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 0000000..95c93c1 Binary files /dev/null and b/Data Schema.png differ diff --git a/Team Discussion Notes.pdf b/Team Discussion Notes.pdf new file mode 100644 index 0000000..fa40449 Binary files /dev/null and b/Team Discussion Notes.pdf differ 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