bz^wBI|dL-1ER)Wc=ssKB*U|G=j8{A87i4N zM9gTmwp|u1Ir7;NQT`dsnGt)u%Mf<^?#mA4PC0L(_G#qmjX7G-;i`6IaQ*zN*XN!C0&Jn7xZJ$-v&Tu8M+ z*awgwuZliSer5+00qoug{Kz0!lH~w9Y3BsHvfSZ0$;MpU!HTX)T>uuLb9X!+dsndwCU8Ko(Ud*7D*`k}mAsu`8B1B0VQlP78@{qsb zGK4FM7ZFJ`B-B4Du_zw?JVIZA%)OinwClMt52q^U`Eu>q)%jLu_#fNiJAVo0jUHh& zZBh3_j15W|a=&p)&`)Lu{gMoMeQyxqVQyebf@^}AFQunri|)Q4W;sUHosfi?Ko(Zxsx5y{KyqHLc7K-Ulk#wuz> zgu!^8B6McOT1J|XR(~4ejQ40-gggr z_ds2fJxGvTlA4WDI>L+*OYeeU)5(xc5RE)QqDACJQ~`-hrYm>|?uQcj0A4y#ZLgu&&_t6c*M_l26 zr~5kc@X=MXEp-}P6A_^y30@t>JP&M<(vhZe zA>xdg1t}3A)96OJt_!@>sKNnxAVIo#kck)V;$6v=B!+8(_&{^G9g5T$(`Y13rglXN06)PK5Zkxm2D{{#7pv6FF<*cJKzMEp zTuJq{$IF}UYVh|pDMVn42{68^OXQl>Dai(V@8LbZ5E}Z|k;d|bIv%wOfe?b%7t=$A zByUILCM=TS4)P8MT~)PuiT0rx^JyZ5Kb!_IFhPaB$O+;k*PMSN>^6PF{>4~XSO0z| z^nM#5>0qf7Oew^4p#f;|Fztyc-Sa10Zw6&Wrnj3_*Au zP*Bnn;rNdq4`o=gCo*P}K-wg5+V2=ywvdgX>i2{EA-C#h*KEwbccsv|*LqNVQT)B> z)?2HIo+%AT=gh?-`QCJZi?MMMik%~*I-J8?>+dF3^Evs2t}`~7g%^bFwF7U-BTjim zi9!8BJ9^CIpEro$XQA>QGhW_ULBJdGXxefyH%y zid_Wav7EOzl#J;Zlb4a*QgRq z0__>PB@}e3AlqM@(t@CB+qAIqB$G9!J_WY#5#ww&`7G^RRt2`a=4Nid|48lCT91FF*pubN=VghLXSkV2Elh2sL{gly@^Ieov~6G6euAj}|4 zgyR{xDOc0Ggs>AUJBDtd4N)i>xrC>obM{gS&i=wCI&f-0eqo3Vc*!MPNKj=6{d@72 z)agIW1!3uVKg*pe_2@jI{^`HK_lbgJ8r3aGT;`Ny+z*!&)kWi4@Y%i5{}Lc6VmegW z$PH?5;5B!UTt{r8x3Ql;jj|VhuwZ}J+RKW#2a+>ZvKSI|1=%j}6nV%Vya*kOgJUyO z8ks9ZeiM4#$4?4AxAprrXwuLmX*dDuR2b6EoA|HJ)K9UYy({^*chpa}3+YCXj$}UOp@AtQN586#CZs zm95!T5U{=@#Sz>!Km?n;iOP+WW*liCT+2`d!~T3ROo=nm#)%H8b<>oXB%y8hi>fRB z7dBrROwEspDJ@Br@i~%ma??{|SAx#fG_S_?u9|Bfhs-8`$T=inSWeFLDq~+P>D6E) zl2DW2urR2CJuw*5A8uR}0yCUkPD7F9a2gp+?Lv*6#>`p;?UGd%LkNhy|>r+_ZwQBCvCft%#E6e z>Bw0$^yaGUwr0xp-{SIgm|O2FyRgba)2CQi&6R?3&8h18l{Z7M2*Kv=_Vl1$zRd_v zQ`3>{Op)L-vy-E;X(V+avV9tk6X2cgzwR z3nmwcy1N5*jT%phFN`EBi4vfj1)kq?egER87IufHYY$~TIFV+zQh8uuIN#_nFR(mmh-gR`N2N0M8_-A%|7=Ki zb@6)DY}g=7HJm^ z;Zuhk43rCg1W0`lKIpiIFs{a6-1mL8F6klfkk=urWH?R1O~^2RUzz)Nn5g_gMZ_#< z3y>1XBB|F*d!GXjoy-!~Y!zIY{;a_wQkx+AlqdV;s*%)_rn*?0^=hMrJ^P|4FpjxQ zBzg=v^-GxFw+WYc^$_iu>AofUW-+>~zu`f&Xsf3^e@G9Ci4>A8Q)q0<2=8z%cK$Jw zhof6ceoF?YUaN;vJ}~R*=5w{6!6P$%i-DeqZq*!p>ENQ_H*C-)7+)AlGl}8tRmVXL zFSunS2M26GP9*mVgm*?A#foAeDJL$l54`gK#u{)W6JOhL$jh2>9NH;%cx??#v7Sp# z(WDtzf&xdFVAyXf^eYdK-G=e#FymYCDtIYwHX$vf;Gq3B9T`7zqE@$Vt4=0G#DgM4 zdQlQ~`;4`+B=Eaz3v1c;ez5O`N~bPBl*QkI0oSGo>0ZlvdU>~Fu};gqU8~u-*+D8> z2uZ9sP019>ldRkL%v<8Yd2OG;@g;b}eR%)#p48*#tnZx8`{YpAo<+mn`jjT=Ps)O=zO^?H9Kvl|L1n{`noL$>dQ_l3HeJ zP;m|;;{;Um9?ghgZEyo9q=A({1>^j~Aj|$^^|qa@Tf*$iOuW8q zoQ}pZCO5NStHtmWCugvXWXJcO*|J|?Tm0s`=S`oMnx1I6oi3BDHc17J8%TI@`upCj zsXRQXX`*cCoIz-vvGr`pAx7bf)ZRRyCb9||DUy(|P*9+7u!0ouA5cTks_hX9mPrcS z-j$Jm3mZp*86A&b*mGFtZe-jY;hRFj?q-SYtS~uo#QKS& z+s5b9cj71EB`|6K`l{>zu=`Mc{)jHEd9Z4ECDI1sewhTL&1qnVF0mw~fx?lDO{YNM zX^{^-<|b0;DQa+6zM!T~)3@lV_S{$JJ~^MFFo&Jgv=^OdWwVek@ty{k#2ZuGhjK)6<+m^U=~E7 z%Wc6R$L5S)CPk99t2j#M%p;v~OEO6x%_Eon6vP5vL))s3bgK!Bv|mG`=z^g9DD^&# zQCL0nD^pej3wiXkD?WVQq!gxMhF%8cI*rQsoJlt0?zK@sU4K08B`KtFua^djjxNfEQtoe$MbawEDT4i?IEWJz3V zj@M;f;W8p>G9ntDjr6Uc8#uOgpWt)Gz(kM)9#=^a`Z@?nku~Gosv3su_?=XMjaQ{R zlW9sb9AN+kfe+olGm^O*a6S3z1EM1$IGHi|s<=)UIQo*Ltl0+i=aO!ClPO7 z5+S(=>=*Hf7mJb~9;*Dg*=_zCNwpKt-*1kdXd*iST!Rud0RcZY(gr6aN%*?p zx}byvg1G2C9$u8U`3J*)bmaZ#)0{X9Fa&MguL*tWHH=V6;_7f`yl7e6#5KR0UXsnV zz7HGE7D}et`TUgSsdAoX@JHNZv!%@LMGT>oQ)=z8_=Q|VZy3hlh_6^nUvLw zQMg3{=a>#J?m^^nNa6IV1=oN1#pKn{+bSln_6N|bcVg`l_OxjGc-!~_P4@h_>ibkI z|LDj*9QUeD@IF<9On4_Rv~>Idr%}Ep)$TO3xG57%Y8YWBGrE_q*rD(6OUxMNJHq|b z*;%zhv)+7(rQY-*Z(SwV=X2qkUB;j5c-^4)gvMF?PIXwqaOd)tA`(RM7m}BjbrLcI zN!PMH&UW5T$m`s*cSP0!|!DC6hu*Q>2A{w72ZBb%#GxTYo?i%sl8i!-0k4!@`F&dr9;f~yU! z7VDj9ODC@B75@j>!lvgi7Qsw+oj}G>%pNLtjwNiKNCvIE!?gk(%SoxIVw+-**Z=-&W75K=85|+0u)OJd1K|`nc@!BKFmoOWN zb(9v0Z9l5EiPqsp&a*L6w@C8pfd|+3UDD2eO3a;(bt8znmulAs!XsYd#GZ|!`1BKb zu|c$9oBJO2>y%c6eU?-Xem})%W3&q_9)ey5S0!`yf5*r!)JHcC%QB%?j2g23e^I!p z$PGFFNKGRHg#+!3-)W3+2=^x>A$swK8>hOf{WaXv-?8V0$K#tcA909r#a%Qf$W5^@ zX6Go{$_z)qWuG-aP9vM+;GK`XAYw>F755~zFgExZuR*nF?K2Nt%^k})alF!G2O})} ziL7$_Q?_IqIo2pvpOv{4K2*XH^0y?u5j7FnN|GIMfPv?!98Bs}WQanYYR1!#W@e1t zrIzJlxNxAx^V~*KpSCoz+mIHK`xE z5Nf;%<3z_p$N`kn(JvmTj;rFN(cSgPOd2cmRls&hwbsX78i5}}>q|-gA2OFS$HtgW z4Nb@EjyO*V&HLoDprVDt+S&X79Ts67LHSa>M1VSQ{VnLyo(q9^7$0f@l5rBgQO zqj0Xfe;a~>Y@NSqK}dq@j%FVfkZQ=;n>^V=iQSeLiC<2~nCGera;FoDIZ;+id{4$5VNZzV z0wZ+ZJsmMGBsY-*L&5ejxXa^f0r?8o$|O$M+bLlXLkI+Ho7f_D*N?K{a;@tu?=vf# z*;f@kPin|i>+PN;w9>J$ZyXk@hk*q+qkGja1Q$9XUw@*|49d+1G<$|@JK4-_XT>CE zt%zATStv@w(ZO;GHGP?2kbMUFC}>y~#cQCTnnFT=I$}VBA0i3lc+y+_6z-ndyOnB4 z%v?lX-XR*H%p75R${$U}Q-(s58Yvg>83Pmg2NfZ79$dABi6@mEYb+&*k+e!?x(!Ce z*4M4h9bhyo@@MNPCsk~K4 zN$V$eD_Ov$vyi7O_fuy&rz{7^cBm9T&F=T;6#EROwVH~(_h0(MraT960=<+s_L#;U zXG=l!J^`J)f6*K!_G0aR`oT&C@RzcHF|NLUW1bZZu~O3bKP z&`!cvt6Ja%2M1R);zRc*sjP=_0mqd$(!;{lC|mGjqHmYafAvr9lKjT|CEUMb<_D*Z zI@|oKs7ERa(SkJF^m{~@z$ox1VjI2R2)@BOOs%3Btbd>&XZ1%rI!OiF$N+cbhm+(T z>*qRX(w(N<#S-9mBeGtI+J42XlsB4YM2!&jovJxmH+0pYdO^znAu;-Sulp@Yidk>T zVI5;5C0OynIkZN#1{X)EcVE#Sj z{pBVX=IF)qd+PEvcfnv4-!f9c0?9ZDdB=X(Zd}dckiFQEEAT;H)neF>tfWW-J{?;X z+o_i&ZGmw!SMn#9qM^<4M}%?NegA(*)6J> zF%Q5+E}tJY7bku?JsxLoQxi1=J$n4UJ-!Zi55p$dG=ZM>{kZl5V1`(^BI)3&*}1=5 z6ryJTI*u{G?_kH9%0o1FaD+wEE>ZG>mU(Yq1A1_&s%Dt5{u#=%es}mm%ab(6h*zHC zK(7IE;LCoe^l3dP6k^|@CTB#ku{e}bap;l=fzb4tk+l?{zh^5fm`Q@1rzA`iSSkT@ zPKmI{(s^*|(3M)zmk)L`e=pXp_Pi>QS^>hX!Bx$D;0WeIcxAIYA}YfqJ)keHY?$ zO)1|hyI;PmL*3ebw&Zh7I!}Q1R_1Y{(nE0W^#fS7LOO@)Lb=mp4#p`yDdu0J?qh}YlWh(c3dV`uu^mRy`Y3aA zrq;^_=bjE{jE|Fn536@)lo3mQu19$j{L(iXPl*ZZO&4FqVf)Fwny4?)bL%1|Q?6xn zS0afEAUnzjM#YYrL|c0T9-o?w+xU6_+U1K5zsYi1d1fUeF{VjdDMRx6()GzCHTsji zETL>~xpq@!f4Q{!@SKm^60k9JY1969n?;wY2U>N+noo%N#rep8)4AW<`o%N#$W?R) z_T+Xm)dPNW&}U=xp*lj`$X0JL<7(W~%!;bmj+M3ik82%1RTnD{F??&r1hra&1GW3j zkc@Jpx})9FgKB-L9lGw8j4#oRo4q_sDc35tQs?U6Q5U+Gc+Cl?%79hrN;6SUc|{Sp zhz(6mcFHQ3@X}#beWg_FU$w4lmFk@O;-|&-c?+NK5ZbLsg#mRE{on~}XV)*SfBQ*QLDUW>l)X1loi5mbAcQar9w!_>lA5D# z*C9hP&nHW7`sy&fck#8C^H~Tu9^rD17B{}_^P8!%wN5vrd-j*J%F~LX$eYZz%b~Xu z6?Mo8B@C-(C2DO;A6u1+5pBN6hMF&?oz(Jm4YEJ^%U5eY+hxNlDVqz`zT9fUJ<94*1a87Ton7v703&(E3rhfC zyR#gJVOt3Q+k+?bvm&AeUGK0`ShskZ#VM}guHx;uXmyFd!)o!o3ZVB#^~us#yYe2y z=`_yNnUR0^q3xT?aoY)hV<-FELLno@vAJ?rv8sy{94-y;zCUX1>+rT^9(=xrDh zh{`^XXoGr@x`DJ#8yi?w(eF5v7!9V`#4_=QA8JwQbTTIX3({dGA4Z(QjOP_*DF08& ztdHS2>ejXaJx20 z4H~72z2jwiN2556BK*ej?Z!%TX!a{)<+Z19Xd}&4lJ7Z&*G93+DYmGeil0ip!f_ns z-0~u`RuW%*ML}<6*W7VwY5ZvkP597TJn4X+p}4N^u*_v?s6te1;&_y9QE6wl(pilI z2j>DC+eF-^__Fsdi@Mx6jVrlA&DOHoWgJFFR+aL4aJgNIeCpH^;#|N30{g(mO7pbR z#*s6j132P1R8-jbI6g@YH3NrQA^QB z7Vo#ik{TO3+g%wO8*RDk^9v}99Ld7Ib*aOWV{B-<2S+8yRgJlrXwzoBRGN`3-i4mV zQ9qU%XT`-FiOaqA3NVG)uA=Mc(kXn~a71^7iz;D9QTKL)ZDo~xA@a}`-7(FY2a4Rk z;Xhpx!)>gF@fB;Btkss++vKcv*s4Bgl#Clx?Cf0BXm(sD?94`4)alDQjTY|8vRqstGk8C#didRZgs9kG zVucHxZ5ePr$6{0_jGUnzWvM@`yCbirG$Mw*KeePVzBs(Bq86R*CrI;`IXH4M7DCQe zg=Mi0h}1q=d6>xntE6RO0gK_CH9FYMa@r^HgCnCYHCT3%BU@#Z%d1@b(lp-cz7gua zkkcX9b|G^qYC1?|l+9?r(Ch$uBxWLm&3j(hO)<}N>eUVmxdd(0O-+`PB2}KjF1;tF zXQq(~CU|9qhQU%l6K}dBY$R_6Pus)E0UPH@C88BC`Fm2S0evjuJUz__Y(k;2x~)0> z1m75}7-hzC@;CZ1b3NdgjU$W3CuFpULiMQkuqqqxcqlVxYco)&AkC>2?n8zmZ_Wax*e8ejJy0Wh92#e7 zDtaw7C0cZ{;(K1`@T`e@0o~2S&p|ODAflg;eHlQl?Vyd?lie1nTY1DeZiJhZM2BWL znFX%fuBh$+`a)X+m4cyiRc==Ym4`IlQd@1HTM)m_9pPrUB{-ROytY(5OjQgqqPVFO za2EA!SbB~=COKY#hgBN-VfdLDkzmMb~+se;GN#7wO)jm5?EkLSdrQXNcjmg<7?KYl{-63euGEf-@T>o+_Y8dpW#(p!$ms#f~B*fh`XL44R} zK?t}vm;=nInZNOV%*N*#aFxSrU7e3q-n*Sr51T=et-Pyz~h-1xBzn!j9tY$x*JZaDfNi%P)4ohw8vxHaDsKc4yD*W$pR7qz` zeV!s!QgpqYqT3s0aYxLwt0*`T$D;%5)8+5PW!Yu!E^P5ruUG%biDk#J&0yl5u98ag zGLCh3fF_t^$1`alYt)+b-FrEA0MBUqSVa9~r)6eA+s$Ds$XW=l?|xxknW`!%|EosGd|4KQN3=q1fyUlZBOu;mWH~)_I<&RX~Z?%*VKbKd0K1_>U&P(K?m4Sqk zkfe}5Kg5Vf`W*~Tgl!qc{dMhSBU&(IX=cCfzXAQ2kJy%4Lryn-Zaf@1{Rt8$niW@lt+(}B1rb(^M`BOj?hoMVq3w=7X>-W? z>(o2@)wA9FaO1}Z%s~$%_}z0NfDQ{X4dpn}(sTRR#OGUmBpl=sV2~s0c#1B(kk@m& zZSCbT$iq$^^z`R8B6iy<(|~6U_DkTEfJlMZ{-F6J8X2|4w_`@{3K;h2++3mk$2PLi*2eht>9EMT~%`a`KFwe5OU(#E6JrczYyCHTHFTGifoni z(kX9j6%X3{dC~a$)h(V}%NwK=G!`_R%t;bg@|luLZeH7F)gqdADCdLw4>a7Ch@&Sz z2p}El`aMy9rP$h~snD7nYu<{(8~J)gYIa)=j{r+o%rReYp69D}#pc54D%g5(<_7GW z>sIPaFr~;|bR!i}H6S>mANEfA!Rpzl2osk6k2cfd^%%U=?!4C#U!|jmW zfw|xA++iBhY`bs3`7hqWj+RVYv7H&sxGO)w(Ru8m19w9O zdtE#Q0?YKUV$o5-c>vLYkCT7%&{}R*R%YcA*+e7k*xNeKSj~eOdF!+3y%Y_(Tc9(% zlf~0mTJ1yjzy2jyCo?130cwr6+q3oT!?Sgu{WYG%+yfy1ll!!U?1#AfGHlMwblnpH zJSLCj)2*l~pi|;QBgq6E0}#DXt!mcZMXIaDfLbFmfMfjhY!D4QS=$7%e);V^#? zUw5@_5-jF(YVqHyB^3zqaVhyeKl~=O+6gCY;BksN*!a4Au-<%;JDxYXKedLG+T$(}EHo!P1 zqsqD*VqPWhViiu1v=-z7-1e>NXbw8eCvdEVg;v4L0kcg#0Y`G3sd zyrZ72pvuVWs%=->MdueT!uj$J)%az1->7yM44C0x#*iQ;ja`Xt4b+S#&OAcxNa+jc z54uG`J{YUUm(E~TZcL%Kp*HLR2qRC2OPXc@zfRS9Q)Zto8Q$}JsS>*&%*g*}(mqY3 zsuOO(dy(lAT2=+nV`Yf`_?|>v8m#X|_kI&hjjYp-zA0Jf|HQInOX9}0>%c3ZaFu`t zCS+K=ew3kXNOtAwz_H2*Tq&Al&hc-sAT}B)Q^?zfGF|>P#9}t+pvl_3k!j_%@O8;WKi~!9Tt=yB?s<4fwbMY`|*(^P` z>n_x)WygA)q<7*CF3Zv16+BL4E;$0-5*gp)1Cs9x>T3c-57Z6j%6~7Var#x4VP@a#1NKhb7INn1?MqVz z{erITGH1bo9^YDXTw<2f_cgNH#p8md5udGDe)J zLM5KeC!MqBym+sLmcfdPAcTqUiDj5%<}~JWN$f|DH)mD}-2->U`IFZ%A$Mj$*WFKX zy-l;B*kYq8YaQ>I_?ZbXnv>e-7QeTL7gI9IywWh((64l1c3b&k`PAsTtdW1U2y!bprWr{d zk|fiePQ~>yC&tU;cC$|;ASnPf02<;>%FuRt_p)!kF9#^Y{c$JMoB4?y`l|8scv9`4 z^|Eg7f%YB%dN)cMNtG!wX08+!k|R~Y}Y+3b?(U(iuaI)2XLNsGUXVQpzjEII`7Y1FHfQ`QQRlVAZ)g?>v5AKVTle?MQ zBTulJKP$BsYfhKYm+sD>A4D5N)<&S0WX{YTL0jY9gU$`~4Lq0hYgU)e&JZ05TSMLb z-Q(TEGbhwj2bQ6vYYc!s z#mv@W%#+QbE$)z$dv4yam3vR!UY^cax#N;MBHo~_5xl=Uf6zK|yi&ecZFVn86WS^G z$#i7Z9Xgq%B1&W^xvFXjd=z!9qc?`qM30=d z-<=JntXs4jx?o|Uj~dh<1ZIdDwLl8r=eUzi)hz$8n6PpHMr>6#GM6xAtHdh{lb|O= zveeXPmfeTEtu~5PcUuMg@pEXZ6 z)ME7xsu=IllNY)_L2|)*E8Dh5d9AL4(gjyH+snNo?|&C*M9h>ge5o!JFSoD9*VnU& z6kruijF;8fC(#*5=A4n$)qM8$PJKj_7I^uM+&o>RG;3;y%mUS5W4z|G{`F&>(XyDj z__x^zvQ^sKSYxbeEUH4VR(w>L(`B@7!!U^eS_$0C0P zhey=YNP9dg{#sh}gQ)OPs`#QQEjUytuhyP5u5)g)C+NB_qqQ&M>xxITc}X5qTxtUR zxPuI-`h=*fM_*R>G~B{p^zS!p06c-+R-%Aytg5nFl2t3((Zrjs2Q^!46i8p6oPQaN zvsjupQFS3&q`Ndt0r|(WGGu5ag%TUfRMeGjorr5BIW^7GE3nV%S^y}V+}NAEbCL_; zuC%BmyE_7t6*C?O-W_4XnL4aTYZ8RIYj;+t{mFwoQjDq3uTTqDtqPpCtlhU2w@k$2 zzSUrbwGWe;OAn5(Z)W;<0H#ag;B7O}aMNfH=O2AF+Tbj+U~6$S%`Rm&Z@|GRTD;;o zHO*L+BXiip2o}z!F%fbPo9RFFAI=qxGeV6B5|PPYvT)t#Jk2{VR>jPiY%0H5H@;by z+0ayJ%AzyFd@`z`pQ+?jf2Rh&@3hE(Ac;)ar01P+XzQvJ~lmDZ%S08!Yc>o1!v@H&s#WX_@2OwX)U;V;LQ2 zJVlo^DNBD; zS=ktG7H6wbRsv+IUO_WkJliYP~{LVv%HGp2Va1w~lNqxTjK?nBn6n z2c$Nr%KI^ra-Gg#YLjJm%UZ=|yPIC`vj4jA?+0&jRr70PJ=0Wrd-8H~WwY#xt&Of# zUAn5KMb&2Ka{8j9#09TRM^ly2mA91(8*oQ|^%qu?dbQ36rnQnqv(9|G9zcmsSMT0y zo~3@dS_{;D34Hjo;xa5vk=}j=-r(218ZCMzKfLG zW*2xbKV2~xv?7!v(f5^2H9OL8sqf>kUvD}&pd(+8PVG5em!UPhU?saKnf^+)zh(O< zIsWg>tq)M@=Z|$~PLFJ+y_vg{Uxu8$LbWIzjn3nx$c%Z?4BFTGngcp*nj+g@)wRTW zZ`pybNZH*JtNK>GuPHy%;AYkbh}0qBw4a!i2y$$bUNsJmk~HP3-D(;?rw~}$n|Pu&UbJRF}N=hksR?p7E5QWv_#>rBnV{_Ka6BBXhg?x)@bY>=d zj9tZG6b$cR#tA<_LcIe@4EZdU8}w9QM$%jT^9xxg?Drf-3KOpT%FNGa;DRKnWa2->J|M-c+N7-bdJ z=jUftM*w5Gb0})Jt;3_u@Ku!IYnE&A+IP)zx|R9rcFt zBD(|dx;ov;e-Pn~S#5GvozAvuYp<qT6kCJOr9r|CP}pIzw)!(7FFwnsp$5j0F*Z#S@3>H8fBN~zsqxdO z^4Y<-v|bAgIDfu5!&<|->#)abS45L|@kGp!L=m8m@<+r|d*2TQX%Hhp11w7aTqbZ< zh&i>njJ_9DoG{lhvNE5b8^lrRiMIl3AfgOzZ+4Ti$i+0jF2QNg31obg}0q=5E+`=b0eqEI9S>GA>ARfR=5NX8$Hk`1OBU1X8q6NQ3Y%&aLguJ_9Ik{l;ks}S%QG_jtLO}+#D1-YNYd+bxeXW-dwcY8DV1s|WP9Jwhy;7t^vi%$&iRpXNyOh~BjKbp&&B9) zhVpaVVA`C7E7(#?Xrc;;MSWS4ZbW5`J9q6BN_Sj}sn&6cb_`tgkQ;XqD_~mu9keAc z#wD=kBU$y^GMwTwXBXkb8^oiiLsWC`p^;SIxbXC8l9Gz0yvHkfp4et;hvkCGHB?!S zt?aEjyQj^nS1TK%p#WK4p)}o7MNJr6ELn6&bBD^Y>vKDrWl`^K)uQ>bU>`8{~NSdmy=%}#EkE9wq))rjz^h*k^O!J^j3P1xB zM?7`T_^db?-{eTR9WKi@F*9=zPwP0Ya0q+fWZ+KVwrz(0m%XT(sDMX$^6Mt>Hve zRrEPYhtWfqShl3-!^e`{TYmD)+g!N~Q%^$!xa>>P$$F5fuJGk|M?k^(Hr0$P->F1f+w{E?EtLsIQy z<25a;lyU|43~!0KxIv91Gi#P#4=Ti33?2VyZ-jH9!=Q#~K!bDmCmbdw(hhg|eNi*V zo%{}f_0RF;P%;~76>##-X+U#uC)st~EF<}fmToxb&D%ca!o_7Yp-({cQ5C^)n8rMq zL9$RH+d*vd8Cf)%;gs-+%n{j2i_3LreqF*$<^3rt4vcSp$+*NF#~^jNFN>+jPEsP~ z^p6&9JI4ZLS;%|(OY+D3_yBHdT5~aNn$N`8>B#N9ixpD zw)VmMUN3w{xqG;NS!~)xY3yn={vNP(qy*RtRTjKbIw~NWk#Cb!BP^fJP(QvzmW9VQ ze|fEB&KOSRIgm?{8d!6Rlur6Gm%OrO9C4J=c8aKW44=#pe9xLvzA!H48#xhlx&K$q zb`=>jEx}eWafxIiDklBSxTchGqZJ2j^=nQtTl>hqL!M=U`l2EfX^S~ zo%xmTGV&b$9=lplvQ%!)VOC2^MA1y1vUcDTE3S6?jUnM8FuZ5hz4-+c$kGD-_Zp9#3zFRF$(OGk&L7U7x(s)fn`)!ANBBvzR4ss2o*k0!225@SdyDa0 zCM-a@1|*WIx4xQ6&+X{?sN($~l%C*F#lX)k-vDCX1QDsiTnml&=K-v6jNdnwne_?v zh~cMt3+S!j_S@3xtsmS__Et*$ruSJ=$E~X7cpBRqs1BZ(;n z>^(_NwC0QFUeSB7v4Qp@$AX^7p?>UnrCPX+5W_XsLA80$pM%wJvcMaJWCCSE7~xi6 z1D<{l$cZ zR+uv=bzY&E0|FkbP#W3m<-WhOaDnKdRa#03BV$_@g5O|r z=mWN}^v9o1;7L7rr+ZiEv(AVt0}C|h(Zsr;vEi|@J4o&wNEc#fyh1tz7`}zMnP~g# z*~wG}S-_w4ggNjR*+B`eK0@p)LV9PwKMj{O$_87yU*@jACj6d7UV+(WYxZW|Nz|k7 zsR!>Y5Wsg+;SAuDN*|1WRzfd|W@3MgSAAo{I`&CbM8E0VEN{Qz7OAT@e6nvapsX+j zhMn+5T6^Dm-)xSUPTa|rIxyxvvxl^QI83Mop`UO1pIz)cM7KscmaRBO_*8gyJ#mO_ zH!ff^Lx3Ow3;d(r#4N;}fwwRzsN4^FDfI!iU@aQfHo%idM6V-Xqc6hj z*BTe_qaVMc>wW_Im*>zxIS3-GJ#i$1I)5T9K7g%WksnoV`W&}h)%(MD5x0od+2D^H z5GEG%#%yCC>+*iKjCVtrYcUE|y9AdvEU1o1ao<75Fpx#i%MCCy+CIAS@goRl1qg}yn zg-Y2VsyxGNf$n3_0gk#D1XulDn9;oO1W*$try;+40MI9?!m@GP≈gd$u8m!S=l9 zUielZelanvc`3L$Mh+?Kia-#TPl}UQ@(pE*Q$Nv*o*PB0{s=>cpf58-yty%=sio@` zKh4%3o}g3+axkkWL(bOXP?2J?l! z<%;rZl^?xU`IK^k?(WT6>pZx(!5QffJ|_?d3B1BSuaFpj+I{(s+u1uWeP$R?zXm;S z10I>*Yu#>rum28egJTEr$f9_?yq<*C9l!C-k>=m*TOkxGg{Hjo%^wneMwMnzUF#v% z_cAJg%SCwZ6O20%Gmb;#DSsnv;0Fq|-qgYvpjRGu?s|Lb4PG>);^Pjkst3OH@hz=Z z0rqx6K4^*oa3Q%fKWjg1@7qY00Lh4@0}*S#53xgRQ(}9Jn7VHlC$m#N_Wlg@Z8E(G zwl-jEAw07EZ(K?p(4luFahoUn`OjzNXQpU3o=uATglq1;no;_X9nlYk2e4_-86^%r zi`kYQAW%CQHH-yYTHIU6^&Kly7csiFvryGuLB_+x$U&)=$ZH0smCdC_tM_P7Ctu0E2IAvLRJmM`?L zXm6U;(Ee03GscLiIhli>btuxU$1g>2r6%65n)bWzH^D5IE|M!yBTlFoLe;^Rfl4^0 zcsTKqw&Fh6$Bi8L`1pIMI6G4Un!h;n_2>~g!F?Y-Q*^m^V4>HZPG2~BTnaYb?$V`oX9n(D5N|gZSe3(r3Da}d zeP49ceIV~d2b)%hgE2O;eeiZSTd1_f2RyjLGUfPFBYJB;*#<#XHlH}3v7=lQHC?(v zKQ4t=D+B^HoxM5wIW8TblTit^qhF>VA6l(`m}=hmhIgSUt*b5O>tdh}Qnq-QJzTUG*#Po!MQ%{=|V76iZ+FuB<;v zx{+)>Sr92_{GWKFg!zPbQdE*95?ZNtN;8r9D+w1;p7=*)MX~wkLiBiN@~*T-zO#YC znFQ$gt}&s6iFoSx6OtJ~89->}kwbX?75W&pfv1yU4DtTGlC+=UaRFTlUgieQb$hGga^k#i) zQ@93{3K1$8X>2&ssKPxfly(4;D++1t9TAkYz21@aMY1m}>274q0*O4D9wkZcXYen{ zcGB78Mm96UmS4~Lzu@wIfjdd{rg%&z48q;{Oj|@ zXiJwSsCkcxWqK4vOO#?tmFInbu(<0^-;h_+R5Mr0sYZEJSM>?y8->?7>4D(Q~>iHsr(Iv8_bCnWe@X$g;IOs^i1S@p()yh={i0 z>%LemFTjqj{&syD@p;4O+8eoW+bM{{XZPlYzNzPX_RjpU+mAyO3y(&@8RLt0A$bvh zj^h>Ej}gX)0tmwSIJ_?IC4}$+KA~=$UYiC0@I8(gCY+xu0~c^MT-uJVr+b7U$nYch z&iK(0>wmqV_+R2Xb-m@i`MdRWiFe3%CKgSkb!_J%cnkVPUa}q!u1{pnZn5dnf@)K` zrsRKL9z>Y)3cd;l?Ob-nfO=?kYU)eNkzFiF6Qf&TWUwEj+;tkQ# zN8JR6??=AHP&XhAKM`$(p6=yiklX>K-bLjA+36RmMeGjn>DPFL<_4=7u()NJ4F3J- zm{g1ISqri4+p;IK3SrZS&H(WZ{;>zd4eGFm{Yu;kansu&52n{o*@{~2XPyetBoFFT zi*}xeh?NVKZou2v3t}3SP>X;zK-7x%?VEk&=K3qS->DX+I;3XTVpUW%!2^;sQd}6~ zWS6@wWm9Z9_G1sk5s@bj3Qu+v^gmeRZWu4G#Dn7gp<$_GdjDACpr7J+#22IP_Z(~d z*#y{Q3ID+wcLVnl0IW%KjiSAxkt7r0S6?B zfpNHpU`Vn=qgRI__eg6J&T%PY)Fkm7`pAvQgOJt%_ zz+F;G!zzsfkApGqk7WCo+Ya5Nh~2axk0r`v#t}uJL6RY=2;nqOfhA*TN)uH;S3bK@ zmNA^rO%g)38%7sLHfMC6N7)E3Q)K1{)|JFFyj90< zCTbm`B?hSoQ zrD`8lTFjJzg9d7a@k*^*W$;oxm+B0bIePp-au?z%O8)cg5yN zof&I=_I#V3w5|T+2GmQ{drD5fxoft^XP4Zb9%QxyN*~fQh?zcB*CbDHtzC^(SoYqD zR2d%`xdrA&?04F)=5)g8%&|wYclvkaue5AKxJY)gVZOy1>NWI|2jwuF(`kBM#q(*mIIcahZ@Ml_wb1C% z;CY_zHN|`$&5bNq`FIW>W9Jyj@qA4dKTqLmWqVm)JY;P&-?;7#r8r-^za^=;{5&=B z)b!N7OnKRKb^QQ+US+xL0A9Z#LU=zF=L>Sba^$;pLHZty!qp)aTNYJ{Ks+4%`8j2Ci zsC(8Rh2LX-AmU$14||P{#7qWrW$+$3iV^>NU9i7bztN&vTV*;F$}G5q5y zo=XGwM6RX-_cDW=la-Zq*L0Z-+~;mhTRK>XyRu*^#8bE6poBJP&GMmOkQW*+LYgN2 zU=^j)Ls%=ZmE35$d6b|Urxc}8BU4S7NZXhk6?wvGVNC-%dF=0?#AayWtnt~r+-}xQ zo9jmvs%|%us8gt~I>@ANbS{op<`r>3KjsS&|5A(XF19#Oa@EHoPV?%8w^Qf|BGOZK zh?=pJ!N`C-_6)liVMQ(!|Y#qsqtM0%td#yj@TV;hex z*5YU2_AVvx=pAg-H6T;gN3Xw6HYg8^WWkD9oTbn+`OWToVf2b=Y>0{j;jd@Q^y0AZ{R;`Wc zsIUe3s6ee2EiNxwNu#B)eWu3-5U3-o+zbXbUmXw5ulIchd~Mi7SmWDyP}1dx!;Je{ z?fx}vF*-VS1+1+`_qE|zQDRkXCx>oCQ>z?K=nPXA6o?$5d8CHR^l>H=?pe~%h`gft z2@vXz5O0Rp&{K+dBmX}crj+{by+?p8w}VdUmF$d83YzUN+%ja7mM1Q z?dT0@c&S|8m2&Vxk+T^-2nH5Gel%Tk&23?%C$J7q4eKvqWS+=&UJI|r*rM!d{ldLx z1+PaKCQc;e-qdkde!Q<|)Ov^6e~6kx<2H^MOIKnV92ec|EvOx!FiO#ba>fiAh(_8H zwPMtCxZL>cIE{n5iN#48rAHVX(fS>H*vUQ^hRNw?>Hez|k`(eUBm_bnG{ zQM*!)QgOy(hS7WNw?SI;N=!w&eW-kN`xOTBsV~M(D=0qNiu#(>}?M105emRUgX*e6R(4 z(y58iQd(h*nF)p~tbnprc`l$Gx7TaAkAlP(r`8WByBcpt$Hk9qDSQ z1v+uD7E$#^skB7Ii6>WKQ4vv6M!CWbc{K^FLD&{B6)6=;4YmdAX9%1?d?$t>(B}&# z$1=Aem=MR#et^V)BC|xm3=^2MW_ER%h1|{A*;-e?4L{&piDN=n=mo}dp*I9y=4qtJ!i&xUR8G)9LUNN0LuJl>qpoLvm%3JaU?u%Bnno_-X zjk2Ls%~(^#JMD_ps;5IfhQ17yBzDA&6z=J}Ar+Po8QOstwX;s_dtn7|NdMWnPQFuC zM?z)ay5@`yo!Rnm)7?Z-Q)8NxBjG9&BO4TVZUq_87MYzY=}mu z_+K{Jo6jz7RT9=2L@iGV8}*0HEN!$J)>82s`-jcyoRj+O>ac|14TPim45zU1eptN- z%V&JYGAA*N1COfFk4Qa|{>_TsM={QfR{4Yc1~97|LK=*;*({A-`kHnnmpQAv1XZnD z^7c!QQ-PIKM@3g1RJpFr^WXoF^0G*QV*zvq6lN{xLU)IG(a!Dp3B8ABrbnFvQ*+#U zJK%vFHr>RU14Tsx#WrI2xWI*NC`4!|T)(dZtlo%&f5wZXJBpt=ak@?$_v1x2X1Uoc z<8<7Zwq^S_*t|D}ZE)+ZDk8{bY<4iT*0Tqod@RlEKB^KDF&A3)pm_34U)i|JiK()> zW!438MUdUv8vnYQnK72DHx8U0_d3UpA~r)a`u1=5A^kzPI!!PKpyS2W>iia4ovwq^ z&d-{tlWk0Zv}tM6q{QmRoH6K>0pV{lRmuYDTDK%_AVAb2B`dF5j@Rf!O-rgxZZVfb z26f|JC0QU&kHxqR_2VWHWjWhf7_4GVTiP;8HnsPVOHgit+Q2aFXZw@T_!E#~W2*2} zm{-_p^ll6aLpy|{x(jJBpl^WLH{ExU-!cHWL`h{hg70T8pacf>$s?Z9gGJ|`@1667fOC9$0@F^>elBUV;QTc4+j*Q9 z?mzpbR@x*V5pjRP(ht>7@?#q2TQSKaHZ zS*X$X34xYWh{gA(0myOc!DslQ-TX6Wj{aYB?Ek@K59RfqnX}K-;8Jkuz`b{Xnh??fpOS zttlL)RDt}Uo^U3yJuqCc(~m2HoHRixVcD)m=tUSyH|}dH-TFE(JEmH*^p$5;~~zR9QnRP z-347nd+@cM25^43w2vlk)i}U@NZjKk>c?P>u-~vr9TC6MD7|lcfG8P|$ogSSgD&!5 zuLIy*fs5Xla3e;BRF~xm6JNvc8B)Lx;A;cWLl;y66aKmb1Y(!Gmo>LJKFWA zymsCK-xA$QXlHJJaPROY9)9#fSETpcR9R}uy}0=%_;=VeopV+5>=Sb`#<8f&IVqC1 z8N=iTQ*}VO3f5tOFL}gscn$f9%NtxUy60k>9T*3>-|NC6A+~`fR!s;!_Eb9LG4^$+ zP@m)&k3L#)NP89bPH3O$DcDW46U&^aK<+g6D_zuNj;bAHr)9R|)XNceE5f-x2QT+# zA>omwq24tZlc5`WQ0X%1Qo@=4cM6fh`a#j#{GY^Ece9j#d5r95O1P($?eaSLbUJF4 z9WpIaEn=0N!Z)+z7Z;E0=Qi^-3ohgFID{u-?4vE?FB37NH<XxUJzR-(vzd z@Rp;F_gKgKYO#v-nbKr^Mx>NM4C&x8;!%!~k3d}se-y{G&L4`L?+|B@Yr_%EKC-dk7GDh`HNqq!mdPK2i+vg2nH^$meA^Up}UNA5r`D(vT6X5b2-{ZQCNFwuU zq--vpC)H(<&z25_&dj?M++nZt0fkIuJ;L(M5ex^Keb>I+ufePh$gR}oMQodKQlY<6 z7AAIS_Fv|LD@nqP1qm^yG7AHz2o+jow_ga{!_3>$(E6?KO}Ju;Vl5=#JmGa}MP8^j zOEM^MA7c`-AE?#q)gcXuqXR5RS{j(jVth1LVvIN)W>Yknx-vhNs7jV}W@7IO@xLOU zNT(WuG6x>`e{0U_awWqND!8V@58w5OVspX&_`;phIfwihJ{zt4dIupnH|_akT z+F8QAv;4l8rJga~=|%Xlo4nHe{P+S$uw18Hou+)}c_b|l`u-{f9q2WesYsU69G>7SvwDzqr!Ri>?G{t&x<^gu9O_ke2N z-}q^G^kD*>=~11o{M_{2Lh;A?Q>yR*F;`O?f%-PV$mJ9$L+XGaWEb@50*%1SNcn{9?76(+djCJuPmJ$<&C2O*6uAZF@9d&Ox2{czo)<2Da-JCi z@#JjsU6xa)8Kq_G&9^$@sdu5iAb-2%1~5Z<6n?__eUWw-yJW^~Tk5*`JtK}J3ZHEx;h!ab$TO0VF5_o@aONBSV+vJ7lDbJPbw+Z7bw$u;q#j% z8*ps4eP7$J8MsD3k1gn8vJG+$R`5Ij7`UD`fpdRbI(!LwNEWvx^n8}VgE{W^ZvDr^J=H=O$ zvE{Tm7^k@!>dr#a4CP8RR8Z~It0$yC0-V_Oz$Pb2uQNwED7hoY-8FJ{$EL=xV@+;$ z=+_c5W97r`yR3AMRa~ZX;@>u_mM&_%oxZ#-Zt%3*SJ{hqrZOBioQD0nRW{CLUB2p! z?Ij0Syuf7%2xs_i^%JvvE<;az&g>F>;qdN_shA}ENs7h8>EQ2IkK)zXlVsv09iJ2f z7IQr^H7E?zX-I}e5DGy9sK9i{anE5v$EcDd;H5r_3gUIcsp7(<^?FemWYCVS8BYoA z0bAlFepC=DFcg8v4|nev zW!bari*}c7bCqq|wr$&1mu=g&ZChPtm#r@I)_?Ck-aGf5`{BHg?~OH9W@KipnVB;q zW8{jM^A~e_E}}u4gjovl^%RN??UZ}4r!0x{b z`J_lrsCB^#6a>8Sq`@M2o^6gudj^qYPj<#PnM0Bze!rXV&RaWrED6f9E5Ff(th_dM zI%Vevu-A1-8O}R$PG9egSK4Y@66g4~8m|!v3RVu)0%5kU5cSfUWk8VUll!RpjQn8PZEhDksI zHX4IU&$N{BvEvEeKB`e{CDb9q!VWAyX+SBZQ*Z#xneGyh21S4jh{WoyF=H>7l=F#{ z+@(T>_8)BT(u__e*iVA8!ou$A5LmW?13yrt@u0w>Q?z#;;Kqv+@wZi(9^h>v#d=;H zXQu2{X2vocR|vKq_e#;1d!4orwC3DE*`lxcHiI48kPdHPCkTKx4;-(X!75fHMj)~$ z_ZmjljlJTQteHYfzD*5hih+rRv`jj9+;b`TEWGBVAAHiP{!9ze-IJd_S@|P723!xReDlnHP2j{L*wGSj1*D+RA8h&%chUpc_N1; z@FQ)0iEiHZBD6NwL*n8*l~fEtSMdnSWqQP~zUcnR<046{Z@WxY@^mHyr zB_bpe+!~j5N0ea`?-+;5&)i_WFz0~37 z9l^tFGIp1U2-LcS`9fc?FGoPiqkD;L^);BFQD76^!D(a^ zF-uL;_189Shz-NS<5_PcJX4)*DPt>u6T^LckF$=jPpH~_S{tuQTpM+qE%nKL@M$3c zM#>JnD1Nl`O8%>P%<9g2M&vnn+w<4>w_1)8Marq{0vkifaPSx_kgXq~#04?pc3GM= z^F>G+FvF;!Gs6{v6v8CLbe$bT%3I@5~1)jofnnpe4kX~eWp(8i-UxVaj`O3&Kd}&Ul8xfMk|`nH5;vX z{Z1qPB!a=>DZJlDc(sPCz2SRu1#yu!-gr^>(psFf6ZD0nrIPpi055z!%0``h$ziYI9dHI#m=Qjzfj?$1x1tJ6% zre6}C<*49wAg@v*Dwe41L_uTn_k`P(raOgZ znPsRZY#T&wF8ZRpjI4lb%<0}k%gfqabB>=gf^jbhp%XMvw`=9#UYs;F_@W5`x|goW zOPY~5K~PbyEI3c^9yuYnb$>kjz@Q=VB;15ONL?ri0SyTiJHE`+(u{t@8*R~y5ZAfvNn&{(45F8opUi^$Vea8 zwpT*IXrsZ=t$`7aks;d1SSl#2BTPgNo-R@=wJncz)GDxE-*_DUAFf9wd2vg5N%zX` zpGtHgot$Y%NJuy)1^JveP}DkkA4VAi7njPcr)tGcY`@F5o`x^P~mqL~cR;MSEQSoPb+ z`|3NMxWdo1P#qizhjd8LDHSA?o<|vN@-!}YizF>x&svez`~}V+i`C*a7!NxCT+rq| zct+&&&?l1Nd=gr0@DTH!uI!L47}A`Nz?zF76d(xg^3yiZJ1vN(HSC>kBYZB2TNI`E zt)$V!D9&kdmn0nV5l6#m7^993&?zD^=Z>nWb zx~T1>;|FON(O<7b;6^EYTD0Ry^s})7Nl>aS4RU_Nh$p|nA=kh2Z&8vjj@Mwe!-ph{ zahHGD9`7%p6->@kal0CwYlci1si-$YTsL;}szCM-p&%B)aDBwdz2qTmhcV$LquhG& zl-bRn$fA5vDY4W{pgFfsXmjjEN1YAZQ z?BNfFwd#0Eh91)453X!2x7h&%zNSh)=UK<5M4bs_P8NoLtA6!z2HZt^hvaz&Mhs;u zbTd`B5$xGIiTmzy2^7D}3v8aXVCC%}0e>*WyEw%r6?u4TWH=CHQfIi5Nwz(20$;mj z>omn2biI14%pPPcEO2ERcTT%c!}`f~e)$@5yv~oze%%@@Ma|`bLff_@e#qnEDYzNw zUI7lb#bAHuy=iljzKvsQ`0?`^bA#nFo&LZnz^@bHw1D3r>aN)!k-EHN-KTZWmdxC> zxGQSMEeakPKH8X`EGQ}p<2L%bK~$D38Rr~k7i3G-Fx6b$D} z3UcHK@e~XTY!K&eV29z9U|g?47{9SMf*HgvK+o5bd&gMg1~^$c7}E72N9ITfh>k<4 zHjI1rdBQ}a)06-|#$P%!A6ebb)`ur_$@ONB1j6wYHp*v^%u|P}7qNzGl8C&j8ZI=; zLc+6eoai+J!+}LKn#rltW%W^w*s>Thm!RJ8)3&&Wb&UQsu@d+RMC!ClK6GJgY9#CH z;I;5=7MpxonYqbgtV^=<*?e1%9D|&~jljf-UB*x$G(i+LPCqQ}U7L65GO~GHAHy(v zzgy4zWVWwqtpy$|PI{ktDP28qv$Pw(Lo@45-i69koboAdwF+>CbMr;ICmP<~NaAkb zz8j&=NTsK3WB1jrNWw`^*g|&9Tt>+>_$=?BSe)TI zd$F#l`LCYyWwjJ|X2|B&*{`Kul%3npX*SAKt(jc;)--zoPbDcaibfLqXie zWMn_S_i#AMN2X*+hPI>7)nU|BtseOP$6Jc;Bn%2JtU($n@Dk#tF?+La?HIy{)cUIC@(jklF4MwVtV;v2U6}9> z;tLXR1J-_~dbkhaDcP%AO=IcQ4P!>Uc0H50+pZ>?Ml?a}MS2!!9BF9iD!w9?N2q*3 z5q}=lJQCv*SZqks@pnjIKTT(3heH?KSfZNP&KRQ>m!8W_F>>181s4ArbjHR+k8K)6 z;(!8M>jm|F{HV@VJgq0erDP`BfoA7w1duP@Hd-obxm=qWxS4OHHz6CRhe&I;^JR55 zacpO7YwU~6fyYd_?>DyF$S%>VVh%gBY$gX*#Xp!WGGZ{(*3e8;21L*B3uEh>4Q3ar zFZk0WkjuC55X!S7f5RE58!~N7_Y0t?V;7oXaE#!Wm?N<;Ia@#Vs_BYRZI7xgOQVJ=JLEr{sl zSNYjbADVd-&|)*>P)tE1wgm3k1auj^ZnI_-J%qTxHxM-NJLvzAy+K1HT}CiBG5ZBtHYDyS-oJud+7e!V&TU zC6onC@T7#m&`V5d*SWu;tPVGOPpdjeXsc;;+3>^j=Me)w=@pX86g8>kk;5a1b!G&{ z2!J&J6KVLnXg)gkxhH={ccGV{kRp%>JDZjZ=QrRpu>C3g z{CW~Sv2T&dn8RcPxox?I)y-1Fv+v?Q*fshp`fSBeJKXbUJF$Zd_PEg(<5l4qoB^LA zbPK;ICy1^}FT@YgN%CdkL*z{EhVE~i*4QVEX08CaiI1X^MA)z;EL`)3wSgnh!@WT{ z@v5bYwSj>;5-xJ#&`9v`$VmKeWfItdg@r!L#^Irnk`hpn5-?DbU5$)iyi;iC&=#td zZ03e3({_b#Hbcu2diNQIq^85KMyH?ZNS%Q_5Ef-w3b^H)ilgp>4U6I$SeUuXDWZ$2 z#T$f1M2kUQt5l!X0w*Uy?($Q)rObDY*nW}Loqe8~+*0jqNCUUp18MIkFKqR9GOnr@gKQwsO7ed5NT_GskotB69j-+nOf*(Kt{)2H={+$vj)l z0-vuHFzCbS)rmU=YK2oV(h?KQs>BZH4(X~FB-kxpCMF&=pM)uM8lRKgP#uUC}cq#+4_u`xHAB+iWuyO zVHnv;i-L5!l(hJdjj02z#vN(YzrIY(X^m6CrX}AIYAIf8aB9~W9J&(O)kM;XvIpp& z{dI%9m_z#!_$dqoNMfJ!WlGP zD268B0jltcM9s%WI9`qQ^b1DJpk!w+Lde~2#(v$cWnZKpzC78*y-K|j*DF$at!Jn{ z;h#~urPo7M41(bV3V?yd?BuV4 z-)Nq+*!nytRVUHjuFa%)JCe;OxSK-JxEurfXuw(=WrU+QM z9TB*{vlZdmVNoRfXfX`WCt49qu5Aq|l^i27iE2$shzo@Bk=r)4U4JX=fJ&)GRT%=gAJOIT!b+q|Qaw7D#Aj>$S= zdLM@p(Rq#4Xxm+`TAeggXTFmBe3?;ZJvO(g?Kio;{XL)$Ojib>(|VZ?$e5f6-5d*9 zAmjZSEkFB*@0b^H}(?|ol#5G*3PG>>}kk#Gd>f0NJa zBOw*21Evi95v1bk6S)K1p?9v_saGPA`wl;(?uRPKHh+}o@QF85Fj6F@jw|anLl%mJ zg+b27wjxYYRtD#eiVN=omoB~&MU@~AV05;6@yDGda?y(XScDhOM(D&zaGlO*e2sf-KfH5af%Y77?BX4wOzJ z+ufP%hzxMIZ9CCwN}0ZvzCD#7ts@_nFPCFc)Xwt9{-(buu^)^>AQdGZAtNb`nXrsp zKy*zQcg$GQwD-BIsNgwXVtXpxUS;gyCLt_5ei4a`Y*vzP+*+oS#71UpU z2gZ-dP;LF{KDVG?DOYaZ7nhcu8kHF7)Dasuu!W(qceECO0ipGuP(f7GnEpnwq#<{ zpMPTKEFi4|K5l5l_x==kaNFW?Ybk-!bSHARkQkM{x{G+v%sa17;5QVpRN&)R%4rZU zQAw;Tp-Fg63^;)EwL<$%%$jz!vr&hB-;ixHiq7lo~q|VlyBFK zy!c?`p7Jz7HCoE9*2UD&a2`238_#>XC{{XJJS-|ouH-bLI?p}HvdO5I%hK)pndl&!2)vADohivn9I|!#E-9C&_u}FB3ftut6#(^RAlrtS>tCfe*7oj z#u((Wllshs4Kq$9@F3lI2Gh-Mszk}Ppg?TBb4#vO7VG%wY-0STsoJy7^swGUe~kr0 zc|TOn8!LP1_ZNEv%&K`5LT7xT-Ic=Q6IY8SklPM7W=(K7p9ax$0tNgNszKWi>u6T~ zhRytWQFYAscu{bP+OTvEn}9WfWGtHy4uV<>=ekb~4tigRsk$P!ue3wO$%v~jWJ$9J zkWVEt`ZX<<41t<%$wHF*foQC1;KmQ%=;gqz&oJG6vRmvz=i)9l?dQ5Zx+##bw)|`1#;C@`*U>)~J`HDHDA`Txk zXV%~Sso&-YqnLCj5Hr1hEu%$0vynkB5B_qhnKRFvYZIQB&y+eMDZ}}^IaxXK@$axstZHWP z@G``e?-nT#S82N!O;?R-)C!X*^31o-wM9G8FSyP^r19<76y@-ylSuh`FRE1q3+^2& zOPSY_=-DkN`Z=2Uf~wfb+T@|2T7?U_U^tx=#=~1ET=7YN3B*|yVOTvSSxziLH(G+?@P1hK!&s^By&vD0% zniJhWI0hRLb^gJEEz<*6nnA2bu2$K9Yp&dSQWrYilp0MA*N+M*`Yoh3L?p@<9NfDD_SFd0ONp*+99wiQ+b>JYMs)1 zUJ^jJuqnIAN*>T_31g%^7T8*cde**T0^d{dN5P42wLp3k+>-OrKeKDPPNypLs@Z0W z9^RT;Ji@H!%3!urprW?bZ8dqfBMPpVZqN9-x6rL0?JO^p?I$nb4?mgpi}jynL#y3) zxZ)Vt26j9`+oE<>E{;xt+^^d*)?R}MGH4@|jU83o_5;zaMK}~uXN0WvKEBy8BOiED zSK!19AQ0~}HaMT|Z9q=Ca!fW-*@4XvxxdKMn-GgmdLR!ZHBeG1aM9=ScSo!nSSxTv zY{}i>F%xM$Rxx4IyT80ma!#eU*}W|rgY z}dltG+axptwIwSG||Y1kO$ORDVbaPdTb##caW5g?H6@G=tKj zw?YL){TfW`tqJ$r>$t4GSlj+LfOxV{r+L-xOXE1gG}5J;+fHA%=Zz}3sM2e=twh&D z)6?y|MAvmAQRCf9!r{tt`1xmNMX!06YW|mpU}kr>M4#7FQ`KloMQ%DB@yuxLnQrWa zn%#NL(t9_hpNkrc`Qtn?I&Dk7Uuyy08wSntr_?kkqYxgVkLG7tjp(!}RgmgA?YzJu z$=wxZdTp)lfmCvao(_PqRrMtM?ZfO6d_?J~NN!S|HfG=d*0)?tMU&^nIT+(_>Kl7r z{hgFC&#~W-O>B}M$KdeV*f7pZ6HX`SzJ)#ro=J$l1=x)^C&Fw0kEopQkQLWo#=8{7 z_=2oAi7zPR%bIt3+ozE%AIzRV4hU~_J?8M`m~oy@R0tC-`d%7twkWsL35nX=N7W!^ zpR^nTlm>^dtS?)jS)f#{wp0ExE4Z7pgv2a1G3Z#fwNm=x z?Q0BtMO{a znuyNwe3Yd2oJ5v1uEJ|#?W5xZjYctemWg$iIiXc?ex4MP5g~2j?jiN!XPz_+u0*=D zGIdNcJ#oT$vBJj3#|2Eskv}w2q8pvu{2;?yZ0T#`q2uBdsi>f`t*kpAfSaLJL6wo5 zQgO!#dX7f%;FM&URh&Prc3OGE!nVT3LiPO^fFwr@UvGhA`Ep1_jgsck%1hGnSqkOF z)!@RbdWv`AQyuYYYhPU_0S0hL|(Fy(f> zAunxxy4%8_$Ti785Y9Z^>`O|Di? zTL)a|W3zHmrQqOI^3pUc%VFd*N|#%9ZF75m*H4W>(&RBiDHkUEG&Vc)irQ-QLK84+ zm$;6m{0ElgiIbGOjI#&3syvnFtCNia)i%N^fW>tg6DTjTs zSUd*L)wuD((O9LCSosgbeUI=-NSz=oFD>$A5EBH{IhqUtE$0=;yWPmV?F%+m#FRjsD)X z%kbi}T}T(BbgCp5sw~YObs~ASXb-`l8&b8(;;;M1Qq_#B%?Fq=fiEo#qPK>X88~{io*yO~lR2wre8bF5~5}abABibAH$JX-2u^ zcQ{QQc^#B?VhPSB&7q`IU~Pe?tjjQ+T1_6xdC=`$&tY=%lJ=;%vdlnf@!vgC0^+rPX;7`&!JlH5IwBT!rJUdFv|`p1pe1xvfGn zuXFjzkM2`fEQDGEa%xTYCuww5+WVd}weVExS66xMh&F(%(k>GOJ9?7^1QH<$%vC#n zd=vg1f6TRyhQ{a-iedG%tya5UUw7O%E`H3o6~10SUwe5KDXGD{s;cGX<*D^wdsJsu zUe}Phj9ukj$&)~>0LEYF%mZSxU*R{CSMk(mn1 z^6K#ln{uk!2a_e%S;}Ky!bJ4XR9sCT7WK2YS)FH{6jHJI*8(!S{h@EWf&;74-^G`8 zWE9_s^Q{KZqeT5F@E&2$9P?%j*{^~n9Gac16|1c62co89Z79>^-t~ZLeY%D%YcgH7 z{VmOwK%U{2Ive*VD{nO`Z}>Nvo?3oMp77t1%YW(8GgBXJ`4kVb&KlqPkO?0)9d9{% zgt_5;`w)ASR7=fx)u;A zhuX|n#?z)TUs{=%xA>|`Qw*n*PTmPy)rlUdO$xcmGsy33{5%xsr2`#O#@b}EiAy)h zo&^Bb=O7Y&Q?L5r-;qppuNThs>{`iRd{M#1ivJyEi1B|0GX!9wr~ltjg>>RKzN2x# zgj|21bX?F%%F0XtKm;WL=v;Ny@Nw&sX6iWmZRj3v9EuzLFySx8AFshEEL-JF>q7Te zrfY?v3fPDC>9w+iS+@nz;)?Q`uh{c?vVo`y2v6sG4rf#BkqsbWyaVTZTTq>v(`MdC z^O;H~P3?VGm8ZZ@YF2*sg8Kw$DxgrK@~0+swSz$j@zy)#H#Hv}@EN^PvrB|ULy&Gn zX2FrT#2x+G@<|Tts7W^L$^3<%-RM=Ev3FkfN!h^{?6Uiog~TS7>9WEaGD&#haNs2= z7XFS`Y7659T!ccbHyyt0XAI6{nO)aI827a1my34Q4ZU0o8vqS=`*Z-1>4h zezb`2lu*^q1otnnS`=(hH}{VYTw1d&J$?Y)SY%xP_j}ItU+%fGhrJ1aPR`I$$=T-r z2619wVF1vHT39=qIDY5W2F@nJCPsF~-<+}l29AH49G#p249txG+nNlkY1yrdqxkOV zIp8INk2v*;s}LtJTev3Lsw_Mb?Dd1vS<&c&#Qc7L%P|6Cn#o|!yATCpikfwK_t}Xm z27_Dpg#@5+hhOlodk(}m5&)B*@!ta!-5QfL9p@2aIY3MLA3*uBh+D9b11ow&h2($* zQiS@q0R_(kZ7XBQLc?MSsT1)-LtP6<;dnl5bh^d)XsYhNDbxoQ_VbzK_;B|AN@p0g zcU;)yt-LyBAs_oBAEjy=?5Ojf1!PoO)Ci5);-i6vOppy*?z?*euZ>!AOqOC4#lo#U zU}l)D^s=qkId`{%!LH@OKiu`K3VVDN_Tc>Xh#pjk@umBI_77TH>-;e)vo<0U%4_O% zk}-FCQ_xknN_5yeYu2hmKxf~{5x?~uJhJIsQ0{OJ1ql>e59KBxgqDsScLXwAeQbdOa(ncnHgLE!ky3Ba3g8MDR zs{i&J<^_6)18Uh_*SCU~S8-2VCmu_aX zogK@NdQW;ve9Gbl+A#Vy0<<1(ZB)aTC1OdJj6m{L^-5%-Vmg7VmEl_pJ%FL!R_au=w&-tb5XXf(RNx34C1Et2ss^!X78}SCBNW|Bk zAk0rX-Urc#4k{ng}{QY*foUlU=1qKgn^s$pPa;ivXOZM^jzA$_okvKGo=jo!EU z zTD4?7OP8ECX-p;Ys7*hE4O^x^MI%ad1?EGFC@AVenrin_GH&9yiEiUmdx{z3LuY4i zv$JHNBN94F;w8MhY)E26#1g*}AQ$QZz?7159Ft8;zrjWcsXGXenIHAPHgIwZ#HmZ6X>JDN7L zQuc?VC#2(IAgCS1C315V*Z z!#Bm~jbQCS((L1`_YA5${KAi${7y+_iZ)tZiL=JrBiwSL*1bOc_tvX}XMW^hBRLe? z=1^K=+55<^VL1=`$pjCZYTYxC?n1+HkRVaXE2e*=igMc67a=%S$PiGtT3HWiO_bpE z?AbgAUDn94d)=OL&{{Z{V%?+Rv_*bd~pi@zl0MPwg0SXv7TiDtDyNcZ0+1cKSla9{7*1+1s z$%NL*#)8()-o%#Hz=+nxitZm$&)C4(z{$j!;#&a%=mhN?jlVUe)_0Hpe007QB!C$} zr)Xm2{9Vb$2w>%405EdU1K8-9|7lfnF?9Zy-j%knwfet?@Xr|kx!nJ&F`8L8o4Xj& z8rj*<8Ce>AV-~X0iJBNVyEvNAh}fE0*qWF)TG*P=$UE9uevgLE(Av(B&c?v$Td~s# ze@}sgkzU2#+RniEn-FkvvM{r?F|l=~6SA}SkTd;<;d_p>Hpc(cX?{chu`tsESXns! ze?3j6@0e8_%m7yA|8K0OsKvJ+e=qQV7F^lUz}Css&e6u;ADREIS2A+6uy_6@zAL{| zA!`FCr|(=;RP;Ng`Ti=I*qHnyGT$U4Jp;2Ot>XVsAefn00n7~S0A}X@fk1q33?VyP z=WqFQ0{n963a2->;-XKS%CFap>(82^zic>~99MgSwrzZn%xoa|g2jZB>W zwR=R|oyC-#zfUdyDv8kp7+L?t_Rn4w{qEvl)uP|k|HOj(?nd+*#ggqmBqM-{`9CBR z;9Hje&A<%!Uh{v*e=hO8nT(W7{-sao~G13vZnBh6Bp!IS_q#46*ElA~Ku*`pb%8}{}@cJ^6H)A_#tl={_0tr=2y`&R0l zrTgCN_jQQ$^}OGjn(If9y7T!aNSh??!k|3N_xZdsSxfin>ldVCa)-FfxQ89>*Ctxa zr|bJ^zY-zx;&*>IT1(gDnxO6b{%M%}CeYOW{(O8$7liP+G8yaF+x4}2QfL(}iI!uD z8V;|+%<>KY=Jv9M=$7jRl6)mPO{YA%F+ea)yRd9@4*ptMmB}#C{I-9ppy)>%m0%$l z1Q0&5JM58pmvQIxtzHQ-s=fLKDB;~3#Ybk`MxV)Cj}d=@z&2gvac7Wz-X1!ZLW{`^ zmXyS-9W~MT*{D8_;-*7O=E6>ZR#2Ylryv`4?rOD%7V|e)LL^zfnM4Io=yY#HJgRD1 z0?v)rCF?HOzM|a%?-7h!8Y9oG0>+{cx!mi#e`3WQTB8VYO8vpTZ4cNB$h#x1Pyd&| zz@WSf;~^oA9zsbDh~{4^fU*Y`5p?QuSqV1QTC{K;_6Ig?3)!MHzokKlxd>IhV+aY2 z`75zVOel63XI{y!jGW327_mPaA_%4CohrJFvK41YpQzV*G(X zm@rMj^9NuKlySS67RzV1u=g~PwLFRfm|Nk&l<#OyZIc5Wz0?Y2&AkeYqbH1ya}X%oCx*LVi|A1?siJC$KmNVqJP?TMQKKXNT*_jAlEBR5KfI3G!a#36)tDaCzd;H5z$CC#07Z6VC!!? zvTF3n;W4UIL2$ts_BG(Hx2?i@^1jt#JHQIscj>ZkZy~)vcIAX`b@84eY0Tbq1g?+( z!K+z}#yMA)*0c@{n7lssW@azmz7Ex|EY4ErY5cmw?Q{w0L)8^$Q#6IjW@usOA9q=d zRikzdBuB$KDcfoFo{>p!iFITBz0vp61H3w27YD4qgw?YS3v>Z!%w#SM$sEGlv5y`| zUjM+J**p!x4iwfhJ~SLUZ9AU=_}3zTxqlv-C#t`|FY3>_{`zO*PIH>#jRzhI=Jh1q zs{OjA{-!=&sW(OfX1YjJC#HVTX3YFcvr`c^2;=oxPFla&YfsOiurGxtdRq~{Fw#ymt^Al2kl++_*gj)ux1aS3FX48G-=_M z6g)-w=AqiDE5Cst@X~6u=4sJM#XG$bG_fc)ZsPKE^O|YIZ*a|+L^m!4_6gB?1`5Ia znU+DwCA2wP==VCLya+?v!P{h=q(E|BiMu4%Oc3?trzcxGC8)olbmYUyaVF+c#x{CIKTHmNn?GvHA|V zPUZg;I>aMem9O{(14eot9|*kc=g;vB;)k@(5w_$sa#Ra1pF6OQ_5&`bY9-9~7L1JJ z(4WG@rL`{)8`e4j^Vj?hl|7KL3@+PZKvqL|?9uvefx!nevJuWM_-Z^<$LSoQt99Cs zhf8eHAaW}%Oh%$#5$otl)QG{NXtX-k0cDgDR8C^*~m2TpP`+a#huZVWT zx*=9;;MV>Pg@fvj}f($2h8qJeRkqHIkmzl=aST{}cT z6k3kI2K|?AP_@(?On3%7l)HyJ<7jFRYCeZ5!Lb zu&pq8=`YUP?f@5<7ASB6KKkUlD*ADl=mlD{nA%TKEmTlAhmbd@W?IO0Xyk;W<>Qhv zFR!eQey|W;Hto%%mfhl3OY0^d6295Bk?z3rIMTh~A_sX(AHX)v!2aCwa3-iL*c!-* z5(rJ81}VBu@kcD zQ{q^QhAD&`EjLoEbaBqnGQCR1&h_I*01Qo=I)yXhEL$W6Rza4K8d^*{51)GSnA_C?`f7Vx9tyJwa3!qaa>5RIl{bOHO1z2qP)+(^-X z`QZ`P$DqI=RrGCC!?{-_zDlIQhF*_ zVbOjb3~^Vven7Z;Ano9rq{sE?HaltDf%rL!xAt}U7ivWk1JOI z%&rmtS|kjfH*uxI`zPi`x}p|b4-)G_Q0xJrwg8uT6AZb0`IYFxK@gd)9J*;U{av^Z za6n8x*X~~q2Hq4Ts2(oPyqmAvVsa87R|c747k*EI->ZSvVNNE$9jI|Mcb^c;Ws67q z$J5QXKJRI~KXtRhia?5Sl~bW4FGjVz`f!7hVuM_eY(=?UZ|MZyn=4=>&SVnHdK8_c z{c0jNrbV2cSx(4%%n7J>7%;_>SGj0SeqMLtnU>EEIseHAwB(RwV0s%QF|$g6f|bOX zfSjDG2n3EGqYkNpxo8s?2@^VjhhL@rV04RHAiIKl7n4(Ui(pf`<~QW!5HBT$E*gkT zXLv|1XJ$elM3;(^$5Huq!d=}m0sD!T&o}RVcrhAw$7>F66Su`r#&i{%552!()k1H! zQ~XJu_2L>jdmS1~(rr5R9#7aD9kFka7u{G$2A~ZY4#lfRvYihs0U1n%`$G5uyHZ+5 z;+`3b%b`^9igo&uw~IxwY+JXD@8f5YvR3#{2Xq{qpp@^YikS^0fyEJw8!m8> zO!_#L##oYx(yn|or3RYSPQnSBi^x!mlal*AShL1%Vw+*V%%C){P|gr>?~jY|Mw&NyVYi zH@-NjAKvKbn!%s{h*t&aQ9^bbd94IrS$Yn}IDC#Mui&~S#K8mDNV}n60fbLB^ zNus8p3DIrCw+twGrk+E=U+c=gI@X2Y8Q%cZFyWaFbFi;0cqg6-tE)4>M7@yOl~}$L zbE6*W{+at1>&IThH~DzST)i`HEqH3%;MnY-JtSbT-6T=6y|$NlD6HF7Yx3RfnQ_4_ zyWI);DcQ*!^%trpM!xMSx_& zfQF9+kK`^AWB+>KQ&jgW#910@lgaNsT*(DM>m5G^h5F7-9)!G=gtKjg*>mw=e7(2T zmmAWS7Pe~C_>lqy!_cy0`$JvJHq5RYV`dpC=iq&VceC&-RlW`Ux>Gs)doEY`4e%aGZ5KZwrJmBj9ZgzkPp*f zQEi+}mykl1YNxeR{KNy5N8+qxbL4hcyBFx(M=sk%zR(G6hwQ-s_LcJz55o{!!wgE= zq8+diAh<+!8-?vMP|{l^`8>KeKUo}K-WQE zZv44v`fKC!@s7`qbYd|P{JGrusAQrQ;LV!rj*aH-l_W9r&?sA}432J zg?PLx@ecudKfN90!{CVp=U+JB%W|ylsjOCNCl9N!E^*l1usvdX*SsY19+WZ!zZHn4_uh%x>62UFD!f!dVFT~btnybv{dYnbH+SP7fQ|w zc+FG2FbT_GPzYZgoUSU0VDK?4!uiqN*!%jvYHGNi_LtZXy2z~8OM7}^9 zPWCzSLDg;7R%=e;8(8WB_(bLG$KFAP+J&f-oA`1vH8|J?CU2Pe zoOaUfzs_=Iz)WJH!GUVpy#e>vm(=PmU>8R1#4wYch};lHCj#biC3)|>fzT|ugVu1K zzby_Hy}9=t%CTrygmz=wW~(!F*x}B7=AaUby$FJ`gW^|PrM+a2zdPz5gu4sTpzts`krP3Ftb);I+%mCoK|KYtIQVfv zK6$pbPbUq?Y?T>#QfKK^nE73It{Eq?fx>mNUB;kML_Cp<+O}@{?87&hnQ5DdbLl#i z*KP>c#Zhw*KC+eao`elNey3d60$WfiTQ}_|4+$Q6q)EjT=)$%cM<3{vEIPw4^Vm(& z*NM+YFnd2;g&ug=ike!elucON3Mr95 zRL^TCY;*a1KQFMoi^ma9R zvMj60wp6F8T$Zoz`F_4~ZlqzL!sujd(8mwiwJ(=H-Z^gA7Vuvhci#Aaj#>lP0xq%Q zBJsf_t+sq?APJPSMK0&*2sheV^%e}Q=Ik}Ed(0xiAPa!yh=ud;e%KnmX-y!QnX>h` z&9ZG1mD8hk$V#<|MF2GmGV6wW|4_BtzB63m{v8c^vYy(8Ozr>bZZhK4Ri>DyWDR%$ zB;?DHK}5r>^MybE;nnyvz4Y5K+q(-gQB4N&^hl2fri1%8U-zIJj_K(^YGDY?@s_{y zs5OzR_a$Cy^d4{A8wY1t!LO4k>bIeIt%msa06bpsJLR=c;J!+5<>lmvH}0@UAB-pC zmPL=%6S+b!gwtjClKIJ@hps?KYubU`*6y?L(qzyslVcQbSo=E@ajgbO~3h1dDCwlcb)l8||DhNA+ig zJ|+uX6b2u!X*`FOv!!2Mi#UJp_`tFyWeKIRJxkppvq9YG1v1RD(BJg*NU|kWFkt||dQWgItAYeO9@xfKAuee{>z-(+*4$=6s8-eY9Q$MO2z;v2IXxJdM)i}f&c+sWkKP00;`LEU3faic7)v_&GeGRKG z3@_T#=D0EPmk1k!ZNUrBTAk44?>q|)eU3L=+B{hSgx9##*C9DoS_HdS_xWyF_%6jC zS)$|$`f)#*f4yz;<7fvxz>G^wioQFiK>=om3dpVMuT!YBfxJtR?U!xuiS$zxJAmQh zbhmL$eE-~It`j-+>kiYQlM!u;E`rpr(6ZC4ZuyZGP!(MXvKsX9{%06)$fh(4!h6voR-+Pv}(DH+l5;!=!$t%y^k*)0L@_Y zBcu~_CxT~gq$WWdyxgu^7vFm+=VMpr?a__Kli=|g>ka8``)-$AhG+v=73dc%QA=W- z%i$l!)9ye0z!Is+`E9#o)S4cjfI?QaTP-io}a)(>^5`VE>y2b{qhrKgfJ z6m&2Fo=mjvM-K#)a63OV>iv_cM$6Zled}b+c6>^0O8A{NKo?#H-|BY@?htmbcZdIj z)ZbTy0M4p4(*u^TrLnCj(=Y3h57aHPB%&GEZce7}WD8@ttgl>dCTEa?uk2AEj$@3% zzTj;R(1BSWEGB;vnOGk9X|`y7JmujJ#;3@2JSd-nBtkg3_uVD#AiY-5k8SbG@K!z{ z-FL*-eySR)p}3=*DT0Z(?XKrSwLpT=1yvVJ%Mc85v9|mit*RFqcMx@P8^Y!oFflX^ zsh^IxUa4IYd?o=5CVI3@ewD^&%fRQ-6hdjV+JrPQHi?%pm+`FPT!qC2(FNU>j~1T= zFB%Sv-cIjyb;3~zdj~=s>XQle2U>0oTIA8O;RmE{g&peNLf(Y@@$j+mi7_cL88NB! zWIM9~Yluz6vqIK+Bn;dPj0~hRsqEAYG zN3BpB50}c9A+kA^ppr?boEb-dPYFu>+bdf=5j?QPcD6RWv%Mb6VPCjd z;QTlCZAqPHl$R_|x=g}h-+4u%Sl}$hJz42(Y;e!NTk*fF_7xc8-zjWUlyaVG@pa>R z1Kww{Hbb2FmU1^6Hs?3>J1LH9D}Wq&(En`Cb&7gy@qFBz^cQdOe!Q9<{P5wb=!oZN z!`x|-rQ>yfn9=3kux|jiJhqFj5>@kXd?~)jrhYHDJMNN&!|uF^r^#OT-hU*5!{xtn z-q+`SM0$%I6h+mec?&rbyNoU9M}keprsd{7wf)>#?_UWH#*yL1_E>gK!G67*W()4( zyno5 zv%%BW?&NZEX*9}Jq=SB+tBHcHbX6q!y2)19f90tL-Di0&9i*iv3i|MlvIBs8zdUAR zuVGtQwd|I4TO0;kIpp=+`<_DnabdFjOSRv^9n&V5ZX2@&p(^-oTYec@MJ@ci71Ac~ zY6s62cpYe|@6Hxorsv}t{T<2sPy97LH&Att?iD2k5di&`*+Jn4lbrX5p%DBSrDpOptG4j$uy8| zuYwwACc0g6|G_me_YW$4kk@&tZOdoW$GEi-oB%`-;yhnP+q8A@OG1};j~p=f(4=E< z9hu?IeO`OMl|QVXKN#SN7-HdX@mGHF^-dWvxrJ~`;Sy*L=kGJzvb*`c$65*NP7621 z;~0^>Lv4~-jyxEltw=w{kcqQFkeJjZpA(@PkmwU*NA(pG`z;SE?wccu=M8h-Lc1lM zlYtF8?7JC|!7hVp{|mI>i$xQo#t_&Q<93Vf_|@H0ea-e9!5%7wC`Py$szXp6xAZUF z;$9elh$c>G6DPGv2#9wXZr`8U=UEmFibH0MDClE&&gg){>mj>Fct?TlMRWim--BBJ*Xy*%pfclhdUuTIX?15l%U8*T#%z#kmq5MBO1ve9XAs! zP1Pt#44SdUxec|!`|IDy3A+h?|{zuvEC`VV#0A0+r$2vZpgcdq85nVcNY_Myk00-H9rF%jL#%&RYzQpqWee z`$x9#TnmV%JsKaH5&w-Euumc0;LI8*oj+7N9BP8yg+nJ#_gwCNpYd4*e6!i#xfXEO zL@#l;dOO$5>mWljD!6`{VhHO(f8$8@O(GbY<6w_TljHaHxr+2PP)8i^O}}$3pgt0_ z4F2U>piV?k2L;xtu?7s*x*i%aLg`ab`;r(iOBmQBjWVjEj+ykU!%7;SQ2PhgY9$Sc z)Of1=snv!$eY2sa;627bo!Uy0#H^G7(5DFqOrTn-xdzZMj$VdDh2kKhT_qqPYKvd) z=Th`5%*`?}*4G6e?H@*df9G>p+`9!HMN{1Vi?V1j>H|R{(`I)Yoj0E|9nWC#m|UL? zA3dDtevZ49L{oCjtt(qqRn$DvZ7J!>tu1x4leE-)i;F7E9HVXbdHdqi(DnF;^apf3uy)*CW^Z|X`FDFh&*;M8 zd_E789o1zxs86<1A894cZF$muM@$@KjM;yF#UHqGXXP;*p=GhT&ky?{xV3Wh*Vi*L z&CV$V7eY%rleHou8JT*n$1JCq1@lnOq9Wj$G^Pj&N{RUE6fcNHAd1o1NteX5$5FKv z7%hF1_Z^qF2L3L;1%;C%q>(`997j<6q;RE9_(#*2$ax?Oi=*Sz4g|=@#gZkp?3a2C zlGmjVr>F(rgAA6qThCg0iXpWmP!r`Uh>5qsTL29quovJSq2pDv<+%M8V_NAC}(hcdak7TcGg;1hxXImovt=o?pH-Jje$OrULSS1 zv4cewUP7Q)l5NkPv7_Orw;*(Rc_Sal@v1@qO4Z0+FtqlxoGj5)a(){uI`>vg2H-F- zWOe%H!z&V2XDS{_98-olP28cvt=RZC)^oauccICt@!v#~j?gVvML(v&5NL zdwHgf#EQ>vq6RE5@dLoT+yhc1s7 z8{1Woe%PK?$%s14n<5|7e;7F_kVQspTdK2l;VV($Sed3?G;drIu>q7-(cq@t;P-?L z{wOqgz*FwW9f$Qb2Ps{3xp*RvA`BHv=BQ3Z zN;&2BHz454Ue0CPgI5CiqkrDoIZ_5oiw_{@HT@{C$hcmUAVoHn+U;CvC%5(Mp38Dc z#&!g0QKjO+8B9gF&8Xb+Lgy9U%gowATv#q|!`EwR$XQyA4GvCTRK)a01Wa(^z5a4g z4c^W#zh5iQ8BsMqe0_s?JNAmSWZ6)mglZjD$1{{WG8kDz=XsD4XVJ?Nf@UOAGsjL? zuc*~W&(d8EBUDaH`xD*cxJ(b!s5T-P`3SO5JxvIZ2`YqQY;PvGi1rfnL9y_f%uS`N zqKx@A0+7>f*GX#!rE!UzgJqXwmS&I)p@!Mm*FbNyD6*gi>czP02j=p=e|@QU}JED zyv<0xbv1<*sPgn>!jUBFGcHBS!~lmV9i03rH3flwT~r0uj$@6_Ep>H5D$BjnPTF89 zO^)6sJ`*)hFF_gi_m2Lld+%f%Pak@9zDdzM9Yua3|DNq(!x^Zt8J?PfyfNFD@;!s+@ zxk4UZ_48#%IY|im)qwT?tGo4opu#o;h;GVBjy>v>#v*5qEh{Jv=zSr!NzBme1 zIglOKQ<=c`f`wp&M&b^MCZPH&{rd#N6(x1SDe)Ugv|o~~*WMTiaW1ioB+}lA*T2oM zi>it>k8gMKRo4djespA_rCpO5j=ZaB4A)tc){{|Z3q6!BH+0Kb3s;EL@e-t_11<-o zu)*aeA#;TF4F!DDK<`-5kPoSgUv>pBuTohvt!RZ>O^Qd{y1@%8YT8rfXKo7!OHOb5 zE5_QeyNDYu3U)mC(pWSWvDH_k~q+<;9Z$RKc;J7b6&wgGlk2j~g# zoeoJ&7-4}83&S>F6o@N?Ihi$xhxJv=PTp2SXqWw2CoC7N=TNem$iQkyeI;;lply;B zSE?O_azrw4Nu)VXOT`+zg9-e&vbY$9XPfXG{`P69%y(h20vg}0U@Ch_+4rMCyO^q% zy3iH3$rx-+swnQV2dIz%2@A@N$j~dm%No>QB4mA;i6>LaCGO{XUq^$=IwUP~jK6hd z&I;JfPuw7M3JmNYzH|s(yT;Xg*Em;a){yU!w@={h%5uE2{oZQ9E(yUm?Kl-eeeJGf zn+MfHZ=*{!sDM+pcx~5eoglV1upNq9XzQRC*XX7_uQ%BkX|-+Zjxjp2+?+t$j&8gF zg%%E5q|hHoLjA5C@mI#xHQm3uh>*mHUPIN$gVbw+y}?m?ncG5Ko*=BBh1-S{nEeIg_5F3-W2M!KWD_8LjoBLdYR0uOt}`LI@gFWRr=kCh$E2gQ2rjWE%h_vsRjA{uwL4V?JdQt?~_0} zAxT2lOxic0XaBdhp1Gc&p3k=8ekqcI9^|AOgchU@w=$R(kZNxud8NmV2cA{W+b-@g zXoKxD)8;8(Al|mA0V&5mw}P037>{}wtQnhIT!-*x;laElUIEyR3_IS^X2hZ#^+b$D zp^HbZi_ulv=0zs}blexmHyL;f)IBC$X1^7SBMr!SyFXF2f5KJL3mo?dKz7{@2m9^$ zbJ)Cr;Qe2D;%b?%?q;|F!yvEd=LMDeKp>_y|ECqC6qKyS_gIG zy+wR^O0~Qn;w0nS6K=Dl6;*79k zsSyF1c(ephfwVhX_4hv)`mZ>;qL%Tvy$eZtde-=c@a2J^E!nHvPEtoI{RXbMmrIz( z?g?+wF;ZlG;EbVTL0NwQ)0}-`2-HGcCj{xt*7rbl5njTAISKdEvcqm^tR=m2-XJUD z#kET#3=JK{^17t)oSb1w0&t%ExWu~Ct@MdHAn64f6CV49aUwaz#)xe2iTE!>DiP&4_6cl57&+}4S8?Ujv%*OOsb_S0K?qBrqzQU1%clkEGK-3N*q%-E;WRPaqGexG9OPd`6d5Kw>g_4Qp z01r$tD<|!;-7~pA&n?fXm3I%_D10dYch`6M84ytfKdSIsw$!&aQV)ONN0zNB!jEE@ zaPjf_-Sa0&Py>*+50`5^1?0E}%jMKi{^Bu!oP ztVm!nH#gc5k_+M|*-n7P;|C|u0VCgaVgg;HZ!Z1Mth@0JcK?=0n|P{$Ox`ptu?F>5 z`PXnn3#5XMd!_h<#5n9x>g_0(!h+fmIYSvK2@Q=lhItd_AQ2LdiveD$K8$=x)|XBpsfDw=D*h%CY8Ked;&YKJ>KC&%BuGqztmrE98QOul zq7NmX4Nnv&VN`Ejv5C--keWs3DfMor>e9u}x8IQ^|V9yQfK~qvb+nyNS*o zPxg2xJ!5@I{lQ@Xndqm(Rd}WG%n?ke`>eh9tuV`zF303m=9lf@0u$Mn-9*QkNpNt= z9xb*`Lc$(Z^Je$KEX0IEy2n?ef%{~k+dfqIf}Tvf<9xy>Nc7DXFs%r#tWaji544QO z`GMiXnhw{`7{sFXHKL^;9?T{-DK2X2G41^>{5s}3QiXPE-x^y@BZFTyj2STE1{$Wn z3Tc0`3jA;aQHz@^T@Wt#Gqcl>0&VX)1OHR7E(jSWm3MytejF6=7j%LM`ZF9S z5n-En7ujkIj24?7C-pYp4!JbqtI{b}j%>;A1DXny2okC)-mPv1qDEh>6YZMZ!!VGcqV%xat-a3>G5s*oON1MvRlL`UQ*nwE-zotb*VJ zoG_f>D`pM~ipN-obunxeNgzq2V3C#2#Yh!u6D>N1;>>jJ5=GQupMrJkn@mw%$r zPzdn>b&F~fV<4)dBL}kyu5$jyF@M_o#>B0*-)o{HInk9|TO5-qC8W3+c zz+(YZX9TG4;*UsBf`b^4Fu}(TTT!r*@>qF2|Fy-$r5%}s&)lF$?Q1`w$x=(NkaZp$ zL5?}xvmw(?8WCNXEQR(pvx z-%YUYgLVH}d2<{TtLNL_2KC9~wM$KrBp8U+$HT~D{V|4`$fb9TylpqxO35J~tXXD> zC-DI?)<}Qi;G)@*VHofR!7KKQUg<}h?YA+6O ze|e4__nTA_wGwSdQV>8`hb--?d4?`^T!wZ}Ywe!6M3fpUxU~BlO@*$6XBSF%LSrO% z9|h_Rr2E?w8H3Mc5uObDt@}&&(T!8m&n0zO1omXcaQQcOE{6%p9VO)DV^5shXV5bd z({@9moG~uY>CTBEdcq_f=dgHMbJbT&$9})35sZ0WE69jEyVFuYjlXlx;1go*a{z=XpFgOd!=O^Z}Ny zdqkss+TSw=#o>ImE!?~w$~w_}Ffg{1xU0)|4u$tb9<(hlEZ?z$z+y+aXpZpd#d|+PiO)iq1~4RG z1}d|KNRR0ZEbjq9Cl*d)_ha<0+=V`rQdFtLOpU2l$AEKK2^`quxKwlj0j*pWO|ue~ zpG2_HJh>&)pukPZftWURh~*10C>qFZjQ5ptBbb~#j{IhdCCHeo(#hX5AnAW#V8bds z+4^NO^~*N+{$W8Tk}K(SjCdY|s#*u$gQxU)>FFqC1Wkg)jde5` zB)^{fc@PdZK!D>QTv8=iZpi)K@YbYb|3GuA+`cp*O1t?kP&>fCn#AW4x@l zY_bdhM{h_Wl?))D@~uHGn`!cG%Ej72;}O%*ms$t7VXi6;!zzQxrZn#?M1~CWx)I@KIwJO<`0l194bd`l%naP2xN6|%#uPei zTtIBCssXr(-4HF<1B1&7i;0u{NIbj#HNPXWUl|&31!B1EAzM6>MrO&K7G4-Q`!Jh1 zyMdX>Pl$SG0Ef=U_Gvc%45M1l)c}?nkjIREFOna`Fd{@!86@s*!B`48K`c_J6**Hh zgAU{FFMl;_Zq3;tckHC$xRgs^2C0RNDQ+n-b0)XcF5XNwL9T3U9%7;$D`$r)QCU=n znh@2fn=2_upH3;vH@Wi14(7v^BXyOC@*o8iyV={DeA zo;(v5qnK_U%|5suohNFzfIg9ow#X1k?6S(V^g-y#jrhIr30Ajc#icFreRge8Q4lHX zqBHuA5$}On=GeU2)Fv=UYN=wjqf*~}cizaH)vU?<(efuI&ZdZ#S2IG-T8R9*2&VsE zEZDalnw;`&YbCE}2&QMw173wT{1QJcU`=F@U(rMz;C_(cT0p`R+yy@@OI$}kf~YhE zd=>Kg_~mx~P-U122LdZQxV`MFZJt2lRRnrjJioEw&$pp^e~pL|sb2B@`U`BPsvjUp z63=}k3r=)`>(2lXd{wOaI03BaI(dmVx~yE;TSu;@wa|P}v^NcCm1SFYk$3#EI`oDYk-ua}i#) zV%^juLO@_`R>Zo1hCskoNk5G^D)n+_b6Y~Ps7LP`vr-AE5s@3;MROC#v|D^;g!Ymt zkLPp?M=D`yw2GlD%GEO}pEHTvh84KUgd`6uJudWv9nis7i8b3MO95;fL$e^}XQ(es z^qO`1NbkY2!puc!W!hFhZaLNg-`t2gw|ilYmaB+PuB$h?H+~dtGz&#gWwaKqD|f#+ zpDlNkM$<~&OOC9eCcn~ER%y&IdfH84zgm@YRoB?}3-a*XZxfql72B`*cZ#r_Mhd8} z?gW?yxk_&5iNAVs^6N@`fBbVZUkml4122a3o`OCX=$XRn@&S7DHfVLXYN9Mq>ZL$a zVK6i*d4G8prQLb-6A-N>LU@>w9iVYrrkS`~i3-NU0>K3FPvCrHXAV*v6zc%Noe_@l zURfbPb$0h)+_cc%JUs>ssDz)P*wyrvCGdHbL)e6ArPxO|QakJ}Fz@b#TApw0ydg{I zQ&Cp9ZD!d|VVZ`E=UoK$3L_7A2a6IT9#~~djoHn0rW{^5jFtl}s-G)ZQJ~t9Y=P>- zJWRtij&uR~Hf&f9?P}igI2QOQp%bA><)M)cgY|ArFR_I;g_A|Ykj2g&K@H#P6K%LU zYInGK5Ic!>%bZc&@b<{?sQ-R|8HS^Zc74=|22#A2#425#_xOkKVl_L9)X=pN!s5>Z zbS2_f5bjny!8aR$1=-D;Jzv1*w8w7Ln67Svhu7S3(rBF6(L|)f5)CfD4G9Rq>g6+% z%tLp*?)oJi&`nmpTL)D}tJAH2*a^segYuj^OD5fY>B9%|ejrX_mn@W|xg$bTXU-=Q zWtS`{O%jjAY)&v252ucSq`|ag`}ke1|P5UcAR?5B5&Qk98piiy=-Lr(u~X zST2jdqn|LiVy>2Q%3G=8kP$~^ej!s&K@Bnv$^mMCIxwALleR6s`(!VuhF&DR1UWUj zbeigzG_$Bwg0?3G(RaPE`%C|F5>{5 z)vrw8Wi2jON?OX_&763|Ye3!mtb$9|e7&XBvD@e5vF12w(OP(mp&iM;S8#Ny`QE@w((wN5O{8|Uk@VVPRmqd3Eg}OU=>@PE}0H~ zpp*1T_BLKMN+XOUesLr`AznhrToFhO)u8STsF$i{DLtWTOQwZEN_q;?3khwwvB^-%nL!A~}w) z&1z(tCiLn7_loAA)(vwNN6@>lAFf@x6tyGW1&nt&lw@zI+)T&@s*`PJQ>ZC`CcJCI zQ8UD77n0&m5qW%HjyAP$H2fYy@Eakf``I< z1-KZYky-?kK(QSx)8Gj1_|BRbXLk*jSn9Zg31(483GhK5u?~2l zFmi}0&aSlftem$rqMcy!cq&?G*hqIQYi`MigNv!Ie4C?rT>H~p!p&gyx%&Z*d3!_I z$81}~^8w%}*&TA0GDArtKFCeT|y|gr07|t@S#b9ZZOW=FbzJq<7;qB4U#AS;2 z(IA>`1eg_!rzl{?$``$5G2T75@NeBf-Cz6Sm#Pp^Xl+4Q=oiYLf{^;~*1ooi?rPv7 zrY3csctLi0!HqPYcqf72nC){aCg3MUwOj&gQnGVuN{edr`0-NWCnXgs{nDT&$3<)x z5jd^!-66EHTyE#YxBh&IYyz&)a7f86RXjGC>_;ITKfUdu$@SjbsycS?w+5nlx;Nu- z90sNB*ibrH97NwA$IdV3`!v7cSqTdV8vS0E5GHOnQO?|**+fS|UAvS^R3!_HA_O|K z9?iTOc39_dH*oioW3#y&Qywv^U|av%rC+k{?VZb4dY9Dp)Cx5ZEThg|P8Y>fpOw^z z>nj*F0Q(y%HPApB?nofJC^5rDVRlMqNA}9gGGp=_=jTJaceH9|%p+gWTNo(hp8n(VVSN^!d zJYCE4>?kyx7|eU>wqL;sEqC5R=RNVGV0%N#+og2IbKCC;W}A=L67u4?J2XLw>b4a& z@71{F)R6$U>anW*;f5(l$TN~HiZm7@8#JvygC^u6q}8vIS_RR{XwYb=JdP9eWUY(Y z#psQqk4s3a0^!ziA2Ea#v0%U&92k@$bvR7kzH#_HA)xjyJ$P~W%Zs>eADv!w*?LD` zpESO6)NG$ZG@y0VBz#6?@DGClUL`2j0}lq%fK4<69n_lWqhF}X6}KMoUz<7?G8!Uu z!!j3*7MS=WZcr%Dl;dTrMLQ;*Cf8Hh@a~$&cco3NkNA8tca6~MXQ&~iGubTy!Du2t zG+Nk`?oR`+t0DckZp6ky5wY#cWY8f+_D7( z1Dn+}9R9-R`SC0?ZTGbL=jF>R-7J~d!lKOgq)F*)_%$0UX8qNM=nfE-z9xsa&)Ro%3kx{ESEa2*3R&-& zy^MLHxqG@4s6<4D!0=bJYy0ue-)XLcU1;~d+0Mj~HI8830{TZMk+8lV(6Nu)nGEY$ zsyRBIS^@ic>BvjHxg&xQM1aT7_tEzZ;LW`p@56)=|H5G3%eWR99*q2}p!Wv}@yHjLiIm2Ro8bL;`} zLkZcRIL)5}D0CsWXY^nPrd;nsj$xL>UVJ5IU$Ho~rF`|8jQ7>%08+B`{YF~x*e>pt zGv76VBC>Osq?SgISw^`}M$KzFM*15-Y{a`u5r_haNFF(!B!#`n?e?H{~S+=J$ zRP1P=XHd&qV0ETdN?LH^oU|!z{xs&|m9@yb>r{-}At|L%DRcj_7^f?7Epbk!6(5|i z4JB#3f*Y-9(3*R4Sz%FexrQtEXZ36iV;Y95mbZft=(|$3gV|LrZ$Ta3(Nxj`OWg5L z(t<-kNG@X!qbn00jGVVzC~1KR66Gn~C5XX#NDK?EdqIFjVG}IkN%|V(3ftV_36d!c+NbG6M_+S}? zm)IZ)x&a@#EmPCk1z%Z9fZ-Rd?PuJ^IeiIxcDLv@Lf%H^*qb4BkXyp5& za`s|8+H3L|@7S=r$C01Whj;9#wlc~Kr7CW@2nK;c&BiF z$|Bxz7w&pyS^tzpxwtB42lyy&V;E#1QBEGcMC`o+y)VIScYF7=-UCmfF#h2+`r$SF zqcz~y0V5dajrXoU=CuGy5+ipQJ=p0lUKC(4B7t-Xl782UM*PWa9jhlONDR$WJ5N%B z!Mu$(A9h8Rtx2PlNS=pXx;%2`%4JpvN#o8PddTjTm|O#nJSXa?k|BH4sM0~6hEVx> z+b)#=R5iaTi`rn3^E-aQEg214ZH&^6QwhjUJPzVLaNew`<&b8AF378!u*9T^(safj7L#{H! zb_eU+~ltpD0vS zz1T*j>VZ$G~QbVJxgcu>)e@#akq56gGx$dD z3u~_at%fYSE=s3J2?oLTZN~@vjr(2$D>(b4GiT*32+IJQF#)h7$jv6mPD`ZOl8boG zt#*T}^`zOiic;l;I&YtXdsgsJSN&A<>hrWIO%nGv7HRcP4cl^cHF47|3O~!c8=Sl? zD)yPYs$Ofc9fNdqymdRL&-$3HzZLbb^d(HCq2M#&DT@OuB`Ee?4^v`USXwP8cUKa#xWQf`>^mGdUyPa$INd|*5OeQBxcTp`x3 zz7XvF#*xk^kzpl(+W;O}hBV)M_bXpm4vb0|KsMX_RH?pjwr-TYHg9QiDIR<8{Xw60OQQC)0A-%GPZ-`s;j%!@IH;YZ zJHOx?(^7G&wfnOLQ#DrEtzo;$hu_x-Jv=-6R-y@dZ0)0SbHy>}vV?yKcd9&>^THYM zjs{^4dr!*0wIRC_&=8hwj)r}7xAc%Hy0Y~9!bYyMv(IO+EKT|2I2zL5>3A!%M3;{= zv_6}rRZnMlFIRQ~H*t=<)hsc_Vh@ASjKhEHgX!*$CDcs5@^yiP5ODU#H+9P=$=jB9 zkkre|2LXX!oKd2Q;TUKKqf9C|ZWcA{pDJ_^)y zTi%4a$>c|L4iNzyB)!GxGj>!XbVvR^fe~Jjmr7`Ox>`)dr3f&*AU%ZrfBHLa; zz}cNL`wSB;I;h@U18j=>!2UE{60Tia;Yiq2sEaEz#b^@9_vM>OSLR9A(-P2`MTaKR z7K>9CilGHGc|&x>^jO&+cK((q-H|s|yFN`<)cjLlxF)E)Yu~JL-9J{@cN&r8n^n$# z?`{_e9tJ|z*!oIT_VZFVJvQ80ci>F-V%en3elOuJo+OjCwy?73Cw22wlyp!GZ=Tqi zCudtyHU2hHS+9KXM|a~#>eElx+$77nOA&@(@K`9hfblp|Z1oChj&uzk)xky;m)4@;~?V}_dVo9?ZUr5)bqR%RAABTg4En<74z z=~~K1);B7RJAW2geU!`BRgSC^YO57(%3?oSBpkx4S5*%zt*tH06FVap>d=k=)n)M? zr%In9t(BcKWG>HZr?xF{n(1XPW>HHXb}-migA>2jRyjQ*t-bLSR0(D`XHzMll9*|3 z8eMN(t!a1xn!wICK*|@c11eo=mWnVoidMNron5%{wW?ZOxe#bKY%0yoO`-WsO-_q% zp!R-H#fjCsmgd)NkYPzh!t9l3Pr3_HP%L4Y%5R;G(jDFTlhI@qcMEJpqG|gYUx?ZG z@CuKk55usny}=!p_o@V~&8;iJR#p|aJA{z!9~tU(01DiqUezs%y%i1l;RnwsP@hgc zKzbQl<*B-p%Xhv-1_Io|;vt~oKooG3yS}C|*P5ac zYb+35v$|dRKzqlwJKxn*<``(s-m$v1s&#d-FL^x^*%h^D0${R%5ihd~xBgV&Wgr9C zm|K`3)*FL5IW^cfsCTVCx&y+wOD8n1sxh_0`de=gjiSb56^mZWHPTv2f+z+cV|$p8 zJx{Ua*9fP~`76z?o2Yj?o?Tddiz|d5?sG{Ytp#UW>klwCSvl0Rn3S`06yqtH&dUK0 zPV)rnhYcqVq|zzO-sc(ObHyWbWW$Q2k#wo7?LxR7y%lkBr6hBQ0hof34ySTr{1~>r zH=#Gn!_lk+*|j(}2a`q4ymet`w3k(#wHn7H7Eonr)2{QV ze5V|79+sM(yj4r7x7^q&N5X{`W&0wbL~EedK}8!!|0qo5f}iDtX<`$`Syu zsOhK!Rv?HYsI0H4LZJWO-9*iFFXc~6pM@2&7`4Gm+62t1e^B4BAuZ(eRbPe+E$i|RV(1nsqlQLEe>GKOora&QH?`T1|wCK zUWyi-myw8zj%!UXg$o0#J{WFltlyO1##bwb&tN`8KKE~1Q`6y$x;hRHPAUw4uPO@* zbOS`T*81+ncE@j|0qGs7`ZUTJf#O^?OM#{A$?t(Y-Gism`p!O94Thx1@t4fj`qNd+ z(|XL+=Pw8L@?0n1(@+&^Lokr@!Xg~MqvDh2J2^*BqY8SaF!kK#L zs4tmlMiafaeV_|zLN6P<;$Xh+;x{C-NHW;;|X4!ta zgYL#=nb@xE*4JW-HYPJx3K2{?w}RSPF^VI$!&jKenDef9YD{JWP-cYcmICIi+C34w z)|>vNpIFO^ehxH9=ACFiKGA@~caQ#;cJY52+&`@CAItb(w2S}mgkl^2e?svca@RR6 zC9J=5JiJ0~<-i~;<{I$yfMcvkh=6ZGIaEtB6O)<_5Xu{j_C1 zw#?pycmR}6BZ4@jgrpDI>u7F0A>^TR7B_6whF``M}lLvu%Chj04QmDb$B zk=EA1iPqT2iO$*F*u@B7NM{6avH53S@)-flc^K$v8UEcE7->1!*;q;Kjcs|p?+m2> zgian?Ba{D+)FIP1^T|U0jRvr@{5RT{-?e;ix#53Ejrvwb-yo;8xy?7|Nei$yr4tsC z{^l4N>74#U@N}TF{dNf*=tP{XtaRn{ZH?_6zTa#8?-jZx|JHq1`hQT)x9!ZrNRQ9N z^50y}|M{U|W1;otLsm5KbR$(wE^USwZ@HG}$ z_I7kd_vLkhBQ3kvy+sT|>WSZeeT2v7ax;k6-T8iBf9(CX6@HwMP=-}-QGmbpadVZd zt1AGq6Pn~aEZegrRKnbKotU+$>+Oz|$=nI^)q44{gr@F6(e|{ZE3)RLsE~g7p}Vma z0RMXRJ#L|+vjw=HX)YU}Z{*ZKzH#_Gjd#H--0vY*yi#6cw!HrSwKyhfk; zw@AU5J`a-8krupMN(;9^8b>PLsB0;d5*WP> zv{!yl1f6aBGS2VnAcRMQ#v0Vt8Wn`4QRsb=Yg7_qA6v?&ik6bhB^L7qoWi{xCE5x` zc+(ynQ@sqOMJ^!x3vZ|@Jg+^hP+M0dxJcaQVZ>r=h=-3F|*-(Da{i1M)DznTy$(TGKIoDRWK zM3zl8i=Kn*4J*y6LlML;BTl(cZZ@XX3;bF*nOA3$&0G{ixN6mn-ZGnWOHR0 z&v`Xc<>yL2ud|j}soH~`^^IZRRNvUi14kFFj^BBcSW{koCy_z}KM_Jp-UZbBi}qVR zEB&dqvUkSBz0iP0t!?YvhbxzD@q7y@Yg&V)u9782yjGPVF8K3;tLOb%2vasRj%SZ$uw_AN>TU#bqp9{%#_OsiyN!58d#0Fe@3O zE609z9Z5-v2mh_9ac5@FXgKnor)Ta>F$>O#nz<;2Qhj)pxYa+I;1}6H)@mRSf{VGa zpM8ft8eln6atd-98LkqT1S*{^I9=qXS)avfe>;Fy3Rkh}c{OAIv^UVApN4&9JZRAO zer+Eqj+2S&=NGJr64y$Yn17l+_Vi#u@^<%lbbGJNIZN z{63E3*APOO!q||MLK?Q2mWY^+p`Q|athsE+WgB6ZpZF=XvdXOp3#rBAmg_+yQEoHK zZ6YzZq({oC(eupdx%}}w&w0M*e9rm)@jahEzJGn+pL4#imoE&`GW!uJV1M1wqTm%h zX00=!!3h#w(*)!o@1HoZ(Jj6tn5ch)gQfvyR`BH%zG^WT9gHUAfCM}2T^603ue(%x ztjjB%@xQ9(%JM_AWt&bw9`d=2(h4~i@jX>NRsTs8Y!zEF|1?eT%xYA?QHk?D;G%bL z^=girN}|49grilJ7d?^+ZS`Q6Wb4X_6r*Ef9K<9X!00e%)lq?4zhl{)bDzFmQH*e0 z!^V!p;+2=kmyCH?}DVswmU4Ik1T}STM@Dk#>2akks+&57ISj$X7R&k7i{E zI0{?_CylP-mu$iJoVsDXG5Z4&cs+=SG3`ulT%|6LQoSLP>OO`F_w6HwzkiiKaF(rZ zg-02E!xROLzUFn+SP`k9J?s%PQDM4G)`Bj1}p&S+nw`@z2(a><(( zUDYHa3ED%@4Fah%YeKWP(*Xr8 zJGa%`zGFaD}NU;{D1(HJag=URJ`()y)cq2zw2h zZ%6FRQJGrxGRtWklU8yH*?h^s?wLO4J=yN!BGzYoRjoj_B^#S8}>2cbD3h%c*X~JVb#2nuXWInE5TX(@GO53aBu#d3tr4sWCe#hdA z{W7QbPy@|J*(-IF7ZmcaXX|t0rP~|m@{nExV7N)%;~~&98E}5Q%H-Wco6@R`5n%4CkOmVN z+yc92?7BEjt0+}nkBQbRop7#!FTS72R7ibp#eFBinDa=6vNuNtO%GCyGc!Vywvc!E zZv@P#jysCg=!*UV9^FTe6Fz@2s-cb7ZXJuuZ`truV41ZTSQ6$k8*urJgVpI#bF6Mz z7uBHxzQe3c9ym#ib89u9{9DIXKj6yK8@Sz+DSedGw~TM^6h%cD;?>~E_HOFJD&i>k zh3zAMif5CS^du!v=sk1(s14e_D1#rh*Sk&mt=GPWVwmC0hV&R6(8rgr@9lcjClZ?s(l&?G}%_EzsZ(U~4u2WR4 zUTitFeQ0+dd1G$mtP%a>>&Yi*`O`xeAL}uz!baW=(!D2Dom+{26<4l*Uo3yrM9sF4 z{7gwyHP&&}B6e4CzJAEz^v+M)tvBKp;-@a@{)`FJ-kcrJNvyT)!%l0Z4s0f8Z>I-bZaLKZ@f{6x9ACVUd1KOA`HpvKK=U72ubq8zH)_os=ciwF?B^Ej zEInwc;HT1DUyCve_{M~<=)T-VtNEVGUP*b>k2oAEEvCUs{K%*les!3WlgHB`wLNXM z^eo_gS%irFFdN-k7t_g}m#Y!YnhvXMOn@2^7km>pk+XWobtlEdjmaHSkx{>+LNXuBrU^ zA2Wn)p8r2{!!P*0w`UOHUo<~Sy#4RfoL{0NiC!T5mrKAQGVD@#L=?nooBJ=(5d=g> zQXrB3;Y96DA{da0OWr!NqamcI*t-VP&jH~tzcy2h;dT*J6~S7dH?_b literal 0 HcmV?d00001 diff --git a/Tidy Data Transformation - Class fff Semester 2014J.R b/Tidy Data Transformation - Class fff Semester 2014J.R new file mode 100644 index 0000000..4f619a3 --- /dev/null +++ b/Tidy Data Transformation - Class fff Semester 2014J.R @@ -0,0 +1,88 @@ +#################### +## Load Libraries ## +#################### + +library(tidyr) +library(dplyr) + +################################# +## Load Data Frames from Files ## +################################# + +# Set working directory to data folder +setwd("~/GitHub/Project Data Files") + +# Load .CSV files and convert to dataframes +assessments_df <- read.csv("assessments.csv") +courses_df <- read.csv("courses.csv") +std_assessments_df <- read.csv("studentAssessment.csv") +std_info_df <- read.csv("studentinfo.csv") +std_registration_df <- read.csv("studentRegistration.csv") +std_vle_df <- read.csv("studentVle.csv") +vle_df <- read.csv("vle.csv") + +# Set Project working directory +setwd("~/GitHub/Feature-Engineering-Project") + +################################### +#### Begin Data Processing #### +################################### + +## Create data frames for semester 2014j of course "FFF." ## + +assessment_fff_2014j <- subset(assessments_df, code_module %in% "FFF" & code_presentation %in% "2014J", select = c(id_assessment, assessment_type, date, weight)) + +std_info_df_fff_2014j <- subset(std_info_df, code_module %in% "FFF" & code_presentation %in% "2014J", select = c(id_student, gender, region, highest_education, imd_band, age_band, num_of_prev_attempts, studied_credits, disability, final_result)) + +std_registration_fff_2014j <- subset(std_registration_df, code_module %in% "FFF" & code_presentation %in% "2014J", select = c(id_student, date_registration, date_unregistration)) + +std_vle_fff_2014j <- subset(std_vle_df, code_module %in% "FFF" & code_presentation %in% "2014J", select = c(id_student, id_site, date, sum_click)) + +vle_fff_2014j <- subset(vle_df, code_module %in% "FFF" & code_presentation %in% "2014J", select = c(id_site, activity_type)) + + +######################## +## Feature Generation ## +######################## + +# Create new data frame by combining Assessment data with Student Assessment data +combined_assessments_fff_2014j <- merge(std_assessments_df, assessment_fff_2014j, by = "id_assessment", all = FALSE) + +# Create new data frame by combining Assessment data with Student VLE data +std_assessment_vle_fff_2014j <- merge(combined_assessments_fff_2014j, std_vle_fff_2014j, by= "id_student") + +# Create new data frame by student vle information data with vle discription data +std_assessment_vle_fff_2014j <- merge(std_assessment_vle_fff_2014j, vle_fff_2014j, by= "id_site") + +# Create data frame of average score for specific assessment type of each student. +assessment_score_avg_fff_2014j <- std_assessment_vle_fff_2014j %>% dplyr::group_by(assessment_type, id_student) %>% dplyr::summarise(mean(score)) + +# Create table with average number of clicks per student and activity type +activity_type_sum_click_fff_2014j <- std_assessment_vle_fff_2014j %>% dplyr::group_by(activity_type, id_student) %>% dplyr::summarise(mean(sum_click)) + +# Spread new tables +spread_assessment_core_avg_fff_2014j <- tidyr::spread(assessment_score_avg_fff_2014j, assessment_type, 'mean(score)') + +spread_activity_type_avg_click_fff_2014j <- tidyr::spread(activity_type_sum_click_fff_2014j, activity_type, 'mean(sum_click)') + +# Merge student data and average data and feature together +df <- merge(spread_activity_type_avg_click_fff_2014j, spread_assessment_core_avg_fff_2014j, by = "id_student") +df <- merge(df, std_info_df_fff_2014j, by ="id_student") +df <- merge(df, std_registration_fff_2014j, by = "id_student") + +################################## +## Prepare Data.frame for model ## +################################## + +# Check for missing values in data frame +apply(df,2,function(x) sum(is.na(x))) + +################################# +## Export and Save New Dataset ## +################################# + +# Set Project working directory +setwd("~/GitHub/Feature-Engineering-Project/Data Upload Assignment") + +write.csv(df, file = "Tidy_Data_fff_2014j_Dataset.csv") + diff --git a/Tidy_Data_fff_2014j_Dataset.csv b/Tidy_Data_fff_2014j_Dataset.csv new file mode 100644 index 0000000..989e5f3 --- /dev/null +++ b/Tidy_Data_fff_2014j_Dataset.csv @@ -0,0 +1,1838 @@ +"","id_student","dataplus","dualpane","forumng","glossary","homepage","htmlactivity","oucollaborate","oucontent","ouwiki","page","questionnaire","quiz","repeatactivity","resource","subpage","url","CMA","TMA","gender","region","highest_education","imd_band","age_band","num_of_prev_attempts","studied_credits","disability","final_result","date_registration.x","date_unregistration.x","date_registration.y","date_unregistration.y" +"1",31296,NA,NA,1.57142857142857,NA,2.80952380952381,NA,NA,7.63461538461539,1,NA,NA,13.1904761904762,NA,1.1,2.32394366197183,1.83333333333333,75,53.6,"M","East Midlands Region","Lower Than A Level","30-40%","0-35",1,60,"N","Fail",-20,NA,-20,NA +"2",35747,NA,NA,4.55555555555556,NA,4.61904761904762,1.25,1,6.7741935483871,2,NA,1.66666666666667,1,NA,1.33333333333333,1.97619047619048,1.9,NA,54,"M","North Western Region","A Level or Equivalent","0-10%","35-55",0,120,"N","Withdrawn",-15,12,-15,12 +"3",35796,NA,NA,2.62790697674419,NA,3.80645161290323,1.33333333333333,NA,5.5,NA,2,NA,4.66666666666667,NA,1,1.95744680851064,1,NA,82,"M","Wales","A Level or Equivalent","20-30%","0-35",0,60,"N","Fail",-66,NA,-66,NA +"4",40857,NA,NA,2.375,NA,4.94117647058824,2,NA,2.65217391304348,1,1,NA,2.2,NA,1.14285714285714,1.88095238095238,1,NA,86,"F","North Western Region","A Level or Equivalent","30-40%","0-35",0,120,"Y","Withdrawn",-89,108,-89,108 +"5",40878,2,NA,2.65714285714286,NA,3.84883720930233,1.33333333333333,1,6.07643312101911,3,1.22222222222222,1.33333333333333,7.11538461538461,NA,1.04761904761905,1.94285714285714,1.28571428571429,91.8571428571429,88.8,"M","North Western Region","Lower Than A Level","0-10%","0-35",0,120,"N","Distinction",-86,NA,-86,NA +"6",42552,3.5,1,2.36086956521739,3.8,6.62773722627737,1.83333333333333,2.44444444444444,5.78909090909091,2.95238095238095,1.14285714285714,1.41666666666667,9.85606060606061,NA,1.8974358974359,1.93073593073593,1.19298245614035,68.7142857142857,74.2,"F","East Anglian Region","A Level or Equivalent","80-90%","0-35",0,90,"N","Pass",-150,NA,-150,NA +"7",43958,NA,NA,1.74789915966387,NA,3.43478260869565,1,NA,5.64179104477612,4.25,NA,NA,10.5454545454545,NA,1.33333333333333,1.66233766233766,1.25,90.3333333333333,90,"M","Wales","A Level or Equivalent","90-100%","35-55",1,60,"N","Fail",-115,NA,-115,NA +"8",45423,3.5,NA,4.77272727272727,NA,6.4375,1.44444444444444,1,9.10050251256281,2.79166666666667,1.7,1.25,12.6885245901639,NA,2.30555555555556,2.66517857142857,1.35555555555556,69.7142857142857,54.4,"M","South West Region","Lower Than A Level","70-80%","35-55",0,60,"N","Fail",-31,NA,-31,NA +"9",47861,6.66666666666667,NA,4.68933823529412,1,11.055,1.44444444444444,2.0625,5.76524390243902,2.26086956521739,1,1,11.8144329896907,NA,1.66666666666667,1.85185185185185,1.64102564102564,53.2857142857143,53.4,"M","South East Region","A Level or Equivalent","50-60%","0-35",0,60,"Y","Pass",-103,NA,-103,NA +"10",52275,NA,NA,5,NA,4.6,1,NA,4.7,NA,NA,NA,NA,NA,1,1.125,NA,NA,38,"M","London Region","No Formal quals","0-10%","0-35",0,90,"N","Fail",-136,NA,-136,NA +"11",56637,3.28571428571429,3,3.90427698574338,NA,7.10909090909091,1,1.51515151515152,4.92490118577075,2.15384615384615,1,1.09375,6.59090909090909,NA,1.03703703703704,1.77348066298343,1.13636363636364,83.8571428571429,90.8,"M","East Midlands Region","Lower Than A Level","50-60%","0-35",0,90,"Y","Distinction",-99,NA,-99,NA +"12",56667,2,NA,2.6,NA,2.65217391304348,NA,NA,3.20454545454545,2,NA,NA,15.5833333333333,NA,1.05555555555556,1.61290322580645,2,68.8571428571429,64.75,"M","Yorkshire Region","Lower Than A Level","40-50%","35-55",2,120,"N","Fail",-46,NA,-46,NA +"13",58884,3.44444444444444,2,2.94533762057878,NA,5.17514124293785,1,2,6.9478527607362,2.33333333333333,1.13333333333333,1.05714285714286,5.75903614457831,NA,1.07142857142857,1.66393442622951,1.56962025316456,88.8571428571429,91.2,"M","South Region","A Level or Equivalent","40-50%","35-55",0,90,"Y","Distinction",-50,NA,-50,NA +"14",63112,NA,NA,5.26086956521739,NA,4.15,2,3,5.37037037037037,1,1,NA,NA,NA,1.76,1.76470588235294,1,NA,49.3333333333333,"M","South East Region","Lower Than A Level","80-90%","35-55",0,60,"N","Withdrawn",-150,130,-150,130 +"15",64427,2.7,1,2.48936170212766,NA,3.50273224043716,1.66666666666667,1,9.60789473684211,2.6,1.07142857142857,1.05882352941176,9.65454545454545,NA,1.825,2.00420168067227,1.22222222222222,91.4285714285714,83.8,"M","London Region","A Level or Equivalent","0-10%","0-35",0,60,"N","Distinction",-78,NA,-78,NA +"16",66892,NA,NA,2.16666666666667,NA,3.57142857142857,NA,1,3.97297297297297,NA,1,NA,NA,NA,1.33333333333333,1.79487179487179,1,NA,66,"M","London Region","A Level or Equivalent","20-30%","0-35",1,60,"N","Withdrawn",-17,72,-17,72 +"17",69439,NA,NA,2.38461538461538,NA,4.15384615384615,1,2,2,NA,NA,1.5,14,NA,1.33333333333333,1.21739130434783,1,75,64,"M","East Midlands Region","Lower Than A Level","80-90%","0-35",0,90,"N","Withdrawn",-24,12,-24,12 +"18",71159,1,2,4.21511627906977,NA,5.125,1,2,7.99685534591195,1.47619047619048,1.75,1.44444444444444,9.74683544303798,NA,1.18823529411765,2.26760563380282,1.16216216216216,70.1428571428571,57.6,"M","North Region","Lower Than A Level","","35-55",0,60,"N","Pass",-44,NA,-44,NA +"19",74165,NA,NA,3.16216216216216,NA,3.75,1.5,1.1,6.04838709677419,2,1,NA,10.4655172413793,NA,1.0952380952381,1.43877551020408,1.30769230769231,91.7142857142857,81.8,"M","West Midlands Region","A Level or Equivalent","30-40%","0-35",0,60,"N","Pass",-72,NA,-72,NA +"20",75107,6.2,2,2.59878419452888,NA,5.73142857142857,2,1.8,5.66433566433566,4.07142857142857,1.11764705882353,1.13513513513514,5.21904761904762,NA,1.19444444444444,1.97029702970297,1.24444444444444,91.5714285714286,92.8,"M","North Region","Lower Than A Level","","35-55",0,60,"N","Distinction",-92,NA,-92,NA +"21",77692,NA,NA,3,NA,6.71428571428571,1.25,NA,11.2063492063492,3.22222222222222,1,1.5,10.0925925925926,NA,1.36842105263158,2.53846153846154,1.53333333333333,91.7142857142857,82.4,"M","Wales","HE Qualification","50-60%","35-55",0,60,"N","Pass",-46,NA,-46,NA +"22",77995,NA,NA,1.17647058823529,NA,2.9,NA,1.11764705882353,3.4047619047619,1.83333333333333,NA,NA,15.2702702702703,NA,1.33333333333333,1.53658536585366,1,74.5714285714286,71.25,"M","East Midlands Region","A Level or Equivalent","10-20","0-35",0,60,"N","Pass",-15,NA,-15,NA +"23",79610,NA,NA,5.72,NA,3.18478260869565,2,NA,5.71794871794872,4.8,NA,1.66666666666667,6.30827067669173,NA,1.26315789473684,1.99122807017544,1.27272727272727,68.4285714285714,86.6,"M","West Midlands Region","A Level or Equivalent","60-70%","0-35",0,60,"N","Pass",-61,NA,-61,NA +"24",80438,NA,NA,2.28671328671329,NA,5.47,1.5,1.28888888888889,3.7603305785124,1,1,NA,24.3768115942029,NA,1.17647058823529,1.75483870967742,1.15384615384615,96.7142857142857,69.75,"M","East Midlands Region","A Level or Equivalent","90-100%","0-35",0,120,"N","Pass",-86,NA,-86,NA +"25",82201,NA,NA,NA,NA,2,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,65,"F","London Region","Lower Than A Level","50-60%","0-35",1,60,"N","Fail",-16,NA,-16,NA +"26",84604,3,1,3.3006329113924,NA,6.64102564102564,1.16666666666667,1.35714285714286,7.75452716297787,2.625,1,1.08571428571429,7.14432989690722,NA,1.21666666666667,2.2626582278481,1.20833333333333,92.4285714285714,88.2,"F","North Region","A Level or Equivalent","60-70%","35-55",0,90,"N","Distinction",-79,NA,-79,NA +"27",85241,NA,NA,2.25,NA,3.0625,NA,NA,2.59259259259259,NA,1,NA,NA,NA,1.4,1.33333333333333,NA,NA,48,"M","South West Region","Lower Than A Level","50-60%","0-35",0,120,"Y","Withdrawn",-10,125,-10,125 +"28",87264,5.61538461538461,6.5,3.699604743083,NA,7.53714285714286,1.25,1,7.30985915492958,1.95238095238095,1.4,1.20454545454545,9.81761006289308,NA,1.14285714285714,1.79328165374677,1.43859649122807,95.2857142857143,91.6,"M","South East Region","Lower Than A Level","30-40%","0-35",0,60,"N","Distinction",-36,NA,-36,NA +"29",87322,NA,NA,2.95774647887324,NA,3.97058823529412,1.2,2.625,4.6,1.42857142857143,1,NA,13.2272727272727,NA,1.15,1.55038759689922,1.14285714285714,75.8571428571429,78.25,"M","Wales","Lower Than A Level","50-60%","0-35",0,120,"Y","Pass",-28,NA,-28,NA +"30",91801,NA,NA,2.96907216494845,NA,4.91489361702128,1,NA,5.76712328767123,4.125,1,1.5,14.2857142857143,NA,2.72727272727273,2.26744186046512,1.08333333333333,62,76,"M","Yorkshire Region","Lower Than A Level","50-60%","35-55",1,60,"N","Withdrawn",-146,79,-146,79 +"31",94749,NA,NA,1.90598290598291,NA,2.7,1,NA,7.21666666666667,2.66666666666667,1,1.5,12.8928571428571,NA,1.07142857142857,1.36046511627907,1,82.5,51.6666666666667,"M","Wales","Lower Than A Level","90-100%","0-35",0,60,"N","Fail",-22,NA,-22,NA +"32",98256,NA,NA,3.3469387755102,NA,3.42857142857143,1.66666666666667,NA,2.23076923076923,NA,NA,NA,3,NA,1.4,1.37037037037037,1,NA,68,"M","West Midlands Region","Lower Than A Level","40-50%","0-35",0,120,"N","Withdrawn",-101,12,-101,12 +"33",101217,NA,NA,2.21739130434783,NA,2.25806451612903,1.25,1.66666666666667,1.43137254901961,1,1.66666666666667,NA,1,NA,1.3125,1.52307692307692,1.25,NA,68,"M","London Region","A Level or Equivalent","40-50%","35-55",2,60,"Y","Fail",-44,NA,-44,NA +"34",102854,2.83333333333333,2,2.16428571428571,NA,2.40686274509804,1,1.66666666666667,6.00537634408602,2.33333333333333,1.18181818181818,1.16666666666667,8.08064516129032,NA,1.18918918918919,1.54263565891473,1.07692307692308,88,91.4,"M","South East Region","Lower Than A Level","40-50%","0-35",0,60,"N","Distinction",-116,NA,-116,NA +"35",105125,NA,NA,2.16666666666667,1,4,1,1.5,6.33333333333333,3.21428571428571,NA,1.5,7.57142857142857,NA,1.25,1.27777777777778,1,NA,62,"M","Yorkshire Region","Lower Than A Level","0-10%","0-35",0,60,"N","Withdrawn",-61,47,-61,47 +"36",105939,2,1,1.98214285714286,NA,4.41414141414141,1.33333333333333,NA,6.96938775510204,2.07692307692308,1.125,1.125,9.71641791044776,NA,1.0952380952381,1.51612903225806,1,78.4285714285714,79,"M","North Region","A Level or Equivalent","70-80%","0-35",0,60,"N","Pass",-50,NA,-50,NA +"37",107455,NA,NA,3.3030303030303,NA,3.57446808510638,1.8,NA,5.81818181818182,NA,2,NA,7.83333333333333,NA,1.23529411764706,2.14529914529915,1.26666666666667,NA,71.8,"M","Ireland","HE Qualification","50-60%","0-35",0,120,"N","Fail",-22,NA,-22,NA +"38",108949,NA,NA,NA,NA,1.77777777777778,NA,NA,1.47368421052632,1.5,NA,NA,NA,NA,1,1.24,1,NA,79.75,"M","North Western Region","Lower Than A Level","10-20","0-35",2,60,"N","Fail",-60,NA,-60,NA +"39",109577,NA,NA,2.66666666666667,NA,3.63793103448276,1,NA,5.54237288135593,1,2,NA,12.4081632653061,NA,1.26666666666667,1.5462962962963,1.33333333333333,73.8571428571429,71.25,"M","North Western Region","A Level or Equivalent","70-80%","0-35",0,120,"N","Pass",-50,NA,-50,NA +"40",110820,NA,NA,2.88571428571429,NA,3.5,1,1,5.44642857142857,2.5,NA,1.5,6.76190476190476,NA,1.33333333333333,1.41791044776119,1.16666666666667,86,76,"M","East Anglian Region","A Level or Equivalent","40-50%","0-35",0,60,"Y","Withdrawn",-108,90,-108,90 +"41",113702,NA,NA,2.88888888888889,1,5.46031746031746,1.75,1,5.1970802919708,5.24,1,1.5,4.69444444444444,NA,1.27272727272727,1.8448275862069,1.16666666666667,70,92,"M","Ireland","A Level or Equivalent","60-70%","0-35",0,60,"N","Withdrawn",-10,115,-10,115 +"42",116529,NA,NA,NA,NA,1.85714285714286,NA,NA,3.5,NA,1,NA,1.75,NA,NA,1.2,1,93,84.6666666666667,"M","West Midlands Region","Lower Than A Level","30-40%","0-35",1,120,"N","Fail",-46,NA,-46,NA +"43",119310,2,NA,3.43689320388349,2.33333333333333,3.57142857142857,3,2,7.57983193277311,1,1.5,1.5,11,NA,1.30508474576271,1.82307692307692,1.18181818181818,77,79.4,"M","North Western Region","Lower Than A Level","20-30%","0-35",0,150,"N","Pass",-57,NA,-57,NA +"44",119865,NA,NA,3.38095238095238,NA,3.5,1,4,4.20481927710843,1,1,1.42857142857143,14.5,NA,1,1.515625,1.27272727272727,91.7142857142857,87,"M","South West Region","A Level or Equivalent","30-40%","0-35",0,60,"N","Distinction",-37,NA,-37,NA +"45",125063,5.625,NA,4.11206896551724,NA,4.21904761904762,1.14285714285714,1.9,8.16022099447514,2.52380952380952,1.375,1.03571428571429,10.6969696969697,NA,1.26923076923077,1.83125,1.51851851851852,79.8571428571429,77.4,"M","London Region","Lower Than A Level","60-70%","35-55",0,60,"N","Fail",-136,NA,-136,NA +"46",127179,NA,NA,1.92307692307692,NA,7.375,1,NA,7.80769230769231,3,NA,NA,1,NA,1.25,2.28571428571429,1.25,NA,69,"M","South West Region","A Level or Equivalent","0-10%","0-35",0,60,"N","Withdrawn",-81,12,-81,12 +"47",129907,2.25,1,4.06106870229008,NA,6.26027397260274,1.66666666666667,1,7.63519313304721,3.06666666666667,1.11111111111111,1.13636363636364,8.57777777777778,NA,1.20833333333333,2.35911602209945,1.30769230769231,86.4285714285714,89.6,"M","East Anglian Region","HE Qualification","90-100%","35-55",0,60,"N","Distinction",-18,NA,-18,NA +"48",130409,NA,NA,1.72222222222222,1,3.91111111111111,1,1,3.66666666666667,1,NA,NA,11.6081081081081,NA,1.45454545454545,1.74528301886792,1,78.2857142857143,50.8,"M","South East Region","Lower Than A Level","20-30%","0-35",0,60,"Y","Pass",-143,NA,-143,NA +"49",131597,NA,1,1.93693693693694,NA,5.91666666666667,1,1,7.47272727272727,1.5,1,1.125,13.5813953488372,NA,1.05555555555556,1.49579831932773,1.25,74.5714285714286,72,"M","Scotland","A Level or Equivalent","40-50%","0-35",0,430,"N","Pass",-52,NA,-52,NA +"50",132423,NA,NA,4.07692307692308,NA,7.11111111111111,1.33333333333333,1,5.52941176470588,1.5,NA,NA,3.83333333333333,NA,1.75,1.6,NA,NA,92,"M","London Region","A Level or Equivalent","40-50%","0-35",0,240,"N","Withdrawn",-21,12,-21,12 +"51",132475,2.5,NA,2.76335877862595,1,4.04838709677419,1,2.625,4.84126984126984,4.66666666666667,1,1,8.10377358490566,NA,1.64583333333333,1.75,1.20689655172414,77.2857142857143,73.2,"F","Scotland","HE Qualification","20-30%","0-35",0,60,"N","Pass",-100,NA,-100,NA +"52",135280,2,1,9.55952380952381,7,4.63157894736842,1.5,1,2.04245283018868,2.4,1,1.11111111111111,9.22916666666667,NA,1.17142857142857,2.35294117647059,1.1304347826087,91.8571428571429,89.8,"M","North Region","Lower Than A Level","","0-35",0,120,"N","Distinction",-23,NA,-23,NA +"53",136944,NA,NA,3.18181818181818,NA,2,1.5,1,6.95833333333333,6,NA,NA,12.5714285714286,NA,1.14285714285714,1.38095238095238,1.28571428571429,89,NA,"M","Scotland","A Level or Equivalent","40-50%","0-35",1,90,"N","Pass",-15,NA,-15,NA +"54",139206,3.4,1.5,4.29545454545455,4,3.69014084507042,1.5,NA,7.28700906344411,3.27272727272727,1,1.125,6.3030303030303,NA,1.33333333333333,1.91428571428571,1.24324324324324,89.2857142857143,86.2,"M","Wales","Lower Than A Level","30-40%","0-35",0,60,"N","Distinction",-23,NA,-23,NA +"55",142310,3.75,NA,2.13888888888889,NA,3.71014492753623,1,NA,7.12422360248447,2.09090909090909,1.33333333333333,1.0625,10.2372881355932,NA,1.14285714285714,1.63636363636364,1.26666666666667,85.2857142857143,76.4,"M","Scotland","A Level or Equivalent","40-50%","0-35",0,180,"N","Pass",-94,NA,-94,NA +"56",143755,1,1,3.034375,1,5.79207920792079,1,1.59090909090909,4.97154471544715,2.61904761904762,1.09090909090909,1.57142857142857,11.1089108910891,NA,1.22033898305085,1.72522522522523,1.06521739130435,89.5714285714286,93.3333333333333,"F","East Midlands Region","Lower Than A Level","50-60%","35-55",0,60,"N","Pass",-144,NA,-144,NA +"57",144959,NA,NA,1.66666666666667,NA,2,NA,NA,5.05882352941176,NA,NA,NA,12.4285714285714,NA,1,1.375,1,76,68,"M","Ireland","A Level or Equivalent","90-100%","0-35",1,90,"N","Withdrawn",-11,188,-11,188 +"58",149178,NA,NA,3.19444444444444,1,4.07079646017699,1,2.33333333333333,5.125,3.25,1,NA,11.8135593220339,NA,1.16666666666667,1.66666666666667,1,72.2857142857143,88,"M","London Region","A Level or Equivalent","0-10%","0-35",0,60,"N","Pass",-18,NA,-18,NA +"59",149964,NA,NA,4.11111111111111,NA,1.88888888888889,1,NA,1.45454545454545,NA,1,NA,14,NA,1.33333333333333,2.1875,1,79,NA,"M","East Anglian Region","Lower Than A Level","70-80%","0-35",0,240,"N","Withdrawn",-75,NA,-75,NA +"60",150282,NA,NA,2.82051282051282,NA,2.59375,1.25,1,5.09090909090909,NA,1,NA,11.7966101694915,NA,1.07692307692308,1.79166666666667,1.3,74.2857142857143,82.4,"M","Ireland","A Level or Equivalent","80-90%","0-35",0,60,"N","Pass",-16,NA,-16,NA +"61",152524,3.36363636363636,NA,3.46053853296193,NA,10.8131868131868,1.16666666666667,NA,4.22727272727273,1.87096774193548,1.25,1.18421052631579,6.70992366412214,NA,1.11764705882353,1.73722627737226,1.06818181818182,91.4285714285714,92,"M","West Midlands Region","A Level or Equivalent","70-80%","35-55",0,120,"N","Distinction",-94,NA,-94,NA +"62",152917,3.6,1,3.75806451612903,1,6.18354430379747,1.16666666666667,1.5,6.61346633416459,2.19047619047619,1.08333333333333,1.11111111111111,12.6470588235294,NA,1.2280701754386,1.81742738589212,1.33333333333333,90.5714285714286,87.4,"M","North Western Region","A Level or Equivalent","20-30%","35-55",0,150,"Y","Distinction",-56,NA,-56,NA +"63",155938,NA,NA,2.16901408450704,NA,4.29787234042553,1.5,NA,5.64102564102564,3.125,1,NA,9.79411764705882,NA,1.08695652173913,1.71111111111111,1.22222222222222,81.7142857142857,85.2,"M","South Region","A Level or Equivalent","","0-35",0,60,"N","Pass",-102,NA,-102,NA +"64",157225,NA,NA,2.4,NA,6.30434782608696,1.4,3,5.48780487804878,2,1,1.5,2.75,NA,1.18518518518519,1.91358024691358,1,NA,76,"M","South East Region","A Level or Equivalent","60-70%","35-55",0,150,"N","Withdrawn",-34,128,-34,128 +"65",159906,NA,NA,2.5,NA,3.51351351351351,1,2.71428571428571,3.875,2,1,1.5,11.8,NA,1.07692307692308,1.81609195402299,1,81.7142857142857,67,"M","East Midlands Region","Lower Than A Level","70-80%","35-55",0,60,"N","Pass",-64,NA,-64,NA +"66",159947,2,1,3.78974358974359,NA,4.18556701030928,2.33333333333333,NA,5.67132867132867,2.69230769230769,1.33333333333333,1.33333333333333,6.94736842105263,NA,1.36842105263158,1.87943262411348,1.51282051282051,93,72.2,"M","Wales","HE Qualification","10-20","35-55",0,120,"N","Fail",-14,NA,-14,NA +"67",164148,2,2,2.55339805825243,NA,4.57446808510638,1.5,1,6.54430379746835,4.11111111111111,1,1.33333333333333,6.43229166666667,NA,2,1.98775510204082,1.28571428571429,94.5714285714286,84.6,"F","North Region","A Level or Equivalent","10-20","0-35",0,60,"N","Pass",-46,NA,-46,NA +"68",166123,2,NA,3.30555555555556,NA,3.85106382978723,2,4,7.41758241758242,2.88888888888889,1.2,1.2,8.63513513513514,NA,1.25,1.72549019607843,1.5,78.1428571428571,72,"M","East Anglian Region","Lower Than A Level","90-100%","0-35",0,60,"N","Pass",-28,NA,-28,NA +"69",169596,NA,NA,4.76315789473684,NA,2.42391304347826,1.25,NA,3.63636363636364,4.44444444444444,1.09090909090909,2,1.71428571428571,NA,1.22222222222222,1.52542372881356,1.36363636363636,NA,72,"M","West Midlands Region","Lower Than A Level","80-90%","35-55",2,90,"N","Fail",-14,NA,-14,NA +"70",170874,NA,NA,2.13333333333333,NA,3.125,1,1.25,5.22727272727273,1.5,1,NA,12.1851851851852,NA,1.46666666666667,1.65873015873016,1.11111111111111,61,56.4,"M","North Region","A Level or Equivalent","20-30%","0-35",0,60,"N","Pass",-89,NA,-89,NA +"71",171692,NA,NA,3.5,NA,2.3,NA,1,2.11764705882353,NA,NA,NA,NA,NA,1.57142857142857,1.60869565217391,NA,NA,25.6666666666667,"F","Wales","A Level or Equivalent","0-10%","0-35",1,150,"N","Withdrawn",19,153,19,153 +"72",172493,2.625,2,1.94366197183099,NA,4.08547008547009,1,2,7.48449612403101,2.1,1,1.11764705882353,9.07352941176471,NA,1.14285714285714,1.93048128342246,1.21875,79.8571428571429,83.6,"M","North Region","A Level or Equivalent","30-40%","0-35",0,90,"N","Pass",-56,NA,-56,NA +"73",173412,NA,NA,4,NA,4.84,NA,NA,6.12162162162162,NA,NA,NA,14.1764705882353,NA,1,1.55555555555556,1,84.75,86,"M","North Region","HE Qualification","20-30%","0-35",1,60,"N","Withdrawn",-72,171,-72,171 +"74",177492,3.8,4,3.74522292993631,NA,4.66165413533835,1.16666666666667,1,7.02734375,2.16666666666667,1.09090909090909,1.12121212121212,6.34862385321101,NA,1.02469135802469,1.88372093023256,1.23913043478261,86.1428571428571,90.4,"M","West Midlands Region","HE Qualification","10-20","0-35",0,60,"N","Distinction",-22,NA,-22,NA +"75",184627,NA,NA,6.36363636363636,NA,3.5,1,3.5,4.71052631578947,NA,NA,NA,1,NA,2.33333333333333,2.43589743589744,1,NA,32,"F","London Region","HE Qualification","0-10%","35-55",4,240,"N","Withdrawn",-155,12,-155,12 +"76",184720,NA,NA,3.31818181818182,NA,3.58974358974359,2,NA,4.46666666666667,NA,1,NA,12.5,NA,1.18181818181818,1.56521739130435,1,89,75,"M","Wales","Lower Than A Level","10-20","0-35",3,60,"N","Fail",-58,NA,-58,NA +"77",185994,4,2,2.66037735849057,NA,3.18556701030928,3,2,6.31489361702128,4.53333333333333,1,1.11111111111111,7.51666666666667,NA,1.06896551724138,1.44915254237288,1.08,92.7142857142857,83.8,"M","East Anglian Region","A Level or Equivalent","20-30%","0-35",0,60,"N","Pass",-114,NA,-114,NA +"78",191504,NA,NA,1.71794871794872,NA,3,1.2,NA,2.73684210526316,NA,NA,1.5,11.3333333333333,NA,1.82352941176471,1.27272727272727,1,NA,76,"M","Ireland","Lower Than A Level","10-20","0-35",0,90,"N","Withdrawn",-53,151,-53,151 +"79",194163,4,1,2.41935483870968,NA,3.56451612903226,1.5,NA,6.12623762376238,4.26086956521739,1,1.21739130434783,6.46464646464646,NA,1.36708860759494,1.45622119815668,1.11111111111111,91.7142857142857,88.2,"M","Yorkshire Region","Lower Than A Level","10-20","0-35",0,90,"N","Pass",-31,NA,-31,NA +"80",195246,NA,NA,2.5,NA,3.4811320754717,1.5,1.4,2.15966386554622,2.66666666666667,1.16666666666667,1.16666666666667,12.9830508474576,NA,1.08045977011494,1.66447368421053,1.39285714285714,55.5714285714286,57,"M","West Midlands Region","Lower Than A Level","10-20","0-35",0,60,"N","Fail",-124,NA,-124,NA +"81",195552,2,NA,2.41258741258741,NA,3.73728813559322,1.33333333333333,1.55555555555556,6.51342281879195,1.85714285714286,1.66666666666667,1.09090909090909,14.0503597122302,NA,1.19047619047619,1.53365384615385,1.21052631578947,87.8571428571429,95.8,"M","Yorkshire Region","A Level or Equivalent","20-30%","0-35",1,120,"N","Pass",-88,NA,-88,NA +"82",197536,NA,NA,2.625,1.5,3.3030303030303,2,NA,8.88524590163934,2.2,1.66666666666667,NA,12.5409836065574,NA,1.66666666666667,2.25252525252525,1.33333333333333,69.7142857142857,77,"F","Yorkshire Region","A Level or Equivalent","80-90%","0-35",0,90,"N","Pass",-49,NA,-49,NA +"83",199009,NA,1,2,NA,2.69902912621359,NA,NA,5.792,2.33333333333333,1,1,14.9722222222222,NA,1.1,1.26271186440678,1.21052631578947,90,78.2,"M","Scotland","Lower Than A Level","70-80%","0-35",0,90,"N","Pass",-58,NA,-58,NA +"84",204117,NA,NA,1.94230769230769,NA,5.67567567567568,2,NA,6.64935064935065,3,2,1.5,9.90909090909091,NA,1.2,2.09230769230769,1,79,88,"M","London Region","Lower Than A Level","70-80%","0-35",0,60,"Y","Withdrawn",-66,136,-66,136 +"85",226955,NA,NA,2.27397260273973,4,4.8936170212766,1,NA,7.21052631578947,4.33333333333333,1,1.5,14.2272727272727,NA,1.30434782608696,2.15315315315315,1.66666666666667,84.25,79,"M","East Midlands Region","A Level or Equivalent","40-50%","0-35",0,60,"N","Fail",-141,NA,-141,NA +"86",228633,2,NA,2.87309644670051,8.5,3.21052631578947,2.5,NA,4.40760869565217,1.16666666666667,1,NA,5.20833333333333,NA,1.18918918918919,1.4228855721393,1.47619047619048,88.2857142857143,84.8,"M","West Midlands Region","Lower Than A Level","50-60%","0-35",0,110,"N","Pass",-68,NA,-68,NA +"87",229498,3.33333333333333,NA,3.67716535433071,NA,4.05309734513274,1.125,1.85714285714286,8.95939086294416,3.41666666666667,1.2,1.33333333333333,8.58974358974359,NA,1.45454545454545,2.05325443786982,1.27272727272727,72.8571428571429,90,"M","Scotland","A Level or Equivalent","0-10%","0-35",4,60,"N","Pass",-56,NA,-56,NA +"88",230947,NA,NA,2.11111111111111,NA,3,1,NA,3,NA,1,NA,NA,NA,1,1.35714285714286,1,NA,76,"M","North Western Region","Lower Than A Level","40-50%","0-35",0,90,"N","Fail",-128,NA,-128,NA +"89",232173,1.5,NA,3.57766990291262,NA,2.01538461538462,1.33333333333333,2,7.89723320158103,3.17857142857143,1,1.125,8.97402597402597,NA,1.16666666666667,1.67088607594937,1.51282051282051,69.4285714285714,68,"M","North Western Region","Lower Than A Level","30-40%","0-35",0,60,"N","Pass",-142,NA,-142,NA +"90",234661,NA,1,2.64848484848485,NA,4.52884615384615,1.25,NA,7.07894736842105,3.33333333333333,1.5,1.16666666666667,10.3363636363636,NA,1.26923076923077,1.86802030456853,1.3,91.7142857142857,88.4,"M","South Region","Lower Than A Level","80-90%","0-35",1,60,"N","Pass",-18,NA,-18,NA +"91",235747,NA,NA,NA,NA,5.25,1,NA,4.76923076923077,NA,NA,NA,12.6666666666667,NA,1.33333333333333,1.5,NA,61,74,"M","South West Region","A Level or Equivalent","50-60%","0-35",0,60,"N","Withdrawn",-31,12,-31,12 +"92",235768,NA,NA,4.07017543859649,NA,4.66666666666667,1.5,3.66666666666667,4,1,1,NA,13.4912280701754,NA,1.46666666666667,2,1.33333333333333,72.1428571428571,83.25,"M","South West Region","A Level or Equivalent","60-70%","35-55",0,60,"N","Pass",-115,NA,-115,NA +"93",235971,1,NA,2.56147540983607,NA,2.96666666666667,4,NA,5.26976744186047,2.25,1,1.375,5.18115942028986,NA,1.11764705882353,1.51388888888889,1.33333333333333,86,87.8,"M","West Midlands Region","A Level or Equivalent","10-20","0-35",0,60,"N","Pass",-107,NA,-107,NA +"94",236090,NA,NA,3.19047619047619,1,3.77777777777778,1,1.5,7.11111111111111,2.28571428571429,1,1.27272727272727,7.95918367346939,NA,1.38636363636364,1.86857142857143,1.15625,71,64.4,"F","East Anglian Region","Lower Than A Level","50-60%","0-35",0,180,"N","Fail",-137,NA,-137,NA +"95",237891,NA,NA,1.65882352941176,NA,3.54081632653061,1.33333333333333,NA,4.63841807909604,1.5,NA,1,9.94339622641509,NA,1.22222222222222,1.49324324324324,1.2,85,72.4,"M","Scotland","A Level or Equivalent","50-60%","0-35",1,120,"N","Pass",-37,NA,-37,NA +"96",249357,5,NA,3.33333333333333,NA,5.36986301369863,2,NA,8.06666666666667,2.2,1,1.66666666666667,10.7931034482759,NA,2.04761904761905,2.35757575757576,1.1304347826087,88.1428571428571,75.6,"M","North Region","Post Graduate Qualification","","35-55",0,60,"N","Pass",11,NA,11,NA +"97",251166,4.66666666666667,1,3.4321608040201,NA,5.34965034965035,1.2,1.66666666666667,6.2280701754386,4.45454545454545,1.85714285714286,1.2,10.6463414634146,NA,1.36111111111111,2.20512820512821,1.40384615384615,78.4285714285714,72.8,"M","South West Region","A Level or Equivalent","50-60%","0-35",0,60,"N","Fail",-95,NA,-95,NA +"98",253633,NA,NA,3.578125,3,4.21590909090909,2,NA,8.75647668393782,2.27272727272727,1,NA,10.7777777777778,NA,1.2,1.93854748603352,1.25,86.5714285714286,83.4,"M","South West Region","Lower Than A Level","30-40%","0-35",0,60,"N","Pass",-37,NA,-37,NA +"99",253763,1.8,1,3.125,NA,5.57894736842105,1,1,7.88836104513064,6.27777777777778,1.6,1.16666666666667,12.047619047619,NA,1.07142857142857,1.91095890410959,1.28125,85,84.6,"M","Wales","A Level or Equivalent","20-30%","35-55",0,90,"N","Distinction",-23,NA,-23,NA +"100",258245,3,NA,2.11340206185567,NA,3.39080459770115,2.33333333333333,1,5.12698412698413,NA,NA,1.5,11.0694444444444,NA,1.17391304347826,1.47590361445783,1.2,69,65.2,"F","North Western Region","Lower Than A Level","0-10%","0-35",0,60,"Y","Pass",-120,NA,-120,NA +"101",258509,NA,NA,1.72727272727273,NA,2.72897196261682,1,1,5.01683501683502,1,1.2,1,7.75903614457831,NA,1.04545454545455,1.42657342657343,1.03846153846154,87.8571428571429,75.6,"M","Scotland","HE Qualification","90-100%","0-35",0,90,"N","Pass",-37,NA,-37,NA +"102",258978,NA,NA,2.09090909090909,NA,4.0655737704918,1,NA,4.54464285714286,1,NA,NA,14.4342105263158,NA,1.425,1.72077922077922,1.41666666666667,69.4285714285714,77.4,"F","South Region","A Level or Equivalent","20-30%","0-35",1,60,"N","Pass",-115,NA,-115,NA +"103",261863,NA,NA,1.97058823529412,NA,2.69230769230769,1,1,2.93333333333333,2.22222222222222,2,NA,1.25,NA,1.5,1.31481481481481,1,NA,60.6666666666667,"M","Scotland","Lower Than A Level","20-30%","0-35",0,120,"N","Withdrawn",-107,192,-107,192 +"104",262025,NA,NA,3.38078291814947,NA,4.93396226415094,1.75,3.5,5.49668874172185,3,1,NA,7.6031746031746,NA,1.26666666666667,1.82170542635659,1.3,90.8571428571429,95,"F","Scotland","A Level or Equivalent","60-70%","35-55",0,60,"N","Pass",-79,NA,-79,NA +"105",262394,NA,NA,2.20833333333333,NA,2.16981132075472,1,1,7.625,NA,NA,NA,9.63513513513514,NA,1.33333333333333,1.54117647058824,1,65.7142857142857,58.8,"M","South Region","A Level or Equivalent","40-50%","0-35",0,60,"N","Fail",-148,NA,-148,NA +"106",263862,4.625,NA,2.54320987654321,NA,4.12676056338028,1,NA,6.37662337662338,2.36363636363636,1,1.18518518518519,13.6842105263158,NA,1.14285714285714,1.5,1.18518518518519,91.2857142857143,89.2,"M","West Midlands Region","A Level or Equivalent","90-100%","35-55",0,60,"N","Distinction",-37,NA,-37,NA +"107",265497,NA,NA,5.20754716981132,NA,3.07017543859649,1,2.27272727272727,4.775,2,NA,NA,10.2820512820513,NA,1.84615384615385,1.79710144927536,1.33333333333333,92.1428571428571,91.25,"M","North Western Region","HE Qualification","0-10%","0-35",0,60,"N","Pass",-30,NA,-30,NA +"108",268823,NA,NA,1,NA,3.5,NA,NA,5.8,3,NA,NA,10.4285714285714,NA,1.5,1.23076923076923,2,84,88,"M","Wales","No Formal quals","10-20","0-35",0,60,"N","Fail",-31,NA,-31,NA +"109",269584,1.66666666666667,NA,1.36842105263158,NA,2.96296296296296,1.33333333333333,NA,4.72058823529412,NA,1,NA,8.88571428571429,NA,1.05882352941176,1.64646464646465,1.18181818181818,90.8571428571429,62,"M","Scotland","A Level or Equivalent","40-50%","35-55",0,90,"N","Pass",-36,NA,-36,NA +"110",270421,NA,NA,4.28888888888889,NA,4.93478260869565,NA,NA,8.18791946308725,NA,1,NA,23.2638888888889,NA,1.59259259259259,2.24742268041237,1.66666666666667,98,78.6,"F","West Midlands Region","A Level or Equivalent","40-50%","0-35",2,90,"N","Pass",-28,NA,-28,NA +"111",275127,NA,NA,3.77777777777778,NA,3.85714285714286,1,NA,6.7,1,NA,NA,NA,NA,1.55555555555556,2.05263157894737,NA,NA,50,"M","Wales","A Level or Equivalent","80-90%","0-35",0,120,"N","Withdrawn",-15,NA,-15,NA +"112",276265,4.5,1,2.77777777777778,NA,4.36170212765957,NA,NA,9.22006472491909,2.09090909090909,1,NA,13.9333333333333,NA,1.15789473684211,2.22222222222222,1.44444444444444,73.8571428571429,75.2,"M","Scotland","A Level or Equivalent","80-90%","0-35",2,60,"Y","Pass",-15,NA,-15,NA +"113",276337,NA,NA,2.33333333333333,NA,3.40909090909091,1,NA,2.27777777777778,1,NA,NA,7.25,NA,1.125,1.37931034482759,NA,NA,75,"M","South Region","Lower Than A Level","90-100%","0-35",1,120,"Y","Withdrawn",-128,128,-128,128 +"114",277384,NA,NA,2.83870967741935,NA,5.48648648648649,1,NA,8.87012987012987,8.875,NA,1.5,3.58620689655172,NA,1.2,2.06896551724138,1.1,NA,73,"M","London Region","Lower Than A Level","30-40%","0-35",0,120,"N","Withdrawn",-122,12,-122,12 +"115",278380,1,NA,5,NA,3.04347826086957,1.2,NA,7.03517587939699,3.2,1.5,1.5,15.84375,NA,1.21052631578947,1.832,1.5,82.1428571428571,68.2,"M","North Region","Lower Than A Level","60-70%","0-35",0,60,"N","Pass",-70,NA,-70,NA +"116",279440,4.5,2,3.16,1,4.06593406593407,3,1.33333333333333,4.75688073394495,2.8,1,1.15625,7.71428571428571,NA,1.15625,1.71641791044776,1.14285714285714,91.5714285714286,89.6,"F","Scotland","HE Qualification","0-10%","0-35",0,60,"N","Pass",-29,NA,-29,NA +"117",279653,2.5,2,2.84210526315789,NA,4.64238410596027,1.6,NA,5.87333333333333,3.22222222222222,1,1.16666666666667,6.89285714285714,NA,1.14705882352941,1.90613718411552,1.28846153846154,92.5714285714286,86.6,"F","South Region","HE Qualification","90-100%","35-55",0,120,"N","Distinction",-102,NA,-102,NA +"118",279883,NA,NA,1.73333333333333,NA,3.63636363636364,1,NA,4.32258064516129,1,1,NA,5.3,NA,1,1.48148148148148,1,NA,56,"M","East Midlands Region","A Level or Equivalent","0-10%","0-35",0,180,"N","Withdrawn",-25,12,-25,12 +"119",281134,2.83333333333333,2,2.48809523809524,NA,4.47204968944099,1.66666666666667,1.66666666666667,5.45192307692308,2.5,1.33333333333333,1.07692307692308,6.81196581196581,NA,1.29166666666667,1.44255319148936,1.34782608695652,88,83,"F","Scotland","A Level or Equivalent","20-30%","0-35",0,90,"N","Pass",-28,NA,-28,NA +"120",282849,NA,NA,2.25,NA,4.76190476190476,1.5,NA,8.52278820375335,1.44444444444444,1,1.5,8.11340206185567,NA,1.08333333333333,1.69201520912548,1.4,77.5714285714286,80.8,"M","North Western Region","A Level or Equivalent","0-10%","0-35",0,60,"N","Pass",-15,NA,-15,NA +"121",283402,1,NA,3.16438356164384,NA,5.0078125,1.25,3,6.63973063973064,4.2,1.75,1.36363636363636,18.025974025974,NA,1.62790697674419,2.66037735849057,1.40625,75.1428571428571,90.8,"M","London Region","HE Qualification","30-40%","0-35",0,60,"N","Pass",-11,NA,-11,NA +"122",286778,NA,1,3.22689075630252,NA,3.5049504950495,1.75,1,5.96888888888889,4.5,3,NA,10.3392857142857,NA,2.04,1.688,1.25,84.5714285714286,87.2,"F","Wales","A Level or Equivalent","40-50%","0-35",0,60,"N","Distinction",-14,NA,-14,NA +"123",287079,NA,NA,3.60810810810811,NA,3.51923076923077,1.25,1.33333333333333,6.65317919075145,4.5,NA,1.5,10.8552631578947,NA,1.42222222222222,1.83703703703704,1.46153846153846,59.8571428571429,50.6,"M","London Region","HE Qualification","40-50%","35-55",2,60,"N","Fail",-44,NA,-44,NA +"124",287258,3.11111111111111,2,2.68544600938967,NA,3.96521739130435,1.14285714285714,1.625,6.66071428571429,2.33333333333333,1,1.14814814814815,8.91803278688525,NA,1.14285714285714,1.6125,1.35483870967742,74.8571428571429,83.2,"M","Scotland","A Level or Equivalent","60-70%","35-55",0,60,"N","Pass",-136,NA,-136,NA +"125",289247,NA,NA,1.55,NA,4.70588235294118,1.33333333333333,NA,6.95652173913043,1.25,1,1.22222222222222,10.9433962264151,NA,1,1.63522012578616,1.52631578947368,85.8571428571429,86.8,"M","South Region","HE Qualification","80-90%","0-35",0,90,"N","Distinction",-25,NA,-25,NA +"126",294112,NA,NA,3.15503875968992,NA,4.93506493506494,1.5,1.875,4.76190476190476,2.23076923076923,1.5,1.5,4.89285714285714,NA,1.33333333333333,2.06338028169014,1.09090909090909,NA,81,"M","Scotland","A Level or Equivalent","40-50%","0-35",0,150,"N","Fail",-28,NA,-28,NA +"127",294219,7.75,1,3.14659685863874,NA,6.30656934306569,1.25,1.33333333333333,7.188,6.41176470588235,1.375,1.28571428571429,8.7962962962963,NA,1.09090909090909,1.90376569037657,1.22222222222222,91.2857142857143,93,"F","North Western Region","A Level or Equivalent","30-40%","35-55",0,60,"N","Distinction",-45,NA,-45,NA +"128",294920,NA,NA,3.71428571428571,NA,10.25,1.14285714285714,2,6.25862068965517,3.14285714285714,1.25,NA,5.8695652173913,NA,1.66666666666667,2.46320346320346,1.32142857142857,NA,83,"M","Scotland","Post Graduate Qualification","20-30%","35-55",0,60,"N","Withdrawn",-93,93,-93,93 +"129",294929,1,NA,5.03225806451613,NA,4.50714285714286,2,1,8.5,12.7142857142857,NA,2,5.9620253164557,NA,3.07692307692308,2.46710526315789,1,50.8571428571429,70.25,"M","North Western Region","A Level or Equivalent","50-60%","35-55",0,90,"N","Pass",-148,NA,-148,NA +"130",295893,NA,NA,1.7,NA,4,NA,NA,3.76923076923077,NA,NA,NA,1.83333333333333,NA,1,1.57142857142857,1,NA,23,"M","East Midlands Region","A Level or Equivalent","10-20","0-35",0,60,"Y","Fail",-43,NA,-43,NA +"131",297218,NA,NA,1.77551020408163,NA,2.6734693877551,1,2,2.66037735849057,3.33333333333333,1,1,7.09278350515464,NA,1.46428571428571,1.41025641025641,1.35135135135135,88.4285714285714,78.2,"M","Yorkshire Region","A Level or Equivalent","60-70%","0-35",0,210,"N","Pass",-9,NA,-9,NA +"132",297341,2.5,NA,2.31578947368421,NA,3.5875,1.33333333333333,1.85714285714286,3.51829268292683,2.1,1.16666666666667,1.5,12.7474747474747,NA,1.23076923076923,1.53416149068323,1.30769230769231,90.4285714285714,90.5,"F","East Midlands Region","A Level or Equivalent","10-20","0-35",0,120,"Y","Pass",-22,NA,-22,NA +"133",301074,1,NA,2.425,NA,4.44144144144144,1,NA,5.50617283950617,3.83333333333333,NA,1.25,11.2068965517241,NA,1.25,1.68840579710145,1.0952380952381,86.8571428571429,87.4,"M","South Region","Lower Than A Level","20-30%","0-35",1,120,"N","Pass",-120,NA,-120,NA +"134",301561,NA,NA,4.1,NA,5,1.5,NA,2,NA,1,NA,8.33333333333333,NA,1.16666666666667,2.03448275862069,1,NA,68,"M","South West Region","Lower Than A Level","30-40%","0-35",1,60,"N","Withdrawn",-52,159,-52,159 +"135",305064,NA,NA,2.7115987460815,NA,5.98765432098765,1.8,1.2,6.35,2.07692307692308,1,1.33333333333333,10.4666666666667,NA,1.19565217391304,1.66375545851528,1.27083333333333,81.8571428571429,91.6,"M","South Region","Lower Than A Level","20-30%","0-35",0,180,"N","Pass",-86,NA,-86,NA +"136",305659,7.66666666666667,4,2.44,NA,4.07407407407407,1,1,6.17796610169492,2.75,1,NA,10.8292682926829,NA,1.05882352941176,1.58585858585859,1.22727272727273,91.1428571428571,87.8,"M","South East Region","A Level or Equivalent","80-90%","0-35",0,90,"N","Distinction",-28,NA,-28,NA +"137",310205,1.5,NA,2.81720430107527,NA,3.47435897435897,1.25,NA,8.55555555555556,2.16666666666667,NA,1.26666666666667,16.15,NA,1.17391304347826,1.62121212121212,1.16666666666667,64.7142857142857,67.6,"M","South West Region","Lower Than A Level","40-50%","0-35",1,60,"N","Fail",-79,NA,-79,NA +"138",312126,NA,NA,3.28787878787879,NA,5.25,1.66666666666667,1,3.63333333333333,1.5,1,NA,12.2666666666667,NA,1.22222222222222,1.74193548387097,2,80.5,77,"M","East Anglian Region","Lower Than A Level","60-70%","0-35",0,60,"N","Withdrawn",-22,12,-22,12 +"139",312231,NA,NA,2.55555555555556,NA,4,NA,NA,6.01923076923077,1,1,NA,12.0238095238095,NA,1.06666666666667,2.12,1.4,82.8571428571429,89,"M","East Midlands Region","HE Qualification","30-40%","0-35",0,60,"N","Pass",-81,NA,-81,NA +"140",312960,NA,NA,1.5,NA,2.41666666666667,NA,NA,4.76923076923077,NA,NA,NA,13.2619047619048,NA,1,2.12698412698413,2,84.8571428571429,44,"M","East Anglian Region","HE Qualification","80-90%","0-35",0,120,"N","Pass",-72,NA,-72,NA +"141",315795,NA,NA,3.015625,NA,3.80357142857143,1.5,1,3.23423423423423,1,1,NA,6.56410256410256,NA,1.17391304347826,1.82352941176471,1.5,45.7142857142857,48.6,"M","South Region","Lower Than A Level","70-80%","0-35",0,60,"N","Pass",-10,NA,-10,NA +"142",316082,NA,NA,2.79518072289157,NA,3.13953488372093,2,NA,5,1,1,NA,17.2972972972973,NA,1.48484848484848,1.73493975903614,1.6,72.5714285714286,85.8,"M","East Anglian Region","A Level or Equivalent","20-30%","0-35",0,60,"N","Distinction",-68,NA,-68,NA +"143",318139,NA,NA,4.25,NA,3.81481481481481,1.75,NA,2.19047619047619,1.5,1,NA,5.88461538461539,NA,1.2,1.84210526315789,1,71,67,"M","Yorkshire Region","A Level or Equivalent","50-60%","0-35",0,120,"N","Withdrawn",-68,79,-68,79 +"144",318147,3.25,3,2.95744680851064,NA,4.5,1.66666666666667,NA,8.44805194805195,2.36363636363636,1,1.16666666666667,7.00714285714286,NA,1.3953488372093,2.02439024390244,1.68965517241379,82.2857142857143,68.4,"M","East Anglian Region","Lower Than A Level","50-60%","0-35",0,60,"N","Pass",-64,NA,-64,NA +"145",319073,NA,1,3.38405797101449,NA,4.05263157894737,1.33333333333333,4.5,6.48969072164948,3.6,1,1.5,12.0350877192982,NA,1.22727272727273,2.1875,1.125,81.4285714285714,76.2,"F","Ireland","A Level or Equivalent","50-60%","0-35",0,120,"N","Pass",-22,NA,-22,NA +"146",320133,4.61538461538461,3,2.5,NA,5.88888888888889,1.66666666666667,1,8.27608695652174,2.07692307692308,1.33333333333333,1.11904761904762,5.50632911392405,NA,1.3030303030303,1.68787878787879,1.24074074074074,95.1428571428571,88.8,"F","South Region","A Level or Equivalent","10-20","0-35",0,90,"N","Distinction",-25,NA,-25,NA +"147",320612,3.16666666666667,2,2.49458483754513,NA,3.93827160493827,1.16666666666667,1.45714285714286,6.60057471264368,3.04761904761905,1.07692307692308,1.1875,5.14835164835165,NA,1.17241379310345,1.90774907749077,1.23333333333333,84.8571428571429,84.8,"M","East Midlands Region","HE Qualification","80-90%","35-55",0,60,"N","Distinction",-25,NA,-25,NA +"148",322499,NA,NA,2.47142857142857,NA,2.60526315789474,1.33333333333333,NA,5.26923076923077,3.8,1,1.5,5.73684210526316,NA,1.14285714285714,1.72727272727273,1.5,91,85,"M","Scotland","A Level or Equivalent","90-100%","0-35",0,120,"N","Withdrawn",-32,234,-32,234 +"149",324331,NA,NA,6.55555555555556,NA,5,NA,1,1.8,NA,NA,NA,2.5,NA,NA,1.71428571428571,NA,84,43.3333333333333,"M","North Western Region","Lower Than A Level","70-80%","35-55",1,60,"N","Fail",-32,NA,-32,NA +"150",325750,1,2,6.83333333333333,NA,11.4,1,NA,8.39473684210526,2,NA,NA,17.7428571428571,NA,1,2.73684210526316,1,70.8571428571429,60.8,"M","Scotland","HE Qualification","10-20","35-55",2,120,"N","Pass",-88,NA,-88,NA +"151",328797,NA,NA,3.5,NA,6.02702702702703,1.5,1,4.2,2.66666666666667,1,1.5,3,NA,2.23076923076923,2.90361445783133,1.71428571428571,NA,65.75,"M","Scotland","HE Qualification","70-80%","35-55",1,60,"N","Fail",-42,NA,-42,NA +"152",329895,NA,NA,3,NA,2.32258064516129,NA,NA,5.61111111111111,1,NA,NA,12.7631578947368,NA,1.36363636363636,1.51724137931034,1,83.4285714285714,79.5,"M","East Anglian Region","A Level or Equivalent","50-60%","35-55",3,60,"N","Pass",-21,NA,-21,NA +"153",331789,3.5,NA,1.75,NA,4.41059602649007,1.66666666666667,2,5.13819095477387,3.25,1,1.175,10.25,NA,1.06896551724138,1.69958847736626,1.17073170731707,62.7142857142857,70.4,"M","South East Region","Lower Than A Level","60-70%","0-35",0,60,"N","Pass",-108,NA,-108,NA +"154",332237,NA,NA,1.66666666666667,NA,2,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,76,"M","South Region","HE Qualification","90-100%","0-35",1,60,"N","Fail",-34,NA,-34,NA +"155",333993,3,1,3.24137931034483,NA,3.84536082474227,1,1.8,4.46,3.14285714285714,3,1.5,7.34782608695652,NA,2,1.80729166666667,1.19444444444444,86.2857142857143,79,"M","North Western Region","A Level or Equivalent","20-30%","0-35",0,60,"N","Pass",-106,NA,-106,NA +"156",334224,NA,NA,2.35714285714286,NA,2.76923076923077,NA,NA,3.63157894736842,NA,1,NA,2,NA,1.05263157894737,1.51515151515152,NA,NA,33.3333333333333,"M","North Western Region","Lower Than A Level","0-10%","0-35",2,60,"Y","Withdrawn",-59,145,-59,145 +"157",335095,NA,NA,2.16551724137931,4,3.21621621621622,1,3.5,5.23563218390805,2.36363636363636,1,1.5,8.0625,NA,1.11538461538462,1.64429530201342,1.0625,83.4285714285714,84.75,"M","South West Region","A Level or Equivalent","80-90%","0-35",1,120,"N","Pass",-103,NA,-103,NA +"158",337000,3.25,NA,2.19298245614035,NA,3.01197604790419,1.33333333333333,NA,5.01796407185629,1.4,1.16666666666667,1.0952380952381,7.578125,NA,1.08695652173913,1.88118811881188,1.32142857142857,87.4285714285714,73.4,"M","South West Region","Lower Than A Level","10-20","35-55",0,60,"N","Pass",-22,NA,-22,NA +"159",338689,1.66666666666667,NA,1.84210526315789,NA,2.93181818181818,1.5,1,3.35789473684211,2.8,1,1,8.81481481481481,NA,1.18181818181818,1.50833333333333,1.125,90.7142857142857,83.6,"M","West Midlands Region","HE Qualification","0-10%","0-35",0,150,"N","Pass",-66,NA,-66,NA +"160",338806,NA,NA,2.32432432432432,NA,2.5,NA,NA,4.1358024691358,NA,1,NA,13.8863636363636,NA,1.25,2.03333333333333,1.875,69.8571428571429,51.4,"M","North Region","Lower Than A Level","70-80%","0-35",3,120,"N","Pass",-23,NA,-23,NA +"161",339519,4.09090909090909,2,2.81578947368421,NA,4.83720930232558,1.25,1.2,5.67753623188406,2.25,1.53846153846154,1.07692307692308,12.6440677966102,NA,1.25,1.84571428571429,1.5625,70.5714285714286,63.2,"M","South East Region","Lower Than A Level","40-50%","0-35",0,120,"N","Pass",-32,NA,-32,NA +"162",340831,NA,NA,2.30434782608696,NA,2.66666666666667,1.5,NA,2.81481481481481,NA,NA,NA,1,NA,1.81818181818182,1.56818181818182,1.28571428571429,NA,62,"M","West Midlands Region","A Level or Equivalent","30-40%","35-55",0,120,"N","Withdrawn",-29,69,-29,69 +"163",341093,NA,NA,1.61111111111111,NA,2.33333333333333,1,NA,4.75,2,1,1.5,2.6,NA,1.75,1.25925925925926,1.5,NA,70,"M","South West Region","A Level or Equivalent","10-20","0-35",2,120,"N","Fail",-93,NA,-93,NA +"164",341457,NA,NA,3.37209302325581,8,5.125,1.28571428571429,1,7.01351351351351,4.42857142857143,1,1.2,11.25,NA,1.21428571428571,2.23809523809524,1.0625,86,76.6666666666667,"F","Scotland","HE Qualification","0-10%","0-35",0,60,"N","Withdrawn",-144,135,-144,135 +"165",341629,1,1,2.74157303370787,NA,4.0126582278481,1,1.5,7.30508474576271,2.8,1.25,1,10.1132075471698,NA,1.43478260869565,1.68503937007874,1.5,81.1666666666667,82,"M","Wales","HE Qualification","10-20","0-35",0,150,"N","Fail",-21,NA,-21,NA +"166",343709,NA,NA,2.25,NA,3.32142857142857,1,NA,2.8,NA,1,NA,17.2972972972973,NA,1.2,2.16176470588235,1,66.8571428571429,54.8,"M","North Western Region","Lower Than A Level","10-20","0-35",0,60,"N","Pass",-36,NA,-36,NA +"167",345271,NA,NA,4.57043073341094,NA,10.4932735426009,1.33333333333333,5.14285714285714,7.98477157360406,2.82608695652174,1,1.57142857142857,14.0340909090909,NA,1.26470588235294,1.87096774193548,1.5,88.2857142857143,92.4,"M","North Region","A Level or Equivalent","30-40%","35-55",1,60,"N","Distinction",-109,NA,-109,NA +"168",347197,3,NA,3.88059701492537,1,5.24271844660194,1.5,1,7.78181818181818,1.6,1,1.4,9.84684684684685,NA,1.41176470588235,2.07575757575758,1.33333333333333,94.7142857142857,92.6,"M","North Western Region","Lower Than A Level","80-90%","35-55",0,60,"N","Distinction",-49,NA,-49,NA +"169",348108,1,NA,2.02702702702703,NA,3.15189873417722,1,1.5,4.66666666666667,1.75,2,NA,11.9310344827586,NA,1.175,1.76363636363636,2.1,84.4285714285714,77.2,"M","Scotland","A Level or Equivalent","50-60%","0-35",1,120,"N","Pass",-56,NA,-56,NA +"170",348324,NA,NA,2.16,NA,3.66666666666667,1,1.21428571428571,3.34328358208955,3,NA,1.5,14.3863636363636,NA,1.07407407407407,1.42268041237113,1.45833333333333,68.2857142857143,74,"M","South West Region","Lower Than A Level","30-40%","35-55",0,60,"N","Pass",-50,NA,-50,NA +"171",349515,NA,NA,3.45,2,4.24444444444444,1.6,1,4.59210526315789,1.8125,2,NA,12.4615384615385,NA,1.31034482758621,1.64356435643564,1.47619047619048,73.5714285714286,71,"M","South Region","Lower Than A Level","30-40%","0-35",0,60,"N","Pass",-53,NA,-53,NA +"172",351147,2.25,NA,2.27777777777778,NA,4.17557251908397,1.33333333333333,1.18181818181818,5.85849056603774,2.375,1,1,10.9803921568627,NA,1.07142857142857,1.74834437086093,1.23529411764706,84.5714285714286,83.8,"M","Scotland","HE Qualification","40-50%","0-35",0,60,"N","Pass",-79,NA,-79,NA +"173",354698,NA,NA,3.2,NA,5.51724137931035,1,NA,9.13253012048193,NA,NA,NA,12.7948717948718,NA,1.07692307692308,2.29411764705882,1,82,58,"M","North Region","Lower Than A Level","","35-55",2,90,"N","Pass",-17,NA,-17,NA +"174",355293,1,NA,1.5,NA,3.02173913043478,1,NA,5.32758620689655,NA,1,NA,13.5102040816327,NA,1.1,1.90769230769231,1,68.2857142857143,51,"M","East Midlands Region","Lower Than A Level","30-40%","0-35",2,60,"N","Pass",-123,NA,-123,NA +"175",364066,3,1,3.23481308411215,NA,4.77027027027027,1,1.5,2.66124661246612,1.84615384615385,1.375,1.42857142857143,7.42666666666667,NA,1.375,1.50340136054422,1.22857142857143,84.2857142857143,90.6,"M","London Region","Lower Than A Level","30-40%","0-35",2,150,"N","Distinction",-142,NA,-142,NA +"176",366140,4,1.5,2.9390243902439,NA,3.87012987012987,3,1,7.18696883852691,8.75,1.07692307692308,1.1,11.7115384615385,NA,1.08571428571429,2.08558558558559,1.20689655172414,86.2857142857143,84.4,"M","Yorkshire Region","Lower Than A Level","90-100%","0-35",0,60,"N","Pass",-94,NA,-94,NA +"177",367151,NA,NA,2.92405063291139,NA,4.38961038961039,1,1.5,8.47953216374269,2.85714285714286,NA,1.5,10,NA,1.04545454545455,1.44654088050314,1.28571428571429,62.3333333333333,79.25,"M","East Anglian Region","A Level or Equivalent","60-70%","0-35",0,60,"N","Withdrawn",-120,191,-120,191 +"178",369242,4.11111111111111,1,2.20588235294118,NA,2.79166666666667,1.5,1,6.2020202020202,3,1,1.11111111111111,6.42528735632184,NA,1.23076923076923,1.6953642384106,1.15,85.8571428571429,73,"M","South East Region","A Level or Equivalent","40-50%","0-35",0,150,"N","Pass",-72,NA,-72,NA +"179",369450,3,NA,3.03225806451613,NA,3.52694610778443,1,1.34615384615385,5.10724637681159,2.33333333333333,1.11111111111111,1.18181818181818,16.3571428571429,NA,1.29411764705882,1.74439461883408,1.2,77.2857142857143,72.2,"M","South East Region","Lower Than A Level","40-50%","35-55",0,60,"N","Pass",-144,NA,-144,NA +"180",369644,NA,NA,3.0989010989011,NA,5.87234042553191,1,1.25,5.32857142857143,3.13333333333333,1.25,NA,7.22222222222222,NA,1.8125,1.53012048192771,1.26666666666667,NA,71,"F","Yorkshire Region","Lower Than A Level","10-20","0-35",0,150,"N","Withdrawn",-16,67,-16,67 +"181",370735,NA,NA,2.30065359477124,NA,4.94871794871795,1,1.33333333333333,5.35135135135135,1.4,1,NA,10.9466666666667,NA,1.125,1.90070921985816,1.23529411764706,76,80.4,"M","South Region","Lower Than A Level","90-100%","0-35",0,60,"N","Pass",-67,NA,-67,NA +"182",372345,NA,1,3.16,NA,4.97777777777778,2.5,5,7.34782608695652,1.2,1,1.5,11.28,NA,1.14285714285714,1.85057471264368,1,89.7142857142857,84,"M","South West Region","A Level or Equivalent","70-80%","0-35",0,60,"N","Pass",-59,NA,-59,NA +"183",372509,NA,NA,3.35294117647059,NA,3.40384615384615,NA,NA,1.78,1.25,1,NA,14.271186440678,NA,1.05263157894737,1.67592592592593,1.66666666666667,65,72.6,"M","South Region","A Level or Equivalent","70-80%","0-35",0,60,"N","Pass",-17,NA,-17,NA +"184",372511,NA,NA,1.3,NA,3.40350877192982,1,NA,2.98484848484848,1,1,2,8.72727272727273,NA,1.69565217391304,2.125,1.9,72.8571428571429,76.4,"M","North Region","HE Qualification","","0-35",0,150,"N","Pass",-1,NA,-1,NA +"185",374353,NA,NA,2.41666666666667,NA,4.40909090909091,1.33333333333333,NA,11.1904761904762,2.66666666666667,NA,NA,7.26666666666667,NA,3.2,2.76190476190476,1,80,51,"F","Yorkshire Region","Lower Than A Level","0-10%","35-55",0,150,"N","Withdrawn",-67,81,-67,81 +"186",375527,NA,NA,4.65,NA,3.525,1,NA,4.49315068493151,NA,NA,NA,17.6046511627907,NA,1.53333333333333,1.87654320987654,1.2,68.2857142857143,56,"M","South Region","A Level or Equivalent","30-40%","0-35",0,120,"N","Pass",-25,NA,-25,NA +"187",378705,NA,NA,3.55172413793103,NA,3.89655172413793,1,1,6.42622950819672,1,NA,1.5,7.95833333333333,NA,1.3,1.57407407407407,1.33333333333333,88,87,"M","Yorkshire Region","Lower Than A Level","0-10%","35-55",0,60,"N","Fail",-31,NA,-31,NA +"188",378946,4.27272727272727,3,2.42156862745098,NA,5.48618784530387,1.1,1.13636363636364,8.50826446280992,2.48387096774194,1.11764705882353,1.09677419354839,5.43127962085308,NA,1.21621621621622,1.56111111111111,1.14893617021277,87.8571428571429,83,"M","South East Region","Lower Than A Level","40-50%","35-55",0,60,"N","Pass",-94,NA,-94,NA +"189",379278,NA,NA,2.16666666666667,NA,3.97916666666667,2,2,11.4139534883721,2.28571428571429,2,1,7.125,NA,1.41176470588235,2.57303370786517,1.15384615384615,NA,77.6666666666667,"M","Scotland","HE Qualification","40-50%","0-35",0,60,"N","Fail",-94,NA,-94,NA +"190",379311,NA,NA,4.68852459016393,NA,4.22222222222222,1.4,1.33333333333333,2.26470588235294,1,NA,1.5,10.8888888888889,NA,1.30769230769231,1.8,1.28571428571429,NA,75,"M","South East Region","Lower Than A Level","80-90%","0-35",1,120,"N","Fail",-108,NA,-108,NA +"191",379563,NA,NA,3.5,NA,2.85714285714286,1,NA,3.64285714285714,NA,NA,NA,NA,NA,1,1.5,2.33333333333333,NA,70,"M","South West Region","A Level or Equivalent","60-70%","0-35",0,60,"N","Withdrawn",-17,52,-17,52 +"192",380952,NA,NA,2.71428571428571,NA,3.75510204081633,1.25,NA,5.76388888888889,3.5,NA,NA,11.7380952380952,NA,1.24,2.01136363636364,2.25,87.7142857142857,64,"F","South East Region","Lower Than A Level","70-80%","0-35",0,60,"N","Pass",-5,NA,-5,NA +"193",381257,3.2,1,2.79444444444444,6.2,3.64968152866242,1.25,2,5.3525,2.31578947368421,1,1.08823529411765,7.22857142857143,NA,1.08333333333333,1.804,1.14893617021277,84.5714285714286,83.2,"F","Scotland","A Level or Equivalent","40-50%","0-35",0,60,"N","Pass",-22,NA,-22,NA +"194",381414,NA,NA,2.14814814814815,NA,1.83050847457627,1,1.45454545454545,2.11494252873563,1,1,1,12.6595744680851,NA,1.03846153846154,1.32692307692308,1,81.4285714285714,72.2,"M","South East Region","Lower Than A Level","60-70%","35-55",2,60,"N","Pass",-34,NA,-34,NA +"195",381428,NA,NA,2.19354838709677,NA,3.43076923076923,1,1.25,3.97752808988764,3,1,1.5,11.125,NA,1.33333333333333,1.34848484848485,1,87,72,"M","West Midlands Region","Lower Than A Level","10-20","0-35",0,120,"Y","Withdrawn",-102,87,-102,87 +"196",381529,NA,NA,4.95,NA,3.83333333333333,1,NA,10.7391304347826,5,1,NA,3.66666666666667,NA,1.2,1.54166666666667,NA,NA,58,"M","South West Region","A Level or Equivalent","10-20","0-35",0,60,"N","Withdrawn",-115,74,-115,74 +"197",383445,NA,NA,2.1038961038961,NA,2.82051282051282,1,1,1.57894736842105,NA,NA,NA,1,NA,1.14285714285714,1.33333333333333,NA,NA,43.5,"M","North Western Region","A Level or Equivalent","0-10%","0-35",0,60,"Y","Fail",-29,NA,-29,NA +"198",383602,NA,1,3.16346153846154,NA,6.63063063063063,1.25,NA,6.22926829268293,2.33333333333333,1.125,1,9.68468468468468,NA,1.57777777777778,2.10152284263959,1.05263157894737,87.7142857142857,89.8,"F","South Region","Lower Than A Level","80-90%","0-35",0,120,"N","Pass",-102,NA,-102,NA +"199",383629,NA,NA,2.22222222222222,NA,5.51612903225806,1,NA,7.70673076923077,1,1,NA,12.314606741573,NA,2.63888888888889,1.95544554455446,1.41666666666667,77.2857142857143,71.6,"M","West Midlands Region","Lower Than A Level","70-80%","0-35",2,60,"N","Pass",-67,NA,-67,NA +"200",384107,NA,NA,2.68571428571429,NA,4.70588235294118,1,NA,8.74358974358974,5.16666666666667,1,NA,16.7435897435897,NA,1.2,2.81927710843373,1.125,72.7142857142857,57.75,"M","Yorkshire Region","Lower Than A Level","70-80%","0-35",0,60,"N","Fail",-35,NA,-35,NA +"201",386121,NA,NA,3.28571428571429,1,5.44444444444444,1.33333333333333,NA,2.9,1.66666666666667,1,NA,1,NA,1,1.38775510204082,1,NA,62,"M","London Region","Lower Than A Level","0-10%","0-35",0,180,"N","Withdrawn",-46,37,-46,37 +"202",386389,2,NA,2.69047619047619,NA,2.64130434782609,1.33333333333333,1.33333333333333,5.14124293785311,3,1,1,11.9047619047619,NA,1.18518518518519,1.74528301886792,1.09090909090909,85.7142857142857,80.8,"M","North Region","Lower Than A Level","10-20","35-55",1,120,"N","Pass",-143,NA,-143,NA +"203",386956,NA,NA,4.27551020408163,NA,4.28571428571429,1,NA,4.58064516129032,1,1,NA,8.75,NA,1.36363636363636,1.72413793103448,1,NA,67,"F","Wales","Lower Than A Level","10-20","35-55",1,60,"Y","Withdrawn",-31,109,-31,109 +"204",389853,NA,NA,2.64285714285714,NA,2.42553191489362,1.125,3,3.13461538461538,NA,1,NA,8.5,NA,1.27272727272727,1.6271186440678,1,87,72,"M","North Western Region","A Level or Equivalent","70-80%","0-35",1,60,"N","Withdrawn",-46,195,-46,195 +"205",390070,NA,NA,2.56818181818182,NA,2.83018867924528,1,NA,4.74157303370786,NA,1,NA,10.9047619047619,NA,1.55,1.89887640449438,1.11111111111111,76,84.4,"M","North Region","A Level or Equivalent","30-40%","35-55",0,60,"N","Fail",-21,NA,-21,NA +"206",393141,NA,NA,2.55555555555556,NA,6.5,2,1.66666666666667,4.42,5.33333333333333,1,NA,10,NA,1.5,1.78571428571429,1.33333333333333,63,60,"M","East Midlands Region","Lower Than A Level","40-50%","0-35",0,90,"Y","Fail",-115,NA,-115,NA +"207",395758,NA,NA,3.02631578947368,NA,3,NA,NA,5.25,NA,1,NA,13.3333333333333,NA,1.14285714285714,1.64,1,NA,82,"M","North Region","HE Qualification","10-20","0-35",1,60,"N","Withdrawn",-67,62,-67,62 +"208",396683,NA,NA,3.72868217054264,NA,5.44827586206897,1.4,1,5.11643835616438,1.42857142857143,1,NA,13.3488372093023,NA,1.64864864864865,2.33557046979866,1.28571428571429,79.8571428571429,66,"M","Scotland","HE Qualification","20-30%","0-35",0,120,"N","Pass",-28,NA,-28,NA +"209",396834,NA,NA,2.54545454545455,1,2.50666666666667,1,NA,4.01176470588235,NA,NA,NA,13.7,NA,1.2,1.75641025641026,1,74.5,78,"M","South East Region","A Level or Equivalent","50-60%","0-35",0,240,"N","Pass",-15,NA,-15,NA +"210",396907,NA,NA,3.63809523809524,NA,4.49295774647887,1.8,2,7.85365853658537,1.66666666666667,1,1.5,15.9692307692308,NA,1.26666666666667,2.47286821705426,1.33333333333333,65,79.3333333333333,"M","London Region","Lower Than A Level","70-80%","0-35",1,60,"N","Fail",-18,NA,-18,NA +"211",397219,3.77777777777778,2,2.0513698630137,NA,5.60112359550562,2.66666666666667,1.66666666666667,10.8910675381264,3.82608695652174,1.125,1.09375,7.625,NA,1.05882352941176,1.79757085020243,1.27272727272727,88.4285714285714,84.8,"M","Scotland","HE Qualification","20-30%","0-35",0,60,"N","Distinction",-70,NA,-70,NA +"212",397292,NA,NA,3.51724137931034,NA,4.77777777777778,2,NA,4.38888888888889,NA,1,NA,NA,NA,1.82352941176471,2.25,1,NA,47,"F","North Western Region","Lower Than A Level","0-10%","0-35",1,60,"N","Fail",-108,NA,-108,NA +"213",397671,7,1,3.1647855530474,3.5,3.52380952380952,1.66666666666667,1,2.58746736292428,1.9,1.21739130434783,1.10526315789474,7.67213114754098,NA,1.64893617021277,1.83380281690141,1.14788732394366,92,97.4,"F","East Anglian Region","Lower Than A Level","70-80%","35-55",0,90,"N","Distinction",-100,NA,-100,NA +"214",398550,3.33333333333333,NA,1.74603174603175,NA,2.96470588235294,1,2,4.44497607655502,2,1,NA,8.4406779661017,NA,1.2,1.39156626506024,1.17391304347826,92.5714285714286,95.2,"M","West Midlands Region","A Level or Equivalent","30-40%","0-35",2,90,"N","Distinction",-155,NA,-155,NA +"215",398630,3,NA,2,NA,2.31481481481481,1,NA,7.54205607476636,NA,1,NA,17.4722222222222,NA,1.52631578947368,1.8375,1,68.1428571428571,51.8,"M","East Anglian Region","Lower Than A Level","70-80%","35-55",0,60,"N","Pass",-88,NA,-88,NA +"216",399429,3.33333333333333,1,2.31223628691983,NA,5.859375,1.5,1.55172413793103,5.38461538461539,3.28571428571429,1.11111111111111,1.19047619047619,8.35971223021583,NA,1.22222222222222,1.57251908396947,1.2,89.2857142857143,87.6,"F","East Midlands Region","A Level or Equivalent","60-70%","0-35",1,60,"N","Distinction",-64,NA,-64,NA +"217",402695,1,NA,2.22368421052632,NA,4.74468085106383,1,1.45454545454545,7.31683168316832,4.25,NA,1.16666666666667,13.4545454545455,NA,1.16666666666667,1.61016949152542,1.45454545454545,81.7142857142857,83.6,"M","East Midlands Region","Lower Than A Level","40-50%","35-55",2,90,"N","Pass",-123,NA,-123,NA +"218",405193,4.21428571428571,2,2.73529411764706,NA,4.22222222222222,8.25,1.90625,8.64896755162242,2.81818181818182,1.29411764705882,1.23684210526316,13.4368932038835,NA,2.07692307692308,2.26046511627907,1.4,87.5714285714286,95.4,"F","East Midlands Region","A Level or Equivalent","80-90%","35-55",1,60,"N","Pass",-108,NA,-108,NA +"219",407232,2.33333333333333,1,2.62730627306273,1,5.16891891891892,2.2,1.2,8.97304582210243,3.25,1.125,1.1304347826087,13.8212560386473,NA,1.30769230769231,1.77220077220077,1.17647058823529,91.1428571428571,82.4,"M","Ireland","A Level or Equivalent","30-40%","0-35",0,180,"N","Pass",-46,NA,-46,NA +"220",408499,NA,NA,3.6258064516129,NA,4.91666666666667,1,5,6.72,3.71428571428571,1,1.5,4.84615384615385,NA,1.8,1.58823529411765,1.125,91,86,"F","East Anglian Region","A Level or Equivalent","90-100%","35-55",0,120,"Y","Withdrawn",-31,94,-31,94 +"221",410407,4.35714285714286,2,5.45,4,4.09937888198758,1.5,1,4.96615384615385,2.97560975609756,1.18181818181818,1.43478260869565,12.234375,NA,1.40506329113924,2.24626865671642,1.28260869565217,91,91.8,"M","South Region","HE Qualification","90-100%","35-55",0,60,"N","Distinction",-60,NA,-60,NA +"222",410883,NA,NA,5.88235294117647,3,3.5,1.25,NA,6.46428571428571,NA,1,NA,13.0952380952381,NA,1.05555555555556,2.08823529411765,1.5,84.2857142857143,74.6,"M","South West Region","Lower Than A Level","70-80%","0-35",0,60,"N","Pass",-94,NA,-94,NA +"223",411304,2.375,NA,3.23076923076923,NA,3.43434343434343,1,1.13636363636364,4.11587982832618,2.6,1,1.05882352941176,12.6428571428571,NA,1.45098039215686,1.47552447552448,1.33333333333333,63.4285714285714,43.4,"F","West Midlands Region","A Level or Equivalent","0-10%","0-35",0,60,"N","Pass",-115,NA,-115,NA +"224",412353,4.85714285714286,1,4.12377850162866,NA,6.125,1.4,1.75,4.98791540785498,4.30434782608696,1,1.33333333333333,7.90291262135922,NA,1.25471698113208,2.20344827586207,1.24358974358974,82.8571428571429,94,"M","West Midlands Region","A Level or Equivalent","60-70%","55<=",0,60,"N","Pass",-29,NA,-29,NA +"225",413180,NA,NA,2.55769230769231,NA,3.34426229508197,1,1.25,3.17857142857143,1,NA,1,15.8888888888889,NA,1.41666666666667,1.74766355140187,1,79.8571428571429,74.4,"M","London Region","A Level or Equivalent","60-70%","0-35",1,120,"N","Pass",-156,NA,-156,NA +"226",413709,NA,NA,1.96527777777778,NA,2.73394495412844,1,1.4,4.68831168831169,1.66666666666667,1,1.28571428571429,14.8095238095238,NA,1.26315789473684,1.56,1.25,80.8571428571429,87.6,"M","Ireland","A Level or Equivalent","80-90%","0-35",2,120,"N","Pass",-52,NA,-52,NA +"227",413949,3.66666666666667,3,2.41496598639456,NA,3.10897435897436,1.25,NA,6.08651399491094,4.60526315789474,1.36363636363636,1.08108108108108,9.31944444444444,NA,1.1219512195122,1.4695652173913,1.11764705882353,70.1428571428571,72.8,"F","Scotland","Lower Than A Level","10-20","0-35",0,60,"Y","Pass",-67,NA,-67,NA +"228",416199,NA,NA,2.34444444444444,NA,5.97590361445783,1,3.4,5.97630331753555,2,1,NA,14.2230215827338,NA,1.28333333333333,1.93227091633466,1.35294117647059,82,80.6,"M","West Midlands Region","Lower Than A Level","10-20","0-35",1,60,"N","Pass",-81,NA,-81,NA +"229",416407,NA,NA,2.77777777777778,NA,3.09821428571429,1.5,1.46666666666667,7.03804347826087,2.63636363636364,1.5,1.44444444444444,14.6346153846154,NA,1.10714285714286,1.90604026845638,1.4,79.2857142857143,79.6,"M","North Region","Lower Than A Level","","35-55",1,60,"N","Pass",-43,NA,-43,NA +"230",418201,NA,NA,2.40677966101695,NA,5.22784810126582,1.33333333333333,1.2,5.1685393258427,2.5625,1,1.5,20.2916666666667,NA,1.0625,1.63302752293578,1.7,87,80.3333333333333,"M","West Midlands Region","A Level or Equivalent","0-10%","0-35",0,60,"N","Fail",-18,NA,-18,NA +"231",419059,NA,NA,3.67241379310345,NA,3.88392857142857,1.16666666666667,3.96296296296296,6.94907407407407,2.66666666666667,1.33333333333333,1.25,18.4237288135593,NA,1.40860215053763,1.65853658536585,1.16326530612245,81,86.6,"M","West Midlands Region","Lower Than A Level","0-10%","0-35",0,60,"N","Distinction",-70,NA,-70,NA +"232",419081,NA,NA,3.57142857142857,NA,3.4,2.5,NA,5.39655172413793,2.5,1,NA,8.66666666666667,NA,1.66666666666667,1.72340425531915,1.25,NA,63,"F","North Western Region","A Level or Equivalent","0-10%","0-35",0,90,"N","Fail",-29,NA,-29,NA +"233",420834,NA,NA,3.46428571428571,NA,6.62857142857143,1,3,8.02941176470588,2.5,1,NA,4.5,NA,1.08333333333333,1.79310344827586,1.4,NA,88,"M","Scotland","HE Qualification","50-60%","0-35",0,60,"N","Withdrawn",-23,95,-23,95 +"234",421070,NA,NA,1.8125,NA,5.18181818181818,1,NA,3.53846153846154,16,1,NA,11.75,NA,1.4,2.14814814814815,1.42857142857143,NA,94,"F","Scotland","HE Qualification","50-60%","35-55",1,90,"N","Withdrawn",-64,79,-64,79 +"235",423210,3.33333333333333,NA,2.2258064516129,NA,5,1,1,6.77835051546392,1,NA,NA,13.16,NA,1.16666666666667,1.65753424657534,1.21428571428571,77.1428571428571,75.2,"M","Scotland","A Level or Equivalent","10-20","0-35",0,60,"N","Pass",-32,NA,-32,NA +"236",423488,NA,NA,2.98305084745763,NA,7.38709677419355,1.8,2,9.93421052631579,1.33333333333333,2,1.5,18,NA,1.30769230769231,2.45544554455446,1.33333333333333,69.8571428571429,62,"M","Wales","Lower Than A Level","50-60%","0-35",0,60,"N","Fail",-28,NA,-28,NA +"237",423781,NA,2,1.92207792207792,NA,3.08181818181818,1,NA,6.51704545454545,1,1,NA,8.07407407407407,NA,1.3125,1.47029702970297,1,82.2857142857143,72.6,"M","South West Region","A Level or Equivalent","90-100%","0-35",0,90,"N","Pass",-36,NA,-36,NA +"238",427256,4,1,5.59459459459459,NA,4.35779816513761,1,1.2,7.9647577092511,3.40909090909091,1.125,1.6875,6.42857142857143,NA,2.69230769230769,2.21590909090909,1.32258064516129,92.5714285714286,79.8,"M","South Region","Post Graduate Qualification","90-100%","35-55",0,120,"N","Pass",-23,NA,-23,NA +"239",429832,NA,NA,1.54545454545455,NA,2.5531914893617,NA,NA,6.89473684210526,NA,NA,NA,9.17073170731707,NA,1.1875,1.82978723404255,1.66666666666667,65.1666666666667,46.8,"M","Ireland","HE Qualification","","0-35",2,90,"N","Fail",-41,NA,-41,NA +"240",431139,1,NA,2.85507246376812,NA,5.17894736842105,2,NA,4.39204545454545,1.2,1,1,12.6739130434783,NA,1.07142857142857,1.63448275862069,1.09090909090909,87.1428571428571,80.2,"M","North Region","Lower Than A Level","","0-35",0,120,"N","Pass",-17,NA,-17,NA +"241",434476,2.33333333333333,5,3.95296167247387,NA,9.15948275862069,1.11111111111111,1.71428571428571,9.57838660578387,2.72413793103448,1,1.14814814814815,8.15308641975309,NA,1.87619047619048,2.23760683760684,1.35964912280702,82.8571428571429,83.2,"M","London Region","A Level or Equivalent","30-40%","35-55",2,120,"Y","Pass",-121,NA,-121,NA +"242",438063,NA,NA,2.29268292682927,NA,2.25,1.5,NA,11,1,NA,NA,9.25,NA,1,1.30555555555556,1,78,64,"M","Wales","A Level or Equivalent","20-30%","35-55",2,60,"Y","Fail",-122,NA,-122,NA +"243",438644,NA,NA,1.75,NA,2.72,1,1.38461538461538,5.3125,NA,NA,NA,NA,NA,1,1.45,1.4,NA,64,"F","North Region","A Level or Equivalent","","35-55",3,60,"N","Fail",-93,NA,-93,NA +"244",439950,NA,NA,2.41463414634146,4,2.72727272727273,1.5,NA,2.40816326530612,NA,NA,NA,9.60344827586207,NA,1.125,1.69491525423729,NA,69.5,80.6666666666667,"M","Ireland","Lower Than A Level","20-30%","0-35",2,90,"N","Fail",-15,NA,-15,NA +"245",439995,NA,NA,2.74683544303797,NA,4.04,1.5,NA,5.7,1,1.25,1,12.5396825396825,NA,1,1.65413533834586,1.375,64.1428571428571,69.6,"M","East Anglian Region","A Level or Equivalent","40-50%","0-35",3,60,"N","Pass",-24,NA,-24,NA +"246",440818,4.4,2.33333333333333,3.08666666666667,NA,7.05025125628141,1.44444444444444,1.30769230769231,5.63478260869565,3.58333333333333,1.55555555555556,1.11764705882353,6.22093023255814,NA,1.2741935483871,1.84366576819407,1.28421052631579,67.2857142857143,80.2,"M","Scotland","Lower Than A Level","30-40%","35-55",0,60,"N","Pass",-16,NA,-16,NA +"247",441165,NA,NA,2.62820512820513,NA,3.62857142857143,2.5,1.58333333333333,3.4965034965035,1.5,1,NA,6.856,NA,1.4,2.1044776119403,1.22222222222222,67.5,58.4,"M","South Region","A Level or Equivalent","60-70%","0-35",1,120,"Y","Pass",-7,NA,-7,NA +"248",441421,NA,NA,2.80357142857143,NA,3.53488372093023,1,1,5.61194029850746,3,NA,1.66666666666667,10.125,NA,1.625,1.42,1,NA,67.6666666666667,"M","South West Region","Lower Than A Level","40-50%","0-35",1,60,"N","Fail",-66,NA,-66,NA +"249",442199,1,NA,4.65853658536585,NA,4.62962962962963,1,NA,6.67142857142857,NA,NA,NA,12.95,NA,1.26666666666667,2.41666666666667,1,82.2857142857143,54.5,"M","East Anglian Region","Lower Than A Level","10-20","0-35",0,60,"N","Pass",-73,NA,-73,NA +"250",442347,NA,NA,4.1025641025641,NA,5.59090909090909,1.5,1,4.54761904761905,3.16666666666667,1,1.5,12.6875,NA,1.33333333333333,2.26470588235294,1.8,85,86,"M","South West Region","Lower Than A Level","80-90%","0-35",1,120,"Y","Withdrawn",-88,95,-88,95 +"251",442563,NA,NA,2.64485981308411,NA,3.3134328358209,1.2,1,5.1866028708134,2.57142857142857,1,1.5,8.96363636363636,NA,1.17391304347826,1.640625,1.35714285714286,89.5714285714286,86.4,"M","North Region","A Level or Equivalent","0-10%","0-35",0,60,"N","Pass",-46,NA,-46,NA +"252",442802,2,NA,3.01363636363636,NA,4.47706422018349,1.5,1,5.0530303030303,4,1.2,1.5,11.5538461538462,NA,1.075,2,1.03846153846154,90.8571428571429,88.6,"M","South West Region","A Level or Equivalent","80-90%","35-55",0,60,"N","Pass",-15,NA,-15,NA +"253",443151,1,NA,2.53125,NA,2.66216216216216,1,2,6.70945945945946,1,1,1,14.8666666666667,NA,1.05555555555556,1.68382352941176,1.33333333333333,88.7142857142857,83.6,"F","East Anglian Region","Lower Than A Level","30-40%","0-35",0,120,"N","Pass",-149,NA,-149,NA +"254",443514,5,1,1.84324324324324,NA,3.89583333333333,1,1,5.27631578947368,1.11111111111111,1,1,12.0612244897959,NA,1.17857142857143,1.58653846153846,1.76,73.8571428571429,79,"M","Ireland","HE Qualification","70-80%","0-35",0,90,"N","Pass",-146,NA,-146,NA +"255",443696,NA,NA,2.80722891566265,NA,4.06060606060606,NA,NA,6.48717948717949,2,1,NA,11.7155963302752,NA,1.56521739130435,1.84827586206897,1.85714285714286,61.1428571428571,54.6,"F","London Region","A Level or Equivalent","80-90%","0-35",3,180,"N","Fail",-67,NA,-67,NA +"256",444011,NA,NA,3.65573770491803,NA,1.96511627906977,2,NA,4.51162790697674,1.5,1,1.5,8.78260869565217,NA,1,1.60240963855422,1.14285714285714,77.8571428571429,84,"M","East Anglian Region","A Level or Equivalent","30-40%","0-35",0,180,"Y","Pass",-64,NA,-64,NA +"257",444619,3.25,1.5,4.41806722689076,NA,6.552,1,3,6.08450704225352,1.5,1.5,1,14.7101449275362,NA,1.14285714285714,1.7816091954023,1.52173913043478,98.7142857142857,82.8,"M","South Region","A Level or Equivalent","50-60%","35-55",1,120,"N","Pass",-113,NA,-113,NA +"258",444907,4.5,NA,2.36764705882353,NA,2.39240506329114,1.5,1,7.72571428571429,2.28571428571429,1.25,1.3,11.5,NA,1.04,1.43103448275862,1.43333333333333,85.1428571428571,83.6,"M","East Midlands Region","A Level or Equivalent","90-100%","0-35",0,120,"N","Pass",-38,NA,-38,NA +"259",445686,NA,NA,2.65116279069767,NA,3.11627906976744,1.66666666666667,1,2.5968992248062,1,1,1,14.7727272727273,NA,1.04545454545455,1.45669291338583,1.09090909090909,81,68.8,"M","Ireland","A Level or Equivalent","80-90%","0-35",0,90,"N","Pass",-22,NA,-22,NA +"260",464522,NA,NA,3.93548387096774,NA,4.81818181818182,1.2,NA,4.32142857142857,NA,2,NA,3,NA,1.125,1.58064516129032,1.11111111111111,NA,78,"M","East Anglian Region","Lower Than A Level","50-60%","0-35",1,120,"Y","Withdrawn",-16,12,-16,12 +"261",465009,NA,NA,5.2,1,5.25,1.66666666666667,3,2.73684210526316,1.5,1,NA,2,NA,1.68292682926829,1.57692307692308,1,NA,82,"M","North Region","A Level or Equivalent","","35-55",2,120,"N","Withdrawn",-31,82,-31,82 +"262",465078,NA,NA,3.32835820895522,NA,5.4390243902439,1.25,1.5,4.57534246575342,8.88888888888889,1,1.66666666666667,9.81578947368421,NA,1.63636363636364,1.58333333333333,1.09090909090909,76,74,"M","Yorkshire Region","Lower Than A Level","0-10%","0-35",1,60,"Y","Withdrawn",-103,69,-103,69 +"263",465121,NA,NA,2.18115942028985,NA,3.359375,2,2,2.94318181818182,1,NA,1,15.5609756097561,NA,1,1.81159420289855,1.66666666666667,65.7142857142857,85.5,"M","Wales","A Level or Equivalent","50-60%","0-35",1,180,"N","Fail",-65,NA,-65,NA +"264",465294,3.2,1,2.43055555555556,NA,3.05263157894737,1,2.5,5.47389558232932,4.39130434782609,1,1.20689655172414,7.55263157894737,NA,1.37037037037037,1.85820895522388,1.34782608695652,82.2857142857143,76.2,"M","South Region","A Level or Equivalent","40-50%","35-55",0,60,"N","Pass",-38,NA,-38,NA +"265",466120,NA,NA,3.27692307692308,NA,3.60714285714286,1.25,NA,6.13084112149533,2.57142857142857,1,1.5,4.09090909090909,NA,1.06666666666667,1.57954545454545,1,NA,76.25,"M","East Anglian Region","Lower Than A Level","10-20","0-35",1,60,"N","Fail",-109,NA,-109,NA +"266",466807,NA,NA,1.92857142857143,NA,3.8125,NA,NA,4.25806451612903,NA,NA,NA,NA,NA,1,1.56,1,NA,74.6666666666667,"M","Ireland","Lower Than A Level","90-100%","0-35",1,60,"N","Withdrawn",-28,145,-28,145 +"267",466987,NA,NA,1.73913043478261,NA,2.33333333333333,1.5,NA,6.0625,2.5,1.33333333333333,1.75,12.0441176470588,NA,1.11764705882353,1.55045871559633,1.05,80.5714285714286,74.4,"M","North Region","Lower Than A Level","","0-35",0,60,"N","Pass",-10,NA,-10,NA +"268",467363,NA,1,4.34615384615385,NA,5.26086956521739,1.2,NA,6.09782608695652,1.83333333333333,1,1.5,14.4473684210526,NA,1.2,2.09210526315789,1.0952380952381,70.6666666666667,56,"M","Ireland","A Level or Equivalent","30-40%","0-35",0,60,"N","Fail",-99,NA,-99,NA +"269",469499,NA,NA,2.22222222222222,NA,3.91037735849057,2,1,5.7047619047619,1.2,1,1.5,18.9631901840491,NA,1.64406779661017,1.78995433789954,1.2,79.4285714285714,79.6,"M","North Region","A Level or Equivalent","0-10%","0-35",0,60,"N","Pass",-46,NA,-46,NA +"270",471284,NA,NA,3.95670995670996,NA,3.22988505747126,2,1,6.23529411764706,1,NA,NA,13.9152542372881,NA,1.21052631578947,1.63207547169811,1.60869565217391,70.2857142857143,56.4,"M","Yorkshire Region","Lower Than A Level","40-50%","0-35",1,60,"N","Fail",-80,NA,-80,NA +"271",474667,NA,NA,3.21243523316062,NA,3.85714285714286,1.4,1.4,9.11340206185567,NA,NA,NA,13.3287671232877,NA,1.08333333333333,2.41525423728814,1.41666666666667,68.2857142857143,76,"M","London Region","Lower Than A Level","60-70%","0-35",1,60,"N","Pass",-50,NA,-50,NA +"272",475015,NA,NA,3.18620689655172,2,3.05785123966942,1.2,1.14285714285714,4.42745098039216,2.35714285714286,NA,1.2,7.16822429906542,NA,1.21875,1.72784810126582,1.14285714285714,67.7142857142857,78.4,"M","Wales","A Level or Equivalent","60-70%","0-35",1,60,"N","Pass",-23,NA,-23,NA +"273",476401,NA,NA,2.51552795031056,NA,4.98514851485149,1,1.53846153846154,9.25821596244131,5.5,1,NA,12.2330097087379,NA,1.375,2.27467811158798,1.2,55.5714285714286,64.2,"M","Ireland","A Level or Equivalent","0-10%","0-35",2,90,"N","Pass",-30,NA,-30,NA +"274",476629,NA,NA,3.52597402597403,1,5.05555555555556,1.33333333333333,1.4,5.33571428571429,2.88888888888889,1,2,9.22784810126582,NA,1.48,2.29447852760736,1.625,68.2857142857143,58.2,"F","Wales","Lower Than A Level","80-90%","0-35",0,60,"N","Pass",-14,NA,-14,NA +"275",477833,2.75,NA,2.0125,NA,4.64835164835165,1,2.2,5.86290322580645,2.75,1,1.1875,12.8809523809524,NA,1.71875,1.77734375,1.66666666666667,69.2857142857143,63.8,"M","London Region","Lower Than A Level","50-60%","35-55",1,60,"Y","Fail",-100,NA,-100,NA +"276",479939,6.33333333333333,3,3.06349206349206,3,4.425,1.33333333333333,4.5,6.16627078384798,4.41176470588235,1.33333333333333,1.4,6.11049723756906,NA,1.76923076923077,2.49382716049383,1.42105263157895,70.8571428571429,67.8,"F","North Region","No Formal quals","","0-35",0,60,"N","Pass",-21,NA,-21,NA +"277",480303,NA,NA,6.02439024390244,NA,4.35,1.66666666666667,1,7.96296296296296,7.5,1.5,2,19.75,NA,1.42857142857143,2.20408163265306,1.25,NA,65,"M","Wales","Lower Than A Level","50-60%","35-55",0,60,"N","Fail",-79,NA,-79,NA +"278",481240,NA,NA,NA,NA,1.55172413793103,1,NA,3.18518518518519,1,1,NA,13.2352941176471,NA,1.16666666666667,1.26923076923077,1,100,69.6666666666667,"M","Yorkshire Region","A Level or Equivalent","30-40%","0-35",0,150,"N","Withdrawn",-30,236,-30,236 +"279",481717,3,2,2.47272727272727,NA,4.24154589371981,2,1.5,4.2967032967033,3.94117647058824,1.125,1.28571428571429,11.4756097560976,NA,1.17857142857143,2.10149253731343,1.26760563380282,89.7142857142857,81.4,"M","North Western Region","A Level or Equivalent","80-90%","0-35",0,60,"N","Pass",-21,NA,-21,NA +"280",482644,NA,NA,2.39285714285714,NA,3.11650485436893,1.5,1,7.55111111111111,1.83333333333333,1,1.66666666666667,11.375,NA,1.44943820224719,1.61805555555556,1.2,91.1428571428571,91,"M","London Region","HE Qualification","10-20","0-35",0,60,"N","Pass",-8,NA,-8,NA +"281",483037,2.6,2,2.81,NA,2.775,1.14285714285714,2.25,4.90764331210191,4.44444444444444,1,1.15625,9.99009900990099,NA,1.37333333333333,1.51136363636364,1.359375,70.7142857142857,63.6,"M","London Region","No Formal quals","10-20","35-55",0,60,"N","Pass",-35,NA,-35,NA +"282",483656,NA,NA,2.52777777777778,NA,3.82758620689655,1,1,3.21875,3,1.25,NA,8.41666666666667,NA,1.52,1.71014492753623,1.11111111111111,NA,67,"F","East Midlands Region","Lower Than A Level","0-10%","0-35",0,60,"N","Withdrawn",-77,82,-77,82 +"283",484010,NA,NA,4.23076923076923,NA,2.96703296703297,1,NA,4.52127659574468,1.88888888888889,1,1.66666666666667,9.625,NA,1.22222222222222,1.55405405405405,1,94,81,"M","East Anglian Region","A Level or Equivalent","70-80%","35-55",0,60,"N","Fail",-109,NA,-109,NA +"284",484494,NA,NA,1.93333333333333,NA,3.57142857142857,1,NA,2.48571428571429,NA,NA,NA,2.25,NA,1.75,1.31707317073171,1,NA,70,"M","South West Region","Lower Than A Level","60-70%","0-35",0,120,"N","Withdrawn",-44,12,-44,12 +"285",484594,3.8,3,4.39772727272727,NA,5.52873563218391,2.33333333333333,1.4,6.38424821002387,2.05263157894737,1.3,1.10714285714286,10.7435897435897,NA,1.08108108108108,1.66147859922179,1.39473684210526,84.4285714285714,69.2,"F","South West Region","A Level or Equivalent","50-60%","35-55",0,60,"N","Pass",-29,NA,-29,NA +"286",485228,2.25,NA,1.89473684210526,NA,3.84821428571429,1.33333333333333,1,10.375,4.66666666666667,1,1.375,12.2083333333333,NA,2.08510638297872,1.91282051282051,1.875,63.7142857142857,57.8,"F","Scotland","Lower Than A Level","0-10%","35-55",0,60,"Y","Fail",-87,NA,-87,NA +"287",486087,1.75,NA,2.90740740740741,2,3.51648351648352,1,2,6.25263157894737,9,1,1.4,10.9245283018868,NA,1.11111111111111,1.66129032258065,1.1875,84.7142857142857,86.4,"M","Yorkshire Region","A Level or Equivalent","0-10%","0-35",0,120,"N","Distinction",-25,NA,-25,NA +"288",486964,NA,NA,2.61111111111111,NA,2.45454545454545,1,NA,3.21153846153846,1,NA,NA,10.1724137931034,NA,1,1.34090909090909,1.25,90.1428571428571,80.8,"M","Scotland","Lower Than A Level","50-60%","0-35",0,120,"N","Pass",-15,NA,-15,NA +"289",488525,2,NA,1.53846153846154,NA,4.27027027027027,1.66666666666667,2,6.52413793103448,1.75,1,1.125,10.375,NA,1.48780487804878,1.53271028037383,1.36363636363636,85.4285714285714,73.4,"M","North Region","A Level or Equivalent","","0-35",1,120,"N","Pass",-136,NA,-136,NA +"290",489553,NA,NA,2.44827586206897,NA,2.65217391304348,NA,1.25,2.16666666666667,NA,2,NA,16.7692307692308,NA,1.66666666666667,1.82857142857143,NA,60.1428571428571,NA,"M","West Midlands Region","HE Qualification","50-60%","0-35",1,60,"N","Fail",-74,NA,-74,NA +"291",490297,NA,NA,1.25,NA,4.25,1,NA,2.90909090909091,NA,NA,NA,1,NA,1,2.11111111111111,1,NA,33,"M","Scotland","Lower Than A Level","10-20","0-35",0,150,"Y","Fail",-23,NA,-23,NA +"292",491077,NA,NA,2.44444444444444,NA,3.3015873015873,1,NA,7.83333333333333,1,NA,NA,NA,NA,1.25,2.1,1.33333333333333,37,60,"M","West Midlands Region","Lower Than A Level","0-10%","35-55",2,120,"N","Withdrawn",-59,96,-59,96 +"293",491126,2.57142857142857,1,3.175,NA,3.11764705882353,1,1.14285714285714,5.30075187969925,2.44444444444444,1,1.16666666666667,6.5,NA,1.31034482758621,1.79775280898876,1.05,88.8571428571429,91.8,"M","West Midlands Region","A Level or Equivalent","40-50%","0-35",0,60,"Y","Pass",-29,NA,-29,NA +"294",491756,NA,NA,2.38636363636364,NA,2.06382978723404,1,NA,3.90243902439024,1.5,1,NA,NA,NA,1.07692307692308,1.69767441860465,1,NA,65.5,"M","West Midlands Region","Lower Than A Level","60-70%","0-35",2,90,"Y","Withdrawn",-15,184,-15,184 +"295",491863,7,NA,2.19318181818182,1,3.203125,1.25,NA,3.56028368794326,2.5,1,1.33333333333333,8.55223880597015,NA,1.12,1.54918032786885,1.27272727272727,85.7142857142857,82.2,"M","North Western Region","Lower Than A Level","60-70%","0-35",0,90,"N","Pass",-57,NA,-57,NA +"296",491959,NA,NA,2.8,NA,5.52380952380952,1,NA,4.15789473684211,1.66666666666667,2,NA,10.9,NA,1.77777777777778,1.64,1.07142857142857,46,86,"M","West Midlands Region","HE Qualification","20-30%","0-35",0,60,"N","Withdrawn",-52,163,-52,163 +"297",492024,NA,NA,3.2375,NA,5.390625,1.33333333333333,NA,6.2032967032967,3,1,NA,15.8548387096774,NA,1.22727272727273,2.02068965517241,1.66666666666667,84.7142857142857,71,"M","Scotland","Lower Than A Level","80-90%","0-35",0,90,"N","Pass",-88,NA,-88,NA +"298",492557,NA,NA,1.28571428571429,NA,2.57142857142857,1,NA,6,NA,NA,NA,NA,NA,1,1.68181818181818,NA,75.5,67.5,"M","North Western Region","Lower Than A Level","10-20","0-35",2,120,"N","Withdrawn",-115,62,-115,62 +"299",493793,NA,NA,2.56756756756757,NA,2.79787234042553,1,2,6.92441860465116,1.5,1,1,12.8333333333333,NA,1,1.37037037037037,1.04761904761905,86.1428571428571,78.6,"M","South Region","A Level or Equivalent","40-50%","0-35",0,120,"Y","Pass",-140,NA,-140,NA +"300",494046,5.25,NA,2.38636363636364,NA,3.74545454545455,1,NA,4.8130081300813,5.25,NA,1.5,12.9206349206349,NA,1.025,1.43243243243243,1.125,86,74,"M","Yorkshire Region","Lower Than A Level","50-60%","35-55",2,60,"N","Pass",-85,NA,-85,NA +"301",494184,NA,NA,2.59776536312849,NA,4.17117117117117,1,NA,5.40816326530612,1.5,1,1.5,17.027027027027,NA,1.19230769230769,2.25,1.16666666666667,66.5714285714286,71,"M","Ireland","Lower Than A Level","0-10%","0-35",3,90,"N","Pass",-51,NA,-51,NA +"302",496493,NA,NA,3.94117647058824,NA,4.06666666666667,1.33333333333333,NA,7.93548387096774,2,1,NA,23.3333333333333,NA,1.45833333333333,2.51515151515152,1.09090909090909,NA,66,"F","Scotland","A Level or Equivalent","20-30%","0-35",0,60,"Y","Withdrawn",-92,97,-92,97 +"303",497415,NA,NA,3.16883116883117,NA,4.10714285714286,1.6,NA,8.6953125,3,1.16666666666667,1.5,9.94805194805195,NA,2.6551724137931,2.02247191011236,1.4,74.1428571428571,78.6,"M","Ireland","A Level or Equivalent","80-90%","0-35",0,60,"N","Pass",-49,NA,-49,NA +"304",498442,4.5,NA,2.27374301675978,NA,5.48091603053435,1.25,1.41666666666667,5.58415841584158,2.88888888888889,1.25,1.5,23.7314814814815,NA,1.11538461538462,1.92631578947368,1.1875,90.5714285714286,90.4,"M","Ireland","A Level or Equivalent","50-60%","0-35",0,120,"N","Distinction",-10,NA,-10,NA +"305",499244,NA,NA,2.7,NA,2.82051282051282,1.33333333333333,1.33333333333333,4.75,NA,1,NA,6,NA,1.55555555555556,1.37777777777778,1,NA,66,"M","South Region","Lower Than A Level","70-80%","0-35",3,60,"N","Withdrawn",-149,149,-149,149 +"306",499404,NA,NA,1.9874213836478,NA,4.11004784688995,1,NA,5.1844262295082,2.66666666666667,1,1.27272727272727,9.15625,NA,1.37037037037037,1.84179104477612,1.81818181818182,74.5714285714286,76,"F","North Western Region","A Level or Equivalent","30-40%","0-35",2,60,"N","Pass",-95,NA,-95,NA +"307",500068,NA,NA,2.60377358490566,NA,6.80769230769231,1,2,5.66896551724138,2.25,1.28571428571429,1.44444444444444,8.38686131386861,NA,1.06153846153846,1.795,1.46428571428571,92.2857142857143,84.8,"M","West Midlands Region","Lower Than A Level","10-20","0-35",0,60,"N","Pass",-156,NA,-156,NA +"308",500618,NA,NA,2.72131147540984,NA,4.63380281690141,1,NA,3.80952380952381,1,1,NA,8.20481927710843,NA,1,1.59223300970874,1.57142857142857,77.7142857142857,82.6,"M","East Anglian Region","A Level or Equivalent","80-90%","0-35",0,120,"Y","Pass",-25,NA,-25,NA +"309",501444,4,NA,2.83613445378151,NA,2.56589147286822,1,1.6,5.43910256410256,3.16,1,1.125,11.4390243902439,NA,1.23076923076923,1.38513513513514,1.23529411764706,86.4285714285714,86.6,"M","South Region","Lower Than A Level","10-20","0-35",0,60,"N","Distinction",-59,NA,-59,NA +"310",501897,NA,1,2,NA,3.11475409836066,1.66666666666667,1,4.93063583815029,2.5,1,1.44444444444444,6.81818181818182,NA,1.17647058823529,1.6036036036036,1.125,NA,71.5,"M","West Midlands Region","A Level or Equivalent","20-30%","0-35",0,150,"N","Withdrawn",-14,202,-14,202 +"311",502011,NA,1,3.65094339622642,NA,3.296875,2.66666666666667,3.05882352941176,4.22033898305085,2,1.6,1.2,10.2,NA,1.09302325581395,1.61176470588235,1.04166666666667,87.4285714285714,71.4,"F","East Midlands Region","Lower Than A Level","20-30%","0-35",0,60,"N","Pass",-70,NA,-70,NA +"312",503684,NA,NA,5.66666666666667,NA,3.75,1.5,1,3.84615384615385,NA,NA,NA,1,NA,1.5,2.41666666666667,1.25,NA,68,"M","East Anglian Region","Lower Than A Level","40-50%","35-55",1,180,"N","Withdrawn",-34,12,-34,12 +"313",504270,NA,NA,1.66666666666667,NA,3.2,NA,NA,6.7,NA,NA,NA,NA,NA,1.07692307692308,1.66666666666667,NA,NA,51,"M","North Region","A Level or Equivalent","","0-35",1,60,"N","Fail",-93,NA,-93,NA +"314",505773,5.09090909090909,3,3.38996138996139,NA,5.18390804597701,1,1.33333333333333,6.64354066985646,3.54545454545455,1.21428571428571,1.1025641025641,9.72173913043478,NA,1.21875,1.76602564102564,1.33846153846154,88.2857142857143,86.6,"M","Scotland","HE Qualification","60-70%","35-55",0,60,"N","Distinction",-72,NA,-72,NA +"315",506705,NA,NA,1.90909090909091,NA,2.5625,1.5,1,6.69387755102041,2.6,1,1.5,11.4634146341463,NA,1.125,1.48333333333333,2.2,87.8571428571429,79.6,"M","South West Region","A Level or Equivalent","80-90%","0-35",0,120,"N","Pass",-81,NA,-81,NA +"316",507311,NA,NA,2.61764705882353,NA,3.52941176470588,1,3,2.8,1,NA,NA,6.88888888888889,NA,1,1.5,1.25,NA,66,"M","South East Region","Lower Than A Level","10-20","0-35",0,120,"N","Fail",-93,NA,-93,NA +"317",507743,4.66666666666667,NA,2.02970297029703,2,3.51948051948052,1.0952380952381,1,7.46742209631728,1.75,1,1,9.26086956521739,NA,1.14634146341463,1.55384615384615,1.22222222222222,83.8571428571429,77.2,"M","South East Region","A Level or Equivalent","50-60%","0-35",0,120,"N","Pass",-24,NA,-24,NA +"318",507935,2.375,1.5,4.9708265802269,8,7.29577464788732,1.33333333333333,1,4.15625,3.15789473684211,1.5,1.11111111111111,9.58064516129032,NA,1.12903225806452,1.60135135135135,1.3953488372093,90.1428571428571,90.8,"M","South East Region","A Level or Equivalent","10-20","0-35",0,60,"Y","Distinction",-41,NA,-41,NA +"319",508626,12.3333333333333,2,2.84069097888676,1,6.4367816091954,1.42857142857143,1.40740740740741,6.23442136498516,3.4,1.22222222222222,1.13636363636364,7.67,NA,1.42268041237113,1.49606299212598,1.28333333333333,69,74,"M","London Region","Lower Than A Level","30-40%","35-55",0,60,"N","Pass",-46,NA,-46,NA +"320",509536,2.58333333333333,NA,2.56363636363636,NA,4.14851485148515,1,1.66666666666667,7.56875,3.09677419354839,1.125,1.28571428571429,9.43362831858407,NA,1.29268292682927,1.71331058020478,1.6078431372549,84.7142857142857,78.4,"M","East Midlands Region","Lower Than A Level","90-100%","35-55",0,60,"N","Pass",-154,NA,-154,NA +"321",511309,NA,NA,2.58558558558559,NA,3.30357142857143,1.5,NA,4.03448275862069,2,1,NA,13.734693877551,NA,2,1.96969696969697,1.08333333333333,63.7142857142857,61.8,"M","Wales","A Level or Equivalent","40-50%","0-35",1,60,"N","Pass",-25,NA,-25,NA +"322",511350,NA,NA,NA,NA,1.90909090909091,NA,NA,2.58823529411765,NA,NA,NA,NA,NA,2.11111111111111,1.26315789473684,NA,NA,44.6666666666667,"M","Yorkshire Region","Lower Than A Level","20-30%","0-35",1,90,"Y","Fail",-4,NA,-4,NA +"323",511981,NA,2,2.60913705583756,NA,2.92763157894737,1,1,3.45,1.66666666666667,1,2,13.0597014925373,NA,1.125,1.36170212765957,1.36363636363636,60,50.2,"M","South East Region","Lower Than A Level","10-20","0-35",0,90,"N","Pass",-155,NA,-155,NA +"324",512335,NA,NA,1.5,NA,2,1,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,47,"M","South West Region","A Level or Equivalent","70-80%","35-55",4,60,"N","Withdrawn",-46,12,-46,12 +"325",513272,NA,NA,2.21428571428571,NA,3.625,NA,1.33333333333333,1.55555555555556,1,NA,1.5,1,NA,1.2,1.87878787878788,NA,NA,60,"F","North Western Region","Lower Than A Level","20-30%","0-35",1,60,"N","Fail",-77,NA,-77,NA +"326",513422,NA,1,3.23529411764706,NA,2.37254901960784,1,NA,2.33333333333333,2,1,NA,10.7558139534884,NA,1.61111111111111,1.88607594936709,2.13333333333333,67.4285714285714,76.2,"F","South East Region","A Level or Equivalent","30-40%","0-35",0,120,"N","Pass",-4,NA,-4,NA +"327",513428,NA,NA,2.67164179104478,8,3.14473684210526,NA,NA,4.23255813953488,NA,NA,NA,10.4444444444444,NA,1.38888888888889,1.84732824427481,2,74.4285714285714,91.6,"F","Wales","A Level or Equivalent","0-10%","0-35",2,90,"N","Pass",-14,NA,-14,NA +"328",514078,NA,NA,2.46666666666667,NA,3.94339622641509,1.25,1.5,6.34722222222222,4.45454545454545,1,1.10526315789474,19.9418604651163,NA,2.11111111111111,1.52739726027397,1.4,73.4285714285714,65.8,"M","North Western Region","Lower Than A Level","50-60%","0-35",0,60,"N","Pass",-38,NA,-38,NA +"329",514556,NA,1,3.92727272727273,3,3.51162790697674,1.5,1.5,4.9051094890511,3.44444444444444,1,1.42857142857143,9.125,NA,1.14285714285714,1.64601769911504,1.0625,NA,54,"F","East Midlands Region","A Level or Equivalent","20-30%","35-55",0,180,"N","Fail",-25,NA,-25,NA +"330",516602,NA,NA,3.77272727272727,NA,2.71929824561404,1.16666666666667,1.27272727272727,4.62105263157895,1,1,NA,13.4,NA,1.10526315789474,1.47297297297297,1.16666666666667,85.1428571428571,85.6,"M","North Region","HE Qualification","80-90%","0-35",0,60,"N","Distinction",-73,NA,-73,NA +"331",517551,1.5,NA,1.68,NA,3.43617021276596,1,4,7.07758620689655,NA,1,NA,14.0384615384615,NA,1.19047619047619,1.5607476635514,1.22222222222222,63.4285714285714,60.2,"M","North Region","A Level or Equivalent","70-80%","0-35",2,60,"N","Pass",-121,NA,-121,NA +"332",519115,5,NA,2.16216216216216,NA,3.12,1.5,1.5,3.93835616438356,NA,1.33333333333333,1,11.4444444444444,NA,1.64,1.8671875,1.14285714285714,62,69,"M","North Western Region","Lower Than A Level","70-80%","0-35",0,90,"N","Fail",-88,NA,-88,NA +"333",521032,NA,NA,3.7027027027027,NA,4.46428571428571,1.5,NA,2.61818181818182,1.5,1,NA,1,NA,1.1875,1.89230769230769,1,NA,66,"M","East Anglian Region","Lower Than A Level","30-40%","0-35",1,150,"N","Withdrawn",-92,12,-92,12 +"334",521115,4,2,2.95212765957447,1,2.43502824858757,1.33333333333333,NA,4.8502994011976,1.93333333333333,1,1,7.38709677419355,NA,1.04166666666667,1.55737704918033,1.31395348837209,90.2857142857143,84.6,"M","North Western Region","HE Qualification","10-20","0-35",0,120,"N","Pass",-10,NA,-10,NA +"335",521153,NA,NA,5.28571428571429,NA,3,1.5,NA,2.23809523809524,NA,1,NA,NA,NA,1.11111111111111,2.61904761904762,1,NA,79,"M","Wales","Lower Than A Level","0-10%","0-35",0,60,"N","Fail",-35,NA,-35,NA +"336",521255,NA,NA,2,NA,2.77777777777778,NA,1,4.14912280701754,NA,1.42857142857143,NA,1.21052631578947,NA,1,1.47297297297297,1.14285714285714,NA,56.6,"M","London Region","Lower Than A Level","70-80%","0-35",2,60,"N","Fail",-23,NA,-23,NA +"337",521703,NA,NA,4.8695652173913,NA,4.88235294117647,1,2.5,4.09677419354839,1.5,NA,NA,10.4,NA,1.025,1.51851851851852,2,87.5,NA,"M","East Anglian Region","Lower Than A Level","60-70%","0-35",2,120,"N","Withdrawn",-113,12,-113,12 +"338",522082,5.83333333333333,2,2.73913043478261,NA,3.392,1.2,NA,5.72307692307692,2.625,1,1.07142857142857,17.25,NA,1,1.44144144144144,1.21052631578947,78.8571428571429,70,"F","North Western Region","A Level or Equivalent","0-10%","35-55",1,60,"N","Pass",-45,NA,-45,NA +"339",523017,3,NA,2.98039215686275,13,3.37383177570093,2,NA,6.44155844155844,NA,NA,1.5,8.54471544715447,NA,1.29032258064516,2.26016260162602,1.36363636363636,82.1428571428571,74.6,"M","London Region","No Formal quals","20-30%","0-35",0,60,"N","Pass",-93,NA,-93,NA +"340",523249,NA,NA,2.28571428571429,NA,4.56451612903226,1.5,NA,4.86134453781513,NA,1.5,1.25,9.4390243902439,NA,1.15384615384615,1.78672985781991,1.07692307692308,83.1428571428571,85.6,"M","West Midlands Region","Lower Than A Level","60-70%","0-35",0,120,"N","Pass",-58,NA,-58,NA +"341",523589,NA,NA,5.66666666666667,NA,8.23076923076923,1.25,1.5,3.89655172413793,2.66666666666667,1,NA,10,NA,1.71875,2.2962962962963,1.16666666666667,93,NA,"M","London Region","A Level or Equivalent","20-30%","0-35",0,120,"Y","Withdrawn",-73,10,-73,10 +"342",524827,NA,NA,2.09677419354839,NA,6.17241379310345,1,NA,3.95652173913043,2.21428571428571,1,NA,6.33333333333333,NA,1.07142857142857,1.7037037037037,1.16666666666667,NA,65,"M","North Western Region","Lower Than A Level","10-20","35-55",0,60,"N","Withdrawn",-70,51,-70,51 +"343",526721,3.5,2,2.02884615384615,NA,3.73170731707317,1.66666666666667,1.6,5.77714285714286,1.73333333333333,1,1.17241379310345,10.2873563218391,NA,1.07407407407407,1.47643979057592,1.175,90.1428571428571,97.6,"M","West Midlands Region","A Level or Equivalent","20-30%","0-35",0,120,"N","Distinction",-102,NA,-102,NA +"344",526819,NA,NA,2.68,NA,2.07575757575758,NA,1,8.33689839572192,1,NA,NA,16.8372093023256,NA,1,1.53623188405797,1.23076923076923,73.5714285714286,49.4,"M","London Region","A Level or Equivalent","10-20","0-35",3,90,"N","Fail",-59,NA,-59,NA +"345",527619,NA,NA,1,NA,2.45454545454545,1.5,NA,8.2,NA,1,NA,NA,NA,1.33333333333333,1.57142857142857,1,NA,87,"M","Ireland","A Level or Equivalent","80-90%","0-35",1,90,"Y","Withdrawn",-155,72,-155,72 +"346",529693,2.42857142857143,1,3.3974358974359,NA,4.4,1,5.5,7.69194312796209,2,2.33333333333333,1.66666666666667,19.3571428571429,NA,1.43333333333333,2.19178082191781,1.22222222222222,72.8571428571429,73.4,"M","Scotland","Lower Than A Level","30-40%","35-55",1,60,"N","Pass",-66,NA,-66,NA +"347",529991,NA,NA,3.86363636363636,NA,3.04166666666667,NA,3,3.9010989010989,1.5,NA,NA,8.34459459459459,NA,1.35714285714286,1.61818181818182,1.28571428571429,80.8571428571429,46,"M","South Region","Lower Than A Level","80-90%","35-55",4,60,"N","Pass",-7,NA,-7,NA +"348",530148,NA,NA,2.73076923076923,NA,3.3,1,1,3.89333333333333,NA,1,NA,16.3333333333333,NA,1.45454545454545,1.4578313253012,1.25,68.5714285714286,49.5,"M","Scotland","A Level or Equivalent","50-60%","0-35",1,60,"N","Withdrawn",-7,240,-7,240 +"349",531018,2.33333333333333,NA,1.91847826086957,2,4.81208053691275,1.25,NA,6.3482428115016,5.08333333333333,1.4,1.15,9.02127659574468,NA,1.22222222222222,1.76691729323308,1.09090909090909,91.4285714285714,88.4,"F","Scotland","HE Qualification","20-30%","0-35",0,90,"N","Distinction",-92,NA,-92,NA +"350",531871,NA,NA,2.20689655172414,NA,4.03846153846154,1,1.71428571428571,6.70440251572327,2.375,1.33333333333333,NA,13.3076923076923,NA,1.07692307692308,1.63888888888889,1.41666666666667,84.6666666666667,74.8,"M","Wales","HE Qualification","40-50%","0-35",0,60,"N","Pass",-28,NA,-28,NA +"351",532254,NA,NA,4.40845070422535,NA,4.76,1.5,NA,10.6407766990291,NA,1,NA,29.6379310344828,NA,1.66666666666667,2.52671755725191,2,80.1428571428571,83.2,"M","North Western Region","A Level or Equivalent","30-40%","0-35",4,120,"N","Pass",-22,NA,-22,NA +"352",533418,3.85714285714286,1,2.53883495145631,NA,4.51428571428571,1.6,1,6.41176470588235,4.17391304347826,1,1.08333333333333,8.54411764705882,NA,1.40740740740741,1.43349753694581,1.45945945945946,90,88.6,"M","West Midlands Region","A Level or Equivalent","","35-55",0,60,"N","Distinction",-92,NA,-92,NA +"353",534018,NA,NA,3.54545454545455,NA,5.61904761904762,1,1,5.74074074074074,3.6,NA,NA,4.4,NA,1.375,1.80555555555556,1,NA,64,"M","East Anglian Region","Lower Than A Level","30-40%","0-35",0,120,"Y","Withdrawn",-109,33,-109,33 +"354",534112,NA,NA,2.72164948453608,NA,5.25531914893617,1.16666666666667,1.83333333333333,3.3448275862069,1.5,1,NA,10.9130434782609,NA,1.24,1.59677419354839,1.16,81.5,83.25,"F","Wales","A Level or Equivalent","70-80%","35-55",0,60,"N","Withdrawn",-24,198,-24,198 +"355",534457,5.66666666666667,NA,2,NA,5.02739726027397,1.2,1.25,5.79279279279279,2.42857142857143,1,NA,11.4857142857143,NA,1.54545454545455,2.07758620689655,1.61538461538462,68.1428571428571,63.8,"F","Scotland","HE Qualification","50-60%","0-35",0,60,"Y","Pass",-67,NA,-67,NA +"356",535542,NA,NA,3.425,NA,5.78260869565217,1.33333333333333,3,7.05263157894737,3.375,NA,1.5,5.14285714285714,NA,2.66666666666667,2.11111111111111,1,NA,64,"M","Scotland","Lower Than A Level","80-90%","0-35",0,150,"N","Withdrawn",-15,59,-15,59 +"357",535671,3.44444444444444,NA,2.45454545454545,NA,3.33962264150943,NA,NA,7.71538461538462,2.33333333333333,1,1.09375,10.8378378378378,NA,1.36363636363636,1.82828282828283,1.42857142857143,85.5714285714286,81.6,"F","Scotland","HE Qualification","50-60%","0-35",1,90,"N","Pass",-141,NA,-141,NA +"358",535997,NA,NA,3.1,NA,2.44444444444444,1.25,2.33333333333333,3.86666666666667,1,1,NA,13.8529411764706,NA,1.45,1.93478260869565,1,57.25,45,"F","North Western Region","Lower Than A Level","70-80%","0-35",0,120,"N","Withdrawn",-57,163,-57,163 +"359",536351,NA,NA,3.07575757575758,NA,3.69767441860465,1.66666666666667,1.4,6.36125654450262,2.2,1,1.2,9.0327868852459,NA,1.41818181818182,1.87719298245614,1.17391304347826,81.2857142857143,85,"M","South East Region","Lower Than A Level","50-60%","0-35",0,120,"N","Pass",-115,NA,-115,NA +"360",536475,NA,NA,3.52173913043478,NA,5.18181818181818,1,NA,12.719512195122,3.28571428571429,1,NA,13.02,NA,1.77777777777778,2.15294117647059,2.09090909090909,74.5714285714286,78,"M","Wales","HE Qualification","70-80%","35-55",0,60,"N","Fail",-16,NA,-16,NA +"361",536963,NA,NA,3.09677419354839,NA,4.02352941176471,2,2,4.53383458646617,3,1,NA,21.1058823529412,NA,1.5,1.60919540229885,1.38461538461538,69.5714285714286,88.2,"F","South Region","A Level or Equivalent","60-70%","35-55",0,180,"N","Pass",-17,NA,-17,NA +"362",537322,2.5,NA,2.01273885350318,NA,3.45394736842105,1,1.91666666666667,6.37704918032787,1.375,1,1.33333333333333,7.18181818181818,NA,1.16363636363636,1.51943462897526,1.7037037037037,86.4285714285714,77.2,"M","Scotland","A Level or Equivalent","70-80%","35-55",1,120,"N","Pass",-24,NA,-24,NA +"363",537606,NA,NA,2.57575757575758,NA,3.1304347826087,1.33333333333333,NA,2.39393939393939,NA,NA,NA,15.4,NA,1.375,1.75,1,96.5,74,"F","London Region","A Level or Equivalent","60-70%","0-35",0,60,"N","Fail",-85,NA,-85,NA +"364",537811,4.2,1,4.1177370030581,NA,8.71428571428571,1,1.39285714285714,4.79347826086957,4.125,1,1.10526315789474,13.9037037037037,NA,1.07017543859649,1.6441717791411,1.31818181818182,100,97.4,"F","East Midlands Region","A Level or Equivalent","50-60%","0-35",0,120,"Y","Distinction",-53,NA,-53,NA +"365",539308,NA,NA,1.88607594936709,NA,2.97087378640777,2,NA,3.16447368421053,1,NA,NA,11.2588235294118,NA,1.04,1.40540540540541,1.6,48.4285714285714,54.4,"M","South Region","A Level or Equivalent","20-30%","0-35",1,90,"N","Fail",-15,NA,-15,NA +"366",539945,6.5,NA,2.69178082191781,NA,3.34831460674157,1,1.55555555555556,10.6107784431138,1.5,NA,1,17.9791666666667,NA,1.11111111111111,1.79746835443038,1.16666666666667,85.1428571428571,83.2,"F","South Region","A Level or Equivalent","90-100%","0-35",1,60,"N","Pass",-84,NA,-84,NA +"367",540723,3.09090909090909,1.25,3.4010152284264,NA,6.1125,1.66666666666667,2,6.68094218415418,1.4,1.16666666666667,1.25,15.0813953488372,NA,1.33823529411765,2.66573816155989,1.5,58.2857142857143,66.4,"M","West Midlands Region","Lower Than A Level","70-80%","35-55",1,60,"N","Pass",-45,NA,-45,NA +"368",541532,NA,NA,1.81132075471698,NA,3.42962962962963,1.5,NA,5.34666666666667,3.4,NA,2,16.9487179487179,NA,1.66666666666667,1.63218390804598,1.6,62,69.25,"F","North Region","HE Qualification","","0-35",0,330,"N","Withdrawn",-29,237,-29,237 +"369",541921,5.625,1,2.88118811881188,NA,3.9041095890411,1.2,1.54545454545455,5.42995169082126,1.96774193548387,1.11111111111111,1.2,9.93137254901961,NA,2.07692307692308,1.63821138211382,1.125,75,80.8,"M","South East Region","HE Qualification","40-50%","35-55",1,120,"N","Pass",-49,NA,-49,NA +"370",542202,8,NA,2.27433628318584,NA,3.576,2,1.78260869565217,7.96989966555184,4.875,1,1.5,11.6153846153846,NA,1.18181818181818,1.825,1.22727272727273,74.5714285714286,76,"M","West Midlands Region","A Level or Equivalent","0-10%","0-35",0,60,"N","Pass",-14,NA,-14,NA +"371",542550,NA,NA,2.85106382978723,NA,3.42307692307692,NA,1,8.19230769230769,6,NA,NA,15.5714285714286,NA,1.875,1.47619047619048,2,80,NA,"M","North Region","A Level or Equivalent","0-10%","35-55",2,120,"N","Withdrawn",-155,9,-155,9 +"372",543010,1.25,1,2.27477477477477,NA,3.53435114503817,2,NA,7.6159169550173,3.71428571428571,NA,1.125,17.85,NA,1.425,1.45660377358491,1.3030303030303,61,51.4,"M","East Anglian Region","HE Qualification","30-40%","35-55",2,120,"N","Fail",-79,NA,-79,NA +"373",543432,NA,NA,2.82758620689655,NA,4.12765957446809,2.33333333333333,NA,6.63636363636364,2.75,1.5,1.5,9.95454545454546,NA,1.14634146341463,1.94666666666667,1.85714285714286,84.6666666666667,74.6666666666667,"M","South Region","A Level or Equivalent","10-20","0-35",0,120,"N","Withdrawn",-78,97,-78,97 +"374",544141,NA,NA,6.47368421052632,NA,5.05882352941176,1.33333333333333,NA,13,10,NA,1.75,9.59259259259259,NA,1.55555555555556,3.08510638297872,1,63.5,47,"M","Ireland","A Level or Equivalent","50-60%","0-35",0,60,"N","Fail",-17,NA,-17,NA +"375",544745,NA,NA,3.90526315789474,NA,3.94029850746269,2,NA,6.11976047904192,1.5,1,1.5,14.6666666666667,NA,1.26315789473684,1.55833333333333,1.15384615384615,90,81.75,"M","South Region","A Level or Equivalent","30-40%","0-35",1,90,"N","Fail",-100,NA,-100,NA +"376",545164,4.66666666666667,NA,2.83969465648855,NA,4.83333333333333,1.6,1.14285714285714,4.5,1.4,NA,NA,10.2222222222222,NA,1.07407407407407,1.80097087378641,1.22222222222222,71.5,71.4,"M","South East Region","Lower Than A Level","10-20","0-35",1,60,"N","Pass",-154,NA,-154,NA +"377",545962,2.66666666666667,1.5,3.04580152671756,NA,7.04201680672269,2,1,6.27881040892193,5.33333333333333,1.2,1.26666666666667,9.41176470588235,NA,1.48888888888889,1.83928571428571,1.23076923076923,68.8571428571429,72.4,"F","East Anglian Region","HE Qualification","20-30%","35-55",0,90,"N","Pass",-149,NA,-149,NA +"378",546547,2.5,1,3.04545454545455,NA,6.72839506172839,1,NA,7.84563758389262,2.77777777777778,1.125,1.0625,9.40776699029126,NA,1.26666666666667,1.80861244019139,1.55,73,70,"F","Scotland","Lower Than A Level","20-30%","0-35",1,60,"N","Pass",-95,NA,-95,NA +"379",546645,NA,NA,2.06440677966102,NA,2.91082802547771,1.33333333333333,1.375,7.73809523809524,5.76923076923077,1,1.33333333333333,14.5915492957746,NA,1.09090909090909,1.23943661971831,1.15384615384615,78,81,"M","Wales","Lower Than A Level","10-20","0-35",1,60,"N","Pass",-52,NA,-52,NA +"380",547347,4.66666666666667,NA,2.53846153846154,NA,2.59493670886076,NA,2.8,4.90076335877863,1,NA,NA,13.6279069767442,NA,1.38095238095238,1.38461538461538,3.2,72.4285714285714,72.6,"M","London Region","A Level or Equivalent","20-30%","0-35",0,60,"N","Pass",-28,NA,-28,NA +"381",549219,NA,NA,2.60625,NA,4.09243697478992,1,1.26666666666667,8.215,1.5,1,1,12.9883720930233,NA,1.09302325581395,1.5679012345679,1.29166666666667,66.1428571428571,84.6,"M","East Midlands Region","A Level or Equivalent","30-40%","0-35",1,60,"N","Pass",-67,NA,-67,NA +"382",549321,3.55555555555556,2,3.3013698630137,NA,3.63218390804598,1,1,6.49407114624506,2.14285714285714,1,1.13793103448276,10.2857142857143,NA,1.22916666666667,1.62015503875969,1.31818181818182,89.8571428571429,88.2,"M","North Western Region","HE Qualification","60-70%","0-35",0,90,"N","Distinction",-144,NA,-144,NA +"383",549523,NA,NA,3.62244897959184,NA,7.6969696969697,1,2,6.89411764705882,2.8,1,1.5,12.4202898550725,NA,1.75,2.31632653061224,1.2,75,74,"F","Ireland","A Level or Equivalent","0-10%","0-35",2,120,"Y","Fail",-29,NA,-29,NA +"384",549847,4.16666666666667,1.6,2.225,NA,4.21951219512195,1,NA,6.36643026004728,2.4,1.66666666666667,1.25,10.2857142857143,NA,1.37837837837838,1.80971659919028,1.56923076923077,75.2857142857143,79,"M","South East Region","Lower Than A Level","40-50%","0-35",0,90,"N","Pass",-31,NA,-31,NA +"385",550420,2.75,NA,2.39090909090909,NA,3.95789473684211,1.5,1,6.08032128514056,3.08333333333333,1.25,1.15789473684211,8.77941176470588,NA,2.3030303030303,1.98305084745763,1.22727272727273,91.5714285714286,88,"M","North Region","A Level or Equivalent","20-30%","0-35",0,60,"N","Distinction",-52,NA,-52,NA +"386",550703,6.71428571428571,3,3.18260869565217,17.9090909090909,4.71681415929203,1.42857142857143,1,6.59036144578313,4.65,1.46153846153846,1.21621621621622,17.9230769230769,NA,1.1,2.10566037735849,1.53061224489796,93,87.8,"M","South Region","A Level or Equivalent","40-50%","0-35",0,60,"N","Distinction",-134,NA,-134,NA +"387",552173,1.33333333333333,NA,5.79192546583851,NA,3.57837837837838,1,1.77777777777778,8.34099616858238,4,1.5,1.33333333333333,14.6538461538462,NA,1,1.50666666666667,1.38,66.8571428571429,61,"M","Scotland","Lower Than A Level","50-60%","0-35",0,60,"N","Pass",-106,NA,-106,NA +"388",553031,NA,NA,2.52941176470588,NA,4.4375,1,1,7.65277777777778,5.2,1,1.5,14.0701754385965,NA,1.76271186440678,1.54222222222222,1.38461538461538,75.5714285714286,82.6,"M","South Region","A Level or Equivalent","80-90%","35-55",0,60,"N","Pass",-147,NA,-147,NA +"389",553284,NA,NA,2.33333333333333,NA,4.55555555555556,1.66666666666667,1.33333333333333,4.90909090909091,1.54545454545455,1,1,9.08854166666667,NA,1.14285714285714,1.72265625,1.41666666666667,85,92.8,"F","East Midlands Region","Lower Than A Level","90-100%","0-35",0,60,"N","Pass",-137,NA,-137,NA +"390",553813,NA,NA,1.90909090909091,NA,2.87931034482759,NA,NA,10.140350877193,NA,NA,NA,9.45360824742268,NA,1.3,2.41666666666667,1,73.8571428571429,85,"M","West Midlands Region","Lower Than A Level","40-50%","0-35",1,60,"N","Pass",-74,NA,-74,NA +"391",554063,2,2,2.36875,NA,4.15447154471545,1.75,1.66666666666667,5.1525974025974,1,1.66666666666667,1.5,9.67777777777778,NA,1.07692307692308,1.51476793248945,1.2,88.7142857142857,95.2,"M","Wales","A Level or Equivalent","80-90%","0-35",0,180,"Y","Distinction",-23,NA,-23,NA +"392",554525,5,1,2.62025316455696,NA,3.05309734513274,1.16666666666667,NA,8.3859649122807,1.33333333333333,1,1.375,10.7764705882353,NA,1.25,1.90131578947368,1.3,87.7142857142857,69.2,"M","South West Region","A Level or Equivalent","90-100%","35-55",0,60,"N","Pass",-109,NA,-109,NA +"393",555049,1.85714285714286,1,3.19138755980861,10,3.49152542372881,2,1,6.02601156069364,6.2,1,1.4,11.6178861788618,NA,1.09677419354839,1.71641791044776,1.33333333333333,90.2857142857143,87.8,"M","South Region","Lower Than A Level","60-70%","0-35",0,120,"N","Distinction",-142,NA,-142,NA +"394",555827,NA,NA,2.3,NA,2.08695652173913,1.33333333333333,NA,2.86046511627907,NA,1,NA,2.66666666666667,NA,1.15384615384615,1.33333333333333,1,NA,81,"M","Yorkshire Region","Lower Than A Level","10-20","0-35",0,60,"N","Fail",-114,NA,-114,NA +"395",556126,NA,NA,2.57446808510638,NA,4.07843137254902,1,1.71428571428571,8.36551724137931,NA,2.8,NA,13.2258064516129,NA,1.21739130434783,2.22641509433962,1.69230769230769,77.1428571428571,77.2,"M","London Region","A Level or Equivalent","80-90%","35-55",2,60,"Y","Pass",-115,NA,-115,NA +"396",557085,2.8,2,2.34763948497854,1,6.76388888888889,1.33333333333333,1.4,7.14285714285714,2.4,3,1.18181818181818,19.530303030303,NA,1.07407407407407,1.76357827476038,1.41463414634146,100,89.6,"F","Yorkshire Region","Lower Than A Level","20-30%","35-55",0,120,"N","Distinction",-18,NA,-18,NA +"397",557290,NA,NA,3.4468085106383,NA,4.0650406504065,1.25,1.15384615384615,3.59514170040486,1.625,1,1,14.575,NA,1.03703703703704,1.46285714285714,1.05555555555556,80.2857142857143,71.4,"M","South East Region","Lower Than A Level","0-10%","35-55",1,90,"N","Pass",-87,NA,-87,NA +"398",557792,NA,NA,2.21428571428571,NA,4.5,1,NA,4.27272727272727,1.33333333333333,1,NA,1,NA,1.2,2.52631578947368,1.33333333333333,NA,60,"M","South Region","Lower Than A Level","50-60%","0-35",1,60,"N","Withdrawn",-65,38,-65,38 +"399",557830,NA,NA,3.35135135135135,NA,4.74074074074074,1.75,1.16666666666667,4.18181818181818,2.875,1,NA,7.41176470588235,NA,1.43478260869565,1.56410256410256,1.11111111111111,50,86,"M","North Western Region","A Level or Equivalent","40-50%","0-35",0,60,"N","Fail",-17,NA,-17,NA +"400",558044,2.5,1,2.56796116504854,NA,2.91975308641975,1.22222222222222,1.22222222222222,3.68436578171091,2.28571428571429,1.13333333333333,1.11428571428571,6.04651162790698,NA,1.28846153846154,1.37264150943396,1.08,92.2857142857143,93.8,"M","North Region","Lower Than A Level","","0-35",0,90,"N","Distinction",-37,NA,-37,NA +"401",558342,NA,NA,3.20833333333333,NA,4.42105263157895,1,NA,3.45714285714286,5,1,1.5,2.33333333333333,NA,1.375,1.5,1.14285714285714,NA,58,"M","Yorkshire Region","Lower Than A Level","40-50%","0-35",0,120,"N","Fail",-23,NA,-23,NA +"402",558764,NA,NA,2.16352201257862,NA,4.13541666666667,1.4,2.09090909090909,7.09633027522936,2.66666666666667,1,1.57142857142857,11.5301204819277,NA,1.25,1.61538461538462,1.52173913043478,69.8571428571429,84,"M","East Midlands Region","Lower Than A Level","10-20","0-35",0,60,"N","Pass",-10,NA,-10,NA +"403",560047,2.66666666666667,2,2.08571428571429,NA,2.59047619047619,1.5,2,11.7305699481865,2.6,1.5,1.08333333333333,12.075,NA,1.08333333333333,1.5531914893617,1.48148148148148,85.1428571428571,81.6,"M","East Anglian Region","A Level or Equivalent","90-100%","0-35",0,60,"N","Pass",-79,NA,-79,NA +"404",560459,NA,NA,4.58620689655172,NA,3.45652173913043,1,2.42857142857143,6.73684210526316,1,1,1.25,13.125,NA,1.27272727272727,1.6,1.3,55,31,"M","London Region","A Level or Equivalent","30-40%","0-35",1,60,"Y","Withdrawn",-10,12,-10,12 +"405",560645,7,1,3.25870646766169,NA,5.0390625,1.4,1.2,7.10591900311526,3.92307692307692,1.33333333333333,1.05,7.27027027027027,NA,1.22222222222222,1.83011583011583,1.32432432432432,80.1428571428571,86.8,"M","Scotland","HE Qualification","","0-35",0,60,"N","Pass",-113,NA,-113,NA +"406",560765,NA,NA,3.65734265734266,NA,6.16666666666667,1.14285714285714,1.75,5,3.41666666666667,1.33333333333333,1.5,5.1,NA,1.17647058823529,1.71830985915493,1.1,NA,78,"M","East Midlands Region","Lower Than A Level","20-30%","35-55",1,120,"Y","Withdrawn",-25,48,-25,48 +"407",561231,2.8,1,4.72,NA,4.81372549019608,1,1,6.90816326530612,3.2,1.14285714285714,1,14.6338028169014,NA,1.12903225806452,1.87564766839378,1.2258064516129,92.5714285714286,78.6,"F","North Western Region","Lower Than A Level","0-10%","0-35",0,60,"N","Pass",-45,NA,-45,NA +"408",562064,1,NA,1.33333333333333,NA,4,NA,1,4.37086092715232,NA,1,NA,9.58666666666667,NA,1.0625,1.76344086021505,1.3,75.7142857142857,61.6666666666667,"F","North Western Region","A Level or Equivalent","50-60%","0-35",1,120,"N","Pass",-22,NA,-22,NA +"409",562754,NA,NA,2.20909090909091,NA,3.55434782608696,1.33333333333333,2,3.95454545454545,3.2,1,NA,11.9642857142857,NA,1.05,1.36842105263158,1.2,76.1428571428571,61.2,"M","East Anglian Region","A Level or Equivalent","60-70%","0-35",0,150,"N","Pass",-153,NA,-153,NA +"410",562990,NA,NA,1.875,NA,3.16216216216216,1,NA,5.05309734513274,3.66666666666667,NA,NA,10.2535211267606,NA,1.5,1.62857142857143,1.66666666666667,68.5714285714286,58.75,"M","East Anglian Region","A Level or Equivalent","30-40%","0-35",0,150,"N","Pass",-155,NA,-155,NA +"411",563108,NA,1,2.22222222222222,NA,2.38888888888889,1.125,NA,4.45360824742268,1.5,1,NA,11.7083333333333,NA,1.4,1.49397590361446,1.53846153846154,76.1428571428571,86,"F","East Anglian Region","Lower Than A Level","60-70%","35-55",0,60,"N","Pass",-53,NA,-53,NA +"412",563414,2.75,1,2.13939393939394,NA,4.83928571428571,1.375,1.36170212765957,5.54838709677419,2.69565217391304,1.14285714285714,1.15,10.3193277310924,NA,1.10810810810811,1.5551724137931,1.26315789473684,85,81.2,"M","East Midlands Region","Lower Than A Level","90-100%","0-35",0,60,"N","Pass",-115,NA,-115,NA +"413",564243,2.5,1,3.06024096385542,2.72727272727273,2.78313253012048,1.33333333333333,1.57142857142857,8.0446735395189,2.77777777777778,1.28571428571429,1.14285714285714,10.1623376623377,NA,1.27777777777778,1.56716417910448,1.16666666666667,83,81.2,"M","North Western Region","Lower Than A Level","50-60%","0-35",0,90,"N","Pass",-7,NA,-7,NA +"414",564617,5,NA,3.15384615384615,NA,7.76153846153846,1.66666666666667,2.33333333333333,7.79784366576819,3.24,1.28571428571429,1.18181818181818,10.6,NA,1.41666666666667,1.95471698113208,1.28571428571429,71.1428571428571,73.4,"F","East Anglian Region","Lower Than A Level","20-30%","35-55",0,60,"N","Fail",-7,NA,-7,NA +"415",564770,NA,NA,3.5,NA,4,NA,NA,10.5333333333333,NA,NA,NA,1,NA,1.15384615384615,2,1,NA,81,"M","South West Region","Lower Than A Level","70-80%","0-35",2,90,"N","Fail",-115,NA,-115,NA +"416",564821,NA,NA,3.01694915254237,NA,3.06521739130435,1,1,2.25,NA,NA,NA,14.4166666666667,NA,1.10526315789474,1.46875,1,76.5,48,"M","North Region","Lower Than A Level","0-10%","0-35",1,60,"N","Withdrawn",-148,157,-148,157 +"417",564933,NA,NA,3.38095238095238,NA,3.50980392156863,2,1.5,6.5,1.8,1.33333333333333,NA,10.6875,NA,1.13333333333333,1.54205607476636,1.09090909090909,90.8571428571429,91.2,"M","East Anglian Region","A Level or Equivalent","30-40%","35-55",0,60,"N","Distinction",-70,NA,-70,NA +"418",565017,4.83333333333333,1,3.09737827715356,NA,4.70949720670391,1.77777777777778,2,8.80060422960725,10.2142857142857,1.75,1.4375,8.82291666666667,NA,1.36363636363636,2.31391585760518,1.93877551020408,81,74.8,"M","South Region","Lower Than A Level","80-90%","35-55",0,60,"N","Pass",-51,NA,-51,NA +"419",566823,NA,NA,2.35294117647059,NA,4.15384615384615,NA,NA,9,NA,NA,NA,14.5,NA,1,1.28571428571429,1,84,72,"M","London Region","A Level or Equivalent","10-20","0-35",1,60,"N","Fail",-140,NA,-140,NA +"420",568987,NA,NA,3.03225806451613,NA,4,1,NA,4.375,NA,NA,NA,NA,NA,1.17647058823529,1.93023255813953,4,NA,74.3333333333333,"F","South Region","A Level or Equivalent","10-20","0-35",1,90,"N","Fail",-150,NA,-150,NA +"421",568998,NA,NA,1.9047619047619,NA,3.07692307692308,1,NA,6.65217391304348,NA,1,NA,NA,NA,1.11111111111111,1.39130434782609,1,NA,66,"M","South Region","A Level or Equivalent","50-60%","0-35",1,60,"Y","Withdrawn",-134,114,-134,114 +"422",569034,3.55555555555556,1,3.1037037037037,NA,7.73480662983425,1.5,1.33333333333333,7.55772994129159,3.78787878787879,1.69230769230769,1.06060606060606,9.34545454545455,NA,1.7536231884058,2.16624040920716,1.27397260273973,76.5714285714286,83.2,"F","North Western Region","Lower Than A Level","80-90%","35-55",0,60,"N","Pass",-49,NA,-49,NA +"423",569080,3,4,2.96111111111111,NA,4.11347517730496,1.25,1,6.2532981530343,2.7,1.11111111111111,1.22222222222222,6.51724137931035,NA,1.37037037037037,1.92763157894737,1.48648648648649,90.2857142857143,81.6,"M","London Region","A Level or Equivalent","10-20","35-55",0,90,"N","Pass",-137,NA,-137,NA +"424",569108,3,NA,2.94623655913978,NA,4.03973509933775,1.25,1.25,5.95203836930456,4.91666666666667,1.66666666666667,1.125,8.44444444444444,NA,1.09302325581395,1.75182481751825,1.5,93.4285714285714,88,"M","South East Region","A Level or Equivalent","70-80%","0-35",0,90,"Y","Distinction",-23,NA,-23,NA +"425",569876,6.25,2,2.53807106598985,NA,4.04819277108434,1.75,1.44444444444444,7.12994350282486,3.45,2.16666666666667,1.10714285714286,15.1196581196581,NA,1.22033898305085,1.87548638132296,1.10416666666667,93,77.8,"M","North Region","HE Qualification","","0-35",0,90,"N","Pass",-18,NA,-18,NA +"426",570004,NA,NA,2.5531914893617,NA,2.48936170212766,NA,NA,2.29166666666667,NA,NA,NA,10,NA,1.63461538461538,1.43548387096774,1,74.75,69.3333333333333,"M","East Anglian Region","Lower Than A Level","80-90%","0-35",1,60,"Y","Fail",-106,NA,-106,NA +"427",570213,2,1,2.28813559322034,NA,2.28846153846154,1,NA,8.79411764705882,2.75,1,1.3125,9.89189189189189,NA,1.4,1.59602649006623,1.29411764705882,66.5714285714286,53.6,"M","South Region","A Level or Equivalent","70-80%","35-55",1,60,"N","Fail",-28,NA,-28,NA +"428",570280,NA,NA,NA,NA,2.33333333333333,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,51,58.75,"M","Ireland","A Level or Equivalent","90-100%","0-35",1,120,"N","Fail",-29,NA,-29,NA +"429",570689,NA,NA,5.3,NA,3,NA,3,1.21428571428571,NA,NA,NA,7.83333333333333,NA,1.19354838709677,2.05882352941176,NA,67,72.6666666666667,"M","East Midlands Region","A Level or Equivalent","90-100%","0-35",1,60,"N","Fail",-113,NA,-113,NA +"430",571074,3.22222222222222,1,3.03061224489796,NA,5.61855670103093,1.2,1.45454545454545,6.76487252124646,2.86666666666667,1.375,1.19047619047619,6.50340136054422,NA,1.72972972972973,1.73046875,1.21951219512195,84.2857142857143,90.4,"F","South East Region","A Level or Equivalent","90-100%","35-55",0,120,"N","Distinction",-31,NA,-31,NA +"431",571950,NA,NA,2.17142857142857,NA,2.91304347826087,1,NA,5.11111111111111,4.4,NA,NA,10.25,NA,1.1,1.5,1,NA,64,"M","North Western Region","No Formal quals","0-10%","35-55",0,270,"N","Withdrawn",-92,38,-92,38 +"432",572071,NA,NA,5.38461538461539,NA,5.66666666666667,1,NA,3,NA,1,NA,NA,NA,1.25,1.4375,1,NA,78,"M","East Midlands Region","Lower Than A Level","70-80%","0-35",1,60,"N","Fail",-102,NA,-102,NA +"433",572074,NA,NA,7.39130434782609,1,2.58823529411765,1,1.83333333333333,6.07954545454545,1,1,NA,36.0652173913044,NA,1.58823529411765,2.91071428571429,3,78.8571428571429,56.25,"F","South West Region","A Level or Equivalent","20-30%","0-35",0,60,"N","Pass",-101,NA,-101,NA +"434",572213,NA,NA,3.24271844660194,NA,3.90588235294118,1.5,1.75,6.13903743315508,5.75,1,1.5,13.4390243902439,NA,1.04761904761905,1.63963963963964,1.13333333333333,78.7142857142857,85,"F","East Anglian Region","HE Qualification","90-100%","0-35",1,60,"N","Distinction",-124,NA,-124,NA +"435",572265,NA,NA,2,NA,1.83333333333333,1,NA,3.7,NA,NA,NA,NA,NA,1.16666666666667,1.5625,NA,NA,50,"M","London Region","A Level or Equivalent","30-40%","0-35",1,90,"N","Fail",-46,NA,-46,NA +"436",573007,NA,NA,2.22222222222222,NA,4.1,NA,NA,2.63157894736842,NA,NA,NA,NA,NA,3,1.89655172413793,NA,NA,72,"M","Ireland","Lower Than A Level","70-80%","0-35",1,90,"N","Withdrawn",-87,156,-87,156 +"437",573583,NA,NA,2.64285714285714,NA,5.36,1,NA,7.4421768707483,1,NA,NA,13.1666666666667,NA,1.44,1.6013986013986,1.2,81.2857142857143,68.2,"M","Scotland","Lower Than A Level","30-40%","0-35",0,60,"N","Pass",-24,NA,-24,NA +"438",573697,NA,NA,2.91666666666667,NA,2.77083333333333,1,NA,2.58823529411765,1,NA,NA,2.33333333333333,NA,NA,1.37931034482759,NA,81,88,"F","South Region","HE Qualification","70-80%","0-35",1,60,"N","Withdrawn",-71,11,-71,11 +"439",574527,2.75,1,2.21182266009852,NA,3.11111111111111,2.25,1.66666666666667,7.42116182572614,1.46428571428571,1,1.225,12.7777777777778,NA,1.33333333333333,1.56756756756757,1.18421052631579,56.7142857142857,60.2,"M","London Region","Lower Than A Level","20-30%","0-35",0,60,"Y","Fail",-80,NA,-80,NA +"440",574695,NA,NA,3.18181818181818,NA,4.42857142857143,1.33333333333333,NA,10.4583333333333,1,1,NA,18,NA,3.25,2.89285714285714,1.16666666666667,NA,62,"M","Scotland","Lower Than A Level","90-100%","35-55",1,120,"N","Withdrawn",-147,43,-147,43 +"441",575069,1.66666666666667,2,1.91954022988506,NA,3.51162790697674,1,1.66666666666667,5.94222222222222,2,1,1.6,11.9577464788732,NA,1.75510204081633,1.68181818181818,1.52941176470588,68.1428571428571,73.2,"M","East Anglian Region","Lower Than A Level","50-60%","0-35",0,180,"N","Pass",-53,NA,-53,NA +"442",575112,NA,NA,2.74137931034483,NA,4.56470588235294,1,1,11.2,4.5,NA,NA,12.9268292682927,NA,1.11764705882353,1.63057324840764,1.5,82.8571428571429,84.6,"M","Yorkshire Region","A Level or Equivalent","60-70%","0-35",0,60,"N","Pass",-74,NA,-74,NA +"443",575302,3,3,2.70945945945946,1,6.61702127659574,1.33333333333333,1,7.96264367816092,2.94444444444444,1.1,1.0952380952381,9.58571428571429,NA,1.07692307692308,2.23870967741935,1.18181818181818,93.2857142857143,84.2,"M","North Region","Lower Than A Level","20-30%","35-55",0,90,"N","Pass",-85,NA,-85,NA +"444",575685,NA,NA,2.65384615384615,2,3.1,1.25,NA,1.63333333333333,1.33333333333333,NA,NA,NA,NA,1.78571428571429,1.29032258064516,2,NA,38.3333333333333,"M","London Region","A Level or Equivalent","10-20","0-35",1,60,"N","Fail",-147,NA,-147,NA +"445",575710,NA,NA,4.40740740740741,NA,4.375,1.2,1,4.66666666666667,4,NA,NA,14.1764705882353,NA,1.8,1.4,1,58,NA,"M","North Western Region","HE Qualification","0-10%","0-35",0,120,"N","Withdrawn",-29,11,-29,11 +"446",577032,NA,NA,2.30769230769231,NA,2.84722222222222,1.4,2,3.7375,1,1,1.5,6.35714285714286,NA,1,1.40579710144928,1,90,69.75,"M","South East Region","Lower Than A Level","50-60%","0-35",0,60,"Y","Fail",-109,NA,-109,NA +"447",577429,NA,2,3.02816901408451,NA,6.34883720930233,1,3,9.20168067226891,9.92307692307692,1.25,1.57142857142857,11.7586206896552,NA,1.19047619047619,3.01438848920863,1.0625,81.5,88,"M","Scotland","HE Qualification","80-90%","35-55",0,180,"N","Fail",-115,NA,-115,NA +"448",577533,1,NA,2.54901960784314,NA,3.49122807017544,NA,1.66666666666667,4.29213483146067,1.5,1,NA,11.5454545454545,NA,1.07692307692308,1.67164179104478,1.33333333333333,75.5714285714286,79,"M","East Midlands Region","A Level or Equivalent","30-40%","0-35",1,90,"N","Pass",-128,NA,-128,NA +"449",578152,NA,NA,1.82608695652174,NA,3.41964285714286,1,NA,4.05090909090909,NA,1,1,9.08433734939759,NA,1.11538461538462,1.47282608695652,1.31818181818182,85.4,69,"M","Wales","Lower Than A Level","90-100%","0-35",1,60,"N","Pass",-147,NA,-147,NA +"450",578495,NA,NA,3,NA,2.6,1,NA,2.96428571428571,NA,1,NA,NA,NA,1.14285714285714,1.32258064516129,1,NA,74,"M","South East Region","HE Qualification","60-70%","0-35",0,60,"N","Withdrawn",-14,79,-14,79 +"451",578847,NA,NA,3.34020618556701,NA,3.55421686746988,1.75,1.5,4.82743362831858,5.14285714285714,1.25,1.25,19.8701298701299,NA,1.50819672131148,1.81679389312977,1.1875,83.1428571428571,84.8,"M","Ireland","A Level or Equivalent","90-100%","0-35",0,60,"Y","Distinction",-95,NA,-95,NA +"452",579221,NA,NA,4.57777777777778,NA,2.10714285714286,1.25,1,8.04255319148936,4.57142857142857,2,1.5,9.8421052631579,NA,1.375,1.83673469387755,1,91,97,"F","Scotland","Lower Than A Level","30-40%","0-35",0,60,"Y","Withdrawn",-101,170,-101,170 +"453",579660,NA,NA,1.74193548387097,NA,3,1.33333333333333,1.16666666666667,3.22151898734177,7,1,1.5,17.2295081967213,NA,1.09090909090909,1.30081300813008,1.375,83.8571428571429,84.2,"M","London Region","Lower Than A Level","70-80%","0-35",0,60,"N","Pass",-41,NA,-41,NA +"454",579686,3,3,2.78723404255319,NA,3.44047619047619,1,NA,6.22344322344322,1.5,1.5,1,14.675,NA,1.3,1.42675159235669,1.10526315789474,73.7142857142857,75,"M","Wales","A Level or Equivalent","40-50%","0-35",0,90,"N","Pass",-85,NA,-85,NA +"455",580459,4,2,2.13636363636364,NA,4.39583333333333,1.16666666666667,1.5,5.5794701986755,1.52380952380952,1,1.07692307692308,6.75,NA,1.25806451612903,1.57978723404255,1.11111111111111,87,80.4,"M","North Region","A Level or Equivalent","50-60%","0-35",0,60,"N","Pass",-135,NA,-135,NA +"456",580834,5.07142857142857,2.5,3.51071428571429,10.4285714285714,6.69182389937107,1.33333333333333,1,8.89213483146067,2.47619047619048,1,1.12820512820513,7.95575221238938,NA,1.48936170212766,2.13245033112583,1.25806451612903,92.7142857142857,89.2,"M","East Anglian Region","Lower Than A Level","50-60%","35-55",0,60,"N","Distinction",-123,NA,-123,NA +"457",580845,1,NA,2.20454545454545,NA,3.65263157894737,1,6,5.40723981900453,3.33333333333333,1,1,9.91011235955056,NA,1.09090909090909,1.82775119617225,1.05882352941176,82.4285714285714,78.8,"M","Scotland","HE Qualification","30-40%","0-35",0,120,"N","Pass",-115,NA,-115,NA +"458",580926,NA,NA,1.2,NA,3.58333333333333,NA,NA,3.95918367346939,1,1,NA,1,NA,1.08333333333333,1.46666666666667,2,NA,52.6666666666667,"M","North Western Region","Lower Than A Level","30-40%","0-35",2,120,"Y","Fail",-25,NA,-25,NA +"459",581219,NA,NA,1.5,NA,4.46153846153846,NA,NA,7.89285714285714,NA,NA,NA,6.33333333333333,NA,1,1.5625,1,NA,46,"M","North Western Region","Lower Than A Level","80-90%","0-35",1,60,"N","Fail",-65,NA,-65,NA +"460",581253,5.14285714285714,1,1.69705882352941,NA,4.32919254658385,1,2,7.84415584415584,1.95454545454545,1,1.33333333333333,6.92021276595745,NA,1.18518518518519,1.24584717607973,1.07142857142857,61.7142857142857,47.6,"M","West Midlands Region","Lower Than A Level","50-60%","35-55",1,120,"N","Pass",-38,NA,-38,NA +"461",581659,2.84615384615385,2,2.88421052631579,NA,9.11016949152542,1.6,2,6.34351145038168,1.92307692307692,1.14285714285714,1.10869565217391,5.43478260869565,NA,1.21621621621622,2.14864864864865,1.32432432432432,93.7142857142857,85.6,"F","South Region","Lower Than A Level","10-20","0-35",0,60,"N","Distinction",-155,NA,-155,NA +"462",581779,NA,NA,2.05882352941176,NA,2.70786516853933,1.5,NA,6.55752212389381,2,1.5,NA,9.41111111111111,NA,2.28571428571429,1.76536312849162,1.35714285714286,80,79.4,"F","Scotland","A Level or Equivalent","40-50%","0-35",0,60,"N","Pass",-115,NA,-115,NA +"463",582034,NA,NA,2.6551724137931,NA,3.25925925925926,1.5,NA,7.48235294117647,6.77777777777778,NA,1.16666666666667,11.7272727272727,NA,1.64285714285714,1.73529411764706,2.11111111111111,57,63,"M","Yorkshire Region","Lower Than A Level","60-70%","0-35",0,60,"N","Withdrawn",-23,135,-23,135 +"464",582117,6,NA,2.19858156028369,NA,2.09333333333333,1,NA,4.46428571428571,1.85714285714286,1,1.5,14.0576923076923,NA,1.2,1.40540540540541,1.07692307692308,80.2857142857143,83.8,"M","South West Region","Lower Than A Level","30-40%","0-35",0,60,"N","Pass",-32,NA,-32,NA +"465",582266,NA,NA,1.69565217391304,NA,3.94285714285714,1,NA,4.64444444444444,4,1,1.5,10.1875,NA,1.28571428571429,2.01515151515152,1,46,30.5,"M","South West Region","Lower Than A Level","30-40%","0-35",0,150,"N","Fail",-135,NA,-135,NA +"466",582332,4,NA,2.61616161616162,6.5,4.28333333333333,1,1,8.77672955974843,2.9,1.27272727272727,1.19047619047619,5.79761904761905,NA,1.4,1.47641509433962,1.2,97.7142857142857,92.6,"M","Scotland","Post Graduate Qualification","60-70%","35-55",0,60,"N","Distinction",-50,NA,-50,NA +"467",582530,NA,NA,2.59090909090909,NA,6.42857142857143,2,NA,1.42857142857143,NA,NA,NA,NA,NA,1.33333333333333,2.71428571428571,1.125,NA,63,"M","North Western Region","HE Qualification","0-10%","35-55",1,150,"N","Fail",-107,NA,-107,NA +"468",582653,NA,NA,1.32352941176471,NA,2.39583333333333,1,1,4.18918918918919,1,NA,1.5,9.1063829787234,NA,1.11764705882353,1.58510638297872,1.14285714285714,86,78.2,"M","South Region","A Level or Equivalent","30-40%","0-35",0,60,"N","Pass",-78,NA,-78,NA +"469",582670,NA,NA,2.41666666666667,NA,3.2962962962963,1.33333333333333,1.25,3.97826086956522,1.83333333333333,1,NA,13.25,NA,1.11764705882353,2.49230769230769,1,57.7142857142857,NA,"M","South Region","Lower Than A Level","90-100%","35-55",0,60,"Y","Fail",-129,NA,-129,NA +"470",583056,NA,NA,2.23936170212766,NA,5.16049382716049,NA,NA,2.6046511627907,NA,NA,NA,15.1372549019608,NA,1.92857142857143,2.58571428571429,1,57.1428571428571,48.75,"M","Ireland","A Level or Equivalent","60-70%","0-35",1,60,"N","Fail",-35,NA,-35,NA +"471",583318,NA,NA,2.48,NA,3.38775510204082,1,1.25,3.22077922077922,1,2,NA,11.8571428571429,NA,1.4,1.65079365079365,1.375,73,70.6,"M","South Region","A Level or Equivalent","40-50%","0-35",0,90,"Y","Pass",-153,NA,-153,NA +"472",583487,3.66666666666667,1,6.77753464624362,NA,16.5,1.55555555555556,1.28571428571429,9.48797250859107,2.24137931034483,1,1.25,8.32978723404255,NA,1.25641025641026,2.47816091954023,1.43333333333333,85.1428571428571,80.6,"M","Scotland","Lower Than A Level","90-100%","35-55",0,60,"N","Pass",-92,NA,-92,NA +"473",584210,NA,NA,9,NA,2,1,NA,5.8,NA,NA,1.5,1.66666666666667,NA,1,1,NA,NA,70,"M","South West Region","Lower Than A Level","70-80%","0-35",1,60,"N","Withdrawn",-66,12,-66,12 +"474",584515,NA,NA,4.16296296296296,NA,8.19117647058824,2.33333333333333,1,5.89147286821705,2.43478260869565,1,1.44444444444444,10.4594594594595,NA,1.21428571428571,2.19333333333333,1.5,75.5714285714286,85.8,"F","Yorkshire Region","A Level or Equivalent","0-10%","0-35",0,60,"N","Pass",-135,NA,-135,NA +"475",584673,NA,NA,1.9873417721519,NA,4.36734693877551,1,NA,7.05645161290323,4,NA,1.5,6.42857142857143,NA,1.13636363636364,2.10309278350515,1,NA,69,"M","London Region","A Level or Equivalent","10-20","0-35",1,90,"N","Fail",-18,NA,-18,NA +"476",585224,2.14285714285714,1,1.86428571428571,NA,2.59459459459459,1,1,7.69888475836431,3.42857142857143,1.08333333333333,1.09677419354839,8.43956043956044,NA,1.37142857142857,1.68783068783069,1.38095238095238,60.1428571428571,68.8,"M","Wales","Lower Than A Level","50-60%","0-35",1,60,"N","Pass",-44,NA,-44,NA +"477",585261,3.66666666666667,1.5,3.71125265392781,NA,6.39375,1,4,7.39935064935065,3.5,1,1.30769230769231,8.40540540540541,NA,1.1,2.16990291262136,1.14285714285714,81.4285714285714,91.25,"M","North Western Region","HE Qualification","20-30%","35-55",0,60,"N","Pass",-32,NA,-32,NA +"478",585284,NA,NA,2.44117647058824,NA,2.79775280898876,1.66666666666667,NA,5.58282208588957,2,1,1,13.5535714285714,NA,1.41176470588235,1.58709677419355,1.70588235294118,84.5714285714286,79.8,"M","Yorkshire Region","Lower Than A Level","0-10%","0-35",0,120,"N","Pass",-128,NA,-128,NA +"479",585503,7.09090909090909,1.66666666666667,3.71627906976744,1,2.84967320261438,2.33333333333333,1.07692307692308,9.75633528265107,3.94736842105263,1.3125,1.15384615384615,5.32608695652174,NA,1.10810810810811,1.4203821656051,1.09756097560976,97.1428571428571,88.8,"M","North Region","HE Qualification","","35-55",0,120,"N","Distinction",-24,NA,-24,NA +"480",585572,NA,NA,2.42777777777778,NA,4.81818181818182,1,1.15384615384615,4.83870967741935,5.75,1,1.42857142857143,12.9787234042553,NA,1.23076923076923,1.72033898305085,1.45454545454545,76.6,75.5,"M","East Midlands Region","Lower Than A Level","0-10%","0-35",0,120,"N","Fail",-17,NA,-17,NA +"481",585724,NA,NA,5,NA,2.4,NA,NA,4,NA,NA,NA,NA,NA,NA,1,NA,92.5,64,"M","Yorkshire Region","Lower Than A Level","0-10%","35-55",1,90,"N","Fail",-98,NA,-98,NA +"482",585825,NA,NA,2.26865671641791,NA,5.25,1.33333333333333,3,5.86131386861314,NA,1.33333333333333,NA,12.5483870967742,NA,1.51282051282051,1.82828282828283,1,89.5,84.3333333333333,"M","Wales","Lower Than A Level","80-90%","0-35",1,60,"N","Withdrawn",-14,136,-14,136 +"483",585958,7.71428571428571,2,3.03225806451613,NA,2.22429906542056,1,NA,7.51052631578947,2,1,1.20833333333333,6.66129032258065,NA,1.0625,1.65740740740741,1.1,95.2857142857143,81.6,"M","South West Region","Lower Than A Level","90-100%","0-35",0,90,"Y","Pass",-32,NA,-32,NA +"484",586811,NA,NA,6.33333333333333,NA,2.88888888888889,1,NA,5.66666666666667,NA,1,NA,1,NA,1.33333333333333,1.5,NA,NA,54,"M","South Region","A Level or Equivalent","90-100%","0-35",1,60,"N","Fail",-52,NA,-52,NA +"485",586906,1,NA,4.96875,3,3.26373626373626,1.66666666666667,NA,5.87916666666667,4.33333333333333,1.5,1.5,7.5,NA,1.44,1.57803468208092,1.4375,79.8571428571429,83,"M","Scotland","HE Qualification","30-40%","0-35",2,60,"Y","Pass",-100,NA,-100,NA +"486",587509,NA,NA,3.25714285714286,NA,4.81578947368421,1.25,1.33333333333333,2.41509433962264,NA,1,NA,16,NA,1.8,1.61702127659574,1,68,74,"M","East Midlands Region","A Level or Equivalent","80-90%","0-35",0,150,"N","Fail",-23,NA,-23,NA +"487",587571,7.3,2.5,3.83625730994152,2,4.75984251968504,1.375,1.625,8.26110124333925,6.35555555555556,1.22222222222222,1.14893617021277,7.86407766990291,NA,1.11111111111111,1.83682008368201,1.21276595744681,89.5714285714286,90.8,"M","London Region","A Level or Equivalent","0-10%","35-55",0,60,"N","Distinction",-65,NA,-65,NA +"488",587654,NA,NA,3.53846153846154,NA,5.42857142857143,1,NA,9.75609756097561,3.25,NA,1.5,11.2941176470588,NA,1.33333333333333,1.59259259259259,1.2,NA,75,"M","South Region","A Level or Equivalent","80-90%","35-55",0,60,"N","Withdrawn",-95,81,-95,81 +"489",587706,NA,NA,2.25,NA,5.05263157894737,1.5,NA,5.4390243902439,5.5,1,NA,5.25,NA,1.66666666666667,1.93103448275862,1.33333333333333,NA,65,"M","Scotland","HE Qualification","10-20","0-35",0,60,"N","Fail",-72,NA,-72,NA +"490",588128,NA,NA,2.82352941176471,NA,3.88679245283019,1,NA,4.68354430379747,NA,NA,1,12.3448275862069,NA,1.19230769230769,1.7047619047619,1.25,67.1428571428571,70.8,"M","East Anglian Region","A Level or Equivalent","10-20","0-35",1,90,"N","Pass",-46,NA,-46,NA +"491",588628,5.63636363636364,5,4.11753371868979,NA,5.38157894736842,1.16666666666667,1.21428571428571,5.94736842105263,2.55555555555556,1,1.21153846153846,8.12903225806452,NA,1.13157894736842,1.5859872611465,1.2972972972973,83.8571428571429,80,"M","South West Region","A Level or Equivalent","60-70%","55<=",0,60,"N","Pass",-44,NA,-44,NA +"492",589080,4,2.5,2.51904761904762,27.7142857142857,5.67088607594937,1,1.21428571428571,8.09779951100244,1.92,1.08333333333333,1.21428571428571,8.72631578947368,NA,1.24242424242424,1.87132352941176,1.2089552238806,90.1428571428571,89.6,"M","North Region","HE Qualification","","0-35",0,60,"N","Distinction",-32,NA,-32,NA +"493",589162,2.5,1,1.88888888888889,NA,3.76612903225806,1.4,1.25,6.61395348837209,2.3,1.4,1.15789473684211,8.67619047619048,NA,1.34285714285714,1.46987951807229,1.16,87.8571428571429,84.8,"M","London Region","A Level or Equivalent","0-10%","0-35",0,60,"N","Pass",-32,NA,-32,NA +"494",589332,2.2,NA,3.51717557251908,NA,6.16352201257862,1.71428571428571,1.46153846153846,4.48376623376623,2.23076923076923,1.16666666666667,1.13636363636364,8.6283185840708,NA,1.45070422535211,1.78114478114478,1.03030303030303,78.4285714285714,81.8,"F","Scotland","A Level or Equivalent","40-50%","35-55",0,90,"N","Pass",-114,NA,-114,NA +"495",589389,NA,NA,2.2,NA,2.62068965517241,1,1.5,1.6,NA,NA,NA,13.1346153846154,NA,1.2280701754386,1.69736842105263,NA,68,73,"M","South West Region","Lower Than A Level","40-50%","0-35",0,90,"N","Pass",-115,NA,-115,NA +"496",589441,NA,NA,3.28571428571429,NA,2.80952380952381,NA,1,6.18032786885246,1,NA,NA,NA,NA,1.11111111111111,1.71153846153846,1.5,NA,56,"M","South Region","Lower Than A Level","70-80%","0-35",1,90,"N","Withdrawn",-93,104,-93,104 +"497",589798,NA,NA,NA,NA,2,NA,NA,5,NA,NA,NA,NA,NA,1.25,1.5,NA,NA,84,"M","East Anglian Region","Lower Than A Level","30-40%","0-35",1,210,"N","Withdrawn",-80,12,-80,12 +"498",589828,NA,NA,1.77777777777778,NA,3.4,1,4.5,3.76859504132231,NA,1,NA,9.58208955223881,NA,1.09090909090909,1.29850746268657,1.6,72.4285714285714,50,"M","East Anglian Region","Lower Than A Level","60-70%","0-35",1,60,"Y","Pass",-24,NA,-24,NA +"499",590120,NA,NA,2.97872340425532,NA,4.2,1.33333333333333,1,7.74766355140187,2.44444444444444,1,1.5,7.81111111111111,NA,1.27272727272727,2.10891089108911,1,85.4285714285714,83.6,"F","Scotland","HE Qualification","40-50%","0-35",0,60,"N","Pass",-114,NA,-114,NA +"500",590462,NA,NA,3.14285714285714,NA,3.51219512195122,1.25,1,2.56666666666667,1.25,1,NA,NA,NA,1.42857142857143,1.55,1.3,NA,94,"M","North Western Region","A Level or Equivalent","0-10%","0-35",1,120,"N","Withdrawn",-153,96,-153,96 +"501",590818,NA,NA,2,NA,2.6875,NA,1.5,3.36170212765957,NA,NA,NA,NA,NA,1.91666666666667,1.79166666666667,1,NA,53,"M","West Midlands Region","A Level or Equivalent","80-90%","0-35",0,60,"N","Fail",-7,NA,-7,NA +"502",591525,2.33333333333333,NA,2.86187845303867,NA,4.05494505494505,2.33333333333333,3,2.49173553719008,2.72727272727273,1.33333333333333,2,9.92941176470588,NA,1.05555555555556,1.64035087719298,1.38095238095238,77.1428571428571,78.2,"M","South East Region","A Level or Equivalent","70-80%","35-55",0,120,"N","Pass",-67,NA,-67,NA +"503",591581,NA,NA,4.68965517241379,NA,1.97916666666667,1,1,7.98882681564246,2.75,NA,1.5,15.5106382978723,NA,1.53333333333333,1.43617021276596,1,56.4285714285714,58.6,"M","South East Region","Lower Than A Level","10-20","0-35",1,150,"N","Pass",-57,NA,-57,NA +"504",591655,NA,NA,NA,NA,1.4,1,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,66.3333333333333,"M","North Region","Lower Than A Level","70-80%","0-35",1,90,"N","Fail",-38,NA,-38,NA +"505",591746,NA,NA,1.8695652173913,NA,2.70212765957447,2.5,3,6.03061224489796,5.4,1,2,3.83783783783784,NA,1.33333333333333,2.25333333333333,1.44444444444444,84,69.3333333333333,"M","Wales","HE Qualification","90-100%","0-35",0,120,"N","Withdrawn",-64,121,-64,121 +"506",591946,NA,NA,1.69811320754717,NA,3.84905660377358,1.33333333333333,NA,7.21739130434783,4.33333333333333,1,NA,14.3947368421053,NA,1.0625,1.71739130434783,1.5,82.7142857142857,79.4,"M","Wales","A Level or Equivalent","10-20","0-35",1,90,"N","Pass",-155,NA,-155,NA +"507",592218,3.90909090909091,3,3.04,NA,3.31775700934579,1,NA,6.08502024291498,2.66666666666667,1.08333333333333,1.11764705882353,8.56060606060606,NA,1.03448275862069,1.68387096774194,1.13793103448276,82.2857142857143,84,"F","South West Region","A Level or Equivalent","90-100%","35-55",0,60,"N","Pass",-93,NA,-93,NA +"508",592295,NA,NA,1.47058823529412,NA,3.77142857142857,1,NA,5.36024844720497,3,NA,NA,13.3214285714286,NA,1.07142857142857,1.43119266055046,1,85.8571428571429,76.6,"M","South Region","Lower Than A Level","90-100%","0-35",0,60,"Y","Pass",-22,NA,-22,NA +"509",592558,1,NA,2.19753086419753,NA,4.64035087719298,1,1.33333333333333,10.1060070671378,4,2,1.30769230769231,16.8987341772152,NA,1.6,1.93155893536122,1.34615384615385,80.7142857142857,82.8,"M","North Western Region","Lower Than A Level","20-30%","0-35",0,60,"N","Pass",-80,NA,-80,NA +"510",592939,5,NA,2.08,NA,2.88679245283019,1,NA,5.6875,1.66666666666667,NA,1.16666666666667,12.16,NA,1.16,1.58904109589041,2,78.5714285714286,57,"M","Scotland","HE Qualification","0-10%","0-35",2,90,"N","Pass",-56,NA,-56,NA +"511",593136,NA,NA,3.46428571428571,NA,4.30921052631579,1,1,4.81927710843374,2.5,1,NA,10.8518518518519,NA,1.125,1.57541899441341,1.05,78,73.2,"F","West Midlands Region","A Level or Equivalent","50-60%","0-35",0,60,"N","Pass",-94,NA,-94,NA +"512",593563,4.75,4,2.76404494382022,NA,4.2621359223301,1.2,1,7.23115577889447,2.16666666666667,1.66666666666667,1.66666666666667,8.82278481012658,NA,1.25714285714286,1.34042553191489,1.17391304347826,73.2857142857143,87.4,"M","South Region","Lower Than A Level","90-100%","35-55",1,90,"N","Pass",-154,NA,-154,NA +"513",593722,NA,NA,2.390625,NA,4.37179487179487,1,1,7.23557692307692,3.75,1,1.26666666666667,9.82,NA,1.91666666666667,1.81528662420382,1.42857142857143,77.6,72.8,"M","London Region","Lower Than A Level","20-30%","0-35",0,60,"N","Fail",-56,NA,-56,NA +"514",593796,3.11111111111111,NA,2.7463768115942,1,5.44776119402985,1.125,1,10.0704225352113,3.95833333333333,1,1.07407407407407,7.015625,NA,2.46153846153846,2.16269841269841,1.33928571428571,77,86.4,"F","East Anglian Region","Lower Than A Level","40-50%","0-35",0,60,"Y","Distinction",-22,NA,-22,NA +"515",594065,2.66666666666667,4,2.62337662337662,NA,3.47692307692308,1.66666666666667,2,4.6744966442953,2.57142857142857,1,1.05882352941176,7.90277777777778,NA,1.375,1.67149758454106,1.32258064516129,95,89.8,"M","South East Region","A Level or Equivalent","40-50%","0-35",0,60,"N","Distinction",-92,NA,-92,NA +"516",594122,3,1,1.81578947368421,NA,3.41463414634146,1.5,1,5.90573770491803,6,1.33333333333333,1.16666666666667,13.5957446808511,NA,1.1,1.60752688172043,1.60869565217391,78.2857142857143,70.4,"M","North Region","A Level or Equivalent","20-30%","0-35",1,120,"N","Pass",-71,NA,-71,NA +"517",594229,1.625,1.5,2.18604651162791,NA,5.48780487804878,1,NA,7.36607142857143,2.57142857142857,1,1.2,7.89247311827957,NA,1.13793103448276,1.84324324324324,1.31428571428571,79.7142857142857,63.8,"M","South West Region","Lower Than A Level","10-20","35-55",0,60,"N","Pass",-98,NA,-98,NA +"518",594258,1,NA,1.375,NA,3.16129032258065,NA,1,3.07692307692308,1,1,1,11.3888888888889,NA,1.27272727272727,1.6,1.2,64,47.6,"M","North Western Region","Lower Than A Level","0-10%","0-35",1,90,"Y","Fail",-14,NA,-14,NA +"519",594406,NA,NA,2.73770491803279,NA,2.62068965517241,1,NA,7.60655737704918,NA,NA,NA,12.7333333333333,NA,1.25,1.63013698630137,1.61538461538462,74.5,60.5,"M","North Western Region","HE Qualification","0-10%","0-35",1,180,"N","Fail",-5,NA,-5,NA +"520",594615,NA,NA,2.77272727272727,NA,3.2,1,NA,6.33333333333333,NA,NA,NA,3.66666666666667,NA,1,1.69565217391304,1,NA,72,"M","Wales","Lower Than A Level","80-90%","35-55",1,60,"N","Fail",-25,NA,-25,NA +"521",594636,2,NA,2.74285714285714,NA,4.58169934640523,1,1.33333333333333,8.37765957446809,3.18518518518519,1,1.25,10.5762711864407,NA,1.07692307692308,1.86769230769231,1.24528301886792,70,64.8,"M","South Region","Lower Than A Level","60-70%","0-35",1,120,"Y","Pass",-22,NA,-22,NA +"522",595246,NA,NA,1.8,NA,2.44444444444444,NA,NA,5.25,NA,NA,NA,NA,NA,1.02941176470588,1.5,NA,NA,70,"M","North Western Region","Lower Than A Level","20-30%","0-35",1,60,"N","Withdrawn",-46,150,-46,150 +"523",595262,NA,NA,3.09459459459459,NA,2.08080808080808,1.25,NA,4.94964028776978,2,1,1.5,2.96666666666667,NA,1.53333333333333,1.54117647058824,1.2,91,82.6666666666667,"M","West Midlands Region","Lower Than A Level","0-10%","0-35",0,90,"N","Withdrawn",-31,NA,-31,NA +"524",595676,NA,NA,NA,NA,2.6,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,84,63,"M","London Region","Lower Than A Level","10-20","35-55",1,60,"N","Fail",-149,NA,-149,NA +"525",595721,1.5,NA,2.36363636363636,NA,4.56410256410256,1.25,1,3.68075117370892,1.66666666666667,1.66666666666667,NA,14.1666666666667,NA,1.12,1.84285714285714,1.22222222222222,70.4285714285714,91,"M","London Region","Lower Than A Level","50-60%","0-35",0,120,"N","Pass",-150,NA,-150,NA +"526",595943,5.4,1,2.8047619047619,NA,3.92622950819672,1.16666666666667,NA,5.28571428571429,2.80952380952381,1.09090909090909,1.25,9.05714285714286,NA,1.21428571428571,1.49397590361446,1.13157894736842,89.5714285714286,93.2,"M","South Region","A Level or Equivalent","90-100%","0-35",0,60,"N","Pass",-50,NA,-50,NA +"527",596052,NA,NA,3.125,NA,4.14285714285714,1,5,8.5,11.3333333333333,1,1.5,10.8333333333333,NA,1.28571428571429,1.84,1,64,64,"M","South East Region","Lower Than A Level","20-30%","0-35",0,120,"Y","Withdrawn",-25,12,-25,12 +"528",596203,NA,NA,2.31818181818182,NA,4.30434782608696,1.33333333333333,NA,6.35294117647059,1.2,1,2,9.28571428571429,NA,1.01652892561983,1.60606060606061,1.04,64,66,"F","North Region","Lower Than A Level","0-10%","35-55",0,90,"N","Withdrawn",-102,94,-102,94 +"529",596243,4.66666666666667,NA,2.63636363636364,NA,3.25,1,1.5,8.6474358974359,2.72727272727273,1,1.5,23.8307692307692,NA,1.16666666666667,1.984375,1.41176470588235,95,74.2,"M","East Anglian Region","Lower Than A Level","10-20","0-35",1,60,"Y","Pass",-42,NA,-42,NA +"530",596253,NA,NA,1.888,NA,5.75903614457831,1.5,NA,6.16906474820144,3.25,1,1,7.57471264367816,NA,1.13636363636364,1.72988505747126,1.45454545454545,83.8571428571429,79.6,"M","East Anglian Region","Lower Than A Level","70-80%","0-35",0,60,"N","Pass",-29,NA,-29,NA +"531",596464,NA,NA,2.94444444444444,NA,2.25,NA,NA,2.27586206896552,NA,NA,NA,1,NA,1.25,1.08695652173913,NA,NA,74,"M","Scotland","Lower Than A Level","0-10%","0-35",0,90,"N","Withdrawn",-65,164,-65,164 +"532",596758,4.85714285714286,2,1.87068965517241,NA,3.70769230769231,1,1.68181818181818,5.75555555555556,2.875,1.2,1.15789473684211,7.47126436781609,NA,1.125,1.52910052910053,1.34375,90.7142857142857,83.8,"M","East Midlands Region","Lower Than A Level","30-40%","0-35",0,60,"N","Pass",-149,NA,-149,NA +"533",596805,NA,NA,2.25,NA,2.85714285714286,1,NA,2.86666666666667,NA,1,1.5,1,NA,1.2,1.53571428571429,1,NA,76,"M","Scotland","HE Qualification","","0-35",2,60,"N","Withdrawn",-24,114,-24,114 +"534",597740,1,NA,3.20175438596491,NA,3.33333333333333,1.8,NA,5.23841059602649,2.92857142857143,1.25,1,10.2285714285714,NA,1.68852459016393,1.43283582089552,1.30769230769231,83.5714285714286,68.6,"M","South West Region","Lower Than A Level","80-90%","0-35",0,60,"N","Pass",-28,NA,-28,NA +"535",597937,3,1,1.65060240963855,NA,2.77403846153846,1.5,1,4.89770354906054,2.5,1,1.13636363636364,12.1052631578947,NA,1.43589743589744,1.31286549707602,1.33333333333333,62.5714285714286,48,"M","South Region","Lower Than A Level","50-60%","0-35",0,60,"N","Fail",-51,NA,-51,NA +"536",598308,2.83333333333333,NA,3.45454545454545,NA,3.80582524271845,1,NA,7.744,1.25,1,1.28571428571429,13.12,NA,1.04347826086957,2.125,1.4,79.5714285714286,51.4,"M","Ireland","Post Graduate Qualification","","0-35",1,90,"N","Pass",-32,NA,-32,NA +"537",598540,3,1,3.33904761904762,9,5.17261904761905,1,1,7.63111111111111,2.07843137254902,1,1.33333333333333,11.25,NA,1.27272727272727,2.13656387665198,1.14814814814815,88.1428571428571,79.8,"M","North Western Region","Lower Than A Level","80-90%","35-55",0,90,"N","Pass",-153,NA,-153,NA +"538",598559,3,NA,2.2109375,NA,4.41843971631206,1.25,1,6.328,2.5,1,1.375,4.97602739726027,NA,1.36,1.49174917491749,1.20689655172414,91.8571428571429,85.8,"M","Yorkshire Region","A Level or Equivalent","30-40%","0-35",0,60,"Y","Pass",-155,NA,-155,NA +"539",598757,NA,NA,2,NA,7.14285714285714,1,NA,4.5,NA,1,1.5,13.25,NA,2.14285714285714,2.59090909090909,1,76,44,"M","South Region","A Level or Equivalent","90-100%","35-55",1,90,"N","Fail",-14,NA,-14,NA +"540",599297,NA,NA,2.78571428571429,1,3.25,1,NA,1.47058823529412,NA,NA,NA,1,NA,1.2,1.87878787878788,1,NA,61,"M","Yorkshire Region","A Level or Equivalent","10-20","0-35",1,120,"N","Fail",-9,NA,-9,NA +"541",599865,NA,NA,3.3,NA,2.76923076923077,1.4,2,4.66666666666667,2,1,NA,NA,NA,1.5,1.53846153846154,1.5,NA,71,"M","South East Region","A Level or Equivalent","30-40%","35-55",0,60,"N","Fail",-28,NA,-28,NA +"542",600071,NA,NA,2.24712643678161,NA,2.22018348623853,1,1.27272727272727,9.84065934065934,2.03448275862069,1,1.5,8.92063492063492,NA,1.04761904761905,1.26712328767123,1.17857142857143,77.7142857142857,65.6,"M","North Region","Post Graduate Qualification","","35-55",0,60,"N","Pass",-32,NA,-32,NA +"543",600405,NA,NA,3.03225806451613,NA,3,1.33333333333333,NA,3.92125984251969,NA,1,1.5,8.4,NA,1.28571428571429,1.44871794871795,1.2,NA,60,"M","Wales","Lower Than A Level","90-100%","0-35",1,120,"N","Fail",-22,NA,-22,NA +"544",600615,NA,NA,5.5,NA,1.6,1,NA,13,NA,NA,NA,3.66666666666667,NA,NA,1.5,NA,NA,60,"M","South West Region","Lower Than A Level","0-10%","0-35",1,60,"N","Withdrawn",-18,12,-18,12 +"545",600773,NA,NA,2.02631578947368,NA,3.14925373134328,1.5,NA,7.50335570469799,9.88888888888889,NA,1.5,10.5373134328358,NA,1.4,1.63829787234043,1.75,88.5,73,"M","London Region","Lower Than A Level","30-40%","0-35",0,60,"N","Withdrawn",-52,204,-52,204 +"546",600893,NA,NA,4,NA,2.4,NA,NA,2.93548387096774,NA,NA,NA,16.3333333333333,NA,1,1.65384615384615,1,60.2857142857143,57,"F","Yorkshire Region","Lower Than A Level","0-10%","0-35",1,180,"N","Fail",-37,NA,-37,NA +"547",601008,NA,NA,2.31578947368421,NA,6.26829268292683,1,NA,6.51612903225806,2,4,NA,12.59375,NA,1.42857142857143,1.9468085106383,1.6,81.5714285714286,88.4,"M","Wales","Lower Than A Level","50-60%","0-35",1,180,"N","Pass",-21,NA,-21,NA +"548",601180,NA,NA,NA,NA,3.4,1,NA,3,NA,NA,NA,NA,NA,NA,2.5,1,NA,62.5,"M","Scotland","HE Qualification","70-80%","35-55",1,60,"N","Fail",-16,NA,-16,NA +"549",601235,1.85714285714286,1,2.05128205128205,NA,3.168,1,1,6.15140845070423,2,1.33333333333333,1.15384615384615,9.27522935779817,NA,1.15384615384615,1.46666666666667,1.16666666666667,73.8571428571429,73.2,"M","East Anglian Region","Lower Than A Level","80-90%","0-35",0,120,"N","Pass",-28,NA,-28,NA +"550",601271,NA,NA,1.88679245283019,NA,2.9375,1.5,NA,3.23668639053254,2.57142857142857,1,NA,11.359375,NA,1.06451612903226,1.37837837837838,1.13636363636364,67,61.6,"M","South West Region","Lower Than A Level","40-50%","0-35",1,60,"Y","Fail",-137,NA,-137,NA +"551",601680,NA,NA,3,NA,3.02941176470588,1,1,6.64285714285714,2.4,1,2,4.47058823529412,NA,1.3,1.55882352941176,1,92,84,"M","London Region","A Level or Equivalent","0-10%","0-35",0,60,"N","Withdrawn",-25,171,-25,171 +"552",601820,NA,NA,1.56521739130435,NA,3.6875,1,NA,3.04081632653061,NA,NA,1,15.6842105263158,NA,1.08333333333333,1.58695652173913,1,82.4285714285714,83,"M","North Region","HE Qualification","","0-35",0,120,"N","Pass",-2,NA,-2,NA +"553",602594,3.4,1,3.03964757709251,NA,3.28925619834711,1.4,1.10526315789474,5.39208633093525,2.38888888888889,1.5,1.06896551724138,17.9041095890411,NA,1,1.84210526315789,1.21739130434783,74.8571428571429,77.6,"M","South Region","Lower Than A Level","60-70%","0-35",0,60,"N","Pass",-36,NA,-36,NA +"554",603423,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,67,"M","North Region","A Level or Equivalent","0-10%","35-55",1,60,"N","Fail",-147,NA,-147,NA +"555",603648,5.28571428571429,2,2.52857142857143,NA,4.09219858156028,1.5,1.91666666666667,6.98823529411765,2.35294117647059,1.44444444444444,1.35294117647059,11.962962962963,NA,1.10204081632653,2.37777777777778,1.40350877192982,68.5714285714286,76,"M","Scotland","HE Qualification","90-100%","0-35",0,60,"N","Pass",-17,NA,-17,NA +"556",603931,NA,NA,2.91666666666667,NA,2.25,1,1,1,NA,NA,NA,7.33333333333333,NA,NA,2,NA,NA,65,"M","North Region","Lower Than A Level","10-20","0-35",1,60,"N","Withdrawn",-115,110,-115,110 +"557",604142,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,69,"M","West Midlands Region","Lower Than A Level","0-10%","0-35",1,120,"N","Withdrawn",-78,12,-78,12 +"558",604567,3.33333333333333,NA,3.44705882352941,NA,2.5,1,1.25,5.9559748427673,1.92307692307692,1,2,9.72,NA,1.08333333333333,1.53097345132743,1.22222222222222,86.5714285714286,84.2,"M","Scotland","HE Qualification","60-70%","35-55",0,60,"N","Pass",-52,NA,-52,NA +"559",604614,NA,NA,2.50980392156863,NA,4.28813559322034,1.5,NA,8.36904761904762,1.09090909090909,1,NA,14.1875,NA,1.23255813953488,2.58125,1.28571428571429,69.2857142857143,73.2,"M","London Region","A Level or Equivalent","30-40%","0-35",1,120,"N","Pass",-149,NA,-149,NA +"560",604907,NA,NA,2.1,NA,3.44444444444444,2,4,5.5,NA,1,NA,10.0555555555556,NA,1.625,1.59090909090909,1.33333333333333,75,64,"M","North Western Region","Lower Than A Level","20-30%","0-35",0,60,"N","Fail",-32,NA,-32,NA +"561",605180,NA,NA,2.5,NA,3.97674418604651,1,NA,7.82352941176471,1,NA,NA,12.5957446808511,NA,1.27777777777778,1.64634146341463,2.4,72.4285714285714,68.2,"M","North Region","A Level or Equivalent","10-20","0-35",0,60,"N","Pass",-141,NA,-141,NA +"562",605228,NA,NA,5.26923076923077,NA,3.12820512820513,1,NA,2.70967741935484,NA,2,NA,6.79166666666667,NA,3,2.22727272727273,1,24.6666666666667,54.5,"F","London Region","Lower Than A Level","70-80%","0-35",2,120,"N","Fail",-81,NA,-81,NA +"563",605394,2,NA,4,NA,5.04,1,NA,7.12987012987013,NA,1,NA,14.7254901960784,NA,1.4,2.15,1.8,63.2857142857143,44.75,"M","North Western Region","A Level or Equivalent","80-90%","0-35",1,90,"N","Fail",-22,NA,-22,NA +"564",605682,3.77777777777778,2,2.68794326241135,3,3.20754716981132,1.28571428571429,1,5.94019933554817,2.72727272727273,1,1.08823529411765,7.3010752688172,NA,1.03225806451613,1.59116022099448,1.14285714285714,83.5714285714286,81.2,"M","North Region","A Level or Equivalent","70-80%","0-35",0,60,"N","Pass",-58,NA,-58,NA +"565",606257,3.5,1,2.18672199170124,NA,4.17045454545455,1.75,1,6.27649769585253,2.28571428571429,1,1.16666666666667,14.4298245614035,NA,1.06060606060606,1.46,1.31034482758621,95.7142857142857,89.2,"F","North Region","HE Qualification","","0-35",0,120,"N","Pass",-43,NA,-43,NA +"566",606428,NA,NA,3.23076923076923,NA,2.54545454545455,1,1.66666666666667,7.56862745098039,NA,1,1.5,8.66666666666667,NA,1.63636363636364,1.64912280701754,1.28571428571429,89,91,"M","North Region","A Level or Equivalent","10-20","0-35",1,60,"N","Withdrawn",-53,101,-53,101 +"567",606805,NA,NA,3.72727272727273,NA,4.13513513513514,1.5,NA,10.6635514018692,2.14285714285714,NA,1.5,3,NA,1.1,1.54320987654321,1,NA,75,"M","London Region","A Level or Equivalent","40-50%","0-35",1,90,"N","Withdrawn",-80,143,-80,143 +"568",606904,NA,NA,2.61904761904762,NA,3.36,1,NA,3.83561643835616,NA,1,NA,14.875,NA,2.27777777777778,1.53623188405797,1.06666666666667,75.5714285714286,57.6,"F","South Region","A Level or Equivalent","80-90%","0-35",1,90,"N","Fail",-34,NA,-34,NA +"569",607243,2.75,NA,3.92676056338028,16,6.9327731092437,1.16666666666667,1.52941176470588,6.93213572854291,4.14285714285714,1.25,1.13513513513514,12.390243902439,NA,1.34,2.13470319634703,2.03448275862069,90.4285714285714,85,"M","London Region","Lower Than A Level","20-30%","0-35",0,60,"Y","Pass",-56,NA,-56,NA +"570",607303,3,1,4.48333333333333,NA,3.37142857142857,1,1,7.95121951219512,2.62068965517241,1,1.14814814814815,9.2093023255814,NA,1.2,1.56363636363636,1.18181818181818,83.7142857142857,86,"F","West Midlands Region","Lower Than A Level","60-70%","35-55",0,60,"N","Pass",-24,NA,-24,NA +"571",607501,3.2,1,2.9765625,NA,5.39495798319328,1.6,1.33333333333333,8.79359430604982,2.6,1,1.13636363636364,10.2611464968153,NA,1.53333333333333,2.03571428571429,1.57575757575758,84.5714285714286,86.8,"M","London Region","A Level or Equivalent","50-60%","0-35",0,60,"N","Pass",-95,NA,-95,NA +"572",607679,6,1.5,2.28358208955224,NA,5.29347826086957,1.66666666666667,NA,7.15634218289086,2.5,1,1.11111111111111,11,NA,1.43636363636364,1.52380952380952,1.24390243902439,80.1428571428571,81.6,"M","Wales","A Level or Equivalent","10-20","0-35",0,90,"N","Pass",-129,NA,-129,NA +"573",607700,5,NA,2.36842105263158,NA,3.28301886792453,1.4,2,5.08333333333333,3.875,NA,NA,7,NA,1.58333333333333,1.67924528301887,1.4,81.5714285714286,68.2,"M","Ireland","A Level or Equivalent","","35-55",0,90,"N","Pass",-98,NA,-98,NA +"574",607733,NA,NA,2.76470588235294,NA,2.6,1.5,1.5,4.88235294117647,1.5,NA,1.5,11.7272727272727,NA,1.15384615384615,1.32,1,NA,84,"F","London Region","A Level or Equivalent","60-70%","0-35",0,90,"N","Withdrawn",-43,46,-43,46 +"575",607866,NA,NA,3.2,NA,2.69230769230769,NA,NA,5.3728813559322,1,NA,NA,14.4390243902439,NA,1.5,1.54545454545455,NA,67.5714285714286,63,"M","South Region","Lower Than A Level","40-50%","0-35",1,60,"Y","Pass",-80,NA,-80,NA +"576",609142,4.33333333333333,2,3.63404255319149,NA,5.78205128205128,1.5,2.52941176470588,6.79945799457995,5.31428571428571,1.1875,1.12903225806452,5.4551724137931,NA,1.5,1.66778523489933,1.21428571428571,95.8571428571429,93.2,"F","East Anglian Region","A Level or Equivalent","70-80%","35-55",0,60,"N","Distinction",-25,NA,-25,NA +"577",609240,1.4,1,2.44354838709677,NA,3.89565217391304,1.5,3,6.31847133757962,3.33333333333333,1,1.15789473684211,7.546875,NA,1.24137931034483,1.6875,1.29032258064516,89.7142857142857,90.6,"M","West Midlands Region","HE Qualification","30-40%","35-55",0,60,"N","Pass",-121,NA,-121,NA +"578",611603,NA,NA,1.75641025641026,NA,3.5,1,1,5.6219512195122,NA,1,NA,20.5322580645161,NA,1.08333333333333,1.53012048192771,1.22222222222222,94.2857142857143,84.2,"M","West Midlands Region","A Level or Equivalent","0-10%","0-35",0,60,"N","Pass",-22,NA,-22,NA +"579",612842,NA,NA,2.11111111111111,NA,3.32673267326733,1.25,1,6.63120567375887,2,1,NA,10.9826086956522,NA,1.1025641025641,1.70792079207921,1.66666666666667,81.1428571428571,73.2,"F","East Midlands Region","A Level or Equivalent","70-80%","35-55",0,60,"N","Pass",-155,NA,-155,NA +"580",613165,NA,NA,2.5,NA,3.92,2,NA,5.86111111111111,1,2,1,33.4385964912281,NA,1.21052631578947,1.86764705882353,1.5,94.5714285714286,80.8,"F","Yorkshire Region","A Level or Equivalent","20-30%","0-35",0,120,"N","Pass",-21,NA,-21,NA +"581",613330,5.25,1,3.44910179640719,NA,6.53781512605042,1.66666666666667,5,8.36121673003802,4.375,1,1.44444444444444,13.6037735849057,NA,1.46428571428571,2.04504504504505,1.27272727272727,73.1428571428571,89.8,"F","London Region","Lower Than A Level","10-20","35-55",0,60,"N","Pass",-79,NA,-79,NA +"582",613634,1,1,2.72,NA,4.375,1.28571428571429,1.25,5.73883161512027,2.71428571428571,1.28571428571429,1.66666666666667,6.25925925925926,NA,1.21428571428571,1.72413793103448,1.17647058823529,87.1428571428571,75.6,"M","South Region","Lower Than A Level","60-70%","0-35",0,60,"Y","Pass",-67,NA,-67,NA +"583",613899,4.71428571428571,1.5,3.51900584795322,10.5,9.47540983606557,1.88888888888889,1.28571428571429,6.12349914236707,2.10526315789474,1.09090909090909,1.08571428571429,7.16037735849057,NA,1.38095238095238,2.05543710021322,1.50704225352113,94.7142857142857,91.4,"M","North Region","Lower Than A Level","","35-55",0,120,"N","Distinction",-144,NA,-144,NA +"584",613966,NA,NA,2.51851851851852,NA,6.33333333333333,2.5,1.5,7.51376146788991,4.08695652173913,1,1.5,7.02857142857143,NA,1.29411764705882,2.13445378151261,1.28125,94,79,"M","Scotland","A Level or Equivalent","20-30%","0-35",0,60,"N","Fail",-22,NA,-22,NA +"585",614059,3.5,1,2.04210526315789,NA,3.72972972972973,1,1.4,2.81683168316832,1,2,1,11.6792452830189,NA,1.08108108108108,1.59473684210526,1.375,91,75,"M","South Region","HE Qualification","90-100%","35-55",1,60,"Y","Pass",-155,NA,-155,NA +"586",614984,NA,NA,3.48979591836735,NA,3.38202247191011,1,1.125,3.6969696969697,3,1.2,NA,11.123595505618,NA,1.35483870967742,1.68983957219251,1.15555555555556,73.7142857142857,58.6,"M","South West Region","Lower Than A Level","0-10%","35-55",1,60,"N","Pass",-142,NA,-142,NA +"587",615266,4.33333333333333,NA,1.73101265822785,NA,2.82857142857143,1.25,1.28571428571429,6.11428571428571,2.16666666666667,1,1.23076923076923,12.3617021276596,NA,1.15384615384615,1.28571428571429,1.2,86.1428571428571,88.6,"F","South Region","A Level or Equivalent","30-40%","0-35",0,120,"N","Distinction",-155,NA,-155,NA +"588",615299,1.77777777777778,3,2.88372093023256,NA,6.02459016393443,1.5,1.625,5.62448979591837,1.5,1.5,1.28571428571429,19.496,NA,1.21276595744681,2.24324324324324,1.19148936170213,84,88.2,"F","Wales","A Level or Equivalent","40-50%","0-35",0,60,"N","Distinction",-14,NA,-14,NA +"589",615301,2.75,1,3.29319371727749,NA,6.71612903225806,1.3,1.4,9.32089552238806,2.4,2.08333333333333,1.48148148148148,6.98936170212766,NA,1.51785714285714,1.92528735632184,1.70833333333333,81.4285714285714,78.6,"F","Wales","A Level or Equivalent","0-10%","0-35",0,60,"N","Pass",-14,NA,-14,NA +"590",615302,2,NA,2.54867256637168,NA,3.48863636363636,1,1.625,7.24679487179487,NA,1,1,18.9347826086957,NA,1.33333333333333,1.52631578947368,1.15384615384615,85.2857142857143,82.8,"M","Wales","A Level or Equivalent","10-20","0-35",0,60,"N","Pass",-14,NA,-14,NA +"591",615306,NA,1,2.99492385786802,NA,5.48717948717949,1.4,1.4,5.68461538461538,2.66666666666667,1,1.5,12.8727272727273,NA,1.46511627906977,2.11877394636015,1.33333333333333,69.1428571428571,75.4,"M","Wales","Lower Than A Level","30-40%","35-55",0,60,"N","Pass",-14,NA,-14,NA +"592",615328,NA,NA,3.90322580645161,NA,5.86538461538461,1,1.5,6.69924812030075,1,2,NA,12.8333333333333,NA,1.53846153846154,2.31304347826087,1.25,78,76,"F","Wales","A Level or Equivalent","10-20","0-35",0,60,"N","Withdrawn",-14,153,-14,153 +"593",615340,NA,NA,2,NA,5.14814814814815,1,NA,6.20512820512821,1,NA,2,19.0277777777778,NA,1.5,2.11594202898551,1.71428571428571,59.5,41,"F","Wales","A Level or Equivalent","10-20","0-35",0,60,"N","Pass",-14,NA,-14,NA +"594",615342,NA,NA,3.44827586206897,3,4.77049180327869,2,2.5,2.69798657718121,NA,1,NA,15.08,NA,2.04545454545455,2.15315315315315,2,68.3333333333333,47.8,"F","Wales","A Level or Equivalent","30-40%","0-35",0,60,"N","Pass",-14,NA,-14,NA +"595",615356,NA,NA,2.56043956043956,NA,4.77011494252874,1.5,1,5.26162790697674,NA,1,NA,11.1632653061224,NA,1.625,2.16666666666667,1.18181818181818,67.2,72,"F","Wales","A Level or Equivalent","90-100%","0-35",0,60,"N","Pass",-14,NA,-14,NA +"596",616517,2.6,2,2.03100775193798,NA,4.51239669421488,1,2,7.40304182509506,1.44444444444444,1,1.5,8.47222222222222,NA,1.41025641025641,1.86781609195402,1.40909090909091,89.2857142857143,89.8,"M","London Region","A Level or Equivalent","90-100%","0-35",1,120,"N","Distinction",-23,NA,-23,NA +"597",616912,2.33333333333333,NA,2.72049689440994,NA,3.65263157894737,1,1,4.71176470588235,2.33333333333333,1.2,1.5,11.2549019607843,NA,1.04166666666667,1.85,1.21428571428571,81.8571428571429,89.4,"M","North Western Region","Lower Than A Level","20-30%","0-35",0,60,"N","Distinction",-144,NA,-144,NA +"598",617010,2,3,2.77272727272727,NA,3.60992907801418,1.5,1.11111111111111,4.93594306049822,1.83333333333333,1.16666666666667,1.25,11.0428571428571,NA,1.1304347826087,1.76616915422886,1.07407407407407,70.5714285714286,75.2,"F","North Western Region","A Level or Equivalent","0-10%","0-35",1,60,"N","Pass",-44,NA,-44,NA +"599",617119,3.6,NA,3.15909090909091,NA,6.19178082191781,2.75,1.66666666666667,8.86637931034483,1.375,1.33333333333333,1.2,12.2553191489362,NA,1.15789473684211,1.94505494505495,1.41379310344828,87,83,"F","Wales","A Level or Equivalent","80-90%","35-55",0,60,"N","Pass",-14,NA,-14,NA +"600",617130,NA,NA,4,NA,1.4,NA,NA,1.44444444444444,NA,NA,NA,1,NA,NA,1,NA,NA,79,"M","Ireland","A Level or Equivalent","90-100%","0-35",1,120,"N","Withdrawn",-49,198,-49,198 +"601",617150,NA,2,3.65454545454545,NA,3.91666666666667,1,1.75,6.57246376811594,4.33333333333333,1,1.5,3.38235294117647,NA,1.18867924528302,2.08823529411765,1.19047619047619,NA,64,"M","South East Region","Lower Than A Level","20-30%","0-35",0,90,"N","Withdrawn",-7,89,-7,89 +"602",617332,NA,NA,2,NA,2.83333333333333,1.66666666666667,NA,2.26086956521739,1,1,NA,4.625,NA,1.4,1.75675675675676,1,NA,68,"M","Wales","A Level or Equivalent","40-50%","0-35",1,120,"N","Fail",-30,NA,-30,NA +"603",617436,NA,NA,2.34375,NA,3.44615384615385,1,NA,6.33333333333333,2.55555555555556,1,1.5,4.21621621621622,NA,1.05,1.60204081632653,1.2,92,72.6666666666667,"M","East Anglian Region","Lower Than A Level","30-40%","0-35",0,90,"N","Withdrawn",-129,174,-129,174 +"604",617580,5.375,1,10.4439024390244,NA,17.4065934065934,1.11111111111111,1.57142857142857,5.3905325443787,4.36,1.5,1.26666666666667,9.32231404958678,NA,1.55223880597015,2.2879746835443,1.98507462686567,81.1428571428571,86,"F","South Region","Lower Than A Level","40-50%","0-35",0,60,"Y","Pass",-34,NA,-34,NA +"605",617783,NA,NA,3.19047619047619,1,4.68518518518519,1,1.84615384615385,3.28205128205128,NA,1,NA,10.4242424242424,NA,1.04545454545455,1.66393442622951,1.35714285714286,80,65,"M","East Midlands Region","HE Qualification","10-20","0-35",0,60,"N","Fail",-30,NA,-30,NA +"606",617922,2.5,NA,2.70059880239521,NA,3.31538461538462,1,3,7.16568047337278,NA,1,1.2,9.35593220338983,NA,1.31578947368421,1.4780487804878,1.33333333333333,87.4285714285714,92.4,"M","Scotland","A Level or Equivalent","0-10%","35-55",0,60,"N","Pass",-87,NA,-87,NA +"607",618252,NA,NA,3.66666666666667,NA,5.0625,1,NA,4.96875,9.4,1,NA,5.125,NA,1.375,2.68888888888889,1,NA,68,"M","Yorkshire Region","A Level or Equivalent","0-10%","35-55",0,90,"N","Withdrawn",-109,32,-109,32 +"608",618663,2.33333333333333,NA,1.8,NA,6.60869565217391,1.5,NA,5.6063829787234,NA,1,NA,23.68,NA,1.52380952380952,1.91666666666667,1.2,74,82,"F","West Midlands Region","A Level or Equivalent","20-30%","0-35",0,60,"N","Pass",-21,NA,-21,NA +"609",619204,NA,NA,3.28,NA,2.44444444444444,1,2,3.01388888888889,2,1,NA,5.8135593220339,NA,1.11111111111111,1.74257425742574,1,60.1428571428571,67.8,"F","South Region","Lower Than A Level","60-70%","0-35",1,90,"N","Pass",-155,NA,-155,NA +"610",619292,4,4,2.5599173553719,3.16666666666667,4.26060606060606,1.2,1.5,7.96518987341772,4.55555555555556,1,1.16666666666667,5.5609756097561,NA,1.07692307692308,1.69888475836431,1.22857142857143,93.4285714285714,95.4,"M","North Region","A Level or Equivalent","","35-55",0,60,"N","Distinction",-36,NA,-36,NA +"611",619321,NA,NA,2.02325581395349,3.375,3.78807947019868,1,1,6.70532915360502,3.5,1.2,1.22222222222222,7.48275862068965,NA,1.72972972972973,1.40566037735849,1.31578947368421,67.2857142857143,85.4,"M","West Midlands Region","Lower Than A Level","60-70%","0-35",0,60,"N","Pass",-34,NA,-34,NA +"612",619502,6,NA,1.97959183673469,11,3.61176470588235,1.33333333333333,NA,7.9746192893401,1,1,NA,10.86,NA,1.15789473684211,1.72067039106145,1.7,79.5714285714286,73,"M","Scotland","HE Qualification","10-20","0-35",1,60,"N","Pass",-14,NA,-14,NA +"613",620094,3.15789473684211,1.5,4.21566632756867,1,10.4664031620553,1.33333333333333,1.92307692307692,6.65257595772787,3.15625,1.91666666666667,1.21052631578947,8.384,NA,1.4,2.26465028355388,1.42,97.2857142857143,94.6,"F","London Region","HE Qualification","90-100%","35-55",0,90,"N","Distinction",-155,NA,-155,NA +"614",620112,NA,NA,2.375,NA,2.4,1,NA,10.0384615384615,3.4,NA,2,7.14285714285714,NA,NA,1.63636363636364,NA,NA,74,"M","South East Region","Lower Than A Level","60-70%","0-35",1,60,"N","Withdrawn",-106,116,-106,116 +"615",620269,NA,NA,2.96629213483146,2,4.015625,1,4.33333333333333,5.50526315789474,3.25,1,1.5,12.9636363636364,NA,1.31818181818182,1.86813186813187,1.2,70.2857142857143,85.6,"M","East Midlands Region","A Level or Equivalent","70-80%","0-35",0,60,"Y","Pass",-44,NA,-44,NA +"616",620349,NA,NA,1.83783783783784,NA,3.96808510638298,1,1.25,7.20888888888889,3.8,NA,1.66666666666667,7.82758620689655,NA,1.11764705882353,1.72340425531915,1.1,93.5,83,"M","South East Region","A Level or Equivalent","50-60%","0-35",0,60,"N","Withdrawn",-28,179,-28,179 +"617",620431,2,NA,3.06060606060606,NA,4.16867469879518,1.66666666666667,NA,7.74204946996466,3,1,1.5,14.4509803921569,NA,1.8448275862069,2.47619047619048,1.24137931034483,80,76.2,"M","South Region","A Level or Equivalent","30-40%","0-35",1,60,"N","Pass",-78,NA,-78,NA +"618",620740,2,NA,1.56,NA,4.54545454545455,1.75,1.5,7.13716814159292,2.16666666666667,1,1,12.1428571428571,NA,1.72972972972973,2.68,1.40909090909091,60.5714285714286,61.4,"M","South East Region","A Level or Equivalent","90-100%","35-55",0,60,"N","Pass",-143,NA,-143,NA +"619",620750,NA,1,2.79166666666667,NA,7.8,1,1,3.8125,3.4,1,1,10.125,NA,1.52380952380952,1.64285714285714,1.31818181818182,NA,81,"F","South East Region","Lower Than A Level","30-40%","0-35",1,60,"N","Withdrawn",-102,116,-102,116 +"620",620810,1,NA,2.94186046511628,6,3.27777777777778,3,1.27272727272727,2.20670391061453,3.625,NA,NA,10.038961038961,NA,1.11688311688312,1.78709677419355,1.2,88.2857142857143,93,"M","London Region","A Level or Equivalent","40-50%","35-55",0,60,"N","Pass",-21,NA,-21,NA +"621",622275,NA,NA,2.83962264150943,NA,3.1969696969697,1.25,1.57142857142857,5.52032520325203,2.125,1.33333333333333,NA,7.61538461538461,NA,1.05263157894737,1.77777777777778,1.15384615384615,84.5,80.3333333333333,"M","South East Region","Lower Than A Level","10-20","0-35",0,60,"N","Withdrawn",-129,150,-129,150 +"622",622362,NA,NA,2.81481481481481,NA,3.61538461538462,1,NA,5.27272727272727,NA,1,NA,NA,NA,1.27272727272727,1.82758620689655,NA,NA,54,"M","North Western Region","Lower Than A Level","0-10%","0-35",0,60,"N","Withdrawn",-156,51,-156,51 +"623",622481,1,NA,3.26618705035971,NA,3.40769230769231,1,1.2,6.37827715355805,1,1.1,1,11.9354838709677,NA,1.28571428571429,2.0462962962963,1.14705882352941,80.7142857142857,87,"M","North Western Region","Lower Than A Level","70-80%","0-35",0,60,"N","Distinction",-146,NA,-146,NA +"624",622760,3,1,4.46341463414634,NA,3.95522388059702,1.25,NA,6.8047619047619,4,1.22222222222222,1.17391304347826,16.4090909090909,NA,1.35,1.79545454545455,1.27777777777778,94.2857142857143,88.2,"M","Yorkshire Region","A Level or Equivalent","80-90%","0-35",0,60,"N","Distinction",-93,NA,-93,NA +"625",622899,NA,NA,4.62068965517241,NA,5.36363636363636,1,1,6.85294117647059,4.46875,1.33333333333333,1.5,1,NA,2,1.26923076923077,1,NA,92,"M","London Region","Post Graduate Qualification","30-40%","35-55",1,90,"N","Withdrawn",-150,6,-150,6 +"626",622934,3,2,4.47422680412371,NA,4.29113924050633,2,1.5625,6.69411764705882,1.75862068965517,1.45,1.33333333333333,27.54,NA,1.11864406779661,2.11363636363636,1.13953488372093,92.4285714285714,79.4,"M","Wales","Lower Than A Level","70-80%","35-55",0,60,"N","Pass",-153,NA,-153,NA +"627",622967,NA,NA,2.71428571428571,NA,5.73913043478261,1.75,NA,2.13432835820896,4,1,NA,8.75,NA,1.13333333333333,1.77142857142857,1.22222222222222,NA,83,"M","Scotland","Lower Than A Level","0-10%","35-55",0,90,"N","Fail",-28,NA,-28,NA +"628",623166,NA,NA,4.17543859649123,NA,4.72727272727273,1,1,7.4,3.42857142857143,1,1.5,8.30555555555556,NA,1.5,2.07058823529412,1.88235294117647,84,74,"M","North Western Region","A Level or Equivalent","30-40%","35-55",0,120,"Y","Withdrawn",-153,72,-153,72 +"629",623230,NA,NA,2.62015503875969,NA,5.2156862745098,1,2,6.33333333333333,2.2,1,1.5,5.86046511627907,NA,1,1.6,1.33333333333333,93.5,81,"M","Scotland","A Level or Equivalent","50-60%","0-35",0,60,"N","Withdrawn",-77,206,-77,206 +"630",623471,4.71428571428571,1,2.28387096774194,NA,4.85,1.2,NA,4.80368098159509,1.85714285714286,1.125,1.12121212121212,7.63529411764706,NA,1.33333333333333,1.38148148148148,1.27906976744186,71.1428571428571,65.4,"M","Ireland","Lower Than A Level","40-50%","0-35",0,60,"N","Pass",-20,NA,-20,NA +"631",623589,3.69230769230769,1,1.888,NA,3.890625,1,1.33333333333333,4.37190082644628,2.0625,1,1.07142857142857,7.43518518518519,NA,1.09090909090909,1.48598130841122,1.23529411764706,88.5714285714286,85.2,"F","Yorkshire Region","A Level or Equivalent","20-30%","0-35",0,60,"N","Distinction",-129,NA,-129,NA +"632",623765,9.5,1,1.63392857142857,NA,4.26797385620915,1,2,6.02798982188295,1.55555555555556,1.28571428571429,1,7.10810810810811,NA,1,1.37777777777778,1.1875,78.8571428571429,76.4,"F","North Western Region","A Level or Equivalent","50-60%","0-35",0,60,"N","Pass",-65,NA,-65,NA +"633",623917,NA,NA,2.16666666666667,NA,2.96666666666667,1,NA,6.5,1,NA,NA,7.75,NA,1.18181818181818,1.69230769230769,1.5,78,52,"M","South Region","Lower Than A Level","30-40%","35-55",1,90,"N","Withdrawn",-147,61,-147,61 +"634",623955,NA,NA,1.33333333333333,NA,2.44444444444444,2,NA,4.9,NA,NA,NA,NA,NA,1.25,1.58333333333333,1,NA,76,"M","South Region","A Level or Equivalent","70-80%","0-35",0,120,"N","Fail",-57,NA,-57,NA +"635",624282,2.85714285714286,NA,4.25688073394495,13.5,4.57,1,1,6.31081081081081,2.52631578947368,1,1.2,7.70408163265306,NA,1.1304347826087,1.58371040723982,1.65625,90.7142857142857,88.6,"M","London Region","HE Qualification","20-30%","35-55",0,60,"N","Distinction",-85,NA,-85,NA +"636",624864,3.8,2,2.13218390804598,1,4.26168224299065,2,2,6.70428015564202,3.33333333333333,1,1.54545454545455,11.6170212765957,NA,1.17391304347826,1.8,1,90,85.6,"M","Ireland","A Level or Equivalent","30-40%","0-35",0,120,"N","Distinction",-56,NA,-56,NA +"637",624970,2,NA,1.40909090909091,NA,5.55714285714286,1,3,7.75984251968504,3.4,1,2,7.48739495798319,NA,1.54838709677419,1.68527918781726,1.42857142857143,91.1428571428571,84.2,"F","Scotland","HE Qualification","70-80%","0-35",1,60,"N","Pass",-36,NA,-36,NA +"638",625245,3,1,2.70142180094787,NA,4.07926829268293,1.33333333333333,1,6.69433962264151,3.33333333333333,1.11111111111111,1.28571428571429,5.18103448275862,NA,1.33333333333333,1.59259259259259,1.4,91.2857142857143,84.8,"M","South East Region","A Level or Equivalent","0-10%","35-55",0,60,"N","Pass",-10,NA,-10,NA +"639",625330,NA,1,4.82403433476395,NA,5.34177215189873,1.66666666666667,1.66666666666667,5.57142857142857,2.57142857142857,1,1.5,8.69767441860465,NA,1.35820895522388,2,1.21212121212121,87.75,82.75,"M","Scotland","A Level or Equivalent","50-60%","35-55",0,60,"N","Withdrawn",-106,190,-106,190 +"640",625515,NA,NA,3.0952380952381,11.75,3,1,1,6.44578313253012,NA,1,NA,15.5111111111111,NA,1.0952380952381,1.52136752136752,1.25,75.2857142857143,69.25,"M","South East Region","Lower Than A Level","60-70%","0-35",0,60,"N","Pass",-60,NA,-60,NA +"641",625609,NA,NA,2.11904761904762,NA,2.9375,1,NA,4.31034482758621,NA,1,NA,12.3333333333333,NA,1.14285714285714,1.54716981132075,1.4,NA,86,"M","North Western Region","Lower Than A Level","30-40%","0-35",1,60,"N","Fail",-42,NA,-42,NA +"642",625743,5,NA,4.33333333333333,1,3.85123966942149,1,1.33333333333333,7.39378238341969,2.66666666666667,1,NA,10.4259259259259,NA,1.81818181818182,2.23497267759563,1.6,83.5714285714286,80.6,"M","South Region","A Level or Equivalent","50-60%","0-35",0,90,"N","Pass",-28,NA,-28,NA +"643",625802,NA,NA,2.83587786259542,NA,3.815,3,1,4.85321100917431,1,1,NA,16.5555555555556,NA,1.47368421052632,1.72916666666667,2.54545454545455,56,53.8,"M","South West Region","Lower Than A Level","0-10%","0-35",0,120,"N","Fail",-44,NA,-44,NA +"644",625838,NA,NA,2.44827586206897,NA,3.74193548387097,1,NA,6.90476190476191,1,NA,1.16666666666667,11.3088235294118,NA,1.10526315789474,1.82142857142857,1,96.2857142857143,57.4,"M","East Anglian Region","A Level or Equivalent","40-50%","0-35",0,60,"N","Pass",-56,NA,-56,NA +"645",626033,NA,NA,2.08074534161491,NA,5.49760765550239,1.5,4,8.37912087912088,3.41176470588235,1.36363636363636,1.28571428571429,6.68508287292818,NA,1.40625,1.64,1.43181818181818,81.2857142857143,93.6,"M","Ireland","A Level or Equivalent","","0-35",0,150,"N","Distinction",-38,NA,-38,NA +"646",626349,NA,NA,3.24242424242424,NA,3.97368421052632,1,2.5,3.08695652173913,NA,NA,NA,8.96666666666667,NA,1.0952380952381,1.80851063829787,3,74.1666666666667,46.2,"M","Scotland","A Level or Equivalent","30-40%","0-35",1,60,"N","Fail",-71,NA,-71,NA +"647",626416,3.55555555555556,1,3.61870503597122,NA,3.88983050847458,1,1.5,5.99420289855072,2.53846153846154,1.08333333333333,1.10714285714286,9.81132075471698,NA,1.08,1.625,1.12903225806452,85.2857142857143,89.4,"F","South Region","A Level or Equivalent","40-50%","0-35",0,60,"Y","Distinction",-109,NA,-109,NA +"648",626454,4.4,3,2.42168674698795,NA,3.30526315789474,1,1,5.48301886792453,1.70588235294118,1.30769230769231,1.13333333333333,7.64864864864865,NA,1.16,1.44354838709677,1.16666666666667,80.8571428571429,81.4,"F","London Region","A Level or Equivalent","60-70%","0-35",0,60,"N","Pass",-45,NA,-45,NA +"649",626477,NA,2,2.20888888888889,NA,3.83333333333333,1,1.4468085106383,4.80769230769231,1,1,NA,6.33333333333333,NA,1.04761904761905,1.42105263157895,1.27777777777778,77.5714285714286,70,"F","East Midlands Region","Lower Than A Level","40-50%","0-35",0,180,"N","Pass",-74,NA,-74,NA +"650",626514,3,NA,4.285,NA,6.78260869565217,1.6,1.66666666666667,7.50515463917526,5.82608695652174,1.33333333333333,1.5,6.95145631067961,NA,1.58620689655172,2.06589147286822,1.32258064516129,87.7142857142857,90.4,"M","East Anglian Region","HE Qualification","90-100%","35-55",0,60,"N","Pass",-149,NA,-149,NA +"651",626539,NA,NA,2.16666666666667,NA,2.41666666666667,NA,NA,4.4,NA,NA,NA,NA,NA,1.23076923076923,1.61111111111111,NA,NA,65,"M","South Region","Lower Than A Level","20-30%","0-35",1,60,"N","Withdrawn",-60,143,-60,143 +"652",626552,NA,NA,2.18918918918919,NA,2.64285714285714,1,NA,7.32110091743119,2,1,NA,9.69090909090909,NA,1.13636363636364,1.30578512396694,1.375,84.4285714285714,78.4,"F","East Midlands Region","A Level or Equivalent","40-50%","0-35",0,300,"N","Pass",-71,NA,-71,NA +"653",626579,NA,NA,2.54545454545455,NA,1.80357142857143,1,NA,3.97297297297297,1,1,NA,14.4782608695652,NA,1.11764705882353,1.25263157894737,1,69.4285714285714,61.2,"F","West Midlands Region","A Level or Equivalent","10-20","0-35",0,120,"N","Fail",-87,NA,-87,NA +"654",627365,2.5,2,3.6030534351145,NA,4.95454545454545,1.5,2,6.54854368932039,3.5,1.16666666666667,1.15789473684211,11.3977272727273,NA,1.2112676056338,1.70093457943925,1.51063829787234,74.1666666666667,85,"F","South East Region","Lower Than A Level","70-80%","35-55",0,60,"N","Distinction",-59,NA,-59,NA +"655",627379,NA,NA,1.66666666666667,NA,5.66666666666667,NA,3,2.83333333333333,NA,NA,NA,NA,NA,1.28571428571429,1.52941176470588,NA,NA,66,"M","London Region","Lower Than A Level","30-40%","0-35",1,90,"N","Withdrawn",-109,NA,-109,NA +"656",627829,2,NA,3.07843137254902,NA,4.42857142857143,1,1.18181818181818,6.7970297029703,4,1,1.5,8.82352941176471,NA,1.68571428571429,1.96116504854369,1.54545454545455,72.2857142857143,58.4,"M","London Region","Lower Than A Level","30-40%","35-55",1,150,"N","Pass",-49,NA,-49,NA +"657",628054,NA,NA,7.48148148148148,NA,7.21428571428571,2.25,1,7.01785714285714,1,1,2,11.7916666666667,NA,1.66666666666667,2.79220779220779,1,82,NA,"M","East Midlands Region","Lower Than A Level","40-50%","35-55",0,150,"N","Withdrawn",-115,95,-115,95 +"658",628149,2.5,3,2.4406779661017,NA,5.4228855721393,1.5,1.66666666666667,6.58019801980198,2,1.21428571428571,1.14285714285714,13.5666666666667,NA,1.16666666666667,1.99071207430341,1.16666666666667,90.4285714285714,81.6,"M","Ireland","Lower Than A Level","0-10%","0-35",0,90,"N","Pass",-108,NA,-108,NA +"659",628157,NA,NA,3.82352941176471,NA,2.1875,1,NA,4.13235294117647,NA,1,NA,11.5217391304348,NA,1,1.44117647058824,1.14285714285714,88.5714285714286,83.4,"F","North Western Region","A Level or Equivalent","10-20","0-35",0,90,"N","Pass",-149,NA,-149,NA +"660",628308,NA,NA,2.29411764705882,NA,2.80645161290323,1.5,NA,3.3125,NA,NA,1.5,NA,NA,1.71428571428571,1.4,1,NA,61,"M","South West Region","Lower Than A Level","20-30%","0-35",0,60,"Y","Withdrawn",-18,173,-18,173 +"661",628383,NA,NA,2.56,NA,4.51785714285714,1,NA,5.79166666666667,10,3,1,9,NA,1.22727272727273,1.69026548672566,1.5,83.7142857142857,83.2,"M","London Region","HE Qualification","20-30%","0-35",0,90,"N","Pass",-52,NA,-52,NA +"662",628521,NA,1,1.6969696969697,NA,4.41818181818182,1.66666666666667,2,5.24107142857143,2,NA,1.5,11.375,NA,1.13333333333333,1.51923076923077,1.33333333333333,82.7142857142857,71.6,"M","West Midlands Region","Lower Than A Level","30-40%","0-35",0,120,"N","Pass",-149,NA,-149,NA +"663",628888,2.33333333333333,1,2.03333333333333,NA,5.50704225352113,1.33333333333333,1.1,8.33898305084746,2.54545454545455,1.5,1.22222222222222,14.2,NA,1.59090909090909,1.73103448275862,1.67857142857143,69,76,"M","East Midlands Region","Lower Than A Level","20-30%","35-55",0,60,"N","Pass",-22,NA,-22,NA +"664",628964,4.36363636363636,1,2.453125,NA,3.01041666666667,1.33333333333333,1,6.02020202020202,3.0625,1.21428571428571,1.07142857142857,5.64,NA,1.41176470588235,1.52517985611511,1.20408163265306,93.5714285714286,83.4,"M","London Region","A Level or Equivalent","30-40%","35-55",0,60,"N","Distinction",-22,NA,-22,NA +"665",629029,NA,NA,2.45,NA,3.71264367816092,1,1.5,5.53333333333333,1.8,1,1.33333333333333,13.9710144927536,NA,1.88679245283019,1.70542635658915,1.37037037037037,56.3333333333333,52.6,"M","West Midlands Region","Lower Than A Level","0-10%","35-55",0,60,"N","Fail",-77,NA,-77,NA +"666",629182,NA,NA,3.125,NA,2.38461538461538,NA,1.5,5.23529411764706,NA,NA,NA,15.6666666666667,NA,1.5,2.22222222222222,2,74.2857142857143,77,"M","East Anglian Region","A Level or Equivalent","60-70%","35-55",1,60,"N","Fail",-74,NA,-74,NA +"667",629491,2.33333333333333,NA,4.60526315789474,NA,5.16935483870968,1,2,10.096,3.16666666666667,1,NA,8.2887323943662,NA,1.71428571428571,2.50179211469534,1.52941176470588,89.8571428571429,74.6,"M","London Region","Lower Than A Level","0-10%","35-55",0,90,"N","Pass",-155,NA,-155,NA +"668",629522,NA,NA,2.94366197183099,NA,3.39024390243902,NA,2,3.33333333333333,NA,2,1.4,11.8444444444444,NA,2,1.75,1,76.4,60.3333333333333,"M","South Region","Lower Than A Level","90-100%","35-55",1,60,"N","Withdrawn",-17,240,-17,240 +"669",629594,NA,NA,1.88461538461538,NA,2.875,1,1,2.84090909090909,2,1,NA,6.25,NA,1.2,1.54901960784314,1,NA,58,"M","East Midlands Region","Lower Than A Level","20-30%","0-35",0,60,"N","Fail",-115,NA,-115,NA +"670",629686,NA,NA,3.16666666666667,NA,5.55555555555556,NA,NA,2.25,NA,NA,NA,NA,NA,2.58333333333333,1.82142857142857,NA,NA,48,"M","Wales","Lower Than A Level","50-60%","0-35",0,120,"N","Withdrawn",-38,62,-38,62 +"671",629818,5,NA,4.26086956521739,2,4.43956043956044,1.33333333333333,1,2.88613861386139,2.15384615384615,1.53846153846154,NA,11.797619047619,NA,1.13513513513514,1.78089887640449,1.475,84.1428571428571,88.6,"M","Wales","A Level or Equivalent","0-10%","35-55",1,90,"N","Distinction",-23,NA,-23,NA +"672",629922,NA,1,2.97058823529412,NA,5.91071428571429,1,1.11111111111111,10.0096153846154,3.25,1,1.42857142857143,10.8923076923077,NA,1.625,1.88268156424581,2.04166666666667,68.7142857142857,66.4,"F","London Region","HE Qualification","20-30%","0-35",0,60,"N","Pass",-37,NA,-37,NA +"673",629944,2,1,3.06451612903226,NA,4.67088607594937,1,1.66666666666667,7.02906976744186,2.36363636363636,1,1.3,20.5636363636364,NA,1.36363636363636,2.3030303030303,1.5,90,87.4,"M","North Western Region","A Level or Equivalent","30-40%","0-35",0,60,"N","Distinction",-85,NA,-85,NA +"674",630109,NA,NA,3.375,NA,3.73529411764706,1.5,1.25,6.30701754385965,1.57142857142857,1.2,1.5,11.1132075471698,NA,1.30769230769231,1.82407407407407,1,78.5714285714286,76.2,"M","London Region","A Level or Equivalent","10-20","0-35",1,60,"N","Pass",-73,NA,-73,NA +"675",630158,4.25,1,2.11061946902655,NA,3.83333333333333,3.14285714285714,1.6,7.39414414414414,3.67857142857143,1.42105263157895,1.18,9.1375,NA,1.34090909090909,1.70261437908497,1.3956043956044,68.7142857142857,58.6,"M","North Western Region","Lower Than A Level","30-40%","0-35",0,60,"N","Pass",-80,NA,-80,NA +"676",630168,NA,NA,3.38461538461538,NA,4.11111111111111,1,1,7.13793103448276,3,1,NA,NA,NA,1,1.69565217391304,1,NA,88,"M","South East Region","A Level or Equivalent","20-30%","0-35",1,60,"Y","Withdrawn",-8,124,-8,124 +"677",630186,NA,NA,2.12244897959184,NA,3.75862068965517,1.25,1,6.32,NA,NA,NA,6.07692307692308,NA,2.44444444444444,1.80952380952381,1,NA,72,"M","East Midlands Region","A Level or Equivalent","90-100%","0-35",0,120,"N","Withdrawn",-155,31,-155,31 +"678",630745,NA,NA,2.14754098360656,NA,3.16666666666667,1.5,1,5.26751592356688,2.33333333333333,1,1.5,3.43333333333333,NA,1.39393939393939,1.6036036036036,1.15384615384615,79,64,"M","London Region","Lower Than A Level","40-50%","0-35",0,120,"N","Withdrawn",-115,158,-115,158 +"679",630835,2.625,1,2.86274509803922,NA,5.82242990654206,1.66666666666667,NA,6.6131221719457,2.2,1.75,1.08571428571429,12.8362573099415,NA,1.27659574468085,1.8328173374613,1.09756097560976,90.2857142857143,94.8,"F","South Region","A Level or Equivalent","90-100%","0-35",0,60,"N","Distinction",-154,NA,-154,NA +"680",630905,8.3125,3.5,5.52105697770438,NA,20.6608695652174,2,1.25,6.37946428571429,2.25274725274725,1.21052631578947,1.17777777777778,16.8495575221239,NA,1.225,2.125,2.46,100,90,"M","Wales","HE Qualification","50-60%","0-35",0,120,"N","Distinction",-95,NA,-95,NA +"681",630910,4.375,2,4.04081632653061,NA,4.3695652173913,1.5,NA,11.4144144144144,4.5,1,1.25,8.72602739726027,NA,1.20689655172414,2.13868613138686,1.44444444444444,87.4285714285714,79.6,"M","South West Region","A Level or Equivalent","20-30%","35-55",0,60,"N","Pass",-88,NA,-88,NA +"682",630992,NA,NA,3.35714285714286,NA,2.54545454545455,1.5,1.25,2.84905660377358,NA,1,NA,16.8461538461538,NA,2,2.25925925925926,NA,73.1428571428571,62.75,"F","East Midlands Region","A Level or Equivalent","80-90%","0-35",1,60,"N","Fail",-60,NA,-60,NA +"683",631075,NA,NA,NA,NA,3.16,NA,NA,4.62745098039216,NA,NA,NA,20.5,NA,2.33333333333333,1.68571428571429,2,74,71.25,"M","Scotland","A Level or Equivalent","80-90%","0-35",1,90,"N","Fail",-22,NA,-22,NA +"684",631193,NA,NA,3.46153846153846,NA,3.33333333333333,1.25,1,4.75,13,1,NA,4.25,NA,1.16666666666667,1.27777777777778,1,NA,86,"M","East Midlands Region","Lower Than A Level","30-40%","0-35",0,120,"Y","Withdrawn",-127,41,-127,41 +"685",631438,NA,NA,1.21875,NA,2.8125,1,NA,3.03571428571429,2,NA,NA,9.42857142857143,NA,1.125,1.22222222222222,1.33333333333333,86,80,"M","North Western Region","Lower Than A Level","20-30%","0-35",0,60,"N","Fail",-109,NA,-109,NA +"686",631524,NA,NA,2.60714285714286,NA,5.22388059701493,1,3,9.47826086956522,4,1,2,8.0609756097561,NA,1.47619047619048,2.08196721311475,1.375,75,53.6666666666667,"M","South West Region","A Level or Equivalent","20-30%","0-35",1,60,"Y","Fail",-63,NA,-63,NA +"687",631658,3,1,5.36885245901639,NA,9.28508771929824,1,1,8.95356738391846,3.45454545454545,1.15,1.12121212121212,7.048,NA,1.15384615384615,2.79146141215107,1.68817204301075,90.1428571428571,91.8,"M","East Anglian Region","Lower Than A Level","90-100%","35-55",0,60,"N","Distinction",-108,NA,-108,NA +"688",631681,NA,NA,1.53968253968254,NA,3.13953488372093,1,NA,3.43010752688172,1,1,NA,11.5569620253165,NA,1.45833333333333,2.83453237410072,2.16666666666667,64.8333333333333,51,"F","North Region","Lower Than A Level","10-20","0-35",0,90,"N","Pass",-22,NA,-22,NA +"689",631715,7,2,4.44604316546763,7,7.07142857142857,1,1,4.95454545454545,1.66666666666667,1,1.4,8.61016949152542,NA,1.1,2.17514124293785,1.17142857142857,94,88.4,"M","South Region","HE Qualification","50-60%","35-55",0,90,"N","Distinction",-25,NA,-25,NA +"690",631740,NA,1,3.19512195121951,NA,5.62295081967213,1.25,1,6.6830985915493,NA,1,NA,9.97560975609756,NA,1.47368421052632,2.03703703703704,1.28571428571429,69.2857142857143,78.2,"F","Wales","Lower Than A Level","0-10%","0-35",0,60,"Y","Pass",-94,NA,-94,NA +"691",631837,3.61538461538462,1.5,2.59166666666667,NA,4.38671875,1,1.66666666666667,6.66430260047281,1.6,1.45454545454545,1.31818181818182,4.54802259887006,NA,1.125,1.78384279475983,1.18518518518519,94,91.8,"M","Scotland","HE Qualification","60-70%","35-55",0,90,"N","Distinction",-34,NA,-34,NA +"692",631924,4.6,NA,2.61111111111111,NA,5.59541984732824,1.5,3,8.48728813559322,4.30769230769231,1.33333333333333,1.4375,8.24324324324324,NA,1.68965517241379,2.30733944954128,1.7,84.5714285714286,91.8,"F","North Western Region","A Level or Equivalent","90-100%","0-35",0,120,"N","Distinction",-101,NA,-101,NA +"693",632074,NA,NA,3.9390243902439,NA,3.63855421686747,1,3,8.45,2.1,3,1.4,8.16666666666667,NA,1.44444444444444,1.61290322580645,1.27272727272727,91.5714285714286,85.6,"M","Scotland","A Level or Equivalent","60-70%","0-35",0,60,"N","Distinction",-17,NA,-17,NA +"694",632179,NA,NA,3.03448275862069,NA,5.05882352941176,1,4,5.33333333333333,NA,1,NA,9.63636363636364,NA,1.4,1.41935483870968,1.66666666666667,60,70,"F","East Midlands Region","Lower Than A Level","30-40%","0-35",1,90,"N","Withdrawn",-98,86,-98,86 +"695",632276,NA,NA,1.66666666666667,NA,3.8,1.5,NA,3,NA,NA,NA,9.33333333333333,NA,1.25,1.62962962962963,1,75,74,"F","South Region","A Level or Equivalent","60-70%","0-35",0,120,"N","Withdrawn",-106,12,-106,12 +"696",632290,3.33333333333333,NA,3.35384615384615,NA,3.16949152542373,2,1,6.10526315789474,1,1,1.66666666666667,14.7027027027027,NA,1.14285714285714,1.3125,1.1875,84.1428571428571,84.2,"M","North Region","A Level or Equivalent","0-10%","0-35",1,60,"N","Pass",-80,NA,-80,NA +"697",632458,3.41666666666667,2,4.57363542739444,NA,6.55555555555556,1.28571428571429,1.5,5.2347972972973,2.47457627118644,1.36363636363636,1.12903225806452,7.02325581395349,NA,1.0952380952381,1.86305732484076,1.20588235294118,92.1428571428571,82.6,"M","North Region","Lower Than A Level","0-10%","35-55",0,60,"N","Distinction",-106,NA,-106,NA +"698",632556,NA,NA,3.08823529411765,NA,3.39130434782609,1,1.2,3.12162162162162,NA,NA,1,12.4651162790698,NA,1.04761904761905,1.18181818181818,1,75.7142857142857,71.5,"M","South Region","A Level or Equivalent","70-80%","0-35",0,60,"N","Fail",-22,NA,-22,NA +"699",632597,NA,NA,1.75,7,2.93333333333333,1,NA,6.13333333333333,1,NA,NA,14.3333333333333,NA,1.16666666666667,1.859375,1,82.5714285714286,48.8,"M","Wales","A Level or Equivalent","50-60%","0-35",0,60,"N","Pass",-22,NA,-22,NA +"700",632826,2.57142857142857,2,3.31858407079646,NA,3.37062937062937,1.14285714285714,1.5,4.5819397993311,2.72413793103448,1.35714285714286,1.14285714285714,6.20714285714286,NA,1.02777777777778,1.77777777777778,1.05769230769231,69.2857142857143,75.4,"M","East Anglian Region","A Level or Equivalent","10-20","0-35",0,120,"N","Pass",-9,NA,-9,NA +"701",632836,5.5,5,2.82857142857143,NA,3.51456310679612,1.33333333333333,1,7.70958083832335,3.625,1,1.16666666666667,8.67796610169492,NA,1.16,1.92270531400966,1.35483870967742,89,79,"F","London Region","Lower Than A Level","20-30%","0-35",0,60,"N","Pass",-25,NA,-25,NA +"702",633079,NA,1,4.08620689655172,NA,4.22429906542056,1.66666666666667,2,6.11960132890365,2.9,1.71428571428571,1,5.97647058823529,NA,1.95238095238095,1.6747572815534,1.20689655172414,91.75,77.6,"F","Scotland","Post Graduate Qualification","80-90%","0-35",0,60,"N","Pass",-10,NA,-10,NA +"703",633516,1,NA,3.25333333333333,NA,4.14583333333333,1.2,NA,4.52158273381295,4.25,1,1.33333333333333,7.71951219512195,NA,1.46875,1.84974093264249,1.42857142857143,86.5714285714286,70.4,"M","Ireland","A Level or Equivalent","50-60%","0-35",0,60,"N","Pass",-25,NA,-25,NA +"704",633555,2.8,2,2.04511278195489,NA,3.58048780487805,1.5,1,9.09685863874346,2.06666666666667,1.07692307692308,1.18181818181818,6.48076923076923,NA,1.05084745762712,1.60952380952381,1.34146341463415,90.1428571428571,97.4,"M","Yorkshire Region","A Level or Equivalent","90-100%","0-35",0,60,"N","Distinction",-50,NA,-50,NA +"705",633568,NA,NA,2.06737588652482,3,3.55688622754491,1,2.57142857142857,2.06603773584906,1,NA,NA,20.8378378378378,NA,1.58823529411765,1.54418604651163,1.76470588235294,61.7142857142857,62.2,"M","North Western Region","Lower Than A Level","40-50%","35-55",0,60,"N","Pass",-60,NA,-60,NA +"706",633628,NA,NA,3.45348837209302,NA,3.12121212121212,1,2,2,NA,1,NA,NA,NA,2.28571428571429,1.92857142857143,1,NA,62,"M","Ireland","A Level or Equivalent","20-30%","0-35",1,60,"N","Fail",-78,NA,-78,NA +"707",633867,1,NA,2.08333333333333,NA,2.88181818181818,1.5,1,4.56043956043956,2.54545454545455,1,1.22222222222222,10.5443037974684,NA,1.11940298507463,1.7175572519084,1.08695652173913,84.2857142857143,81,"M","Scotland","Lower Than A Level","60-70%","0-35",0,90,"N","Pass",-30,NA,-30,NA +"708",633931,2.45454545454545,1,2.86752136752137,NA,5.68981481481481,1.4,1.4,5.51304347826087,2.73684210526316,1.1875,1.15151515151515,8.83673469387755,NA,1.58860759493671,1.94375,1.28467153284672,87,91.4,"M","East Midlands Region","A Level or Equivalent","30-40%","35-55",0,90,"N","Distinction",-100,NA,-100,NA +"709",634088,3,1,1.82089552238806,NA,3.01574803149606,1.33333333333333,NA,5.31649831649832,2.23076923076923,1,1.17647058823529,8.26470588235294,NA,1.04166666666667,1.43258426966292,1.0952380952381,91.7142857142857,85.2,"M","North Region","A Level or Equivalent","","0-35",1,90,"N","Distinction",-25,NA,-25,NA +"710",634114,NA,NA,1.4,NA,1.58974358974359,1,NA,5.31428571428571,3,1,NA,13.4,NA,1,1.24,1,84.3333333333333,57,"M","Scotland","Lower Than A Level","0-10%","0-35",1,60,"Y","Fail",-28,NA,-28,NA +"711",634512,4.33333333333333,1,2.2280701754386,NA,3.00769230769231,1,NA,5.01302931596091,2.375,1,1,7,NA,1.12,1.88068181818182,1.08333333333333,92.75,56.6,"M","North Western Region","Lower Than A Level","0-10%","0-35",0,60,"N","Pass",-25,NA,-25,NA +"712",634526,3.5,2,2.22,NA,3.816,1.75,1.78571428571429,7.2063829787234,2.7,1.07692307692308,1.1,7.94871794871795,NA,1.34883720930233,1.67906976744186,1.17647058823529,82.1428571428571,80.2,"M","North Region","A Level or Equivalent","","0-35",1,90,"N","Pass",-3,NA,-3,NA +"713",634601,NA,NA,4.4375,NA,3.53846153846154,1.66666666666667,NA,5.81632653061224,1.5,NA,NA,1.14285714285714,NA,1.72727272727273,1.56363636363636,1,NA,79.6666666666667,"F","West Midlands Region","A Level or Equivalent","50-60%","0-35",0,90,"N","Fail",-60,NA,-60,NA +"714",634749,1.5,2,4.49787234042553,NA,8.16803278688525,1,1.35294117647059,6.290625,1.96428571428571,1.25,1.19230769230769,13.3780487804878,NA,1.05,2.21806853582554,1.68181818181818,94,89.2,"M","South East Region","Lower Than A Level","80-90%","35-55",0,90,"N","Pass",-63,NA,-63,NA +"715",634943,NA,NA,2.73684210526316,NA,3.86666666666667,1.6,NA,3.47368421052632,7,1,NA,6,NA,1.66666666666667,1.75,1.33333333333333,NA,78,"M","South Region","HE Qualification","70-80%","35-55",0,120,"N","Withdrawn",-43,46,-43,46 +"716",635184,NA,NA,2.31111111111111,NA,3.59420289855072,1,4,6.28865979381443,2,1,NA,10.3253012048193,NA,1.24390243902439,1.66968325791855,1.16666666666667,62.8571428571429,45.8,"M","Ireland","Lower Than A Level","20-30%","0-35",0,60,"N","Fail",-50,NA,-50,NA +"717",635410,NA,NA,1.77777777777778,NA,3.0625,1,NA,1.84210526315789,NA,1,NA,6.3,NA,1.16666666666667,1.25,NA,86,58,"M","South Region","A Level or Equivalent","40-50%","0-35",0,150,"Y","Fail",-115,NA,-115,NA +"718",635746,NA,NA,1.52380952380952,NA,2.59259259259259,1,NA,1.66666666666667,1.33333333333333,NA,NA,10,NA,1.25,1.51724137931034,1,NA,82,"M","Yorkshire Region","A Level or Equivalent","0-10%","0-35",0,90,"Y","Withdrawn",-154,59,-154,59 +"719",635751,NA,NA,3.46666666666667,NA,2.67164179104478,NA,1,5.26666666666667,1,1.25,NA,16.48,NA,1.27272727272727,2.20769230769231,1.28571428571429,71.8571428571429,65.5,"M","London Region","Lower Than A Level","30-40%","0-35",0,60,"N","Fail",-37,NA,-37,NA +"720",635795,7.44444444444444,1.5,4.66666666666667,NA,5.73134328358209,1.25,1.45454545454545,7.09442060085837,3.58823529411765,1,1.1025641025641,8.2258064516129,NA,1.1304347826087,1.66666666666667,1.125,84.5714285714286,77,"M","Scotland","A Level or Equivalent","30-40%","0-35",0,60,"N","Pass",-8,NA,-8,NA +"721",635903,NA,NA,3.25,NA,3.54761904761905,1.33333333333333,NA,5.89041095890411,3.16666666666667,NA,1.5,10.9,NA,1.33333333333333,2.06060606060606,1.46153846153846,NA,83.25,"M","Yorkshire Region","Lower Than A Level","40-50%","0-35",0,60,"N","Fail",-129,NA,-129,NA +"722",635985,NA,NA,1.8,NA,2.1875,1,NA,6,NA,NA,NA,12.7142857142857,NA,2,1.9375,1,88,72,"M","North Western Region","A Level or Equivalent","80-90%","0-35",0,120,"N","Fail",-23,NA,-23,NA +"723",636314,2.5,2,2.47260273972603,NA,6.11538461538461,2.25,1.33333333333333,8.09311740890688,2.53333333333333,1,1.13333333333333,6.59602649006623,NA,1.65714285714286,1.97142857142857,1.2,71.4285714285714,81.6,"M","Scotland","HE Qualification","20-30%","0-35",0,60,"N","Pass",-99,NA,-99,NA +"724",636375,NA,NA,4.05405405405405,NA,3.24444444444444,1.6,1.8,4.17241379310345,5,NA,1.375,22.6111111111111,NA,1,1.90322580645161,1.25,82.5,68,"M","South West Region","Lower Than A Level","60-70%","0-35",0,60,"N","Withdrawn",-155,93,-155,93 +"725",636400,4.33333333333333,NA,2.18840579710145,4.5,3.16666666666667,1,2,6.66497461928934,3.25,1,1.15384615384615,27.3260869565217,NA,1.81818181818182,1.85,1.36842105263158,88.7142857142857,87.4,"F","West Midlands Region","A Level or Equivalent","60-70%","0-35",0,60,"N","Pass",-115,NA,-115,NA +"726",636408,NA,NA,3.77551020408163,NA,3.45161290322581,1.5,1.33333333333333,3.23076923076923,NA,NA,NA,17.1707317073171,NA,1.57142857142857,1.63366336633663,2.26666666666667,64.4285714285714,64.2,"F","Wales","A Level or Equivalent","10-20","35-55",0,60,"N","Pass",-31,NA,-31,NA +"727",636469,NA,1,3.11949685534591,NA,4.32773109243697,1.75,1.33333333333333,6.66795366795367,2.625,1,1.14285714285714,9.15384615384615,NA,1.20689655172414,1.95471698113208,1.25806451612903,83.7142857142857,89.2,"M","Scotland","A Level or Equivalent","60-70%","0-35",0,60,"N","Distinction",-102,NA,-102,NA +"728",636492,NA,NA,1.4,NA,3.61538461538462,1,NA,2.73913043478261,NA,1.2,NA,9.75,NA,2.29411764705882,2.82352941176471,1.66666666666667,NA,46,"F","London Region","A Level or Equivalent","0-10%","0-35",0,120,"N","Withdrawn",-85,64,-85,64 +"729",636547,NA,NA,3.07142857142857,NA,3.94871794871795,1.66666666666667,NA,6.64383561643836,6,2,1,4.83333333333333,NA,1.18181818181818,1.66666666666667,1.07692307692308,NA,69.5,"M","West Midlands Region","HE Qualification","60-70%","0-35",0,120,"N","Fail",-22,NA,-22,NA +"730",636565,NA,NA,2.48275862068966,NA,2.63333333333333,NA,NA,2.61643835616438,NA,2,NA,13.8461538461538,NA,1.16666666666667,1.4320987654321,5,73.1428571428571,82.2,"M","East Midlands Region","Lower Than A Level","30-40%","0-35",0,90,"N","Pass",-129,NA,-129,NA +"731",636634,NA,NA,1.81481481481481,NA,4.06666666666667,1.33333333333333,1,4.29787234042553,2,1,NA,11.2222222222222,NA,1.5,1.62745098039216,1,NA,58,"F","East Midlands Region","Lower Than A Level","20-30%","0-35",0,120,"Y","Withdrawn",-140,52,-140,52 +"732",636656,1,1,3.12244897959184,NA,2.73636363636364,1.33333333333333,NA,7.95652173913043,3,1,1.21428571428571,10.3623188405797,NA,1.1,1.46496815286624,1.52631578947368,77,80.2,"M","East Anglian Region","A Level or Equivalent","20-30%","0-35",0,120,"N","Pass",-106,NA,-106,NA +"733",636704,NA,NA,4.38461538461539,NA,3.11111111111111,1.5,1.28571428571429,3,1,1,NA,9.91463414634146,NA,1.04761904761905,1.82222222222222,1.13333333333333,69.1428571428571,60,"F","South Region","A Level or Equivalent","10-20","0-35",0,120,"N","Fail",-30,NA,-30,NA +"734",636783,NA,NA,2.13647642679901,NA,6.04469273743017,1.33333333333333,1,6.63940520446097,3.11111111111111,1.5,1.33333333333333,11.5322580645161,NA,1.3030303030303,1.655,1.35714285714286,91.2857142857143,91.2,"M","North Region","HE Qualification","40-50%","0-35",0,150,"N","Distinction",-88,NA,-88,NA +"735",636830,2.8,1,2.13809523809524,NA,4.62637362637363,1,3,6.34,2.8,1.11111111111111,1.0952380952381,4.77477477477477,NA,1.64864864864865,1.5607476635514,1.37037037037037,88,89,"M","Scotland","HE Qualification","90-100%","0-35",0,60,"N","Distinction",-92,NA,-92,NA +"736",636832,2.28571428571429,1,2.61605584642234,NA,5.63849765258216,1.875,4.27272727272727,7.53592233009709,2.84210526315789,1,1.5,8.18604651162791,NA,1.33333333333333,2.08564814814815,1.38095238095238,74.5714285714286,73.2,"M","Wales","A Level or Equivalent","30-40%","35-55",0,120,"N","Pass",-24,NA,-24,NA +"737",637004,2.66666666666667,1,1.79693486590038,NA,5.37404580152672,1,3.55555555555556,3.7043795620438,1.57142857142857,1.33333333333333,1.5,8.2536231884058,NA,1.19444444444444,1.76036866359447,1.17647058823529,74.5714285714286,72,"F","North Region","Lower Than A Level","30-40%","0-35",0,60,"N","Pass",-155,NA,-155,NA +"738",637089,NA,NA,2.90909090909091,NA,2.13636363636364,1,NA,6.02272727272727,NA,1,NA,1,NA,1.625,2,1,NA,64.3333333333333,"M","Wales","A Level or Equivalent","70-80%","0-35",0,180,"N","Fail",-5,NA,-5,NA +"739",637358,NA,NA,1.89655172413793,NA,3.03896103896104,1.4,NA,4.27683615819209,1.71428571428571,1,NA,15.3968253968254,NA,1.30769230769231,1.56115107913669,1.05,71.4285714285714,85.8,"M","Wales","Lower Than A Level","20-30%","0-35",0,120,"N","Pass",-29,NA,-29,NA +"740",637509,NA,NA,2.15789473684211,NA,3.84615384615385,1,NA,1.575,NA,NA,NA,17.375,NA,1.4,1.51923076923077,1.2,75,44.5,"F","Ireland","Lower Than A Level","","0-35",0,150,"N","Fail",-35,NA,-35,NA +"741",637514,NA,NA,2.53333333333333,NA,3.94736842105263,1,1,3.93617021276596,1,1,NA,3,NA,1,1.47619047619048,1.125,NA,46,"M","Yorkshire Region","A Level or Equivalent","30-40%","0-35",0,60,"N","Withdrawn",-63,199,-63,199 +"742",637563,NA,NA,3.43243243243243,3,5.62962962962963,1,1.33333333333333,4.64705882352941,NA,1,NA,11.4285714285714,NA,2,2.22950819672131,1.18181818181818,89.5,91,"M","East Midlands Region","A Level or Equivalent","90-100%","0-35",0,120,"N","Fail",-66,NA,-66,NA +"743",637582,NA,NA,4.36111111111111,NA,2.6530612244898,NA,2,4.13333333333333,4,1,NA,11.3965517241379,NA,1.63829787234043,2.11016949152542,1.35,61.1428571428571,36.6,"M","East Anglian Region","HE Qualification","20-30%","35-55",0,90,"N","Fail",-21,NA,-21,NA +"744",637708,2.55555555555556,1.5,2.0353982300885,NA,4.168,1.25,1,7.99596774193548,1.5625,1.14285714285714,1.16666666666667,12.4494382022472,NA,1.03448275862069,1.81564245810056,1.26190476190476,96.1428571428571,89.2,"M","East Anglian Region","HE Qualification","80-90%","0-35",0,120,"N","Distinction",-133,NA,-133,NA +"745",637788,NA,NA,1.52631578947368,NA,2.64285714285714,1,1,1.35483870967742,NA,NA,NA,11.1428571428571,NA,1.28571428571429,1.54545454545455,NA,NA,67,"M","East Midlands Region","Lower Than A Level","20-30%","0-35",0,60,"Y","Fail",-109,NA,-109,NA +"746",637800,NA,NA,3.62162162162162,NA,3.35714285714286,1.5,3.5,4.18367346938776,4.33333333333333,NA,1.5,9.45454545454546,NA,1.5,1.89583333333333,1.66666666666667,65,70,"M","Yorkshire Region","Lower Than A Level","0-10%","0-35",0,120,"Y","Withdrawn",-67,114,-67,114 +"747",637906,NA,NA,2.61926605504587,1,3.41071428571429,1,2,3.40441176470588,2.71428571428571,1,NA,11.734375,NA,1.4,1.88961038961039,1.07142857142857,68.7142857142857,77.8,"M","Wales","Lower Than A Level","50-60%","35-55",0,90,"N","Pass",-87,NA,-87,NA +"748",637939,NA,NA,3.80769230769231,NA,3.48648648648649,NA,NA,3.11827956989247,1.66666666666667,1,NA,3.88888888888889,NA,1.45454545454545,1.57575757575758,1,NA,33.25,"M","South West Region","A Level or Equivalent","0-10%","0-35",0,150,"N","Fail",-142,NA,-142,NA +"749",637980,NA,1,1.64556962025316,NA,4.44715447154472,1.75,1.35714285714286,5.68895348837209,2.25,1.25,1,9.3875,NA,1.53571428571429,1.80252100840336,1.20454545454545,73.2857142857143,81,"F","Scotland","HE Qualification","50-60%","0-35",0,60,"N","Pass",-28,NA,-28,NA +"750",638034,5.33333333333333,1,3.29508196721311,NA,5.87610619469027,1,1,4.47783251231527,3.54545454545455,1.11111111111111,1.45454545454545,7.27551020408163,NA,1.11111111111111,2.03289473684211,1.65384615384615,83.4285714285714,79.8,"M","Scotland","A Level or Equivalent","70-80%","0-35",0,120,"N","Pass",-7,NA,-7,NA +"751",638388,NA,NA,2.66666666666667,NA,3.83582089552239,1,2.4,4.0990099009901,3.875,1.66666666666667,1,13.7142857142857,1,1.21428571428571,1.75,1.5,78.5714285714286,89.2,"M","East Anglian Region","A Level or Equivalent","60-70%","0-35",0,60,"N","Pass",-150,NA,-150,NA +"752",638411,6.06666666666667,3.5,4.4213649851632,NA,9.02890173410405,2.14285714285714,1.8,7.54432624113475,3.06024096385542,1.25,1.1,8.22222222222222,NA,1.34210526315789,2.01442307692308,1.46086956521739,84.1428571428571,85.4,"M","West Midlands Region","A Level or Equivalent","40-50%","0-35",0,60,"N","Pass",-53,NA,-53,NA +"753",638498,2,NA,2.336,NA,2.828125,1,1.25,11.1896551724138,2,1,1.15384615384615,10.8181818181818,NA,1.04545454545455,1.55752212389381,2.4,69.8571428571429,72.4,"M","West Midlands Region","Lower Than A Level","10-20","0-35",0,90,"N","Pass",-155,NA,-155,NA +"754",638515,2,NA,2.18181818181818,NA,3.29545454545455,2,NA,9.14457831325301,2.6,NA,1.75,13.875,NA,1.05882352941176,1.46666666666667,2,70.8571428571429,71,"M","West Midlands Region","Lower Than A Level","10-20","0-35",0,90,"N","Pass",-155,NA,-155,NA +"755",638625,3.52941176470588,2.5,2.82080924855491,NA,3.92899408284024,1.5,2,6.05841121495327,4.375,1,1.15151515151515,5.01224489795918,NA,1.21621621621622,1.5952380952381,1.3953488372093,89.5714285714286,91.2,"M","West Midlands Region","A Level or Equivalent","30-40%","0-35",0,60,"N","Pass",-155,NA,-155,NA +"756",638655,NA,NA,2.57286432160804,5,4.19310344827586,1.5,NA,5.83193277310924,3.09090909090909,1,NA,6.1025641025641,NA,1.11764705882353,1.75280898876405,1.32432432432432,90.8571428571429,79.8,"M","South East Region","A Level or Equivalent","50-60%","0-35",0,90,"N","Pass",-60,NA,-60,NA +"757",638677,3.5,NA,2.78181818181818,NA,3.90909090909091,1.25,1.66666666666667,6.73417721518987,1.83333333333333,1,1.2,9.52941176470588,NA,1.04347826086957,1.47560975609756,1.09090909090909,75.5,82.75,"F","East Anglian Region","A Level or Equivalent","60-70%","0-35",0,120,"N","Withdrawn",-123,195,-123,195 +"758",638831,NA,NA,3.81818181818182,NA,3.41666666666667,1,NA,5.58783783783784,2.8,1,1,2.31578947368421,NA,1.0625,1.98630136986301,1.09090909090909,NA,56,"M","Yorkshire Region","Lower Than A Level","70-80%","0-35",0,90,"N","Fail",-149,NA,-149,NA +"759",639028,2,1,2.921875,NA,4.27966101694915,1.125,1.125,5.73799126637555,2.15,1,1.25,6.82222222222222,NA,1.19047619047619,1.64705882352941,1.20588235294118,86.5714285714286,55.4,"F","London Region","Lower Than A Level","20-30%","0-35",0,90,"N","Pass",-71,NA,-71,NA +"760",639231,NA,NA,2.03787878787879,NA,4.24074074074074,1,1.11111111111111,5.875,1.83333333333333,1,1.5,10.2586206896552,NA,1.25,1.42857142857143,1.10526315789474,73.1428571428571,85.6,"M","London Region","Lower Than A Level","50-60%","0-35",0,120,"N","Pass",-142,NA,-142,NA +"761",639234,NA,NA,2.52380952380952,NA,3.21794871794872,1,1,7.23809523809524,3.375,1,1.5,17.9,NA,1.42857142857143,1.65217391304348,1.18181818181818,88.6666666666667,78.75,"M","Scotland","A Level or Equivalent","40-50%","0-35",0,120,"Y","Withdrawn",-79,149,-79,149 +"762",639238,NA,NA,2.74603174603175,NA,3.59722222222222,1.33333333333333,NA,5.125,1,1,NA,1,NA,1.2,1.95774647887324,1,NA,67,"M","North Western Region","Lower Than A Level","60-70%","0-35",0,120,"N","Withdrawn",-154,114,-154,114 +"763",639522,1,NA,4.72,NA,4.21951219512195,NA,2,6.90588235294118,NA,NA,NA,15.15,NA,1.47058823529412,2.14285714285714,1.5,73.4285714285714,73.8,"M","South East Region","A Level or Equivalent","30-40%","0-35",0,90,"N","Pass",-67,NA,-67,NA +"764",639919,NA,NA,2.4,NA,3.57142857142857,1,NA,6.0377358490566,5.125,1,NA,11.1428571428571,NA,2.09090909090909,1.8,1,68,72,"M","East Anglian Region","Lower Than A Level","10-20","0-35",0,60,"N","Withdrawn",-144,72,-144,72 +"765",640098,3.28571428571429,2,2.56551724137931,NA,2.95918367346939,1,1.42857142857143,5.67452830188679,3.73333333333333,1,1.16666666666667,11.9264705882353,NA,1.28,1.78807947019868,1.04545454545455,77.4285714285714,82.4,"F","Scotland","A Level or Equivalent","40-50%","35-55",0,60,"N","Pass",-15,NA,-15,NA +"766",640278,5,3,4.99718309859155,NA,10.6414342629482,1.6,3.14285714285714,9.74291497975709,3.85245901639344,1.66666666666667,1.24242424242424,9.58389261744967,NA,1.6875,2.88089330024814,1.75539568345324,90.1428571428571,83.8,"M","Scotland","HE Qualification","30-40%","35-55",0,60,"N","Pass",-81,NA,-81,NA +"767",640329,NA,1,3.3859649122807,4,3.37254901960784,1.5,3,4.58730158730159,2.6,1,1.5,8.98809523809524,NA,1.48076923076923,1.88125,1.26666666666667,87.7142857142857,79.6,"F","London Region","A Level or Equivalent","70-80%","0-35",0,180,"N","Pass",-154,NA,-154,NA +"768",640429,3.5,NA,2.41714285714286,NA,3.91111111111111,1.25,1.14285714285714,6.86343612334802,2.625,1.25,1.17647058823529,20.6024096385542,NA,1.02898550724638,1.55276381909548,1.26086956521739,100,90.6,"M","North Western Region","A Level or Equivalent","30-40%","0-35",0,90,"N","Distinction",-150,NA,-150,NA +"769",640552,NA,NA,2.11111111111111,NA,2.33333333333333,2,NA,1.64285714285714,NA,1,NA,1,NA,1,1.66666666666667,NA,NA,64,"M","North Western Region","Lower Than A Level","40-50%","35-55",0,120,"Y","Withdrawn",-79,53,-79,53 +"770",640584,NA,NA,2.25,NA,2.27777777777778,1.5,NA,3.66666666666667,NA,NA,NA,1,NA,1,1.69565217391304,1,80,58,"M","East Midlands Region","Lower Than A Level","90-100%","0-35",0,120,"N","Withdrawn",-77,93,-77,93 +"771",640711,3,NA,2.05454545454545,NA,4.02040816326531,1,1.6,5.94258373205742,1.4,1,1,14.1590909090909,NA,1.38235294117647,1.72093023255814,1.23809523809524,79.8571428571429,89.4,"F","Wales","Lower Than A Level","10-20","35-55",0,90,"Y","Pass",-140,NA,-140,NA +"772",640752,NA,1,2.78504672897196,3,4.44086021505376,1.5,1,9.18357487922705,4.2,1,1,10.7971014492754,NA,1.82608695652174,2.43518518518519,1.33333333333333,75.1428571428571,62.8,"M","North Western Region","HE Qualification","50-60%","0-35",0,60,"N","Pass",-15,NA,-15,NA +"773",640848,NA,1,3.11363636363636,NA,6.30188679245283,1.6,NA,6.48550724637681,1.83333333333333,1,NA,12.75,NA,2.0625,1.85185185185185,1.16666666666667,71.2857142857143,76.8,"F","West Midlands Region","Lower Than A Level","30-40%","0-35",0,90,"N","Pass",-144,NA,-144,NA +"774",640892,7,1,2.15217391304348,NA,2.52702702702703,1,3.33333333333333,5,5.5,1,1.61538461538462,10.58,NA,1.32142857142857,1.744,1.08,87.5714285714286,81,"M","North Western Region","A Level or Equivalent","20-30%","35-55",0,60,"Y","Pass",-44,NA,-44,NA +"775",640913,NA,NA,2.17647058823529,NA,3.95833333333333,1,1,10.6024096385542,3,NA,NA,15.5833333333333,NA,1.15789473684211,1.82608695652174,1,80.8571428571429,77.2,"M","West Midlands Region","Lower Than A Level","80-90%","0-35",0,90,"N","Pass",-64,NA,-64,NA +"776",640927,2.42857142857143,1,2.36842105263158,NA,3.04310344827586,2,1.42857142857143,5.62285714285714,1.66666666666667,1.11111111111111,1.13636363636364,10.3894736842105,NA,1.05555555555556,1.42718446601942,1.25806451612903,88.7142857142857,81,"M","South Region","HE Qualification","50-60%","0-35",0,60,"N","Pass",-143,NA,-143,NA +"777",641085,NA,NA,3.15384615384615,NA,2.58333333333333,1,9,2.66666666666667,1,2,NA,5.6,NA,1.1,1.5,1,NA,70,"M","North Western Region","A Level or Equivalent","60-70%","0-35",0,90,"N","Fail",-154,NA,-154,NA +"778",641137,3.33333333333333,2,3.52439024390244,NA,3.49074074074074,1.57142857142857,1.45,3.15547703180212,3.36842105263158,1.07692307692308,1.26666666666667,7.92537313432836,NA,1.20512820512821,2.10245901639344,1.13888888888889,95.7142857142857,87.8,"M","East Anglian Region","Lower Than A Level","70-80%","35-55",0,60,"N","Distinction",-23,NA,-23,NA +"779",641275,NA,NA,1.75,NA,3.83333333333333,1,2,5.11111111111111,NA,1,NA,NA,NA,1,1.91304347826087,NA,NA,31,"M","North Region","Lower Than A Level","60-70%","0-35",0,60,"N","Withdrawn",-95,62,-95,62 +"780",641309,NA,NA,3.64285714285714,NA,3.35227272727273,1,1,9.17338709677419,1.83333333333333,1,1.4,6.75675675675676,NA,1.26086956521739,1.52777777777778,1,75.7142857142857,83.8,"M","West Midlands Region","A Level or Equivalent","20-30%","35-55",0,60,"N","Pass",-63,NA,-63,NA +"781",641311,6.625,1,2.75688073394495,NA,5.95394736842105,1.14285714285714,1.6,7.13370473537604,2,1.15384615384615,1.25925925925926,6.82162162162162,NA,1.14285714285714,1.9208211143695,1.44776119402985,92,86,"M","South East Region","Lower Than A Level","50-60%","35-55",0,60,"N","Distinction",-142,NA,-142,NA +"782",641363,NA,NA,2.625,NA,3.65714285714286,1.5,NA,3.25,NA,1,NA,13.5263157894737,NA,1.07142857142857,1.56701030927835,1.75,88.8571428571429,75,"M","North Region","A Level or Equivalent","70-80%","0-35",0,120,"N","Pass",-143,NA,-143,NA +"783",641401,3.14285714285714,NA,2.49397590361446,2,3.66216216216216,1.25,1,7.30102040816327,2.81818181818182,1,1.15384615384615,11.775,NA,1.67567567567568,1.53448275862069,1.27272727272727,75,92.4,"M","North Western Region","A Level or Equivalent","90-100%","0-35",0,60,"N","Distinction",-9,NA,-9,NA +"784",641404,NA,NA,2.29268292682927,NA,7.28571428571429,1.57142857142857,NA,8.48611111111111,2.6,1.33333333333333,1.5,8.97368421052632,NA,2,2.11688311688312,1.4,NA,70,"M","West Midlands Region","Lower Than A Level","0-10%","0-35",0,120,"N","Withdrawn",-53,47,-53,47 +"785",641433,NA,NA,3.69230769230769,NA,2.05263157894737,1,1.5,4.22058823529412,2.6,1,NA,7.25,NA,1.09090909090909,1.6031746031746,1,NA,72,"M","South East Region","Lower Than A Level","60-70%","0-35",0,60,"N","Fail",-78,NA,-78,NA +"786",641461,NA,1,1.90909090909091,NA,2.20779220779221,1,4,4.38509316770186,2.66666666666667,1,2,8.74193548387097,NA,1.08,1.40566037735849,1.11111111111111,83.7142857142857,87.4,"M","East Anglian Region","Lower Than A Level","90-100%","0-35",0,60,"N","Pass",-142,NA,-142,NA +"787",641470,NA,NA,2.43333333333333,NA,2.7,1,NA,4.54761904761905,4,1,1.5,10.4,NA,1.4,1.34042553191489,1,NA,59.3333333333333,"M","North Western Region","Lower Than A Level","0-10%","0-35",0,60,"N","Fail",-155,NA,-155,NA +"788",641547,NA,NA,5,NA,4.35294117647059,1.25,1.33333333333333,3.67,1.14285714285714,1,1,12.5,NA,1.03030303030303,1.63963963963964,1.08333333333333,76,86.2,"M","South East Region","Lower Than A Level","40-50%","0-35",0,90,"N","Pass",-29,NA,-29,NA +"789",641804,NA,NA,3,NA,4.47058823529412,2,1,3.28571428571429,NA,NA,NA,1,NA,1.25,1.78787878787879,1,NA,65,"M","West Midlands Region","A Level or Equivalent","50-60%","0-35",0,120,"N","Withdrawn",-25,75,-25,75 +"790",641864,2.875,3,3.13227513227513,1,3.97058823529412,1.25,1,5.66283524904215,2.5,1,1.08333333333333,8.46153846153846,NA,1.09090909090909,1.56804733727811,1.07407407407407,84.2857142857143,92.6,"M","South Region","Lower Than A Level","40-50%","0-35",0,60,"N","Distinction",-136,NA,-136,NA +"791",641914,4.28571428571429,1.5,2.79310344827586,NA,4.55704697986577,1.14285714285714,4.16666666666667,6.90238611713666,2.33333333333333,1,1.16666666666667,7.63803680981595,NA,1.21818181818182,2.33734939759036,1.2,87.1428571428571,88.8,"M","Wales","A Level or Equivalent","30-40%","35-55",0,60,"N","Pass",-25,NA,-25,NA +"792",642029,2,NA,2.58389261744966,NA,2.28571428571429,1,1,5.36448598130841,2,1,1.5,14.4583333333333,NA,1.25,1.34090909090909,1.3125,71.1428571428571,74.8,"M","South East Region","A Level or Equivalent","70-80%","0-35",0,60,"N","Pass",-120,NA,-120,NA +"793",642056,4,NA,2.45333333333333,NA,4.17283950617284,1,1.42857142857143,5.01075268817204,2,1,1,11.7380952380952,NA,2.62903225806452,1.76190476190476,1.16666666666667,89,92.6,"M","West Midlands Region","A Level or Equivalent","","0-35",0,60,"N","Distinction",-25,NA,-25,NA +"794",642375,NA,NA,2.28571428571429,NA,3.59183673469388,1,NA,5.29838709677419,2.44444444444444,NA,1.5,10.5882352941176,NA,1.04166666666667,1.5,1.26315789473684,85.8571428571429,87,"M","North Western Region","Lower Than A Level","70-80%","0-35",0,60,"N","Pass",-115,NA,-115,NA +"795",642448,1.5,NA,4.32989690721649,NA,4.61682242990654,2,NA,5.29861111111111,3,1,1.5,12.8970588235294,NA,1.10526315789474,1.57575757575758,1.29411764705882,83.8571428571429,85.8,"M","South Region","Lower Than A Level","30-40%","0-35",0,120,"N","Pass",-79,NA,-79,NA +"796",642449,2.57142857142857,1,3.33333333333333,NA,3.12280701754386,1.75,1.375,4.07486631016043,1.18181818181818,1,2,12.7037037037037,NA,1.57317073170732,1.50187265917603,1.15625,67.8571428571429,52.4,"F","South Region","Lower Than A Level","80-90%","0-35",0,90,"N","Pass",-21,NA,-21,NA +"797",642493,1.33333333333333,NA,4.36363636363636,NA,5.14942528735632,1.25,NA,7.96618357487923,4.8,1,1.5,10.1264367816092,NA,1.15,1.93434343434343,1.09090909090909,83.8571428571429,71.6,"M","Wales","Lower Than A Level","60-70%","0-35",0,60,"N","Pass",-16,NA,-16,NA +"798",642496,NA,NA,2.95744680851064,NA,3.3448275862069,1,NA,4.28301886792453,1.71428571428571,1,1,1.71428571428571,NA,1.22727272727273,1.41025641025641,1.16666666666667,NA,70,"M","East Midlands Region","A Level or Equivalent","50-60%","0-35",0,180,"N","Withdrawn",-25,90,-25,90 +"799",642498,2.5,1.5,2.01282051282051,NA,2.52727272727273,1.33333333333333,1,4.67934782608696,2.5,1.33333333333333,1.57142857142857,20.65625,NA,1.18918918918919,1.5,1.16666666666667,94.7142857142857,86,"M","London Region","A Level or Equivalent","40-50%","0-35",0,60,"N","Pass",-99,NA,-99,NA +"800",642551,2.72727272727273,1,2.37226277372263,NA,3.21,1.16666666666667,1.75,6.85185185185185,3.53333333333333,1.25,1.06060606060606,8.36666666666667,NA,1.17241379310345,1.53374233128834,1.34090909090909,82,79.6,"M","London Region","A Level or Equivalent","40-50%","35-55",0,60,"N","Pass",-146,NA,-146,NA +"801",642626,NA,NA,2.59375,4,3.875,1.33333333333333,1,7.16901408450704,5,1,NA,3.5,NA,1.2,1.97014925373134,1.16666666666667,NA,65,"F","North Western Region","Lower Than A Level","20-30%","0-35",0,120,"Y","Withdrawn",-77,65,-77,65 +"802",642730,NA,NA,3,NA,3.7,1,NA,7.51351351351351,3.14285714285714,1,1.5,6.42857142857143,NA,1.14285714285714,2,1.16666666666667,NA,86,"M","East Anglian Region","Lower Than A Level","80-90%","0-35",0,60,"N","Fail",-129,NA,-129,NA +"803",642740,3.5,1,2.74566473988439,NA,5.11494252873563,1.28571428571429,1.16666666666667,7.43478260869565,4.25,1.07142857142857,1.07692307692308,12.4418604651163,NA,1.44444444444444,1.77364864864865,1.17307692307692,96.1428571428571,93.4,"M","West Midlands Region","A Level or Equivalent","90-100%","0-35",0,60,"N","Distinction",-29,NA,-29,NA +"804",642750,5,2,3.15789473684211,NA,4.28455284552845,1,1.17647058823529,6.22183098591549,2.93333333333333,1,1.18181818181818,3.94886363636364,NA,2.07575757575758,1.60714285714286,1.14634146341463,92.7142857142857,89.6,"M","London Region","HE Qualification","0-10%","35-55",0,90,"N","Distinction",-31,NA,-31,NA +"805",642790,NA,NA,3.61764705882353,NA,5.64102564102564,1,1.2,8.02469135802469,2.44444444444444,1,NA,5.5,NA,1.07142857142857,1.96,1.11111111111111,NA,56,"M","London Region","Lower Than A Level","10-20","35-55",0,150,"N","Withdrawn",-147,12,-147,12 +"806",642840,NA,NA,2.48275862068966,NA,3.95833333333333,1.5,3,7.85384615384615,2.36363636363636,1,1.66666666666667,10.2592592592593,NA,1.81481481481481,1.624,1.14285714285714,73,71.3333333333333,"M","West Midlands Region","Lower Than A Level","40-50%","0-35",0,120,"Y","Fail",-133,NA,-133,NA +"807",642843,5.2,2,3.1195652173913,1,6.68527918781726,1.84615384615385,1.5,6.97122302158273,2.16666666666667,1.81818181818182,1.08333333333333,9.43589743589744,NA,1.35087719298246,2.25078369905956,1.59090909090909,59.5714285714286,63,"M","South Region","Lower Than A Level","80-90%","35-55",0,120,"Y","Pass",-99,NA,-99,NA +"808",642872,NA,NA,2.14705882352941,NA,8.90094339622642,1,1.32941176470588,4.46105919003115,3.875,1,1.41666666666667,12.1361256544503,NA,1.11594202898551,1.60322580645161,1.32692307692308,86.1428571428571,83.2,"M","East Midlands Region","Lower Than A Level","20-30%","35-55",0,90,"N","Pass",-149,NA,-149,NA +"809",642909,NA,NA,3.41379310344828,NA,3.57142857142857,2,1.33333333333333,7.61666666666667,1,1,NA,14.4102564102564,NA,1.05263157894737,1.73417721518987,2.11111111111111,76.1428571428571,50.6,"M","North Western Region","A Level or Equivalent","60-70%","0-35",0,120,"N","Pass",-140,NA,-140,NA +"810",642939,NA,NA,3.70833333333333,NA,4.64705882352941,1.4,NA,6.2156862745098,4.6,NA,1.5,9,NA,1.75,2.52,1,82,70,"M","South Region","Lower Than A Level","50-60%","35-55",0,60,"N","Withdrawn",-136,34,-136,34 +"811",643069,NA,NA,2.0875,6,5,1.75,NA,4.91304347826087,2.16666666666667,1,NA,14.3571428571429,NA,1.36666666666667,1.52201257861635,1.52380952380952,73.4285714285714,57.4,"M","North Western Region","A Level or Equivalent","70-80%","0-35",0,90,"N","Pass",-129,NA,-129,NA +"812",643202,2.71428571428571,1,2.25850340136054,NA,3.20714285714286,1,1.2093023255814,5.39024390243902,2.85714285714286,1,1.04347826086957,8.87951807228916,NA,1.09090909090909,1.56223175965665,1.25,77.2857142857143,85.4,"M","East Midlands Region","HE Qualification","50-60%","0-35",0,60,"N","Distinction",-93,NA,-93,NA +"813",643220,NA,NA,4.01754385964912,NA,3.12903225806452,1.33333333333333,2.2,6.46753246753247,1.4,1,NA,14.8947368421053,NA,1.6875,1.67021276595745,1.33333333333333,77.4285714285714,93,"M","East Midlands Region","HE Qualification","40-50%","0-35",0,60,"N","Distinction",-23,NA,-23,NA +"814",643273,3.66666666666667,1,3.87434554973822,NA,4.03571428571429,1.4,1.88888888888889,8.1505376344086,1.55555555555556,1,1.3,9.79041916167665,NA,1.34375,1.85767790262172,1.35897435897436,85.1428571428571,68,"M","South Region","Lower Than A Level","80-90%","35-55",0,60,"N","Pass",-93,NA,-93,NA +"815",643326,14.4285714285714,1,3.03571428571429,1,4.94565217391304,1.11111111111111,1.41666666666667,9.79960707269155,5.92307692307692,1.375,1.45454545454545,11.9382716049383,NA,2.10169491525424,2.25055928411633,1.38095238095238,64.1428571428571,52,"F","West Midlands Region","A Level or Equivalent","10-20","0-35",0,60,"N","Pass",-37,NA,-37,NA +"816",643372,NA,NA,2.77777777777778,NA,3.57692307692308,2,NA,2.4468085106383,NA,1,NA,1.66666666666667,NA,1.5,1.59183673469388,1,NA,76,"F","North Western Region","A Level or Equivalent","30-40%","0-35",0,60,"N","Fail",-67,NA,-67,NA +"817",643466,2.25,NA,2.52121212121212,NA,4.68421052631579,1.25,1.10526315789474,4.82242990654206,1.16666666666667,1.16666666666667,1.15384615384615,9.92857142857143,NA,1.05,1.4368932038835,1.17142857142857,98.4285714285714,91.8,"M","North Region","HE Qualification","","0-35",0,60,"N","Pass",-21,NA,-21,NA +"818",643477,4.5,1,2.70408163265306,NA,6.008,1.5,2.6,7.42079207920792,3.78125,1.44444444444444,1.1304347826087,5.26666666666667,NA,1.15151515151515,2.02105263157895,1.25490196078431,80.2857142857143,79.6,"M","Scotland","A Level or Equivalent","40-50%","35-55",0,60,"N","Pass",-112,NA,-112,NA +"819",643496,NA,NA,2.60103626943005,NA,5.36274509803922,1,1.5,4.96240601503759,1.66666666666667,1,1.23809523809524,14.8698224852071,NA,1.32142857142857,2.10869565217391,1.30434782608696,93.2857142857143,78.2,"F","South East Region","A Level or Equivalent","50-60%","0-35",0,60,"Y","Pass",-44,NA,-44,NA +"820",643502,NA,NA,2.42857142857143,NA,3.49367088607595,1.25,1,4.08148148148148,NA,1.66666666666667,NA,13.1224489795918,NA,1.05882352941176,1.57522123893805,1.33333333333333,82,79.8,"M","South Region","A Level or Equivalent","90-100%","0-35",0,120,"N","Pass",-67,NA,-67,NA +"821",643591,3,NA,3.17832167832168,1,5.80132450331126,1.16666666666667,1.66666666666667,5.21671018276762,2.57142857142857,1,1.25,10.0804597701149,NA,1.24324324324324,1.5375,1.5,78.5714285714286,90.2,"M","South West Region","A Level or Equivalent","30-40%","0-35",0,60,"N","Distinction",-66,NA,-66,NA +"822",643653,NA,NA,2.70394736842105,NA,4.19642857142857,1,1.28571428571429,6.14012738853503,1.75,1.25,1.26666666666667,11.5057471264368,NA,1.05263157894737,1.77622377622378,1.54166666666667,70.4285714285714,76.4,"F","South Region","A Level or Equivalent","50-60%","0-35",0,60,"Y","Pass",-142,NA,-142,NA +"823",643690,NA,NA,1.42857142857143,NA,4.23529411764706,2,NA,5.2972972972973,NA,1,NA,2.375,NA,1.14285714285714,2.09375,1.6,NA,66,"M","South West Region","Lower Than A Level","40-50%","0-35",0,180,"N","Withdrawn",-84,101,-84,101 +"824",643696,NA,NA,3.1340206185567,NA,4,1.6,4.5,7.77659574468085,3,1.33333333333333,NA,2,NA,1.33333333333333,2.04225352112676,1.09090909090909,NA,66.3333333333333,"M","South West Region","Lower Than A Level","40-50%","0-35",0,120,"N","Fail",-155,NA,-155,NA +"825",643751,4.7,2,4.21296296296296,NA,3.60135135135135,1.09090909090909,1.22222222222222,5.73634651600753,2.58333333333333,1.21739130434783,1.21621621621622,8.64335664335664,NA,1.45762711864407,1.96686746987952,1.10294117647059,88.7142857142857,85.4,"M","South East Region","HE Qualification","50-60%","35-55",0,60,"N","Distinction",-53,NA,-53,NA +"826",643754,NA,NA,3.67313915857605,NA,5.76190476190476,1.28571428571429,2.3,5.7568093385214,2.24242424242424,1,1,19.3620689655172,NA,1.2972972972973,1.93393393393393,1.5,90.1428571428571,91.6,"F","South East Region","HE Qualification","30-40%","0-35",0,60,"N","Distinction",-84,NA,-84,NA +"827",643757,NA,NA,3.41176470588235,NA,3.43243243243243,1,NA,2.73333333333333,NA,NA,NA,1.2,NA,1.17647058823529,1.28378378378378,2,NA,57,"M","West Midlands Region","HE Qualification","0-10%","0-35",0,120,"N","Fail",-70,NA,-70,NA +"828",644025,2,1,1.86301369863014,NA,3.03030303030303,1.66666666666667,1.80645161290323,5.61648745519713,3.22222222222222,1.14285714285714,NA,6.73282442748092,NA,1.51851851851852,1.62980769230769,1.36666666666667,78.8571428571429,75.4,"F","East Midlands Region","A Level or Equivalent","90-100%","0-35",0,120,"N","Pass",-101,NA,-101,NA +"829",644210,NA,1,2.9,NA,3.01694915254237,1,1,8.4,4.4,1,1.25,13.6818181818182,NA,1.5625,1.86776859504132,1.15384615384615,77.8571428571429,70.4,"M","South West Region","Lower Than A Level","80-90%","0-35",0,180,"Y","Pass",-136,NA,-136,NA +"830",644303,NA,NA,2.63157894736842,NA,5.66666666666667,1.66666666666667,NA,8.81081081081081,7.83333333333333,1,NA,3.57142857142857,NA,1.625,2.79411764705882,1.33333333333333,NA,76,"F","East Midlands Region","Lower Than A Level","10-20","0-35",0,60,"N","Withdrawn",-144,72,-144,72 +"831",644343,1,NA,3.2875,NA,3.45,1.25,NA,4.51694915254237,1,1,NA,10.2033898305085,NA,1.5,1.84158415841584,1,66.3333333333333,65.4,"M","South West Region","Lower Than A Level","90-100%","0-35",0,120,"N","Pass",-136,NA,-136,NA +"832",644361,2.4,2,6.37007874015748,NA,16.6258992805755,1.875,1.81818181818182,7.4353982300885,2.55555555555556,1.55555555555556,1.375,11.1809954751131,NA,1.71111111111111,2.42566191446029,1.48484848484848,85.5714285714286,85.4,"F","North Western Region","Lower Than A Level","40-50%","35-55",0,120,"N","Pass",-148,NA,-148,NA +"833",644369,NA,NA,2.77586206896552,NA,2.78723404255319,1,1.5,2.43820224719101,1.33333333333333,1,NA,12.8888888888889,NA,1.6304347826087,1.30612244897959,1,78.1428571428571,77.6,"M","Wales","Lower Than A Level","70-80%","0-35",0,150,"N","Pass",-8,NA,-8,NA +"834",644430,NA,NA,2.81818181818182,NA,3.21052631578947,1,1,3.96296296296296,1,1,NA,NA,NA,1.16666666666667,1.73684210526316,1.4,NA,66,"F","East Anglian Region","Lower Than A Level","40-50%","0-35",0,120,"N","Fail",-15,NA,-15,NA +"835",644450,2.8,3,3.40926640926641,NA,5.83568075117371,2,1.36585365853659,6.27648114901257,2,1.63157894736842,1.15217391304348,7.57894736842105,NA,1.11363636363636,1.7984693877551,1.23880597014925,86.5714285714286,91.6,"M","East Midlands Region","Lower Than A Level","40-50%","0-35",0,60,"N","Distinction",-153,NA,-153,NA +"836",644508,1,NA,3.69798657718121,NA,6.07758620689655,2.6,1.66666666666667,4.65193370165746,1,1,NA,14.6298701298701,NA,1.2962962962963,1.84408602150538,1.46153846153846,73.8571428571429,85.4,"F","South Region","Lower Than A Level","40-50%","0-35",0,60,"N","Pass",-107,NA,-107,NA +"837",644761,NA,NA,3.38934426229508,NA,6.02797202797203,1.33333333333333,1.38095238095238,6.57466063348416,4.25,1,1.5,8.16304347826087,NA,1.25,1.71641791044776,1.56521739130435,89.7142857142857,88,"M","East Midlands Region","A Level or Equivalent","70-80%","0-35",0,60,"N","Pass",-129,NA,-129,NA +"838",644784,NA,NA,3.58041958041958,NA,7.03333333333333,1.25,1.57142857142857,6.13157894736842,4.4,1,1.33333333333333,10.4303797468354,NA,1.55882352941176,2.04807692307692,1.67647058823529,80.7142857142857,70.75,"M","East Midlands Region","A Level or Equivalent","0-10%","0-35",0,60,"N","Pass",-147,NA,-147,NA +"839",644791,4.16666666666667,1,3.50743494423792,NA,4.68032786885246,1.16666666666667,1,6.77777777777778,2.75,1.83333333333333,1.27272727272727,7.89393939393939,NA,1.07317073170732,1.71646341463415,1.3125,89.1428571428571,87.2,"M","East Midlands Region","Lower Than A Level","20-30%","35-55",0,60,"N","Pass",-150,NA,-150,NA +"840",644818,3.66666666666667,1,1.95744680851064,NA,4.28571428571429,1.75,3.1,5.95801526717557,2.24,1,1.125,28.032967032967,NA,1.04545454545455,1.34939759036145,1.26086956521739,98.2857142857143,85.6,"M","Scotland","Lower Than A Level","20-30%","35-55",0,60,"N","Pass",-94,NA,-94,NA +"841",644847,4,1,2.27044025157233,NA,3.89814814814815,1.33333333333333,3.1,4.20703125,2,1.25,1,8,NA,1.45454545454545,1.68508287292818,1.34782608695652,78.7142857142857,67.5,"M","North Western Region","Lower Than A Level","0-10%","0-35",0,150,"N","Pass",-153,NA,-153,NA +"842",644871,NA,NA,2.22222222222222,NA,5.1,1,NA,6.36363636363636,1,1,NA,NA,NA,1.44444444444444,1.32,1,NA,72,"M","North Region","A Level or Equivalent","10-20","0-35",0,60,"N","Withdrawn",-148,12,-148,12 +"843",644936,1,NA,4.6551724137931,NA,3.30357142857143,1,1.25,6.91869918699187,NA,1.66666666666667,NA,10.4259259259259,NA,1.14285714285714,1.76237623762376,1.2,82.2857142857143,62.8,"F","South East Region","A Level or Equivalent","60-70%","0-35",0,120,"N","Pass",-81,NA,-81,NA +"844",644974,3.5,NA,3.59074733096085,NA,3.37229437229437,1,NA,3.26241134751773,7.2,1,1.35483870967742,5.64044943820225,NA,1.225,1.77179487179487,1.26530612244898,94.2857142857143,85.6,"M","London Region","A Level or Equivalent","80-90%","35-55",0,120,"N","Distinction",-155,NA,-155,NA +"845",645003,NA,NA,3.31034482758621,NA,3.06666666666667,1.66666666666667,NA,9.26168224299065,8,1,1.5,10.2857142857143,NA,1.75,1.85074626865672,1.28571428571429,63,80.3333333333333,"M","North Region","Lower Than A Level","10-20","0-35",0,60,"N","Fail",-41,NA,-41,NA +"846",645020,NA,NA,2.21666666666667,NA,4.34814814814815,1.6,1,3.38974358974359,1.90909090909091,1,2,7.85148514851485,NA,1.14814814814815,1.58962264150943,1.24,70.2857142857143,69.2,"M","Ireland","A Level or Equivalent","60-70%","0-35",0,60,"N","Pass",-98,NA,-98,NA +"847",645078,2.5,NA,1.97945205479452,NA,3.62962962962963,1,1.3,7.50798722044728,2.83333333333333,1,1.15384615384615,10.6382978723404,NA,1.07142857142857,1.66812227074236,1.29166666666667,89.2857142857143,88,"M","South East Region","A Level or Equivalent","20-30%","0-35",0,60,"N","Distinction",-86,NA,-86,NA +"848",645145,NA,NA,2.43478260869565,NA,3.875,1,3,1.57142857142857,1,1,NA,1,NA,1.33333333333333,1.64102564102564,1,NA,48.6666666666667,"M","South East Region","Lower Than A Level","60-70%","0-35",0,120,"N","Fail",-141,NA,-141,NA +"849",645366,NA,NA,2.41025641025641,NA,4.20689655172414,1.16666666666667,3,4.89583333333333,1.71428571428571,1,1.5,9.44444444444444,NA,1.45454545454545,2.32608695652174,1.16666666666667,NA,70,"M","North Western Region","Lower Than A Level","10-20","35-55",0,60,"N","Withdrawn",-142,75,-142,75 +"850",645405,6.4,1,2.94809688581315,NA,7.62209302325581,1.5,1.125,8.03475935828877,4.03571428571429,1.7,1.16666666666667,11.1527777777778,NA,1.35714285714286,1.83870967741935,1.66037735849057,89.7142857142857,87.2,"M","South West Region","Lower Than A Level","70-80%","35-55",0,120,"N","Pass",-115,NA,-115,NA +"851",645433,NA,NA,2.9622641509434,NA,2.71794871794872,2.5,1.5,3.32941176470588,1.33333333333333,NA,NA,2,NA,1.2,1.3448275862069,1,NA,88.75,"M","Scotland","A Level or Equivalent","30-40%","35-55",0,60,"N","Withdrawn",-79,164,-79,164 +"852",645496,NA,1,2.09756097560976,1,6.14084507042254,2,2,5.46596858638743,1.81818181818182,1.66666666666667,1.5,7.2962962962963,NA,1.04347826086957,1.79245283018868,1.38709677419355,77.5,63.75,"M","South West Region","Lower Than A Level","0-10%","35-55",0,90,"Y","Fail",-155,NA,-155,NA +"853",645518,NA,1,2.98601398601399,NA,5.67647058823529,2,3.25,6.05381165919283,2.22222222222222,1,1.83333333333333,8.4622641509434,NA,1.84126984126984,1.88317757009346,1.23809523809524,77.8571428571429,83.4,"M","Scotland","Lower Than A Level","80-90%","35-55",0,60,"N","Fail",-51,NA,-51,NA +"854",645586,1,NA,4.92105263157895,2,3.95180722891566,2.33333333333333,1.5,4.14166666666667,3.13333333333333,1,1.33333333333333,10.0526315789474,NA,1.05263157894737,1.65942028985507,1.13333333333333,81.4285714285714,79.8,"M","Scotland","HE Qualification","10-20","0-35",0,90,"N","Pass",-63,NA,-63,NA +"855",645705,3.5,NA,1.78048780487805,26,3.14018691588785,1,1,8.54074074074074,2.5,1,1.41666666666667,16.8837209302326,NA,1.29166666666667,1.59880239520958,1.33333333333333,62.8571428571429,74,"M","Wales","A Level or Equivalent","70-80%","0-35",0,120,"N","Pass",-56,NA,-56,NA +"856",645732,NA,NA,2.7258064516129,NA,3.03846153846154,2,1,7.34653465346535,4,1,1.42857142857143,13.8222222222222,NA,1.14285714285714,1.66304347826087,2.14285714285714,79.5714285714286,82,"M","East Midlands Region","A Level or Equivalent","60-70%","0-35",0,60,"N","Pass",-155,NA,-155,NA +"857",645784,1.625,NA,2.81592039800995,NA,3.8041958041958,1,1,4.79518072289157,2.375,1.16666666666667,1.14814814814815,10.0588235294118,NA,1.03846153846154,1.47428571428571,1.18421052631579,79.7142857142857,69.6,"F","Scotland","Lower Than A Level","10-20","0-35",0,90,"N","Pass",-106,NA,-106,NA +"858",645790,NA,NA,1,NA,2.45454545454545,1.5,NA,1.15384615384615,NA,NA,NA,1,NA,1.66666666666667,1.33333333333333,NA,NA,49,"M","West Midlands Region","A Level or Equivalent","80-90%","0-35",0,120,"N","Fail",-150,NA,-150,NA +"859",645840,2.14285714285714,NA,3.48275862068966,1,6.59440559440559,1.33333333333333,3,6.74129353233831,3,1,1.3030303030303,9.61176470588235,NA,1.28,1.76712328767123,1.17894736842105,61.8571428571429,26.6,"M","Ireland","Lower Than A Level","90-100%","35-55",0,120,"N","Fail",-129,NA,-129,NA +"860",645880,1,1,2.84615384615385,NA,4.86486486486486,1,1.57142857142857,6.69491525423729,1,1,NA,13.7142857142857,NA,1.11764705882353,1.96808510638298,1,67.6666666666667,68.75,"M","Scotland","A Level or Equivalent","0-10%","0-35",0,60,"N","Fail",-91,NA,-91,NA +"861",645948,NA,1,3.44857142857143,NA,4.9438202247191,1,1,1.9,1.54545454545455,1,1.3,8.97260273972603,NA,1.04166666666667,1.62068965517241,1.07692307692308,81.5714285714286,80.75,"M","West Midlands Region","Lower Than A Level","20-30%","0-35",0,90,"N","Pass",-122,NA,-122,NA +"862",645960,NA,NA,2.62307692307692,NA,4.42253521126761,1,1.33333333333333,5.23577235772358,1.25,NA,1.5,9.43421052631579,NA,1.73913043478261,2.29906542056075,1.11764705882353,56.5714285714286,82,"F","Wales","A Level or Equivalent","70-80%","0-35",0,120,"N","Pass",-15,NA,-15,NA +"863",645997,2.14285714285714,2,2.33112582781457,NA,4.44827586206897,1,4,6.04123711340206,2.71428571428571,1.07692307692308,1.22727272727273,7.39041095890411,NA,1.2258064516129,2.18942731277533,1.44444444444444,66.5714285714286,70.2,"M","London Region","HE Qualification","10-20","0-35",0,90,"N","Pass",-60,NA,-60,NA +"864",646015,4.33333333333333,NA,2.98198198198198,NA,2.80555555555556,1.5,1.27272727272727,5.33862433862434,4.26315789473684,1,1.16666666666667,11.6842105263158,NA,1.18518518518519,1.58278145695364,1.14705882352941,88.4285714285714,89.2,"M","South Region","A Level or Equivalent","40-50%","0-35",0,60,"N","Distinction",-148,NA,-148,NA +"865",646017,3.25,NA,3.33285509325682,NA,5.24090909090909,1,1.33333333333333,5.1006160164271,2.33333333333333,1,1.125,8.21176470588235,NA,1.33333333333333,1.73061224489796,1.18421052631579,81.1428571428571,77.8,"M","South West Region","A Level or Equivalent","0-10%","0-35",0,90,"N","Pass",-154,NA,-154,NA +"866",646053,NA,NA,2.05128205128205,NA,4.54545454545455,2,1.66666666666667,6.96875,3.75,1.125,1.5,10.5714285714286,NA,1.34782608695652,1.96363636363636,1.32142857142857,79.7142857142857,85.8,"M","East Anglian Region","A Level or Equivalent","40-50%","0-35",0,120,"Y","Pass",-87,NA,-87,NA +"867",646074,1,1.33333333333333,4.17757009345794,NA,5.425,1.5,1.33333333333333,7.67796610169492,3.33333333333333,1.11111111111111,1.27272727272727,9.25352112676056,NA,1.15384615384615,2.52059925093633,1.46153846153846,88.8571428571429,87,"M","London Region","Lower Than A Level","70-80%","35-55",0,90,"N","Pass",-35,NA,-35,NA +"868",646085,3.5,1.33333333333333,2.52671755725191,2,5.15,1.25,1.13333333333333,6.40983606557377,3.18181818181818,1.14285714285714,1.28571428571429,6.95614035087719,NA,1.56140350877193,1.56363636363636,1.3030303030303,89.2857142857143,92.4,"F","Yorkshire Region","A Level or Equivalent","60-70%","35-55",0,60,"N","Distinction",-36,NA,-36,NA +"869",646091,NA,NA,4.68,NA,3.04347826086957,1,3.5,3.73333333333333,NA,1,NA,17,NA,1.4,1.84615384615385,1,NA,76,"M","North Region","A Level or Equivalent","0-10%","0-35",0,120,"N","Withdrawn",-70,12,-70,12 +"870",646138,4,NA,2.88888888888889,NA,2.64912280701754,1,2,9.45283018867925,2.5,1,1.41666666666667,13.7777777777778,NA,1.30769230769231,1.51851851851852,1.5,77.5714285714286,88.4,"M","North Western Region","Lower Than A Level","80-90%","0-35",0,90,"N","Pass",-154,NA,-154,NA +"871",646313,3.66666666666667,1,3,NA,4.75,1.25,2,9.9025641025641,2.375,1.09090909090909,1.2,8.16483516483516,NA,1.36363636363636,2.19444444444444,1.5625,69.8571428571429,67.6,"F","Scotland","A Level or Equivalent","0-10%","0-35",0,60,"N","Pass",-109,NA,-109,NA +"872",646357,2.71428571428571,NA,2.90128755364807,1,4.23809523809524,1.14285714285714,1,5.92356687898089,2.02941176470588,1.125,1.13333333333333,7.39416058394161,NA,1.36842105263158,1.48524590163934,1.31481481481481,86.2857142857143,92.6,"M","Wales","Lower Than A Level","30-40%","35-55",0,60,"N","Distinction",-38,NA,-38,NA +"873",646402,1.5,1,2.22727272727273,NA,3.90298507462687,1.5,1,4.79081632653061,3.5,1.14285714285714,1,9.50746268656716,NA,1.41666666666667,1.76136363636364,1.58333333333333,87.4285714285714,93.2,"M","Scotland","Post Graduate Qualification","50-60%","0-35",0,120,"N","Pass",-94,NA,-94,NA +"874",646460,1.66666666666667,2,2.69642857142857,NA,4.03092783505155,1.33333333333333,1,9.7603305785124,4,1,1.25,12.6166666666667,NA,1.03846153846154,1.54421768707483,1.17391304347826,70.2857142857143,80.4,"M","South East Region","Lower Than A Level","20-30%","0-35",0,60,"N","Pass",-64,NA,-64,NA +"875",646539,NA,NA,2.89473684210526,NA,4.34920634920635,2,NA,5.42168674698795,1.33333333333333,1,1.75,12.4181818181818,NA,1.21428571428571,1.77678571428571,1,87.5714285714286,70.8,"F","Scotland","HE Qualification","0-10%","0-35",0,90,"N","Pass",-79,NA,-79,NA +"876",646540,2.4,1.5,2.49726775956284,NA,3.59803921568627,1.66666666666667,3,6.48616600790514,2.63636363636364,1,1.09375,11.6688741721854,NA,1.11764705882353,1.56476683937824,1.07407407407407,95.8571428571429,90.8,"M","West Midlands Region","A Level or Equivalent","70-80%","0-35",0,60,"N","Distinction",-24,NA,-24,NA +"877",646551,5.25,1,1.62962962962963,NA,3.54819277108434,1.2,1.25,8.18766756032172,2.44444444444444,1.16666666666667,1.125,10.5885714285714,NA,1.53731343283582,2.07720588235294,1.43478260869565,83.4285714285714,86.2,"M","London Region","A Level or Equivalent","40-50%","35-55",0,60,"N","Pass",-150,NA,-150,NA +"878",646638,NA,NA,1.97142857142857,NA,2.76785714285714,1,NA,4.25974025974026,NA,NA,NA,12.1,NA,1.2,1.52222222222222,3,87.1428571428571,70.2,"M","East Anglian Region","A Level or Equivalent","50-60%","0-35",0,120,"N","Pass",-17,NA,-17,NA +"879",646670,2.66666666666667,NA,2.90697674418605,NA,4.89473684210526,2,4.07142857142857,6.01990049751244,NA,NA,NA,15.4603174603175,NA,1.04,2.14,1.36363636363636,76.4285714285714,67.8,"M","South East Region","A Level or Equivalent","40-50%","0-35",0,120,"N","Pass",-155,NA,-155,NA +"880",646734,NA,NA,1.83783783783784,NA,3.27586206896552,NA,2,4.76470588235294,NA,NA,NA,1,NA,1.5,1.54166666666667,NA,NA,64.5,"M","Scotland","A Level or Equivalent","50-60%","0-35",0,90,"N","Withdrawn",-70,196,-70,196 +"881",646742,NA,NA,2.375,NA,3.83333333333333,1,1.5,3.04347826086957,1.5,1,NA,1,NA,1.28571428571429,2.13157894736842,1,NA,62,"M","North Western Region","A Level or Equivalent","60-70%","0-35",0,210,"N","Withdrawn",-122,75,-122,75 +"882",646750,1,NA,2.29126213592233,NA,2.54651162790698,1.5,2.125,4.04255319148936,1.58333333333333,NA,1.0625,10.40625,NA,1.27272727272727,1.48672566371681,1.4,88.2857142857143,87,"M","North Region","A Level or Equivalent","","0-35",0,120,"N","Pass",-87,NA,-87,NA +"883",646778,1.5,NA,3.78468899521531,NA,4.35087719298246,1.66666666666667,1.5,9.61363636363636,6,1,1.5,7.64444444444444,NA,1.26923076923077,2.03629032258065,1.5,89.7142857142857,83.8,"M","London Region","A Level or Equivalent","30-40%","35-55",0,60,"N","Distinction",-129,NA,-129,NA +"884",646807,NA,NA,1.84375,NA,3.25396825396825,1,1,5.98347107438016,2,1,1.5,8.29032258064516,NA,1.17391304347826,1.7593984962406,1.07692307692308,87.6666666666667,83.6666666666667,"M","East Midlands Region","Lower Than A Level","50-60%","0-35",0,180,"N","Withdrawn",-22,137,-22,137 +"885",646990,1,NA,2.42307692307692,NA,3.16981132075472,1,1,4.79320113314448,2.88888888888889,1,1.36363636363636,8.06106870229008,NA,1.17647058823529,1.76763485477178,1.28571428571429,87.2857142857143,89.6,"M","East Midlands Region","A Level or Equivalent","30-40%","35-55",0,120,"N","Pass",-155,NA,-155,NA +"886",647005,NA,NA,2.73913043478261,NA,3.32258064516129,1.75,11,6.61904761904762,3.1,1,1.71428571428571,13.1666666666667,NA,1.125,1.9,1.125,79,91,"M","West Midlands Region","Lower Than A Level","40-50%","0-35",0,60,"N","Withdrawn",-112,12,-112,12 +"887",647033,NA,NA,2.4,NA,2.69230769230769,1,1,2.65,1,1,NA,1,NA,1.25,2,NA,NA,70,"M","Yorkshire Region","Lower Than A Level","10-20","0-35",0,120,"Y","Withdrawn",-28,12,-28,12 +"888",647040,6,NA,4.34736842105263,NA,4.72307692307692,1.6,1.34782608695652,7.08296943231441,2.54054054054054,1,1.625,12.9591836734694,NA,1.33333333333333,1.57425742574257,1.67692307692308,75.7142857142857,82,"M","London Region","A Level or Equivalent","30-40%","35-55",0,120,"N","Pass",-37,NA,-37,NA +"889",647045,NA,NA,4.92857142857143,NA,7.41379310344828,1.5,1,6.84126984126984,1.25,2,NA,7.3,NA,2.2,2.775,1.04545454545455,NA,48,"F","Wales","Lower Than A Level","0-10%","35-55",0,90,"N","Fail",-150,NA,-150,NA +"890",647154,NA,NA,3.50877192982456,NA,2.97402597402597,3,NA,6.03875968992248,5.25,1,1.66666666666667,14.5079365079365,NA,1.08,1.75471698113208,1.47058823529412,67,65.6,"M","London Region","A Level or Equivalent","10-20","0-35",0,60,"N","Pass",-143,NA,-143,NA +"891",647169,2.16666666666667,2,1.79329608938547,NA,3.55833333333333,1,7,8.09452736318408,2.09090909090909,1.88888888888889,1.42307692307692,8.82666666666667,NA,1.04761904761905,1.52380952380952,1.40909090909091,92.8571428571429,91.6,"M","Yorkshire Region","A Level or Equivalent","70-80%","0-35",0,120,"N","Distinction",-129,NA,-129,NA +"892",647171,NA,NA,2.21428571428571,NA,3.33333333333333,1.33333333333333,1,2.95,NA,1,NA,1,NA,1.14285714285714,1.67857142857143,1.5,NA,68,"M","London Region","Lower Than A Level","10-20","0-35",0,120,"Y","Fail",-154,NA,-154,NA +"893",647210,NA,NA,3.36607142857143,NA,5.08695652173913,1,2,6.71428571428571,2.89473684210526,NA,1.5,8.5,NA,1.125,1.57142857142857,1,NA,80,"M","Yorkshire Region","Lower Than A Level","20-30%","0-35",0,60,"N","Withdrawn",-153,54,-153,54 +"894",647320,NA,NA,3.27896995708155,NA,4.94067796610169,2.33333333333333,1,6.24503311258278,1.72727272727273,1,1.5,14.4583333333333,NA,1.2258064516129,1.84920634920635,1.9047619047619,87,84.2,"F","Ireland","Lower Than A Level","30-40%","0-35",0,120,"N","Pass",-23,NA,-23,NA +"895",647324,4.5,1,2.75842696629213,NA,5.30434782608696,1,1.29545454545455,6.71647509578544,2.21428571428571,1.28571428571429,1.375,12.9466666666667,NA,1.32352941176471,1.39655172413793,1.15789473684211,87.5714285714286,88.6,"M","East Midlands Region","A Level or Equivalent","0-10%","0-35",0,120,"Y","Distinction",-154,NA,-154,NA +"896",647339,NA,NA,3.45205479452055,NA,4.42857142857143,1,2.5,2.02702702702703,2,1,NA,4.42857142857143,NA,1.41025641025641,1.63333333333333,1,NA,85,"M","East Midlands Region","A Level or Equivalent","60-70%","0-35",0,90,"N","Fail",-127,NA,-127,NA +"897",647348,NA,NA,8.45454545454546,NA,5.5,2,NA,4.68181818181818,1,NA,NA,3.66666666666667,NA,1,2.2,1,NA,69,"F","South East Region","A Level or Equivalent","50-60%","0-35",0,60,"N","Withdrawn",-141,12,-141,12 +"898",647391,NA,NA,2.8,NA,3.2,1,2,4.05042016806723,NA,1,NA,15.7611940298507,NA,1.20689655172414,1.696,1.2,76.2857142857143,74.6,"F","Scotland","HE Qualification","0-10%","0-35",0,150,"N","Pass",-78,NA,-78,NA +"899",647398,2,NA,1.91578947368421,NA,3.37301587301587,1.33333333333333,NA,8.77639751552795,3.8,1.5,NA,9.93939393939394,NA,1.11111111111111,1.61313868613139,1.5,71.2857142857143,77,"M","South Region","A Level or Equivalent","70-80%","0-35",0,90,"N","Pass",-155,NA,-155,NA +"900",647399,2.6,1,3.49107142857143,NA,7.32432432432432,2,2,5.68168168168168,2.55555555555556,1,1.21428571428571,8.75221238938053,NA,1.26829268292683,1.63636363636364,1.31818181818182,87.5714285714286,85.2,"F","East Midlands Region","A Level or Equivalent","50-60%","0-35",0,120,"Y","Pass",-154,NA,-154,NA +"901",647417,NA,NA,NA,NA,2.16666666666667,NA,NA,1.22222222222222,NA,NA,NA,9,NA,1,1.3125,1,90.5,NA,"M","West Midlands Region","A Level or Equivalent","10-20","0-35",0,120,"Y","Withdrawn",-77,12,-77,12 +"902",647425,2.73333333333333,1,3.83189655172414,NA,5.36305732484076,1.35294117647059,1.25,7.66822429906542,1.96969696969697,1.11764705882353,1.23809523809524,8.06756756756757,NA,1.375,1.73160762942779,1.1656050955414,78.2857142857143,62.2,"F","Wales","Lower Than A Level","80-90%","35-55",0,120,"N","Pass",-16,NA,-16,NA +"903",647485,NA,NA,2.36082474226804,NA,4.50413223140496,1.4,NA,4.35350318471338,3,1,NA,11.7903225806452,NA,1.25925925925926,1.77165354330709,1.86666666666667,78.1428571428571,62.8,"M","Ireland","A Level or Equivalent","90-100%","0-35",0,60,"Y","Pass",-60,NA,-60,NA +"904",647496,NA,NA,1.525,NA,3.3974358974359,1.33333333333333,NA,3.41791044776119,1,1,NA,9.27380952380952,NA,1.28571428571429,1.47953216374269,1.22222222222222,82.1428571428571,76.5,"M","South West Region","A Level or Equivalent","20-30%","0-35",0,60,"N","Pass",-129,NA,-129,NA +"905",647525,NA,NA,3.97142857142857,NA,4.12121212121212,1,2,4.80434782608696,2.25,1,1.5,5.125,NA,1.57142857142857,2.72222222222222,1.25,NA,66,"M","South West Region","Lower Than A Level","90-100%","0-35",0,60,"N","Withdrawn",-150,67,-150,67 +"906",647765,4.5,NA,2.5,NA,4.52631578947368,1.2,1,7.18181818181818,2.63636363636364,NA,1.5,13.6511627906977,NA,1.27777777777778,1.5959595959596,1.36363636363636,77,72.2,"M","South East Region","Lower Than A Level","30-40%","0-35",0,60,"N","Pass",-127,NA,-127,NA +"907",647784,NA,NA,2.45454545454545,NA,2.82352941176471,1.33333333333333,2,3.17241379310345,NA,1,NA,7.06451612903226,NA,1,1.21875,1,39,38,"F","North Region","HE Qualification","10-20","0-35",0,60,"N","Withdrawn",-154,12,-154,12 +"908",647841,1.71428571428571,NA,2.19512195121951,NA,2.5,1.33333333333333,2,9.15841584158416,4.92857142857143,1,1.33333333333333,10.0857142857143,NA,1.5,1.48611111111111,1.2,69.4285714285714,73,"M","West Midlands Region","Lower Than A Level","50-60%","0-35",0,60,"N","Pass",-108,NA,-108,NA +"909",647898,NA,NA,3.64,NA,3.20879120879121,2.5,NA,5.50602409638554,3,1,1,18.9230769230769,NA,1.38235294117647,2.05185185185185,1.375,94.5714285714286,87.6,"M","Wales","A Level or Equivalent","90-100%","0-35",0,60,"N","Distinction",-37,NA,-37,NA +"910",647910,NA,NA,4.06060606060606,NA,3.89189189189189,NA,NA,8.05357142857143,1,NA,NA,13.6666666666667,NA,1.9,2.33333333333333,NA,NA,37.3333333333333,"F","Yorkshire Region","A Level or Equivalent","10-20","0-35",0,120,"N","Fail",-144,NA,-144,NA +"911",647915,NA,NA,2.84444444444444,NA,4.34615384615385,1.5,3,5.52941176470588,4,1,NA,NA,NA,1,1.65714285714286,1.16666666666667,NA,82,"M","Scotland","A Level or Equivalent","60-70%","0-35",0,180,"N","Withdrawn",-81,60,-81,60 +"912",647945,NA,NA,1.90163934426229,NA,4.08,1.75,1.33333333333333,5.64393939393939,4,1,1.5,9.3125,NA,1.45,1.48701298701299,1.30769230769231,72.4285714285714,80.6,"M","East Anglian Region","Lower Than A Level","40-50%","0-35",0,120,"N","Pass",-150,NA,-150,NA +"913",647987,NA,1,2.65979381443299,NA,3.32631578947368,1.66666666666667,1.5,5.35294117647059,2.16666666666667,1,1.66666666666667,17.2752293577982,NA,1.05555555555556,1.5045871559633,1,78.3333333333333,69.5,"M","East Midlands Region","Lower Than A Level","30-40%","0-35",0,120,"Y","Fail",-105,NA,-105,NA +"914",648027,1,NA,2.45,NA,4.12121212121212,1,1,6.14388489208633,2.8,NA,1.5,9.58461538461538,NA,1.1,1.81456953642384,2,89,77,"M","North Western Region","A Level or Equivalent","70-80%","0-35",0,90,"N","Pass",-102,NA,-102,NA +"915",648037,3.33333333333333,NA,3.6013986013986,NA,4.63186813186813,1,1.66666666666667,6.81412639405204,3.3,1,NA,22.8985507246377,NA,1.6,2.02727272727273,2.38461538461538,85.5714285714286,91.6,"M","South Region","A Level or Equivalent","40-50%","0-35",0,60,"N","Distinction",-143,NA,-143,NA +"916",648038,2.75,NA,2.7719298245614,1,5.42553191489362,1.2,1.27272727272727,5.75,1.84615384615385,1,1.23809523809524,8.79591836734694,NA,1.26923076923077,1.69327731092437,1.34285714285714,78.7142857142857,73.4,"M","North Western Region","Lower Than A Level","0-10%","0-35",0,120,"N","Pass",-155,NA,-155,NA +"917",648040,1,1,3.38032786885246,NA,6.11891891891892,1,1.125,5.56204379562044,2.23529411764706,1,1.66666666666667,6.72222222222222,NA,1.32432432432432,1.52898550724638,1.65853658536585,90.7142857142857,88,"M","Scotland","Lower Than A Level","10-20","0-35",0,60,"N","Pass",-108,NA,-108,NA +"918",648086,NA,NA,1.96153846153846,NA,3.37634408602151,1.16666666666667,2,5.35449735449735,1,1,NA,15.2708333333333,NA,1.14285714285714,1.53378378378378,1.4,76.8571428571429,81.6,"M","East Anglian Region","Lower Than A Level","60-70%","0-35",0,90,"N","Pass",-141,NA,-141,NA +"919",648105,3.5,4,2.07106598984772,2,3.19858156028369,1.2,1.5,5.56744186046512,1.5,1,1.17241379310345,12.6470588235294,NA,1.13513513513514,1.56741573033708,1.80769230769231,95.2857142857143,83.6,"M","Wales","Lower Than A Level","30-40%","0-35",0,60,"N","Pass",-155,NA,-155,NA +"920",648114,NA,NA,1.57427937915743,NA,3.65714285714286,1,1,4.47242206235012,1,1.33333333333333,NA,13.7703703703704,NA,1.70833333333333,1.65489130434783,1.64,72.8571428571429,74.8,"M","Scotland","Lower Than A Level","80-90%","0-35",0,90,"N","Pass",-101,NA,-101,NA +"921",648116,NA,NA,2.72151898734177,1,2.28571428571429,2.5,NA,7.94557823129252,3.25,1,NA,6.5688622754491,NA,1.25,2.16535433070866,1.2,72,72,"F","North Region","Lower Than A Level","10-20","0-35",0,120,"N","Pass",-88,NA,-88,NA +"922",648140,NA,NA,1.90163934426229,NA,2.83516483516484,NA,NA,2.95652173913043,1.66666666666667,1,NA,9.62337662337662,NA,1.17647058823529,1.80434782608696,1.4,83,76,"M","South Region","A Level or Equivalent","80-90%","0-35",0,120,"N","Pass",-105,NA,-105,NA +"923",648190,NA,NA,8.81818181818182,NA,3.22222222222222,1.5,NA,2.13333333333333,1,1,NA,3,NA,1,1.51724137931034,1,NA,64,"M","North Region","Lower Than A Level","10-20","0-35",0,120,"N","Fail",-155,NA,-155,NA +"924",648244,NA,NA,2.81818181818182,NA,4.08333333333333,2,2,5.7,1,NA,NA,NA,NA,1.2,1.88461538461538,1,NA,58,"F","Wales","HE Qualification","40-50%","0-35",0,120,"N","Fail",-43,NA,-43,NA +"925",648254,NA,NA,2.22727272727273,NA,4.21311475409836,1.25,2.63636363636364,8.43650793650794,1.16666666666667,1.25,NA,16.4473684210526,NA,1.54545454545455,2.06766917293233,1.57142857142857,69.7142857142857,81,"M","East Midlands Region","Lower Than A Level","0-10%","0-35",0,60,"N","Pass",-149,NA,-149,NA +"926",648287,2,NA,2.88652482269504,NA,4.29411764705882,1.5,1.8,6.51530612244898,6.25,NA,1.5,9.44827586206897,NA,1.15384615384615,1.51612903225806,1,76,73.4,"M","Wales","A Level or Equivalent","80-90%","0-35",0,150,"N","Pass",-23,NA,-23,NA +"927",648353,NA,NA,2.27027027027027,NA,5.24324324324324,1,NA,2.45238095238095,NA,1.66666666666667,NA,4.42857142857143,NA,1.61538461538462,1.53703703703704,1.2,NA,66,"M","North Western Region","Lower Than A Level","40-50%","0-35",0,120,"N","Fail",-155,NA,-155,NA +"928",648365,3.15384615384615,1.5,2.95467422096317,NA,5.87280701754386,1.375,1,6.21200750469043,3.2,1,1.1219512195122,5.91954022988506,NA,1.16326530612245,2.19786096256684,1.32380952380952,90.4285714285714,81.6,"M","South West Region","HE Qualification","20-30%","0-35",0,60,"N","Pass",-67,NA,-67,NA +"929",648366,1.8,2,3.29136690647482,NA,4.96449704142012,1.28571428571429,1.2,6.78455284552845,4.23076923076923,1.3,1.11764705882353,10.1184210526316,NA,1.34375,2.07926829268293,1.33333333333333,80.8571428571429,93,"M","London Region","A Level or Equivalent","50-60%","0-35",0,60,"N","Distinction",-129,NA,-129,NA +"930",648455,NA,3,2.28571428571429,2,4.91666666666667,2,NA,5.80952380952381,NA,NA,NA,NA,NA,1.08333333333333,2.13636363636364,1.28571428571429,NA,58,"M","East Anglian Region","A Level or Equivalent","90-100%","0-35",0,120,"N","Fail",-149,NA,-149,NA +"931",648457,NA,NA,2.71052631578947,NA,3.81481481481481,1.75,1.33333333333333,4.55428571428571,2,1,NA,9.78846153846154,NA,1.05,1.57446808510638,1.1,86.4,93.2,"M","South East Region","A Level or Equivalent","60-70%","0-35",0,120,"N","Distinction",-140,NA,-140,NA +"932",648470,2.75,1,2.43103448275862,NA,3.26842105263158,1.33333333333333,NA,7.45212765957447,2.71428571428571,1,1.33333333333333,8.18666666666667,NA,1.26086956521739,1.71264367816092,1.2,84.2857142857143,86.2,"F","South East Region","A Level or Equivalent","30-40%","0-35",0,90,"N","Distinction",-133,NA,-133,NA +"933",648508,NA,NA,2.08333333333333,NA,2.92307692307692,1.5,NA,4.6,NA,NA,NA,9.41666666666667,NA,1.06666666666667,1.4,1.33333333333333,95,87,"M","London Region","A Level or Equivalent","20-30%","0-35",0,120,"Y","Fail",-2,NA,-2,NA +"934",648515,NA,NA,2.28571428571429,NA,2.2258064516129,1,1.5,3.66,2,1,1.5,8.5,NA,1.16666666666667,1.3,1,NA,81,"M","Scotland","A Level or Equivalent","50-60%","0-35",0,120,"N","Fail",-87,NA,-87,NA +"935",648531,1,4,2.68333333333333,NA,3.56363636363636,2,1.25,5.68859649122807,1.77777777777778,1.33333333333333,1.07692307692308,8.07482993197279,NA,1.06896551724138,1.7799043062201,1.125,80.8571428571429,87,"M","London Region","Lower Than A Level","80-90%","0-35",0,150,"Y","Distinction",-58,NA,-58,NA +"936",648536,3.5,NA,2.31832797427653,NA,3.49,1.33333333333333,1.22222222222222,4.86702127659574,3.4,1,1,13.9411764705882,NA,1.17391304347826,1.23595505617978,1.22727272727273,63.8571428571429,88,"M","East Midlands Region","A Level or Equivalent","80-90%","0-35",0,120,"N","Distinction",-155,NA,-155,NA +"937",648564,NA,NA,6.06,NA,4.60975609756098,1.33333333333333,NA,10.3333333333333,4.42857142857143,1,1.5,13.6120689655172,NA,1.14285714285714,2.10606060606061,1.21428571428571,90.4285714285714,84,"M","South Region","A Level or Equivalent","40-50%","0-35",0,120,"N","Pass",-35,NA,-35,NA +"938",648571,6.33333333333333,NA,2.41532258064516,NA,4.80503144654088,1.33333333333333,1.2,4.28571428571429,1.76470588235294,1,1.38888888888889,8.03448275862069,NA,1.05263157894737,1.62730627306273,1.32432432432432,88.1428571428571,92.4,"M","Scotland","A Level or Equivalent","90-100%","0-35",0,90,"N","Distinction",-106,NA,-106,NA +"939",648590,NA,NA,2.09615384615385,NA,1.975,1,2,4.11494252873563,5.25,2,NA,11.3620689655172,NA,1.2,1.73015873015873,1.18181818181818,68.5714285714286,76.6,"M","London Region","A Level or Equivalent","90-100%","0-35",0,120,"N","Pass",-155,NA,-155,NA +"940",648613,NA,NA,4.3768115942029,NA,4.4375,1.25,1.2,7.12765957446809,1,2.5,NA,36,NA,1.11627906976744,2.28440366972477,1,95.5714285714286,83.8,"M","East Anglian Region","A Level or Equivalent","50-60%","0-35",0,60,"N","Pass",-148,NA,-148,NA +"941",648661,NA,NA,2.41935483870968,NA,3.21875,1.125,2,2.44,NA,1,NA,2,NA,1.11904761904762,1.95555555555556,1,NA,76,"M","South West Region","Lower Than A Level","0-10%","35-55",0,60,"Y","Fail",-99,NA,-99,NA +"942",648685,5.71428571428571,2,3.7979274611399,NA,5.25961538461539,1.125,1.25,6.68248175182482,4.94117647058824,1.27272727272727,1.26315789473684,10.8461538461538,NA,1.17241379310345,2.14778325123153,1.41666666666667,84.5714285714286,94,"M","West Midlands Region","A Level or Equivalent","10-20","0-35",0,60,"N","Distinction",-74,NA,-74,NA +"943",648725,NA,NA,7,NA,7.85714285714286,1,2,1.65,1,1.33333333333333,NA,9.5,NA,1,2.59259259259259,1,NA,70,"M","South West Region","A Level or Equivalent","60-70%","0-35",0,120,"N","Withdrawn",-155,12,-155,12 +"944",648804,NA,NA,2.89024390243902,NA,3.18390804597701,1,1,3.13265306122449,2.33333333333333,1,NA,11.7428571428571,NA,1.23076923076923,1.85057471264368,1.16666666666667,85,80.75,"M","South East Region","Lower Than A Level","50-60%","0-35",0,60,"N","Fail",-147,NA,-147,NA +"945",648815,4.71428571428571,2,2.39487179487179,NA,4.63483146067416,1.23076923076923,2.2,6.08985024958403,2.73076923076923,1.09090909090909,1.08163265306122,5.39805825242718,NA,1.10975609756098,1.80568720379147,1.22,89.1428571428571,83.4,"M","Scotland","Lower Than A Level","0-10%","0-35",0,120,"N","Pass",-114,NA,-114,NA +"946",648903,NA,NA,2.82857142857143,1,2.89855072463768,1,2,4.87058823529412,1.33333333333333,1,1,10.2948717948718,NA,1.25,1.69767441860465,1.54545454545455,74.8571428571429,61.6,"M","London Region","Lower Than A Level","70-80%","0-35",0,120,"N","Pass",-25,NA,-25,NA +"947",648927,NA,NA,3.96842105263158,NA,8.03636363636364,2.33333333333333,5.75,3.6,3.08333333333333,1,1.33333333333333,8.625,NA,1.19047619047619,1.41228070175439,1.16279069767442,72.5,72,"M","North Region","A Level or Equivalent","0-10%","0-35",0,150,"Y","Withdrawn",-45,69,-45,69 +"948",648972,NA,NA,2.17391304347826,NA,3.23333333333333,1,2,4.07746478873239,NA,1,1.28571428571429,14.3555555555556,NA,1.0625,1.74015748031496,1.25,71.1428571428571,65.2,"M","East Anglian Region","Lower Than A Level","40-50%","0-35",0,60,"N","Pass",-70,NA,-70,NA +"949",648995,NA,NA,3.14285714285714,NA,3.29166666666667,1,2,4.80769230769231,NA,NA,NA,1,NA,2.25,1.3,1,NA,87,"F","West Midlands Region","A Level or Equivalent","10-20","0-35",0,120,"N","Withdrawn",-133,100,-133,100 +"950",649004,2.44444444444444,1,2.04761904761905,1,6.85652173913043,1.25,1.77777777777778,7.64723926380368,3.12121212121212,1.375,1.27777777777778,5.08154506437768,NA,1.48979591836735,2.09230769230769,1.75257731958763,79.7142857142857,65.2,"M","London Region","Lower Than A Level","30-40%","35-55",0,90,"N","Pass",-140,NA,-140,NA +"951",649009,NA,NA,1.8,NA,1.96296296296296,1,NA,1.92156862745098,NA,NA,NA,1,NA,1.76923076923077,1.61666666666667,1.5,NA,78.5,"M","Yorkshire Region","A Level or Equivalent","60-70%","0-35",0,120,"N","Fail",-150,NA,-150,NA +"952",649020,NA,NA,1.57142857142857,NA,3.5,1,NA,2.8695652173913,NA,1,NA,5.5,NA,1.125,1.34146341463415,1.33333333333333,NA,70,"M","London Region","HE Qualification","60-70%","35-55",0,60,"N","Withdrawn",-154,158,-154,158 +"953",649036,NA,NA,2.09090909090909,NA,3.375,NA,NA,2.76923076923077,NA,NA,NA,1,NA,1.33333333333333,2.14285714285714,NA,NA,56,"M","East Anglian Region","A Level or Equivalent","90-100%","0-35",0,120,"N","Withdrawn",-95,88,-95,88 +"954",649079,1.875,NA,2.94418604651163,NA,4.41714285714286,1.28571428571429,1,8.72776769509982,2.4,1.33333333333333,1.09090909090909,5.75,NA,1.2125,1.69421487603306,1.21052631578947,83.8,74.5,"M","London Region","Lower Than A Level","80-90%","35-55",0,60,"N","Withdrawn",-153,237,-153,237 +"955",649084,1,2,2.7,NA,3.50602409638554,1,NA,5.3047619047619,3.45454545454545,1.75,1,7.79816513761468,NA,1.17647058823529,1.60352422907489,1.26315789473684,76.2857142857143,73.2,"M","South Region","Lower Than A Level","50-60%","0-35",0,120,"N","Pass",-150,NA,-150,NA +"956",649093,NA,NA,1.71052631578947,NA,3.6025641025641,1,NA,5.78857142857143,7.66666666666667,NA,1,12.1063829787234,NA,1.5,1.57042253521127,1.33333333333333,76.2857142857143,89.8,"F","London Region","HE Qualification","20-30%","0-35",0,60,"N","Distinction",-60,NA,-60,NA +"957",649118,NA,NA,4.22727272727273,NA,4.02127659574468,2,NA,5.78064516129032,1.33333333333333,1,NA,8.7,NA,1.13333333333333,1.63716814159292,1.5,84.5,66.75,"M","North Western Region","Lower Than A Level","0-10%","0-35",0,60,"N","Pass",-155,NA,-155,NA +"958",649141,NA,1,2.97938144329897,1,3.48611111111111,2.5,1,7.1651376146789,4.23529411764706,1,1.5,8.6,NA,1.20754716981132,1.72321428571429,1.16666666666667,NA,78,"M","Ireland","A Level or Equivalent","70-80%","35-55",0,90,"N","Withdrawn",-137,198,-137,198 +"959",649159,5,NA,3.24299065420561,2,2.76851851851852,1.5,1,5.0979020979021,2.16666666666667,NA,1,11.0533333333333,NA,1.08888888888889,1.2972972972973,1.27777777777778,77,63.4,"M","Ireland","Lower Than A Level","30-40%","0-35",0,60,"N","Pass",-53,NA,-53,NA +"960",649165,NA,NA,2.475,NA,4.06382978723404,2,NA,7.16030534351145,2,NA,1.5,11.1730769230769,NA,1.10526315789474,1.45977011494253,1.66666666666667,86.1428571428571,72.8,"M","South Region","A Level or Equivalent","","0-35",0,60,"N","Pass",-44,NA,-44,NA +"961",649207,3.91666666666667,1,2.01401869158878,NA,3.64634146341463,1.66666666666667,1.5,5.6583850931677,2.55555555555556,1.15384615384615,1.09677419354839,9.13,NA,1.16216216216216,1.74311926605505,1.16666666666667,81.8571428571429,78.4,"M","East Midlands Region","A Level or Equivalent","10-20","0-35",0,60,"N","Pass",-153,NA,-153,NA +"962",649212,1,NA,2.7741935483871,NA,3.45038167938931,1.2,3,8.39175257731959,3,1,1.5,12.8674698795181,NA,1.15789473684211,1.75280898876405,1.5,75.2857142857143,69.4,"M","North Region","Lower Than A Level","10-20","0-35",0,90,"N","Pass",-108,NA,-108,NA +"963",649230,NA,NA,2.88333333333333,NA,3.84313725490196,1.5,2,5.49425287356322,2.66666666666667,1,NA,15,NA,1.35714285714286,1.60227272727273,1.2,59.75,71.75,"F","Scotland","Lower Than A Level","0-10%","0-35",0,180,"N","Withdrawn",-5,170,-5,170 +"964",649258,NA,NA,3.67441860465116,NA,4.68571428571429,3,1.5,3.79605263157895,1.66666666666667,1,NA,19.3777777777778,NA,1.16129032258065,1.93220338983051,1.2,72,88.8,"M","Wales","A Level or Equivalent","70-80%","0-35",0,120,"N","Fail",-22,NA,-22,NA +"965",649284,4,NA,3.40540540540541,1,3.76744186046512,1.71428571428571,1,7.23595505617978,2.66666666666667,1,NA,17.825,NA,1.5,1.89320388349515,1.4,54,52.2,"M","South East Region","Lower Than A Level","30-40%","0-35",0,120,"N","Pass",-16,NA,-16,NA +"966",649325,NA,NA,3.14705882352941,NA,3.44,1,NA,7.39393939393939,1.875,1.5,1.5,7.7,NA,1.41666666666667,1.60714285714286,1.5,NA,89,"F","West Midlands Region","A Level or Equivalent","0-10%","0-35",0,60,"N","Withdrawn",-144,93,-144,93 +"967",649336,NA,NA,2.6,NA,4.55555555555556,1,NA,1.7037037037037,NA,1,NA,10.8461538461538,NA,1.14285714285714,1.81481481481481,1,88,70.3333333333333,"M","South West Region","A Level or Equivalent","40-50%","0-35",0,60,"N","Withdrawn",-144,140,-144,140 +"968",649379,2.33333333333333,1,2.38653846153846,NA,3.54395604395604,2,1.33333333333333,5.26315789473684,1.88888888888889,1,1.1875,15.4797297297297,NA,1.28571428571429,1.5979020979021,1.22222222222222,83.7142857142857,78.6,"F","South East Region","A Level or Equivalent","60-70%","0-35",0,120,"N","Pass",-45,NA,-45,NA +"969",649385,NA,NA,1.73333333333333,NA,2.25,1,1,2.93103448275862,3,1,NA,NA,NA,1.33333333333333,1.67857142857143,1,NA,73,"M","South East Region","A Level or Equivalent","60-70%","0-35",0,90,"Y","Withdrawn",-120,116,-120,116 +"970",649400,NA,NA,2.18181818181818,NA,4.40425531914894,1.33333333333333,NA,7.20168067226891,4.75,1,1.5,12.7916666666667,NA,1.0625,1.61946902654867,1.3,73.8571428571429,81.6,"M","North Western Region","HE Qualification","90-100%","0-35",0,120,"N","Pass",-37,NA,-37,NA +"971",649434,2.5,1,1.73451327433628,NA,4.76086956521739,1,1,8.39920948616601,3.16666666666667,1,1.25,10.03125,NA,1.10714285714286,1.56770833333333,1.23333333333333,75,73.8,"M","London Region","Lower Than A Level","0-10%","0-35",0,120,"N","Pass",-153,NA,-153,NA +"972",649435,NA,NA,2.40776699029126,NA,3.44871794871795,1,1.33333333333333,4.37278106508876,2.83333333333333,1,1.5,15.6279069767442,NA,1.04166666666667,1.57352941176471,1.16666666666667,78,89.2,"M","North Region","Lower Than A Level","","35-55",0,90,"N","Pass",-63,NA,-63,NA +"973",649457,2.6,2,1.82775119617225,NA,3.6875,1.25,1,4.40070921985816,2,1,1.6,9.63333333333333,NA,1.29787234042553,1.39160839160839,1.23684210526316,84.4285714285714,83.8,"F","North Western Region","A Level or Equivalent","80-90%","0-35",0,90,"N","Pass",-60,NA,-60,NA +"974",649469,NA,NA,3.36619718309859,NA,4.76056338028169,1.16666666666667,2,6.08,4.13636363636364,1,1.5,9.48979591836735,NA,1.31578947368421,1.94871794871795,1.04347826086957,89,90,"M","Yorkshire Region","A Level or Equivalent","30-40%","35-55",0,60,"N","Fail",-135,NA,-135,NA +"975",649555,NA,NA,4.17647058823529,NA,2.8125,1,1,4.04545454545455,1,1,NA,10.875,NA,1.33333333333333,1.52,1.14285714285714,85,NA,"M","South Region","Lower Than A Level","50-60%","0-35",0,120,"N","Withdrawn",-88,11,-88,11 +"976",649566,NA,NA,3.9,NA,2.85714285714286,1.66666666666667,NA,3.27450980392157,1,1.16666666666667,NA,11.6315789473684,NA,1.1,1.65909090909091,1,87,48.5,"M","North Region","Lower Than A Level","","0-35",0,120,"N","Fail",-128,NA,-128,NA +"977",649580,NA,NA,2.02631578947368,NA,4.66666666666667,1,NA,3.52777777777778,4.5,1,NA,7.11111111111111,NA,2.375,2.11475409836066,1.14285714285714,NA,80,"M","London Region","A Level or Equivalent","40-50%","0-35",0,60,"N","Withdrawn",-129,12,-129,12 +"978",649619,1.75,NA,2.05882352941176,NA,3.92156862745098,1.5,2,4.44171779141104,1.61904761904762,1.25,1.2,8.21666666666667,NA,1.15384615384615,1.48809523809524,1.23529411764706,93,91.2,"M","East Anglian Region","Lower Than A Level","90-100%","0-35",0,120,"N","Distinction",-153,NA,-153,NA +"979",649735,NA,NA,2.17391304347826,NA,2.31506849315068,1.5,2,5.5,1.5,1,NA,14.5365853658537,NA,1.08333333333333,1.37209302325581,1,74.2857142857143,58,"M","South West Region","A Level or Equivalent","30-40%","0-35",0,90,"N","Pass",-150,NA,-150,NA +"980",649806,NA,NA,4.88888888888889,NA,2.775,1,NA,2.96428571428571,NA,NA,1.5,2.33333333333333,NA,1.09090909090909,1.32608695652174,1,NA,66.75,"M","Yorkshire Region","A Level or Equivalent","70-80%","0-35",0,60,"N","Fail",-43,NA,-43,NA +"981",649891,NA,NA,3.42622950819672,NA,3.82758620689655,1,1,2.21052631578947,1.5,NA,NA,8.66666666666667,NA,1.22222222222222,1.37209302325581,1,97,76.6666666666667,"M","London Region","Lower Than A Level","60-70%","35-55",0,60,"N","Withdrawn",-29,135,-29,135 +"982",649952,2.16666666666667,1,2.43961352657005,NA,3.94170403587444,1.125,2,4.76241900647948,3.41379310344828,1.2,1.38461538461538,10.4939759036145,NA,1.24193548387097,1.78116343490305,1.55339805825243,84.2857142857143,90.2,"M","North Region","Lower Than A Level","","0-35",0,60,"N","Pass",-99,NA,-99,NA +"983",649954,NA,NA,2.91666666666667,NA,5.36065573770492,1.5,1.6,9.50943396226415,2.5,1.2,1.5,14.3333333333333,NA,1.625,2.375,1.05555555555556,80,86.3333333333333,"F","London Region","A Level or Equivalent","10-20","0-35",0,60,"N","Withdrawn",-81,123,-81,123 +"984",649979,NA,NA,1.84,NA,2.88461538461538,1,1,4.70992366412214,2.33333333333333,NA,1.33333333333333,11.3958333333333,NA,1.28571428571429,1.40217391304348,1.9,82,82.6,"M","Yorkshire Region","A Level or Equivalent","70-80%","0-35",0,120,"N","Pass",-136,NA,-136,NA +"985",650031,NA,NA,2.62,NA,3.56521739130435,1,NA,5.21472392638037,4.45454545454545,1,1.5,7.61904761904762,NA,1.29411764705882,1.45,1.33333333333333,NA,63.5,"F","North Western Region","Lower Than A Level","30-40%","0-35",0,120,"N","Fail",-120,NA,-120,NA +"986",650048,NA,NA,1.75,NA,4,NA,NA,3,NA,NA,NA,NA,NA,1.25,1.5,NA,NA,72,"M","South Region","Lower Than A Level","80-90%","0-35",0,120,"N","Fail",-136,NA,-136,NA +"987",650054,NA,NA,2.26530612244898,NA,2.85185185185185,1.5,1,6.93617021276596,2.85714285714286,1,1.5,1,NA,1.23809523809524,1.65094339622642,1.16666666666667,NA,76,"F","London Region","A Level or Equivalent","20-30%","0-35",0,120,"N","Withdrawn",-150,185,-150,185 +"988",650085,NA,NA,4.68115942028986,NA,5.38888888888889,1.75,1,6.64102564102564,2.16666666666667,1,1.5,11.4615384615385,NA,1,1.92156862745098,1.05882352941176,89,86,"M","East Midlands Region","A Level or Equivalent","80-90%","0-35",0,90,"N","Withdrawn",-50,12,-50,12 +"989",650108,3.2,1,2.48235294117647,NA,4.01694915254237,1.2,1.25,5.53312302839117,6.44827586206897,1.1,1.13793103448276,10.8217821782178,NA,1.12903225806452,1.70545454545455,1.5,76.1428571428571,80.4,"F","East Midlands Region","A Level or Equivalent","50-60%","0-35",0,120,"N","Pass",-86,NA,-86,NA +"990",650123,NA,NA,6.27272727272727,2,5.4,1.66666666666667,NA,9.56603773584906,3,1,NA,10.8571428571429,NA,1.375,1.953125,1,NA,71,"F","South East Region","A Level or Equivalent","80-90%","0-35",0,60,"N","Withdrawn",-64,51,-64,51 +"991",650148,NA,NA,3.46153846153846,NA,4.8,1.5,1,2.11538461538462,1.5,1,NA,1,NA,1.2,1.60526315789474,1.33333333333333,NA,74,"M","West Midlands Region","A Level or Equivalent","40-50%","0-35",0,150,"N","Withdrawn",-150,12,-150,12 +"992",650160,2.8,NA,2.5875,NA,4.12857142857143,2.25,1,7.12893081761006,5.75,1,1.35,10.2872340425532,NA,1.13157894736842,2.12558139534884,1.275,91.2857142857143,86.6,"M","Wales","Lower Than A Level","20-30%","0-35",0,120,"N","Distinction",-45,NA,-45,NA +"993",650170,NA,NA,3.06122448979592,NA,8.32,1.71428571428571,1.66666666666667,5.29078014184397,2.5,1.2,1.66666666666667,10.6179775280899,NA,1.10344827586207,2.17874396135266,1.44117647058824,75,66.3333333333333,"M","East Midlands Region","Lower Than A Level","60-70%","0-35",0,60,"N","Fail",-135,NA,-135,NA +"994",650251,2.75,NA,1.89795918367347,NA,4.77777777777778,1.33333333333333,NA,8.45378151260504,2.45454545454545,1.2,1.18518518518519,9.57522123893805,NA,1.42857142857143,1.75943396226415,1.15384615384615,80.5714285714286,86.6,"M","East Midlands Region","A Level or Equivalent","10-20","0-35",0,60,"N","Distinction",-74,NA,-74,NA +"995",650287,NA,NA,3.83928571428571,1,5.75342465753425,1.25,1,7.69540229885058,1.9,1,1,6.58461538461538,NA,1.38235294117647,2.40104166666667,1.16666666666667,77,81,"F","Ireland","Lower Than A Level","0-10%","35-55",0,120,"N","Withdrawn",-65,103,-65,103 +"996",650363,1,NA,2.15584415584416,NA,3.94047619047619,1,NA,4.89071038251366,2.5,1,1,9.82352941176471,NA,1.05,1.58064516129032,1,83.1428571428571,76.8,"M","South East Region","A Level or Equivalent","30-40%","0-35",0,90,"N","Pass",-135,NA,-135,NA +"997",650370,1,NA,2.93150684931507,NA,4.44915254237288,1.25,1.66666666666667,4.08474576271186,1.57142857142857,1,1,10.9666666666667,NA,1.25,2.14705882352941,1.26086956521739,75.5714285714286,82.2,"F","Scotland","HE Qualification","10-20","0-35",0,90,"N","Pass",-113,NA,-113,NA +"998",650424,5,1,2.51973684210526,3,3.64705882352941,2,2.2,7.93220338983051,1.7,1,NA,12.3541666666667,NA,1.21276595744681,1.99337748344371,1.36,81.2857142857143,77.6,"M","West Midlands Region","Lower Than A Level","0-10%","0-35",0,120,"N","Pass",-50,NA,-50,NA +"999",650461,NA,NA,3.47540983606557,NA,3.14285714285714,1.28571428571429,1,5.22368421052632,NA,NA,NA,19.2131147540984,NA,1.06666666666667,1.8,1.22222222222222,57.2857142857143,59.6,"M","Yorkshire Region","Lower Than A Level","40-50%","0-35",0,60,"N","Pass",-122,NA,-122,NA +"1000",650469,NA,NA,1.91983122362869,NA,2.9290780141844,1.5,2,2.96774193548387,5.25,1,1.2,6.78723404255319,NA,1.08695652173913,1.48868778280543,1.28571428571429,83.4,79.6,"M","Yorkshire Region","A Level or Equivalent","70-80%","0-35",0,120,"N","Pass",-71,NA,-71,NA +"1001",650473,3.33333333333333,1,2.58108108108108,NA,4.02643171806167,1.5,NA,5.55102040816327,2.66666666666667,1.3,1.08,8.54929577464789,NA,1.14285714285714,1.86567164179104,1.81967213114754,88,87,"M","West Midlands Region","A Level or Equivalent","0-10%","0-35",0,60,"N","Pass",-52,NA,-52,NA +"1002",650543,NA,NA,3.15789473684211,NA,3.625,1.5,NA,2,NA,1,NA,24.2857142857143,NA,1.5,2.9375,1,87,80,"M","South West Region","A Level or Equivalent","40-50%","0-35",0,60,"N","Fail",-149,NA,-149,NA +"1003",650570,2.33333333333333,2,2.51127819548872,NA,3.12587412587413,1,NA,6.88020833333333,2,1.09090909090909,1.07692307692308,11.7704918032787,NA,1.18181818181818,1.58823529411765,1.52,61,56.8,"M","Yorkshire Region","HE Qualification","70-80%","0-35",0,120,"N","Pass",-149,NA,-149,NA +"1004",650682,NA,NA,2.53846153846154,NA,3.10204081632653,1,1,5,3.5,1,NA,9.86842105263158,NA,1.07692307692308,1.52173913043478,1,70,79.6666666666667,"M","Wales","Lower Than A Level","30-40%","0-35",0,120,"N","Withdrawn",-38,143,-38,143 +"1005",650716,NA,NA,1.5,NA,2.55555555555556,NA,1,5.41666666666667,NA,NA,NA,NA,NA,2.33333333333333,1.92857142857143,1,NA,58,"M","London Region","A Level or Equivalent","70-80%","35-55",0,120,"N","Fail",-144,NA,-144,NA +"1006",650717,NA,NA,2,NA,3.64705882352941,1.66666666666667,NA,9.28,3,1,1.42857142857143,4.83333333333333,NA,1.25,1.58333333333333,1.22222222222222,NA,61,"M","East Anglian Region","Lower Than A Level","30-40%","0-35",0,150,"N","Withdrawn",-58,12,-58,12 +"1007",650758,NA,NA,3.30769230769231,NA,4.11764705882353,2,NA,4.71428571428571,1.5,1,NA,2.33333333333333,NA,1.08333333333333,1.36111111111111,1,NA,60,"M","Yorkshire Region","Lower Than A Level","20-30%","35-55",0,120,"N","Fail",-144,NA,-144,NA +"1008",650861,NA,NA,1.66666666666667,NA,3.44444444444444,1,NA,5.70833333333333,NA,1,NA,10,NA,1.11111111111111,1.83333333333333,1,NA,71.6666666666667,"F","Scotland","Post Graduate Qualification","80-90%","0-35",0,60,"N","Fail",-94,NA,-94,NA +"1009",650866,2.81818181818182,1,2.93865030674847,NA,5.29464285714286,1.22222222222222,1.25,8.15442561205273,3.64,1.35294117647059,1.16129032258065,7.93582887700535,NA,1.3968253968254,2.10352941176471,1.23076923076923,86,77.8,"M","Wales","A Level or Equivalent","30-40%","35-55",0,60,"N","Pass",-35,NA,-35,NA +"1010",650923,4,NA,1.46428571428571,NA,2.48648648648649,1.25,NA,4.6140350877193,3.30769230769231,1.2,1,10.7209302325581,NA,1.1875,1.52222222222222,1.23076923076923,87,71.6,"M","South West Region","A Level or Equivalent","30-40%","0-35",0,60,"N","Pass",-147,NA,-147,NA +"1011",650960,NA,NA,2.06779661016949,NA,2.83673469387755,NA,1,4.62244897959184,NA,1,1,18.4722222222222,NA,1.1875,1.27659574468085,1.4,71,56.6,"M","East Anglian Region","A Level or Equivalent","70-80%","0-35",0,60,"N","Pass",-31,NA,-31,NA +"1012",651040,NA,1,2.11111111111111,1,2.8433734939759,1,2,4.95945945945946,1,1,NA,12.6888888888889,NA,1.54545454545455,1.4468085106383,1,78.5714285714286,72.2,"M","South East Region","A Level or Equivalent","60-70%","0-35",0,120,"N","Pass",-147,NA,-147,NA +"1013",651121,NA,NA,2.546875,NA,4.47517730496454,1.33333333333333,1,2.97014925373134,NA,1,NA,16.3492063492063,NA,1.56410256410256,1.55056179775281,3.16666666666667,66.4285714285714,85.2,"M","West Midlands Region","Lower Than A Level","70-80%","0-35",0,90,"N","Pass",-144,NA,-144,NA +"1014",651126,NA,NA,2.74,NA,3.63888888888889,1,1,5.49193548387097,1.5,1.5,NA,13.2758620689655,NA,1.06666666666667,1.77889447236181,1.5,76.7142857142857,71.8,"M","South East Region","Lower Than A Level","30-40%","0-35",0,120,"N","Pass",-53,NA,-53,NA +"1015",651182,NA,NA,2.28947368421053,NA,5.32692307692308,2,2.5,2.21428571428571,NA,1,NA,9.8,NA,1.14473684210526,1.5503355704698,1,64,67,"M","West Midlands Region","Lower Than A Level","50-60%","0-35",0,60,"N","Pass",-147,NA,-147,NA +"1016",651200,NA,NA,3.9,NA,2.85714285714286,1,NA,1.71428571428571,NA,NA,NA,NA,NA,1.11111111111111,1.4,NA,NA,62.5,"M","North Western Region","A Level or Equivalent","40-50%","0-35",0,60,"N","Fail",-67,NA,-67,NA +"1017",651238,1.5,2,3.31818181818182,2,7.3801652892562,1.14285714285714,1,4.33333333333333,6,NA,1.5,17.7241379310345,NA,1.27272727272727,2.24793388429752,1.53571428571429,79.1428571428571,72.75,"M","North Western Region","Lower Than A Level","40-50%","0-35",0,60,"N","Pass",-32,NA,-32,NA +"1018",651253,NA,NA,2.08333333333333,1,3.06666666666667,1.66666666666667,NA,10.6739130434783,3.8,1,1.5,10.5,NA,1.125,2.09090909090909,1.42857142857143,89,97,"M","Scotland","HE Qualification","30-40%","0-35",0,60,"N","Withdrawn",-100,171,-100,171 +"1019",651330,NA,NA,1.75,NA,3.16666666666667,NA,NA,6.78260869565217,NA,NA,NA,25.4,NA,1.25,1.7,NA,94,83.5,"M","East Midlands Region","A Level or Equivalent","80-90%","0-35",0,150,"Y","Fail",-31,NA,-31,NA +"1020",651334,NA,NA,3.35714285714286,NA,3,1.33333333333333,NA,9.24,2,1,NA,1.66666666666667,NA,1.14285714285714,2.06451612903226,2,NA,66,"M","North Western Region","A Level or Equivalent","10-20","0-35",0,60,"N","Fail",-10,NA,-10,NA +"1021",651354,NA,NA,2.0030303030303,NA,4.20805369127517,1.4,1,5.9467680608365,1.69230769230769,1,1.25,14.7450980392157,NA,1.08108108108108,1.90948275862069,1.66666666666667,78.7142857142857,75,"M","Yorkshire Region","Lower Than A Level","0-10%","0-35",0,90,"N","Pass",-133,NA,-133,NA +"1022",651381,NA,NA,2.42452830188679,NA,5.30666666666667,1.33333333333333,2.5,7.01704545454545,8.44444444444444,1.33333333333333,1.5,14.2280701754386,NA,1.85,2.06349206349206,1.29411764705882,70.7142857142857,64.4,"M","South Region","Lower Than A Level","40-50%","0-35",0,60,"N","Pass",-102,NA,-102,NA +"1023",651398,NA,NA,3.18,NA,2.8,1.66666666666667,NA,3.45161290322581,1,1,1.5,3.6,NA,1.25,1.78688524590164,1.2,NA,72,"M","South Region","Lower Than A Level","","0-35",0,120,"N","Withdrawn",-10,12,-10,12 +"1024",651419,2,NA,2.86617100371747,NA,5.1592039800995,1.25,NA,5.73333333333333,2,1,1.2,8.9030612244898,NA,1.44444444444444,1.8995983935743,1.28571428571429,73.5714285714286,80.2,"M","Wales","Lower Than A Level","90-100%","0-35",0,60,"N","Pass",-31,NA,-31,NA +"1025",651478,5.6,1,2.69938650306748,NA,5.71657754010695,1,3.25,7.98660714285714,1.5,1,1.25,16.995,NA,1.19565217391304,1.85977859778598,1.32432432432432,92,85.4,"M","East Anglian Region","A Level or Equivalent","80-90%","0-35",0,90,"N","Distinction",-144,NA,-144,NA +"1026",651498,5.71428571428571,1,2.3495145631068,NA,5.37894736842105,1.25,3,5.82621951219512,3.30769230769231,1.125,1.125,9.35238095238095,NA,1.33333333333333,1.76190476190476,1.32142857142857,82.5714285714286,74.8,"M","East Anglian Region","Lower Than A Level","80-90%","0-35",0,60,"N","Pass",-56,NA,-56,NA +"1027",651555,1,NA,2.55263157894737,NA,2.94871794871795,NA,NA,6.28703703703704,8,1,1.5,11.25,NA,1.05263157894737,1.75,1.14285714285714,88.8571428571429,88.6,"M","West Midlands Region","A Level or Equivalent","60-70%","0-35",0,60,"N","Distinction",-72,NA,-72,NA +"1028",651598,4.25,NA,2.872,NA,4.03401360544218,1.66666666666667,1.18181818181818,3.86969696969697,2.8,1.45454545454545,1.21428571428571,6.64,NA,1.34,1.93087557603687,1.22916666666667,88.7142857142857,90.4,"F","North Region","Lower Than A Level","","0-35",0,60,"N","Distinction",-115,NA,-115,NA +"1029",651693,NA,NA,1.875,NA,4.07692307692308,1.33333333333333,NA,10.9473684210526,1,NA,NA,9,NA,1.23076923076923,1.76470588235294,2,NA,75.5,"M","Ireland","A Level or Equivalent","30-40%","0-35",0,60,"N","Fail",-93,NA,-93,NA +"1030",651881,NA,NA,2.13008130081301,NA,3.35802469135802,1.33333333333333,1.66666666666667,4.28301886792453,2.28571428571429,1.33333333333333,1.5,13.6951219512195,NA,1.24242424242424,1.48091603053435,1,56.5714285714286,71.6,"M","East Midlands Region","A Level or Equivalent","10-20","0-35",0,60,"Y","Pass",-109,NA,-109,NA +"1031",651886,NA,NA,3.2280701754386,NA,5.45454545454545,1,NA,10.0923076923077,NA,1,NA,NA,NA,2.4,1.82978723404255,1.66666666666667,NA,67,"M","Scotland","HE Qualification","50-60%","0-35",0,90,"N","Withdrawn",-57,135,-57,135 +"1032",651927,3.6,NA,2.26,NA,3.22340425531915,3,NA,6.21917808219178,1.42857142857143,1.11111111111111,1.17857142857143,13.469387755102,NA,1.11764705882353,1.62068965517241,1.19354838709677,86.8571428571429,89,"M","East Anglian Region","A Level or Equivalent","70-80%","0-35",0,120,"N","Distinction",-129,NA,-129,NA +"1033",651972,NA,NA,5.11111111111111,NA,3,1,NA,2.54054054054054,NA,1,NA,NA,NA,1.62222222222222,1.51851851851852,1,NA,66,"F","Ireland","Lower Than A Level","60-70%","35-55",0,60,"N","Fail",-9,NA,-9,NA +"1034",651990,5.2,2,2.85915492957746,NA,2.56,1.33333333333333,NA,6.70059880239521,3.47619047619048,1,1.11111111111111,7.61643835616438,NA,1.28571428571429,1.30088495575221,1.5,85.7142857142857,82.6,"M","South West Region","A Level or Equivalent","30-40%","0-35",0,60,"N","Pass",-108,NA,-108,NA +"1035",652008,NA,NA,1.83333333333333,NA,3.11023622047244,1,5,6.45539906103286,2.5,1,NA,16.3953488372093,NA,1.2,1.64179104477612,1.22222222222222,63.1666666666667,80.4,"M","South Region","HE Qualification","60-70%","0-35",0,60,"N","Pass",-133,NA,-133,NA +"1036",652064,3,2,2.83057851239669,NA,3.75690607734807,1.71428571428571,2.5,6.06933333333333,3.4,1,1.16666666666667,9.29661016949153,NA,1.2093023255814,1.73877551020408,1.30188679245283,96.7142857142857,95.6,"M","South West Region","Lower Than A Level","20-30%","35-55",0,60,"N","Distinction",-136,NA,-136,NA +"1037",652087,NA,NA,2.41284403669725,NA,3.48051948051948,1,NA,3.95419847328244,1,1,NA,13.4901960784314,NA,1.11764705882353,1.38297872340426,1.25,83,77.2,"M","West Midlands Region","A Level or Equivalent","70-80%","0-35",0,60,"N","Pass",-135,NA,-135,NA +"1038",652333,NA,NA,2.93023255813953,NA,3.80412371134021,1,1,5.80952380952381,4.33333333333333,1.22222222222222,1.07142857142857,8.66346153846154,NA,1.26086956521739,1.73170731707317,1.3448275862069,76.8571428571429,70.4,"F","East Anglian Region","Lower Than A Level","20-30%","35-55",0,150,"N","Pass",-137,NA,-137,NA +"1039",652335,2.2,1,4.03030303030303,1,5.42553191489362,1.16666666666667,1.46666666666667,4.09547738693467,4.44642857142857,1.16666666666667,1.06666666666667,7.72602739726027,NA,1.29230769230769,1.67391304347826,1.26865671641791,83.8571428571429,74.4,"M","South Region","Lower Than A Level","90-100%","35-55",0,60,"N","Pass",-74,NA,-74,NA +"1040",652336,NA,NA,2.71794871794872,NA,3.62962962962963,1.66666666666667,NA,6.54347826086957,2,1,1.5,6.35,NA,2.16666666666667,1.6304347826087,1,86,90,"M","Wales","A Level or Equivalent","80-90%","0-35",0,120,"N","Withdrawn",-49,59,-49,59 +"1041",652438,NA,NA,2.54545454545455,NA,2.5,1.33333333333333,2,4.03225806451613,1.75,NA,NA,9.48387096774194,NA,1.33333333333333,1.63235294117647,1,77.5,80,"F","Ireland","Lower Than A Level","","0-35",0,60,"N","Pass",-25,NA,-25,NA +"1042",652576,NA,NA,1.77536231884058,NA,3.5,1,NA,5.25547445255474,NA,2,NA,11.42,NA,1.09090909090909,1.66887417218543,1.7,73,83.8,"M","Wales","HE Qualification","20-30%","0-35",0,120,"N","Pass",-140,NA,-140,NA +"1043",652593,NA,NA,2.38461538461538,NA,2.29411764705882,1,NA,3.07692307692308,1,1,NA,1,NA,1.625,1.82857142857143,NA,NA,86,"M","South Region","Lower Than A Level","80-90%","35-55",0,120,"N","Withdrawn",-59,66,-59,66 +"1044",652625,2,NA,2.24242424242424,NA,4.32743362831858,1.5,1.25,7.34983498349835,1.75,1.16666666666667,1.16666666666667,16.3376623376623,NA,1,1.76255707762557,2.05555555555556,95.2857142857143,95.4,"F","Wales","Lower Than A Level","60-70%","0-35",0,60,"Y","Distinction",-38,NA,-38,NA +"1045",652647,NA,NA,1.63636363636364,NA,3.61702127659574,1,1,3.94545454545455,NA,1,NA,1,NA,1.66666666666667,1.77906976744186,1,NA,64,"M","West Midlands Region","Lower Than A Level","50-60%","0-35",0,90,"N","Fail",-136,NA,-136,NA +"1046",652659,NA,NA,2.1044776119403,NA,4.71428571428571,1.5,1,4.79032258064516,2.66666666666667,1.5,1.5,14.1111111111111,NA,1.14285714285714,1.79166666666667,1.33333333333333,66.1428571428571,90,"M","East Midlands Region","Lower Than A Level","60-70%","0-35",0,60,"N","Pass",-87,NA,-87,NA +"1047",652664,NA,NA,1.92592592592593,NA,2.03703703703704,1,1,3.1219512195122,NA,1,NA,1,NA,1.2,1.14634146341463,NA,NA,80.3333333333333,"M","Yorkshire Region","A Level or Equivalent","60-70%","0-35",0,60,"N","Fail",-137,NA,-137,NA +"1048",652672,3.14285714285714,1,2.31034482758621,NA,2.0875,NA,NA,6.60540540540541,3.18181818181818,1.09090909090909,1.04347826086957,17.765306122449,NA,1.28571428571429,1.8953488372093,1.2,91.2857142857143,88,"F","South Region","A Level or Equivalent","70-80%","0-35",0,60,"N","Pass",-74,NA,-74,NA +"1049",652684,4,NA,3.32352941176471,NA,4.83116883116883,1,1.4,7.04491725768322,2.75862068965517,1.16666666666667,1.22222222222222,15.4,NA,1.76,1.7680608365019,1.59259259259259,91.8571428571429,86.2,"M","North Region","A Level or Equivalent","80-90%","0-35",0,60,"N","Distinction",-121,NA,-121,NA +"1050",652711,NA,1,2.5607476635514,NA,5.21111111111111,1,NA,9.15471698113208,NA,1.5,1.5,8.61052631578947,NA,1.15789473684211,1.66981132075472,1.22222222222222,81.8571428571429,87.8,"M","Wales","Lower Than A Level","50-60%","35-55",0,60,"N","Pass",-37,NA,-37,NA +"1051",652752,NA,NA,4.16666666666667,NA,6.85714285714286,1,NA,6.63636363636364,1,NA,NA,8.75,NA,1.33333333333333,1.5,1.4,NA,64,"M","North Western Region","Lower Than A Level","10-20","0-35",0,120,"N","Fail",-135,NA,-135,NA +"1052",652753,2.66666666666667,NA,2.63898916967509,NA,4.52356020942408,1,1.4375,5.85221674876847,3.5,1,1.33333333333333,10.2407407407407,NA,1.18461538461538,1.62605042016807,1.47826086956522,71,81.8,"M","South Region","A Level or Equivalent","40-50%","0-35",0,120,"N","Pass",-102,NA,-102,NA +"1053",652769,NA,NA,4.2,NA,4.16666666666667,1.5,2,1.625,NA,NA,NA,3.5,NA,1.5,1.89473684210526,1,NA,71,"M","Ireland","A Level or Equivalent","60-70%","0-35",0,60,"N","Fail",-23,NA,-23,NA +"1054",652788,1.6,NA,2.41269841269841,NA,2.80833333333333,1.5,1,5.57950530035336,NA,1,1.33333333333333,7.91603053435114,NA,1.03703703703704,1.50438596491228,1.38461538461538,87,93.4,"M","South Region","Lower Than A Level","30-40%","0-35",0,60,"N","Distinction",-86,NA,-86,NA +"1055",652801,NA,NA,2.91836734693878,NA,3.42105263157895,1,2,5.26666666666667,8.28571428571429,NA,NA,8.82608695652174,NA,1.3125,2.078125,1.5,70,81,"F","Wales","Lower Than A Level","20-30%","35-55",0,60,"Y","Withdrawn",-34,89,-34,89 +"1056",652824,NA,NA,1,NA,2.88888888888889,1,NA,2.35714285714286,NA,2,NA,NA,NA,1.83333333333333,1.84615384615385,NA,NA,52,"M","South West Region","Lower Than A Level","0-10%","0-35",0,60,"N","Fail",-137,NA,-137,NA +"1057",652832,NA,NA,2.90909090909091,NA,3.11111111111111,1,NA,3.45,1.5,NA,NA,NA,NA,2.28571428571429,1.6875,NA,NA,44,"M","South East Region","Lower Than A Level","60-70%","35-55",0,60,"N","Withdrawn",-137,56,-137,56 +"1058",652887,2.5,NA,1.68027210884354,NA,3.18965517241379,1,1.33333333333333,4.67796610169492,2,1,1.2,8.27027027027027,NA,1.45454545454545,1.51162790697674,1.90909090909091,79,80.6,"F","Scotland","A Level or Equivalent","40-50%","0-35",0,120,"N","Pass",-99,NA,-99,NA +"1059",652890,NA,NA,2.3968253968254,NA,4.14634146341463,1.25,NA,7.6865671641791,3.14285714285714,1.5,NA,9.91666666666667,NA,1.16666666666667,1.57446808510638,1.16666666666667,70.5,68.2,"M","West Midlands Region","Lower Than A Level","10-20","0-35",0,120,"N","Fail",-72,NA,-72,NA +"1060",652898,2.55555555555556,NA,2.94776119402985,NA,3.52898550724638,1.25,1,8.2734375,2.33333333333333,1.14285714285714,1.1,6.95454545454545,NA,1.26315789473684,1.70817120622568,1.17241379310345,81.8571428571429,72.6,"M","North Western Region","Lower Than A Level","10-20","0-35",0,90,"N","Pass",-129,NA,-129,NA +"1061",652994,NA,NA,1.85714285714286,NA,2.72727272727273,NA,NA,5.23404255319149,1,NA,NA,16.2631578947368,NA,1.18518518518519,1.86111111111111,2.33333333333333,68.1428571428571,64,"M","North Western Region","Lower Than A Level","10-20","0-35",0,120,"N","Pass",-122,NA,-122,NA +"1062",652998,NA,NA,1.71428571428571,NA,5.66666666666667,1.33333333333333,NA,1.53333333333333,NA,NA,NA,1,NA,1.6,1.15789473684211,NA,NA,58,"M","South Region","Lower Than A Level","90-100%","0-35",0,60,"N","Fail",-93,NA,-93,NA +"1063",653045,NA,NA,2.34,NA,4.21527777777778,1.33333333333333,1,5.8068669527897,2.84615384615385,1,1.5,9.02666666666667,NA,1.12820512820513,1.63366336633663,1.15384615384615,89.2857142857143,88.2,"M","Ireland","Lower Than A Level","90-100%","35-55",0,60,"N","Pass",-81,NA,-81,NA +"1064",653115,NA,NA,2.75,NA,2.64,1,1,4.73381294964029,2.4,1,1.4,7.08,NA,1.2,1.42741935483871,1,86.8571428571429,65,"F","Yorkshire Region","HE Qualification","0-10%","35-55",0,120,"N","Pass",-129,NA,-129,NA +"1065",653144,NA,NA,3.25,NA,3.81632653061224,1.33333333333333,2,2.6,1.33333333333333,1,NA,11.375,NA,1.16666666666667,1.67901234567901,1.75,81,66.25,"M","Scotland","HE Qualification","50-60%","0-35",0,90,"N","Withdrawn",-77,177,-77,177 +"1066",653183,NA,NA,4.25,NA,5,1.4,NA,7.64705882352941,NA,NA,NA,6,NA,2.2,1.73333333333333,1,NA,64,"M","East Midlands Region","Lower Than A Level","30-40%","0-35",0,90,"N","Withdrawn",-102,79,-102,79 +"1067",653297,1.8,1,2.32124352331606,1,4.32038834951456,1.375,1.0625,4.97701149425287,1.84615384615385,1,1.57142857142857,14.2340425531915,NA,1.06060606060606,1.50684931506849,1.19298245614035,68.5714285714286,68.4,"M","North Region","Lower Than A Level","","0-35",0,60,"N","Pass",-5,NA,-5,NA +"1068",653301,1.5,2,2.40756302521008,NA,4,1.2,NA,6.03333333333333,3.3125,1,1.14285714285714,11.0886075949367,NA,1.43333333333333,1.71966527196653,1.20833333333333,71.5714285714286,77.4,"F","Ireland","A Level or Equivalent","70-80%","0-35",0,90,"N","Pass",-38,NA,-38,NA +"1069",653356,NA,NA,3.66666666666667,NA,4.21875,1.66666666666667,NA,5.69230769230769,NA,2,NA,10.3636363636364,NA,1.28571428571429,2.03030303030303,1,77,64,"F","Yorkshire Region","Lower Than A Level","50-60%","0-35",0,60,"N","Withdrawn",-133,101,-133,101 +"1070",653372,NA,NA,2.88235294117647,NA,5.35,1.33333333333333,2,5.34210526315789,NA,1.5,NA,1,NA,1.125,1.86363636363636,1,NA,80,"M","North Western Region","A Level or Equivalent","10-20","0-35",0,60,"N","Withdrawn",-91,73,-91,73 +"1071",653381,3.4,NA,2,NA,2.65467625899281,1.33333333333333,NA,5.80295566502463,2.6,1,1.17647058823529,17.3913043478261,NA,1.14285714285714,1.3780487804878,1.53846153846154,90.2857142857143,81.2,"M","East Anglian Region","A Level or Equivalent","50-60%","0-35",0,120,"N","Pass",-115,NA,-115,NA +"1072",653417,3.5,NA,2.22222222222222,NA,4.18518518518519,2,1,3.38613861386139,1.5,2,NA,8.90909090909091,NA,1.31818181818182,1.56349206349206,1.33333333333333,81.5714285714286,67.6,"M","London Region","A Level or Equivalent","70-80%","0-35",0,120,"N","Pass",-136,NA,-136,NA +"1073",653536,NA,NA,2.93548387096774,NA,3.60714285714286,1.25,1.1,5.69662921348315,1.5,1,1,17.1694915254237,NA,1.04081632653061,1.83870967741935,1.09090909090909,88.1428571428571,92.5,"M","East Midlands Region","Lower Than A Level","10-20","0-35",0,60,"N","Pass",-136,NA,-136,NA +"1074",653558,NA,NA,2.28571428571429,NA,3.98888888888889,1,2.66666666666667,8.01734104046243,1.5,1,1.5,10.865671641791,NA,1.32,1.63428571428571,1.61538461538462,83.4285714285714,83.6,"M","South East Region","Lower Than A Level","10-20","0-35",0,60,"N","Pass",-78,NA,-78,NA +"1075",653567,3.28571428571429,2,3.31868131868132,NA,4,1.33333333333333,1,4.95726495726496,2,1.375,1.2,10.2692307692308,NA,1.36734693877551,2.09036144578313,1.21739130434783,76.8571428571429,76.6,"M","North Region","A Level or Equivalent","90-100%","0-35",0,60,"N","Pass",-99,NA,-99,NA +"1076",653595,3.625,1,3.86111111111111,NA,4.92391304347826,1.25,1.25,6.38376383763838,3,1,1.0625,10.4040404040404,NA,1.17241379310345,2.01092896174863,1.4375,77,81.6,"M","South East Region","HE Qualification","10-20","0-35",0,60,"N","Pass",-108,NA,-108,NA +"1077",653653,NA,NA,2.69117647058824,NA,3.16666666666667,2.25,1.44444444444444,4.36290322580645,1,1,NA,12.188679245283,NA,1.06666666666667,1.6,1.33333333333333,71.8571428571429,69,"M","South Region","Lower Than A Level","10-20","0-35",0,90,"Y","Pass",-135,NA,-135,NA +"1078",653659,NA,NA,1.92307692307692,NA,3.4,1,NA,2.80952380952381,1,1,NA,1,NA,1.25,1.58333333333333,NA,NA,63,"M","North Region","A Level or Equivalent","20-30%","0-35",0,60,"N","Fail",-66,NA,-66,NA +"1079",653773,3.85714285714286,2,3.44444444444444,NA,5.2734375,1.16666666666667,1.5,6.06028368794326,3.88888888888889,1.11111111111111,1.11111111111111,11.3804347826087,NA,1.81481481481481,1.82795698924731,1.57894736842105,64.2857142857143,65.8,"M","London Region","A Level or Equivalent","20-30%","0-35",0,60,"Y","Pass",-129,NA,-129,NA +"1080",653797,NA,NA,2.85507246376812,NA,2.47058823529412,1,1,4.94117647058824,2,1,NA,7.5,NA,1.14285714285714,1.53623188405797,1,100,72,"M","South East Region","Lower Than A Level","30-40%","0-35",0,60,"Y","Withdrawn",-121,95,-121,95 +"1081",653841,NA,NA,2.44578313253012,NA,4.23809523809524,1,2,6.29120879120879,1.25,1,1.5,8.79347826086956,NA,1.42307692307692,1.91525423728814,1,69.4285714285714,67.75,"M","Yorkshire Region","Lower Than A Level","60-70%","0-35",0,90,"N","Pass",-109,NA,-109,NA +"1082",653846,NA,NA,2.94339622641509,NA,3.25,2,NA,6.44736842105263,2.6,1,1.5,1.83333333333333,NA,1.57142857142857,1.66666666666667,1.16666666666667,87,88,"M","North Western Region","A Level or Equivalent","40-50%","35-55",0,120,"N","Withdrawn",-32,48,-32,48 +"1083",653857,NA,NA,3.15942028985507,NA,3,1.41666666666667,1,4.76687116564417,1,NA,1.09090909090909,12.8181818181818,NA,1.33333333333333,1.87037037037037,1.375,77.5,NA,"M","Scotland","HE Qualification","30-40%","35-55",0,90,"N","Fail",-32,NA,-32,NA +"1084",653988,NA,NA,4.65384615384615,NA,5.75,1,2,5.15,2.25,1,NA,1,NA,1.125,2,1.5,NA,78,"M","London Region","No Formal quals","10-20","0-35",0,120,"N","Fail",-67,NA,-67,NA +"1085",654045,1,5,2.27272727272727,1,6.98901098901099,1,2.875,5.02941176470588,1.44444444444444,1.33333333333333,1.30769230769231,7.31632653061224,NA,1.18823529411765,1.76838235294118,1.02439024390244,90.1428571428571,81.4,"F","Wales","HE Qualification","50-60%","35-55",0,60,"N","Pass",-35,NA,-35,NA +"1086",654048,NA,NA,2.35384615384615,NA,4.09090909090909,1.25,1,5.07462686567164,1.875,1,1.5,8,NA,1.22222222222222,1.53521126760563,1.0952380952381,96,85,"M","Yorkshire Region","Lower Than A Level","30-40%","0-35",0,240,"N","Withdrawn",-77,12,-77,12 +"1087",654094,NA,NA,2.5,NA,2.18181818181818,1,NA,3.36842105263158,2,NA,2,8.2,NA,1.2,1.33333333333333,1,NA,50,"M","Scotland","Lower Than A Level","60-70%","0-35",0,60,"Y","Withdrawn",-71,104,-71,104 +"1088",654112,NA,NA,5.47619047619048,NA,4.1,1,NA,11.0322580645161,1.5,1,NA,25.5,NA,1.16,1.725,1.05,89.5,70,"M","South Region","Lower Than A Level","90-100%","35-55",0,60,"N","Withdrawn",-122,89,-122,89 +"1089",654114,1,NA,2.0059880239521,3,3.00588235294118,1,1,4.20915032679739,2.85714285714286,1,1,9.42307692307692,NA,1.29761904761905,1.41711229946524,1.34883720930233,82.8571428571429,70.8,"M","Yorkshire Region","Lower Than A Level","0-10%","0-35",0,120,"N","Pass",-128,NA,-128,NA +"1090",654169,3.77777777777778,1,3.96,4,3.04545454545455,1.16666666666667,1.66666666666667,6.96652719665272,1.55555555555556,1,1.10714285714286,11.1549295774648,NA,1,1.71875,1.03225806451613,76.4285714285714,57,"M","North Region","Lower Than A Level","","0-35",0,60,"N","Pass",-74,NA,-74,NA +"1091",654217,NA,NA,1.77777777777778,NA,4.234375,1.6875,1.5,5.475,1.5,1,1.5,10.1392405063291,NA,1.45454545454545,1.67647058823529,1.81818181818182,73.8571428571429,63.2,"M","North Region","Lower Than A Level","70-80%","35-55",0,60,"N","Pass",-120,NA,-120,NA +"1092",654228,NA,NA,2.8,NA,4.5,1,1,3.03636363636364,NA,1.5,NA,5,NA,1.27272727272727,2,1,NA,75,"F","Scotland","Post Graduate Qualification","90-100%","35-55",0,60,"N","Withdrawn",-94,130,-94,130 +"1093",654236,NA,NA,2.19148936170213,NA,2.76543209876543,1,1.75,7.45762711864407,1.28571428571429,1,NA,22.15,NA,1.04347826086957,1.82666666666667,2.08333333333333,59.2857142857143,69.4,"M","North Region","A Level or Equivalent","","0-35",0,90,"N","Pass",-46,NA,-46,NA +"1094",654260,NA,1,2.91358024691358,NA,4.52564102564103,1.75,1,4.93229166666667,2,1,1.5,10.7301587301587,NA,1.45161290322581,1.6962962962963,1.5,90.1428571428571,92.4,"M","Ireland","A Level or Equivalent","","0-35",0,120,"N","Distinction",-23,NA,-23,NA +"1095",654339,NA,NA,2.76288659793814,NA,3.87179487179487,2.66666666666667,1.11111111111111,5.66666666666667,2.28571428571429,1,1.16666666666667,14.15,NA,1.08,1.52173913043478,1.2,71,70.8,"M","South Region","Lower Than A Level","50-60%","35-55",0,60,"N","Pass",-10,NA,-10,NA +"1096",654351,NA,NA,3.28571428571429,NA,7,1,2,2.07142857142857,NA,NA,NA,NA,NA,1.25,2.05555555555556,1,NA,80,"M","Scotland","HE Qualification","80-90%","0-35",0,90,"N","Fail",-66,NA,-66,NA +"1097",654441,5.42857142857143,1,2.22357723577236,1,5.09868421052632,1.16666666666667,NA,10.2228116710875,3.85185185185185,1.11111111111111,1.09090909090909,5.90588235294118,NA,1.14814814814815,1.89497716894977,1.33333333333333,86.4,83.4,"M","Yorkshire Region","A Level or Equivalent","60-70%","0-35",0,60,"N","Fail",-63,NA,-63,NA +"1098",654563,NA,NA,2.98901098901099,1,5.31481481481481,1.8,1.75,4.1047619047619,3.57142857142857,1.2,NA,8,NA,1.42857142857143,1.58163265306122,1.15384615384615,90,87,"M","East Midlands Region","Lower Than A Level","20-30%","0-35",0,60,"N","Withdrawn",-94,75,-94,75 +"1099",654565,NA,NA,2.55555555555556,NA,3.28378378378378,2,1.14285714285714,4.48253968253968,1.55555555555556,1,NA,22.921875,NA,1.08196721311475,1.6751269035533,1.46153846153846,81.4285714285714,87.8,"M","East Anglian Region","A Level or Equivalent","90-100%","0-35",0,120,"N","Pass",-79,NA,-79,NA +"1100",654578,NA,NA,4.08474576271186,NA,4.73214285714286,1,1.44444444444444,7.22099447513812,2,1,NA,11.8493150684932,NA,1.0952380952381,1.79850746268657,1,82.1428571428571,81.6,"M","North Region","A Level or Equivalent","80-90%","0-35",0,60,"N","Pass",-129,NA,-129,NA +"1101",654597,1,NA,2.79220779220779,NA,4.07476635514019,2.5,NA,8.68817204301075,4,1,1.23076923076923,10.9718309859155,NA,1.12,2.14569536423841,1.375,79.1428571428571,85,"M","East Anglian Region","Lower Than A Level","80-90%","0-35",0,120,"N","Pass",-43,NA,-43,NA +"1102",654684,NA,NA,2.375,NA,2.25423728813559,1.83333333333333,3,4.90666666666667,2,1,NA,13.6666666666667,NA,1.2,1.71428571428571,1.8,69,31,"F","North Region","Lower Than A Level","","0-35",0,90,"N","Withdrawn",-93,172,-93,172 +"1103",654692,NA,NA,2.66666666666667,NA,2.59047619047619,1.5,NA,8.05208333333333,2.42857142857143,4,NA,11.6964285714286,NA,1.32,1.66666666666667,1.375,65.1428571428571,70,"M","Ireland","A Level or Equivalent","80-90%","0-35",0,60,"N","Fail",-58,NA,-58,NA +"1104",654738,NA,NA,2.73333333333333,NA,5.85714285714286,1.33333333333333,1,3.1,NA,NA,NA,8,NA,2,1.5,1,NA,78,"M","East Midlands Region","Lower Than A Level","90-100%","0-35",0,120,"N","Withdrawn",-66,24,-66,24 +"1105",654819,3,NA,4.02463054187192,NA,18.6496062992126,1.4,1,7.66398390342052,3.03333333333333,1,1.2,13.362962962963,NA,1.11904761904762,1.75862068965517,1.28571428571429,95,95.4,"M","Wales","Lower Than A Level","0-10%","0-35",0,90,"Y","Distinction",-23,NA,-23,NA +"1106",654824,7,NA,3.75895765472313,NA,4.71153846153846,1.85714285714286,1.85714285714286,5.63903743315508,3.75,1,1.1304347826087,9.05,NA,1.08163265306122,1.74789915966387,1.24,80.1428571428571,76.2,"M","North Region","Lower Than A Level","","35-55",0,60,"N","Pass",-59,NA,-59,NA +"1107",654834,5,2,3.95876288659794,NA,4.22641509433962,1.66666666666667,1,7.77804878048781,3.55555555555556,1.17647058823529,1.22857142857143,8.45192307692308,NA,1.02898550724638,2.18390804597701,1.22641509433962,88.4285714285714,95.4,"M","West Midlands Region","A Level or Equivalent","30-40%","0-35",0,120,"N","Distinction",-129,NA,-129,NA +"1108",654852,NA,NA,3.97058823529412,NA,6.609375,1.2,1.76923076923077,5.77127659574468,8.61538461538461,1.7,1.66666666666667,5.03508771929825,NA,1.65454545454545,2.72784810126582,1.25531914893617,NA,77,"F","East Midlands Region","Lower Than A Level","30-40%","0-35",0,60,"N","Withdrawn",-29,125,-29,125 +"1109",654867,3.125,2.5,3.1272365805169,NA,4.65425531914894,1.25,1.1875,5.46467391304348,3.75,1,1.09090909090909,6.99137931034483,NA,1.15151515151515,1.63320463320463,1.2027027027027,88,90.8,"F","Scotland","HE Qualification","70-80%","0-35",0,60,"N","Distinction",-109,NA,-109,NA +"1110",654947,NA,NA,3.2,NA,3.1025641025641,1.5,NA,6.68539325842697,1,1,1,10.890625,NA,1.03448275862069,1.89915966386555,1.09090909090909,66,66.5,"M","West Midlands Region","Lower Than A Level","0-10%","0-35",0,60,"N","Fail",-52,NA,-52,NA +"1111",655028,NA,NA,1.77777777777778,NA,3.56,1.33333333333333,6,3.58536585365854,2,1,NA,6.71428571428571,NA,1.3,1.83333333333333,1,NA,59.6666666666667,"M","North Western Region","Lower Than A Level","40-50%","0-35",0,120,"N","Fail",-25,NA,-25,NA +"1112",655088,NA,NA,3.125,NA,2.66666666666667,1,NA,6.11764705882353,NA,1,NA,1,NA,1.25,1.57692307692308,1.5,86,70,"F","East Anglian Region","Lower Than A Level","60-70%","0-35",0,120,"Y","Withdrawn",-106,51,-106,51 +"1113",655113,NA,NA,2.42307692307692,NA,2.91666666666667,1.33333333333333,NA,2,NA,1,NA,1.75,NA,2.13333333333333,1.33333333333333,1.5,NA,68,"M","East Midlands Region","Lower Than A Level","10-20","0-35",0,120,"N","Withdrawn",-127,12,-127,12 +"1114",655115,3,1,2.32954545454545,NA,3.81967213114754,1.33333333333333,1.33333333333333,8.09090909090909,2.6,1,1.26315789473684,25.16,NA,1.36734693877551,1.75657894736842,1.44444444444444,93,80.6,"M","North Region","Lower Than A Level","","0-35",0,60,"Y","Pass",-23,NA,-23,NA +"1115",655124,NA,NA,5.64,NA,2.45833333333333,1,1,3.08823529411765,NA,1.33333333333333,NA,7.7,NA,2.11111111111111,1.70491803278689,1,87,64,"M","South Region","Lower Than A Level","10-20","0-35",0,60,"N","Fail",-91,NA,-91,NA +"1116",655127,2.71428571428571,NA,2.24705882352941,NA,3.17931034482759,1.33333333333333,1,4.87798408488064,4.05555555555556,1,1.22222222222222,10.4426229508197,NA,1.26470588235294,1.55426356589147,1.175,84.7142857142857,86.2,"F","Ireland","A Level or Equivalent","30-40%","0-35",0,90,"N","Distinction",-85,NA,-85,NA +"1117",655353,NA,NA,4.23029045643154,3.66666666666667,5.06030150753769,1.5,1,5.12295081967213,1.375,1.5,NA,8.45454545454546,NA,1.10810810810811,1.86530612244898,1.4,87.8571428571429,84.25,"M","London Region","HE Qualification","70-80%","35-55",0,150,"N","Pass",-91,NA,-91,NA +"1118",655386,4,3,3.25174825174825,NA,3.58441558441558,1.71428571428571,4,5.52214452214452,3.5,1.57142857142857,1.27777777777778,13.2911392405063,NA,1.29032258064516,2.0981308411215,1.20754716981132,92.2857142857143,94.6,"M","North Western Region","Lower Than A Level","0-10%","0-35",0,60,"N","Distinction",-106,NA,-106,NA +"1119",655412,3,1,2.57894736842105,NA,3.20238095238095,1.2,NA,7.73568281938326,3.23529411764706,1,1.11538461538462,10.0128205128205,NA,1.04761904761905,1.62913907284768,1.35714285714286,82.1428571428571,69.2,"M","Yorkshire Region","Lower Than A Level","70-80%","0-35",0,60,"N","Pass",-127,NA,-127,NA +"1120",655416,NA,NA,2.5,NA,2.11111111111111,1,NA,1.54545454545455,1.5,1,NA,2,NA,1.66666666666667,1.44444444444444,NA,NA,59,"M","South East Region","A Level or Equivalent","70-80%","0-35",0,60,"N","Withdrawn",-127,104,-127,104 +"1121",655445,2.875,4,1.73584905660377,NA,2.07692307692308,1,1.15384615384615,5.11353711790393,2.2,1.14285714285714,1,7.8,NA,1.19047619047619,1.41304347826087,1.1,86.4285714285714,85,"M","Yorkshire Region","A Level or Equivalent","40-50%","0-35",0,120,"N","Pass",-120,NA,-120,NA +"1122",655569,4,1,3.19047619047619,NA,3.63541666666667,1.25,1,5.99487179487179,2.125,1,1.5,9.84158415841584,NA,1.11764705882353,1.71232876712329,1.18181818181818,84.4285714285714,70.2,"M","West Midlands Region","Lower Than A Level","60-70%","0-35",0,120,"N","Pass",-106,NA,-106,NA +"1123",655629,NA,NA,4,NA,5.375,1,1,4.375,1.33333333333333,1,NA,NA,NA,1.66666666666667,1.79310344827586,1.2,NA,60,"F","South West Region","A Level or Equivalent","20-30%","0-35",0,120,"N","Withdrawn",-15,12,-15,12 +"1124",655796,NA,NA,1.93333333333333,NA,3.76785714285714,1,NA,6.50632911392405,2.75,1,NA,11.3174603174603,NA,1.37037037037037,1.57142857142857,1.90909090909091,81.5714285714286,60,"M","North Region","A Level or Equivalent","30-40%","0-35",0,120,"N","Pass",-123,NA,-123,NA +"1125",655852,NA,NA,2,NA,5.44444444444444,1.66666666666667,NA,3.11538461538462,1.66666666666667,1,NA,NA,NA,1.16666666666667,2.57894736842105,1.11111111111111,NA,70,"M","East Anglian Region","A Level or Equivalent","50-60%","0-35",0,60,"N","Withdrawn",-65,66,-65,66 +"1126",655927,1.66666666666667,NA,3.0958904109589,NA,2.20689655172414,1.5,NA,2.02072538860104,1,NA,NA,10.7543859649123,NA,1.02941176470588,1.62209302325581,1.15384615384615,75.1666666666667,73.2,"M","Ireland","A Level or Equivalent","40-50%","0-35",0,120,"N","Pass",-9,NA,-9,NA +"1127",655981,NA,NA,3.18181818181818,NA,3.54545454545455,1,1.66666666666667,7.32038834951456,7,1,NA,8.65333333333333,NA,1.04545454545455,1.61146496815287,1.4,84.4285714285714,84.8,"M","East Midlands Region","HE Qualification","80-90%","35-55",0,60,"N","Pass",-58,NA,-58,NA +"1128",656029,NA,NA,3.15,NA,4.42424242424242,1,1,7.26666666666667,3,1,NA,1.66666666666667,NA,1.125,2.15789473684211,1,NA,60,"M","South Region","Lower Than A Level","70-80%","35-55",0,150,"N","Withdrawn",-28,30,-28,30 +"1129",656065,NA,NA,2.24698795180723,NA,2.7047619047619,NA,1.46666666666667,5.28855721393035,2.42857142857143,1.2,NA,12.1298701298701,NA,1.19512195121951,1.33834586466165,1.13636363636364,62.8571428571429,73.6,"F","South East Region","HE Qualification","80-90%","0-35",0,60,"N","Pass",-78,NA,-78,NA +"1130",656086,NA,NA,2.11267605633803,NA,2.96078431372549,1,1.2,7.83018867924528,2.5,1,3,7.84090909090909,NA,1.23076923076923,1.46315789473684,1,79.6666666666667,72.6666666666667,"M","North Region","A Level or Equivalent","10-20","0-35",0,90,"N","Withdrawn",-115,130,-115,130 +"1131",656092,3,3,2.54658385093168,NA,2.2283950617284,1.33333333333333,1.14285714285714,4.54360465116279,1.5,1,1.28571428571429,6.45689655172414,NA,1.07692307692308,1.73056994818653,1.1304347826087,88,77.2,"M","North Region","A Level or Equivalent","","0-35",0,120,"N","Pass",-112,NA,-112,NA +"1132",656107,NA,NA,NA,NA,1.75,1.5,NA,3,3,NA,NA,NA,NA,1.5,1.16666666666667,1,NA,88,"M","Scotland","A Level or Equivalent","30-40%","0-35",0,60,"N","Fail",-43,NA,-43,NA +"1133",656131,3.90909090909091,3,2.41085271317829,NA,4.19594594594595,1.4,NA,5.14920634920635,4.16666666666667,1.11111111111111,1.11111111111111,9.74766355140187,NA,1.11764705882353,1.61111111111111,1.5531914893617,92.1428571428571,84.8,"M","Wales","Lower Than A Level","0-10%","35-55",0,60,"N","Pass",-49,NA,-49,NA +"1134",656145,NA,NA,4.22222222222222,NA,2.64705882352941,NA,NA,2,NA,2,NA,5,NA,1.28571428571429,2.10714285714286,NA,NA,61,"M","South Region","A Level or Equivalent","40-50%","0-35",0,120,"Y","Withdrawn",-115,94,-115,94 +"1135",656158,1.6,NA,2.48717948717949,NA,3.57142857142857,1,2.25,4.11858974358974,1.63636363636364,1,1.15,9.89814814814815,NA,1.29032258064516,1.62237762237762,1.05128205128205,74.4285714285714,80.6,"F","North Western Region","A Level or Equivalent","40-50%","0-35",0,120,"N","Pass",-43,NA,-43,NA +"1136",656159,2.66666666666667,2,2.54074074074074,NA,4.78620689655172,1.5,3.5,5.04231625835189,2.64285714285714,1.46153846153846,1.4,16.1585365853659,NA,1.29411764705882,1.73087071240106,1.38888888888889,91,91.6,"M","London Region","Lower Than A Level","10-20","0-35",0,60,"N","Distinction",-52,NA,-52,NA +"1137",656165,NA,NA,3.1125,NA,5.02380952380952,2,NA,8.23921568627451,5.11111111111111,1,2,11.0151515151515,NA,1.41379310344828,1.76811594202899,1.46153846153846,80.5714285714286,73.6,"M","Yorkshire Region","A Level or Equivalent","10-20","0-35",0,60,"N","Pass",-23,NA,-23,NA +"1138",656234,5.82352941176471,2,2.64646464646465,NA,3.45736434108527,1.28571428571429,1.25,3.93963782696177,2.15384615384615,1.30769230769231,1.05555555555556,8.60869565217391,NA,1.12121212121212,1.91240875912409,1.16666666666667,86.5714285714286,91,"M","Ireland","Lower Than A Level","","0-35",0,60,"N","Pass",-30,NA,-30,NA +"1139",656323,NA,NA,1.86301369863014,NA,2.67391304347826,1,2.4,6.78703703703704,1,1,NA,14.9710144927536,NA,1.3,2.06211180124224,1.55,76.7142857142857,58.8,"M","South West Region","Lower Than A Level","90-100%","0-35",0,120,"Y","Pass",-102,NA,-102,NA +"1140",656353,3,NA,5.61111111111111,NA,6.35,1,1.5,4.80402010050251,2.85714285714286,2,1.5,10.641975308642,NA,1.77215189873418,1.93513513513514,1.22222222222222,87.4285714285714,88,"M","London Region","A Level or Equivalent","30-40%","35-55",0,120,"N","Pass",-98,NA,-98,NA +"1141",656360,NA,1,3.45205479452055,NA,5.23809523809524,2.2,1.5,4.62857142857143,4.875,1,1,6.38888888888889,NA,2.08888888888889,2.19117647058824,1.05882352941176,79,NA,"M","London Region","Lower Than A Level","20-30%","0-35",0,180,"N","Withdrawn",-115,12,-115,12 +"1142",656414,NA,NA,2.46242774566474,NA,3.6865671641791,1,1,4.69907407407407,2,1.66666666666667,1.5,14.0740740740741,NA,1.45161290322581,1.69098712446352,1.81818181818182,86.1428571428571,87.8,"M","East Midlands Region","A Level or Equivalent","50-60%","0-35",0,60,"N","Pass",-74,NA,-74,NA +"1143",656436,NA,NA,3.13333333333333,NA,2.77272727272727,2,1.28571428571429,2.62886597938144,1.66666666666667,1,NA,13.0810810810811,NA,1.46875,1.43589743589744,1.23076923076923,85,84.5,"M","South West Region","A Level or Equivalent","50-60%","35-55",0,90,"N","Pass",-10,NA,-10,NA +"1144",656510,NA,NA,3,NA,6.375,1.33333333333333,2,3.33333333333333,NA,NA,NA,3,NA,1.22222222222222,1.73913043478261,1,NA,62,"M","East Anglian Region","Lower Than A Level","40-50%","0-35",0,90,"N","Fail",-120,NA,-120,NA +"1145",656529,NA,1,5.2156862745098,NA,7.44444444444444,1.25,4.83333333333333,8.24747474747475,2.75,1.2,1.5,12.6764705882353,NA,1.47368421052632,2.78534031413613,1.92,86,80.8,"M","Ireland","A Level or Equivalent","50-60%","35-55",0,60,"N","Pass",-87,NA,-87,NA +"1146",656579,3,NA,2.82692307692308,NA,5.8,1,4,10.4394366197183,2.61111111111111,2.5,1.25,10.2363636363636,NA,1.4,2.22014925373134,1.21052631578947,91.2857142857143,84,"F","South West Region","A Level or Equivalent","50-60%","0-35",0,60,"N","Distinction",-58,NA,-58,NA +"1147",656607,4.33333333333333,NA,3.06481481481481,4.66666666666667,4.22,1,1,6.91228070175439,2.25,1,1.11111111111111,7.15238095238095,NA,1.21739130434783,2.06024096385542,1.35294117647059,80,67.4,"F","London Region","Lower Than A Level","0-10%","0-35",0,60,"N","Pass",-73,NA,-73,NA +"1148",656651,1,NA,1.92682926829268,NA,2.25833333333333,1.08333333333333,1,2.49382716049383,1,1,NA,11.2028985507246,NA,1.03571428571429,1.41212121212121,1.11764705882353,80.5714285714286,70.6,"M","South West Region","A Level or Equivalent","20-30%","0-35",0,120,"N","Pass",-115,NA,-115,NA +"1149",656693,NA,NA,2.52380952380952,NA,7.08333333333333,2,1,4.54166666666667,1,1.5,NA,1,NA,2.11111111111111,2.5,1.14285714285714,NA,82,"M","South East Region","A Level or Equivalent","0-10%","0-35",0,60,"N","Withdrawn",-120,12,-120,12 +"1150",656734,4.33333333333333,1.5,4.22955145118734,NA,6.21505376344086,1.5,1,6.04619565217391,2.70588235294118,1,1.26923076923077,7.63945578231293,NA,1.34146341463415,2.14161849710983,1.26666666666667,83.4285714285714,85.6,"F","South West Region","Lower Than A Level","70-80%","0-35",0,120,"N","Distinction",-108,NA,-108,NA +"1151",656791,4,1,2.5709219858156,NA,5.8252427184466,1.33333333333333,1,6.48765432098765,4.30769230769231,1.2,1.33333333333333,6.09170305676856,NA,2.11475409836066,1.68226600985222,1.14583333333333,73.8571428571429,70.6,"M","London Region","A Level or Equivalent","10-20","35-55",0,90,"N","Pass",-79,NA,-79,NA +"1152",656800,NA,NA,3.64,NA,4.23076923076923,1.4,NA,2.82608695652174,2.625,NA,NA,2.25,NA,1.8,1.33333333333333,1,NA,80,"M","West Midlands Region","Lower Than A Level","20-30%","0-35",0,240,"N","Withdrawn",-113,12,-113,12 +"1153",656882,NA,NA,3.77121771217712,NA,5.25949367088608,1.25,1.5,6.42857142857143,3.625,1.5,1,9.16058394160584,NA,1.72413793103448,2.07853403141361,1.70833333333333,88.5714285714286,87.6,"M","Yorkshire Region","A Level or Equivalent","80-90%","35-55",0,60,"N","Distinction",-78,NA,-78,NA +"1154",656988,NA,NA,3.08205128205128,7,3.94366197183099,2,NA,4.62820512820513,1,1,NA,12.1176470588235,NA,1.25,1.47368421052632,1,84.5,85.75,"M","Wales","Lower Than A Level","50-60%","0-35",0,60,"N","Fail",-64,NA,-64,NA +"1155",656996,2.5,NA,2.19672131147541,1,3.71717171717172,2,1,3.89393939393939,NA,1,NA,10.0862068965517,NA,1.33333333333333,1.6171875,1.42307692307692,86.4285714285714,66,"M","East Anglian Region","Lower Than A Level","50-60%","0-35",0,60,"N","Pass",-49,NA,-49,NA +"1156",657048,NA,NA,1.80645161290323,NA,2.58241758241758,1,NA,6.23717948717949,1.2,1,NA,11.4736842105263,NA,1.25,1.48701298701299,1.28571428571429,82.1428571428571,76.8,"M","Scotland","HE Qualification","0-10%","0-35",0,120,"N","Pass",-93,NA,-93,NA +"1157",657181,NA,NA,1.83333333333333,NA,2.07692307692308,1,NA,2.71428571428571,1.5,1,NA,2.75,NA,1.2,1.1,1,NA,68,"M","London Region","Lower Than A Level","10-20","0-35",0,120,"N","Withdrawn",-115,36,-115,36 +"1158",657220,1,NA,2.14545454545455,NA,3.08695652173913,1.33333333333333,2,5.92156862745098,3.5,1,1.5,11.433734939759,NA,1.41176470588235,1.55757575757576,1.15789473684211,85.5714285714286,74.2,"M","Yorkshire Region","Lower Than A Level","60-70%","0-35",0,60,"N","Pass",-30,NA,-30,NA +"1159",657330,1.85714285714286,NA,2.78365384615385,NA,3.58474576271186,1.2,1.35294117647059,6.30165289256198,1.85714285714286,1.4,1.11111111111111,15.3953488372093,NA,1.19354838709677,1.63636363636364,1.29166666666667,75.1428571428571,87.8,"M","North Region","A Level or Equivalent","10-20","0-35",0,60,"N","Distinction",-60,NA,-60,NA +"1160",657344,3.66666666666667,1,3.29677419354839,NA,4.3121387283237,1.25,1.36363636363636,5.38766519823789,3.7,1,1.23529411764706,8.43835616438356,NA,1.18181818181818,1.51592356687898,1.27272727272727,80.5714285714286,88,"M","East Anglian Region","Lower Than A Level","30-40%","35-55",0,60,"N","Distinction",-114,NA,-114,NA +"1161",674222,4.71428571428571,2,2.20535714285714,NA,4.35460992907801,2,1,6.22818791946309,2.5,1.25,1.21052631578947,11.5342465753425,NA,1.48717948717949,1.68717948717949,1.32142857142857,83.4285714285714,93.6,"M","Ireland","HE Qualification","","35-55",0,60,"N","Pass",-22,NA,-22,NA +"1162",674226,NA,NA,3.01818181818182,NA,2.57692307692308,1.5,1,5.94021739130435,2.66666666666667,1,1,13.421875,NA,1.21428571428571,1.53932584269663,1.125,73.5714285714286,75.6,"M","London Region","A Level or Equivalent","30-40%","0-35",0,60,"N","Pass",-15,NA,-15,NA +"1163",674236,NA,NA,3.98648648648649,NA,3.9047619047619,1,2.5,9.67857142857143,1,1.33333333333333,1,11.0545454545455,NA,1.44117647058824,2.26347305389222,1.55555555555556,88.2857142857143,84.8,"M","Wales","A Level or Equivalent","0-10%","0-35",0,120,"N","Distinction",-23,NA,-23,NA +"1164",674260,NA,NA,7.73529411764706,1,4.33333333333333,1.5,NA,7.375,1,1,NA,8.42857142857143,NA,1.75,2,2.09090909090909,NA,86,"M","South West Region","A Level or Equivalent","40-50%","0-35",0,120,"N","Fail",-105,NA,-105,NA +"1165",674262,3.75,1.5,2.65923566878981,NA,4.95491803278689,1.2,1,5,1.72727272727273,1,1.1025641025641,7.86896551724138,NA,1.06666666666667,1.51830985915493,1.31884057971015,95.5714285714286,95.6,"F","Wales","HE Qualification","40-50%","0-35",0,90,"N","Distinction",-46,NA,-46,NA +"1166",674320,1,1,3.48901098901099,NA,2.6036036036036,1,1.4,7.02013422818792,1.75,2,1,11.8095238095238,NA,1.10526315789474,1.59405940594059,1.38461538461538,86,89.2,"M","South East Region","Lower Than A Level","10-20","0-35",0,120,"N","Pass",-109,NA,-109,NA +"1167",674387,3.1,2,2.768,NA,4.359375,1.125,1.69230769230769,6.99708454810496,4.25925925925926,1.5,1.15,5.19354838709677,NA,1.11764705882353,2.22916666666667,1.22077922077922,89.7142857142857,79.4,"M","North Western Region","Lower Than A Level","30-40%","35-55",0,60,"N","Pass",-43,NA,-43,NA +"1168",674406,NA,NA,2.25396825396825,NA,3.52,1.2,1.28571428571429,5.41860465116279,2.25,NA,NA,11.6481481481481,NA,1.52941176470588,1.77477477477477,1.07692307692308,78.5714285714286,79.75,"M","East Midlands Region","A Level or Equivalent","30-40%","0-35",0,120,"N","Pass",-114,NA,-114,NA +"1169",674451,5.83333333333333,1,3.60194174757282,NA,3.0234375,1,1.16666666666667,5.69938650306749,1.58333333333333,1,1.5,12.46,NA,1.33333333333333,1.61111111111111,1,79.2857142857143,83,"M","Scotland","HE Qualification","60-70%","0-35",0,60,"N","Pass",-85,NA,-85,NA +"1170",674478,NA,NA,1.97938144329897,NA,3.54545454545455,1,1,7.95384615384615,2.5,1,NA,3,NA,1.96774193548387,1.65822784810127,1,NA,58.3333333333333,"F","London Region","A Level or Equivalent","10-20","0-35",0,120,"N","Fail",-114,NA,-114,NA +"1171",674484,4,3,2.27868852459016,NA,3.32352941176471,1.66666666666667,1.66666666666667,7.53589743589744,2.61111111111111,1.15384615384615,1.08571428571429,7.22352941176471,NA,1.125,1.47761194029851,1.16666666666667,92.8571428571429,83,"M","Scotland","A Level or Equivalent","30-40%","0-35",0,60,"N","Pass",-77,NA,-77,NA +"1172",674497,5.42857142857143,NA,2.69090909090909,NA,3.13924050632911,1,NA,6.96511627906977,1,1,1.04347826086957,9.14285714285714,NA,1.17647058823529,1.52795031055901,1.08333333333333,83.8571428571429,77,"M","Wales","A Level or Equivalent","60-70%","0-35",0,120,"N","Pass",-25,NA,-25,NA +"1173",674509,4.125,2,4.08928571428571,NA,9,1.83333333333333,2.3,8.99719101123596,2.89230769230769,1.7,1.17241379310345,5.69230769230769,NA,1.21951219512195,2.1523178807947,1.63157894736842,94.8571428571429,80,"M","Scotland","HE Qualification","30-40%","35-55",0,60,"N","Pass",-95,NA,-95,NA +"1174",674584,2.16666666666667,3,2.26356589147287,NA,2.59047619047619,1.33333333333333,1.1,4.36873156342183,1,1.14285714285714,1.25,10.9166666666667,NA,1.11904761904762,1.33149171270718,1.1,88.4285714285714,87.6,"M","North Region","A Level or Equivalent","","0-35",0,60,"N","Distinction",-108,NA,-108,NA +"1175",674594,NA,NA,3.26666666666667,NA,4.59183673469388,2.5,NA,7.43010752688172,3,1,NA,8,NA,1.27777777777778,2.20238095238095,1.07692307692308,52,85.3333333333333,"M","Yorkshire Region","Lower Than A Level","20-30%","0-35",0,60,"N","Fail",-114,NA,-114,NA +"1176",674644,NA,NA,2.71028037383178,2,3.36082474226804,1,1.33333333333333,6.53631284916201,2.6875,1.5,NA,13.4,NA,1.33333333333333,1.53846153846154,1.27272727272727,82.4285714285714,88.2,"M","London Region","A Level or Equivalent","30-40%","0-35",0,60,"N","Pass",-109,NA,-109,NA +"1177",674657,NA,1,2.89814814814815,NA,4.37142857142857,1.5,1.33333333333333,6.09230769230769,1.42857142857143,1,NA,12,NA,1.43589743589744,1.77777777777778,1.44,84.2857142857143,77.8,"M","South Region","HE Qualification","20-30%","35-55",0,150,"N","Pass",-56,NA,-56,NA +"1178",674671,2.8,4,2.90909090909091,NA,6.1063829787234,1,NA,6.40070921985816,2,1.33333333333333,1.07894736842105,7.06451612903226,NA,1.18181818181818,2.03370786516854,1.78571428571429,82.5714285714286,73.6,"M","East Anglian Region","Lower Than A Level","20-30%","0-35",0,60,"N","Pass",-98,NA,-98,NA +"1179",674691,3,3,2.99183673469388,1,5.13259668508287,1.66666666666667,1.1,9.33240223463687,4.52173913043478,1.3125,1.11904761904762,8.58333333333333,NA,1.18918918918919,1.65727699530516,1.30612244897959,79.1428571428571,96.2,"F","South Region","HE Qualification","40-50%","0-35",0,60,"N","Distinction",-91,NA,-91,NA +"1180",674694,NA,1,3.69444444444444,NA,3.98717948717949,1,1,9.66428571428571,NA,NA,1.5,26.2777777777778,NA,1.75,2.03191489361702,2.14285714285714,89.7142857142857,86.2,"M","East Midlands Region","A Level or Equivalent","40-50%","0-35",0,120,"N","Pass",-113,NA,-113,NA +"1181",674699,2.16666666666667,NA,2.79381443298969,NA,3.03478260869565,1.25,2,6.58018867924528,1.90909090909091,1.5,1.33333333333333,9.92307692307692,NA,1.2,1.74213836477987,1.225,86.1428571428571,88.4,"F","South Region","No Formal quals","90-100%","0-35",0,120,"N","Distinction",-57,NA,-57,NA +"1182",674751,4,NA,2.51538461538462,NA,4.66393442622951,1.6,1,6.43548387096774,2.375,1,1.5,10.9880239520958,NA,1.30769230769231,2.00609756097561,1.53846153846154,93.2857142857143,90.2,"M","North Western Region","A Level or Equivalent","90-100%","0-35",0,60,"N","Distinction",-99,NA,-99,NA +"1183",674831,NA,NA,1.90909090909091,NA,1.68181818181818,1.33333333333333,1.11111111111111,8.21301775147929,1.85714285714286,1,1,10.5609756097561,NA,1.15384615384615,1.38961038961039,1,84,79.6,"M","East Midlands Region","Lower Than A Level","40-50%","0-35",0,60,"Y","Pass",-112,NA,-112,NA +"1184",674870,2.5,NA,2.88095238095238,3,8.09883720930233,1.33333333333333,NA,5.57731958762887,3.71428571428571,1.36363636363636,1.23076923076923,9.24870466321244,NA,1.14492753623188,1.96747967479675,1.85416666666667,87.2857142857143,86.8,"F","West Midlands Region","A Level or Equivalent","10-20","0-35",0,120,"N","Pass",-107,NA,-107,NA +"1185",674921,NA,NA,5.17391304347826,NA,4.59124087591241,2.5,1,8.22699386503067,4.16666666666667,1.16666666666667,1.5,8.51282051282051,NA,1.20833333333333,2.56020942408377,1.24137931034483,89,93.2,"M","London Region","Lower Than A Level","60-70%","0-35",0,60,"N","Distinction",-21,NA,-21,NA +"1186",675021,5.625,2,4.73228346456693,3,5.73076923076923,1.5,1.14285714285714,7.74019607843137,3.33333333333333,1.5,1.3125,10.3636363636364,NA,1.14285714285714,2.45045045045045,1.20408163265306,86.1428571428571,89,"M","Scotland","HE Qualification","80-90%","35-55",0,60,"N","Distinction",-85,NA,-85,NA +"1187",675054,5.75,NA,2.85470085470085,NA,4.19277108433735,1.5,1,4.08225108225108,6,1.66666666666667,NA,10.0363636363636,NA,1.1304347826087,1.6241134751773,1.27272727272727,90.4285714285714,90.8,"M","London Region","HE Qualification","30-40%","0-35",0,120,"N","Pass",-109,NA,-109,NA +"1188",675193,NA,NA,2.0952380952381,NA,2.36363636363636,1.33333333333333,NA,6.3402489626556,1.5,1.25,1.44444444444444,9.22033898305085,NA,1.22222222222222,1.27564102564103,1.18181818181818,83,80,"M","South West Region","Lower Than A Level","40-50%","0-35",0,60,"N","Pass",-60,NA,-60,NA +"1189",675225,4,1,3.7910447761194,NA,2.20833333333333,1.33333333333333,2,6.032,4.25,1,1.25,12.6545454545455,NA,1.25,1.48051948051948,1.35,86.2857142857143,81,"M","North Western Region","Lower Than A Level","0-10%","0-35",0,120,"Y","Pass",-23,NA,-23,NA +"1190",675233,5.5,2,3,NA,5.16463414634146,1.5,1.5,9.34037558685446,2.76470588235294,1.23076923076923,1.40909090909091,8.29333333333333,NA,1.22222222222222,2.4115523465704,1.54545454545455,84.1428571428571,90.6,"M","North Western Region","HE Qualification","0-10%","0-35",0,90,"N","Pass",-107,NA,-107,NA +"1191",675261,NA,NA,2.26666666666667,NA,4.078125,1,1,5.15503875968992,3,1.5,1,12.462962962963,NA,1.28571428571429,1.81372549019608,1.11111111111111,72,75.75,"F","South West Region","A Level or Equivalent","30-40%","0-35",0,120,"N","Pass",-52,NA,-52,NA +"1192",675273,NA,1,1.67857142857143,NA,2.20408163265306,1,1,3.77142857142857,1,1,NA,12.3382352941176,NA,1.55555555555556,1.5959595959596,1.25,59.2857142857143,55.2,"F","London Region","HE Qualification","10-20","0-35",0,120,"N","Fail",-7,NA,-7,NA +"1193",675279,2,NA,4.50568181818182,NA,11.010989010989,2.42857142857143,4,6.0233918128655,1.84,3,1.21428571428571,8.68115942028986,NA,1.17977528089888,2.30864197530864,1.09090909090909,68.1428571428571,74.8,"M","Scotland","HE Qualification","50-60%","35-55",0,60,"Y","Pass",-36,NA,-36,NA +"1194",675315,4.66666666666667,NA,2.03819444444444,NA,4.29239766081871,1.33333333333333,1.68181818181818,4.68279569892473,1.5,1,NA,15.4128440366972,NA,1.61111111111111,2.06735751295337,1.35616438356164,78.1428571428571,83.8,"M","West Midlands Region","HE Qualification","90-100%","0-35",0,150,"N","Pass",-45,NA,-45,NA +"1195",675328,NA,NA,2.35294117647059,NA,3.76086956521739,1.2,3,7.26455026455026,2.25,1,1.5,12.4576271186441,NA,1.40740740740741,1.76774193548387,1.24137931034483,70.2857142857143,70.2,"M","North Western Region","HE Qualification","10-20","35-55",0,120,"N","Pass",-100,NA,-100,NA +"1196",675337,NA,NA,NA,NA,4.71428571428571,NA,NA,6.86666666666667,4.25,NA,NA,18,NA,2.66666666666667,2,NA,NA,68,"M","East Anglian Region","Lower Than A Level","40-50%","0-35",0,90,"N","Withdrawn",-4,12,-4,12 +"1197",675474,NA,NA,4.73684210526316,NA,4.02941176470588,1,2,2.82857142857143,1,NA,NA,12.8139534883721,NA,1.2,1.81578947368421,2,76,82.2,"M","Wales","Lower Than A Level","60-70%","0-35",0,90,"N","Pass",-107,NA,-107,NA +"1198",675486,NA,NA,3.1,NA,4.94736842105263,1.66666666666667,1.33333333333333,3.2156862745098,2.54545454545455,NA,1.5,3.58333333333333,NA,1.44444444444444,1.54385964912281,1.16666666666667,NA,84,"F","North Western Region","Lower Than A Level","10-20","0-35",0,180,"Y","Withdrawn",-64,65,-64,65 +"1199",675514,NA,NA,1.94117647058824,NA,1.8125,1,1,5.12903225806452,NA,1,NA,1,NA,1.25,1.29032258064516,NA,NA,74,"M","East Midlands Region","Lower Than A Level","50-60%","0-35",0,60,"N","Fail",-88,NA,-88,NA +"1200",675566,NA,NA,2.3,NA,2.72727272727273,1.5,2,5.63380281690141,3.28571428571429,1.1,1,14.0789473684211,NA,1.41176470588235,1.36781609195402,1.33333333333333,80.7142857142857,87.8,"M","South West Region","Lower Than A Level","30-40%","0-35",0,60,"N","Distinction",-108,NA,-108,NA +"1201",675577,NA,NA,3.54545454545455,NA,3.22368421052632,1.25,NA,5.67832167832168,3,1,1.5,6.63636363636364,NA,1.27777777777778,1.91397849462366,1,NA,69.6666666666667,"M","East Anglian Region","A Level or Equivalent","60-70%","0-35",0,60,"Y","Fail",-44,NA,-44,NA +"1202",675636,2.77777777777778,1,2.85576923076923,NA,3.09302325581395,1,1.75,6.91071428571429,2.64705882352941,1,1.14814814814815,6.9585798816568,NA,1.24242424242424,1.7890625,1.21428571428571,82.2857142857143,64.4,"M","North Region","Lower Than A Level","0-10%","0-35",0,60,"N","Pass",-106,NA,-106,NA +"1203",675710,2.28571428571429,5,3.25555555555556,NA,4.04854368932039,1.4,1.52,5.04983388704319,2.51851851851852,1.46153846153846,1.11111111111111,7.31481481481481,NA,1.04166666666667,1.85975609756098,1.22222222222222,94.7142857142857,89.6,"M","South East Region","A Level or Equivalent","60-70%","35-55",0,60,"N","Distinction",-53,NA,-53,NA +"1204",675843,NA,NA,2.17073170731707,NA,3.08333333333333,1,NA,6.76470588235294,1.6,1,1.5,11.7142857142857,NA,1.42857142857143,1.54761904761905,1,NA,64,"M","East Anglian Region","Lower Than A Level","30-40%","0-35",0,60,"Y","Withdrawn",-29,84,-29,84 +"1205",675947,NA,NA,3,NA,5.42857142857143,1.2,NA,6.41379310344828,1,1.5,NA,2,NA,2.125,2.42307692307692,1.11111111111111,NA,58,"M","West Midlands Region","Lower Than A Level","10-20","35-55",0,60,"N","Withdrawn",-106,37,-106,37 +"1206",675989,8.5,2,2.1501976284585,NA,3.43347639484979,1,1,6.00886524822695,1.75193798449612,1.07142857142857,1.14285714285714,4.65060240963855,NA,1.31818181818182,1.4572864321608,1.19444444444444,86,87.2,"M","London Region","A Level or Equivalent","50-60%","35-55",0,60,"N","Distinction",-102,NA,-102,NA +"1207",676007,NA,NA,1.85955056179775,1,3.19672131147541,1.25,1,3.09,1,1,NA,13.4727272727273,NA,1.07407407407407,1.25974025974026,1,68.2857142857143,68.25,"M","South West Region","A Level or Equivalent","70-80%","0-35",0,60,"N","Pass",-106,NA,-106,NA +"1208",676040,NA,NA,2.24,NA,3.11538461538462,1.2,3.5,9.42105263157895,3.5,1,1.5,11.8571428571429,NA,1.6271186440678,1.56896551724138,1.375,81,81,"M","North Western Region","Lower Than A Level","20-30%","0-35",0,60,"N","Withdrawn",-106,62,-106,62 +"1209",676064,1,NA,2.40845070422535,NA,5.13698630136986,1,1,5.53913043478261,3.44444444444444,1,1.21052631578947,9.36363636363636,NA,1.46464646464646,1.76608187134503,1.31578947368421,87.8571428571429,92.4,"M","West Midlands Region","A Level or Equivalent","40-50%","0-35",0,60,"N","Distinction",-63,NA,-63,NA +"1210",676103,3.33333333333333,NA,4.07692307692308,NA,3.98571428571429,1.66666666666667,2,6.56331877729258,3.6,1.5,NA,11.3396226415094,NA,1.33333333333333,2.07142857142857,1.75,81.2857142857143,74.4,"M","South West Region","A Level or Equivalent","60-70%","0-35",0,120,"N","Pass",-22,NA,-22,NA +"1211",676139,NA,NA,2.68518518518519,NA,5.37931034482759,1,1,4.45945945945946,3.3,1,1.5,5.81481481481481,NA,1.0625,1.66216216216216,1,83.6666666666667,79.3333333333333,"M","East Anglian Region","A Level or Equivalent","50-60%","35-55",0,60,"N","Fail",-67,NA,-67,NA +"1212",676190,2.8,1,2.98701298701299,NA,4.62025316455696,2.25,2.6,7.96325459317585,5.31034482758621,1.66666666666667,1.36666666666667,6.1505376344086,NA,1.53333333333333,2.02822580645161,1.44736842105263,89.5714285714286,88,"M","Wales","A Level or Equivalent","90-100%","0-35",0,60,"N","Distinction",-52,NA,-52,NA +"1213",676265,2.8,1,2.76404494382022,NA,4.04255319148936,1,1,6.80528052805281,3.36363636363636,1.14285714285714,1.27272727272727,8.34426229508197,NA,1.08695652173913,1.53191489361702,1.68421052631579,87.2857142857143,80.6,"M","South West Region","Lower Than A Level","80-90%","0-35",0,60,"N","Pass",-78,NA,-78,NA +"1214",676272,NA,NA,4,NA,3.38461538461538,1.5,NA,6.85714285714286,NA,NA,NA,13.6458333333333,NA,1.66666666666667,2.95121951219512,1.5,64,37.75,"M","Wales","Lower Than A Level","0-10%","0-35",0,60,"N","Fail",-53,NA,-53,NA +"1215",676303,NA,NA,2.63636363636364,NA,3.90540540540541,1,1,5.44137931034483,1.75,1,NA,14.4782608695652,NA,1.27777777777778,1.73275862068966,1.22222222222222,78,79,"M","London Region","Lower Than A Level","50-60%","0-35",0,120,"N","Pass",-105,NA,-105,NA +"1216",676378,3,NA,2.565,NA,5.16666666666667,1.14285714285714,1.16666666666667,4.49698795180723,2.33333333333333,1.25,1.2,7.7029702970297,NA,1.35714285714286,1.75471698113208,1.11538461538462,76.5714285714286,87.8,"M","Ireland","HE Qualification","","35-55",0,60,"N","Distinction",-22,NA,-22,NA +"1217",676444,4.41666666666667,2.5,2.00722891566265,NA,5.67058823529412,1.75,1.96153846153846,6.77395577395577,2.66666666666667,1.28571428571429,1.11111111111111,4.1531914893617,NA,1.05555555555556,1.45434782608696,1.44615384615385,86.8571428571429,92.8,"M","West Midlands Region","Lower Than A Level","20-30%","0-35",0,60,"N","Distinction",-102,NA,-102,NA +"1218",676458,1.5,NA,2.52307692307692,NA,3.35365853658537,1,1,4.87234042553191,1.5,1.25,1.06666666666667,10.4347826086957,NA,1.86666666666667,1.45454545454545,1.0952380952381,73.5,58.75,"M","South West Region","Lower Than A Level","10-20","0-35",0,60,"N","Fail",-102,NA,-102,NA +"1219",676459,4,1.5,2.79545454545455,NA,3.64666666666667,1.5,NA,6.43916913946587,2.86666666666667,1,1.26315789473684,7.9873417721519,NA,1.35416666666667,2.308,1.37777777777778,83,71,"M","Scotland","Lower Than A Level","30-40%","0-35",0,60,"N","Pass",-86,NA,-86,NA +"1220",676478,3.5,2,2.79881656804734,NA,3.33333333333333,1,1,5.88,4.17647058823529,1.06666666666667,1.10810810810811,6.16831683168317,NA,1,1.875,1.1,95,94,"M","South West Region","A Level or Equivalent","70-80%","35-55",0,60,"N","Distinction",-45,NA,-45,NA +"1221",676492,2.07692307692308,1,2.74594594594595,NA,4.76136363636364,1.66666666666667,1,6.12166172106825,1.66666666666667,1.15384615384615,1.28571428571429,12.5364238410596,NA,1.06521739130435,2.24233983286908,1.15277777777778,74.2857142857143,78,"M","Yorkshire Region","HE Qualification","60-70%","0-35",0,150,"N","Pass",-52,NA,-52,NA +"1222",676600,NA,NA,2.33333333333333,NA,4.46428571428571,1.5,NA,4.97297297297297,5.5,1,NA,6.5,NA,1.4,1.70689655172414,1.07692307692308,NA,90,"F","Yorkshire Region","Lower Than A Level","10-20","0-35",0,60,"N","Withdrawn",-102,25,-102,25 +"1223",676610,NA,NA,4.23611111111111,NA,5.8695652173913,1,1.54545454545455,5.22372881355932,1,1.5,1.5,10.4453781512605,NA,1.13157894736842,1.80740740740741,1.29268292682927,84.1428571428571,86.8,"M","North Region","A Level or Equivalent","","0-35",0,120,"N","Distinction",-13,NA,-13,NA +"1224",676626,NA,2,2.37373737373737,5.16666666666667,5,1.2,1,6.81506849315068,5.8,1.125,1.33333333333333,7.56666666666667,NA,1.03703703703704,1.948,1.4390243902439,84.5714285714286,90.6,"M","Wales","A Level or Equivalent","50-60%","0-35",0,60,"N","Distinction",-45,NA,-45,NA +"1225",676627,NA,NA,3,NA,2.25,1,1,3.44,9,1,NA,12.75,NA,3.16666666666667,1.6875,1,NA,56,"F","East Anglian Region","Lower Than A Level","40-50%","0-35",0,120,"N","Withdrawn",-23,87,-23,87 +"1226",676866,NA,NA,3.43243243243243,NA,4.375,1.5,NA,9.85641025641026,1.6,1,1,10.7222222222222,NA,1.15789473684211,2.11111111111111,1.27272727272727,83.4285714285714,88,"M","South Region","A Level or Equivalent","50-60%","0-35",0,90,"N","Pass",-101,NA,-101,NA +"1227",676882,NA,4,2.78102189781022,NA,4.60504201680672,1,3.25,6.53787878787879,2.44444444444444,1.66666666666667,1.42857142857143,12.8,NA,1.77272727272727,1.88292682926829,1.33333333333333,70.8571428571429,83,"M","North Region","Lower Than A Level","10-20","0-35",0,60,"N","Pass",-95,NA,-95,NA +"1228",677081,NA,NA,2.33333333333333,NA,5.15384615384615,1,NA,4.96,2.75,NA,NA,10.75,NA,1.16666666666667,1.55555555555556,1,NA,84,"M","South West Region","Lower Than A Level","0-10%","0-35",0,240,"N","Withdrawn",-51,12,-51,12 +"1229",677085,4,3,1.68367346938776,NA,2.875,1,1.46153846153846,5.34313725490196,2.33333333333333,1.25,1.83333333333333,9.78181818181818,NA,1.06666666666667,1.33793103448276,1.5,85.5714285714286,72.8,"M","North Region","HE Qualification","","0-35",0,150,"N","Pass",-73,NA,-73,NA +"1230",677111,1.5,NA,2.71627906976744,1,7.18181818181818,1.25,1.25,5.46927374301676,2.73333333333333,1,1.27272727272727,6.71223021582734,NA,1.43333333333333,2.0989010989011,1.52173913043478,74.8571428571429,79.6,"F","West Midlands Region","Lower Than A Level","20-30%","0-35",0,120,"N","Pass",-79,NA,-79,NA +"1231",677138,3,1,2.79816513761468,NA,4.56338028169014,1.33333333333333,1,8.26521739130435,2,1,1.13636363636364,7.91954022988506,NA,1.10526315789474,1.78125,1.33333333333333,89.7142857142857,87.6,"M","East Anglian Region","A Level or Equivalent","50-60%","0-35",0,120,"N","Distinction",-100,NA,-100,NA +"1232",677155,NA,NA,2.46046511627907,2,5.2,1.66666666666667,2.81818181818182,6.91849529780564,2.57142857142857,2,NA,8.61594202898551,NA,1.85106382978723,1.81615598885794,1.23529411764706,57.7142857142857,58.4,"F","North Western Region","Lower Than A Level","0-10%","35-55",0,60,"N","Pass",-64,NA,-64,NA +"1233",677167,6,1,3.5974025974026,NA,5.93548387096774,2.4,1.33333333333333,6.32456140350877,3,1.5,1.14814814814815,15.1973684210526,NA,1.37209302325581,1.6890756302521,1.3,89.2857142857143,79.2,"F","North Western Region","A Level or Equivalent","20-30%","0-35",0,60,"N","Pass",-95,NA,-95,NA +"1234",677206,2.33333333333333,1,1.74117647058824,NA,4,1.5,1.41666666666667,5.26859504132231,2.66666666666667,1.18181818181818,1,10.2315789473684,NA,1.69230769230769,1.65566037735849,1.28571428571429,68,73.6,"F","West Midlands Region","A Level or Equivalent","40-50%","0-35",0,60,"N","Pass",-65,NA,-65,NA +"1235",677221,2.375,1,3.60714285714286,12,5.49704142011834,2,1,8.02201257861635,4,1,1.12,10.6772151898734,NA,1.76,2.16299559471366,1.33333333333333,76.4285714285714,87.2,"F","Scotland","HE Qualification","30-40%","0-35",0,60,"N","Distinction",-74,NA,-74,NA +"1236",677235,NA,NA,1.23529411764706,NA,2.08571428571429,1.66666666666667,1.5,1.41304347826087,NA,NA,NA,15.8333333333333,NA,1.45454545454545,1.63076923076923,1,82.4285714285714,62.8,"M","Wales","Lower Than A Level","30-40%","0-35",0,60,"N","Fail",-37,NA,-37,NA +"1237",677327,NA,NA,2.7,NA,2.76470588235294,1,NA,2.61904761904762,NA,NA,NA,15.48,NA,2,1.47826086956522,NA,80,70,"F","South West Region","Lower Than A Level","80-90%","0-35",0,60,"N","Withdrawn",-99,59,-99,59 +"1238",677382,NA,NA,2.92708333333333,NA,4.53225806451613,2,1.71428571428571,9,3.66666666666667,1.4,1.5,21.9886363636364,NA,1.375,2.23717948717949,1.40909090909091,72.5714285714286,65.2,"M","East Midlands Region","A Level or Equivalent","10-20","0-35",0,120,"N","Fail",-99,NA,-99,NA +"1239",677400,5.5,NA,3.07671957671958,NA,5.83453237410072,1,1,6.2289156626506,3.93333333333333,1,1.28571428571429,14.5116279069767,NA,1.33333333333333,1.83177570093458,1.93333333333333,79.5714285714286,94.2,"F","Wales","HE Qualification","70-80%","35-55",0,60,"N","Distinction",-15,NA,-15,NA +"1240",677436,NA,NA,1.74576271186441,NA,3.03333333333333,1.2,1,6.33050847457627,1.8,1,1.2,10.5483870967742,NA,1.26666666666667,1.45744680851064,1.11111111111111,81.8571428571429,82.4,"M","East Midlands Region","Lower Than A Level","20-30%","35-55",0,60,"N","Pass",-67,NA,-67,NA +"1241",677456,4,1,3.67021276595745,NA,4.52173913043478,1.2,1,7.75524475524475,2.56521739130435,1.1,1.13888888888889,7.94326241134752,NA,1.30769230769231,2.06976744186047,1.28125,76.7142857142857,77,"M","Scotland","Lower Than A Level","0-10%","35-55",0,60,"N","Pass",-91,NA,-91,NA +"1242",677486,NA,NA,3.1,NA,2.52173913043478,1,NA,6.64220183486239,2.88888888888889,1,2,13.75,NA,2,1.70408163265306,1.41666666666667,NA,58.5,"M","London Region","HE Qualification","60-70%","0-35",0,60,"N","Withdrawn",-50,233,-50,233 +"1243",677546,NA,NA,2.26,NA,3.23404255319149,1.5,1.1,5.33742331288344,4.5,1,1.5,14.5161290322581,NA,1.54838709677419,1.81212121212121,1.42857142857143,48.7142857142857,69.4,"F","London Region","A Level or Equivalent","40-50%","0-35",0,120,"N","Pass",-93,NA,-93,NA +"1244",677582,NA,NA,2.41489361702128,NA,3.41463414634146,2,1.5,5.82706766917293,6,1,1.66666666666667,1,NA,1.21428571428571,1.32098765432099,1.16666666666667,NA,77.75,"M","Wales","A Level or Equivalent","0-10%","0-35",0,120,"N","Withdrawn",-67,219,-67,219 +"1245",677608,NA,2,5,1,11.7058823529412,1.16666666666667,2,10.1122448979592,7.28571428571429,3,1.5,7.22727272727273,NA,1.21428571428571,3.00892857142857,1.08333333333333,NA,68,"M","North Western Region","Lower Than A Level","0-10%","0-35",0,120,"N","Withdrawn",-95,54,-95,54 +"1246",677655,2.5,NA,3,NA,5.19548872180451,1.42857142857143,4,4.86394557823129,1.64285714285714,1.16666666666667,1.0625,17.4175824175824,NA,1.83333333333333,1.76608187134503,1.24324324324324,73.8571428571429,77.8,"M","North Western Region","Lower Than A Level","40-50%","35-55",0,60,"N","Pass",-66,NA,-66,NA +"1247",677687,NA,NA,1.95454545454545,NA,2.48936170212766,1.25,1.5,2.80882352941176,1,NA,1.5,6.14285714285714,NA,1.2,1.53125,1,NA,56.75,"M","South East Region","Lower Than A Level","70-80%","0-35",0,60,"Y","Fail",-10,NA,-10,NA +"1248",677701,NA,NA,4.94117647058824,NA,3.89473684210526,1.8,1,4.23913043478261,3,1,NA,1.2,NA,1.125,2,1.66666666666667,NA,60,"M","South Region","Lower Than A Level","50-60%","35-55",0,180,"N","Withdrawn",-86,44,-86,44 +"1249",677748,NA,NA,4.1025641025641,NA,3.76470588235294,1,1,11.1269035532995,1.75,1.5,1,11.5862068965517,NA,2.35555555555556,2.46551724137931,1.5,58.2857142857143,53.6,"M","West Midlands Region","A Level or Equivalent","0-10%","35-55",0,120,"N","Fail",-84,NA,-84,NA +"1250",677767,NA,NA,2.26136363636364,NA,4.07142857142857,1,NA,4.38129496402878,3,2,1.09090909090909,15.0217391304348,NA,1.27272727272727,1.58620689655172,1,73,80.6,"F","Wales","A Level or Equivalent","80-90%","0-35",0,120,"N","Fail",-37,NA,-37,NA +"1251",677833,6.33333333333333,NA,2.5,NA,6.28395061728395,1,1.28571428571429,12.7610619469027,19,1,NA,9.98969072164948,NA,1.3,2.54502369668246,2.14285714285714,80.2857142857143,84.4,"M","South West Region","Lower Than A Level","10-20","35-55",0,60,"N","Pass",-95,NA,-95,NA +"1252",677867,NA,NA,5.89655172413793,NA,6.42857142857143,1.66666666666667,1,9.3219512195122,1,1,1.66666666666667,1.66666666666667,NA,3.25,2.96875,1.2,NA,47,"M","London Region","HE Qualification","50-60%","35-55",0,60,"N","Withdrawn",-64,170,-64,170 +"1253",677869,NA,NA,2.85714285714286,NA,1.45454545454545,2.5,5,2.62068965517241,NA,1,NA,17.9166666666667,NA,1.27272727272727,2.1219512195122,1,61.5714285714286,51.5,"M","Wales","A Level or Equivalent","70-80%","0-35",0,120,"Y","Fail",-95,NA,-95,NA +"1254",678088,1.5,NA,4.72129538763494,4,2.98425196850394,1,1.1,5.21052631578947,3.13793103448276,1,1.33333333333333,9.01315789473684,NA,1.28333333333333,1.64893617021277,1.25,81.8571428571429,73.6,"M","South Region","Lower Than A Level","80-90%","35-55",0,180,"N","Pass",-94,NA,-94,NA +"1255",678203,NA,NA,2.66666666666667,NA,3.88888888888889,1.5,NA,6.11538461538461,NA,1,1,10.3023255813953,NA,1,1.69512195121951,1.57142857142857,90.8571428571429,86.75,"M","Yorkshire Region","Lower Than A Level","50-60%","0-35",0,120,"N","Pass",-94,NA,-94,NA +"1256",678235,4.90909090909091,NA,3.5625,NA,5.98684210526316,1.25,1.76923076923077,7.54498714652956,2.14285714285714,1.25,1.1,5.55307262569832,NA,1.91836734693878,1.92245989304813,1.25,89.2857142857143,95.6,"F","West Midlands Region","A Level or Equivalent","60-70%","35-55",0,120,"N","Pass",-56,NA,-56,NA +"1257",678270,NA,NA,1.54545454545455,NA,2.58181818181818,1,2,2.75,1,NA,NA,17.1515151515152,NA,1.125,1.72602739726027,1,64.5,51.8,"M","West Midlands Region","Lower Than A Level","90-100%","0-35",0,60,"N","Fail",-92,NA,-92,NA +"1258",678381,1,NA,2.84615384615385,NA,4.41,1,1,2.89473684210526,NA,NA,1,12.056338028169,NA,1.1304347826087,1.55421686746988,1.44444444444444,82.5714285714286,73,"M","South West Region","A Level or Equivalent","50-60%","0-35",0,120,"N","Pass",-87,NA,-87,NA +"1259",678407,NA,NA,3.62857142857143,NA,3.93506493506493,1.66666666666667,1,6.91428571428571,8.6,1,1.5,6.66666666666667,NA,1.59183673469388,2.40594059405941,1.2,87,79,"M","Scotland","A Level or Equivalent","10-20","0-35",0,240,"N","Withdrawn",-53,119,-53,119 +"1260",678452,NA,NA,2.4,NA,2.87878787878788,1,NA,8.96341463414634,NA,NA,NA,14.8333333333333,NA,1.4,1.78571428571429,2.66666666666667,75,58.4,"M","South Region","A Level or Equivalent","40-50%","0-35",0,120,"N","Pass",-93,NA,-93,NA +"1261",678528,4.22222222222222,2,3.35714285714286,2,3.23469387755102,1.4,1.4,8.22743682310469,1.75,1.3,1.10810810810811,12.1142857142857,NA,1.32142857142857,2.01990049751244,1.25641025641026,90.2857142857143,79.2,"M","North Region","Lower Than A Level","","0-35",0,60,"N","Fail",-28,NA,-28,NA +"1262",678619,NA,NA,2.54794520547945,NA,2.35849056603774,NA,NA,3.08974358974359,1,1,1.5,3.2,NA,2,1.45348837209302,1,NA,67.3333333333333,"F","Scotland","HE Qualification","80-90%","0-35",0,60,"N","Withdrawn",-23,118,-23,118 +"1263",678628,NA,1,2.11111111111111,NA,3.69318181818182,1.66666666666667,NA,5.29585798816568,3,1,1.5,9.90625,NA,1.19230769230769,1.94230769230769,1.19047619047619,84.5714285714286,79,"M","London Region","A Level or Equivalent","10-20","0-35",0,120,"N","Pass",-77,NA,-77,NA +"1264",678639,NA,NA,5.20652173913043,NA,4.76744186046512,2.33333333333333,2.5,5.25641025641026,1.8,1.33333333333333,1.5,3,NA,1.4,2.71153846153846,1.0625,NA,68,"M","South West Region","Lower Than A Level","30-40%","0-35",0,120,"N","Withdrawn",-92,86,-92,86 +"1265",678659,NA,NA,2.73684210526316,NA,6.11538461538461,1.75,1.88888888888889,6.92056074766355,2.42857142857143,NA,NA,11.5094339622642,NA,1.63333333333333,2.04109589041096,1.56,80.7142857142857,80,"F","South East Region","HE Qualification","70-80%","35-55",0,60,"N","Pass",-79,NA,-79,NA +"1266",678819,5.06666666666667,2,2.89655172413793,NA,4.01388888888889,1.5,2.5,6.43464052287582,2.64705882352941,1.125,1.14705882352941,5.44525547445255,NA,1.17647058823529,1.64814814814815,1.21428571428571,88.5714285714286,91.8,"M","Wales","A Level or Equivalent","40-50%","35-55",0,120,"N","Distinction",-25,NA,-25,NA +"1267",678831,NA,NA,1.69444444444444,NA,3.2962962962963,2,1,3,NA,NA,NA,7.9,NA,1.36363636363636,1.42222222222222,1,NA,73,"F","Scotland","HE Qualification","90-100%","0-35",0,300,"N","Withdrawn",-10,100,-10,100 +"1268",678859,3.5,3,3.19327731092437,NA,3.90082644628099,1.16666666666667,1,8.33333333333333,2.4,1.08333333333333,1.21052631578947,5.38172043010753,NA,1.07407407407407,2.04214559386973,1.30434782608696,92.1428571428571,88.4,"M","North Western Region","A Level or Equivalent","50-60%","0-35",0,90,"N","Distinction",-63,NA,-63,NA +"1269",678877,NA,1,2.84848484848485,NA,3.65853658536585,2,3,5.04651162790698,3.33333333333333,1,1.66666666666667,4.28571428571429,NA,1.16666666666667,1.69354838709677,1.15,NA,60,"F","Scotland","HE Qualification","60-70%","0-35",0,120,"N","Withdrawn",-59,99,-59,99 +"1270",678946,5.66666666666667,1,3.16849816849817,NA,3.74803149606299,1,2,5.45161290322581,1.66666666666667,1.125,1.11538461538462,9.39669421487603,NA,1.25,1.38607594936709,1.05,91.7142857142857,82.8,"M","London Region","HE Qualification","20-30%","0-35",0,60,"N","Pass",-25,NA,-25,NA +"1271",678954,2,1,2.5,NA,3.64044943820225,2,1,7.22418136020151,2.18181818181818,1.16666666666667,1.09090909090909,8.51754385964912,NA,1.64285714285714,1.64402173913043,1.84615384615385,87.1428571428571,84.2,"M","East Anglian Region","HE Qualification","60-70%","0-35",0,90,"N","Distinction",-52,NA,-52,NA +"1272",679019,NA,NA,4.8,NA,4.27027027027027,1.5,NA,8.44897959183673,3,1,NA,6.53846153846154,NA,1.1,2.86206896551724,1,NA,67,"M","Wales","Lower Than A Level","70-80%","0-35",0,120,"N","Fail",-23,NA,-23,NA +"1273",679036,2.66666666666667,1,3.7972850678733,NA,8.09774436090226,2,2.33333333333333,10.5037037037037,7.6875,1.28571428571429,1.12,5.91666666666667,NA,1.15789473684211,2.15183246073298,1.18987341772152,93.7142857142857,92,"F","London Region","HE Qualification","90-100%","35-55",0,60,"N","Distinction",-60,NA,-60,NA +"1274",679111,NA,NA,4.16071428571429,NA,4.63414634146341,2,1,8.59550561797753,3.4375,NA,1,8.25,NA,1.4,1.86486486486486,1.5,NA,72.3333333333333,"M","Scotland","HE Qualification","40-50%","35-55",0,60,"N","Fail",-16,NA,-16,NA +"1275",679189,3.25,NA,2.32608695652174,1,4.57342657342657,1.42857142857143,2.05,9.10855263157895,2.1,1.42857142857143,1.16666666666667,9.86486486486486,NA,1.08,2.37860082304527,1.16129032258065,72.1428571428571,72.2,"M","South East Region","A Level or Equivalent","30-40%","0-35",0,60,"N","Pass",-38,NA,-38,NA +"1276",679227,NA,1,3.66666666666667,NA,4.61946902654867,1.5,2,6.50467289719626,3.25,2,1.5,8.54411764705882,NA,1.12903225806452,1.83760683760684,1.25,89.1428571428571,78.75,"M","Wales","HE Qualification","80-90%","35-55",0,60,"N","Pass",-32,NA,-32,NA +"1277",679237,NA,NA,2.97530864197531,NA,10.4615384615385,1.2,1.83333333333333,10.1906976744186,2.11111111111111,2.33333333333333,NA,12.5833333333333,NA,1.6,3.64864864864865,2.26086956521739,70.5714285714286,50,"M","London Region","A Level or Equivalent","80-90%","0-35",0,120,"N","Fail",-17,NA,-17,NA +"1278",679251,NA,NA,2.75,1,2.640625,1.16666666666667,1,3.7625,1.5,1.5,1.5,13.2391304347826,NA,1.04545454545455,1.92741935483871,1.11111111111111,65.5714285714286,53.75,"M","Wales","Lower Than A Level","50-60%","0-35",0,120,"Y","Fail",-67,NA,-67,NA +"1279",679262,NA,NA,2.32203389830508,NA,2.57746478873239,1,1,2.71578947368421,1.2,2,1,9.625,NA,1.22222222222222,1.45454545454545,1.1,72.1666666666667,66.4,"M","South Region","A Level or Equivalent","70-80%","0-35",0,60,"N","Pass",-37,NA,-37,NA +"1280",679269,NA,NA,1.4375,NA,4.04761904761905,1.25,1.5,4.61290322580645,2.33333333333333,2,1.5,10.375,NA,1.47619047619048,1.76595744680851,1.27272727272727,67,68,"M","East Midlands Region","Lower Than A Level","30-40%","0-35",0,60,"Y","Withdrawn",-87,44,-87,44 +"1281",679278,3.5,NA,3.86885245901639,NA,4.66197183098592,1.66666666666667,2,5.14765100671141,3.22222222222222,1.5,1,12.5161290322581,NA,1.19298245614035,1.70921985815603,1.1875,83.8571428571429,76.2,"M","Yorkshire Region","A Level or Equivalent","40-50%","0-35",0,60,"Y","Pass",-70,NA,-70,NA +"1282",679342,NA,NA,2.43884892086331,NA,3.86363636363636,1,1,6.74528301886792,4.33333333333333,1,NA,1,NA,2.2,1.74137931034483,1.25,NA,41.3333333333333,"M","North Western Region","A Level or Equivalent","40-50%","0-35",0,60,"N","Fail",-71,NA,-71,NA +"1283",679384,NA,NA,1.71830985915493,NA,3.73006134969325,2,NA,8.26666666666667,1.3943661971831,1.28571428571429,1.5,12.7586206896552,NA,1.48275862068966,1.83383685800604,1.27027027027027,78,60.2,"M","North Western Region","HE Qualification","0-10%","35-55",0,60,"N","Pass",-32,NA,-32,NA +"1284",679386,NA,NA,2.36363636363636,NA,5.03125,1,NA,8.19148936170213,NA,NA,NA,12.5,NA,1.23076923076923,1.85897435897436,1,71.1428571428571,63.6,"M","South West Region","Lower Than A Level","70-80%","0-35",0,120,"N","Pass",-23,NA,-23,NA +"1285",679402,5.66666666666667,2,2.58974358974359,NA,2.69285714285714,1.33333333333333,1.25,3.78756476683938,4.22222222222222,1,1.125,8.28787878787879,NA,1,1.38732394366197,1.0625,97.2857142857143,92,"M","East Anglian Region","Lower Than A Level","70-80%","35-55",0,120,"N","Distinction",-87,NA,-87,NA +"1286",679445,3,NA,2.23529411764706,NA,4.06849315068493,1.5,2,9.55367231638418,2.66666666666667,1,1.5,12.5106382978723,NA,1.28571428571429,1.66935483870968,1.4,80.2857142857143,86.4,"M","South East Region","HE Qualification","90-100%","0-35",0,60,"N","Pass",-71,NA,-71,NA +"1287",679448,3.88888888888889,1,5.1830985915493,NA,7.08510638297872,1.2,2.66666666666667,6.81073446327684,5.85714285714286,1.16666666666667,1.11764705882353,11.4660194174757,NA,1.14705882352941,2.1207729468599,1.67241379310345,82.4285714285714,75.6,"F","East Anglian Region","Lower Than A Level","50-60%","35-55",0,90,"N","Pass",-79,NA,-79,NA +"1288",679498,4.66666666666667,1,3.04838709677419,NA,3.86075949367089,1.33333333333333,1,5.79896907216495,2,1,NA,10.8333333333333,NA,1.11764705882353,1.44859813084112,1.07142857142857,82.4285714285714,59.2,"M","South East Region","A Level or Equivalent","10-20","0-35",0,120,"N","Pass",-79,NA,-79,NA +"1289",679502,NA,NA,2.1,NA,2.4375,1,1,7.6551724137931,2.33333333333333,1,1.5,8.6,NA,1.11111111111111,1.27586206896552,1,93,74,"M","South Region","A Level or Equivalent","90-100%","0-35",0,180,"N","Withdrawn",-22,44,-22,44 +"1290",679509,NA,NA,2.60714285714286,NA,2.48979591836735,1,NA,3.94814814814815,2.38461538461538,1,1.33333333333333,20.0172413793103,NA,1.16666666666667,1.53684210526316,1.75,84,80.6,"M","South East Region","HE Qualification","90-100%","0-35",0,60,"N","Pass",-16,NA,-16,NA +"1291",679594,1.5,3,2.45257452574526,NA,5.01304347826087,1,1.5,6.2984693877551,2,1.33333333333333,1.1875,14.7337662337662,NA,1.29411764705882,1.53211009174312,1.05555555555556,94.2857142857143,95.4,"M","London Region","A Level or Equivalent","10-20","0-35",0,60,"N","Distinction",-81,NA,-81,NA +"1292",679676,1,1,3.17094017094017,1,6.04166666666667,1,1.22222222222222,8.51048951048951,3,1,1.25,8.90654205607477,NA,1.57142857142857,2.16860465116279,1.76190476190476,70.5,78.25,"F","Wales","Lower Than A Level","80-90%","35-55",0,60,"N","Withdrawn",-21,166,-21,166 +"1293",679749,NA,NA,3.2,NA,2.375,1,NA,2.07692307692308,NA,1,NA,1,NA,1,2.2,1.25,NA,78,"M","Scotland","HE Qualification","50-60%","0-35",0,120,"N","Withdrawn",-51,58,-51,58 +"1294",679788,NA,NA,3.61538461538462,NA,2.85507246376812,1,NA,5.71304347826087,1,1,NA,12.9607843137255,NA,1.09090909090909,1.88349514563107,1.28571428571429,77.4285714285714,73.2,"M","South Region","HE Qualification","30-40%","0-35",0,120,"N","Pass",-59,NA,-59,NA +"1295",679790,NA,1,2.75384615384615,NA,5.63461538461539,2,NA,5.28735632183908,2.66666666666667,1,2,9.63291139240506,NA,1.36363636363636,1.82835820895522,1.07142857142857,74.2857142857143,66.8,"F","London Region","HE Qualification","70-80%","0-35",0,120,"N","Pass",-46,NA,-46,NA +"1296",679939,NA,NA,1.69047619047619,NA,2.35526315789474,1.5,2,6.29452054794521,1.2,1,NA,10.8,NA,1.2,1.36054421768707,1.18181818181818,89,78.2,"M","East Anglian Region","A Level or Equivalent","90-100%","0-35",0,120,"N","Pass",-37,NA,-37,NA +"1297",680014,3.2,2,2.55913978494624,NA,2.82142857142857,2,NA,7.56969696969697,4.28571428571429,1,1.11111111111111,9.48076923076923,NA,1.42105263157895,1.68595041322314,1.52631578947368,87.1428571428571,85.2,"M","South West Region","A Level or Equivalent","50-60%","0-35",0,60,"N","Distinction",-84,NA,-84,NA +"1298",680018,NA,NA,2.18421052631579,NA,4.28571428571429,1,1.5,5.19402985074627,4,1,1.83333333333333,9,NA,1.41666666666667,2.22033898305085,1,89.5,80.6666666666667,"M","Scotland","A Level or Equivalent","30-40%","0-35",0,120,"N","Withdrawn",-67,170,-67,170 +"1299",680027,NA,1,3.49283667621776,NA,7.09803921568627,1.28571428571429,1.25806451612903,2.96296296296296,1.25,1,1,11.3026315789474,NA,1.66129032258065,1.44808743169399,1.17647058823529,98.8571428571429,97.2,"M","London Region","A Level or Equivalent","30-40%","35-55",0,120,"Y","Distinction",-23,NA,-23,NA +"1300",680080,1,NA,2.97983870967742,NA,6.08333333333333,1,1.875,5.95,1.16666666666667,1,1.75,15.9327731092437,NA,1.48936170212766,1.55555555555556,1.26315789473684,77.7142857142857,81,"M","North Region","A Level or Equivalent","10-20","0-35",0,90,"N","Pass",-85,NA,-85,NA +"1301",680145,NA,NA,3.65909090909091,NA,4.31666666666667,1.33333333333333,NA,7.78571428571429,2,2,1,10.72,NA,1.13333333333333,1.48305084745763,1.54545454545455,80.2857142857143,68.6,"M","North Western Region","Lower Than A Level","30-40%","0-35",0,90,"Y","Pass",-79,NA,-79,NA +"1302",680212,NA,NA,3,NA,3,1,NA,3.06976744186047,1,NA,NA,12.225,NA,1.16666666666667,1.3125,1.5,88,74,"M","East Midlands Region","A Level or Equivalent","30-40%","0-35",0,90,"N","Fail",-25,NA,-25,NA +"1303",680222,NA,NA,3,NA,2.73333333333333,1.66666666666667,NA,3.41666666666667,NA,NA,NA,1,NA,1,1.70833333333333,NA,NA,NA,"F","South East Region","Lower Than A Level","10-20","0-35",0,180,"N","Withdrawn",-81,12,-81,12 +"1304",680231,NA,NA,2.65,NA,4.44444444444444,1,NA,2.96875,2,1,NA,7.05882352941176,NA,1.17391304347826,1.65217391304348,1,95,66,"M","South West Region","Lower Than A Level","30-40%","0-35",0,90,"N","Withdrawn",-59,12,-59,12 +"1305",680255,NA,NA,1,NA,1.5,1,NA,2.68421052631579,NA,2,NA,1,NA,1.5,1.1304347826087,1,NA,82,"M","Yorkshire Region","A Level or Equivalent","50-60%","0-35",0,90,"N","Fail",-73,NA,-73,NA +"1306",680266,3.1,3,1.83544303797468,NA,2.8125,1,1,4.70737913486005,3.52830188679245,1.08333333333333,1.41176470588235,14.1165048543689,NA,1.10344827586207,1.29338842975207,1.0625,100,84.2,"F","Yorkshire Region","HE Qualification","10-20","35-55",0,60,"N","Distinction",-72,NA,-72,NA +"1307",680270,NA,NA,3.29411764705882,NA,4.20967741935484,1,1.27272727272727,5.16216216216216,2.5,NA,NA,9.57746478873239,NA,1.41463414634146,1.87591240875912,1.22222222222222,79.4285714285714,66.4,"M","Ireland","Lower Than A Level","60-70%","0-35",0,60,"N","Fail",5,NA,5,NA +"1308",680273,NA,NA,2.14893617021277,NA,6.93478260869565,1.83333333333333,3,6.77358490566038,10.5625,1,1.5,9.6734693877551,NA,1.66666666666667,1.81746031746032,1.57142857142857,69.5,64,"M","London Region","Lower Than A Level","40-50%","35-55",0,60,"N","Withdrawn",-81,12,-81,12 +"1309",680322,1,NA,1.93066666666667,NA,4.38953488372093,1.66666666666667,1.28571428571429,3.9,2.41666666666667,1,1.5,10.6129032258065,NA,1.08108108108108,1.44078947368421,1.26666666666667,80.1428571428571,83.8,"M","Wales","A Level or Equivalent","80-90%","0-35",0,150,"Y","Pass",-43,NA,-43,NA +"1310",680343,3.35714285714286,2,5.25114155251142,NA,4.50467289719626,1.5,2.07692307692308,5.95718654434251,2.80952380952381,1.30769230769231,1.11627906976744,7.60240963855422,NA,1.16666666666667,2.4321608040201,1.17391304347826,90.8571428571429,86.6,"M","South Region","A Level or Equivalent","70-80%","35-55",0,60,"N","Distinction",-21,NA,-21,NA +"1311",680348,3.14285714285714,NA,1.54237288135593,NA,4.37007874015748,1.16666666666667,NA,8.60986547085202,2.5,1,1.17647058823529,7.1566265060241,NA,1.3,1.73991031390135,1.90909090909091,86.7142857142857,76.8,"M","Scotland","HE Qualification","80-90%","0-35",0,120,"N","Pass",-73,NA,-73,NA +"1312",680410,NA,NA,2.94285714285714,NA,4.53846153846154,1,3,3.69230769230769,2,1,NA,4.33333333333333,NA,1.4,1.48,1,NA,72,"M","North Western Region","A Level or Equivalent","0-10%","0-35",0,150,"N","Withdrawn",-23,59,-23,59 +"1313",680443,4,1,1.67424242424242,NA,4.39795918367347,1.33333333333333,2,5.87465940054496,4.125,1.375,1.22222222222222,5.49740932642487,NA,1.05,1.4962962962963,1.25925925925926,76.5714285714286,86.4,"M","Yorkshire Region","Lower Than A Level","30-40%","0-35",0,180,"N","Distinction",-38,NA,-38,NA +"1314",680464,1,1,2.15686274509804,NA,5.49425287356322,1,2,8.18934911242603,2.875,1.25,1.28571428571429,9.10526315789474,NA,1.375,1.61038961038961,1.54545454545455,86,90.2,"M","Ireland","A Level or Equivalent","80-90%","0-35",0,120,"N","Distinction",-43,NA,-43,NA +"1315",680506,1,NA,4.15254237288136,NA,6.58666666666667,1,2.5,6.21266968325792,1.6,1.5,1.16666666666667,10.26,NA,1.42857142857143,2.86206896551724,1.4,91.1428571428571,92.2,"F","East Anglian Region","HE Qualification","80-90%","0-35",0,60,"N","Distinction",-25,NA,-25,NA +"1316",680517,NA,NA,2.22222222222222,NA,1.9,1,NA,2.94736842105263,1,NA,NA,NA,NA,1.66666666666667,1.52380952380952,1,NA,60,"M","North Western Region","Lower Than A Level","40-50%","0-35",0,120,"N","Withdrawn",-49,52,-49,52 +"1317",680572,13,1,5.34246575342466,NA,10.6774193548387,1,1.33333333333333,4.72413793103448,5.66666666666667,1,1.5,10.6617647058824,NA,1.1875,1.47976878612717,1.375,80.1428571428571,67.8,"M","South East Region","Lower Than A Level","20-30%","0-35",0,150,"N","Pass",-81,NA,-81,NA +"1318",680708,2.8,5,2.32258064516129,NA,3.53846153846154,1,NA,6.65789473684211,3.92857142857143,1.2,1.1875,11.344262295082,NA,1.2,1.32183908045977,1.25,80.4285714285714,67,"F","Scotland","Lower Than A Level","30-40%","0-35",0,120,"N","Pass",-43,NA,-43,NA +"1319",680713,3.875,1,2.63855421686747,NA,2.95744680851064,1.25,1,5.87560975609756,2.88888888888889,1,1.08571428571429,6.75,NA,1.10714285714286,1.535,1.15384615384615,85.4285714285714,86.2,"M","Scotland","A Level or Equivalent","30-40%","35-55",0,60,"N","Pass",-78,NA,-78,NA +"1320",680747,NA,NA,2.51785714285714,NA,3.45918367346939,1.75,1.4,4.14788732394366,2.66666666666667,1,1.6,13.8358208955224,NA,1.16129032258065,1.4,1.14814814814815,72.2857142857143,88.2,"M","West Midlands Region","Lower Than A Level","70-80%","35-55",0,60,"N","Pass",-67,NA,-67,NA +"1321",680775,NA,NA,2.11111111111111,1,3.23529411764706,1.75,1,3.99253731343284,5.11111111111111,1,1,9.98275862068965,NA,1,1.5859872611465,1.33333333333333,82.5714285714286,77,"M","Wales","Lower Than A Level","90-100%","0-35",0,120,"N","Pass",-15,NA,-15,NA +"1322",680810,2,NA,3.30172413793103,NA,7.27536231884058,1,3,8.0242825607064,3.66666666666667,1,1.33333333333333,24.1639344262295,NA,2.78787878787879,2.3125,1.85714285714286,94,93.2,"F","North Western Region","A Level or Equivalent","20-30%","0-35",0,120,"N","Distinction",-14,NA,-14,NA +"1323",680855,NA,NA,2.5,NA,4.8,1,NA,4,NA,NA,NA,7,NA,2.5,1.84615384615385,1,NA,80,"M","Wales","Lower Than A Level","20-30%","35-55",0,60,"N","Fail",-41,NA,-41,NA +"1324",680872,NA,NA,3.11627906976744,NA,3.11320754716981,1.8,NA,5.58620689655172,3,1,NA,10.2045454545455,NA,1.07692307692308,1.68852459016393,1.57142857142857,88.4285714285714,67.75,"M","East Midlands Region","A Level or Equivalent","10-20","0-35",0,60,"N","Pass",-23,NA,-23,NA +"1325",680912,NA,NA,2.34745762711864,NA,2.16521739130435,1,1,6.21965317919075,3.85714285714286,1,1.4,11.7166666666667,NA,1.23809523809524,1.4620253164557,1.11764705882353,68.2857142857143,73.5,"F","Yorkshire Region","Lower Than A Level","30-40%","0-35",0,120,"N","Pass",-79,NA,-79,NA +"1326",680955,3.83333333333333,NA,2.62837837837838,NA,4.39041095890411,1.5,1.11538461538462,5.63340563991323,3,1.25,1.15789473684211,6.03007518796993,NA,1.21739130434783,1.49411764705882,1.2,85.8571428571429,83.2,"M","South West Region","A Level or Equivalent","30-40%","0-35",0,60,"N","Pass",-79,NA,-79,NA +"1327",680974,NA,NA,2.34090909090909,NA,4,1.25,NA,3.26771653543307,1,1,1,12.7105263157895,NA,1.1,1.3695652173913,1.125,85.7142857142857,93.2,"M","East Anglian Region","HE Qualification","80-90%","0-35",0,60,"N","Distinction",-37,NA,-37,NA +"1328",681004,3.4,1,3.42702702702703,NA,3.78861788617886,1,1,5.84697508896797,1.76923076923077,1.22222222222222,1.06060606060606,6.44247787610619,NA,1.28,1.5360824742268,1.06060606060606,89.5714285714286,84,"M","London Region","No Formal quals","20-30%","35-55",0,60,"N","Distinction",-79,NA,-79,NA +"1329",681073,NA,NA,1.91666666666667,NA,6,1,NA,11.3333333333333,2.5,1,NA,9.38461538461539,NA,1.28571428571429,2.25,1.5,73.5,74,"M","Yorkshire Region","Lower Than A Level","40-50%","0-35",0,90,"N","Withdrawn",-79,12,-79,12 +"1330",681152,NA,NA,3.94805194805195,NA,8.81818181818182,1.33333333333333,1,4.7,2.57142857142857,2,NA,6.875,NA,1.9,1.82857142857143,2,93.5,82,"F","South Region","Lower Than A Level","20-30%","0-35",0,120,"N","Withdrawn",-67,102,-67,102 +"1331",681235,NA,NA,2.50909090909091,NA,3.39795918367347,1.75,1,4.71005917159763,3.66666666666667,NA,1,11.5789473684211,NA,1.29411764705882,1.62091503267974,1.16666666666667,80.4285714285714,82.8,"F","West Midlands Region","Lower Than A Level","10-20","0-35",0,120,"N","Pass",-79,NA,-79,NA +"1332",681277,NA,NA,2.42105263157895,NA,3.69230769230769,1.33333333333333,NA,2.54166666666667,NA,1,NA,1,NA,1.08333333333333,1.58064516129032,1,NA,43,"M","London Region","Lower Than A Level","20-30%","0-35",0,120,"N","Withdrawn",-79,52,-79,52 +"1333",681328,3,5,1.94927536231884,1,3.904,1,1,7.90972222222222,2.09090909090909,1.16666666666667,1.13333333333333,6.8,NA,1.31578947368421,1.70388349514563,1.15789473684211,92.5714285714286,94.2,"M","North Western Region","A Level or Equivalent","70-80%","0-35",0,60,"N","Distinction",-71,NA,-71,NA +"1334",681335,NA,NA,3.21276595744681,NA,5.125,1.75,NA,9.52272727272727,2,1,1.5,6.94444444444444,NA,1,2.18518518518519,1.04545454545455,98.5,72,"M","North Western Region","Lower Than A Level","0-10%","35-55",0,120,"N","Withdrawn",-70,12,-70,12 +"1335",681341,NA,NA,3.1830985915493,NA,2.83050847457627,1,1.47368421052632,5.33684210526316,2.375,1,1.5,13.3478260869565,NA,1.23404255319149,1.50980392156863,1,72.8571428571429,79.75,"M","East Midlands Region","A Level or Equivalent","40-50%","0-35",0,60,"N","Fail",-79,NA,-79,NA +"1336",681352,NA,NA,2.37606837606838,NA,2.35,1,2,7.18032786885246,3.4,1,1.5,6.78378378378378,NA,1.2,1.36054421768707,1.25,91.2857142857143,86,"F","South West Region","A Level or Equivalent","0-10%","0-35",0,120,"Y","Pass",-24,NA,-24,NA +"1337",681354,NA,NA,2.42857142857143,NA,3.93023255813953,3,NA,3.85393258426966,2,1,NA,10.0555555555556,NA,1.3125,2.09876543209877,2.14285714285714,80.25,66.4,"M","South Region","A Level or Equivalent","70-80%","0-35",0,60,"N","Pass",-44,NA,-44,NA +"1338",681452,2,NA,1.7,NA,4.89830508474576,1.5,NA,5.08695652173913,NA,1,1,11.64,NA,1.25,1.52293577981651,1.25,90.4285714285714,76.8,"M","East Anglian Region","A Level or Equivalent","50-60%","0-35",0,90,"N","Pass",-46,NA,-46,NA +"1339",681490,4.2,1,2.30501089324619,NA,4.24657534246575,1,1.5,7.16825396825397,2.46153846153846,1.14285714285714,1.21739130434783,10.0982142857143,NA,1,1.94605809128631,1.4,93.8571428571429,93.4,"M","Yorkshire Region","A Level or Equivalent","70-80%","0-35",0,120,"N","Distinction",-59,NA,-59,NA +"1340",681608,NA,NA,4.6,NA,3.45454545454545,1.33333333333333,1,4.71153846153846,2.22222222222222,1,NA,11.8245614035088,NA,1.25,2.72527472527473,1.18181818181818,86.1428571428571,81.6,"M","North Region","A Level or Equivalent","","0-35",0,60,"N","Pass",-36,NA,-36,NA +"1341",681633,3.2,NA,2.62311557788945,NA,4.62903225806452,1,1.16666666666667,6.60597014925373,2.69230769230769,1.16666666666667,1.3125,7.0078125,NA,1.44117647058824,1.74634146341463,1.09677419354839,83.8571428571429,79.8,"F","Scotland","A Level or Equivalent","90-100%","0-35",0,60,"N","Pass",-24,NA,-24,NA +"1342",681652,NA,NA,2.19191919191919,NA,4.25842696629214,1.16666666666667,2,4.22368421052632,4,5,NA,25.375,NA,1.27586206896552,1.56024096385542,1.16129032258065,73.2857142857143,82.4,"M","East Midlands Region","A Level or Equivalent","10-20","0-35",0,90,"N","Pass",-67,NA,-67,NA +"1343",681655,3.5,NA,3.62777777777778,1,4.35384615384615,1.16666666666667,5,6.89169675090253,3.35294117647059,1,1.33333333333333,10.6607142857143,NA,1.11111111111111,1.51666666666667,1.08108108108108,85,76.5,"M","South Region","A Level or Equivalent","70-80%","0-35",0,90,"N","Pass",-58,NA,-58,NA +"1344",681658,NA,NA,2.18181818181818,NA,3.36,1.5,1.27906976744186,4.54639175257732,3,NA,NA,10.3617021276596,NA,1.40740740740741,1.84126984126984,1,77.7142857142857,74.8,"M","East Midlands Region","A Level or Equivalent","70-80%","0-35",0,60,"N","Pass",-38,NA,-38,NA +"1345",681691,NA,NA,1.33333333333333,NA,4.5,1,NA,2.44444444444444,NA,NA,NA,NA,NA,2,1.44444444444444,NA,NA,76,"M","North Western Region","A Level or Equivalent","60-70%","0-35",0,60,"N","Withdrawn",-50,12,-50,12 +"1346",681735,NA,NA,1.75,NA,2.09677419354839,1,NA,4.44444444444444,1,1,NA,1,NA,1.2,1.60869565217391,1,NA,65,"M","Scotland","Lower Than A Level","60-70%","0-35",0,120,"N","Withdrawn",-43,109,-43,109 +"1347",681755,1.66666666666667,NA,2.36290322580645,NA,4.14358974358974,1.33333333333333,2,3.82608695652174,2.25,1,1.23076923076923,10.9347826086957,NA,1.11538461538462,1.67407407407407,1.07692307692308,80.4285714285714,81,"M","North Region","HE Qualification","","0-35",0,120,"N","Pass",-32,NA,-32,NA +"1348",681763,NA,NA,3.18412698412698,NA,5.02238805970149,1,1.33333333333333,4.08602150537634,2.44444444444444,1,1.375,11.5257731958763,NA,1.125,1.88275862068966,1.32432432432432,84.7142857142857,66.8,"M","North Western Region","Lower Than A Level","10-20","0-35",0,60,"N","Pass",-77,NA,-77,NA +"1349",681938,6,NA,2.52795031055901,NA,5.02666666666667,1,1.33333333333333,4.35748792270531,2,1,1,10.0744680851064,NA,1.13636363636364,1.41830065359477,1,85.4285714285714,89.6,"M","South West Region","A Level or Equivalent","90-100%","0-35",0,120,"N","Distinction",-23,NA,-23,NA +"1350",681973,NA,NA,2.50515463917526,NA,4.50943396226415,1.5,2,8.47169811320755,1,NA,NA,12.6764705882353,NA,1.20833333333333,2.15533980582524,1.28571428571429,82,75.6,"M","South East Region","A Level or Equivalent","90-100%","0-35",0,60,"N","Pass",-24,NA,-24,NA +"1351",682015,NA,NA,2.19354838709677,NA,4.41176470588235,1,1,2.58333333333333,NA,1,NA,6.55555555555556,NA,1.66666666666667,1.30555555555556,1,NA,72,"M","North Western Region","Lower Than A Level","30-40%","0-35",0,60,"Y","Withdrawn",-57,40,-57,40 +"1352",682019,NA,NA,1.6875,NA,2.61904761904762,NA,2,7.42857142857143,NA,1,NA,16.6,NA,1.2,2.02380952380952,1,69,63.75,"M","South Region","Lower Than A Level","80-90%","0-35",0,60,"N","Withdrawn",-74,240,-74,240 +"1353",682025,NA,NA,2,NA,2.95,1,1,2.44444444444444,NA,NA,NA,1.4,NA,1.07142857142857,1.45454545454545,1,NA,62,"F","South East Region","Lower Than A Level","20-30%","0-35",0,240,"Y","Withdrawn",-74,12,-74,12 +"1354",682070,3,2,2.28205128205128,NA,3.69948186528497,1,2,4.88655462184874,3.6875,1,1.375,8.56603773584906,NA,1.13793103448276,1.51528384279476,1.84615384615385,84.8571428571429,87.8,"M","Ireland","HE Qualification","30-40%","35-55",0,90,"N","Pass",-32,NA,-32,NA +"1355",682276,NA,NA,1.89655172413793,NA,3.77464788732394,1,1.66666666666667,3.54651162790698,3.5,1.33333333333333,1.5,8.35897435897436,NA,1,1.35658914728682,1.125,92,81.6666666666667,"M","South Region","A Level or Equivalent","90-100%","0-35",0,60,"N","Withdrawn",-46,144,-46,144 +"1356",682298,7.14285714285714,NA,2.44444444444444,NA,4.00819672131148,1,1.5,7.39583333333333,2,2,1.75,8.23214285714286,NA,1.33333333333333,2.03521126760563,1.8,76.1428571428571,84.8,"F","East Midlands Region","A Level or Equivalent","60-70%","0-35",0,120,"Y","Pass",-24,NA,-24,NA +"1357",682358,NA,NA,2.63636363636364,NA,5.23529411764706,1,NA,8.6,NA,1,NA,1,NA,1.63636363636364,3.88135593220339,1.5,NA,64,"M","South Region","A Level or Equivalent","40-50%","35-55",0,180,"Y","Withdrawn",-38,117,-38,117 +"1358",682390,NA,NA,2.80952380952381,NA,3.17808219178082,1,NA,4.18918918918919,NA,NA,1.5,11.3166666666667,NA,1.2,2.14545454545455,1,76.5714285714286,80.4,"M","Scotland","HE Qualification","20-30%","0-35",0,60,"Y","Pass",-66,NA,-66,NA +"1359",682391,NA,NA,2.76190476190476,NA,4.19047619047619,1.66666666666667,2,5.63953488372093,3.75,1,1,8.25,NA,1.14285714285714,1.51724137931034,1,89,94,"M","Scotland","HE Qualification","80-90%","0-35",0,60,"N","Fail",-71,NA,-71,NA +"1360",682436,2.75,NA,4.45,NA,2.9811320754717,2.33333333333333,NA,8.48012232415902,1.5,1.125,1.10526315789474,15.6444444444444,NA,1.1304347826087,1.65354330708661,1.42857142857143,70.8571428571429,68.6,"M","North Region","Lower Than A Level","70-80%","0-35",0,90,"N","Pass",-28,NA,-28,NA +"1361",682437,NA,1,2.89473684210526,NA,4.3735632183908,1.25,1.5,8.2753164556962,3.77777777777778,1,1.66666666666667,8.64356435643564,NA,1.33333333333333,1.92549019607843,1.15625,80.4285714285714,83.8,"M","South Region","Lower Than A Level","40-50%","0-35",0,60,"N","Pass",-38,NA,-38,NA +"1362",682504,NA,NA,2.51923076923077,NA,4.61363636363636,2,1,3.43181818181818,NA,1,NA,9.75,NA,1.2,1.90163934426229,1,84,69,"M","Wales","A Level or Equivalent","90-100%","0-35",0,90,"N","Withdrawn",-66,17,-66,17 +"1363",682511,NA,NA,2.39024390243902,NA,2.65753424657534,1,NA,6.12781954887218,2.75,1,1,12,NA,1.04347826086957,1.46153846153846,1.6,85,79,"M","South West Region","A Level or Equivalent","80-90%","0-35",0,120,"N","Pass",-66,NA,-66,NA +"1364",682539,4.28571428571429,1,2.31465517241379,NA,5.29850746268657,1.375,1,7.47272727272727,3.35714285714286,1.30769230769231,1.2,6.86111111111111,NA,1.33333333333333,1.7741935483871,1.27027027027027,91,86.8,"M","East Anglian Region","A Level or Equivalent","50-60%","0-35",0,120,"N","Distinction",-38,NA,-38,NA +"1365",682546,NA,NA,3.8,NA,3.5,2,1,3.23809523809524,1,1.5,NA,1,NA,1.14285714285714,1.56521739130435,1,NA,56,"M","South East Region","Lower Than A Level","40-50%","0-35",0,120,"N","Withdrawn",-18,12,-18,12 +"1366",682569,2,1,2.61261261261261,NA,4.96153846153846,1.4,1.83333333333333,7.53615960099751,2.07142857142857,1.14285714285714,1.2,11,NA,1.47826086956522,1.83453237410072,1.51612903225806,92.4285714285714,73.4,"M","South Region","A Level or Equivalent","20-30%","35-55",0,120,"N","Pass",-71,NA,-71,NA +"1367",682578,NA,NA,2.31914893617021,NA,2.33333333333333,1.25,2,3.56862745098039,NA,1,1.5,17.75,NA,1.71428571428571,1.40816326530612,NA,87,82,"M","Ireland","Lower Than A Level","50-60%","0-35",0,120,"N","Fail",-18,NA,-18,NA +"1368",682588,3.5,NA,4.1625,NA,5.024,1,3,5.525,4.3,1.2,1.26666666666667,5.15,NA,1.03703703703704,1.45945945945946,1.19354838709677,79,91.25,"M","South East Region","Lower Than A Level","90-100%","35-55",0,60,"N","Fail",-72,NA,-72,NA +"1369",682613,NA,NA,2.08888888888889,NA,4.52631578947368,1.66666666666667,1.6,10.196261682243,2.83333333333333,NA,NA,13.5833333333333,NA,1.23076923076923,2.05084745762712,1.2,79,67,"M","Wales","HE Qualification","40-50%","0-35",0,60,"N","Pass",-37,NA,-37,NA +"1370",682632,2.9,1,2.42276422764228,NA,4.42639593908629,1.75,1.33333333333333,6.08521303258145,3,1.25,1.22222222222222,16.2890625,NA,1.52631578947368,1.77358490566038,1.25641025641026,88.1428571428571,91.6,"F","London Region","A Level or Equivalent","0-10%","0-35",0,60,"N","Pass",-51,NA,-51,NA +"1371",682671,NA,NA,2.80769230769231,NA,4.43478260869565,1.75,2.25,3.52777777777778,2.5,1,1.33333333333333,4.33333333333333,NA,1.58333333333333,1.42592592592593,1.71428571428571,NA,60,"F","North Western Region","Lower Than A Level","10-20","0-35",0,120,"Y","Withdrawn",-37,51,-37,51 +"1372",682695,3.7,1,2.21649484536082,NA,2.73426573426573,1.2,1.33333333333333,5.28070175438596,2.4,1,1.15789473684211,8.43037974683544,NA,1.1875,1.48322147651007,1.21875,74.2857142857143,77.2,"F","East Anglian Region","Lower Than A Level","80-90%","0-35",0,150,"Y","Pass",-72,NA,-72,NA +"1373",682753,NA,NA,2.96261682242991,NA,2.61702127659574,1.33333333333333,1.16666666666667,6.91698113207547,1.8,1.75,1.4,12.9090909090909,NA,1.14285714285714,1.34146341463415,1.08333333333333,76.4285714285714,75.6,"M","South Region","A Level or Equivalent","90-100%","0-35",0,60,"N","Pass",-38,NA,-38,NA +"1374",682839,3.125,1,2.42857142857143,NA,3.24242424242424,1.14285714285714,1.75,9.03856041131105,3.64285714285714,1.41666666666667,1.09375,7.37037037037037,NA,1.16666666666667,1.90909090909091,1.89655172413793,81.5714285714286,86,"M","London Region","Lower Than A Level","80-90%","35-55",0,120,"N","Pass",-38,NA,-38,NA +"1375",682863,NA,NA,2.76923076923077,NA,4.14035087719298,3,NA,4.02173913043478,1,NA,NA,NA,NA,1.35714285714286,1.44578313253012,1.375,NA,68,"F","East Anglian Region","Lower Than A Level","10-20","35-55",0,60,"N","Withdrawn",-71,114,-71,114 +"1376",682894,2,NA,2.31428571428571,NA,3.34065934065934,1,NA,5.54032258064516,3.53846153846154,1,1.5,9.01851851851852,NA,1.24137931034483,1.51072961373391,1.13793103448276,77.25,55.8,"M","South Region","Lower Than A Level","30-40%","0-35",0,60,"N","Withdrawn",-31,229,-31,229 +"1377",682946,NA,NA,4.8,NA,6.42857142857143,1,NA,2,NA,1,NA,NA,NA,1.375,2.08333333333333,1.55555555555556,NA,96,"M","East Anglian Region","Lower Than A Level","40-50%","35-55",0,120,"N","Withdrawn",-32,87,-32,87 +"1378",682963,2.81818181818182,2,2.65957446808511,NA,2.48412698412698,1.25,2.25,7.1156462585034,3,1.25,1.22727272727273,7.52032520325203,NA,1.275,1.78969957081545,1.11428571428571,86.8571428571429,76.2,"M","South Region","HE Qualification","60-70%","35-55",0,120,"N","Pass",-41,NA,-41,NA +"1379",682981,2.4,2,1.67415730337079,NA,2.36521739130435,1.5,1.33333333333333,6.43192488262911,4,1.4,1.11538461538462,7.49462365591398,NA,1.21428571428571,1.55813953488372,1.33333333333333,83.8571428571429,93.4,"M","London Region","A Level or Equivalent","10-20","0-35",0,120,"Y","Distinction",-72,NA,-72,NA +"1380",682982,NA,NA,1.84615384615385,NA,2.54545454545455,1.5,NA,4.83333333333333,1,NA,NA,8.0625,NA,1.25,1.43478260869565,1,NA,82,"M","East Midlands Region","A Level or Equivalent","40-50%","0-35",0,120,"N","Withdrawn",-70,51,-70,51 +"1381",682983,4.71428571428571,NA,2.06741573033708,NA,2.98795180722892,1,NA,8.0762331838565,3,1.66666666666667,1,8.06666666666667,NA,1.13636363636364,1.93464052287582,1.53333333333333,88.5714285714286,82.8,"M","South West Region","A Level or Equivalent","50-60%","0-35",0,60,"N","Pass",-53,NA,-53,NA +"1382",682985,NA,NA,2.9493670886076,NA,4.64705882352941,1.25,2,6.30120481927711,1.33333333333333,1,NA,1.75,NA,1.75,1.52,1.14285714285714,NA,75.75,"M","Scotland","HE Qualification","90-100%","0-35",0,60,"N","Fail",-42,NA,-42,NA +"1383",682990,NA,NA,2.6135593220339,NA,4.52439024390244,1.8,2,8.75975975975976,2.75,1,1.33333333333333,6.70305676855895,NA,1.77777777777778,1.752,1.04761904761905,84.2857142857143,86.2,"M","South East Region","A Level or Equivalent","40-50%","0-35",0,60,"N","Distinction",-30,NA,-30,NA +"1384",683033,7,1,3.30693069306931,NA,4.63768115942029,1.5,1.85714285714286,9.02824858757062,2.35714285714286,1,1,16.1777777777778,NA,1.15384615384615,1.92893401015228,1.19230769230769,80.7142857142857,79,"F","South Region","Lower Than A Level","70-80%","0-35",0,120,"N","Pass",-58,NA,-58,NA +"1385",683094,1,1,1.57971014492754,NA,3.41463414634146,1.2,NA,4.15584415584416,1.5,1.25,1.5,9.97183098591549,NA,1.57142857142857,1.3801652892562,1.31578947368421,66.8571428571429,67.4,"M","Ireland","Lower Than A Level","20-30%","0-35",0,60,"N","Fail",-21,NA,-21,NA +"1386",683177,NA,NA,2.26829268292683,NA,4.0625,2,1,5.40540540540541,4,1,1.5,8.92857142857143,NA,1.22222222222222,1.46153846153846,1.33333333333333,NA,85,"F","South Region","A Level or Equivalent","80-90%","0-35",0,120,"N","Withdrawn",-36,110,-36,110 +"1387",683178,NA,NA,2.714859437751,NA,3.71311475409836,1.625,1,6.89922480620155,2.78947368421053,1.33333333333333,1.22222222222222,14.2352941176471,NA,1.375,1.38536585365854,1.15217391304348,78.5714285714286,85.2,"M","North Western Region","A Level or Equivalent","0-10%","35-55",0,60,"N","Pass",-36,NA,-36,NA +"1388",683243,NA,NA,2.05263157894737,NA,2.45333333333333,NA,1,2.38461538461538,NA,NA,NA,14.1833333333333,NA,1.29411764705882,2.01754385964912,1.28571428571429,62.8571428571429,53.8,"M","West Midlands Region","A Level or Equivalent","40-50%","0-35",0,90,"N","Fail",-64,NA,-64,NA +"1389",683273,NA,NA,NA,NA,1.1,NA,NA,1.66666666666667,NA,NA,NA,NA,NA,1.25,1,NA,NA,78,"M","Yorkshire Region","A Level or Equivalent","0-10%","0-35",0,120,"Y","Fail",-38,NA,-38,NA +"1390",683305,NA,NA,2.94285714285714,NA,4.1044776119403,1,3,4.44347826086956,NA,1,NA,12.3061224489796,NA,1.6,3.62608695652174,1,80.8571428571429,74.2,"F","Wales","HE Qualification","80-90%","0-35",0,120,"N","Pass",-14,NA,-14,NA +"1391",683323,NA,1,2.27272727272727,NA,5.45161290322581,1.83333333333333,1.5,5.98214285714286,2.5,1.5,1.5,6.3,NA,1.41176470588235,2.25,1.08333333333333,79.5,62,"M","Wales","Lower Than A Level","20-30%","0-35",0,120,"Y","Fail",-59,NA,-59,NA +"1392",683346,3,NA,2.57831325301205,NA,3.67391304347826,1.75,1.33333333333333,7.54185022026432,2.41666666666667,1,1.5,10.5232558139535,NA,1.33333333333333,1.975,1.26666666666667,84.7142857142857,89.4,"M","North Region","Lower Than A Level","","35-55",0,60,"N","Distinction",-60,NA,-60,NA +"1393",683347,NA,NA,4,1,5.33333333333333,1,NA,2,NA,NA,NA,1.5,NA,1.4,2.26666666666667,1,NA,66,"M","North Western Region","A Level or Equivalent","60-70%","0-35",0,120,"N","Withdrawn",-28,17,-28,17 +"1394",683352,4.42857142857143,2,2.21739130434783,NA,4.1,2,NA,5.77368421052632,1.875,1,1.05882352941176,8.52631578947368,NA,1.03703703703704,1.45977011494253,1.22857142857143,75.4285714285714,80.2,"M","Yorkshire Region","Lower Than A Level","10-20","35-55",0,60,"N","Pass",-35,NA,-35,NA +"1395",683353,5.2,1,4.08791208791209,NA,4.19631901840491,1.75,1,8.25304136253041,2.66666666666667,1.2,1.07142857142857,15.056338028169,NA,1.71428571428571,2.01345291479821,2.09090909090909,68.4285714285714,77.6,"M","Wales","Lower Than A Level","0-10%","0-35",0,90,"N","Pass",-32,NA,-32,NA +"1396",683375,1,NA,3.93388429752066,NA,4.33928571428571,1.5,1.66666666666667,6.64356435643564,6.54545454545455,1,1.5,8.84375,NA,1.35,2.32467532467532,1.07692307692308,87.8571428571429,88.6,"M","North Western Region","Lower Than A Level","70-80%","0-35",0,120,"N","Pass",-60,NA,-60,NA +"1397",683403,3.1,2,2.27922077922078,NA,3.31658291457286,1.5,1.4,7.52760736196319,3.72727272727273,1.21428571428571,1.07142857142857,7.97222222222222,NA,1.14814814814815,1.875,1.20512820512821,84.5714285714286,87.4,"M","Wales","A Level or Equivalent","20-30%","0-35",0,60,"N","Distinction",-70,NA,-70,NA +"1398",683446,NA,NA,3.14285714285714,NA,4.04166666666667,1.66666666666667,NA,5.38461538461539,1,1,NA,5.30769230769231,NA,1.71428571428571,1.5,1,NA,56,"M","South Region","Lower Than A Level","70-80%","0-35",0,60,"N","Fail",-63,NA,-63,NA +"1399",683467,NA,NA,2.93023255813953,NA,6.80487804878049,2,2,4.72357723577236,1,3,1,16.9384615384615,NA,1.3125,2.23333333333333,1.71428571428571,75.7142857142857,64.2,"M","East Anglian Region","Lower Than A Level","20-30%","0-35",0,120,"Y","Pass",-65,NA,-65,NA +"1400",683508,NA,NA,2.59459459459459,NA,3.52631578947368,1,1,4.95454545454545,NA,1,NA,2,NA,1.25,1.46428571428571,NA,NA,57.5,"M","West Midlands Region","A Level or Equivalent","10-20","0-35",0,60,"N","Fail",-67,NA,-67,NA +"1401",683530,3.22222222222222,2,3.25706214689266,4,6.88953488372093,1.25,1.23809523809524,8.95491803278689,2.32352941176471,1.11111111111111,1.07692307692308,9.2987012987013,NA,1.25,1.771875,1.28735632183908,79,87,"M","North Region","Lower Than A Level","","35-55",0,60,"N","Distinction",-38,NA,-38,NA +"1402",683550,1,NA,2.24,6,2.58536585365854,1,1,3.35714285714286,1.33333333333333,NA,NA,9.46296296296296,NA,1.07142857142857,1.63963963963964,1.1,89.7142857142857,68.8,"M","East Anglian Region","Lower Than A Level","60-70%","0-35",0,60,"N","Pass",-67,NA,-67,NA +"1403",683555,NA,NA,2.125,NA,5.25,1.25,NA,2.25714285714286,1.5,1,NA,2.8,NA,1.125,1.70588235294118,NA,NA,75,"M","East Anglian Region","Lower Than A Level","60-70%","0-35",0,60,"N","Withdrawn",-66,94,-66,94 +"1404",683576,NA,NA,4.54545454545455,NA,6.90909090909091,2.5,NA,7.54545454545455,2,1,NA,11.4,NA,1.83333333333333,1.81818181818182,1,NA,76,"M","Scotland","A Level or Equivalent","80-90%","35-55",0,60,"N","Withdrawn",-36,142,-36,142 +"1405",683604,2.66666666666667,1,2.42574257425743,NA,3.5752688172043,1,2,6.67438494934877,2,1.23076923076923,1.15789473684211,9.48913043478261,NA,1.39189189189189,1.58695652173913,1.21794871794872,76.7142857142857,68,"M","South Region","HE Qualification","70-80%","35-55",0,90,"N","Pass",-23,NA,-23,NA +"1406",683624,2.33333333333333,1,2.3609756097561,NA,7.73863636363636,1.11111111111111,8.57142857142857,6.04814004376368,1.56,1.28571428571429,1.2,10.3216783216783,NA,1.22448979591837,1.6070460704607,1.37704918032787,93.7142857142857,94.2,"M","Wales","Lower Than A Level","30-40%","0-35",0,120,"N","Distinction",-24,NA,-24,NA +"1407",683699,NA,NA,2.94230769230769,NA,2.26923076923077,1.5,1,5.46428571428571,3.25,1,NA,6.76470588235294,NA,1.71428571428571,1.51428571428571,1,NA,72,"F","South East Region","A Level or Equivalent","30-40%","0-35",0,60,"Y","Withdrawn",-36,67,-36,67 +"1408",683745,NA,1,4.18627450980392,NA,4.56603773584906,1.5,NA,5.19718309859155,3.91666666666667,1,1.66666666666667,7.11764705882353,NA,1.07142857142857,2.35211267605634,1,87,65,"M","Scotland","A Level or Equivalent","80-90%","0-35",0,60,"N","Fail",-64,NA,-64,NA +"1409",683764,NA,NA,2.11363636363636,NA,4.05263157894737,1.5,2.5,7.31578947368421,7.66666666666667,1,1,1,NA,1.63636363636364,1.65853658536585,1.33333333333333,NA,78.3333333333333,"M","Scotland","A Level or Equivalent","70-80%","0-35",0,60,"N","Fail",-45,NA,-45,NA +"1410",683772,NA,NA,2.97435897435897,NA,4.51612903225806,1.5,NA,3.68852459016393,NA,1,1.5,9.83333333333333,NA,1.73333333333333,1.41538461538462,1.08333333333333,78.5,NA,"M","Yorkshire Region","A Level or Equivalent","10-20","0-35",0,60,"N","Withdrawn",-66,12,-66,12 +"1411",683820,2.5,NA,3.84669811320755,NA,4.37628865979381,1.42857142857143,2.14285714285714,3.84051724137931,4.5,1,1.10714285714286,9.01428571428571,NA,1.14285714285714,1.68599033816425,1.22857142857143,81.2857142857143,79.8,"M","Scotland","Lower Than A Level","30-40%","0-35",0,90,"N","Pass",-36,NA,-36,NA +"1412",683832,NA,NA,2.41666666666667,NA,4.24,1.16666666666667,2,5.42857142857143,3.33333333333333,1,NA,1,NA,1.55555555555556,1.64814814814815,1,NA,73,"M","West Midlands Region","A Level or Equivalent","0-10%","0-35",0,90,"N","Withdrawn",-37,100,-37,100 +"1413",683902,NA,NA,2.10714285714286,NA,4.45945945945946,1,NA,4.59322033898305,1,1,NA,11.4222222222222,NA,1.38636363636364,1.34444444444444,1.6,80.4285714285714,63.4,"M","East Midlands Region","A Level or Equivalent","0-10%","0-35",0,60,"N","Pass",-66,NA,-66,NA +"1414",683934,NA,NA,2.71171171171171,1,4.56349206349206,1.33333333333333,1.5,5.64885496183206,4.31578947368421,1.4,1.5,8.75609756097561,NA,1.32142857142857,1.53393665158371,1.5,81.5714285714286,73.6,"M","East Midlands Region","Lower Than A Level","80-90%","0-35",0,60,"N","Pass",-45,NA,-45,NA +"1415",684013,2.85714285714286,1,2.72340425531915,NA,3.76315789473684,1.33333333333333,1.45,7.50162866449511,4.45454545454545,1,1.11428571428571,10.3560606060606,NA,1.1025641025641,2.26553672316384,1.64705882352941,83.1428571428571,87,"M","Wales","Lower Than A Level","80-90%","35-55",0,60,"N","Distinction",-37,NA,-37,NA +"1416",684040,NA,NA,2.80952380952381,NA,3.43333333333333,2,NA,6.375,4.16666666666667,1,1.5,15.2272727272727,NA,1.0625,1.72222222222222,1,79,66,"M","North Region","A Level or Equivalent","90-100%","0-35",0,120,"N","Withdrawn",-66,59,-66,59 +"1417",684183,2.5,1,2.3546511627907,NA,3.54867256637168,1.8,1.38461538461538,4.44491525423729,1.7,1.33333333333333,1.47058823529412,17.6896551724138,NA,1.25806451612903,1.51351351351351,1.17910447761194,91,75.2,"M","North Region","A Level or Equivalent","","35-55",0,60,"N","Pass",-21,NA,-21,NA +"1418",684311,4.28571428571429,1,3,NA,1.8,1.2,NA,7.7906976744186,2.33333333333333,1,1.36363636363636,13.0444444444444,NA,1.34782608695652,1.45323741007194,1.1,78.8571428571429,72.6,"M","South Region","A Level or Equivalent","20-30%","0-35",0,90,"N","Pass",-34,NA,-34,NA +"1419",684383,4.5,1,2.18627450980392,NA,3.44444444444444,1.33333333333333,2,6.08032128514056,2.5,1,1.54545454545455,13.0843373493976,NA,1.10526315789474,1.62886597938144,1.38888888888889,74.8571428571429,73,"M","East Anglian Region","A Level or Equivalent","90-100%","0-35",0,60,"N","Pass",-23,NA,-23,NA +"1420",684386,2.5,1,2.97959183673469,NA,2.10752688172043,1,NA,6.47704081632653,2.06666666666667,1.44444444444444,1.27272727272727,5.75609756097561,NA,1.06060606060606,1.70445344129555,1.22222222222222,88.6666666666667,84.6,"M","North Western Region","Lower Than A Level","40-50%","0-35",0,90,"N","Pass",-64,NA,-64,NA +"1421",684526,NA,NA,1.89285714285714,NA,4.29411764705882,1.25,1,6.6271186440678,1.66666666666667,1,1.28571428571429,7.93023255813953,NA,1.15789473684211,1.97709923664122,1,90,88.5,"M","East Anglian Region","Lower Than A Level","20-30%","0-35",0,120,"N","Withdrawn",-64,192,-64,192 +"1422",684592,NA,NA,2.11428571428571,NA,4.46575342465753,1.5,1,7.35766423357664,3.16666666666667,1,1,15.0769230769231,NA,1.26315789473684,1.85245901639344,1.11111111111111,64.4285714285714,64,"M","South West Region","A Level or Equivalent","50-60%","0-35",0,120,"N","Pass",-60,NA,-60,NA +"1423",684594,NA,NA,2.5,NA,3.76315789473684,1.66666666666667,1,1.90740740740741,1,1,NA,2.22222222222222,NA,1.42857142857143,1.29166666666667,NA,NA,78,"M","East Anglian Region","Lower Than A Level","50-60%","35-55",0,90,"N","Withdrawn",-58,151,-58,151 +"1424",684671,NA,NA,4.47727272727273,NA,4.21176470588235,1.33333333333333,1.33333333333333,2.87155963302752,1.16666666666667,1,NA,18.2463768115942,NA,1.2962962962963,2.22794117647059,1.75,71.4285714285714,70.2,"M","South East Region","A Level or Equivalent","90-100%","0-35",0,60,"N","Pass",-59,NA,-59,NA +"1425",684675,NA,NA,1.59259259259259,NA,2.78333333333333,1,NA,4.8252427184466,NA,1,NA,14.4285714285714,NA,1.04347826086957,1.52307692307692,1,81.5714285714286,68.8,"M","South West Region","Lower Than A Level","30-40%","0-35",0,120,"N","Pass",-63,NA,-63,NA +"1426",684882,NA,2,2.97812097812098,NA,6.87745098039216,1.5,2,7.77477477477477,2.72727272727273,1,1.5,8.87218045112782,NA,1.25714285714286,2.2824427480916,1.22727272727273,85.4285714285714,75.2,"M","Wales","A Level or Equivalent","80-90%","0-35",0,120,"N","Pass",-53,NA,-53,NA +"1427",684981,1,1,3.4963503649635,NA,5.17647058823529,1.44444444444444,1,7.02877697841727,3.38461538461538,1.33333333333333,1.7,11.0430107526882,NA,1.72972972972973,2.14718614718615,1.5,94,89.6,"M","North Western Region","Lower Than A Level","0-10%","0-35",0,60,"N","Withdrawn",-60,216,-60,216 +"1428",685004,NA,NA,3.45283018867925,NA,3.32258064516129,1,1,3.04761904761905,1,1,NA,15,NA,1.73333333333333,1.72602739726027,1,71,68,"M","South East Region","Lower Than A Level","10-20","0-35",0,90,"N","Fail",-60,NA,-60,NA +"1429",685042,NA,NA,1.63636363636364,NA,2.92307692307692,1.25,NA,5.2027027027027,2.75,1,1.5,17.6315789473684,NA,1,1.81967213114754,1.125,67.5,NA,"M","South Region","HE Qualification","10-20","0-35",0,150,"N","Withdrawn",-17,12,-17,12 +"1430",685100,NA,NA,3,NA,3.02702702702703,1.2,2,5.19148936170213,2.66666666666667,1,1.5,7.6,NA,1.46153846153846,1.5,1.13333333333333,93,96,"M","East Anglian Region","Lower Than A Level","90-100%","0-35",0,60,"N","Withdrawn",-14,12,-14,12 +"1431",685105,NA,NA,2.86666666666667,NA,3.58064516129032,1,NA,4.6734693877551,1,NA,NA,14.9555555555556,NA,1.375,1.71428571428571,1.5,66.7142857142857,43.5,"M","South West Region","Lower Than A Level","40-50%","0-35",0,180,"N","Fail",-60,NA,-60,NA +"1432",685128,NA,NA,1.67272727272727,NA,4.66176470588235,1,NA,6.3841059602649,3.5,1,NA,9.38372093023256,NA,1.04166666666667,1.71428571428571,1.2,70.7142857142857,71,"M","North Western Region","A Level or Equivalent","0-10%","0-35",0,120,"N","Pass",-28,NA,-28,NA +"1433",685140,NA,NA,3.6,1,2.52272727272727,NA,7,1.78082191780822,NA,1,NA,13.5,NA,1.05,2.27,1.33333333333333,74.4,59.4,"M","East Anglian Region","HE Qualification","80-90%","0-35",0,120,"N","Pass",2,NA,2,NA +"1434",685155,2.57142857142857,NA,3.16176470588235,NA,4.29197080291971,2.33333333333333,1.75,6.40236686390533,4,1,1.09090909090909,14.4605263157895,NA,1.18181818181818,1.97536945812808,1.1,76.4285714285714,80,"M","North Western Region","Lower Than A Level","0-10%","0-35",0,60,"N","Pass",-17,NA,-17,NA +"1435",685192,NA,NA,2.18867924528302,NA,4.39130434782609,1.33333333333333,1.5,6.51724137931035,1.5,NA,NA,17.5,NA,1.88888888888889,1.775,1.30769230769231,NA,70,"M","London Region","Lower Than A Level","20-30%","0-35",0,180,"N","Withdrawn",-59,12,-59,12 +"1436",685212,5.09090909090909,9,3.8,NA,3.79545454545455,2.16666666666667,1.5,7.40469208211144,4.05263157894737,1.35714285714286,1.17948717948718,4.97619047619048,NA,1.17948717948718,2.17991631799163,1.27272727272727,95.7142857142857,93.8,"M","West Midlands Region","HE Qualification","30-40%","35-55",0,120,"N","Distinction",-49,NA,-49,NA +"1437",685276,3,NA,3.38277511961723,NA,4.37096774193548,1.2,1.125,5.97163120567376,1.8,1.2,1.11111111111111,12.8882352941176,NA,1.26829268292683,1.81938325991189,1.2972972972973,86,94,"F","London Region","Lower Than A Level","60-70%","0-35",0,90,"N","Distinction",-22,NA,-22,NA +"1438",685283,NA,NA,1.4,NA,1.79411764705882,NA,NA,5.69565217391304,1,NA,1.5,12.1,NA,1.3,1.56410256410256,2,75,54.25,"M","Scotland","Lower Than A Level","70-80%","0-35",0,60,"N","Fail",-46,NA,-46,NA +"1439",685330,NA,1,5.23448275862069,2.75,9.91044776119403,1.8,4.25,12.7181818181818,6.375,1.6,1.66666666666667,11.936170212766,NA,1.3265306122449,3.67961165048544,1.59375,50.4,19,"M","Ireland","Lower Than A Level","","35-55",0,60,"N","Withdrawn",-23,165,-23,165 +"1440",685339,2,1,1.82051282051282,NA,2.99099099099099,1,2.07692307692308,5.67704280155642,1,1.4,1,12.8709677419355,NA,1.57894736842105,1.53968253968254,1.27777777777778,87.8571428571429,85.6,"M","East Midlands Region","A Level or Equivalent","60-70%","0-35",0,90,"N","Pass",-59,NA,-59,NA +"1441",685367,NA,NA,2.72727272727273,NA,3.87096774193548,1.25,NA,5.55072463768116,1,1,1.5,1,NA,2,1.52173913043478,1.4,NA,57.5,"M","Ireland","Lower Than A Level","60-70%","0-35",0,60,"Y","Fail",-25,NA,-25,NA +"1442",685373,4,1,2.06644518272425,13,2.63432835820896,1.5,1,6.74893617021277,2.81818181818182,1,1.25,6.07,NA,1.12,1.40625,1.2962962962963,81.7142857142857,89.6,"M","Yorkshire Region","No Formal quals","0-10%","0-35",0,60,"N","Distinction",-59,NA,-59,NA +"1443",685378,NA,NA,1.88888888888889,NA,3.38888888888889,1,NA,4.35294117647059,NA,NA,NA,11.3,NA,1,1.83606557377049,1.5,89.7142857142857,84.4,"M","West Midlands Region","A Level or Equivalent","70-80%","0-35",0,120,"N","Pass",-59,NA,-59,NA +"1444",685410,NA,NA,2.22047244094488,NA,5.5578231292517,1.75,NA,5.65230769230769,1.2,1,NA,7.69672131147541,NA,1.14285714285714,1.70261437908497,1.5,77.7142857142857,76.4,"M","North Region","Lower Than A Level","0-10%","0-35",0,120,"N","Pass",-57,NA,-57,NA +"1445",685619,NA,NA,2.17647058823529,NA,2.875,1.25,NA,3.14876033057851,NA,NA,1.5,8.32894736842105,NA,1.04166666666667,1.57798165137615,1.28571428571429,84.5714285714286,74.6,"M","Scotland","HE Qualification","0-10%","0-35",0,105,"Y","Pass",-32,NA,-32,NA +"1446",685657,NA,NA,4.66666666666667,NA,4.45,1,NA,3.71794871794872,1,1,NA,9.55555555555556,NA,1.5,1.58490566037736,1,74,87,"M","West Midlands Region","A Level or Equivalent","0-10%","0-35",0,60,"N","Withdrawn",-46,81,-46,81 +"1447",685705,1,NA,2.21311475409836,2,3.9620253164557,1.25,8,5.25824175824176,2.33333333333333,1,NA,13.7432432432432,NA,1.73529411764706,1.68235294117647,1.33333333333333,62.1666666666667,75.4,"M","Yorkshire Region","A Level or Equivalent","20-30%","0-35",0,120,"N","Pass",-57,NA,-57,NA +"1448",685708,NA,NA,3.13636363636364,NA,2.575,2,1.33333333333333,4.42016806722689,1.33333333333333,1,NA,11.9677419354839,NA,1.67241379310345,1.59663865546218,1,86.4285714285714,69,"F","London Region","A Level or Equivalent","0-10%","0-35",0,120,"N","Pass",-32,NA,-32,NA +"1449",685772,4.33333333333333,NA,2.95617529880478,NA,3.35570469798658,3,1.5,6.35423197492163,1.33333333333333,1,1.33333333333333,16.9574468085106,NA,1.34210526315789,1.67368421052632,1.33333333333333,65.5714285714286,65.4,"M","South Region","Lower Than A Level","90-100%","0-35",0,60,"N","Pass",-46,NA,-46,NA +"1450",685831,1,NA,2.05555555555556,NA,3.20547945205479,1.5,NA,3.81714285714286,2.16666666666667,1,NA,14.18,NA,1.48936170212766,1.58235294117647,2.05263157894737,66.4285714285714,90.6,"M","Ireland","A Level or Equivalent","70-80%","0-35",0,90,"N","Pass",-29,NA,-29,NA +"1451",685860,NA,NA,2.81111111111111,4,2.62745098039216,1,1,5.41935483870968,2.5,1,1.5,9.79166666666667,NA,1.07142857142857,1.16923076923077,1,96.5,85,"M","East Anglian Region","A Level or Equivalent","70-80%","0-35",0,210,"N","Withdrawn",-57,70,-57,70 +"1452",685928,NA,NA,NA,NA,2.14285714285714,1,NA,2,NA,1,NA,2.33333333333333,NA,1.2,1.88888888888889,1,NA,66,"M","North Western Region","A Level or Equivalent","50-60%","0-35",0,120,"N","Fail",-15,NA,-15,NA +"1453",685998,NA,NA,4.77777777777778,NA,6.5625,1.57142857142857,1.5,2.5,1,1,NA,2.5,NA,1.125,1.37142857142857,1,NA,74,"M","South East Region","Lower Than A Level","90-100%","0-35",0,60,"N","Withdrawn",-57,52,-57,52 +"1454",686065,3.57142857142857,2,2.48813559322034,NA,4.09137055837563,1.66666666666667,1,5.34011627906977,2,1.08333333333333,1.10344827586207,7.22105263157895,NA,1.07317073170732,1.51394422310757,1.22222222222222,88.1428571428571,86.4,"M","Scotland","A Level or Equivalent","50-60%","0-35",0,60,"N","Distinction",-42,NA,-42,NA +"1455",686164,NA,NA,1.625,NA,3,NA,1.5,3,NA,1,NA,NA,NA,1.25,1.06666666666667,1,NA,62,"M","Scotland","Lower Than A Level","0-10%","0-35",0,60,"N","Fail",-37,NA,-37,NA +"1456",686314,4,NA,2.66666666666667,NA,3.55681818181818,1,1,3.74,1,1.33333333333333,NA,12.1346153846154,NA,1.11111111111111,1.46875,1.2,73.2857142857143,64.5,"M","South West Region","A Level or Equivalent","30-40%","0-35",0,120,"N","Pass",-56,NA,-56,NA +"1457",686317,1,1,2.37864077669903,NA,3.67647058823529,1.33333333333333,1,6.44,1,1,NA,12.5116279069767,NA,1.0625,2.05405405405405,1.33333333333333,74.2857142857143,84,"F","West Midlands Region","A Level or Equivalent","0-10%","0-35",0,120,"N","Pass",-51,NA,-51,NA +"1458",686344,NA,NA,3.33333333333333,NA,6.87777777777778,1.33333333333333,1.62745098039216,8.3252427184466,3.75,1,2,25.7,NA,1.67123287671233,2.1592039800995,1.47619047619048,69.2857142857143,80.6,"M","East Midlands Region","Lower Than A Level","80-90%","0-35",0,60,"N","Pass",-30,NA,-30,NA +"1459",686348,NA,NA,2.68199233716475,NA,5.55414012738853,2,1.25,6.51081081081081,1.90909090909091,1,1.5,14.3189655172414,NA,1.47916666666667,2.06344410876133,1.7,67.7142857142857,78.8,"M","East Anglian Region","A Level or Equivalent","40-50%","0-35",0,120,"Y","Pass",-43,NA,-43,NA +"1460",686448,NA,NA,2.61538461538462,NA,2.85714285714286,1,NA,6.84615384615385,2.5,1,1.5,NA,NA,1.2,1.07692307692308,NA,NA,60,"M","East Midlands Region","A Level or Equivalent","60-70%","0-35",0,60,"N","Withdrawn",-56,12,-56,12 +"1461",686498,1.66666666666667,NA,2.65811965811966,NA,3.42857142857143,1,1.41666666666667,7.25242718446602,1.71428571428571,1.28571428571429,1.31578947368421,5.86138613861386,NA,1.25,1.88666666666667,1.25,80.1666666666667,72.6,"M","North Region","HE Qualification","10-20","0-35",0,60,"N","Pass",-18,NA,-18,NA +"1462",686522,5,NA,2.36241610738255,1,3.96551724137931,1.25,1.53333333333333,5.38818565400844,2.33333333333333,1,1.14285714285714,7.02158273381295,NA,1.05128205128205,1.83870967741935,1.05084745762712,82,83.6,"M","West Midlands Region","HE Qualification","0-10%","35-55",0,90,"N","Pass",-36,NA,-36,NA +"1463",686558,NA,NA,1.64705882352941,NA,4.56862745098039,1,NA,2.84883720930233,1.5,1,NA,11,NA,1.34375,1.66071428571429,1.4,86.5714285714286,82.4,"M","East Midlands Region","A Level or Equivalent","50-60%","0-35",0,120,"N","Pass",-50,NA,-50,NA +"1464",686700,NA,NA,4.47368421052632,1,2.84444444444444,1,NA,2.26923076923077,5,1,NA,12.9347826086957,NA,1.41176470588235,1.95,1,87.5714285714286,73.4,"M","North Western Region","A Level or Equivalent","10-20","0-35",0,120,"N","Pass",-53,NA,-53,NA +"1465",686705,NA,NA,2.12,NA,2.3375,1,1,7.24827586206897,1.5,NA,1.5,11.1428571428571,NA,1.08333333333333,1.26666666666667,1.25,86.1428571428571,68.25,"F","South East Region","A Level or Equivalent","30-40%","0-35",0,120,"N","Pass",-53,NA,-53,NA +"1466",686786,NA,NA,2,NA,4.29090909090909,1.5,NA,3.46551724137931,2,NA,NA,9.94594594594595,NA,1.22222222222222,1.40322580645161,1,71,67,"M","East Anglian Region","Lower Than A Level","30-40%","0-35",0,60,"Y","Fail",-8,NA,-8,NA +"1467",686946,10,NA,2.75,NA,3.16981132075472,1,2.2,2.5,NA,1,NA,14.3958333333333,NA,1.28571428571429,1.83471074380165,1.45454545454545,66.5714285714286,53.4,"M","London Region","A Level or Equivalent","50-60%","0-35",0,120,"N","Fail",-23,NA,-23,NA +"1468",687007,NA,NA,3.5,NA,2.64285714285714,1,NA,2.66666666666667,1,NA,NA,9.22222222222222,NA,1,1.44827586206897,1,87,84,"M","South Region","Lower Than A Level","20-30%","35-55",0,60,"N","Fail",-53,NA,-53,NA +"1469",687033,NA,NA,4.3,NA,2.25,NA,NA,2.38775510204082,NA,1,NA,1,NA,1.28571428571429,1.91428571428571,NA,NA,66.6666666666667,"M","Wales","A Level or Equivalent","80-90%","0-35",0,120,"N","Fail",-46,NA,-46,NA +"1470",687073,NA,NA,2.91428571428571,NA,3.30508474576271,1,NA,4.82666666666667,1,NA,NA,10.0740740740741,NA,2.57894736842105,1.93333333333333,1,79.5,56.6666666666667,"M","South West Region","A Level or Equivalent","20-30%","35-55",0,120,"N","Withdrawn",-50,139,-50,139 +"1471",687112,NA,NA,2.59428571428571,NA,4.88421052631579,1.25,1.33333333333333,7.62790697674419,2.4,NA,1.5,8.41176470588235,NA,1.38888888888889,1.8030303030303,1.5,86.4285714285714,74.2,"M","North Western Region","Lower Than A Level","20-30%","0-35",0,120,"N","Pass",-28,NA,-28,NA +"1472",687115,NA,NA,4.2,NA,2.62857142857143,1,NA,5.51648351648352,NA,1,NA,10.8529411764706,NA,1.45454545454545,1.99,1.33333333333333,87,70.2,"M","South West Region","A Level or Equivalent","40-50%","0-35",0,120,"N","Pass",-23,NA,-23,NA +"1473",687288,NA,NA,2.57894736842105,1,3.70967741935484,1,NA,7.15,NA,1,NA,2.6,NA,1.2,1.7,1,NA,80,"M","South Region","A Level or Equivalent","70-80%","0-35",0,90,"N","Withdrawn",-44,122,-44,122 +"1474",687304,NA,NA,1.4,NA,2.22222222222222,NA,NA,4.6875,NA,1,NA,16.8333333333333,NA,1,1.375,NA,71.5,40,"M","East Anglian Region","A Level or Equivalent","40-50%","0-35",0,120,"N","Fail",-25,NA,-25,NA +"1475",687331,NA,NA,1.68965517241379,NA,3.5,1,NA,9.45454545454546,3.66666666666667,1,1.5,11.25,NA,1.5,1.42553191489362,1.5,78.5,88,"M","Wales","Lower Than A Level","10-20","0-35",0,60,"Y","Fail",-30,NA,-30,NA +"1476",687341,NA,NA,2.89189189189189,NA,2.95833333333333,2,NA,4.18867924528302,5.16666666666667,1.5,NA,10.4736842105263,NA,1.42857142857143,1.32608695652174,1.25,82.5,78,"M","South West Region","A Level or Equivalent","40-50%","0-35",0,60,"N","Withdrawn",-50,138,-50,138 +"1477",687345,NA,NA,1.92857142857143,NA,2.41666666666667,1,1,1.9375,NA,1,NA,4.33333333333333,NA,1.36363636363636,1.14084507042254,1,NA,70.3333333333333,"M","South Region","A Level or Equivalent","60-70%","0-35",0,90,"N","Fail",-41,NA,-41,NA +"1478",687351,NA,NA,3.29775280898876,2,5.05813953488372,1.4,1.41666666666667,6.34736842105263,1,1,NA,11.8214285714286,NA,1.21428571428571,2.11494252873563,1.25,85.5714285714286,94,"M","Scotland","HE Qualification","30-40%","0-35",0,60,"N","Pass",-25,NA,-25,NA +"1479",687410,NA,NA,3.85,NA,3.87179487179487,1,NA,5.29864253393665,2.25,1,1.5,8.01470588235294,NA,1.22222222222222,1.58823529411765,1.13636363636364,87,75.2,"M","North Region","Lower Than A Level","20-30%","0-35",0,120,"N","Pass",-43,NA,-43,NA +"1480",687434,3.28571428571429,NA,5.65542521994135,NA,7.87861271676301,1.75,1.28571428571429,7.43728813559322,2.42307692307692,1.1,1.13793103448276,11.2761904761905,NA,1.52,1.68398268398268,1.1875,82.7142857142857,96.8,"M","Yorkshire Region","Lower Than A Level","80-90%","35-55",0,90,"N","Distinction",-49,NA,-49,NA +"1481",687468,NA,2,1.71578947368421,NA,4.47154471544715,1.33333333333333,NA,8.36437246963563,1.63636363636364,1,NA,10.9230769230769,NA,1,1.52017937219731,1.38095238095238,81,87.2,"F","South West Region","HE Qualification","40-50%","0-35",0,60,"N","Distinction",-50,NA,-50,NA +"1482",687485,NA,NA,2.00621118012422,NA,4.72173913043478,1.25,1,2.90285714285714,3,1,NA,10.1458333333333,NA,1.67647058823529,1.64285714285714,1,61.7142857142857,52.6,"F","West Midlands Region","A Level or Equivalent","80-90%","0-35",0,180,"N","Pass",-51,NA,-51,NA +"1483",687503,1.85714285714286,NA,3.20113314447592,NA,6.85,1.25,1,5.20215633423181,1.85714285714286,1.08333333333333,1.14285714285714,10.1935483870968,NA,1.11864406779661,1.56195965417867,1.31707317073171,77.5714285714286,77.8,"F","South West Region","Lower Than A Level","30-40%","35-55",0,120,"N","Pass",-46,NA,-46,NA +"1484",687510,NA,NA,5.16666666666667,2,3.16666666666667,1.25,2,2.73076923076923,1.5,1,NA,2,NA,1,1.80952380952381,1.33333333333333,NA,70,"M","South Region","Lower Than A Level","40-50%","0-35",0,240,"N","Withdrawn",-51,12,-51,12 +"1485",687511,NA,NA,2.5,NA,3.83333333333333,1.2,NA,1.96875,2,NA,NA,8.23684210526316,NA,2.01639344262295,1.96825396825397,1,80.5,70,"M","London Region","Lower Than A Level","0-10%","35-55",0,120,"N","Withdrawn",-25,104,-25,104 +"1486",687525,NA,NA,3.25714285714286,NA,1.76470588235294,1,NA,4.38235294117647,3,1,NA,10,NA,1.33333333333333,1.43333333333333,1,NA,62,"M","Ireland","A Level or Equivalent","50-60%","0-35",0,60,"N","Fail",-10,NA,-10,NA +"1487",687686,NA,NA,2.97058823529412,NA,4.01612903225806,1.33333333333333,1,4.80874316939891,4.33333333333333,1,1,8.17777777777778,NA,1.07142857142857,1.80733944954128,1,89.6,79.75,"M","South Region","A Level or Equivalent","60-70%","0-35",0,120,"N","Fail",-46,NA,-46,NA +"1488",687752,NA,NA,2.25,NA,5.09677419354839,1,1.33333333333333,2.97297297297297,1.75,1,NA,8.5,NA,1.33333333333333,1.28846153846154,1,81,61,"M","South Region","A Level or Equivalent","50-60%","0-35",0,120,"N","Withdrawn",-50,12,-50,12 +"1489",687828,NA,NA,1.71428571428571,NA,5.5,1,NA,2.8,NA,1,NA,2,NA,1.25,1.5,NA,NA,74,"M","Ireland","Lower Than A Level","50-60%","35-55",0,60,"N","Fail",-9,NA,-9,NA +"1490",687846,NA,NA,4.23333333333333,8,3.42222222222222,1.75,1.66666666666667,5.59154929577465,1,NA,NA,12.46,NA,1.32,1.75294117647059,1.14285714285714,84.5714285714286,74.5,"M","East Midlands Region","A Level or Equivalent","10-20","0-35",0,60,"N","Pass",-46,NA,-46,NA +"1491",687910,4.75,1,2.75,5,3.18367346938776,1.33333333333333,NA,6.00707547169811,2.73333333333333,1,1.1,8.6375,NA,1.12903225806452,1.64651162790698,1.07142857142857,82.4285714285714,72.4,"M","East Anglian Region","Lower Than A Level","90-100%","0-35",0,60,"N","Pass",-31,NA,-31,NA +"1492",687930,5.13333333333333,2.25,3.86046511627907,2.33333333333333,4.8135593220339,1.25,1,4.53132250580046,2.3,1.72727272727273,1.53846153846154,7.90598290598291,NA,1.25454545454545,3.08554572271386,1.15436241610738,92.5714285714286,79.2,"F","East Anglian Region","Lower Than A Level","90-100%","35-55",0,60,"N","Pass",-42,NA,-42,NA +"1493",687931,NA,NA,3.29012345679012,NA,3.48648648648649,1.16666666666667,1.16666666666667,5.21232876712329,2.875,1,1.33333333333333,13.03125,NA,1.25,1.48663101604278,1.11111111111111,67.5714285714286,67.8,"M","South Region","A Level or Equivalent","90-100%","0-35",0,120,"N","Pass",-49,NA,-49,NA +"1494",687988,1,NA,2.34285714285714,NA,4.24064171122995,1,1,6.38123167155425,1.25,1,2,16.1333333333333,NA,1.03571428571429,1.49339207048458,1.21739130434783,52.8571428571429,66.4,"M","Ireland","Lower Than A Level","90-100%","0-35",0,60,"N","Pass",-15,NA,-15,NA +"1495",688008,3.28571428571429,1,3.61290322580645,NA,4.0625,1.25,NA,6.96022727272727,2.66666666666667,1,1.10714285714286,11.6944444444444,NA,1.37037037037037,1.84057971014493,1.5,95,91,"F","London Region","HE Qualification","0-10%","0-35",0,120,"N","Pass",-32,NA,-32,NA +"1496",688071,NA,NA,2.5,NA,2.75,2.5,NA,4,NA,NA,NA,NA,NA,1.25,1.66666666666667,2,NA,90,"M","Scotland","A Level or Equivalent","40-50%","0-35",0,120,"N","Fail",-37,NA,-37,NA +"1497",688097,NA,NA,3.16666666666667,NA,3.25,NA,NA,2.35,NA,1,NA,NA,NA,1.6,1.35,NA,NA,72,"M","South East Region","A Level or Equivalent","30-40%","0-35",0,120,"N","Withdrawn",-23,76,-23,76 +"1498",688127,NA,NA,2.36073059360731,NA,4.6,1,1.57142857142857,5.38604651162791,2.5,1,1,11.3269230769231,NA,1.125,1.55555555555556,1.33333333333333,76.7142857142857,88.2,"M","East Midlands Region","A Level or Equivalent","60-70%","0-35",0,60,"N","Distinction",-49,NA,-49,NA +"1499",688136,2.5,1.5,4.10823529411765,NA,8.6969696969697,1.5,1.6,6.55066079295154,1.875,1,1.08333333333333,17.3243243243243,NA,1.15625,1.56538461538462,1.18367346938776,83,79.6,"M","East Anglian Region","Lower Than A Level","10-20","35-55",0,150,"N","Fail",-46,NA,-46,NA +"1500",688159,NA,NA,2.2280701754386,NA,4.16363636363636,1,1,5.4,3.14285714285714,1.75,NA,9.25,NA,1.25,1.62,1.1,NA,67,"M","South West Region","A Level or Equivalent","90-100%","0-35",0,120,"N","Withdrawn",-36,137,-36,137 +"1501",688192,4.66666666666667,1,3.06185567010309,NA,4.5,1.33333333333333,2,5.80616740088106,4,1,1.09375,10.6438356164384,NA,1.40625,1.92666666666667,1.06666666666667,73.7142857142857,67.8,"F","Wales","A Level or Equivalent","30-40%","0-35",0,90,"N","Fail",-17,NA,-17,NA +"1502",688225,NA,NA,1.94444444444444,NA,3.34375,2,2,10.4056603773585,2,1,1.75,7.71875,NA,1.38461538461538,2.25316455696203,1.71428571428571,73,65.3333333333333,"M","Scotland","Lower Than A Level","40-50%","0-35",0,60,"N","Fail",-38,NA,-38,NA +"1503",688250,NA,NA,3.4,NA,2.28571428571429,1.5,NA,1.60714285714286,NA,NA,NA,1,NA,1.4,1.2,1,NA,30,"M","Wales","A Level or Equivalent","30-40%","0-35",0,60,"N","Fail",-23,NA,-23,NA +"1504",688265,NA,NA,1.83333333333333,NA,2.88095238095238,1.33333333333333,NA,5.89655172413793,NA,1,1.5,13.6666666666667,NA,2.33333333333333,1.53191489361702,1,77.6666666666667,57.8,"M","East Anglian Region","Lower Than A Level","30-40%","0-35",0,60,"N","Fail",-15,NA,-15,NA +"1505",688337,NA,NA,1.3125,NA,2.4344262295082,1,1,7.71428571428571,1.6,1,NA,11.0408163265306,NA,1.0625,1.39181286549708,NA,81.4285714285714,57.6,"M","South West Region","A Level or Equivalent","70-80%","0-35",0,120,"N","Pass",-35,NA,-35,NA +"1506",688453,NA,NA,1.5,NA,2.35,1,NA,3.11904761904762,NA,1,NA,2.8,NA,1.25,1.275,1.25,NA,78,"M","Wales","Lower Than A Level","20-30%","0-35",0,120,"N","Fail",-44,NA,-44,NA +"1507",688470,NA,NA,3.9,1,2.03846153846154,1.5,NA,5.07936507936508,NA,1,1.4,11.5,NA,1.70967741935484,1.86666666666667,1.5,74.5714285714286,63,"M","East Midlands Region","Lower Than A Level","50-60%","0-35",0,60,"N","Fail",-31,NA,-31,NA +"1508",688543,2.66666666666667,2,2.52941176470588,NA,3.71875,1.5,1.75,5.77489177489177,2.75,1.2,1.22222222222222,12.1282051282051,NA,1.1304347826087,1.864,1.52941176470588,83.1428571428571,77.4,"F","North Western Region","HE Qualification","10-20","0-35",0,120,"N","Pass",-46,NA,-46,NA +"1509",688664,NA,NA,3.02631578947368,NA,3.9047619047619,1.5,1,3.88461538461538,2.125,NA,NA,4.57142857142857,NA,1.25,1.68888888888889,1,NA,70,"M","South East Region","A Level or Equivalent","60-70%","0-35",0,60,"Y","Withdrawn",-46,6,-46,6 +"1510",688667,9.66666666666667,NA,1.80239520958084,2,4.97560975609756,1.33333333333333,1.05882352941176,5.3632183908046,1.95652173913043,1.2,1,14.8028169014085,NA,1.6144578313253,1.63231197771588,1.44897959183673,75.2857142857143,74.8,"M","North Western Region","HE Qualification","20-30%","0-35",0,120,"N","Pass",-31,NA,-31,NA +"1511",688685,NA,2,2.09655172413793,NA,5.55769230769231,2,3,7.58823529411765,2.55555555555556,1.25,1,8.73529411764706,NA,1.10714285714286,1.75916230366492,1.5,85.8571428571429,80,"M","Scotland","A Level or Equivalent","40-50%","0-35",0,120,"N","Pass",-23,NA,-23,NA +"1512",688727,2.14285714285714,3,2.75265017667845,NA,4.43373493975904,1.33333333333333,2.08695652173913,6.73673469387755,3.2,1.13333333333333,1.19230769230769,7.11475409836066,NA,1.21951219512195,1.65724381625442,1.28125,92.2857142857143,93.2,"M","East Midlands Region","Lower Than A Level","20-30%","35-55",0,120,"N","Distinction",-46,NA,-46,NA +"1513",688881,NA,NA,2.60869565217391,NA,3.37837837837838,1.2,NA,5.66071428571429,3,1,NA,1.33333333333333,NA,1.58333333333333,2.05970149253731,1.4,NA,69,"F","Wales","Lower Than A Level","40-50%","35-55",0,240,"N","Withdrawn",-44,12,-44,12 +"1514",688891,NA,NA,2.8936170212766,NA,3.4390243902439,1,1.2,9,1.55555555555556,1,NA,12.0851063829787,NA,1.375,1.62820512820513,1,74.8571428571429,53,"M","East Midlands Region","A Level or Equivalent","90-100%","0-35",0,180,"N","Fail",-46,NA,-46,NA +"1515",688895,3,1.33333333333333,2.66801619433198,NA,5.3072625698324,1.16666666666667,1.30769230769231,7.49466950959488,2.78947368421053,1.07692307692308,1.34782608695652,5.47619047619048,NA,1.0952380952381,1.58947368421053,1.30769230769231,89.2857142857143,92.2,"M","Ireland","Lower Than A Level","","0-35",0,60,"N","Distinction",-45,NA,-45,NA +"1516",688904,NA,2,4.73154362416107,NA,5.02666666666667,1.33333333333333,3.25,8.73584905660377,5.64705882352941,1,1.4,10.25,NA,2.27777777777778,1.83018867924528,1.25,NA,70.3333333333333,"M","West Midlands Region","Lower Than A Level","","0-35",0,60,"N","Withdrawn",-46,138,-46,138 +"1517",688976,NA,NA,3.17647058823529,NA,3.27586206896552,1.5,NA,1.97872340425532,NA,1.5,NA,18.0952380952381,NA,1.10526315789474,1.75342465753425,1,97.5,69.3333333333333,"M","North Western Region","A Level or Equivalent","60-70%","0-35",0,120,"N","Fail",-16,NA,-16,NA +"1518",689005,NA,NA,1.92,NA,3.32352941176471,1.16666666666667,NA,3.64516129032258,1,NA,NA,8.82758620689655,NA,1.08333333333333,1.36190476190476,1.5,80,76.2,"M","South West Region","A Level or Equivalent","40-50%","0-35",0,60,"N","Pass",-32,NA,-32,NA +"1519",689052,NA,NA,3.44117647058824,NA,4.29411764705882,1.5,NA,5.52631578947368,NA,1,NA,11.6363636363636,NA,1,2.03448275862069,1,75,83,"M","North Western Region","HE Qualification","0-10%","0-35",0,60,"N","Fail",-41,NA,-41,NA +"1520",689056,NA,NA,4.42253521126761,NA,3.75925925925926,1,1.5,5.72941176470588,3.75,1,NA,9.3030303030303,NA,1.06666666666667,1.5,1,86.25,58.5,"M","North Region","A Level or Equivalent","","35-55",0,60,"N","Pass",-23,NA,-23,NA +"1521",689225,NA,NA,3.71666666666667,NA,2.23809523809524,1.33333333333333,NA,7.76190476190476,3.5,1,NA,10.4545454545455,NA,1.4,1.57142857142857,1,NA,82,"M","Scotland","A Level or Equivalent","70-80%","0-35",0,60,"N","Withdrawn",-29,157,-29,157 +"1522",689260,NA,NA,2.9047619047619,NA,2.62931034482759,1.25,3,3.7887323943662,1,1,1.25,11.4385964912281,NA,1.0625,1.4,1.1,88,89.6,"M","North Western Region","A Level or Equivalent","10-20","35-55",0,120,"Y","Pass",-31,NA,-31,NA +"1523",689280,4.22222222222222,2,2.91160220994475,NA,5.30681818181818,2,2,6.30917874396135,4.90476190476191,1,1.13636363636364,9.675,NA,1.11538461538462,2.04982206405694,1.09803921568627,93,96.2,"M","North Western Region","A Level or Equivalent","70-80%","35-55",0,60,"N","Distinction",-38,NA,-38,NA +"1524",689347,3.33333333333333,2,3.125,NA,3.23333333333333,1,1,5.57425742574257,6.66666666666667,1,1.375,9.01515151515152,NA,1.15,1.95121951219512,1.19230769230769,75.7142857142857,93,"M","South Region","A Level or Equivalent","20-30%","0-35",0,60,"N","Pass",-37,NA,-37,NA +"1525",689444,NA,NA,2.96825396825397,3,4.91935483870968,2,2.33333333333333,5.05691056910569,3.625,1,1.5,12.4470588235294,NA,1.63157894736842,1.83458646616541,1.2,68,90.25,"F","Scotland","A Level or Equivalent","40-50%","35-55",0,60,"N","Fail",-23,NA,-23,NA +"1526",689498,NA,NA,1.2,NA,3.33333333333333,1,NA,3.84210526315789,1,NA,NA,1,NA,1.33333333333333,1.83333333333333,1,NA,62,"M","North Region","Lower Than A Level","0-10%","0-35",0,240,"N","Withdrawn",-44,12,-44,12 +"1527",689626,NA,NA,1.2,NA,1.9,1,NA,3.59090909090909,1,NA,NA,1,NA,1.2,1.38095238095238,1,NA,50,"M","London Region","Lower Than A Level","10-20","0-35",0,120,"N","Fail",-30,NA,-30,NA +"1528",689796,5,1,2.39365671641791,NA,6.15183246073298,1.16666666666667,1.5,8.67979002624672,2.07692307692308,2.4,1.41176470588235,11.5317919075145,NA,1.32352941176471,2.27906976744186,1.53846153846154,86,84.6,"F","Yorkshire Region","Lower Than A Level","20-30%","0-35",0,60,"N","Pass",-10,NA,-10,NA +"1529",689827,NA,NA,1.8,NA,2.16666666666667,1,NA,5.08,NA,NA,NA,2.75,NA,1.2,1.56521739130435,NA,NA,82,"F","Ireland","A Level or Equivalent","","0-35",0,60,"N","Withdrawn",-41,121,-41,121 +"1530",689832,NA,NA,1.25,NA,2.50961538461538,2.5,NA,5.45502645502645,1.66666666666667,1,1.5,13.88,NA,1.04545454545455,1.42767295597484,1.05555555555556,73.1428571428571,82.4,"M","West Midlands Region","Lower Than A Level","40-50%","0-35",0,60,"Y","Pass",-32,NA,-32,NA +"1531",689855,NA,NA,2.3,NA,4.32231404958678,2,NA,4.36363636363636,2.77777777777778,1.5,1.5,9.05555555555556,NA,3.19178082191781,1.63942307692308,1.28571428571429,85.2857142857143,86.6,"M","South West Region","A Level or Equivalent","20-30%","0-35",0,150,"N","Distinction",-25,NA,-25,NA +"1532",689924,NA,NA,2.38709677419355,NA,2.80281690140845,1,1.5,3.525,1.2,NA,NA,12.3,NA,1.075,1.45977011494253,1.14285714285714,82,75.6,"M","East Midlands Region","Lower Than A Level","30-40%","0-35",0,120,"N","Pass",-38,NA,-38,NA +"1533",690075,NA,NA,1.90566037735849,NA,3.52307692307692,1,3,3.86868686868687,1,1,NA,18.1304347826087,NA,1.4375,1.74561403508772,1.11111111111111,72,63.2,"M","London Region","Lower Than A Level","20-30%","0-35",0,120,"N","Pass",-31,NA,-31,NA +"1534",690198,1,NA,2.40213523131673,NA,4.98039215686275,1,1,6.62946428571429,2.04761904761905,1,1.4,11.3013698630137,NA,1.29166666666667,1.62179487179487,1.23076923076923,88.5714285714286,93.8,"F","West Midlands Region","A Level or Equivalent","30-40%","0-35",0,60,"N","Distinction",-42,NA,-42,NA +"1535",690296,NA,NA,3.07894736842105,NA,3.58333333333333,1.25,1.5,5.22,4.33333333333333,1,NA,9,NA,1.28571428571429,1.88679245283019,1.16666666666667,NA,85,"M","South East Region","Lower Than A Level","60-70%","0-35",0,60,"N","Withdrawn",-41,12,-41,12 +"1536",690382,NA,NA,3.0952380952381,NA,2.68518518518519,1,NA,6.59340659340659,1,NA,NA,16.2325581395349,NA,1.06666666666667,2.10588235294118,NA,85.4285714285714,69,"M","Scotland","HE Qualification","10-20","0-35",0,120,"N","Pass",-29,NA,-29,NA +"1537",690585,NA,NA,1.5,NA,3.81818181818182,1,NA,1.40740740740741,NA,NA,NA,2.42857142857143,NA,1.57142857142857,1.38461538461538,NA,NA,60,"M","North Western Region","Lower Than A Level","80-90%","0-35",0,60,"N","Fail",-28,NA,-28,NA +"1538",690628,NA,NA,2.16071428571429,NA,2.63120567375887,1,1,5.96014492753623,2.4,1,1.1875,7.79775280898876,NA,1.04761904761905,1.43840579710145,1.21052631578947,91,78.6,"M","Scotland","HE Qualification","70-80%","0-35",0,120,"N","Pass",-23,NA,-23,NA +"1539",690635,NA,NA,1.70833333333333,NA,2.52702702702703,1,2,6.89830508474576,1,1,NA,14.0277777777778,NA,1.15789473684211,1.625,1,85,88.4,"M","East Midlands Region","HE Qualification","60-70%","0-35",0,60,"N","Distinction",-38,NA,-38,NA +"1540",690746,4.4,1.5,2.13939393939394,NA,5.75238095238095,2.16666666666667,2.05263157894737,6.00361663652803,3.54761904761905,1.5,1.16216216216216,4.10043668122271,NA,1.56060606060606,1.7255369928401,1.30612244897959,94,96.6,"F","Scotland","HE Qualification","80-90%","35-55",0,90,"N","Distinction",-22,NA,-22,NA +"1541",690832,NA,NA,4.52380952380952,NA,5.95833333333333,1,1,7.42138364779874,3.75,1,1.83333333333333,15.2783505154639,NA,1.20833333333333,3.00884955752212,1.15384615384615,95.5714285714286,76.75,"M","Scotland","A Level or Equivalent","20-30%","35-55",0,120,"N","Fail",-25,NA,-25,NA +"1542",690872,NA,NA,5.02857142857143,NA,3.71951219512195,1.25,2,5.11917098445596,3.63636363636364,1.2,1.36363636363636,10.8571428571429,NA,1.11111111111111,2.01212121212121,1.04166666666667,79.3333333333333,86.4,"M","East Midlands Region","Lower Than A Level","80-90%","0-35",0,120,"N","Pass",-38,NA,-38,NA +"1543",690962,NA,NA,1.82142857142857,NA,2.15789473684211,1,1,2.53703703703704,1.8,1,NA,7.28571428571429,NA,1.1,1.33962264150943,1.2,NA,75.3333333333333,"M","South East Region","A Level or Equivalent","60-70%","0-35",0,180,"N","Withdrawn",-25,116,-25,116 +"1544",691269,NA,NA,2.35714285714286,NA,3.97196261682243,1,1,5.68231046931408,2.375,1,NA,10.5675675675676,NA,1.41176470588235,1.68181818181818,1.30434782608696,73.7142857142857,72.6,"M","West Midlands Region","Lower Than A Level","90-100%","0-35",0,60,"N","Pass",-37,NA,-37,NA +"1545",691280,NA,NA,2.28070175438596,NA,4.2463768115942,1,1,5.15384615384615,NA,1,NA,13.5116279069767,NA,1.125,2.05,1.71428571428571,71,66,"M","East Anglian Region","HE Qualification","90-100%","0-35",0,150,"N","Pass",-36,NA,-36,NA +"1546",691326,NA,NA,2.73262032085561,3,6.3768115942029,1.875,1,7.81081081081081,2.11111111111111,1,1.57142857142857,7.17699115044248,NA,1.66666666666667,1.76608187134503,1.42028985507246,54.1428571428571,72.6,"F","Scotland","Lower Than A Level","30-40%","0-35",0,90,"N","Fail",-29,NA,-29,NA +"1547",691375,NA,NA,2.32758620689655,NA,2.68085106382979,1.16666666666667,1,3.95934959349594,1.86666666666667,1,2,5.84,NA,1.16666666666667,1.43333333333333,1.14285714285714,73,68.6666666666667,"M","Scotland","Lower Than A Level","0-10%","0-35",0,60,"N","Fail",-22,NA,-22,NA +"1548",691465,NA,NA,3.15909090909091,NA,3.01626016260163,1,1,5.87931034482759,1.5,1,NA,15.3333333333333,NA,1.59090909090909,2.65354330708661,1.66666666666667,63.4285714285714,46.2,"M","London Region","HE Qualification","30-40%","35-55",0,120,"N","Fail",-17,NA,-17,NA +"1549",691699,1,NA,3.71428571428571,NA,2.11538461538462,1,1.66666666666667,7.06285714285714,NA,1,NA,9.26923076923077,NA,1.08333333333333,1.70175438596491,1,87.5714285714286,86.2,"M","South Region","Lower Than A Level","80-90%","0-35",0,120,"N","Pass",-7,NA,-7,NA +"1550",691722,3.875,1,2.21171171171171,4,4.75742574257426,1.33333333333333,2.5,6.95107033639144,2.23076923076923,1.16666666666667,1.25,7.86904761904762,NA,1.09677419354839,1.78813559322034,1.29787234042553,84,86,"M","Scotland","HE Qualification","50-60%","0-35",0,120,"N","Distinction",-28,NA,-28,NA +"1551",691805,NA,NA,1,NA,3.15384615384615,1.66666666666667,NA,4.375,NA,NA,NA,8,NA,2,1.38095238095238,1,NA,80,"M","North Western Region","Lower Than A Level","50-60%","0-35",0,180,"N","Withdrawn",-36,47,-36,47 +"1552",691873,1,NA,2.01923076923077,NA,2.76,1,4.1,4.73652694610778,2.4,NA,1.19047619047619,13.0392156862745,NA,1.08333333333333,1.17857142857143,1.71428571428571,73.7142857142857,56.8,"M","East Midlands Region","A Level or Equivalent","40-50%","0-35",0,120,"N","Pass",-36,NA,-36,NA +"1553",691932,4,2,1.67647058823529,NA,4.37908496732026,1,1.66666666666667,6.26934984520124,2.16666666666667,1.22222222222222,1.1304347826087,8.82165605095541,NA,1.17241379310345,1.48684210526316,1.32352941176471,80.5714285714286,89.8,"M","North Western Region","A Level or Equivalent","0-10%","35-55",0,120,"N","Pass",-34,NA,-34,NA +"1554",692010,2.22222222222222,2,4.64197530864198,1,5.65882352941177,1,1.16666666666667,5.45,2.88,1.33333333333333,1.13793103448276,5.7979797979798,NA,1.59459459459459,1.63348416289593,1.31818181818182,89.4285714285714,84.4,"F","South East Region","A Level or Equivalent","90-100%","35-55",0,120,"N","Pass",-35,NA,-35,NA +"1555",692097,NA,NA,2.39568345323741,NA,4.84375,1,1.375,6.51428571428571,3,1.33333333333333,1,12.2307692307692,NA,1.11538461538462,1.92946058091286,1.29411764705882,74.8571428571429,83,"F","East Midlands Region","HE Qualification","10-20","0-35",0,120,"N","Pass",-34,NA,-34,NA +"1556",692220,3,NA,2.9468085106383,1,2.5625,1.33333333333333,1,4.84375,2.8,1,NA,13.4078947368421,NA,1.12,1.66923076923077,1.29032258064516,79.4285714285714,64.2,"M","North Western Region","Lower Than A Level","50-60%","0-35",0,60,"N","Pass",-14,NA,-14,NA +"1557",692297,NA,NA,5,NA,2.55555555555556,NA,2,2.42857142857143,NA,1,NA,NA,NA,1,1.63157894736842,1,NA,63,"M","South Region","Lower Than A Level","50-60%","35-55",0,60,"Y","Fail",-34,NA,-34,NA +"1558",692301,NA,NA,3,NA,5.30769230769231,1,NA,4.99115044247788,1,1,NA,13.5,NA,1.3125,1.78048780487805,1,85.8571428571429,58.8,"M","Scotland","A Level or Equivalent","60-70%","0-35",0,90,"N","Pass",-14,NA,-14,NA +"1559",692334,3.8,NA,2.43103448275862,NA,2.36231884057971,1.33333333333333,1,8.91126279863481,2.71428571428571,2,1.375,12.9864864864865,NA,1.0625,1.62244897959184,1.11111111111111,83.5714285714286,88.8,"M","Ireland","A Level or Equivalent","0-10%","0-35",0,60,"N","Pass",-32,NA,-32,NA +"1560",692454,NA,NA,2.60833333333333,NA,4.2589928057554,2,1.75,2.66300366300366,1,1,1.5,13.7234042553191,NA,1.11538461538462,1.76573426573427,1.32142857142857,75.1428571428571,75.2,"M","West Midlands Region","A Level or Equivalent","60-70%","0-35",0,90,"N","Pass",-34,NA,-34,NA +"1561",692612,4.54545454545455,3,3.12863070539419,2,4.23270440251572,1.57142857142857,1.5,6.15508021390374,2.37931034482759,1.3125,1.06666666666667,7.65972222222222,NA,1.41666666666667,1.56923076923077,1.17647058823529,99.2857142857143,94,"M","London Region","A Level or Equivalent","10-20","35-55",0,90,"N","Pass",-30,NA,-30,NA +"1562",692632,NA,NA,2.64179104477612,NA,5.07692307692308,1,2,8.43333333333333,1,NA,NA,1.5,NA,2.875,1.70731707317073,1.5,NA,72,"M","South Region","A Level or Equivalent","10-20","0-35",0,60,"N","Fail",-32,NA,-32,NA +"1563",692893,5,NA,3.25,NA,2.74603174603175,1,NA,5.90094339622642,NA,1,NA,15.6964285714286,NA,1.44444444444444,1.5,1.18181818181818,60.4285714285714,72.6,"M","East Anglian Region","Lower Than A Level","50-60%","0-35",0,60,"N","Pass",-31,NA,-31,NA +"1564",692946,NA,NA,2.3,NA,2.58333333333333,1,2,3.51515151515152,NA,NA,NA,NA,NA,1.42857142857143,1.8125,NA,NA,41.6666666666667,"M","South East Region","Lower Than A Level","70-80%","0-35",0,60,"N","Fail",-32,NA,-32,NA +"1565",692962,2.75,NA,3.19,3,4.1039603960396,1.5,2,5.01302931596091,3.59375,1.25,1.3,9.42574257425743,NA,1.15384615384615,1.80808080808081,1.21739130434783,84.7142857142857,81.8,"M","West Midlands Region","HE Qualification","90-100%","0-35",0,60,"N","Pass",-31,NA,-31,NA +"1566",692968,NA,NA,1.98360655737705,NA,6.30882352941176,1.33333333333333,1,4.23834196891192,1.92307692307692,1,1,9.04166666666667,NA,1.48148148148148,1.91666666666667,1.75,78.7142857142857,79.8,"M","East Anglian Region","A Level or Equivalent","90-100%","0-35",0,60,"N","Pass",-23,NA,-23,NA +"1567",693160,1,NA,2.71428571428571,NA,2.58,1.5,1,5.88333333333333,2.14285714285714,NA,1.5,12.5909090909091,NA,1.13333333333333,1.47787610619469,1.25,76,72.25,"M","Yorkshire Region","Lower Than A Level","80-90%","0-35",0,60,"N","Pass",-28,NA,-28,NA +"1568",693162,3.36363636363636,1.5,3.04694835680751,NA,6.03571428571429,2,2,6.63523573200993,3.55555555555556,1.41176470588235,1.13157894736842,5.86290322580645,NA,1.71111111111111,2.10416666666667,1.29545454545455,84.5714285714286,93.4,"M","Wales","A Level or Equivalent","40-50%","35-55",0,60,"N","Distinction",-18,NA,-18,NA +"1569",693197,NA,NA,2.72,1,4.40909090909091,1.33333333333333,NA,5.65,9,1,NA,12.8235294117647,NA,1.09090909090909,1.7,1.14285714285714,74.7142857142857,78.4,"M","North Western Region","A Level or Equivalent","10-20","0-35",0,120,"Y","Pass",-25,NA,-25,NA +"1570",693236,NA,2,2,NA,2.94964028776978,1.5,2,6.83986928104575,4.25,1,1.5,14.1111111111111,NA,1.15384615384615,1.58288770053476,1.1304347826087,71.5714285714286,70.8,"M","North Region","HE Qualification","","0-35",0,120,"N","Pass",-23,NA,-23,NA +"1571",693345,NA,1,3.54430379746835,NA,6.34042553191489,1.4,NA,10.2606382978723,1.75,1,1.5,9.88888888888889,NA,1.20689655172414,2.09489051094891,1.65217391304348,75.4285714285714,91.4,"F","Ireland","HE Qualification","","0-35",0,150,"N","Pass",-16,NA,-16,NA +"1572",693373,NA,NA,1.62790697674419,NA,3.33064516129032,1,NA,8.06842105263158,2.33333333333333,1.5,NA,9.47777777777778,NA,1,1.33571428571429,1.52173913043478,86.7142857142857,89.4,"M","Ireland","A Level or Equivalent","90-100%","0-35",0,60,"N","Distinction",-23,NA,-23,NA +"1573",693497,NA,NA,4.58333333333333,NA,4.92380952380952,1.4,1.625,5.03030303030303,3.28571428571429,1,1,14.1157894736842,NA,1.48936170212766,1.81675392670157,1.27586206896552,78.5714285714286,77.6,"M","South Region","HE Qualification","80-90%","0-35",0,60,"N","Pass",-16,NA,-16,NA +"1574",693519,NA,NA,3.48,NA,2.97959183673469,1,NA,3.26666666666667,NA,1.5,NA,12.3396226415094,NA,1.0625,1.90123456790123,1.5,65.5714285714286,54.6,"M","North Region","HE Qualification","","0-35",0,90,"N","Pass",-23,NA,-23,NA +"1575",693573,NA,NA,3.59090909090909,NA,4.26086956521739,1,NA,8.3,2,1,1.5,9.6,NA,1,1.81632653061224,1,91.5,86,"M","Yorkshire Region","Lower Than A Level","30-40%","0-35",0,60,"N","Withdrawn",-30,12,-30,12 +"1576",693628,6,1,3.16494845360825,2.85714285714286,3.59183673469388,1.16666666666667,4.2,7.54424778761062,2.7,1,1.4,12.5531914893617,NA,1.30232558139535,1.68681318681319,1.42857142857143,74.5714285714286,74,"M","East Anglian Region","A Level or Equivalent","50-60%","35-55",0,120,"N","Pass",-28,NA,-28,NA +"1577",693764,NA,NA,3.8125,NA,2.75,1,NA,2.36585365853659,NA,NA,1,13.452380952381,NA,1.15384615384615,1.92452830188679,1.2,84.2857142857143,68.25,"M","North Region","Lower Than A Level","20-30%","35-55",0,120,"N","Pass",-28,NA,-28,NA +"1578",693806,NA,NA,3.43731778425656,NA,5.05921052631579,2,1.19512195121951,5.7574931880109,2,1.2,1.125,13.3306451612903,NA,1.10294117647059,2.03980099502488,1.32142857142857,95,96,"F","London Region","Lower Than A Level","30-40%","0-35",0,180,"N","Distinction",-13,NA,-13,NA +"1579",693812,NA,NA,2.18181818181818,NA,9.38461538461539,1,2,3.55,1,1,NA,1.66666666666667,NA,1.25,2.6,2.16666666666667,NA,94,"M","Yorkshire Region","No Formal quals","0-10%","0-35",0,240,"N","Withdrawn",-29,12,-29,12 +"1580",693873,NA,NA,3.46987951807229,NA,4.43859649122807,1.5,1,4.05882352941176,4.6,1,1.5,9.38095238095238,NA,1.05882352941176,1.37931034482759,1.45454545454545,91.3333333333333,85.8,"M","South West Region","HE Qualification","20-30%","0-35",0,180,"N","Fail",-15,NA,-15,NA +"1581",693903,2,NA,2.30120481927711,NA,3.02542372881356,1,1,4.05882352941176,NA,1.47058823529412,NA,7.33766233766234,NA,1.1304347826087,1.41791044776119,1.23076923076923,91,84.4,"M","South East Region","A Level or Equivalent","70-80%","0-35",0,60,"N","Distinction",-29,NA,-29,NA +"1582",693906,NA,NA,2.04545454545455,NA,2.97916666666667,1,1.66666666666667,5.33333333333333,2.85714285714286,1,1.5,8.46666666666667,NA,1.11111111111111,1.69230769230769,1.5,79,87,"M","Scotland","A Level or Equivalent","70-80%","35-55",0,60,"N","Withdrawn",-23,101,-23,101 +"1583",693907,1.5,1.5,2.51239669421488,NA,3.58992805755396,1,1,5.846875,3.55555555555556,1,1.33333333333333,6.12389380530973,NA,1.31578947368421,1.73846153846154,1.29166666666667,76.7142857142857,80.4,"F","North Western Region","Lower Than A Level","0-10%","35-55",0,180,"N","Pass",-23,NA,-23,NA +"1584",694128,1,1,2.23711340206186,NA,3.23913043478261,1,1.55555555555556,6.77639751552795,1.5,1,NA,9.48148148148148,NA,1.22727272727273,1.51351351351351,1.14285714285714,89,85,"M","North Region","Lower Than A Level","","0-35",0,90,"N","Pass",-22,NA,-22,NA +"1585",694144,2.25,1,2.8641975308642,NA,3.33766233766234,1,NA,2.48858447488584,1.9,1.07142857142857,1.17857142857143,9.18390804597701,NA,1.02325581395349,1.50549450549451,1.15151515151515,91.4285714285714,85.8,"M","North Region","A Level or Equivalent","","35-55",0,60,"N","Distinction",-28,NA,-28,NA +"1586",694221,NA,NA,2.65909090909091,NA,3.63461538461538,1,NA,2.98809523809524,1,1,1,16.7058823529412,NA,1.06666666666667,1.39759036144578,1,66,50.8,"M","Scotland","Lower Than A Level","40-50%","0-35",0,60,"N","Fail",-28,NA,-28,NA +"1587",694284,NA,NA,2.91304347826087,NA,4.44736842105263,1.5,1,4.53424657534247,2.57142857142857,NA,1.83333333333333,17.2142857142857,NA,1.29411764705882,1.5,1.57142857142857,88,80,"F","West Midlands Region","Lower Than A Level","80-90%","0-35",0,120,"Y","Withdrawn",-25,166,-25,166 +"1588",694376,NA,NA,2.96774193548387,NA,5.05263157894737,1.25,2,4.96969696969697,1.57142857142857,1,NA,10.2857142857143,NA,1.375,1.41463414634146,1,72,94,"M","South West Region","A Level or Equivalent","80-90%","0-35",0,90,"N","Fail",-28,NA,-28,NA +"1589",694428,3.33333333333333,NA,3.77777777777778,NA,4.82857142857143,2,NA,5.91011235955056,2.22222222222222,1,1.18181818181818,11.379746835443,NA,1.07142857142857,1.97752808988764,1,78.7142857142857,65.8,"M","South East Region","A Level or Equivalent","50-60%","0-35",0,60,"N","Pass",-25,NA,-25,NA +"1590",694456,NA,1,3.44,NA,3.37837837837838,2.25,1,4.01315789473684,NA,2,1.5,13.4406779661017,NA,1.91666666666667,1.91,1.125,76.7142857142857,78.5,"M","South Region","HE Qualification","70-80%","0-35",0,60,"N","Pass",-25,NA,-25,NA +"1591",694622,NA,NA,2.26149425287356,NA,3.51086956521739,1.33333333333333,1.66666666666667,4.57857142857143,2.09090909090909,1,1.2,7.79310344827586,NA,1.46153846153846,1.67826086956522,1.21951219512195,76.8571428571429,69,"M","South East Region","A Level or Equivalent","10-20","0-35",0,60,"Y","Pass",-25,NA,-25,NA +"1592",694716,1,2,4.53571428571429,3,3.09166666666667,1.42857142857143,NA,5.29378531073446,1,1,1,13.1168831168831,NA,1.22222222222222,1.9906976744186,1.54545454545455,95.2857142857143,86,"M","Ireland","HE Qualification","90-100%","0-35",0,90,"N","Pass",-23,NA,-23,NA +"1593",694827,3.75,NA,2.10810810810811,NA,2.79012345679012,1,1,4.26993865030675,3.2,1,1.25,9.50574712643678,NA,1.28260869565217,1.36774193548387,1.21428571428571,77,70.4,"M","North Region","HE Qualification","","0-35",0,60,"N","Pass",-9,NA,-9,NA +"1594",694836,NA,NA,2.73228346456693,NA,3.17567567567568,1,1.38888888888889,3.96666666666667,1,1,1,16.7708333333333,NA,1.52941176470588,1.94838709677419,1.36363636363636,58.2857142857143,62,"F","East Midlands Region","A Level or Equivalent","0-10%","0-35",0,60,"N","Pass",-14,NA,-14,NA +"1595",694848,NA,1,3.07627118644068,NA,4.83636363636364,1,2.14285714285714,7.59358288770053,3,1.14285714285714,1.5,10.984375,NA,1.8125,1.67032967032967,1.05882352941176,94.7142857142857,94.8,"M","East Midlands Region","A Level or Equivalent","90-100%","35-55",0,120,"N","Distinction",-15,NA,-15,NA +"1596",695090,NA,NA,3,NA,3.31818181818182,1.25,NA,4.47435897435897,1,1,1,17.075,NA,1.15384615384615,1.96330275229358,1.25,70.7142857142857,64.2,"M","West Midlands Region","Lower Than A Level","20-30%","0-35",0,120,"N","Pass",-23,NA,-23,NA +"1597",695169,2,1,3.30769230769231,NA,4.16666666666667,1.33333333333333,NA,6.38502673796791,3.58333333333333,NA,NA,29.027027027027,NA,1.55555555555556,1.76190476190476,1.08333333333333,95,85,"M","West Midlands Region","A Level or Equivalent","80-90%","0-35",0,120,"N","Pass",-14,NA,-14,NA +"1598",695220,NA,NA,2.8,NA,3.1875,1,1,3.71428571428571,2,1,NA,12,NA,2.3,1.17647058823529,1,NA,66,"M","North Region","Lower Than A Level","","35-55",0,180,"Y","Withdrawn",-7,79,-7,79 +"1599",695250,NA,NA,3.12173913043478,NA,4.44444444444444,1,1,5.44827586206897,5.25,1.5,1.5,9.875,NA,1.125,1.5531914893617,1.16666666666667,86,91,"M","North Region","A Level or Equivalent","10-20","35-55",0,120,"N","Withdrawn",-23,100,-23,100 +"1600",695251,NA,NA,3.68292682926829,NA,4.60869565217391,1,1.5,4.1025641025641,3.16666666666667,1,NA,9.6,NA,1.5,2.1219512195122,1,NA,92,"M","Ireland","HE Qualification","","0-35",0,60,"N","Withdrawn",-15,103,-15,103 +"1601",695369,NA,NA,1.97727272727273,NA,4.23529411764706,2,1,2,1,NA,NA,2,NA,1.55555555555556,1.58730158730159,1.18181818181818,NA,68,"F","North Western Region","Lower Than A Level","0-10%","0-35",0,120,"N","Withdrawn",-21,158,-21,158 +"1602",695471,2,NA,5.45,NA,3.578125,1.66666666666667,1,4.81884057971014,3.5,NA,1.16666666666667,14.4901960784314,NA,1.0952380952381,1.85606060606061,1.06666666666667,82,78.8,"M","South Region","Lower Than A Level","80-90%","0-35",0,60,"N","Pass",-20,NA,-20,NA +"1603",695485,NA,NA,4.32727272727273,NA,4.63414634146341,1.14285714285714,3.16666666666667,7.08333333333333,1.5,2,2,12.8666666666667,NA,1.09090909090909,1.6283185840708,1.33333333333333,75,76.4,"M","South Region","Lower Than A Level","90-100%","35-55",0,60,"Y","Pass",-15,NA,-15,NA +"1604",695550,NA,NA,2.8,NA,3.14285714285714,1.5,NA,6.46666666666667,3.71428571428571,1,1.5,1.16666666666667,NA,1.14285714285714,1.73469387755102,1,NA,92,"M","London Region","A Level or Equivalent","70-80%","0-35",0,90,"N","Fail",-15,NA,-15,NA +"1605",695637,1.25,1,2.03097345132743,NA,4.06451612903226,1.55555555555556,NA,5.34705882352941,1.875,1,1.22222222222222,7.10666666666667,NA,1,1.47120418848168,1.2258064516129,94.5714285714286,88.4,"M","North Region","A Level or Equivalent","","35-55",0,120,"N","Distinction",-22,NA,-22,NA +"1606",695676,NA,NA,2.625,NA,6.53846153846154,2.33333333333333,1,5.02857142857143,2,1,NA,2,NA,1.33333333333333,2.46428571428571,1,NA,86,"M","London Region","Lower Than A Level","50-60%","0-35",0,120,"N","Withdrawn",-23,50,-23,50 +"1607",695700,NA,NA,2.67647058823529,NA,3.10204081632653,1,1,5.28571428571429,2.66666666666667,1,1,6.85714285714286,NA,1.45454545454545,1.47761194029851,1.75,NA,71,"M","South West Region","A Level or Equivalent","70-80%","0-35",0,150,"N","Fail",-9,NA,-9,NA +"1608",695729,2.58333333333333,1,4.46115288220551,1.5,6.89349112426035,3.125,3.4047619047619,5.37190082644628,4.2258064516129,1.52631578947368,1.35135135135135,10.4942528735632,NA,1.42056074766355,2.19543147208122,1.34838709677419,73.5714285714286,58.2,"M","London Region","Lower Than A Level","0-10%","35-55",0,60,"N","Pass",-20,NA,-20,NA +"1609",695748,NA,NA,2.7843137254902,4,2.89795918367347,1.66666666666667,NA,7,3.5,1,1.5,1,NA,1.14285714285714,1.74390243902439,1.5,NA,84,"M","London Region","A Level or Equivalent","0-10%","0-35",0,120,"N","Withdrawn",-23,12,-23,12 +"1610",695803,7,2,2.40740740740741,NA,4.74603174603175,1,2.5,4.67796610169492,4.30769230769231,1.33333333333333,1.5,9.52830188679245,NA,1.46428571428571,1.51838235294118,1.13793103448276,84.2857142857143,89.2,"M","South Region","HE Qualification","90-100%","35-55",0,60,"N","Pass",-22,NA,-22,NA +"1611",695825,NA,NA,2.54961832061069,NA,3.59821428571429,2.33333333333333,2,6.15942028985507,2.83333333333333,1,1.25,5.53260869565217,NA,1.23529411764706,1.69166666666667,1.2,82,62.5,"M","North Region","Lower Than A Level","60-70%","0-35",0,60,"N","Withdrawn",-22,159,-22,159 +"1612",695869,4,2,2.0974358974359,NA,3.36931818181818,3,1.52941176470588,6.78614457831325,3.16666666666667,1.58333333333333,1.10714285714286,7.06451612903226,NA,1.15151515151515,1.66820276497696,1.54545454545455,87.4285714285714,83.4,"M","South Region","A Level or Equivalent","90-100%","35-55",0,60,"N","Pass",-15,NA,-15,NA +"1613",695879,NA,NA,1.4,NA,2.54545454545455,1.5,NA,4,NA,NA,NA,6.66666666666667,NA,1.66666666666667,1.45833333333333,1,NA,48,"F","East Anglian Region","A Level or Equivalent","30-40%","0-35",0,120,"N","Withdrawn",-22,12,-22,12 +"1614",695926,NA,NA,3.8135593220339,NA,3.45833333333333,1.66666666666667,1,4.52631578947368,4.375,1,1.5,10.1538461538462,NA,1.2962962962963,1.56,1.0625,85,61,"M","South West Region","Lower Than A Level","30-40%","0-35",0,120,"N","Fail",-18,NA,-18,NA +"1615",695964,NA,NA,NA,NA,6.85714285714286,1,NA,6.45454545454545,NA,NA,NA,1.33333333333333,NA,NA,2,NA,NA,50,"M","East Anglian Region","Lower Than A Level","40-50%","0-35",0,120,"N","Withdrawn",-23,12,-23,12 +"1616",696039,NA,NA,2.77777777777778,NA,3.57142857142857,1.2,NA,9.47222222222222,NA,1,NA,10.1016949152542,NA,2.41176470588235,1.82795698924731,1.10526315789474,63.4,47.8,"M","North Western Region","A Level or Equivalent","60-70%","0-35",0,60,"N","Fail",-9,NA,-9,NA +"1617",696043,NA,NA,2.67741935483871,NA,3.87735849056604,1,2.4,2.07692307692308,NA,1.25,NA,15.1346153846154,NA,1.04166666666667,1.72108843537415,1.09090909090909,90.7142857142857,88,"F","South East Region","Lower Than A Level","60-70%","0-35",0,120,"Y","Distinction",-17,NA,-17,NA +"1618",696071,NA,NA,3.36190476190476,NA,5.57446808510638,1.83333333333333,1,5.61971830985915,2,1,1.5,11.7727272727273,NA,1.4390243902439,1.64285714285714,1.2,58,71,"F","South West Region","Lower Than A Level","30-40%","0-35",0,90,"Y","Withdrawn",-23,66,-23,66 +"1619",696082,1.66666666666667,NA,2.51351351351351,NA,2.0379746835443,1.5,NA,6.06796116504854,2.85714285714286,1,1.33333333333333,8.04285714285714,NA,1.14285714285714,1.44202898550725,1,87.7142857142857,91,"M","South Region","A Level or Equivalent","","0-35",0,60,"N","Pass",-22,NA,-22,NA +"1620",696188,NA,NA,3.57142857142857,NA,3.88095238095238,1.6,NA,8.01418439716312,1,1,NA,11.8222222222222,NA,1.23529411764706,1.63636363636364,1.53333333333333,81,71.4,"M","North Region","Lower Than A Level","","0-35",0,120,"N","Pass",-13,NA,-13,NA +"1621",696275,3.27272727272727,1,2.28289473684211,NA,5.58285714285714,1.5,1,7.7681660899654,2.58823529411765,1.2,1.26666666666667,7.50675675675676,NA,1.32432432432432,1.96208530805687,1.7037037037037,88.2857142857143,88.6,"M","Ireland","Lower Than A Level","","35-55",0,60,"N","Distinction",-23,NA,-23,NA +"1622",696318,5.28571428571429,NA,2.10236220472441,NA,3.19354838709677,1.33333333333333,9,5.46073298429319,2.16666666666667,NA,1,14.6734693877551,NA,1.10344827586207,1.35238095238095,1.33333333333333,76.2857142857143,86.8,"M","South Region","A Level or Equivalent","70-80%","0-35",0,90,"N","Distinction",-21,NA,-21,NA +"1623",696329,3.33333333333333,NA,2.33201581027668,NA,4.97633136094675,1.33333333333333,1.33333333333333,6.52631578947368,2.41666666666667,1.75,1.22222222222222,17.396694214876,NA,1.1,1.63720930232558,1.20689655172414,98.1428571428571,90.8,"M","Ireland","A Level or Equivalent","90-100%","0-35",0,120,"N","Distinction",-23,NA,-23,NA +"1624",696347,7.42857142857143,NA,3.03378378378378,NA,3.87591240875912,1.33333333333333,1.42424242424242,5.96033994334278,2.66666666666667,1,1.6,26.2020202020202,NA,1.5,1.63636363636364,1.34615384615385,89.5714285714286,82.6,"F","South East Region","Lower Than A Level","50-60%","0-35",0,60,"N","Pass",-21,NA,-21,NA +"1625",696364,NA,NA,1.98780487804878,NA,3.69148936170213,1.5,1.14285714285714,4.4954128440367,2.22222222222222,1.5,2,13.9591836734694,NA,1.46428571428571,1.83760683760684,1.375,67.8571428571429,79.2,"M","Ireland","A Level or Equivalent","20-30%","0-35",0,60,"N","Pass",-21,NA,-21,NA +"1626",696410,NA,NA,2.66666666666667,NA,5.30769230769231,1,1,4.66666666666667,NA,NA,NA,1,NA,1.30769230769231,2.07407407407407,1.15789473684211,NA,94,"M","London Region","Lower Than A Level","50-60%","35-55",0,120,"N","Withdrawn",-16,12,-16,12 +"1627",696456,NA,NA,1,NA,3.38461538461538,1,1,4.21428571428571,NA,2,NA,NA,NA,1.66666666666667,1.875,NA,NA,46,"M","Scotland","A Level or Equivalent","10-20","0-35",0,60,"N","Fail",-22,NA,-22,NA +"1628",696583,NA,NA,2.94117647058824,NA,3.27906976744186,1,2,4.3394495412844,2.14285714285714,1,NA,15.6304347826087,NA,1.23809523809524,2.10112359550562,1.4,79.1428571428571,81.5,"M","South East Region","A Level or Equivalent","60-70%","0-35",0,60,"Y","Fail",-22,NA,-22,NA +"1629",696615,NA,NA,6.125,NA,5.63636363636364,1,NA,4.19047619047619,17,NA,NA,11.6666666666667,NA,1.5,2.08695652173913,1,87,65,"M","South Region","A Level or Equivalent","70-80%","0-35",0,60,"N","Fail",-21,NA,-21,NA +"1630",696653,NA,NA,4.45454545454545,NA,3.48571428571429,1,NA,7,1,1,NA,1,NA,2.57142857142857,1.95714285714286,1,NA,68.3333333333333,"M","London Region","A Level or Equivalent","90-100%","0-35",0,90,"N","Fail",-22,NA,-22,NA +"1631",696659,NA,NA,1.875,NA,2.94827586206897,1.33333333333333,NA,3.85333333333333,NA,1,NA,19.8888888888889,NA,1.57142857142857,1.61627906976744,1.14285714285714,77.1428571428571,63.4,"F","North Western Region","A Level or Equivalent","40-50%","0-35",0,120,"N","Pass",-15,NA,-15,NA +"1632",696662,2.72727272727273,1,2.86035313001605,NA,8.81566820276498,1.33333333333333,1.15789473684211,6.15566037735849,3.23529411764706,1.11111111111111,1.08333333333333,9.82845188284519,NA,1.12121212121212,1.84905660377358,1.35714285714286,93.2857142857143,88.2,"F","South West Region","A Level or Equivalent","60-70%","0-35",0,120,"N","Distinction",-22,NA,-22,NA +"1633",696666,NA,NA,2.22727272727273,NA,3.08333333333333,1.33333333333333,NA,2.38181818181818,NA,1,NA,15.0243902439024,NA,1,1.45,1.42857142857143,67,44.6,"M","North Western Region","A Level or Equivalent","0-10%","0-35",0,120,"N","Fail",-22,NA,-22,NA +"1634",696671,NA,NA,2.66129032258065,NA,2.74444444444444,1.2,1.36363636363636,2.92857142857143,1.14285714285714,1,1,12.03125,NA,1.06666666666667,1.38759689922481,1.18181818181818,71.5714285714286,78,"F","London Region","A Level or Equivalent","0-10%","0-35",0,120,"N","Pass",-22,NA,-22,NA +"1635",696672,NA,NA,1.14285714285714,NA,2.81395348837209,2,NA,3.17241379310345,NA,NA,NA,10.8372093023256,NA,1.1,1.52459016393443,2.25,85.4285714285714,52,"M","South East Region","A Level or Equivalent","90-100%","0-35",0,120,"N","Pass",-22,NA,-22,NA +"1636",696674,NA,NA,4.38775510204082,NA,2.59677419354839,1,NA,6.97647058823529,1,1,2,15.7619047619048,NA,1.81818181818182,1.64835164835165,1,67.4285714285714,70.25,"M","London Region","A Level or Equivalent","90-100%","0-35",0,120,"N","Pass",-22,NA,-22,NA +"1637",696678,NA,NA,2.36885245901639,NA,4.29166666666667,1.66666666666667,1,4.15294117647059,2.5,1,NA,15.7567567567568,NA,1.6,2.10606060606061,1.53571428571429,79.1428571428571,81.8,"F","North Western Region","A Level or Equivalent","80-90%","0-35",0,120,"N","Pass",-21,NA,-21,NA +"1638",696729,7.66666666666667,1,1.7888198757764,NA,2.54255319148936,1.44444444444444,NA,7.11733333333333,2.38888888888889,1,1.2,10.340206185567,NA,1.21052631578947,1.45289855072464,1.41666666666667,72.4285714285714,69.4,"M","North Western Region","A Level or Equivalent","30-40%","0-35",0,60,"N","Pass",-17,NA,-17,NA +"1639",697027,NA,NA,3.4,NA,3.65656565656566,1.6,2.66666666666667,3.60283687943262,2.35294117647059,1.25,1.42857142857143,9.5875,NA,1.55072463768116,1.56375838926175,1.08,72.5,81.3333333333333,"M","South West Region","Lower Than A Level","30-40%","0-35",0,120,"N","Fail",-20,NA,-20,NA +"1640",697042,NA,NA,3.10526315789474,2,5.48717948717949,1.4,2.14285714285714,5.63636363636364,2.15,1,NA,10.0384615384615,NA,1.36842105263158,1.95744680851064,1.36842105263158,86.5,62,"M","North Western Region","Lower Than A Level","20-30%","0-35",0,180,"N","Withdrawn",-1,69,-1,69 +"1641",697114,5,NA,2.46153846153846,NA,4.39285714285714,1,NA,4.02083333333333,5,NA,NA,13.8648648648649,NA,1.07142857142857,1.60869565217391,2.125,80.8571428571429,82.6,"M","West Midlands Region","A Level or Equivalent","10-20","0-35",0,60,"N","Pass",-18,NA,-18,NA +"1642",697160,NA,NA,3.86666666666667,NA,3.09090909090909,1,NA,2.07142857142857,1,1,2,1,NA,1.16666666666667,1.3125,NA,NA,56,"M","South Region","Lower Than A Level","40-50%","0-35",0,90,"N","Fail",-18,NA,-18,NA +"1643",697192,NA,NA,3.78571428571429,NA,3.5,1,2,3.77777777777778,5,1,NA,3.71428571428571,NA,1.66666666666667,1.42857142857143,1,NA,90,"M","Yorkshire Region","Lower Than A Level","0-10%","0-35",0,150,"N","Withdrawn",-16,12,-16,12 +"1644",697255,1.33333333333333,1,2.39506172839506,NA,5.07368421052632,2.2,2,6.91222570532915,2.64285714285714,1.4,NA,10.8444444444444,NA,1.24324324324324,2.07003891050584,1.15217391304348,87.1428571428571,86.6,"M","Scotland","Lower Than A Level","70-80%","35-55",0,60,"N","Pass",-16,NA,-16,NA +"1645",697299,NA,NA,3.61538461538462,NA,4.55555555555556,1,1.33333333333333,1.5,NA,NA,NA,6.5,NA,1.09756097560976,1.17647058823529,1,NA,84,"M","East Anglian Region","A Level or Equivalent","70-80%","0-35",0,60,"N","Withdrawn",-15,12,-15,12 +"1646",697438,NA,NA,2.90322580645161,NA,2.64,1.75,2,5.94886363636364,2.33333333333333,1,1.5,8.22033898305085,NA,1.4375,1.81578947368421,1.27272727272727,90.75,78,"M","North Western Region","Lower Than A Level","10-20","0-35",0,60,"Y","Withdrawn",-9,199,-9,199 +"1647",697478,NA,1,2.23880597014925,NA,3.96052631578947,1.8,NA,4.29752066115702,1.5,1,1.5,13.8,NA,1.3,1.67857142857143,1.15384615384615,71.8571428571429,76,"M","West Midlands Region","Lower Than A Level","20-30%","0-35",0,60,"Y","Pass",-16,NA,-16,NA +"1648",697665,NA,NA,1.28571428571429,NA,1.77777777777778,NA,NA,2.08333333333333,1,NA,NA,1,NA,1,1.66666666666667,1,NA,46,"M","North Western Region","Lower Than A Level","90-100%","0-35",0,90,"N","Withdrawn",-16,54,-16,54 +"1649",697878,NA,NA,4.15469613259669,2,6.84375,1.5,1.66666666666667,8.25101214574899,3.25,NA,1,11.1851851851852,NA,1.63636363636364,1.98222222222222,1.4,86.5714285714286,83.6,"M","South Region","Lower Than A Level","50-60%","0-35",0,60,"N","Pass",-15,NA,-15,NA +"1650",697998,2.75,1,3.23529411764706,NA,3.59756097560976,1,NA,4.85064935064935,4.33333333333333,1,1,12.7543859649123,NA,1.32,1.52083333333333,1.3125,85.2857142857143,72.8,"M","East Anglian Region","Lower Than A Level","90-100%","35-55",0,120,"N","Pass",-14,NA,-14,NA +"1651",698015,NA,NA,1.42857142857143,NA,3.52380952380952,1,2.5,3.37755102040816,NA,1,1,17.5238095238095,NA,1.05882352941176,1.47126436781609,1.25,81.4285714285714,75.2,"M","Yorkshire Region","A Level or Equivalent","0-10%","0-35",0,60,"N","Pass",-16,NA,-16,NA +"1652",698020,NA,NA,4.42307692307692,NA,7.33333333333333,1.33333333333333,NA,2.84615384615385,2.66666666666667,1.66666666666667,NA,2,NA,1.46666666666667,3.11764705882353,1.2,NA,8,"F","London Region","Lower Than A Level","20-30%","0-35",0,60,"N","Withdrawn",-15,52,-15,52 +"1653",698112,NA,NA,1.58823529411765,NA,2.25,1,NA,5.4,NA,1,NA,NA,NA,1.25,1.22222222222222,NA,NA,78,"M","South West Region","A Level or Equivalent","70-80%","0-35",0,120,"N","Withdrawn",-15,12,-15,12 +"1654",698193,NA,NA,1.55,NA,2.52631578947368,1,1,3.08823529411765,NA,NA,NA,4.66666666666667,NA,1.05128205128205,1.57692307692308,1,NA,60,"M","North Western Region","Lower Than A Level","20-30%","0-35",0,90,"N","Fail",-15,NA,-15,NA +"1655",698278,NA,2,3.14285714285714,NA,4.15,1,1.4,5.50574712643678,2.1,1.16666666666667,1.5,11,NA,1.23529411764706,1.90625,1.06896551724138,84,54,"F","East Midlands Region","A Level or Equivalent","30-40%","0-35",0,150,"N","Withdrawn",-14,11,-14,11 +"1656",698384,NA,NA,4.01005025125628,NA,5.3006993006993,1.6,1.71428571428571,6.86100386100386,3,1,1.33333333333333,9.12048192771084,NA,1.83333333333333,1.99390243902439,1.32,80.8571428571429,79,"M","Scotland","Lower Than A Level","70-80%","0-35",0,60,"N","Pass",-10,NA,-10,NA +"1657",698407,NA,NA,2.7,NA,2.75,NA,NA,3.53333333333333,NA,NA,NA,1,NA,1,1.46153846153846,NA,NA,56,"M","West Midlands Region","A Level or Equivalent","60-70%","0-35",0,60,"N","Fail",-14,NA,-14,NA +"1658",698485,NA,NA,2.15094339622642,NA,2.83606557377049,1,1,11.1374045801527,1.16666666666667,1,1,11.3947368421053,NA,1.06666666666667,1.34313725490196,1.125,75.1428571428571,88.6,"M","South Region","A Level or Equivalent","40-50%","0-35",0,90,"Y","Pass",-14,NA,-14,NA +"1659",698656,NA,NA,2.66666666666667,1,3.41176470588235,1.16666666666667,3,5.20858895705521,NA,1,NA,17.1346153846154,NA,4.09523809523809,1.68390804597701,1.3125,81.5714285714286,71.4,"F","North Western Region","A Level or Equivalent","70-80%","0-35",0,120,"N","Pass",-14,NA,-14,NA +"1660",698762,NA,NA,6.13333333333333,NA,5.58823529411765,1.14285714285714,NA,5.40909090909091,4,2,NA,1.75,NA,1.42857142857143,2,1.07692307692308,NA,72,"F","London Region","A Level or Equivalent","70-80%","35-55",0,120,"N","Withdrawn",-13,74,-13,74 +"1661",699126,NA,NA,2.69230769230769,NA,3.92592592592593,1,1,3.48214285714286,NA,1,NA,13.5952380952381,NA,1.07142857142857,2.10416666666667,2,73.2857142857143,72.5,"M","South Region","Lower Than A Level","40-50%","0-35",0,90,"N","Pass",-10,NA,-10,NA +"1662",699127,NA,NA,6.21428571428571,NA,5.76190476190476,1,2,6.25862068965517,NA,1,NA,17.7837837837838,NA,1.95,2.6,2.5,57.5714285714286,66.2,"M","London Region","Lower Than A Level","80-90%","0-35",0,90,"N","Fail",-10,NA,-10,NA +"1663",699128,NA,NA,3.37349397590361,NA,4.14516129032258,1.5,2.33333333333333,4.75342465753425,NA,NA,NA,18.1224489795918,NA,1.48888888888889,1.75,1.53333333333333,69.5714285714286,74.2,"M","East Anglian Region","A Level or Equivalent","50-60%","0-35",0,90,"N","Pass",-10,NA,-10,NA +"1664",836614,NA,NA,2.4375,NA,4.51851851851852,2,NA,10.5131578947368,2.78571428571429,NA,2.5,6.04166666666667,NA,1.61538461538462,2.51923076923077,1,89,62,"M","South Region","HE Qualification","90-100%","55<=",0,60,"N","Fail",-22,NA,-22,NA +"1665",884652,NA,NA,5.25,NA,4.94117647058824,1,NA,6.53947368421053,3.45454545454545,NA,2,6.75,NA,2.7,1.94444444444444,1.11111111111111,NA,74,"M","Scotland","A Level or Equivalent","70-80%","35-55",2,120,"Y","Withdrawn",-81,105,-81,105 +"1666",895524,4.22222222222222,1,3.92966002344666,4,7.42322097378277,1.33333333333333,2,4.27409638554217,3.4,1,1.28571428571429,9.04848484848485,NA,1.29545454545455,1.77077363896848,1.6125,96.7142857142857,91.6,"M","South Region","HE Qualification","90-100%","55<=",0,90,"N","Distinction",-44,NA,-44,NA +"1667",1021350,NA,NA,3.87096774193548,NA,2.5,1,1.33333333333333,2.47058823529412,1.4,1.16666666666667,NA,1.4,NA,1.6875,3.45833333333333,1.11111111111111,NA,61.3333333333333,"M","London Region","Lower Than A Level","10-20","55<=",0,90,"N","Fail",-128,NA,-128,NA +"1668",1042726,NA,2,4.86666666666667,NA,8.54054054054054,1.6,1.66666666666667,6.14285714285714,3.6,1,1.42857142857143,16.25,NA,1.46666666666667,2.13829787234043,1.1,80.5714285714286,54,"M","Scotland","A Level or Equivalent","30-40%","35-55",0,60,"N","Fail",-79,NA,-79,NA +"1669",1318759,4,NA,3.58426966292135,NA,3.71604938271605,1.25,NA,10.4587155963303,2.91666666666667,1,1.25,9.67647058823529,NA,1.69444444444444,2.39655172413793,1.64,78.8571428571429,71.4,"M","Scotland","HE Qualification","50-60%","35-55",0,60,"N","Pass",-23,NA,-23,NA +"1670",1348205,3.15384615384615,1.42857142857143,4.46527777777778,NA,5.84177215189873,1.33333333333333,2,10.5305623471883,2.4,1.36363636363636,1.35294117647059,14.801724137931,NA,1.55434782608696,2.39325842696629,1.56666666666667,98.4285714285714,90.2,"M","East Anglian Region","HE Qualification","90-100%","35-55",0,60,"N","Distinction",-51,NA,-51,NA +"1671",1391717,NA,2,3.86274509803922,NA,2.97058823529412,1,NA,6.58389261744966,7,1.16666666666667,1.5,7.91525423728814,NA,1.16666666666667,1.77142857142857,1.53846153846154,93.8571428571429,81.6,"M","Ireland","HE Qualification","0-10%","35-55",0,60,"N","Pass",-36,NA,-36,NA +"1672",1409532,NA,NA,2.38513513513514,NA,5.05172413793103,1.125,1.74074074074074,3.01546391752577,2.22222222222222,1,1.5,1,NA,1.51923076923077,1.57988165680473,1.22727272727273,NA,52.5,"M","West Midlands Region","A Level or Equivalent","50-60%","35-55",0,120,"N","Fail",-135,NA,-135,NA +"1673",1413902,NA,1,2.87425149700599,NA,4.70909090909091,1,1.4,7.58181818181818,2.33333333333333,1.5,1.625,7.56617647058824,NA,1.44444444444444,1.84134615384615,1.05882352941176,70.2857142857143,46.8,"M","Ireland","Lower Than A Level","0-10%","35-55",0,120,"N","Fail",-49,NA,-49,NA +"1674",1424608,NA,NA,5,NA,3,1,NA,4.46666666666667,NA,1,NA,12.75,NA,1.33333333333333,2,1,NA,88,"M","South Region","A Level or Equivalent","90-100%","35-55",0,60,"N","Withdrawn",-41,53,-41,53 +"1675",1448966,NA,NA,2.57575757575758,NA,4.36363636363636,1,NA,8.97014925373134,2.5,NA,NA,11.3157894736842,NA,1,1.92233009708738,1.25,89.5714285714286,77,"M","South West Region","HE Qualification","50-60%","35-55",0,60,"N","Pass",-21,NA,-21,NA +"1676",1450604,2.5,NA,3.61038961038961,NA,4.78571428571429,1.5,2.28571428571429,6.29768786127168,3.59090909090909,1,2,9.38297872340426,NA,1.20454545454545,2.05639097744361,1.47619047619048,83,76.8,"M","North Region","A Level or Equivalent","70-80%","35-55",1,90,"N","Pass",-155,NA,-155,NA +"1677",1473878,2.57142857142857,2.5,2.49333333333333,NA,3.41666666666667,1,1,6.96,1.5,1.11111111111111,1.07142857142857,9.50793650793651,NA,1.04545454545455,1.71264367816092,1.31818181818182,77.2857142857143,66.8,"M","Scotland","HE Qualification","30-40%","35-55",0,120,"Y","Pass",-29,NA,-29,NA +"1678",1477284,NA,NA,3.34745762711864,NA,6.2,1.33333333333333,NA,5.72839506172839,5.44444444444444,1.28571428571429,2,6.1,NA,1.55,1.83478260869565,1.2,NA,86,"M","East Midlands Region","Lower Than A Level","40-50%","35-55",0,120,"N","Withdrawn",-95,123,-95,123 +"1679",1501577,6.66666666666667,NA,3.20588235294118,NA,4.25806451612903,1.25,1,5.21287128712871,4.57142857142857,1.33333333333333,1,11.327868852459,NA,1.47887323943662,1.50993377483444,1.33333333333333,93.7142857142857,91,"M","South West Region","A Level or Equivalent","70-80%","35-55",0,120,"N","Distinction",-79,NA,-79,NA +"1680",1514245,NA,NA,1.56756756756757,NA,3.15625,NA,NA,4.8695652173913,NA,NA,NA,NA,NA,1,1.35,1,83,83,"M","East Midlands Region","Lower Than A Level","0-10%","35-55",1,90,"N","Withdrawn",-50,51,-50,51 +"1681",1532711,NA,NA,2.66666666666667,NA,4,1,3,5.875,NA,1,NA,2,NA,1.125,2.34722222222222,1,NA,79,"M","London Region","A Level or Equivalent","10-20","35-55",0,90,"Y","Withdrawn",-95,134,-95,134 +"1682",1585671,3.2,1.5,2.84574468085106,10.375,3.17924528301887,1.2,1.2,5.25507246376812,2.20689655172414,1.23076923076923,1.08571428571429,6.66480446927374,NA,1.27906976744186,1.53658536585366,1.2,91.5714285714286,95,"F","London Region","Lower Than A Level","10-20","35-55",0,60,"N","Pass",-21,NA,-21,NA +"1683",1588621,NA,NA,4.75,NA,1.72727272727273,NA,NA,1,NA,NA,NA,NA,NA,NA,1.22222222222222,NA,94.5,75,"M","North Western Region","A Level or Equivalent","0-10%","35-55",1,90,"N","Withdrawn",-32,148,-32,148 +"1684",1603549,3,1,2.67441860465116,NA,2.57894736842105,1,1.1,6.03791469194313,4.2,1,1,12.6666666666667,NA,1.125,1.46017699115044,1.15789473684211,86,82,"M","London Region","HE Qualification","70-80%","35-55",0,60,"N","Pass",-15,NA,-15,NA +"1685",1631797,3.5,NA,3.65625,NA,4.0625,1,2,5.61870503597122,3.11111111111111,1.5,1.125,9.4,NA,1.17857142857143,2,1.05555555555556,86.25,83,"M","East Midlands Region","Lower Than A Level","70-80%","35-55",0,60,"N","Pass",-101,NA,-101,NA +"1686",1639699,3.42857142857143,2,3.23456790123457,1,3.52040816326531,1.33333333333333,NA,6.22065727699531,5.28571428571429,1.375,1.16666666666667,13.1632653061224,NA,1.23809523809524,1.73913043478261,1.34615384615385,79.1428571428571,79,"M","South West Region","Lower Than A Level","40-50%","35-55",0,60,"N","Pass",-109,NA,-109,NA +"1687",1640680,4,3,2.16666666666667,NA,3.04545454545455,1.25,1,5.78294573643411,1.75,1,1.5,9.03333333333333,NA,1.14285714285714,1.52173913043478,1.16666666666667,79,83.75,"M","South Region","A Level or Equivalent","80-90%","0-35",0,60,"N","Pass",-93,NA,-93,NA +"1688",1658963,NA,NA,2.42857142857143,NA,3.47435897435897,1,1,7.15217391304348,4.6,1,1.5,8.8169014084507,NA,1,2.06923076923077,1.62962962962963,83.2857142857143,73.2,"M","East Anglian Region","A Level or Equivalent","70-80%","35-55",0,150,"N","Pass",-122,NA,-122,NA +"1689",1677677,7.75,1.33333333333333,2.47448979591837,NA,5.20567375886525,2.5,1,7.27184466019417,2.4,1.33333333333333,1.2,10.0128205128205,NA,1.17391304347826,2.23245614035088,1.58139534883721,78.5714285714286,66.5,"F","London Region","Lower Than A Level","40-50%","35-55",0,60,"N","Pass",-28,NA,-28,NA +"1690",1683192,NA,2,1.75,NA,2.47058823529412,NA,NA,9.33333333333333,1,NA,1,1,NA,2,1.79310344827586,1,NA,68,"M","South East Region","A Level or Equivalent","20-30%","35-55",1,60,"Y","Withdrawn",-156,81,-156,81 +"1691",1722493,NA,1,3.45059880239521,1,6.45145631067961,1.4,1.81818181818182,6.0031746031746,2.88888888888889,1.08333333333333,1.22222222222222,8.96899224806202,NA,1.24561403508772,1.56578947368421,1.37623762376238,58.8571428571429,76.4,"F","Scotland","HE Qualification","40-50%","35-55",0,60,"N","Fail",-45,NA,-45,NA +"1692",1733664,NA,NA,6.97380952380952,NA,18.9466666666667,1,NA,7.72611464968153,2.92682926829268,1,1.66666666666667,6.52727272727273,NA,1.8,2.10382513661202,1.1,80,73,"F","London Region","HE Qualification","10-20","35-55",0,60,"N","Fail",-155,NA,-155,NA +"1693",1752994,2.66666666666667,2,3.984375,5,4.58426966292135,1.66666666666667,1.14285714285714,6.05652173913044,4.65217391304348,1.22222222222222,1.38095238095238,6.87654320987654,NA,1.11111111111111,2.21938775510204,1.48837209302326,94,86.25,"M","North Region","A Level or Equivalent","","35-55",0,60,"Y","Pass",-73,NA,-73,NA +"1694",1755594,1,NA,3.67015706806283,NA,3.90395480225989,1.5,2,4.01677852348993,2.53333333333333,1.08333333333333,1.5,6.95161290322581,NA,1.22641509433962,1.65367965367965,1.3,97.2857142857143,91.8,"M","South East Region","Post Graduate Qualification","40-50%","35-55",0,190,"N","Distinction",-144,NA,-144,NA +"1695",1765045,NA,NA,2.84931506849315,NA,2.76923076923077,1,NA,2.18181818181818,NA,NA,NA,3.66666666666667,NA,1.33333333333333,1.38888888888889,1,NA,60,"F","South Region","A Level or Equivalent","10-20","35-55",0,120,"N","Withdrawn",-93,47,-93,47 +"1696",1771775,NA,NA,4.71875,NA,4.18518518518519,1,NA,9.09333333333333,2.4,NA,NA,9.60975609756098,NA,2.06666666666667,1.6875,1,83.3333333333333,71.25,"M","Scotland","HE Qualification","30-40%","35-55",0,60,"N","Pass",-16,NA,-16,NA +"1697",1796402,NA,NA,2.48765432098765,NA,5.18823529411765,2,NA,9.93827160493827,3,1,NA,12.5714285714286,NA,1.71428571428571,2.01290322580645,1.33333333333333,78.4285714285714,75.75,"F","Scotland","A Level or Equivalent","20-30%","35-55",0,60,"N","Pass",-29,NA,-29,NA +"1698",1810759,3,1,2.35593220338983,NA,4.07608695652174,1.2,1,8.01063829787234,1.77777777777778,1.3,1.10344827586207,10.5593220338983,NA,1.94736842105263,1.78523489932886,1.3125,77,81,"M","North Region","HE Qualification","30-40%","0-35",0,60,"N","Pass",-84,NA,-84,NA +"1699",1816458,5.42857142857143,2,2.8169014084507,NA,5.02923976608187,1,1,7.63541666666667,2.04,1.14285714285714,1.16666666666667,20.0111940298507,NA,1.46666666666667,1.90443686006826,1.48148148148148,100,84.2,"M","East Anglian Region","A Level or Equivalent","40-50%","35-55",0,90,"N","Pass",-148,NA,-148,NA +"1700",1817710,4.22222222222222,2,2.96551724137931,25,3.31632653061224,2,NA,5.73114754098361,2.36363636363636,1,1.10344827586207,7.65,NA,1.125,1.64251207729469,1.37142857142857,91.5714285714286,90.4,"M","Scotland","Post Graduate Qualification","70-80%","35-55",0,90,"N","Distinction",-43,NA,-43,NA +"1701",1818385,NA,2,4.54658385093168,NA,3.74137931034483,1.75,3,5.73399014778325,2.85714285714286,1,1.4,12.7818181818182,NA,1.21428571428571,1.91925465838509,1.11111111111111,68,83,"F","Yorkshire Region","Lower Than A Level","30-40%","35-55",1,120,"Y","Pass",-16,NA,-16,NA +"1702",1836241,5.36363636363636,1,2.32238805970149,NA,4.36075949367089,1,1.4,6.51694915254237,2.95652173913043,1.2,1.11111111111111,4.30281690140845,NA,1.25641025641026,1.40974212034384,1.03125,87.8571428571429,83.4,"M","Scotland","A Level or Equivalent","60-70%","35-55",0,60,"N","Pass",-22,NA,-22,NA +"1703",1837138,2.55555555555556,NA,5.08274231678487,NA,12.8588709677419,1.33333333333333,1.28205128205128,5.02724795640327,3,1,1.14285714285714,13.8144329896907,NA,1.08888888888889,1.84210526315789,1.54166666666667,92.2857142857143,95.6,"F","East Midlands Region","A Level or Equivalent","90-100%","35-55",0,120,"N","Distinction",-147,NA,-147,NA +"1704",1856869,NA,NA,2.50735294117647,NA,3.35593220338983,1.33333333333333,2,3.08955223880597,1,1,NA,11.2166666666667,NA,1.27777777777778,1.82222222222222,1.5,68.1428571428571,77.25,"M","North Western Region","Lower Than A Level","10-20","0-35",0,60,"N","Fail",-149,NA,-149,NA +"1705",1866233,NA,NA,2.44444444444444,NA,3.38095238095238,NA,2.16666666666667,3.42,NA,NA,NA,NA,NA,1.06666666666667,1.76595744680851,1.25,75,81.3333333333333,"M","East Midlands Region","A Level or Equivalent","10-20","35-55",1,60,"Y","Fail",-45,NA,-45,NA +"1706",1871598,3.16666666666667,2,5.26744186046512,NA,8.20446096654275,1.5,2.71428571428571,7.12776412776413,2.76190476190476,1.08333333333333,1.13953488372093,20.5310344827586,NA,1.27777777777778,2.03583061889251,1.41269841269841,100,86.6,"M","Scotland","Lower Than A Level","20-30%","35-55",0,60,"N","Distinction",-106,NA,-106,NA +"1707",1871684,NA,NA,2.02325581395349,14,3.64634146341463,NA,NA,6.06034482758621,NA,1,2,11,NA,1.26086956521739,1.71631205673759,1.42857142857143,70.7142857142857,59.4,"M","Wales","Lower Than A Level","60-70%","35-55",2,90,"N","Pass",-50,NA,-50,NA +"1708",1877902,NA,1,2.68085106382979,NA,3.475,1.16666666666667,2,7.06906077348066,1.5,1,1.5,10.4939759036145,NA,1.27272727272727,1.62447257383966,1.30769230769231,85,93.2,"M","North Western Region","A Level or Equivalent","70-80%","35-55",0,60,"N","Pass",-150,NA,-150,NA +"1709",1879321,10,1.33333333333333,3.95906432748538,NA,7.66298342541436,1,NA,4.65250965250965,3.85714285714286,1.125,1.25,13.7,NA,1.08823529411765,2.03610108303249,1.265625,94.5714285714286,91.8,"M","Ireland","HE Qualification","70-80%","35-55",0,90,"N","Distinction",-25,NA,-25,NA +"1710",1881231,NA,1,5.96503496503496,NA,7.06451612903226,1,NA,6.66176470588235,2.33333333333333,1,1.25,9.43396226415094,NA,1.21428571428571,1.85321100917431,1.375,83.8571428571429,87.4,"M","East Midlands Region","HE Qualification","60-70%","35-55",0,90,"N","Pass",-22,NA,-22,NA +"1711",1887108,6.14285714285714,1,2.38108108108108,NA,4.54822335025381,1.25,1.28571428571429,5.74820143884892,2.60869565217391,1.09090909090909,1.18518518518519,10.4615384615385,NA,1.14705882352941,1.5811320754717,1.15,92.4285714285714,93.4,"F","South Region","HE Qualification","90-100%","35-55",0,60,"N","Pass",-87,NA,-87,NA +"1712",1889752,7.2,1,4.15859030837004,NA,4.60952380952381,1.57142857142857,NA,8.22264150943396,7.34615384615385,1.25,1.29411764705882,9.91428571428571,NA,1.16,2.18562874251497,1.81818181818182,81,55.6,"M","East Anglian Region","HE Qualification","90-100%","55<=",0,90,"N","Pass",-59,NA,-59,NA +"1713",1944167,NA,NA,4.9,NA,4.73333333333333,1.28571428571429,1,6.43478260869565,3.6,1,NA,11.5,NA,1.38095238095238,1.94805194805195,1.4,NA,57.6666666666667,"M","North Region","Lower Than A Level","10-20","35-55",0,60,"N","Fail",-58,NA,-58,NA +"1714",1948159,7.83333333333333,NA,5.04779411764706,NA,5.23287671232877,NA,1.3125,3.50769230769231,4.5,1.33333333333333,1.07142857142857,6.48591549295775,NA,1.16666666666667,1.93560606060606,1.54166666666667,91.8571428571429,97,"F","North Region","A Level or Equivalent","","35-55",1,60,"N","Distinction",-63,NA,-63,NA +"1715",1961652,NA,NA,NA,NA,1,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,55,"F","South West Region","Lower Than A Level","70-80%","0-35",1,90,"N","Fail",-100,NA,-100,NA +"1716",1962049,2.36363636363636,1,3.12820512820513,NA,6.61375661375661,1.75,1.35294117647059,7.76061776061776,2.2,1.125,1.36842105263158,9.17682926829268,NA,1.66666666666667,1.79455445544554,1.35135135135135,84.4285714285714,63.8,"M","South Region","A Level or Equivalent","90-100%","35-55",0,90,"N","Pass",-67,NA,-67,NA +"1717",1962062,NA,NA,4.06976744186047,NA,5.17391304347826,1,1,5.93670886075949,4.8,NA,2,10.3809523809524,NA,1.8,1.63636363636364,1.71428571428571,80,81,"M","Scotland","HE Qualification","30-40%","35-55",1,120,"N","Fail",-21,NA,-21,NA +"1718",1972092,11.6666666666667,5,4.56785714285714,1,7.67553191489362,2,1.66666666666667,9.37627811860941,6.38235294117647,2.27272727272727,1.55555555555556,12.0824742268041,NA,1.49152542372881,2.9866220735786,1.67045454545455,65,70.4,"M","South East Region","Lower Than A Level","80-90%","35-55",0,60,"N","Pass",-126,NA,-126,NA +"1719",1995177,2,1,3.2780269058296,NA,4.0979020979021,1.14285714285714,1,7.40143369175627,4.69230769230769,1.14285714285714,1.09375,7.58641975308642,NA,1.06976744186047,1.76303317535545,1.22222222222222,87.5714285714286,90,"M","West Midlands Region","HE Qualification","70-80%","0-35",0,120,"N","Distinction",-53,NA,-53,NA +"1720",1998834,NA,NA,3.7,NA,2.42028985507246,1,NA,3.29059829059829,1,2,NA,9.36363636363636,NA,1.04878048780488,1.49411764705882,1.22222222222222,89.8571428571429,65.5,"M","South Region","A Level or Equivalent","50-60%","0-35",0,80,"N","Pass",-78,NA,-78,NA +"1721",2017487,3.8,8,2.91052631578947,NA,3.5188679245283,2.33333333333333,5.6,6.38649155722326,2.94444444444444,1,1.2,12.4545454545455,NA,1.21875,1.69090909090909,1.04545454545455,91.4285714285714,87.6,"M","Scotland","Lower Than A Level","20-30%","35-55",0,60,"Y","Distinction",-17,NA,-17,NA +"1722",2020628,3,NA,3.55868544600939,2,9.55348837209302,1.28571428571429,3,6.53355704697987,2.5,1,1.44444444444444,22.587786259542,NA,1.38983050847458,2.31777777777778,1.26785714285714,81.7142857142857,54.8,"M","Scotland","A Level or Equivalent","10-20","35-55",0,60,"Y","Pass",-64,NA,-64,NA +"1723",2026075,NA,1,3,1,3.45454545454545,1.14285714285714,1.92857142857143,5.44444444444444,2.6,1.66666666666667,2,8.01204819277108,NA,1.60526315789474,1.69620253164557,1.45454545454545,77.75,73.25,"M","Scotland","HE Qualification","90-100%","55<=",0,90,"N","Withdrawn",-114,158,-114,158 +"1724",2028523,NA,NA,2.5,NA,6.41666666666667,1.5,NA,8.43333333333333,3.25,1,1,9,NA,1.33333333333333,2.625,1,63,72,"F","South West Region","A Level or Equivalent","50-60%","35-55",0,90,"N","Withdrawn",-31,164,-31,164 +"1725",2029571,NA,NA,4.04032258064516,NA,5.93548387096774,1.25,1,5.58940397350993,6.28571428571429,NA,1.66666666666667,7.16279069767442,NA,1.10526315789474,2.05844155844156,1.05555555555556,84.5,83,"M","Yorkshire Region","A Level or Equivalent","30-40%","35-55",0,60,"N","Withdrawn",-28,170,-28,170 +"1726",2035700,4.125,NA,2.98792270531401,NA,5.93251533742331,1.5,1.83333333333333,7.12068965517241,3.89285714285714,1.44444444444444,1.19230769230769,7.60583941605839,NA,1.5,1.87352941176471,1.11764705882353,80.2857142857143,81.6,"F","South West Region","Lower Than A Level","30-40%","35-55",0,60,"N","Pass",-65,NA,-65,NA +"1727",2036893,NA,NA,6.11940298507463,NA,6.33333333333333,1.5,2,5.44,2.4,1,NA,1.4,NA,1.7,1.59550561797753,1.47826086956522,NA,74,"M","Scotland","Lower Than A Level","20-30%","35-55",0,60,"Y","Withdrawn",-120,86,-120,86 +"1728",2047575,2.8,1,3.20725388601036,NA,4.16083916083916,2.5,1.1875,7.44688644688645,4.35714285714286,1,1.13333333333333,9.98780487804878,NA,1.21153846153846,1.93181818181818,1.1304347826087,87.4285714285714,90.2,"M","Scotland","Lower Than A Level","40-50%","35-55",0,60,"N","Distinction",-98,NA,-98,NA +"1729",2065972,2,NA,2.24203821656051,NA,4.65555555555556,NA,1.66666666666667,4.35036496350365,2.30769230769231,1,NA,6.53435114503817,NA,1.6,1.72081218274112,1.5,80.7142857142857,78.2,"M","East Midlands Region","Lower Than A Level","40-50%","35-55",0,60,"N","Pass",-18,NA,-18,NA +"1730",2067799,NA,NA,2.5,NA,3.89655172413793,1.33333333333333,NA,7.05263157894737,NA,1,1,7.59259259259259,NA,1.30769230769231,2.06896551724138,1.5,90,68,"F","East Midlands Region","Lower Than A Level","70-80%","35-55",0,60,"Y","Fail",-29,NA,-29,NA +"1731",2081123,13,NA,1.71428571428571,NA,2.57142857142857,1.66666666666667,NA,6.07692307692308,1,1,1,11.9,NA,1.33333333333333,1.47663551401869,1.5,87.8571428571429,72.2,"M","West Midlands Region","A Level or Equivalent","","0-35",0,60,"N","Pass",-17,NA,-17,NA +"1732",2088982,NA,NA,3.5,NA,3.5,NA,NA,1,NA,NA,NA,NA,NA,NA,1,NA,NA,47.5,"M","South Region","A Level or Equivalent","80-90%","35-55",2,60,"N","Withdrawn",-16,166,-16,166 +"1733",2096251,5.4,1.5,2.28301886792453,NA,4.04132231404959,1.2,2.2,5.84230769230769,2,1.2,1.36363636363636,10.494623655914,NA,1.35416666666667,1.64876033057851,1.3125,80.7142857142857,79.6,"M","South Region","Lower Than A Level","40-50%","35-55",0,60,"N","Pass",-22,NA,-22,NA +"1734",2103552,4,NA,2.01587301587302,NA,3.32743362831858,1.33333333333333,2,5.69122807017544,2.75862068965517,1.71428571428571,1.15789473684211,4.42307692307692,NA,1.31914893617021,1.71584699453552,1.33333333333333,NA,68.25,"M","London Region","HE Qualification","80-90%","35-55",0,60,"N","Withdrawn",-17,216,-17,216 +"1735",2104819,NA,NA,2.60377358490566,NA,4.375,1,2,6.43243243243243,3.78571428571429,NA,1.5,4.61904761904762,NA,1.66666666666667,1.53012048192771,1,88.5,89,"F","Wales","Lower Than A Level","70-80%","35-55",0,60,"N","Withdrawn",-25,80,-25,80 +"1736",2106955,3.18181818181818,2.5,2.21686746987952,NA,4.84971098265896,1,1.15384615384615,7.82464454976303,4,1.25,1.23529411764706,8.75454545454545,NA,1.47368421052632,1.90551181102362,1.08108108108108,80.1428571428571,87.6,"F","South East Region","A Level or Equivalent","80-90%","35-55",0,60,"N","Distinction",-28,NA,-28,NA +"1737",2107747,NA,NA,3.22857142857143,NA,5.45238095238095,1,1.5,8.15384615384615,2.32,NA,1.16666666666667,6.53571428571429,NA,1.19230769230769,1.85858585858586,1.33333333333333,79.5,69,"M","North Region","HE Qualification","","55<=",0,60,"N","Withdrawn",-25,104,-25,104 +"1738",2128283,NA,NA,3.45806451612903,NA,4.59541984732824,1,NA,6.59259259259259,3.92857142857143,1.2,1.66666666666667,6.97761194029851,NA,1.27586206896552,2.1991341991342,1.43103448275862,86.8333333333333,54.5,"M","South East Region","HE Qualification","50-60%","35-55",1,60,"N","Pass",-38,NA,-38,NA +"1739",2138970,1,NA,2.09615384615385,NA,4.51515151515152,1,1.6,4.08720930232558,1,NA,NA,7.54945054945055,NA,1.66666666666667,1.625,1.52941176470588,82.1428571428571,78.2,"M","Scotland","HE Qualification","50-60%","35-55",0,60,"N","Pass",-32,NA,-32,NA +"1740",2140300,2.25,NA,2.85106382978723,NA,5.63636363636364,1.2,NA,6.65551839464883,2.91666666666667,1,1.11111111111111,6.55696202531646,NA,1.29032258064516,1.93632958801498,1.21052631578947,79.2857142857143,69,"F","North Western Region","A Level or Equivalent","90-100%","35-55",0,240,"N","Pass",-66,NA,-66,NA +"1741",2143312,3,2,4.49275362318841,NA,5.11267605633803,1.25,1.2,8.48780487804878,2.07142857142857,1.1,1.34285714285714,8.08450704225352,NA,1.1,2.16,1.31147540983607,94,86,"M","Scotland","A Level or Equivalent","80-90%","35-55",0,120,"N","Distinction",-35,NA,-35,NA +"1742",2143440,2.25,NA,2.6,NA,3.88805970149254,1,2.33333333333333,5.95959595959596,2.33333333333333,1.28571428571429,1.125,6.18796992481203,NA,1.05882352941176,1.65346534653465,1.18518518518519,78.1428571428571,80.2,"M","South West Region","Lower Than A Level","40-50%","0-35",0,60,"N","Pass",-135,NA,-135,NA +"1743",2154361,NA,NA,2.29268292682927,NA,4.31818181818182,1,NA,6.54268292682927,2.11111111111111,NA,NA,10.1875,NA,1.0952380952381,1.80188679245283,1.5,76.8571428571429,80,"M","Scotland","Lower Than A Level","70-80%","0-35",0,60,"N","Pass",-87,NA,-87,NA +"1744",2160316,3.66666666666667,2,3.27,3,5.5796178343949,2,1.8,8.06987951807229,2.86206896551724,1.06666666666667,1.06521739130435,5.04878048780488,NA,1,1.77133105802048,1.20224719101124,93.7142857142857,93.8,"F","London Region","HE Qualification","50-60%","35-55",0,60,"N","Distinction",-147,NA,-147,NA +"1745",2161710,NA,NA,3.26923076923077,NA,2.90243902439024,1,1.66666666666667,4.88571428571429,1.5,1,1,3,NA,1.54545454545455,1.26229508196721,1.85714285714286,NA,46.5,"M","Wales","A Level or Equivalent","70-80%","35-55",3,60,"N","Fail",-51,NA,-51,NA +"1746",2178837,1,NA,2.27619047619048,NA,7.17037037037037,1.4,1,9.35973597359736,1.9,1,1,4.85024154589372,NA,2.1875,1.81954887218045,1.125,83.8571428571429,57,"M","Scotland","A Level or Equivalent","60-70%","35-55",0,60,"N","Pass",-32,NA,-32,NA +"1747",2180090,3.41666666666667,1.5,2.47183098591549,1,5.49771689497717,1.6,1.6,9.4377990430622,3.55555555555556,1.2,1.13333333333333,12.6704980842912,NA,1.11627906976744,1.53428571428571,1.09090909090909,91.1428571428571,86.4,"M","Scotland","HE Qualification","10-20","35-55",0,180,"N","Distinction",-22,NA,-22,NA +"1748",2185729,4,1,3.08530805687204,NA,4.86065573770492,1.25,1.33333333333333,6.31888544891641,2.61111111111111,1.25,1.22727272727273,8.95945945945946,NA,1.14285714285714,1.85294117647059,1.15625,82.7142857142857,83.8,"F","Ireland","Lower Than A Level","10-20","35-55",0,60,"N","Pass",-4,NA,-4,NA +"1749",2195853,NA,NA,2.2,NA,3.625,2,NA,7.82758620689655,NA,1.5,1.5,46.6666666666667,NA,1,1.91666666666667,1,75,44,"F","North Region","A Level or Equivalent","0-10%","0-35",3,90,"N","Fail",-67,NA,-67,NA +"1750",2197766,3.8,1,3.59756097560976,NA,3.89814814814815,1,NA,7.11392405063291,3.16666666666667,1,1.08,8.78991596638656,NA,1.16666666666667,1.84455958549223,1.28571428571429,88.4285714285714,89,"F","North Region","Lower Than A Level","60-70%","0-35",0,210,"N","Distinction",-115,NA,-115,NA +"1751",2198970,NA,NA,2.18055555555556,NA,3.67647058823529,1,NA,4,1,NA,NA,12.7647058823529,NA,1.72727272727273,1.34782608695652,1,85,71,"M","North Western Region","HE Qualification","50-60%","35-55",0,150,"N","Withdrawn",-135,31,-135,31 +"1752",2223401,NA,NA,4.375,NA,4.28571428571429,NA,NA,4,NA,NA,NA,NA,NA,1.60606060606061,2.23809523809524,1,NA,58,"M","South Region","A Level or Equivalent","50-60%","35-55",0,120,"N","Withdrawn",-16,107,-16,107 +"1753",2254637,1,2,2.27450980392157,NA,3.41747572815534,2.5,1.18181818181818,5.92779783393502,3.8,1,1.66666666666667,10.7333333333333,NA,2.06451612903226,1.69266055045872,1.25,77.2857142857143,64.8,"M","South West Region","Lower Than A Level","60-70%","35-55",0,60,"N","Pass",-28,NA,-28,NA +"1754",2256134,NA,NA,2.325,NA,4.88,2.5,1.5,5.48484848484848,4.44444444444444,1,1.66666666666667,7.66666666666667,NA,1.57142857142857,1.87142857142857,1.33333333333333,71,82,"F","Scotland","HE Qualification","20-30%","0-35",0,60,"Y","Withdrawn",-43,80,-43,80 +"1755",2272023,NA,NA,4,3,3.56410256410256,2,1,4.24528301886792,2.83333333333333,1,NA,8.83333333333333,NA,1.16666666666667,2.06382978723404,1,NA,76,"F","London Region","Lower Than A Level","10-20","35-55",0,60,"N","Withdrawn",-155,135,-155,135 +"1756",2274542,2.75,NA,2.8041958041958,NA,4.41764705882353,1.2,1,6.92165898617511,1.8,1,1,9.74683544303798,NA,1.15151515151515,1.71698113207547,1.11363636363636,90.7142857142857,81.8,"M","London Region","Lower Than A Level","20-30%","35-55",0,120,"N","Pass",-50,NA,-50,NA +"1757",2278101,NA,NA,1.92307692307692,NA,4.14035087719298,1,NA,9.09821428571429,1,1,NA,9.35398230088496,NA,1.29166666666667,1.83928571428571,1.4,58.5714285714286,63.4,"F","London Region","HE Qualification","30-40%","35-55",0,60,"N","Pass",-38,NA,-38,NA +"1758",2282620,NA,NA,1.82758620689655,NA,5.74468085106383,1.25,NA,6.352,1.77777777777778,NA,1.5,13.8333333333333,NA,2.75,1.64957264957265,1,96.5,88,"M","West Midlands Region","A Level or Equivalent","0-10%","0-35",0,60,"N","Fail",-22,NA,-22,NA +"1759",2283708,NA,1,4.31012658227848,NA,10.1372549019608,1.57142857142857,1,10.5978260869565,4.25,2,1.83333333333333,11.3,NA,1.69230769230769,2.36607142857143,1.37931034482759,75,79,"M","North Region","A Level or Equivalent","20-30%","0-35",0,90,"N","Withdrawn",-136,62,-136,62 +"1760",2293511,NA,NA,3.0495867768595,NA,3.47,1.16666666666667,4,6.17410714285714,3,1,1.5,18.8992248062016,NA,1.08,1.98561151079137,1.21052631578947,89.2857142857143,92.2,"M","Yorkshire Region","HE Qualification","20-30%","0-35",0,60,"N","Distinction",-51,NA,-51,NA +"1761",2298106,NA,NA,1.73076923076923,NA,4.30434782608696,1.25,1,8.68639053254438,1,1,1,17.9480519480519,NA,2.3448275862069,1.49315068493151,1.36363636363636,87.2857142857143,90.2,"M","West Midlands Region","A Level or Equivalent","50-60%","35-55",0,60,"N","Distinction",-45,NA,-45,NA +"1762",2298895,4.4,3,3.07272727272727,NA,2.14965986394558,1,NA,8.41772151898734,2.53846153846154,1,1.07142857142857,7.75,NA,1.17391304347826,1.60944206008584,1.28571428571429,94.8571428571429,90.6,"M","East Anglian Region","A Level or Equivalent","60-70%","35-55",2,60,"N","Distinction",-148,NA,-148,NA +"1763",2301830,12,NA,3.16060606060606,NA,9.56647398843931,1.2,1.9,7.91902834008097,4.76470588235294,1,1.11764705882353,13.4054054054054,NA,1.29268292682927,1.6,1.33333333333333,84.2857142857143,76.4,"M","North Western Region","Lower Than A Level","10-20","35-55",0,60,"N","Pass",-84,NA,-84,NA +"1764",2306410,1,NA,2.53921568627451,NA,3.70588235294118,1.4,1.83333333333333,4.52941176470588,2.14285714285714,1,1,8.25974025974026,NA,1.09615384615385,1.52791878172589,1.30434782608696,80.5714285714286,87,"M","South East Region","Lower Than A Level","0-10%","35-55",0,90,"N","Pass",-147,NA,-147,NA +"1765",2316717,NA,NA,3.8448275862069,NA,4.046875,2.5,1.25,6.10135135135135,4.66666666666667,1,1.71428571428571,4,NA,1.25,2.55963302752294,1.73333333333333,98,87.3333333333333,"M","South Region","A Level or Equivalent","20-30%","35-55",0,60,"N","Withdrawn",-64,123,-64,123 +"1766",2332934,NA,NA,2.29268292682927,NA,2.81538461538462,1,1.5,3.56034482758621,2,NA,1,13.7083333333333,NA,1.33333333333333,1.77083333333333,1.33333333333333,67.7142857142857,64.75,"M","Ireland","Lower Than A Level","70-80%","0-35",2,180,"N","Fail",-58,NA,-58,NA +"1767",2339267,NA,1,2.02272727272727,NA,5.6,1,2,7.21212121212121,2.2,NA,1,14,NA,1.33333333333333,1.74074074074074,1.25,66.4285714285714,70,"F","South Region","A Level or Equivalent","80-90%","0-35",0,60,"N","Pass",-63,NA,-63,NA +"1768",2341420,NA,NA,3.79126213592233,NA,4.71232876712329,1.5,1.5,5,1.8,1,1.5,12.8421052631579,NA,1.03846153846154,1.75177304964539,1.21052631578947,77.2857142857143,81.6,"M","South East Region","A Level or Equivalent","90-100%","0-35",0,60,"N","Pass",-101,NA,-101,NA +"1769",2343785,1.5,2,3.04109589041096,1,4.88073394495413,2.25,1.2,5.71481481481482,3.8,1,1.25,8.34710743801653,NA,1.36585365853659,1.735,1.24390243902439,81.1428571428571,86,"M","East Anglian Region","Lower Than A Level","70-80%","0-35",0,120,"N","Pass",-102,NA,-102,NA +"1770",2351969,1,1,2.88372093023256,NA,5.95121951219512,1,2,2.52671755725191,2.33333333333333,NA,1.33333333333333,16.8653846153846,NA,1.24242424242424,2.16470588235294,1.5,76.8571428571429,74.8,"M","North Western Region","Lower Than A Level","30-40%","0-35",0,150,"N","Pass",-106,NA,-106,NA +"1771",2360559,NA,NA,2.2120253164557,NA,4.05882352941176,1.25,1.625,6.49433962264151,2.4,1,1.2,7.31818181818182,NA,1.5,1.9,1.2,84,81.6,"M","South West Region","A Level or Equivalent","80-90%","0-35",0,90,"N","Pass",-17,NA,-17,NA +"1772",2366656,1,NA,2.97777777777778,NA,4.55813953488372,1,2.33333333333333,5.87078651685393,2.42857142857143,1.25,1.5,12.0588235294118,NA,1.37037037037037,1.96039603960396,1.29411764705882,82.5714285714286,85,"F","North Western Region","HE Qualification","0-10%","0-35",0,60,"N","Distinction",-67,NA,-67,NA +"1773",2378208,1.4,NA,2.68,NA,3.28378378378378,1.4,1,6.01481481481482,2.85714285714286,1,1.0625,12.093023255814,NA,1.18181818181818,1.89380530973451,1.21739130434783,73.6,79.8,"M","East Anglian Region","HE Qualification","80-90%","0-35",0,90,"N","Pass",-9,NA,-9,NA +"1774",2386732,4.875,1.5,2.97476340694006,NA,5.93896713615023,1.4,1,5.94314381270903,2.54545454545455,1.18181818181818,1.2,10.7530864197531,NA,1.22857142857143,1.78666666666667,2.03921568627451,92.5714285714286,87.6,"F","Wales","Lower Than A Level","70-80%","35-55",0,120,"N","Distinction",-28,NA,-28,NA +"1775",2395016,NA,NA,2.77941176470588,NA,3.34375,1.5,NA,3.25806451612903,7,NA,NA,8.91666666666667,NA,1.16666666666667,1.35483870967742,NA,84,78,"F","South Region","A Level or Equivalent","90-100%","0-35",0,60,"N","Withdrawn",-150,44,-150,44 +"1776",2399758,3.5,NA,2.91625615763547,NA,3.35664335664336,1,1,7.56862745098039,1.38461538461538,1,1.16666666666667,8.60606060606061,NA,1.15625,1.2824427480916,1.13333333333333,92.4285714285714,88.2,"M","South Region","Lower Than A Level","90-100%","35-55",0,60,"N","Pass",-23,NA,-23,NA +"1777",2403701,4.3,2.14285714285714,3.72304199772985,NA,7.77272727272727,1.33333333333333,2.41666666666667,9.35789473684211,3.04347826086957,1.4,1.0625,5.83050847457627,NA,2.34246575342466,2.48148148148148,1.82352941176471,84.1428571428571,75.8,"M","South East Region","HE Qualification","70-80%","55<=",0,60,"N","Pass",-101,NA,-101,NA +"1778",2417433,NA,NA,1.2,NA,3.14814814814815,1,NA,4.71597633136095,1.5,1.25,NA,12.4782608695652,NA,1.375,1.58823529411765,1,72,62,"M","Wales","A Level or Equivalent","0-10%","35-55",3,60,"N","Fail",-119,NA,-119,NA +"1779",2417975,NA,2,3.81463414634146,NA,5.925,1.4,2.8,9.02352941176471,2.81818181818182,1,1.2,8.02197802197802,NA,1.35714285714286,1.97142857142857,1.33333333333333,82.1428571428571,88.5,"F","North Western Region","Lower Than A Level","30-40%","0-35",0,90,"N","Pass",-28,NA,-28,NA +"1780",2424257,NA,1,1.94594594594595,NA,2.78616352201258,NA,NA,8.14432989690722,3.2,1,1,9.34513274336283,NA,2.76470588235294,1.62962962962963,1.6,51.5714285714286,23.4,"M","Yorkshire Region","Lower Than A Level","10-20","35-55",0,60,"N","Fail",-88,NA,-88,NA +"1781",2427845,3.33333333333333,1.2,3.08474576271186,9,2.46575342465753,1,1,5.07008086253369,1,1.11111111111111,1.16666666666667,9.44705882352941,NA,1.08620689655172,1.40975609756098,1.16666666666667,82.4285714285714,60.6,"M","South East Region","HE Qualification","10-20","35-55",0,60,"N","Pass",-46,NA,-46,NA +"1782",2438784,2.66666666666667,2,2.81818181818182,NA,3.51282051282051,1.375,1.22222222222222,5.52471482889734,1.71428571428571,1.75,1.5,8.24050632911392,NA,1.6875,1.51173708920188,1.45945945945946,85.4285714285714,74.8,"M","South West Region","Lower Than A Level","90-100%","35-55",0,120,"N","Pass",-100,NA,-100,NA +"1783",2449490,NA,NA,2.52,NA,6.23076923076923,1,1,4.34615384615385,NA,NA,NA,12.6,NA,1.16666666666667,1.75,1.14285714285714,NA,66,"M","Scotland","HE Qualification","30-40%","0-35",0,120,"Y","Withdrawn",-112,65,-112,65 +"1784",2457440,NA,NA,3.75862068965517,NA,4,1.5,4,3.58333333333333,1,1,1.5,16.0454545454545,NA,1.51020408163265,1.85185185185185,1.625,72.2857142857143,67.4,"M","West Midlands Region","A Level or Equivalent","","35-55",0,60,"N","Pass",-22,NA,-22,NA +"1785",2459292,NA,NA,1.87878787878788,NA,3.30357142857143,1,NA,3.30882352941176,NA,1,NA,20.4807692307692,NA,1.05882352941176,1.91139240506329,1,84.7142857142857,63.25,"M","South West Region","Lower Than A Level","10-20","0-35",0,120,"N","Pass",-29,NA,-29,NA +"1786",2470326,NA,NA,3.1,NA,3.81481481481481,1,1.5,3.28205128205128,NA,1,NA,8.18181818181818,NA,1.79487179487179,1.38709677419355,1.33333333333333,NA,33,"M","East Midlands Region","A Level or Equivalent","10-20","35-55",0,120,"Y","Fail",-16,NA,-16,NA +"1787",2480886,NA,NA,4.91071428571429,NA,4.26190476190476,2.5,1.75,5.73125,4.85714285714286,1.5,1.83333333333333,6.0875,NA,1.125,1.70754716981132,1.18181818181818,77.2857142857143,94,"F","East Anglian Region","A Level or Equivalent","80-90%","0-35",1,60,"Y","Fail",-58,NA,-58,NA +"1788",2482710,3,1,3.54891304347826,NA,3.61061946902655,1,3,15.4450261780105,1.14285714285714,1,1,13,NA,1.88,2.45064377682403,1.55882352941176,79.2857142857143,84,"F","Wales","A Level or Equivalent","70-80%","35-55",0,60,"N","Pass",-66,NA,-66,NA +"1789",2486930,1,NA,2.1025641025641,NA,3.67647058823529,1,1,8.19402985074627,NA,NA,NA,11.7796610169492,NA,1.46666666666667,1.63380281690141,1.57142857142857,82.2857142857143,74.2,"M","East Midlands Region","HE Qualification","10-20","35-55",0,90,"N","Pass",-32,NA,-32,NA +"1790",2499307,4,1,2.39568345323741,NA,3.98148148148148,1,2.07692307692308,5.20744680851064,1,1,1.11111111111111,13.8888888888889,NA,1.2,1.45810055865922,1.28571428571429,68.1428571428571,82.6,"M","East Anglian Region","A Level or Equivalent","60-70%","0-35",1,60,"N","Pass",-23,NA,-23,NA +"1791",2504129,NA,NA,5,NA,2.39130434782609,1.5,NA,2.88095238095238,NA,1,NA,1,NA,1.56521739130435,1.53846153846154,1.16666666666667,NA,89,"F","South West Region","Lower Than A Level","0-10%","0-35",0,120,"N","Fail",-148,NA,-148,NA +"1792",2505058,NA,NA,1,NA,1.9375,1.33333333333333,NA,2,2,NA,NA,15.75,NA,1.14285714285714,1.16,1,NA,72,"M","South Region","A Level or Equivalent","10-20","0-35",0,60,"N","Fail",-53,NA,-53,NA +"1793",2519138,3.25,1,4.31896551724138,5,4.87735849056604,1.33333333333333,1.8,7.77695167286245,2.23076923076923,1,1.2,6.45871559633028,NA,1.43333333333333,2.09452736318408,1.12121212121212,78.6,81.8,"M","South Region","A Level or Equivalent","70-80%","35-55",0,90,"N","Pass",-122,NA,-122,NA +"1794",2529052,NA,NA,2.18421052631579,NA,3.88235294117647,1.33333333333333,1.5,1.41025641025641,1.5,NA,NA,4.33333333333333,NA,1.33333333333333,1.41860465116279,1,48,73,"F","East Midlands Region","Lower Than A Level","30-40%","0-35",0,90,"N","Fail",-3,NA,-3,NA +"1795",2529419,4.5,NA,2.74766355140187,NA,4.38709677419355,1.25,1.66666666666667,7.79908675799087,1.875,1,1.17647058823529,12.8032786885246,NA,1.21875,2.10759493670886,1.1875,83.1428571428571,86.6,"M","West Midlands Region","Lower Than A Level","0-10%","0-35",0,60,"N","Pass",-129,NA,-129,NA +"1796",2530976,NA,NA,2.52,NA,2.92,1,1.625,3.39189189189189,1.25,1,1.5,7.95555555555556,NA,1.05263157894737,1.62222222222222,1,67.5714285714286,67.75,"M","East Midlands Region","HE Qualification","20-30%","35-55",0,90,"N","Pass",-123,NA,-123,NA +"1797",2537777,3.66666666666667,1,2.77142857142857,NA,3.94174757281553,1,NA,9.05181347150259,2.03030303030303,1,1.1875,11.3287671232877,NA,1.23076923076923,2.05113636363636,1.2,58.7142857142857,40.2,"M","West Midlands Region","Lower Than A Level","10-20","0-35",1,120,"Y","Fail",-84,NA,-84,NA +"1798",2540871,NA,1,2.77227722772277,NA,3.93023255813953,1.28571428571429,NA,5.50632911392405,2.72727272727273,1.33333333333333,1.42857142857143,6.6078431372549,NA,1.11764705882353,1.63636363636364,1.1,71.5,54.5,"M","North Western Region","Lower Than A Level","0-10%","0-35",0,60,"N","Fail",-150,NA,-150,NA +"1799",2542209,5,NA,2.46896551724138,NA,3.74125874125874,1,NA,6.21276595744681,2.33333333333333,1,1.14285714285714,11.4354838709677,NA,1.38095238095238,1.86631016042781,1.17241379310345,72.7142857142857,72.8,"M","Yorkshire Region","Lower Than A Level","30-40%","35-55",0,150,"N","Fail",-155,NA,-155,NA +"1800",2544643,5,1,2.26047904191617,1,5.1264367816092,1.25,1,5.75970873786408,2.6,1,1.08695652173913,7.075,NA,1.39393939393939,1.67656765676568,1.30769230769231,86,91.2,"F","South Region","A Level or Equivalent","50-60%","0-35",0,120,"N","Distinction",-34,NA,-34,NA +"1801",2544766,NA,NA,2.65217391304348,NA,3.8125,1.75,NA,4.25961538461539,1,1,1,11.9772727272727,NA,1.06122448979592,1.38356164383562,1.9,77.1428571428571,55.2,"M","South West Region","HE Qualification","90-100%","35-55",0,60,"N","Pass",-23,NA,-23,NA +"1802",2546315,1,NA,2.64935064935065,5.5,4.264,1.25,1.88571428571429,8.21818181818182,2.85714285714286,1,1.5,8.56989247311828,NA,1.8974358974359,1.73640167364017,1.32352941176471,91.2857142857143,86,"F","North Region","A Level or Equivalent","","35-55",0,150,"N","Distinction",-123,NA,-123,NA +"1803",2550534,NA,NA,2.36538461538462,NA,3.22857142857143,1.25,1,4.52112676056338,6.5,1.25,NA,12.7878787878788,NA,1.15789473684211,1.625,1.125,82.3333333333333,87.6666666666667,"M","South East Region","A Level or Equivalent","60-70%","0-35",0,60,"N","Withdrawn",-25,135,-25,135 +"1804",2557008,2.33333333333333,1,4.62864721485411,NA,12.9953703703704,1.2,1.42857142857143,4.56132075471698,2.66666666666667,1,1.12,14.453488372093,NA,1.11111111111111,2.25301204819277,5.35,95.4285714285714,88,"M","London Region","A Level or Equivalent","20-30%","0-35",0,60,"Y","Distinction",-18,NA,-18,NA +"1805",2558365,NA,NA,3,NA,2.28571428571429,NA,NA,1.95555555555556,NA,NA,NA,NA,NA,1.58333333333333,1.69565217391304,NA,NA,62,"M","North Western Region","A Level or Equivalent","20-30%","0-35",1,90,"N","Fail",-45,NA,-45,NA +"1806",2559144,1.75,3,2,NA,2.25423728813559,1,NA,4.85470085470085,7,1.5,1,10.6538461538462,NA,1.08333333333333,1.60526315789474,1.27272727272727,79.4285714285714,57,"F","London Region","A Level or Equivalent","10-20","0-35",0,120,"N","Pass",-52,NA,-52,NA +"1807",2563095,2.14285714285714,1,2.16521739130435,NA,5.80921052631579,1,1.58333333333333,7.01395348837209,1.25,1,NA,9.32673267326733,NA,1.1219512195122,1.62457337883959,1.18840579710145,72.8571428571429,81.5,"M","South Region","HE Qualification","40-50%","0-35",1,90,"N","Pass",-51,NA,-51,NA +"1808",2579891,4.4,1,2.50909090909091,NA,3.38317757009346,1,1,5.21532846715328,2.06666666666667,1.25,1.21428571428571,6.7093023255814,NA,1.14285714285714,1.34090909090909,1.17391304347826,89.7142857142857,88.4,"M","North Western Region","A Level or Equivalent","20-30%","0-35",0,150,"N","Pass",-67,NA,-67,NA +"1809",2584244,2.5,NA,1.66666666666667,NA,3.08695652173913,1,NA,9.57446808510638,2.75,1.25,1.3,6.6304347826087,NA,1.1,1.61940298507463,1.08333333333333,92.7142857142857,67.8,"M","Scotland","HE Qualification","20-30%","35-55",0,90,"N","Pass",-53,NA,-53,NA +"1810",2597117,4.6,2,3.14285714285714,NA,3.77622377622378,3,1.66666666666667,8.45454545454546,4.07142857142857,1.46153846153846,1.25,11.7951807228916,NA,1.38461538461538,2.00540540540541,1.40625,92.1428571428571,91.4,"M","East Anglian Region","A Level or Equivalent","20-30%","0-35",0,60,"N","Distinction",-16,NA,-16,NA +"1811",2599162,NA,NA,NA,NA,2.11111111111111,1,NA,6.83333333333333,NA,1,NA,NA,NA,1,1.125,NA,NA,78,"M","London Region","A Level or Equivalent","10-20","0-35",1,60,"N","Withdrawn",-85,12,-85,12 +"1812",2599883,NA,NA,2.31304347826087,NA,4.11428571428571,1.5,NA,5.21428571428571,1.57142857142857,1,1,9.17441860465116,NA,1.26470588235294,1.64473684210526,1.125,89.5714285714286,83,"F","Scotland","A Level or Equivalent","30-40%","0-35",0,240,"N","Pass",-72,NA,-72,NA +"1813",2602542,3.75,4,3.66964285714286,NA,7.14102564102564,1.16666666666667,1,4.78438661710037,3.91666666666667,1.33333333333333,1.26315789473684,9.52127659574468,NA,1.26923076923077,2.57,1.22222222222222,94.1428571428571,93,"M","Scotland","Post Graduate Qualification","90-100%","35-55",2,60,"N","Distinction",-44,NA,-44,NA +"1814",2603027,2.42857142857143,NA,2.62698412698413,NA,6.78861788617886,1.4,2,8.15217391304348,8.21428571428571,1.33333333333333,1.1875,7.80165289256198,NA,1.61666666666667,2.14801444043321,1.34210526315789,81.4285714285714,84.6,"M","South East Region","A Level or Equivalent","70-80%","35-55",0,90,"N","Pass",-15,NA,-15,NA +"1815",2612102,9,1,3.13235294117647,NA,3.5546875,1.33333333333333,3,6.12146892655367,2.53333333333333,1.30769230769231,1.16666666666667,7.91780821917808,NA,1.36170212765957,1.61061946902655,1.26,84.7142857142857,84.8,"M","South East Region","Lower Than A Level","90-100%","35-55",0,60,"N","Distinction",-18,NA,-18,NA +"1816",2612728,NA,1,3.45945945945946,6,6.45,1.2,NA,1.91071428571429,1,2,NA,7.8,NA,1.77777777777778,1.890625,1.14285714285714,NA,76,"M","West Midlands Region","Lower Than A Level","30-40%","35-55",0,60,"N","Withdrawn",-28,12,-28,12 +"1817",2624028,5.33333333333333,2,3.86390532544379,3,4.46153846153846,1.8,2,7.54918032786885,5.71428571428571,1.66666666666667,1.5,9.98795180722892,NA,1.24137931034483,2.032,1.14285714285714,78.5714285714286,76.8,"M","East Anglian Region","Lower Than A Level","30-40%","35-55",0,60,"N","Pass",-79,NA,-79,NA +"1818",2626417,NA,1,14.5,NA,2.33333333333333,2,NA,14.0833333333333,NA,NA,1.66666666666667,15.6666666666667,NA,1,4,1,76,NA,"M","Yorkshire Region","Lower Than A Level","10-20","0-35",3,120,"N","Withdrawn",-9,12,-9,12 +"1819",2630284,NA,NA,1.8125,NA,2.3,NA,NA,3,1.33333333333333,NA,NA,NA,NA,5.14285714285714,1.59459459459459,2,NA,79,"F","East Midlands Region","A Level or Equivalent","0-10%","35-55",6,90,"N","Withdrawn",-13,142,-13,142 +"1820",2641156,NA,NA,2.39473684210526,NA,3.44155844155844,NA,1,2.44,1,1,NA,8.98305084745763,NA,1,1.55833333333333,1,86,66,"M","North Western Region","A Level or Equivalent","30-40%","0-35",0,120,"N","Pass",-144,NA,-144,NA +"1821",2642532,NA,1,1.61111111111111,NA,3.07575757575758,1,NA,4.36974789915966,1.5,NA,NA,13.7222222222222,NA,1,1.80530973451327,1.2,56.4285714285714,69.4,"M","London Region","HE Qualification","60-70%","0-35",3,120,"N","Pass",-23,NA,-23,NA +"1822",2643472,4,5,5.5,NA,4.84,1,1.5,10.697247706422,3.2,1,1.08333333333333,3.92982456140351,NA,1.15789473684211,1.89189189189189,1,51.4285714285714,77.5,"M","East Midlands Region","HE Qualification","30-40%","35-55",0,60,"N","Pass",-10,NA,-10,NA +"1823",2643829,NA,NA,2.69827586206897,NA,3.88059701492537,1,1,3.75961538461538,1,1,1.5,13.958904109589,NA,1.03448275862069,1.65740740740741,1,79.5,63.5,"M","North Region","Lower Than A Level","","0-35",0,60,"N","Fail",-10,NA,-10,NA +"1824",2649948,NA,NA,3.00900900900901,1,5.88888888888889,1.33333333333333,3.1875,6.85714285714286,3.2,NA,NA,20.875,NA,1.33333333333333,2.0354609929078,1.30769230769231,75,59.4,"M","East Midlands Region","A Level or Equivalent","60-70%","0-35",0,60,"N","Fail",-102,NA,-102,NA +"1825",2657913,2.33333333333333,1,3.21848739495798,1,4.0609756097561,2,1.4,3.90082644628099,1.375,1.25,1.14285714285714,11.9814814814815,NA,1.06382978723404,1.82967032967033,1.27906976744186,67,64,"M","London Region","Lower Than A Level","40-50%","35-55",2,60,"N","Pass",-67,NA,-67,NA +"1826",2658856,2,NA,2.33846153846154,5,2.83962264150943,2,1,6.01020408163265,2.28,1.16666666666667,1.12,13.0227272727273,NA,1.3448275862069,1.57615894039735,1.1875,76,70.4,"M","Scotland","HE Qualification","80-90%","35-55",0,120,"N","Pass",-17,NA,-17,NA +"1827",2667478,NA,1,2.71739130434783,NA,4.10344827586207,1,NA,7.6,NA,1,NA,8.79646017699115,NA,1.2,2.48648648648649,1.3,91,93,"M","North Western Region","Lower Than A Level","80-90%","35-55",1,60,"N","Fail",-32,NA,-32,NA +"1828",2678580,NA,NA,1.96385542168675,NA,2.27083333333333,1,NA,1.25,NA,1,NA,NA,NA,1.11111111111111,1.17142857142857,1,NA,71,"M","North Western Region","A Level or Equivalent","60-70%","0-35",0,60,"N","Withdrawn",-37,157,-37,157 +"1829",2681198,2,1,1.97067448680352,1,3.98611111111111,3,3.56666666666667,3.3037037037037,3,1,1.33333333333333,10.6168224299065,NA,1.28571428571429,1.48953974895397,1.34285714285714,71.2857142857143,55.6,"M","East Anglian Region","Lower Than A Level","70-80%","35-55",0,90,"N","Pass",-87,NA,-87,NA +"1830",2682682,8,NA,2.72222222222222,NA,4.36170212765957,1,2.0625,5.82407407407407,2.66666666666667,1,1.5,14.4520547945205,NA,1.33333333333333,1.64976958525346,1.20689655172414,84.4285714285714,91.2,"F","East Midlands Region","A Level or Equivalent","60-70%","0-35",0,120,"Y","Distinction",-16,NA,-16,NA +"1831",2682745,NA,NA,1.25,NA,2.6,NA,NA,2.33333333333333,NA,NA,NA,NA,NA,1.5,1.4,NA,NA,72,"F","London Region","HE Qualification","30-40%","35-55",0,120,"N","Withdrawn",-50,51,-50,51 +"1832",2683857,8.25,1,2.39928057553957,NA,6.16483516483517,1.66666666666667,1.8,11.1777777777778,2.86363636363636,1.14285714285714,1,18.9263157894737,NA,2.13793103448276,1.78623188405797,1.56818181818182,86,73,"M","South West Region","Lower Than A Level","70-80%","35-55",1,90,"N","Pass",-105,NA,-105,NA +"1833",2684048,NA,NA,2.36,NA,3.42307692307692,1.66666666666667,NA,2.83870967741935,NA,1,NA,4.6,NA,1.6,1.37837837837838,1,NA,68,"F","East Midlands Region","Lower Than A Level","20-30%","0-35",0,120,"N","Withdrawn",-16,12,-16,12 +"1834",2686035,NA,NA,3.47191011235955,NA,2.58333333333333,1.33333333333333,2,3.08450704225352,NA,1,NA,14.0181818181818,NA,1.11538461538462,1.94285714285714,1.22222222222222,62.4285714285714,49.4,"F","South East Region","Lower Than A Level","90-100%","0-35",0,135,"N","Withdrawn",-30,236,-30,236 +"1835",2693932,NA,NA,2.17948717948718,NA,3.73611111111111,1,NA,8.48201438848921,1.33333333333333,1,1.4,10.2,NA,1.08695652173913,1.53968253968254,1.33333333333333,79.7142857142857,89.25,"M","West Midlands Region","A Level or Equivalent","90-100%","0-35",1,120,"N","Pass",-72,NA,-72,NA +"1836",2694139,NA,NA,1.91176470588235,NA,2.73684210526316,1,NA,5.63636363636364,8,NA,NA,6.11111111111111,NA,1.66666666666667,1.52083333333333,1.125,NA,54.3333333333333,"M","East Anglian Region","Lower Than A Level","70-80%","35-55",0,60,"N","Withdrawn",-81,137,-81,137 +"1837",2697921,NA,NA,2.46153846153846,NA,3.40677966101695,1,1.66666666666667,7.25,NA,NA,NA,15.7567567567568,NA,1.05882352941176,1.4,1.16666666666667,73.4285714285714,84,"M","East Anglian Region","Lower Than A Level","80-90%","0-35",1,60,"N","Pass",-32,NA,-32,NA