{"text_format":"1","workbook":"xlsx","n_sheets":5,"sheets":["Table 7","Underlying data","Metadata","JACS and CAH2 lookup","UKPRN to provider name lookup"],"not_rendered":{"charts":0,"images":0,"macros":1,"external_links":0,"defined_names":9,"comments":0,"pivot_tables":0},"unopened":[],"bounds":{"document_bytes":16777216,"sheet_cells":100000,"rows_first":2000,"rows_last":500,"rows_between":2000,"halvings":0,"cell_chars":16384,"cell_head_chars":4096},"cells_cut":0,"cells_raw":0,"read":"part_too_large","date_system":"1900"}

{"sheet":"Table 7","index":0,"n_rows":1049,"n_cols":19,"rows_kept":1049,"cut":false,"hidden":false,"merged":[[5,0,5,1],[9,5,9,18],[10,5,10,18],[11,5,11,18]]}
["Table 7: Employment and earnings outcomes of graduates by provider, gender and JACS 4-digit code"]
["Graduating cohorts: 2008/2009 - 2016/17"]
["Tax year: 2014/15 - 2018/19"]
["Coverage: UK first degree graduates from English, Scottish and Welsh Higher Education Institutions",null,null,null,null," "]
[]
["Please select the tax year, year after graduation, sex and provider\nfrom the menu below:"]
["Tax Year","2018/2019",null,null,{"$f":"B7","v":"2018/2019"}]
["Years after graduation (YAG)",5,null,null,{"$f":"B8","v":5}]
["Sex","Female + Male",null,null,{"$f":"B9","v":"Female + Male"}]
["Provider name","Aberystwyth University",null,null,{"$f":"INDEX(provider_lookup, MATCH(B10, provider_rows, 0), MATCH(\"UKPRN\", provider_cols, 0))","v":10007856},{"$f":"\"Tax year \" &B7","v":"Tax year 2018/2019"}]
["Please note that figures may take a couple of seconds to refresh when the dropdowns are changed.",null,null,null,null,{"$f":"B8&\" Years after graduation (YAG)\"","v":"5 Years after graduation (YAG)"}]
["Please ensure you have macros enabled in this workbook. If the macro stops working use the escape key to abort (may need to do this several times)."]
[]
[null,null,null,null,null,"grads","unmatched_percent","overseas_percent","matched","activity_not_captured","no_sust_dest","sust_emp_only","sust_emp_with_or_without_fs","sust_emp_fs_or_both","fs_with_or_without_sust_emp","earnings_include","earnings_LQ","earnings_median","earnings_UQ"]
["CAH2 code","CAH2 subject name","XJACS01","JACS subject name",null,"Number of graduates","Unmatched\n(%)","Overseas (%)","Number of graduates matched to LEO data","Activity not captured (%)","No sustained destination (%)","Sustained employment only (%)","Sustained employment with or without further study (%)","Sustained employment, further study or both (%)","Further study with or without sustained employment (%)","Number included in earnings figures","Earnings – lower quartile\n(£)","Earnings – median\n(£)","Earnings – upper quartile\n(£)"]
["CAH01-01","Medicine and dentistry","A100","Pre-clinical medicine",{"$f":"$E$7&$E$8&$E$9&$E$10&C16","v":"2018/20195Female + Male10007856A100"},{"$f":"IFERROR(INDEX(underlying_data, MATCH($E16, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},{"$f":"IFERROR(INDEX(underlying_data, MATCH($E16, underlying_lookup, 0), MATCH(G$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E16, underlying_lookup, 0), MATCH(Q$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-"]
["CAH01-01","Medicine and dentistry","A200","Pre-clinical dentistry",{"$f":"$E$7&$E$8&$E$9&$E$10&C17","v":"2018/20195Female + Male10007856A200"},"-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH01-01","Medicine and dentistry","A300","Clinical medicine","2018/20195Female + Male10007856A300",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E18, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH01-01","Medicine and dentistry","A400","Clinical dentistry","2018/20195Female + Male10007856A400",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E19, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH01-01","Medicine and dentistry","A900","Others in medicine & dentistry","2018/20195Female + Male10007856A900","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH01-01","Medicine and dentistry","A990","Medicine & dentistry not elsewhere classified","2018/20195Female + Male10007856A990","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH01-01","Medicine and dentistry","B820","Radiology","2018/20195Female + Male10007856B820","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-02","Pharmacology, toxicology and pharmacy","B200","Pharmacology, toxicology & pharmacy","2018/20195Female + Male10007856B200","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-02","Pharmacology, toxicology and pharmacy","B210","Pharmacology","2018/20195Female + Male10007856B210","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-02","Pharmacology, toxicology and pharmacy","B220","Toxicology","2018/20195Female + Male10007856B220","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-02","Pharmacology, toxicology and pharmacy","B230","Pharmacy","2018/20195Female + Male10007856B230",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E26, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-04","Nursing and midwifery","B700","Nursing","2018/20195Female + Male10007856B700","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-04","Nursing and midwifery","B701","Palliative care nursing","2018/20195Female + Male10007856B701","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-04","Nursing and midwifery","B702","Clinical practice nursing","2018/20195Female + Male10007856B702","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-04","Nursing and midwifery","B710","Community nursing","2018/20195Female + Male10007856B710","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-04","Nursing and midwifery","B711","District Nursing","2018/20195Female + Male10007856B711","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-04","Nursing and midwifery","B712","Health visiting","2018/20195Female + Male10007856B712","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-04","Nursing and midwifery","B713","School nursing","2018/20195Female + Male10007856B713","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-04","Nursing and midwifery","B714","Practice nursing","2018/20195Female + Male10007856B714","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-04","Nursing and midwifery","B720","Midwifery","2018/20195Female + Male10007856B720","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-04","Nursing and midwifery","B730","Children's nursing","2018/20195Female + Male10007856B730",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E36, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-04","Nursing and midwifery","B731","Neonatal care","2018/20195Female + Male10007856B731","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-04","Nursing and midwifery","B740","Adult nursing","2018/20195Female + Male10007856B740","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-04","Nursing and midwifery","B741","Older people nursing","2018/20195Female + Male10007856B741","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-04","Nursing and midwifery","B750","Dental nursing","2018/20195Female + Male10007856B750","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-04","Nursing and midwifery","B760","Mental health nursing","2018/20195Female + Male10007856B760","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-04","Nursing and midwifery","B761","Learning disability nursing","2018/20195Female + Male10007856B761","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-04","Nursing and midwifery","B770","Medical nursing","2018/20195Female + Male10007856B770","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-04","Nursing and midwifery","B771","Critical care nursing","2018/20195Female + Male10007856B771","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-04","Nursing and midwifery","B772","Surgical nursing","2018/20195Female + Male10007856B772","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-04","Nursing and midwifery","B773","Emergency nursing","2018/20195Female + Male10007856B773",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E46, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-04","Nursing and midwifery","B790","Nursing not elsewhere classified","2018/20195Female + Male10007856B790","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-05","Medical sciences","B100","Anatomy, physiology & pathology","2018/20195Female + Male10007856B100","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-05","Medical sciences","B110","Anatomy","2018/20195Female + Male10007856B110","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-05","Medical sciences","B120","Physiology","2018/20195Female + Male10007856B120","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-05","Medical sciences","B121","Clinical physiology","2018/20195Female + Male10007856B121","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-05","Medical sciences","B130","Pathology","2018/20195Female + Male10007856B130","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-05","Medical sciences","B131","Cellular pathology","2018/20195Female + Male10007856B131","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-05","Medical sciences","B132","Pathobiology","2018/20195Female + Male10007856B132","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-05","Medical sciences","B140","Neuroscience","2018/20195Female + Male10007856B140","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-05","Medical sciences","B190","Anatomy, physiology & pathology not elsewhere classified","2018/20195Female + Male10007856B190",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E56, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-05","Medical sciences","B610","Audiology","2018/20195Female + Male10007856B610","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-05","Medical sciences","B800","Medical technology","2018/20195Female + Male10007856B800","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-05","Medical sciences","B810","Cardiography","2018/20195Female + Male10007856B810","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-05","Medical sciences","B821","Radiography, diagnostic","2018/20195Female + Male10007856B821","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-05","Medical sciences","B822","Radiography, therapeutic","2018/20195Female + Male10007856B822","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-05","Medical sciences","B890","Medical technology not elsewhere classified","2018/20195Female + Male10007856B890","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-05","Medical sciences","I510","Health technologies","2018/20195Female + Male10007856I510","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-06","Allied health","B000","Subjects allied to medicine","2018/20195Female + Male10007856B000","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-06","Allied health","B160","Physiotherapy","2018/20195Female + Male10007856B160","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-06","Allied health","B170","Podiatry","2018/20195Female + Male10007856B170",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E66, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-06","Allied health","B290","Pharmacology, toxicology & pharmacy not elsewhere classified","2018/20195Female + Male10007856B290","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-06","Allied health","B300","Complementary medicines, therapies & well-being","2018/20195Female + Male10007856B300","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-06","Allied health","B310","Osteopathy","2018/20195Female + Male10007856B310","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-06","Allied health","B320","Chiropractic","2018/20195Female + Male10007856B320","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-06","Allied health","B340","Alternative medicine & therapies","2018/20195Female + Male10007856B340","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-06","Allied health","B341","Chinese","2018/20195Female + Male10007856B341","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-06","Allied health","B342","Herbalism","2018/20195Female + Male10007856B342","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-06","Allied health","B343","Acupuncture","2018/20195Female + Male10007856B343","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-06","Allied health","B344","Aromatherapy","2018/20195Female + Male10007856B344","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-06","Allied health","B390","Complementary medicines, therapies & well-being not elsewhere classified","2018/20195Female + Male10007856B390",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E76, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-06","Allied health","B400","Nutrition","2018/20195Female + Male10007856B400","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-06","Allied health","B410","Dietetics","2018/20195Female + Male10007856B410","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-06","Allied health","B490","Nutrition not elsewhere classified","2018/20195Female + Male10007856B490","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-06","Allied health","B500","Ophthalmics","2018/20195Female + Male10007856B500","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-06","Allied health","B510","Optometry",{"$f":"$E$7&$E$8&$E$9&$E$10&C81","v":"2018/20195Female + Male10007856B510"},"-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-06","Allied health","B520","Orthoptics","2018/20195Female + Male10007856B520","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-06","Allied health","B600","Aural & oral sciences","2018/20195Female + Male10007856B600","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-06","Allied health","B620","Speech science","2018/20195Female + Male10007856B620","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-06","Allied health","B630","Language pathology","2018/20195Female + Male10007856B630","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-06","Allied health","B690","Aural & oral sciences not elsewhere classified","2018/20195Female + Male10007856B690",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E86, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-06","Allied health","B900","Others in subjects allied to medicine","2018/20195Female + Male10007856B900","c","c","c","c","c","c","c","c","c","c","c","c","c","c"]
["CAH02-06","Allied health","B910","Environmental health","2018/20195Female + Male10007856B910","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-06","Allied health","B920","Occupational health","2018/20195Female + Male10007856B920","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-06","Allied health","B930","Occupational therapy","2018/20195Female + Male10007856B930","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-06","Allied health","B940","Counselling","2018/20195Female + Male10007856B940","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-06","Allied health","B950","Paramedical science","2018/20195Female + Male10007856B950","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-06","Allied health","B990","Subjects allied to medicine not elsewhere classified","2018/20195Female + Male10007856B990","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-06","Allied health","C843","Counselling psychology","2018/20195Female + Male10007856C843","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH02-06","Allied health","C844","Psychotherapy","2018/20195Female + Male10007856C844","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH03-01","Biosciences","C000","Biological sciences","2018/20195Female + Male10007856C000",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E96, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH03-01","Biosciences","C100","Biology","2018/20195Female + Male10007856C100",25,0,0,25,0,4.3,52.2,82.6,95.7,43.5,10,22200,24100,30700]
["CAH03-01","Biosciences","C110","Applied biology","2018/20195Female + Male10007856C110","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH03-01","Biosciences","C111","Parasitology","2018/20195Female + Male10007856C111","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH03-01","Biosciences","C120","Behavioural biology","2018/20195Female + Male10007856C120",10,0,0,10,8.3000000000000007,0,75,83.3,91.7,16.7,"c","c","c","c"]
["CAH03-01","Biosciences","C130","Cell biology","2018/20195Female + Male10007856C130","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH03-01","Biosciences","C131","Applied cell biology","2018/20195Female + Male10007856C131","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH03-01","Biosciences","C140","Developmental/Reproductive biology","2018/20195Female + Male10007856C140","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH03-01","Biosciences","C141","Developmental biology","2018/20195Female + Male10007856C141","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH03-01","Biosciences","C142","Reproductive biology","2018/20195Female + Male10007856C142","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH03-01","Biosciences","C150","Environmental biology","2018/20195Female + Male10007856C150",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E106, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"c"},"c","c","c","c","c","c","c","c","c","c","c","c","c"]
["CAH03-01","Biosciences","C160","Marine/Freshwater biology","2018/20195Female + Male10007856C160",25,0,0,25,16,4,76,80,80,4,20,20400,23200,27000]
["CAH03-01","Biosciences","C161","Marine biology","2018/20195Female + Male10007856C161","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH03-01","Biosciences","C162","Freshwater biology","2018/20195Female + Male10007856C162","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH03-01","Biosciences","C180","Ecology","2018/20195Female + Male10007856C180","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH03-01","Biosciences","C181","Biodiversity","2018/20195Female + Male10007856C181","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH03-01","Biosciences","C182","Evolution","2018/20195Female + Male10007856C182","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH03-01","Biosciences","C184","Conservation ecology","2018/20195Female + Male10007856C184","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH03-01","Biosciences","C190","Biology not elsewhere classified","2018/20195Female + Male10007856C190","c","c","c","c","c","c","c","c","c","c","c","c","c","c"]
["CAH03-01","Biosciences","C191","Biometry","2018/20195Female + Male10007856C191","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH03-01","Biosciences","C200","Botany","2018/20195Female + Male10007856C200",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E116, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH03-01","Biosciences","C240","Plant cell science","2018/20195Female + Male10007856C240","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH03-01","Biosciences","C300","Zoology","2018/20195Female + Male10007856C300",25,0,0,25,15.7,2,62.7,78.400000000000006,82.4,19.600000000000001,15,16400,21200,24600]
["CAH03-01","Biosciences","C310","Applied zoology","2018/20195Female + Male10007856C310","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH03-01","Biosciences","C340","Entomology","2018/20195Female + Male10007856C340","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH03-01","Biosciences","C350","Marine zoology","2018/20195Female + Male10007856C350","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH03-01","Biosciences","C400","Genetics","2018/20195Female + Male10007856C400",10,0,0,10,4.3,21.7,60.9,69.599999999999994,73.900000000000006,13,"c","c","c","c"]
["CAH03-01","Biosciences","C410","Applied genetics","2018/20195Female + Male10007856C410","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH03-01","Biosciences","C420","Human genetics","2018/20195Female + Male10007856C420","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH03-01","Biosciences","C430","Medical & veterinary genetics","2018/20195Female + Male10007856C430","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH03-01","Biosciences","C431","Medical genetics","2018/20195Female + Male10007856C431",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E126, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH03-01","Biosciences","C440","Molecular genetics","2018/20195Female + Male10007856C440","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH03-01","Biosciences","C490","Genetics not elsewhere classified","2018/20195Female + Male10007856C490","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH03-01","Biosciences","C500","Microbiology","2018/20195Female + Male10007856C500","c","c","c","c","c","c","c","c","c","c","c","c","c","c"]
["CAH03-01","Biosciences","C510","Applied microbiology","2018/20195Female + Male10007856C510","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH03-01","Biosciences","C520","Medical & veterinary microbiology","2018/20195Female + Male10007856C520","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH03-01","Biosciences","C521","Medical microbiology","2018/20195Female + Male10007856C521","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH03-01","Biosciences","C530","Bacteriology","2018/20195Female + Male10007856C530","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH03-01","Biosciences","C540","Virology","2018/20195Female + Male10007856C540","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH03-01","Biosciences","C550","Immunology","2018/20195Female + Male10007856C550","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH03-01","Biosciences","C570","Serology","2018/20195Female + Male10007856C570",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E136, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH03-01","Biosciences","C590","Microbiology not elsewhere classified","2018/20195Female + Male10007856C590","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH03-01","Biosciences","C700","Molecular biology, biophysics & biochemistry","2018/20195Female + Male10007856C700","c","c","c","c","c","c","c","c","c","c","c","c","c","c"]
["CAH03-01","Biosciences","C710","Applied molecular biology, biophysics & biochemistry","2018/20195Female + Male10007856C710","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH03-01","Biosciences","C720","Biological chemistry","2018/20195Female + Male10007856C720","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH03-01","Biosciences","C730","Metabolic biochemistry","2018/20195Female + Male10007856C730","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH03-01","Biosciences","C740","Medical & veterinary biochemistry","2018/20195Female + Male10007856C740","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH03-01","Biosciences","C741","Medical biochemistry","2018/20195Female + Male10007856C741","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH03-01","Biosciences","C760","Biomolecular science","2018/20195Female + Male10007856C760","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH03-01","Biosciences","C790","Molecular biology, biophysics & biochemistry not elsewhere classified",{"$f":"$E$7&$E$8&$E$9&$E$10&C145","v":"2018/20195Female + Male10007856C790"},"-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH03-01","Biosciences","C900","Others in Biological Sciences","2018/20195Female + Male10007856C900",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E146, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH03-01","Biosciences","C910","Applied biological sciences","2018/20195Female + Male10007856C910","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH03-01","Biosciences","C990","Biological sciences not elsewhere classified","2018/20195Female + Male10007856C990","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH03-02","Sport and exercise sciences","C600","Sport & exercise science","2018/20195Female + Male10007856C600",65,0,0,65,6,7.5,73.099999999999994,84.3,86.6,13.4,50,20100,23000,28100]
["CAH03-02","Sport and exercise sciences","C610","Sport coaching","2018/20195Female + Male10007856C610","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH03-02","Sport and exercise sciences","C620","Sport development","2018/20195Female + Male10007856C620","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH03-02","Sport and exercise sciences","C630","Sport conditioning, rehabilitation & therapy","2018/20195Female + Male10007856C630","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH03-02","Sport and exercise sciences","C640","Sport studies","2018/20195Female + Male10007856C640","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH03-02","Sport and exercise sciences","C650","Sport technology","2018/20195Female + Male10007856C650","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH03-02","Sport and exercise sciences","C690","Sport & exercise science not elsewhere classified","2018/20195Female + Male10007856C690","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH04-01","Psychology","C800","Psychology","2018/20195Female + Male10007856C800",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E156, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":50},0,0,50,3.1,7.3,67.7,88.5,89.6,21.9,30,16100,20400,25900]
["CAH04-01","Psychology","C810","Applied psychology","2018/20195Female + Male10007856C810","c","c","c","c","c","c","c","c","c","c","c","c","c","c"]
["CAH04-01","Psychology","C812","Educational psychology","2018/20195Female + Male10007856C812","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH04-01","Psychology","C813","Sport psychology","2018/20195Female + Male10007856C813","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH04-01","Psychology","C815","Business psychology","2018/20195Female + Male10007856C815","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH04-01","Psychology","C816","Forensic psychology","2018/20195Female + Male10007856C816","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH04-01","Psychology","C820","Developmental psychology","2018/20195Female + Male10007856C820","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH04-01","Psychology","C821","Child psychology","2018/20195Female + Male10007856C821","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH04-01","Psychology","C830","Methodological & conceptual issues in psychology","2018/20195Female + Male10007856C830","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH04-01","Psychology","C840","Psychology in health & medicine","2018/20195Female + Male10007856C840","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH04-01","Psychology","C841","Health psychology","2018/20195Female + Male10007856C841",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E166, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH04-01","Psychology","C842","Clinical psychology","2018/20195Female + Male10007856C842","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH04-01","Psychology","C845","Clinical neuropsychology","2018/20195Female + Male10007856C845","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH04-01","Psychology","C847","Psychoanalytical studies","2018/20195Female + Male10007856C847","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH04-01","Psychology","C848","Psychology of mental health","2018/20195Female + Male10007856C848","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH04-01","Psychology","C850","Cognitive & affective psychology","2018/20195Female + Male10007856C850","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH04-01","Psychology","C852","Psychology of communication","2018/20195Female + Male10007856C852","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH04-01","Psychology","C856","Experimental psychology","2018/20195Female + Male10007856C856","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH04-01","Psychology","C860","Psychobiology","2018/20195Female + Male10007856C860","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH04-01","Psychology","C861","Cognitive neuroscience","2018/20195Female + Male10007856C861","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH04-01","Psychology","C862","Affective neuroscience","2018/20195Female + Male10007856C862",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E176, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH04-01","Psychology","C880","Social psychology","2018/20195Female + Male10007856C880","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH04-01","Psychology","C890","Psychology not elsewhere classified","2018/20195Female + Male10007856C890","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH05-01","Veterinary sciences","C522","Veterinary microbiology","2018/20195Female + Male10007856C522","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH05-01","Veterinary sciences","D100","Pre-clinical veterinary medicine","2018/20195Female + Male10007856D100","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH05-01","Veterinary sciences","D200","Clinical veterinary medicine & dentistry","2018/20195Female + Male10007856D200","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH05-01","Veterinary sciences","D210","Clinical veterinary medicine","2018/20195Female + Male10007856D210","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH05-01","Veterinary sciences","D220","Clinical veterinary dentistry","2018/20195Female + Male10007856D220","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH05-01","Veterinary sciences","D310","Veterinary nursing","2018/20195Female + Male10007856D310","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH05-01","Veterinary sciences","D900","Others in veterinary sciences, agriculture & related subjects","2018/20195Female + Male10007856D900","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH06-01","Agriculture, food and related studies","C865","Animal psychology","2018/20195Female + Male10007856C865",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E186, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH06-01","Agriculture, food and related studies","D300","Animal science","2018/20195Female + Male10007856D300",15,2.4,6.8,15,22.5,0,45,62.5,77.5,32.5,"c","c","c","c"]
["CAH06-01","Agriculture, food and related studies","D320","Animal health","2018/20195Female + Male10007856D320","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH06-01","Agriculture, food and related studies","D321","Animal anatomy","2018/20195Female + Male10007856D321","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH06-01","Agriculture, food and related studies","D323","Animal pathology","2018/20195Female + Male10007856D323","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH06-01","Agriculture, food and related studies","D328","Animal welfare","2018/20195Female + Male10007856D328","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH06-01","Agriculture, food and related studies","D390","Animal sciences not elsewhere classified","2018/20195Female + Male10007856D390","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH06-01","Agriculture, food and related studies","D400","Agriculture","2018/20195Female + Male10007856D400",15,9.3000000000000007,0,15,7.7,0,87.2,92.3,92.3,5.0999999999999996,"c","c","c","c"]
["CAH06-01","Agriculture, food and related studies","D410","Arable & fruit farming","2018/20195Female + Male10007856D410","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH06-01","Agriculture, food and related studies","D414","Crop protection","2018/20195Female + Male10007856D414","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH06-01","Agriculture, food and related studies","D415","Crop production","2018/20195Female + Male10007856D415",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E196, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH06-01","Agriculture, food and related studies","D417","Amenity horticulture","2018/20195Female + Male10007856D417","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH06-01","Agriculture, food and related studies","D418","Exotic plants & crops","2018/20195Female + Male10007856D418","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH06-01","Agriculture, food and related studies","D420","Livestock","2018/20195Female + Male10007856D420","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH06-01","Agriculture, food and related studies","D422","Equine studies","2018/20195Female + Male10007856D422",25,0,0,25,8.3000000000000007,8.3000000000000007,68.8,83.3,83.3,14.6,15,10700,15300,24800]
["CAH06-01","Agriculture, food and related studies","D430","Fish farming","2018/20195Female + Male10007856D430","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH06-01","Agriculture, food and related studies","D435","Aquaculture","2018/20195Female + Male10007856D435","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH06-01","Agriculture, food and related studies","D440","Rural estate management","2018/20195Female + Male10007856D440","c","c","c","c","c","c","c","c","c","c","c","c","c","c"]
["CAH06-01","Agriculture, food and related studies","D441","Farm management","2018/20195Female + Male10007856D441","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH06-01","Agriculture, food and related studies","D444","Land management for recreation","2018/20195Female + Male10007856D444","c","c","c","c","c","c","c","c","c","c","c","c","c","c"]
["CAH06-01","Agriculture, food and related studies","D446","Wilderness management","2018/20195Female + Male10007856D446",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E206, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH06-01","Agriculture, food and related studies","D447","Environmental conservation","2018/20195Female + Male10007856D447",15,0,0,15,11.8,0,76.5,88.2,88.2,11.8,15,16100,17500,21900]
["CAH06-01","Agriculture, food and related studies","D450","International agriculture","2018/20195Female + Male10007856D450","c","c","c","c","c","c","c","c","c","c","c","c","c","c"]
["CAH06-01","Agriculture, food and related studies","D460","Organic farming",{"$f":"$E$7&$E$8&$E$9&$E$10&C209","v":"2018/20195Female + Male10007856D460"},"-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH06-01","Agriculture, food and related studies","D470","Agricultural technology","2018/20195Female + Male10007856D470","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH06-01","Agriculture, food and related studies","D471","Agricultural machinery","2018/20195Female + Male10007856D471","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH06-01","Agriculture, food and related studies","D490","Agriculture not elsewhere classified","2018/20195Female + Male10007856D490","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH06-01","Agriculture, food and related studies","D500","Forestry & arboriculture","2018/20195Female + Male10007856D500","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH06-01","Agriculture, food and related studies","D517","Community forestry","2018/20195Female + Male10007856D517","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH06-01","Agriculture, food and related studies","D540","Forestry technology","2018/20195Female + Male10007856D540","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH06-01","Agriculture, food and related studies","D600","Food & beverage studies","2018/20195Female + Male10007856D600",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E216, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH06-01","Agriculture, food and related studies","D610","Food science","2018/20195Female + Male10007856D610","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH06-01","Agriculture, food and related studies","D630","Food & beverage production","2018/20195Female + Male10007856D630","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH06-01","Agriculture, food and related studies","D633","Food & beverage technology","2018/20195Female + Male10007856D633","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH06-01","Agriculture, food and related studies","D634","Industrial baking","2018/20195Female + Male10007856D634","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH06-01","Agriculture, food and related studies","D635","Industrial brewing","2018/20195Female + Male10007856D635","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH06-01","Agriculture, food and related studies","D640","Food & beverages for the consumer","2018/20195Female + Male10007856D640","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH06-01","Agriculture, food and related studies","D690","Food & beverage studies not elsewhere classified","2018/20195Female + Male10007856D690","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH06-01","Agriculture, food and related studies","D700","Agricultural sciences","2018/20195Female + Male10007856D700","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH07-01","Physics and astronomy","F300","Physics","2018/20195Female + Male10007856F300",35,0,0,35,4.2,9.4,60.4,79.2,86.3,25.9,20,19300,22300,27400]
["CAH07-01","Physics and astronomy","F310","Applied physics","2018/20195Female + Male10007856F310",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E226, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH07-01","Physics and astronomy","F311","Engineering physics","2018/20195Female + Male10007856F311","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH07-01","Physics and astronomy","F320","Chemical physics","2018/20195Female + Male10007856F320","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH07-01","Physics and astronomy","F330","Environmental physics","2018/20195Female + Male10007856F330","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH07-01","Physics and astronomy","F331","Atmospheric physics","2018/20195Female + Male10007856F331","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH07-01","Physics and astronomy","F340","Mathematical & theoretical physics","2018/20195Female + Male10007856F340","c","c","c","c","c","c","c","c","c","c","z","z","z","z"]
["CAH07-01","Physics and astronomy","F343","Computational physics","2018/20195Female + Male10007856F343","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH07-01","Physics and astronomy","F350","Medical physics","2018/20195Female + Male10007856F350","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH07-01","Physics and astronomy","F351","Radiation physics","2018/20195Female + Male10007856F351","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH07-01","Physics and astronomy","F360","Optical physics","2018/20195Female + Male10007856F360","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH07-01","Physics and astronomy","F361","Laser physics","2018/20195Female + Male10007856F361",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E236, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH07-01","Physics and astronomy","F370","Nuclear & particle physics","2018/20195Female + Male10007856F370","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH07-01","Physics and astronomy","F390","Physics not elsewhere classified","2018/20195Female + Male10007856F390","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH07-01","Physics and astronomy","F500","Astronomy","2018/20195Female + Male10007856F500","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH07-01","Physics and astronomy","F510","Astrophysics","2018/20195Female + Male10007856F510",15,0,0,15,0,0,53.8,84.6,100,46.2,"c","c","c","c"]
["CAH07-01","Physics and astronomy","F520","Space & planetary sciences","2018/20195Female + Male10007856F520","c","c","c","c","c","c","c","c","c","c","c","c","c","c"]
["CAH07-01","Physics and astronomy","F521","Space science","2018/20195Female + Male10007856F521","c","c","c","c","c","c","c","c","c","c","c","c","c","c"]
["CAH07-01","Physics and astronomy","F522","Planetary science","2018/20195Female + Male10007856F522","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH07-01","Physics and astronomy","F540","Astronomy observation","2018/20195Female + Male10007856F540","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH07-01","Physics and astronomy","F590","Astronomy not elsewhere classified","2018/20195Female + Male10007856F590","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH07-01","Physics and astronomy","H140","Mechanics","2018/20195Female + Male10007856H140",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E246, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH07-02","Chemistry","F100","Chemistry","2018/20195Female + Male10007856F100","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH07-02","Chemistry","F110","Applied chemistry","2018/20195Female + Male10007856F110","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH07-02","Chemistry","F111","Industrial chemistry","2018/20195Female + Male10007856F111","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH07-02","Chemistry","F112","Colour chemistry","2018/20195Female + Male10007856F112","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH07-02","Chemistry","F120","Inorganic chemistry","2018/20195Female + Male10007856F120","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH07-02","Chemistry","F130","Structural chemistry","2018/20195Female + Male10007856F130","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH07-02","Chemistry","F131","Crystallography","2018/20195Female + Male10007856F131","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH07-02","Chemistry","F140","Environmental chemistry","2018/20195Female + Male10007856F140","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH07-02","Chemistry","F141","Marine chemistry","2018/20195Female + Male10007856F141","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH07-02","Chemistry","F150","Medicinal chemistry","2018/20195Female + Male10007856F150",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E256, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH07-02","Chemistry","F151","Pharmaceutical chemistry","2018/20195Female + Male10007856F151","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH07-02","Chemistry","F160","Organic chemistry","2018/20195Female + Male10007856F160","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH07-02","Chemistry","F162","Polymer chemistry","2018/20195Female + Male10007856F162","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH07-02","Chemistry","F163","Bio-organic chemistry","2018/20195Female + Male10007856F163","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH07-02","Chemistry","F165","Biomolecular chemistry","2018/20195Female + Male10007856F165","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH07-02","Chemistry","F170","Physical chemistry","2018/20195Female + Male10007856F170","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH07-02","Chemistry","F180","Analytical chemistry","2018/20195Female + Male10007856F180","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH07-02","Chemistry","F190","Chemistry not elsewhere classified","2018/20195Female + Male10007856F190","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH07-04","General, applied and forensic sciences","F000","Physical sciences","2018/20195Female + Male10007856F000","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH07-04","General, applied and forensic sciences","F400","Forensic & archaeological sciences","2018/20195Female + Male10007856F400",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E266, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH07-04","General, applied and forensic sciences","F410","Forensic science","2018/20195Female + Male10007856F410","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH07-04","General, applied and forensic sciences","F420","Archaeological science","2018/20195Female + Male10007856F420","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH07-04","General, applied and forensic sciences","F490","Forensic & archaeological sciences not elsewhere classified","2018/20195Female + Male10007856F490","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH07-04","General, applied and forensic sciences","F900","Others in physical sciences","2018/20195Female + Male10007856F900",20,0,0,20,14.3,4.8,66.7,81,81,14.3,15,17500,23900,25600]
["CAH07-04","General, applied and forensic sciences","F990","Physical sciences not elsewhere classified","2018/20195Female + Male10007856F990","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH09-01","Mathematical sciences","G010","Mathematical science","2018/20195Female + Male10007856G010","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH09-01","Mathematical sciences","G100","Mathematics",{"$f":"$E$7&$E$8&$E$9&$E$10&C273","v":"2018/20195Female + Male10007856G100"},55,3.6,0,55,6.5,1.9,83.6,89.2,91.7,8,45,25200,{"$f":"IFERROR(INDEX(underlying_data, MATCH($E273, underlying_lookup, 0), MATCH(R$14, underlying_cols, 0)),\"-\")","v":28800},39100]
["CAH09-01","Mathematical sciences","G110","Pure mathematics","2018/20195Female + Male10007856G110","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH09-01","Mathematical sciences","G120","Applied mathematics","2018/20195Female + Male10007856G120","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH09-01","Mathematical sciences","G130","Mathematical methods","2018/20195Female + Male10007856G130",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E276, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH09-01","Mathematical sciences","G140","Numerical analysis","2018/20195Female + Male10007856G140","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH09-01","Mathematical sciences","G150","Mathematical modelling","2018/20195Female + Male10007856G150","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH09-01","Mathematical sciences","G160","Engineering/industrial mathematics","2018/20195Female + Male10007856G160","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH09-01","Mathematical sciences","G170","Computational mathematics","2018/20195Female + Male10007856G170","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH09-01","Mathematical sciences","G190","Mathematics not elsewhere classified","2018/20195Female + Male10007856G190","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH09-01","Mathematical sciences","G200","Operational research","2018/20195Female + Male10007856G200","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH09-01","Mathematical sciences","G290","Operational research not elsewhere classified","2018/20195Female + Male10007856G290","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH09-01","Mathematical sciences","G300","Statistics","2018/20195Female + Male10007856G300","c","c","c","c","c","c","c","c","c","c","c","c","c","c"]
["CAH09-01","Mathematical sciences","G310","Applied statistics","2018/20195Female + Male10007856G310","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH09-01","Mathematical sciences","G320","Probability","2018/20195Female + Male10007856G320",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E286, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH09-01","Mathematical sciences","G350","Mathematical statistics","2018/20195Female + Male10007856G350","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH09-01","Mathematical sciences","G390","Statistics not elsewhere classified","2018/20195Female + Male10007856G390","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH09-01","Mathematical sciences","G900","Others in mathematical sciences","2018/20195Female + Male10007856G900","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH09-01","Mathematical sciences","G910","Others in Mathematical Sciences","2018/20195Female + Male10007856G910","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","B830","Biomechanics & prosthetics (non-clinical)","2018/20195Female + Male10007856B830","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","B840","Dental technology","2018/20195Female + Male10007856B840","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H000","Engineering","2018/20195Female + Male10007856H000","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H100","General engineering","2018/20195Female + Male10007856H100","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H110","Integrated engineering","2018/20195Female + Male10007856H110","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H120","Safety engineering","2018/20195Female + Male10007856H120",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E296, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H121","Fire safety engineering","2018/20195Female + Male10007856H121","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H123","Public health engineering","2018/20195Female + Male10007856H123","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H130","Computer-aided engineering","2018/20195Female + Male10007856H130","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H131","Automated engineering design","2018/20195Female + Male10007856H131","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H150","Engineering design","2018/20195Female + Male10007856H150","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H160","Bioengineering, biomedical engineering & clinical engineering","2018/20195Female + Male10007856H160","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H161","Biomaterials","2018/20195Female + Male10007856H161","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H164","Rehabilitation engineering","2018/20195Female + Male10007856H164","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H165","Tissue engineering & regenerative medicine","2018/20195Female + Male10007856H165","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H168","Medical devices & instrumentation","2018/20195Female + Male10007856H168",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E306, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H190","General engineering not elsewhere classified","2018/20195Female + Male10007856H190","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H200","Civil engineering","2018/20195Female + Male10007856H200","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H210","Structural engineering","2018/20195Female + Male10007856H210","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H220","Environmental engineering","2018/20195Female + Male10007856H220","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H221","Energy resources","2018/20195Female + Male10007856H221","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H230","Transport engineering","2018/20195Female + Male10007856H230","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H231","Permanent way engineering","2018/20195Female + Male10007856H231","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H240","Surveying science","2018/20195Female + Male10007856H240","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H242","Engineering surveying","2018/20195Female + Male10007856H242","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H290","Civil engineering not elsewhere classified","2018/20195Female + Male10007856H290",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E316, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H300","Mechanical engineering","2018/20195Female + Male10007856H300","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H330","Automotive engineering","2018/20195Female + Male10007856H330","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H331","Road vehicle engineering","2018/20195Female + Male10007856H331","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H340","Acoustics & vibration","2018/20195Female + Male10007856H340","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H341","Acoustics","2018/20195Female + Male10007856H341","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H360","Electromechanical engineering","2018/20195Female + Male10007856H360","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H390","Mechanical engineering not elsewhere classified","2018/20195Female + Male10007856H390","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H400","Aerospace engineering","2018/20195Female + Male10007856H400","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H410","Aeronautical engineering","2018/20195Female + Male10007856H410","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H411","Air passenger transport engineering","2018/20195Female + Male10007856H411",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E326, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H430","Avionics","2018/20195Female + Male10007856H430","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H440","Aerodynamics","2018/20195Female + Male10007856H440","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H460","Aviation studies","2018/20195Female + Male10007856H460","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H490","Aerospace engineering not elsewhere classified","2018/20195Female + Male10007856H490","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H500","Naval architecture","2018/20195Female + Male10007856H500","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H510","Shipbuilding","2018/20195Female + Male10007856H510","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H520","Ship design","2018/20195Female + Male10007856H520","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H600","Electronic & electrical engineering","2018/20195Female + Male10007856H600","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H610","Electronic engineering","2018/20195Female + Male10007856H610","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H611","Microelectronic engineering","2018/20195Female + Male10007856H611",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E336, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H612","Integrated circuit design",{"$f":"$E$7&$E$8&$E$9&$E$10&C337","v":"2018/20195Female + Male10007856H612"},"-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H620","Electrical engineering","2018/20195Female + Male10007856H620",15,0,0,15,7.1,14.3,71.400000000000006,78.599999999999994,78.599999999999994,7.1,"c","c","c","c"]
["CAH10-01","Engineering","H630","Electrical power","2018/20195Female + Male10007856H630","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H631","Electrical power generation","2018/20195Female + Male10007856H631","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H640","Communications engineering","2018/20195Female + Male10007856H640","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H641","Telecommunications engineering","2018/20195Female + Male10007856H641","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H642","Broadcast engineering","2018/20195Female + Male10007856H642","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H643","Satellite engineering","2018/20195Female + Male10007856H643","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H650","Systems engineering","2018/20195Female + Male10007856H650","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H651","Digital circuit engineering","2018/20195Female + Male10007856H651",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E346, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H660","Control systems","2018/20195Female + Male10007856H660","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H661","Instrumentation control","2018/20195Female + Male10007856H661","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H670","Robotics & cybernetics","2018/20195Female + Male10007856H670","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H671","Robotics","2018/20195Female + Male10007856H671","c","c","c","c","c","c","c","c","c","c","c","c","c","c"]
["CAH10-01","Engineering","H672","Cybernetics","2018/20195Female + Male10007856H672","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H674","Virtual reality engineering","2018/20195Female + Male10007856H674","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H680","Optoelectronic engineering","2018/20195Female + Male10007856H680","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H690","Electronic & electrical engineering not elsewhere classified","2018/20195Female + Male10007856H690","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H700","Production & manufacturing engineering","2018/20195Female + Male10007856H700","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H710","Manufacturing systems engineering","2018/20195Female + Male10007856H710",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E356, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H711","Manufacturing systems design","2018/20195Female + Male10007856H711","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H720","Quality assurance engineering","2018/20195Female + Male10007856H720","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H730","Mechatronics","2018/20195Female + Male10007856H730","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H790","Production & manufacturing engineering not elsewhere classified","2018/20195Female + Male10007856H790","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H800","Chemical, process & energy engineering","2018/20195Female + Male10007856H800","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H810","Chemical engineering","2018/20195Female + Male10007856H810","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H811","Biochemical engineering","2018/20195Female + Male10007856H811","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H812","Pharmaceutical engineering","2018/20195Female + Male10007856H812","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H821","Nuclear engineering","2018/20195Female + Male10007856H821","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H830","Chemical process engineering","2018/20195Female + Male10007856H830",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E366, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H831","Bioprocess engineering","2018/20195Female + Male10007856H831","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H840","Gas engineering","2018/20195Female + Male10007856H840","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H850","Petroleum engineering","2018/20195Female + Male10007856H850","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H890","Chemical, process & energy engineering not elsewhere classified","2018/20195Female + Male10007856H890","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H900","Others in engineering","2018/20195Female + Male10007856H900","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","H990","Engineering not elsewhere classified","2018/20195Female + Male10007856H990","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","J440","Clothing production","2018/20195Female + Male10007856J440","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","J445","Footwear production","2018/20195Female + Male10007856J445","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-01","Engineering","J750","Medical biotechnology","2018/20195Female + Male10007856J750","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-03","Materials and technology","C230","Plant biotechnology","2018/20195Female + Male10007856C230",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E376, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-03","Materials and technology","F200","Materials science","2018/20195Female + Male10007856F200","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-03","Materials and technology","F290","Materials science not elsewhere classified","2018/20195Female + Male10007856F290","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-03","Materials and technology","J000","Technologies","2018/20195Female + Male10007856J000","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-03","Materials and technology","J100","Minerals technology","2018/20195Female + Male10007856J100","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-03","Materials and technology","J110","Mining","2018/20195Female + Male10007856J110","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-03","Materials and technology","J120","Quarrying","2018/20195Female + Male10007856J120","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-03","Materials and technology","J150","Minerals surveying","2018/20195Female + Male10007856J150","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-03","Materials and technology","J200","Metallurgy","2018/20195Female + Male10007856J200","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-03","Materials and technology","J220","Metallic fabrication","2018/20195Female + Male10007856J220","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-03","Materials and technology","J300","Ceramics & glass","2018/20195Female + Male10007856J300",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E386, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-03","Materials and technology","J400","Polymers & textiles","2018/20195Female + Male10007856J400","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-03","Materials and technology","J410","Polymers technology","2018/20195Female + Male10007856J410","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-03","Materials and technology","J411","Plastics","2018/20195Female + Male10007856J411","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-03","Materials and technology","J420","Textiles technology","2018/20195Female + Male10007856J420","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-03","Materials and technology","J430","Leather technology","2018/20195Female + Male10007856J430","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-03","Materials and technology","J490","Polymers & textiles not elsewhere classified","2018/20195Female + Male10007856J490","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-03","Materials and technology","J500","Materials technology not otherwise specified","2018/20195Female + Male10007856J500","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-03","Materials and technology","J510","Materials technology","2018/20195Female + Male10007856J510","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-03","Materials and technology","J511","Engineering materials","2018/20195Female + Male10007856J511","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-03","Materials and technology","J513","Furniture technology","2018/20195Female + Male10007856J513",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E396, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-03","Materials and technology","J520","Printing","2018/20195Female + Male10007856J520","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-03","Materials and technology","J530","Gemmology","2018/20195Female + Male10007856J530","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-03","Materials and technology","J600","Maritime technology","2018/20195Female + Male10007856J600","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-03","Materials and technology","J610","Marine technology","2018/20195Female + Male10007856J610","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-03","Materials and technology","J611","Marine navigation",{"$f":"$E$7&$E$8&$E$9&$E$10&C401","v":"2018/20195Female + Male10007856J611"},"-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-03","Materials and technology","J690","Maritime technology not elsewhere classified","2018/20195Female + Male10007856J690","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-03","Materials and technology","J700","Biotechnology","2018/20195Female + Male10007856J700","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-03","Materials and technology","J710","Plant biotechnology (crops, trees, shrubs etc.)","2018/20195Female + Male10007856J710","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-03","Materials and technology","J740","Industrial biotechnology","2018/20195Female + Male10007856J740","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-03","Materials and technology","J790","Biotechnology not elsewhere classified","2018/20195Female + Male10007856J790",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E406, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-03","Materials and technology","J900","Others in technology","2018/20195Female + Male10007856J900","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-03","Materials and technology","J910","Energy technologies","2018/20195Female + Male10007856J910","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-03","Materials and technology","J930","Audio technology","2018/20195Female + Male10007856J930","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-03","Materials and technology","J931","Music recording","2018/20195Female + Male10007856J931","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-03","Materials and technology","J950","Musical instrument technology","2018/20195Female + Male10007856J950","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-03","Materials and technology","J960","Transport logistics","2018/20195Female + Male10007856J960","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-03","Materials and technology","J970","Emergency & disaster technologies","2018/20195Female + Male10007856J970","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH10-03","Materials and technology","J990","Technologies not elsewhere classified","2018/20195Female + Male10007856J990","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH11-01","Computing","I100","Computer science","2018/20195Female + Male10007856I100",25,0,7.9,25,4.3,17.100000000000001,74.3,78.599999999999994,78.599999999999994,4.3,15,21900,35400,43100]
["CAH11-01","Computing","I110","Computer architectures & operating systems","2018/20195Female + Male10007856I110",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E416, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH11-01","Computing","I111","Computer architectures","2018/20195Female + Male10007856I111","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH11-01","Computing","I112","Operating systems","2018/20195Female + Male10007856I112","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH11-01","Computing","I114","High end computing","2018/20195Female + Male10007856I114","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH11-01","Computing","I120","Networks & communications","2018/20195Female + Male10007856I120","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH11-01","Computing","I130","Computational science foundations","2018/20195Female + Male10007856I130","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH11-01","Computing","I140","Human-computer interaction","2018/20195Female + Male10007856I140","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH11-01","Computing","I150","Multimedia computing science","2018/20195Female + Male10007856I150","c","c","c","c","c","c","c","c","c","c","c","c","c","c"]
["CAH11-01","Computing","I160","Internet","2018/20195Female + Male10007856I160","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH11-01","Computing","I161","e-business","2018/20195Female + Male10007856I161","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH11-01","Computing","I190","Computer science not elsewhere classified","2018/20195Female + Male10007856I190",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E426, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH11-01","Computing","I200","Information systems","2018/20195Female + Male10007856I200",20,4.7,0,20,4.9000000000000004,4.9000000000000004,85.3,90.2,90.2,4.9000000000000004,15,18200,24800,29100]
["CAH11-01","Computing","I210","Information modelling","2018/20195Female + Male10007856I210","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH11-01","Computing","I220","Systems design methodologies","2018/20195Female + Male10007856I220","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH11-01","Computing","I230","Systems analysis & design","2018/20195Female + Male10007856I230","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH11-01","Computing","I240","Databases","2018/20195Female + Male10007856I240","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH11-01","Computing","I250","Systems auditing","2018/20195Female + Male10007856I250","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH11-01","Computing","I260","Data management","2018/20195Female + Male10007856I260","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH11-01","Computing","I270","Intelligent & expert systems","2018/20195Female + Male10007856I270","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH11-01","Computing","I290","Systems analysis & design not elsewhere classified","2018/20195Female + Male10007856I290","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH11-01","Computing","I300","Software engineering","2018/20195Female + Male10007856I300",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E436, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":15},0,0,15,7.7,0,92.3,92.3,92.3,0,10,36900,43800,62000]
["CAH11-01","Computing","I310","Software design","2018/20195Female + Male10007856I310","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH11-01","Computing","I320","Programming","2018/20195Female + Male10007856I320","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH11-01","Computing","I390","Software engineering not elsewhere classified","2018/20195Female + Male10007856I390","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH11-01","Computing","I400","Artificial intelligence","2018/20195Female + Male10007856I400","c","c","c","c","c","c","c","c","c","c","c","c","c","c"]
["CAH11-01","Computing","I410","Speech & natural language processing","2018/20195Female + Male10007856I410","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH11-01","Computing","I430","Neural computing","2018/20195Female + Male10007856I430","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH11-01","Computing","I440","Computer vision","2018/20195Female + Male10007856I440","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH11-01","Computing","I450","Cognitive modelling","2018/20195Female + Male10007856I450","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH11-01","Computing","I500","Health informatics","2018/20195Female + Male10007856I500","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH11-01","Computing","I600","Games","2018/20195Female + Male10007856I600",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E446, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH11-01","Computing","I610","Computer games programming","2018/20195Female + Male10007856I610","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH11-01","Computing","I620","Computer games design","2018/20195Female + Male10007856I620","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH11-01","Computing","I630","Computer games graphics","2018/20195Female + Male10007856I630","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH11-01","Computing","I700","Computer generated visual & audio effects","2018/20195Female + Male10007856I700","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH11-01","Computing","I710","Computer generated imagery","2018/20195Female + Male10007856I710","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH11-01","Computing","I900","Others in Computer sciences","2018/20195Female + Male10007856I900","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH11-01","Computing","I990","Computer sciences not elsewhere classified","2018/20195Female + Male10007856I990","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH13-01","Architecture, building and planning","K000","Architecture, building & planning","2018/20195Female + Male10007856K000","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH13-01","Architecture, building and planning","K100","Architecture","2018/20195Female + Male10007856K100","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH13-01","Architecture, building and planning","K110","Architectural design theory","2018/20195Female + Male10007856K110",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E456, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH13-01","Architecture, building and planning","K130","Architectural technology","2018/20195Female + Male10007856K130","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH13-01","Architecture, building and planning","K190","Architecture not elsewhere classified","2018/20195Female + Male10007856K190","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH13-01","Architecture, building and planning","K200","Building","2018/20195Female + Male10007856K200","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH13-01","Architecture, building and planning","K210","Building technology","2018/20195Female + Male10007856K210","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH13-01","Architecture, building and planning","K220","Construction management","2018/20195Female + Male10007856K220","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH13-01","Architecture, building and planning","K230","Building surveying","2018/20195Female + Male10007856K230","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH13-01","Architecture, building and planning","K240","Quantity surveying","2018/20195Female + Male10007856K240","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH13-01","Architecture, building and planning","K250","Conservation of buildings","2018/20195Female + Male10007856K250","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH13-01","Architecture, building and planning","K290","Building not elsewhere classified",{"$f":"$E$7&$E$8&$E$9&$E$10&C465","v":"2018/20195Female + Male10007856K290"},"-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH13-01","Architecture, building and planning","K300","Landscape & garden design","2018/20195Female + Male10007856K300",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E466, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH13-01","Architecture, building and planning","K310","Landscape architecture","2018/20195Female + Male10007856K310","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH13-01","Architecture, building and planning","K320","Landscape studies","2018/20195Female + Male10007856K320","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH13-01","Architecture, building and planning","K330","Landscape design","2018/20195Female + Male10007856K330","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH13-01","Architecture, building and planning","K340","Garden design","2018/20195Female + Male10007856K340","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH13-01","Architecture, building and planning","K341","Garden horticulture","2018/20195Female + Male10007856K341","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH13-01","Architecture, building and planning","K390","Landscape & garden design not elsewhere classified","2018/20195Female + Male10007856K390","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH13-01","Architecture, building and planning","K400","Planning (urban, rural & regional)","2018/20195Female + Male10007856K400","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH13-01","Architecture, building and planning","K410","Regional planning","2018/20195Female + Male10007856K410","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH13-01","Architecture, building and planning","K420","Urban & rural planning","2018/20195Female + Male10007856K420","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH13-01","Architecture, building and planning","K421","Urban planning","2018/20195Female + Male10007856K421",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E476, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH13-01","Architecture, building and planning","K422","Rural planning","2018/20195Female + Male10007856K422","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH13-01","Architecture, building and planning","K430","Planning studies","2018/20195Female + Male10007856K430","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH13-01","Architecture, building and planning","K440","Urban studies","2018/20195Female + Male10007856K440","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH13-01","Architecture, building and planning","K450","Housing","2018/20195Female + Male10007856K450","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH13-01","Architecture, building and planning","K460","Transport planning","2018/20195Female + Male10007856K460","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH13-01","Architecture, building and planning","K490","Planning (urban, rural & regional) not elsewhere classified","2018/20195Female + Male10007856K490","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH13-01","Architecture, building and planning","K900","Others in architecture, building & planning","2018/20195Female + Male10007856K900","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH13-01","Architecture, building and planning","K990","Architecture, building & planning not elsewhere classified","2018/20195Female + Male10007856K990","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH13-01","Architecture, building and planning","N234","Property valuation & auctioneering","2018/20195Female + Male10007856N234","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH15-01","Sociology, social policy and anthropology","L000","Social studies","2018/20195Female + Male10007856L000",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E486, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH15-01","Sociology, social policy and anthropology","L300","Sociology","2018/20195Female + Male10007856L300","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH15-01","Sociology, social policy and anthropology","L310","Applied sociology","2018/20195Female + Male10007856L310","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH15-01","Sociology, social policy and anthropology","L311","Applied criminology","2018/20195Female + Male10007856L311","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH15-01","Sociology, social policy and anthropology","L320","Gender studies","2018/20195Female + Male10007856L320","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH15-01","Sociology, social policy and anthropology","L321","Women's studies","2018/20195Female + Male10007856L321","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH15-01","Sociology, social policy and anthropology","L330","Ethnic studies","2018/20195Female + Male10007856L330","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH15-01","Sociology, social policy and anthropology","L340","Disability in society","2018/20195Female + Male10007856L340","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH15-01","Sociology, social policy and anthropology","L350","Religion in society","2018/20195Female + Male10007856L350","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH15-01","Sociology, social policy and anthropology","L360","Socio-economics","2018/20195Female + Male10007856L360","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH15-01","Sociology, social policy and anthropology","L370","Social theory","2018/20195Female + Male10007856L370",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E496, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH15-01","Sociology, social policy and anthropology","L380","Political sociology","2018/20195Female + Male10007856L380","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH15-01","Sociology, social policy and anthropology","L390","Sociology not elsewhere classified","2018/20195Female + Male10007856L390","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH15-01","Sociology, social policy and anthropology","L391","Sociology of science & technology","2018/20195Female + Male10007856L391","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH15-01","Sociology, social policy and anthropology","L400","Social policy","2018/20195Female + Male10007856L400","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH15-01","Sociology, social policy and anthropology","L420","International social policy","2018/20195Female + Male10007856L420","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH15-01","Sociology, social policy and anthropology","L430","Public policy","2018/20195Female + Male10007856L430","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH15-01","Sociology, social policy and anthropology","L431","Health policy","2018/20195Female + Male10007856L431","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH15-01","Sociology, social policy and anthropology","L432","Welfare policy","2018/20195Female + Male10007856L432","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH15-01","Sociology, social policy and anthropology","L433","Education policy","2018/20195Female + Male10007856L433","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH15-01","Sociology, social policy and anthropology","L435","Security policy","2018/20195Female + Male10007856L435",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E506, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"c"},"c","c","c","c","c","c","c","c","c","c","c","c","c"]
["CAH15-01","Sociology, social policy and anthropology","L436","Emergency services policy","2018/20195Female + Male10007856L436","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH15-01","Sociology, social policy and anthropology","L437","Criminal justice policy","2018/20195Female + Male10007856L437","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH15-01","Sociology, social policy and anthropology","L490","Social policy not elsewhere classified","2018/20195Female + Male10007856L490","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH15-01","Sociology, social policy and anthropology","L600","Anthropology","2018/20195Female + Male10007856L600","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH15-01","Sociology, social policy and anthropology","L610","Social & cultural anthropology","2018/20195Female + Male10007856L610","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH15-01","Sociology, social policy and anthropology","L611","Criminological theory","2018/20195Female + Male10007856L611",25,4.3,0,20,6,2.2000000000000002,74.599999999999994,91.8,91.8,17.2,15,19300,22300,28800]
["CAH15-01","Sociology, social policy and anthropology","L620","Physical & biological anthropology","2018/20195Female + Male10007856L620","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH15-01","Sociology, social policy and anthropology","L800","Development studies","2018/20195Female + Male10007856L800","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH15-01","Sociology, social policy and anthropology","L900","Others in social studies","2018/20195Female + Male10007856L900","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH15-01","Sociology, social policy and anthropology","L990","Social studies not elsewhere classified","2018/20195Female + Male10007856L990",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E516, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH15-01","Sociology, social policy and anthropology","M270","Sociology of law","2018/20195Female + Male10007856M270","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH15-02","Economics","L100","Economics","2018/20195Female + Male10007856L100","c","c","c","c","c","c","c","c","c","c","c","c","c","c"]
["CAH15-02","Economics","L110","Applied economics","2018/20195Female + Male10007856L110","c","c","c","c","c","c","c","c","c","c","c","c","c","c"]
["CAH15-02","Economics","L111","Financial economics","2018/20195Female + Male10007856L111","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH15-02","Economics","L113","Economic policy","2018/20195Female + Male10007856L113","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH15-02","Economics","L140","Econometrics","2018/20195Female + Male10007856L140","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH15-02","Economics","L150","Political economics","2018/20195Female + Male10007856L150","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH15-02","Economics","L160","International economics","2018/20195Female + Male10007856L160","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH15-02","Economics","L190","Economics not elsewhere classified","2018/20195Female + Male10007856L190","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH15-03","Politics","L200","Politics","2018/20195Female + Male10007856L200",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E526, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":15},0,0,15,0,0,87.6,100,100,12.4,15,16100,22300,31800]
["CAH15-03","Politics","L210","Political theories","2018/20195Female + Male10007856L210","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH15-03","Politics","L220","Political systems","2018/20195Female + Male10007856L220","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH15-03","Politics","L230","UK government/parliamentary studies",{"$f":"$E$7&$E$8&$E$9&$E$10&C529","v":"2018/20195Female + Male10007856L230"},"-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH15-03","Politics","L231","Public administration","2018/20195Female + Male10007856L231","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH15-03","Politics","L240","International politics","2018/20195Female + Male10007856L240",85,0.6,1.2,85,9.1,7.7,69.599999999999994,80.900000000000006,83.2,13.6,60,18200,23700,34300]
["CAH15-03","Politics","L241","European Union politics","2018/20195Female + Male10007856L241","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH15-03","Politics","L243","Politics of a specific country/region","2018/20195Female + Male10007856L243","c","c","c","c","c","c","c","c","c","c","c","c","c","c"]
["CAH15-03","Politics","L250","International relations","2018/20195Female + Male10007856L250","c","c","c","c","c","c","c","c","c","c","z","z","z","z"]
["CAH15-03","Politics","L251","Strategic studies","2018/20195Female + Male10007856L251","c","c","c","c","c","c","c","c","c","c","c","c","c","c"]
["CAH15-03","Politics","L252","War & peace studies","2018/20195Female + Male10007856L252",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E536, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"c"},"c","c","c","c","c","c","c","c","c","c","c","c","c"]
["CAH15-03","Politics","L260","Comparative politics","2018/20195Female + Male10007856L260","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH15-03","Politics","L290","Politics not elsewhere classified","2018/20195Female + Male10007856L290","c","c","c","c","c","c","c","c","c","c","c","c","c","c"]
["CAH15-04","Health and social care","L500","Social work","2018/20195Female + Male10007856L500","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH15-04","Health and social care","L510","Health & welfare","2018/20195Female + Male10007856L510","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH15-04","Health and social care","L520","Child care","2018/20195Female + Male10007856L520","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH15-04","Health and social care","L530","Youth work","2018/20195Female + Male10007856L530","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH15-04","Health and social care","L540","Community work","2018/20195Female + Male10007856L540","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH15-04","Health and social care","L541","Community justice","2018/20195Female + Male10007856L541","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH15-04","Health and social care","L560","Probation/after-care","2018/20195Female + Male10007856L560","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH15-04","Health and social care","L590","Social work not elsewhere classified","2018/20195Female + Male10007856L590",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E546, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH16-01","Law","M000","Law","2018/20195Female + Male10007856M000","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH16-01","Law","M100","Law by area","2018/20195Female + Male10007856M100",95,3.2,0,90,9.5,0,71.3,87.3,90.5,19.3,60,18600,24800,31400]
["CAH16-01","Law","M110","UK legal systems","2018/20195Female + Male10007856M110","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH16-01","Law","M111","English law","2018/20195Female + Male10007856M111","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH16-01","Law","M114","Scottish law","2018/20195Female + Male10007856M114","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH16-01","Law","M120","European Union law","2018/20195Female + Male10007856M120","c","c","c","c","c","c","c","c","c","c","c","c","c","c"]
["CAH16-01","Law","M130","Public international law","2018/20195Female + Male10007856M130","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH16-01","Law","M140","Comparative law","2018/20195Female + Male10007856M140","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH16-01","Law","M190","Law by area not elsewhere classified","2018/20195Female + Male10007856M190","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH16-01","Law","M200","Law by topic","2018/20195Female + Male10007856M200",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E556, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH16-01","Law","M210","Public law","2018/20195Female + Male10007856M210","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH16-01","Law","M211","Criminal law","2018/20195Female + Male10007856M211","c","c","c","c","c","c","c","c","c","c","z","z","z","z"]
["CAH16-01","Law","M221","Business & commercial law","2018/20195Female + Male10007856M221","c","c","c","c","c","c","c","c","c","c","c","c","c","c"]
["CAH16-01","Law","M224","Torts","2018/20195Female + Male10007856M224","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH16-01","Law","M250","Legal practice","2018/20195Female + Male10007856M250","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH16-01","Law","M290","Law by topic not elsewhere classified","2018/20195Female + Male10007856M290","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH16-01","Law","M900","Others in law","2018/20195Female + Male10007856M900","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH16-01","Law","M990","Law not elsewhere classified","2018/20195Female + Male10007856M990","c","c","c","c","c","c","c","c","c","c","c","c","c","c"]
["CAH17-01","Business and management","N000","Business & administrative studies","2018/20195Female + Male10007856N000","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N100","Business studies","2018/20195Female + Male10007856N100",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E566, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":20},3.6,0,20,2.8,5.5,91.7,91.7,91.7,0,15,19000,25900,33200]
["CAH17-01","Business and management","N110","European business studies","2018/20195Female + Male10007856N110","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N120","International business studies","2018/20195Female + Male10007856N120","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N190","Business studies not elsewhere classified","2018/20195Female + Male10007856N190","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N200","Management studies","2018/20195Female + Male10007856N200",20,1.8,0,20,2.7,5.5,91.8,91.8,91.8,0,15,19000,23000,33200]
["CAH17-01","Business and management","N210","Management techniques","2018/20195Female + Male10007856N210","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N211","Strategic management","2018/20195Female + Male10007856N211","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N212","Creative management","2018/20195Female + Male10007856N212","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N213","Project management","2018/20195Female + Male10007856N213","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N215","Organisational development","2018/20195Female + Male10007856N215","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N220","Institutional management","2018/20195Female + Male10007856N220",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E576, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N223","Domestic management","2018/20195Female + Male10007856N223","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N224","Management & organisation of education","2018/20195Female + Male10007856N224","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N225","Criminal justice management","2018/20195Female + Male10007856N225","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N230","Land & property management","2018/20195Female + Male10007856N230","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N231","Land management","2018/20195Female + Male10007856N231","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N232","Property management","2018/20195Female + Male10007856N232","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N240","Retail management","2018/20195Female + Male10007856N240","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N250","Emergency & disaster management","2018/20195Female + Male10007856N250","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N251","Emergency services management","2018/20195Female + Male10007856N251","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N290","Management studies not elsewhere classified","2018/20195Female + Male10007856N290",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E586, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N300","Finance","2018/20195Female + Male10007856N300",15,0,6.3,15,10,3.3,86.6,86.6,86.6,0,15,22300,25200,33600]
["CAH17-01","Business and management","N310","Banking","2018/20195Female + Male10007856N310","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N320","Investment & insurance","2018/20195Female + Male10007856N320","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N321","Investment","2018/20195Female + Male10007856N321","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N322","Insurance","2018/20195Female + Male10007856N322","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N323","Actuarial science","2018/20195Female + Male10007856N323","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N330","Taxation",{"$f":"$E$7&$E$8&$E$9&$E$10&C593","v":"2018/20195Female + Male10007856N330"},"-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N340","Financial management","2018/20195Female + Male10007856N340","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N341","Financial risk","2018/20195Female + Male10007856N341","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N390","Finance not elsewhere classified","2018/20195Female + Male10007856N390",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E596, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N400","Accounting","2018/20195Female + Male10007856N400",15,0,0,15,11.2,3.7,85,85,85,0,10,19700,24100,32500]
["CAH17-01","Business and management","N410","Accountancy","2018/20195Female + Male10007856N410","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N411","Cost & management accountancy","2018/20195Female + Male10007856N411","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N420","Accounting theory","2018/20195Female + Male10007856N420","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N422","Financial reporting","2018/20195Female + Male10007856N422","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N490","Accounting not elsewhere classified","2018/20195Female + Male10007856N490","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N500","Marketing","2018/20195Female + Male10007856N500",15,0,0,15,11.1,0,88.9,88.9,88.9,0,10,19300,26300,27000]
["CAH17-01","Business and management","N510","Market research","2018/20195Female + Male10007856N510","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N520","Sales management","2018/20195Female + Male10007856N520","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N530","Distribution","2018/20195Female + Male10007856N530",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E606, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N550","International marketing","2018/20195Female + Male10007856N550","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N560","Promotion & advertising","2018/20195Female + Male10007856N560","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N561","Advertising","2018/20195Female + Male10007856N561","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N590","Marketing not elsewhere classified","2018/20195Female + Male10007856N590","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N600","Human resource management","2018/20195Female + Male10007856N600","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N620","Health & safety issues","2018/20195Female + Male10007856N620","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N800","Hospitality, leisure, sport, tourism & transport","2018/20195Female + Male10007856N800","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N810","Travel management","2018/20195Female + Male10007856N810","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N820","Event management","2018/20195Female + Male10007856N820","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N830","Tourism","2018/20195Female + Male10007856N830",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E616, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"c"},"c","c","c","c","c","c","c","c","c","c","c","c","c"]
["CAH17-01","Business and management","N831","Tourism studies","2018/20195Female + Male10007856N831","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N832","Tourism management","2018/20195Female + Male10007856N832","c","c","c","c","c","c","c","c","c","c","c","c","c","c"]
["CAH17-01","Business and management","N850","Transport studies","2018/20195Female + Male10007856N850","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N852","Sea travel","2018/20195Female + Male10007856N852","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N853","Air travel","2018/20195Female + Male10007856N853","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N860","Hospitality","2018/20195Female + Male10007856N860","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N861","Hospitality studies","2018/20195Female + Male10007856N861","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N862","Hospitality management","2018/20195Female + Male10007856N862","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N870","Recreation & leisure studies","2018/20195Female + Male10007856N870","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N871","Spa management","2018/20195Female + Male10007856N871",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E626, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N872","Salon management","2018/20195Female + Male10007856N872","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N880","Sport management","2018/20195Female + Male10007856N880","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N890","Hospitality, leisure, sport, tourism & transport not elsewhere classified","2018/20195Female + Male10007856N890","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N900","Others in business & administrative studies","2018/20195Female + Male10007856N900","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","N990","Business & administrative studies not elsewhere classified","2018/20195Female + Male10007856N990","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH17-01","Business and management","W376","Music marketing","2018/20195Female + Male10007856W376","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-01","English studies","Q000","Linguistics, classics & related subjects","2018/20195Female + Male10007856Q000","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-01","English studies","Q100","Linguistics","2018/20195Female + Male10007856Q100","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-01","English studies","Q110","Applied linguistics","2018/20195Female + Male10007856Q110","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-01","English studies","Q131","Phonetics","2018/20195Female + Male10007856Q131",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E636, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-01","English studies","Q140","Sociolinguistics","2018/20195Female + Male10007856Q140","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-01","English studies","Q160","British Sign Language","2018/20195Female + Male10007856Q160","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-01","English studies","Q190","Linguistics not elsewhere classified","2018/20195Female + Male10007856Q190","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-01","English studies","Q300","English studies","2018/20195Female + Male10007856Q300","c","c","c","c","c","c","c","c","c","c","c","c","c","c"]
["CAH19-01","English studies","Q310","English language","2018/20195Female + Male10007856Q310","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-01","English studies","Q320","English literature","2018/20195Female + Male10007856Q320",115,1.6,1.3,110,9,10.9,67.5,75.7,80.099999999999994,12.6,70,17200,20800,26600]
["CAH19-01","English studies","Q321","English literature by period","2018/20195Female + Male10007856Q321","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-01","English studies","Q323","English literature by topic","2018/20195Female + Male10007856Q323","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-01","English studies","Q330","English as a second language","2018/20195Female + Male10007856Q330","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-01","English studies","Q340","English literature written as a second language","2018/20195Female + Male10007856Q340",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E646, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-01","English studies","Q350","Scots language","2018/20195Female + Male10007856Q350","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-01","English studies","Q360","Scots literature","2018/20195Female + Male10007856Q360","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-01","English studies","Q390","English studies not elsewhere classified","2018/20195Female + Male10007856Q390","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-01","English studies","W800","Imaginative writing","2018/20195Female + Male10007856W800",35,4.2,1.4,35,7.4,14.7,64.7,73.5,77.900000000000006,13.2,20,17200,20300,25600]
["CAH19-01","English studies","W810","Scriptwriting","2018/20195Female + Male10007856W810","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-01","English studies","W830","Prose writing","2018/20195Female + Male10007856W830","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-01","English studies","W890","Imaginative writing not elsewhere classified","2018/20195Female + Male10007856W890","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-02","Celtic studies","Q370","Irish language","2018/20195Female + Male10007856Q370","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-02","Celtic studies","Q380","Irish literature","2018/20195Female + Male10007856Q380","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-02","Celtic studies","Q500","Celtic studies","2018/20195Female + Male10007856Q500",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E656, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"c"},"c","c","c","c","c","c","c","c","c","c","c","c","c"]
["CAH19-02","Celtic studies","Q530","Scottish Gaelic",{"$f":"$E$7&$E$8&$E$9&$E$10&C657","v":"2018/20195Female + Male10007856Q530"},"-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-02","Celtic studies","Q540","Irish Gaelic","2018/20195Female + Male10007856Q540","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-02","Celtic studies","Q560","Welsh","2018/20195Female + Male10007856Q560",20,5.5,0,15,11.6,0,79.599999999999994,82.5,88.4,8.6999999999999993,15,20800,26300,28500]
["CAH19-02","Celtic studies","Q561","Welsh literature","2018/20195Female + Male10007856Q561","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-02","Celtic studies","Q590","Celtic studies not elsewhere classified","2018/20195Female + Male10007856Q590","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","Q200","Comparative literary studies","2018/20195Female + Male10007856Q200","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","Q210","Literature in translation","2018/20195Female + Male10007856Q210","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","Q220","Literature in its original language","2018/20195Female + Male10007856Q220","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","Q290","Comparative literary studies not elsewhere classified","2018/20195Female + Male10007856Q290","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","Q400","Ancient language studies","2018/20195Female + Male10007856Q400",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E666, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","Q410","Ancient Egyptian","2018/20195Female + Male10007856Q410","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","Q420","Classical Arabic","2018/20195Female + Male10007856Q420","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","Q440","Sumerian","2018/20195Female + Male10007856Q440","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","Q450","Sanskrit","2018/20195Female + Male10007856Q450","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","Q480","Hebrew","2018/20195Female + Male10007856Q480","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","Q900","Others in linguistics, classics & related subjects","2018/20195Female + Male10007856Q900","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","Q910","Translation studies","2018/20195Female + Male10007856Q910","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","Q920","Translation theory","2018/20195Female + Male10007856Q920","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","Q990","Linguistics, classics & related subjects not elsewhere classified","2018/20195Female + Male10007856Q990","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","R000","European languages, literature & related subjects","2018/20195Female + Male10007856R000",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E676, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","R100","French studies","2018/20195Female + Male10007856R100",10,8.6,0,10,12.5,0,87.5,87.5,87.5,0,"c","c","c","c"]
["CAH19-04","Languages and area studies","R110","French language","2018/20195Female + Male10007856R110","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","R120","French literature","2018/20195Female + Male10007856R120","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","R130","French society & culture","2018/20195Female + Male10007856R130","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","R200","German studies","2018/20195Female + Male10007856R200","c","c","c","c","c","c","c","c","c","c","c","c","c","c"]
["CAH19-04","Languages and area studies","R210","German language","2018/20195Female + Male10007856R210","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","R220","German literature","2018/20195Female + Male10007856R220","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","R230","German society & culture","2018/20195Female + Male10007856R230","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","R300","Italian studies","2018/20195Female + Male10007856R300","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","R310","Italian language","2018/20195Female + Male10007856R310",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E686, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","R320","Italian literature","2018/20195Female + Male10007856R320","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","R400","Spanish studies","2018/20195Female + Male10007856R400","c","c","c","c","c","c","c","c","c","c","c","c","c","c"]
["CAH19-04","Languages and area studies","R410","Spanish language","2018/20195Female + Male10007856R410","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","R411","Spanish languages in other countries","2018/20195Female + Male10007856R411","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","R420","Spanish literature","2018/20195Female + Male10007856R420","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","R430","Spanish society & culture","2018/20195Female + Male10007856R430","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","R500","Portuguese studies","2018/20195Female + Male10007856R500","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","R510","Portuguese language","2018/20195Female + Male10007856R510","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","R511","Portuguese languages in other countries","2018/20195Female + Male10007856R511","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","R530","Portuguese society & culture","2018/20195Female + Male10007856R530",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E696, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","R600","Scandinavian studies","2018/20195Female + Male10007856R600","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","R610","Scandinavian languages","2018/20195Female + Male10007856R610","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","R611","Swedish language","2018/20195Female + Male10007856R611","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","R612","Norwegian language","2018/20195Female + Male10007856R612","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","R613","Finnish language","2018/20195Female + Male10007856R613","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","R614","Danish language","2018/20195Female + Male10007856R614","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","R690","Scandinavian studies not elsewhere classified","2018/20195Female + Male10007856R690","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","R700","Russian & East European studies","2018/20195Female + Male10007856R700","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","R701","Russian studies","2018/20195Female + Male10007856R701","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","R710","Russian & East European languages","2018/20195Female + Male10007856R710",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E706, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","R711","Russian language","2018/20195Female + Male10007856R711","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","R712","Polish language","2018/20195Female + Male10007856R712","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","R713","Czech language","2018/20195Female + Male10007856R713","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","R721","Russian literature","2018/20195Female + Male10007856R721","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","R722","Polish literature","2018/20195Female + Male10007856R722","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","R723","Czech literature","2018/20195Female + Male10007856R723","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","R730","Russian & east European society & culture","2018/20195Female + Male10007856R730","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","R790","Russian & east European studies not elsewhere classified","2018/20195Female + Male10007856R790","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","R800","European studies","2018/20195Female + Male10007856R800","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","R900","Others in European languages, literature & related subjects","2018/20195Female + Male10007856R900",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E716, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"c"},"c","c","c","c","c","c","c","c","c","c","c","c","c"]
["CAH19-04","Languages and area studies","R910","Other European languages","2018/20195Female + Male10007856R910","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","R911","Dutch","2018/20195Female + Male10007856R911","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","R930","Other European societies & cultures","2018/20195Female + Male10007856R930","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","R990","European languages, literature & related subjects not elsewhere classified","2018/20195Female + Male10007856R990","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","T000","Eastern, Asiatic, African, American & Australasian languages, literature & related subjects",{"$f":"$E$7&$E$8&$E$9&$E$10&C721","v":"2018/20195Female + Male10007856T000"},"-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","T100","Chinese studies","2018/20195Female + Male10007856T100","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","T110","Chinese language studies","2018/20195Female + Male10007856T110","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","T130","Chinese society & culture studies","2018/20195Female + Male10007856T130","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","T200","Japanese studies","2018/20195Female + Male10007856T200","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","T210","Japanese language studies","2018/20195Female + Male10007856T210",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E726, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","T300","South Asian studies","2018/20195Female + Male10007856T300","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","T310","South Asian language studies","2018/20195Female + Male10007856T310","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","T311","Indian language studies","2018/20195Female + Male10007856T311","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","T400","Other Asian studies","2018/20195Female + Male10007856T400","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","T410","Other Asian language studies","2018/20195Female + Male10007856T410","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","T411","East Asian language studies","2018/20195Female + Male10007856T411","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","T412","South East Asian language studies","2018/20195Female + Male10007856T412","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","T431","East Asian society & culture studies","2018/20195Female + Male10007856T431","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","T500","African studies","2018/20195Female + Male10007856T500","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","T510","African language studies","2018/20195Female + Male10007856T510",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E736, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","T511","Eastern African language studies","2018/20195Female + Male10007856T511","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","T513","Northern African language studies","2018/20195Female + Male10007856T513","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","T600","Modern Middle Eastern studies","2018/20195Female + Male10007856T600","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","T610","Modern Middle Eastern language studies","2018/20195Female + Male10007856T610","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","T611","Arabic language studies","2018/20195Female + Male10007856T611","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","T612","Modern Standard Arabic language studies","2018/20195Female + Male10007856T612","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","T613","Persian language studies","2018/20195Female + Male10007856T613","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","T614","Modern Hebrew language studies","2018/20195Female + Male10007856T614","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","T616","Turkish language studies","2018/20195Female + Male10007856T616","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","T620","Modern Middle Eastern literature studies","2018/20195Female + Male10007856T620",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E746, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","T630","Modern Middle Eastern society & culture studies","2018/20195Female + Male10007856T630","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","T631","Arab society & culture studies","2018/20195Female + Male10007856T631","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","T700","American studies","2018/20195Female + Male10007856T700","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","T711","Latin American language studies","2018/20195Female + Male10007856T711","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","T720","American literature studies","2018/20195Female + Male10007856T720","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","T721","Latin American literature studies","2018/20195Female + Male10007856T721","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","T730","American society & culture studies","2018/20195Female + Male10007856T730","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","T731","Latin American society & culture studies","2018/20195Female + Male10007856T731","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","T733","Canadian society & culture studies","2018/20195Female + Male10007856T733","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","T790","American studies not elsewhere classified","2018/20195Female + Male10007856T790",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E756, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","T800","Australasian studies","2018/20195Female + Male10007856T800","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","T900","Others in Eastern, Asiatic, African, American & Australasian languages, literature & related subjects","2018/20195Female + Male10007856T900","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","T910","Others in Eastern, Asiatic, African, American & Australasian languages","2018/20195Female + Male10007856T910","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","T930","Others in Eastern, Asiatic, African, American & Australasian societies & culture","2018/20195Female + Male10007856T930","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH19-04","Languages and area studies","T990","Eastern, Asiatic, African, American & Australasian languages, literature","2018/20195Female + Male10007856T990","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-01","History and archaeology","D445","Biological heritage site management","2018/20195Female + Male10007856D445","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-01","History and archaeology","Q600","Latin studies","2018/20195Female + Male10007856Q600","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-01","History and archaeology","Q610","Latin language","2018/20195Female + Male10007856Q610","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-01","History and archaeology","Q620","Latin literature","2018/20195Female + Male10007856Q620","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-01","History and archaeology","Q690","Latin studies not elsewhere classified","2018/20195Female + Male10007856Q690",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E766, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"c"},"c","c","c","c","c","c","c","c","c","c","c","c","c"]
["CAH20-01","History and archaeology","Q700","Classical Greek studies","2018/20195Female + Male10007856Q700","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-01","History and archaeology","Q710","Classical Greek language","2018/20195Female + Male10007856Q710","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-01","History and archaeology","Q712","Late Greek","2018/20195Female + Male10007856Q712","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-01","History and archaeology","Q800","Classical studies","2018/20195Female + Male10007856Q800","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-01","History and archaeology","Q810","Classical reception","2018/20195Female + Male10007856Q810","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-01","History and archaeology","Q890","Classical studies not elsewhere classified","2018/20195Female + Male10007856Q890","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-01","History and archaeology","V100","History by period","2018/20195Female + Male10007856V100",100,2,1,100,4.5999999999999996,6.1,76,85.2,89.3,13.3,75,17900,22300,27700]
["CAH20-01","History and archaeology","V140","Modern history","2018/20195Female + Male10007856V140","c","c","c","c","c","c","c","c","c","c","c","c","c","c"]
["CAH20-01","History and archaeology","V141","Modern history 1500-1599","2018/20195Female + Male10007856V141","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-01","History and archaeology","V142","Modern history 1600-1699","2018/20195Female + Male10007856V142",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E776, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-01","History and archaeology","V150","Medieval history","2018/20195Female + Male10007856V150","c","c","c","c","c","c","c","c","c","c","c","c","c","c"]
["CAH20-01","History and archaeology","V160","Ancient history","2018/20195Female + Male10007856V160","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-01","History and archaeology","V190","History by period not elsewhere classified","2018/20195Female + Male10007856V190","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-01","History and archaeology","V200","History by area","2018/20195Female + Male10007856V200","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-01","History and archaeology","V210","British history","2018/20195Female + Male10007856V210","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-01","History and archaeology","V212","Scottish history","2018/20195Female + Male10007856V212","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-01","History and archaeology","V213","Welsh history","2018/20195Female + Male10007856V213","c","c","c","c","c","c","c","c","c","c","c","c","c","c"]
["CAH20-01","History and archaeology","V214","English history","2018/20195Female + Male10007856V214","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-01","History and archaeology","V220","European history",{"$f":"$E$7&$E$8&$E$9&$E$10&C785","v":"2018/20195Female + Male10007856V220"},"c","c","c","c","c","c","c","c","c","c","c","c","c","c"]
["CAH20-01","History and archaeology","V230","American history","2018/20195Female + Male10007856V230",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E786, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-01","History and archaeology","V232","USA history","2018/20195Female + Male10007856V232","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-01","History and archaeology","V244","Byzantine History","2018/20195Female + Male10007856V244","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-01","History and archaeology","V270","World history","2018/20195Female + Male10007856V270","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-01","History and archaeology","V271","International history","2018/20195Female + Male10007856V271","c","c","c","c","c","c","c","c","c","c","c","c","c","c"]
["CAH20-01","History and archaeology","V290","History by area not elsewhere classified","2018/20195Female + Male10007856V290","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-01","History and archaeology","V300","History by topic","2018/20195Female + Male10007856V300","c","c","c","c","c","c","c","c","c","c","c","c","c","c"]
["CAH20-01","History and archaeology","V310","Economic history","2018/20195Female + Male10007856V310","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-01","History and archaeology","V320","Social history","2018/20195Female + Male10007856V320","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-01","History and archaeology","V321","Local history","2018/20195Female + Male10007856V321","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-01","History and archaeology","V330","History of religions","2018/20195Female + Male10007856V330",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E796, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-01","History and archaeology","V340","Intellectual history","2018/20195Female + Male10007856V340","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-01","History and archaeology","V350","History of art","2018/20195Female + Male10007856V350","c","c","c","c","c","c","c","c","c","c","c","c","c","c"]
["CAH20-01","History and archaeology","V360","History of architecture","2018/20195Female + Male10007856V360","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-01","History and archaeology","V370","History of design","2018/20195Female + Male10007856V370","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-01","History and archaeology","V380","History of science","2018/20195Female + Male10007856V380","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-01","History and archaeology","V384","History of medicine","2018/20195Female + Male10007856V384","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-01","History and archaeology","V390","History by topic not elsewhere classified","2018/20195Female + Male10007856V390","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-01","History and archaeology","V391","Military history","2018/20195Female + Male10007856V391","c","c","c","c","c","c","c","c","c","c","c","c","c","c"]
["CAH20-01","History and archaeology","V400","Archaeology","2018/20195Female + Male10007856V400","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-01","History and archaeology","V410","Egyptology","2018/20195Female + Male10007856V410",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E806, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-01","History and archaeology","V420","Stone Age","2018/20195Female + Male10007856V420","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-01","History and archaeology","V460","Archaeological techniques","2018/20195Female + Male10007856V460","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-01","History and archaeology","V700","Heritage studies","2018/20195Female + Male10007856V700","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-01","History and archaeology","V720","Heritage site management","2018/20195Female + Male10007856V720","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-01","History and archaeology","W160","Fine art conservation","2018/20195Female + Male10007856W160","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-01","History and archaeology","W330","History of music","2018/20195Female + Male10007856W330","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-01","History and archaeology","W630","History of cinematics & photography","2018/20195Female + Male10007856W630","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-02","Philosophy and religious studies","V500","Philosophy","2018/20195Female + Male10007856V500","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-02","Philosophy and religious studies","V520","Moral philosophy","2018/20195Female + Male10007856V520","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-02","Philosophy and religious studies","V540","Social philosophy","2018/20195Female + Male10007856V540",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E816, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-02","Philosophy and religious studies","V550","Philosophy of science","2018/20195Female + Male10007856V550","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-02","Philosophy and religious studies","V590","Philosophy not elsewhere classified","2018/20195Female + Male10007856V590","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-02","Philosophy and religious studies","V600","Theology & religious studies","2018/20195Female + Male10007856V600","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-02","Philosophy and religious studies","V610","Theology","2018/20195Female + Male10007856V610","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-02","Philosophy and religious studies","V620","Religious studies","2018/20195Female + Male10007856V620","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-02","Philosophy and religious studies","V621","Christian studies","2018/20195Female + Male10007856V621","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-02","Philosophy and religious studies","V622","Islamic studies","2018/20195Female + Male10007856V622","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-02","Philosophy and religious studies","V623","Judaism","2018/20195Female + Male10007856V623","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-02","Philosophy and religious studies","V627","Comparative religious studies","2018/20195Female + Male10007856V627","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-02","Philosophy and religious studies","V630","Divinity","2018/20195Female + Male10007856V630",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E826, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-02","Philosophy and religious studies","V640","Religious writings","2018/20195Female + Male10007856V640","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-02","Philosophy and religious studies","V641","The Bible & Christian texts","2018/20195Female + Male10007856V641","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-02","Philosophy and religious studies","V650","Pastoral studies","2018/20195Female + Male10007856V650","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH20-02","Philosophy and religious studies","V690","Theology & religious studies not elsewhere classified","2018/20195Female + Male10007856V690","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH22-01","Education and teaching","X000","Education","2018/20195Female + Male10007856X000","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH22-01","Education and teaching","X100","Training teachers","2018/20195Female + Male10007856X100","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH22-01","Education and teaching","X110","Training teachers - nursery","2018/20195Female + Male10007856X110","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH22-01","Education and teaching","X120","Training teachers - primary","2018/20195Female + Male10007856X120","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH22-01","Education and teaching","X121","Training teachers - infant (key stage 1)","2018/20195Female + Male10007856X121","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH22-01","Education and teaching","X130","Training teachers - secondary","2018/20195Female + Male10007856X130",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E836, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH22-01","Education and teaching","X140","Training teachers - tertiary","2018/20195Female + Male10007856X140","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH22-01","Education and teaching","X141","Training teachers - further education","2018/20195Female + Male10007856X141","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH22-01","Education and teaching","X142","Training teachers - higher education","2018/20195Female + Male10007856X142","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH22-01","Education and teaching","X150","Training teachers - adult education","2018/20195Female + Male10007856X150","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH22-01","Education and teaching","X151","Training teachers - coaching","2018/20195Female + Male10007856X151","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH22-01","Education and teaching","X160","Training teachers - specialist","2018/20195Female + Male10007856X160","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH22-01","Education and teaching","X161","Training teachers - special needs","2018/20195Female + Male10007856X161","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH22-01","Education and teaching","X162","Teaching English as a Foreign Language (TEFL)","2018/20195Female + Male10007856X162","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH22-01","Education and teaching","X190","Training teachers not elsewhere classified","2018/20195Female + Male10007856X190","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH22-01","Education and teaching","X200","Research & study skills in education","2018/20195Female + Male10007856X200",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E846, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH22-01","Education and teaching","X300","Academic studies in education","2018/20195Female + Male10007856X300","c","c","c","c","c","c","c","c","c","c","c","c","c","c"]
["CAH22-01","Education and teaching","X310","Academic studies in nursery education","2018/20195Female + Male10007856X310","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH22-01","Education and teaching","X320","Academic studies in primary education",{"$f":"$E$7&$E$8&$E$9&$E$10&C849","v":"2018/20195Female + Male10007856X320"},45,0,2.2000000000000002,45,9.1,6.8,72.7,84.1,84.1,11.4,30,13900,17500,24100]
["CAH22-01","Education and teaching","X330","Academic studies in secondary education","2018/20195Female + Male10007856X330","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH22-01","Education and teaching","X340","Academic studies in tertiary education","2018/20195Female + Male10007856X340","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH22-01","Education and teaching","X341","Academic studies in further education","2018/20195Female + Male10007856X341","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH22-01","Education and teaching","X350","Academic studies in adult education","2018/20195Female + Male10007856X350","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH22-01","Education and teaching","X360","Academic studies in specialist education","2018/20195Female + Male10007856X360","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH22-01","Education and teaching","X370","Academic studies in education (across phases)","2018/20195Female + Male10007856X370","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH22-01","Education and teaching","X390","Academic studies in education not elsewhere classified","2018/20195Female + Male10007856X390",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E856, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH22-01","Education and teaching","X900","Others in education","2018/20195Female + Male10007856X900","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH22-01","Education and teaching","X990","Education not elsewhere classified","2018/20195Female + Male10007856X990","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH23-01","Combined and general studies","L550","Careers guidance","2018/20195Female + Male10007856L550","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH23-01","Combined and general studies","V000","Historical & philosophical studies","2018/20195Female + Male10007856V000","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH23-01","Combined and general studies","V900","Others in historical & philosophical studies","2018/20195Female + Male10007856V900","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH23-01","Combined and general studies","V990","Historical & philosophical studies not elsewhere classified","2018/20195Female + Male10007856V990","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH23-01","Combined and general studies","X210","Research skills","2018/20195Female + Male10007856X210","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH23-01","Combined and general studies","X220","Study skills","2018/20195Female + Male10007856X220","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH23-01","Combined and general studies","Y000","Combined/general subject unspecified","2018/20195Female + Male10007856Y000","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH24-01","Media, journalism and communications","P000","Mass communications & documentation","2018/20195Female + Male10007856P000",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E866, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH24-01","Media, journalism and communications","P100","Information services","2018/20195Female + Male10007856P100","c","c","c","c","c","c","c","c","c","c","c","c","c","c"]
["CAH24-01","Media, journalism and communications","P110","Information management","2018/20195Female + Male10007856P110",10,0,0,10,8.3000000000000007,8.3000000000000007,83.3,83.3,83.3,0,"c","c","c","c"]
["CAH24-01","Media, journalism and communications","P120","Librarianship","2018/20195Female + Male10007856P120","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH24-01","Media, journalism and communications","P121","Library studies","2018/20195Female + Male10007856P121","c","c","c","c","c","c","c","c","c","c","z","z","z","z"]
["CAH24-01","Media, journalism and communications","P130","Curatorial studies","2018/20195Female + Male10007856P130","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH24-01","Media, journalism and communications","P131","Museum studies","2018/20195Female + Male10007856P131","c","c","c","c","c","c","c","c","c","c","c","c","c","c"]
["CAH24-01","Media, journalism and communications","P132","Archive studies","2018/20195Female + Male10007856P132","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH24-01","Media, journalism and communications","P200","Publicity studies","2018/20195Female + Male10007856P200","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH24-01","Media, journalism and communications","P210","Public relations","2018/20195Female + Male10007856P210","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH24-01","Media, journalism and communications","P300","Media studies","2018/20195Female + Male10007856P300",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E876, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":15},0,0,15,6.5,9.6999999999999993,54.8,74.2,83.9,29,"c","c","c","c"]
["CAH24-01","Media, journalism and communications","P301","Television studies","2018/20195Female + Male10007856P301","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH24-01","Media, journalism and communications","P302","Radio studies","2018/20195Female + Male10007856P302","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH24-01","Media, journalism and communications","P303","Film studies","2018/20195Female + Male10007856P303","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH24-01","Media, journalism and communications","P304","Electronic media studies","2018/20195Female + Male10007856P304","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH24-01","Media, journalism and communications","P305","Paper-based media studies","2018/20195Female + Male10007856P305","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH24-01","Media, journalism and communications","P310","Media production","2018/20195Female + Male10007856P310",40,0,3.8,40,8.6999999999999993,9.6,76.900000000000006,77.7,81.7,4.8,30,15000,19700,25900]
["CAH24-01","Media, journalism and communications","P311","Television production","2018/20195Female + Male10007856P311","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH24-01","Media, journalism and communications","P312","Radio production","2018/20195Female + Male10007856P312","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH24-01","Media, journalism and communications","P313","Film production","2018/20195Female + Male10007856P313","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH24-01","Media, journalism and communications","P390","Media studies not elsewhere classified","2018/20195Female + Male10007856P390",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E886, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH24-01","Media, journalism and communications","P400","Publishing","2018/20195Female + Male10007856P400","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH24-01","Media, journalism and communications","P410","Electronic publishing","2018/20195Female + Male10007856P410","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH24-01","Media, journalism and communications","P413","Publishing via the World Wide Web","2018/20195Female + Male10007856P413","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH24-01","Media, journalism and communications","P420","Multimedia publishing","2018/20195Female + Male10007856P420","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH24-01","Media, journalism and communications","P490","Publishing not elsewhere classified","2018/20195Female + Male10007856P490","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH24-01","Media, journalism and communications","P500","Journalism","2018/20195Female + Male10007856P500","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH24-01","Media, journalism and communications","P510","Factual reporting","2018/20195Female + Male10007856P510","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH24-01","Media, journalism and communications","P590","Journalism not elsewhere classified","2018/20195Female + Male10007856P590","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH24-01","Media, journalism and communications","P900","Others in mass communications & documentation","2018/20195Female + Male10007856P900","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH24-01","Media, journalism and communications","P990","Mass communications & documentation not elsewhere classified","2018/20195Female + Male10007856P990",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E896, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-01","Creative arts and design","B353","Make-up","2018/20195Female + Male10007856B353","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-01","Creative arts and design","J310","Ceramics","2018/20195Female + Male10007856J310","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-01","Creative arts and design","J920","Ergonomics","2018/20195Female + Male10007856J920","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-01","Creative arts and design","K120","Interior architecture","2018/20195Female + Male10007856K120","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-01","Creative arts and design","W000","Creative arts & design","2018/20195Female + Male10007856W000","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-01","Creative arts and design","W100","Fine art","2018/20195Female + Male10007856W100",45,0,0,45,12.5,4.7,74.599999999999994,79.7,82.8,8.1999999999999993,30,10800,19300,23000]
["CAH25-01","Creative arts and design","W110","Drawing","2018/20195Female + Male10007856W110","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-01","Creative arts and design","W120","Painting","2018/20195Female + Male10007856W120","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-01","Creative arts and design","W130","Sculpture","2018/20195Female + Male10007856W130","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-01","Creative arts and design","W140","Printmaking","2018/20195Female + Male10007856W140",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E906, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-01","Creative arts and design","W190","Fine art not elsewhere classified","2018/20195Female + Male10007856W190","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-01","Creative arts and design","W200","Design studies","2018/20195Female + Male10007856W200","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-01","Creative arts and design","W210","Graphic design","2018/20195Female + Male10007856W210","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-01","Creative arts and design","W211","Typography","2018/20195Female + Male10007856W211","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-01","Creative arts and design","W212","Multimedia design","2018/20195Female + Male10007856W212","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-01","Creative arts and design","W213","Visual communication","2018/20195Female + Male10007856W213","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-01","Creative arts and design","W220","Illustration",{"$f":"$E$7&$E$8&$E$9&$E$10&C913","v":"2018/20195Female + Male10007856W220"},"-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-01","Creative arts and design","W230","Clothing/fashion design","2018/20195Female + Male10007856W230","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-01","Creative arts and design","W231","Textile design","2018/20195Female + Male10007856W231","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-01","Creative arts and design","W240","Industrial/product design","2018/20195Female + Male10007856W240",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E916, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-01","Creative arts and design","W250","Interior design","2018/20195Female + Male10007856W250","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-01","Creative arts and design","W260","Furniture design","2018/20195Female + Male10007856W260","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-01","Creative arts and design","W270","Ceramics design","2018/20195Female + Male10007856W270","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-01","Creative arts and design","W280","Interactive & electronic design","2018/20195Female + Male10007856W280","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-01","Creative arts and design","W290","Design studies not elsewhere classified","2018/20195Female + Male10007856W290","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-01","Creative arts and design","W600","Cinematics & photography","2018/20195Female + Male10007856W600","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-01","Creative arts and design","W610","Moving image techniques","2018/20195Female + Male10007856W610","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-01","Creative arts and design","W611","Directing motion pictures","2018/20195Female + Male10007856W611","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-01","Creative arts and design","W612","Producing motion pictures","2018/20195Female + Male10007856W612","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-01","Creative arts and design","W613","Film & sound recording","2018/20195Female + Male10007856W613",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E926, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-01","Creative arts and design","W614","Visual & audio effects","2018/20195Female + Male10007856W614","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-01","Creative arts and design","W615","Animation techniques","2018/20195Female + Male10007856W615","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-01","Creative arts and design","W620","Cinematography","2018/20195Female + Male10007856W620",45,0,3.4,45,9,8.6,77,79,82.5,5.5,35,15000,19700,25900]
["CAH25-01","Creative arts and design","W640","Photography","2018/20195Female + Male10007856W640","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-01","Creative arts and design","W690","Cinematics & photography not elsewhere classified","2018/20195Female + Male10007856W690","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-01","Creative arts and design","W700","Crafts","2018/20195Female + Male10007856W700","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-01","Creative arts and design","W710","Fabric & leather crafts","2018/20195Female + Male10007856W710","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-01","Creative arts and design","W711","Needlecraft","2018/20195Female + Male10007856W711","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-01","Creative arts and design","W720","Metal crafts","2018/20195Female + Male10007856W720","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-01","Creative arts and design","W721","Silversmithing/goldsmithing","2018/20195Female + Male10007856W721",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E936, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-01","Creative arts and design","W723","Clock/watchmaking","2018/20195Female + Male10007856W723","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-01","Creative arts and design","W730","Wood crafts","2018/20195Female + Male10007856W730","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-01","Creative arts and design","W732","Cabinet making","2018/20195Female + Male10007856W732","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-01","Creative arts and design","W740","Surface decoration","2018/20195Female + Male10007856W740","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-01","Creative arts and design","W770","Glass crafts","2018/20195Female + Male10007856W770","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-01","Creative arts and design","W790","Crafts not elsewhere classified","2018/20195Female + Male10007856W790","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-01","Creative arts and design","W900","Others in creative arts & design","2018/20195Female + Male10007856W900","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-01","Creative arts and design","W990","Creative arts & design not elsewhere classified","2018/20195Female + Male10007856W990","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-02","Performing arts","W300","Music","2018/20195Female + Male10007856W300","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-02","Performing arts","W310","Musicianship/performance studies","2018/20195Female + Male10007856W310",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E946, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-02","Performing arts","W311","Instrumental or vocal performance","2018/20195Female + Male10007856W311","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-02","Performing arts","W312","Musical theatre","2018/20195Female + Male10007856W312","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-02","Performing arts","W314","Jazz performance","2018/20195Female + Male10007856W314","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-02","Performing arts","W315","Popular music performance","2018/20195Female + Male10007856W315","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-02","Performing arts","W317","Historical performance practice","2018/20195Female + Male10007856W317","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-02","Performing arts","W320","Music education/teaching","2018/20195Female + Male10007856W320","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-02","Performing arts","W340","Types of music","2018/20195Female + Male10007856W340","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-02","Performing arts","W341","Popular music","2018/20195Female + Male10007856W341","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-02","Performing arts","W343","Jazz","2018/20195Female + Male10007856W343","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-02","Performing arts","W344","Folk music","2018/20195Female + Male10007856W344",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E956, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-02","Performing arts","W346","Sacred music","2018/20195Female + Male10007856W346","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-02","Performing arts","W350","Musicology","2018/20195Female + Male10007856W350","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-02","Performing arts","W351","Ethnomusicology/world music","2018/20195Female + Male10007856W351","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-02","Performing arts","W355","Music psychology","2018/20195Female + Male10007856W355","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-02","Performing arts","W360","Musical instrument history","2018/20195Female + Male10007856W360","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-02","Performing arts","W370","Music technology & industry","2018/20195Female + Male10007856W370","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-02","Performing arts","W371","Sound design/commercial music recording","2018/20195Female + Male10007856W371","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-02","Performing arts","W372","Creative music technology","2018/20195Female + Male10007856W372","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-02","Performing arts","W374","Music production","2018/20195Female + Male10007856W374","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-02","Performing arts","W375","Music management/music industry management/arts management","2018/20195Female + Male10007856W375",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E966, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-02","Performing arts","W380","Composition","2018/20195Female + Male10007856W380","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-02","Performing arts","W381","Electracoustic composition/acousmatic composition","2018/20195Female + Male10007856W381","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-02","Performing arts","W383","Electronic music","2018/20195Female + Male10007856W383","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-02","Performing arts","W384","Applied music/musicianship","2018/20195Female + Male10007856W384","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-02","Performing arts","W385","Commercial music composition","2018/20195Female + Male10007856W385","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-02","Performing arts","W386","Multimedia music composition","2018/20195Female + Male10007856W386","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-02","Performing arts","W390","Music not elsewhere classified","2018/20195Female + Male10007856W390","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-02","Performing arts","W400","Drama","2018/20195Female + Male10007856W400",50,1.3,0,50,2,9.1999999999999993,85.4,88.8,88.8,3.4,40,14200,20800,27700]
["CAH25-02","Performing arts","W410","Acting","2018/20195Female + Male10007856W410","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-02","Performing arts","W420","Directing for theatre","2018/20195Female + Male10007856W420",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E976, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-02","Performing arts","W430","Producing for theatre",{"$f":"$E$7&$E$8&$E$9&$E$10&C977","v":"2018/20195Female + Male10007856W430"},"-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-02","Performing arts","W440","Theatre studies","2018/20195Female + Male10007856W440",45,1.4,0,45,2.2000000000000002,9.1999999999999993,85.6,88.6,88.6,3,40,15300,20800,27700]
["CAH25-02","Performing arts","W441","Theatre & professional practice","2018/20195Female + Male10007856W441","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-02","Performing arts","W442","Contemporary theatre","2018/20195Female + Male10007856W442","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-02","Performing arts","W443","Technical arts & special effects for theatre","2018/20195Female + Male10007856W443","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-02","Performing arts","W450","Stage management","2018/20195Female + Male10007856W450","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-02","Performing arts","W451","Theatrical wardrobe design","2018/20195Female + Male10007856W451","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-02","Performing arts","W452","Theatrical make-up","2018/20195Female + Male10007856W452","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-02","Performing arts","W453","Technical stage management","2018/20195Female + Male10007856W453","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-02","Performing arts","W460","Theatre design","2018/20195Female + Male10007856W460",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E986, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"c"},"c","c","c","c","c","c","c","c","c","c","c","c","c"]
["CAH25-02","Performing arts","W461","Stage design","2018/20195Female + Male10007856W461","c","c","c","c","c","c","c","c","c","c","c","c","c","c"]
["CAH25-02","Performing arts","W470","Performance & live arts","2018/20195Female + Male10007856W470","c","c","c","c","c","c","c","c","c","c","c","c","c","c"]
["CAH25-02","Performing arts","W472","Circus arts","2018/20195Female + Male10007856W472","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-02","Performing arts","W473","Community theatre","2018/20195Female + Male10007856W473","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-02","Performing arts","W490","Drama not elsewhere classified","2018/20195Female + Male10007856W490","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-02","Performing arts","W500","Dance","2018/20195Female + Male10007856W500","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-02","Performing arts","W510","Choreography","2018/20195Female + Male10007856W510","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-02","Performing arts","W532","Community dance","2018/20195Female + Male10007856W532","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-02","Performing arts","W540","Types of dance","2018/20195Female + Male10007856W540","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-02","Performing arts","W541","Ballet","2018/20195Female + Male10007856W541",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E996, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-02","Performing arts","W543","Contemporary dance","2018/20195Female + Male10007856W543","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-02","Performing arts","W550","Dance performance","2018/20195Female + Male10007856W550","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH25-02","Performing arts","W590","Dance not elsewhere classified","2018/20195Female + Male10007856W590","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH26-01","Geography, earth and environmental studies","F600","Geology","2018/20195Female + Male10007856F600","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH26-01","Geography, earth and environmental studies","F610","Applied geology","2018/20195Female + Male10007856F610","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH26-01","Geography, earth and environmental studies","F612","Engineering geology","2018/20195Female + Male10007856F612","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH26-01","Geography, earth and environmental studies","F621","Exploration geology","2018/20195Female + Male10007856F621","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH26-01","Geography, earth and environmental studies","F630","Geotechnology","2018/20195Female + Male10007856F630","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH26-01","Geography, earth and environmental studies","F640","Earth science","2018/20195Female + Male10007856F640",25,0,0,25,0,4.2,79.2,83.3,95.8,16.7,20,17200,20600,25900]
["CAH26-01","Geography, earth and environmental studies","F641","Palaeontology","2018/20195Female + Male10007856F641",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E1006, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH26-01","Geography, earth and environmental studies","F642","Geoscience","2018/20195Female + Male10007856F642","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH26-01","Geography, earth and environmental studies","F650","Geological oceanography","2018/20195Female + Male10007856F650","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH26-01","Geography, earth and environmental studies","F660","Geophysics","2018/20195Female + Male10007856F660","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH26-01","Geography, earth and environmental studies","F661","Exploration geophysics","2018/20195Female + Male10007856F661","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH26-01","Geography, earth and environmental studies","F670","Geochemistry","2018/20195Female + Male10007856F670","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH26-01","Geography, earth and environmental studies","F680","Geohazards","2018/20195Female + Male10007856F680","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH26-01","Geography, earth and environmental studies","F690","Geology not elsewhere classified","2018/20195Female + Male10007856F690","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH26-01","Geography, earth and environmental studies","F700","Science of aquatic & terrestrial environments","2018/20195Female + Male10007856F700","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH26-01","Geography, earth and environmental studies","F710","Marine sciences","2018/20195Female + Male10007856F710","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH26-01","Geography, earth and environmental studies","F720","Hydrography","2018/20195Female + Male10007856F720",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E1016, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH26-01","Geography, earth and environmental studies","F730","Ocean sciences","2018/20195Female + Male10007856F730","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH26-01","Geography, earth and environmental studies","F750","Environmental sciences","2018/20195Female + Male10007856F750","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH26-01","Geography, earth and environmental studies","F751","Applied environmental sciences","2018/20195Female + Male10007856F751","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH26-01","Geography, earth and environmental studies","F752","Hydrology","2018/20195Female + Male10007856F752","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH26-01","Geography, earth and environmental studies","F753","Pollution control","2018/20195Female + Male10007856F753","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH26-01","Geography, earth and environmental studies","F760","Climatology","2018/20195Female + Male10007856F760","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH26-01","Geography, earth and environmental studies","F761","Meteorology","2018/20195Female + Male10007856F761","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH26-01","Geography, earth and environmental studies","F764","Climate & climate change","2018/20195Female + Male10007856F764","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH26-01","Geography, earth and environmental studies","F770","Soil science","2018/20195Female + Male10007856F770","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH26-01","Geography, earth and environmental studies","F790","Science of aquatic & terrestrial environments not elsewhere classified","2018/20195Female + Male10007856F790",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E1026, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":"-"},"-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH26-01","Geography, earth and environmental studies","F800","Physical geographical sciences","2018/20195Female + Male10007856F800",85,0,2.2999999999999998,85,8.3000000000000007,4.7,77.5,84.6,87,9.5,65,22300,25900,32800]
["CAH26-01","Geography, earth and environmental studies","F810","Environmental geography","2018/20195Female + Male10007856F810","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH26-01","Geography, earth and environmental studies","F811","Biogeography","2018/20195Female + Male10007856F811","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH26-01","Geography, earth and environmental studies","F840","Physical geography","2018/20195Female + Male10007856F840",75,1.3,0,75,6.7,4,75.900000000000006,85.3,89.3,13.4,55,19700,24800,29900]
["CAH26-01","Geography, earth and environmental studies","F841","Maritime geography","2018/20195Female + Male10007856F841","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH26-01","Geography, earth and environmental studies","F843","Topography","2018/20195Female + Male10007856F843","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH26-01","Geography, earth and environmental studies","F845","Remote sensing","2018/20195Female + Male10007856F845","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH26-01","Geography, earth and environmental studies","F846","Geographical information systems","2018/20195Female + Male10007856F846","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH26-01","Geography, earth and environmental studies","F890","Physical geographical sciences not elsewhere classified","2018/20195Female + Male10007856F890","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH26-01","Geography, earth and environmental studies","L700","Human & social geography","2018/20195Female + Male10007856L700",{"$f":"IFERROR(INDEX(underlying_data, MATCH($E1036, underlying_lookup, 0), MATCH(F$14, underlying_cols, 0)),\"-\")","v":30},5.2,3.4,25,1.8,12.9,74.2,77.900000000000006,85.3,11,20,21200,23400,29200]
["CAH26-01","Geography, earth and environmental studies","L710","Human & social geography by area","2018/20195Female + Male10007856L710","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH26-01","Geography, earth and environmental studies","L720","Human & social geography by topic","2018/20195Female + Male10007856L720","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH26-01","Geography, earth and environmental studies","L721","Economic geography","2018/20195Female + Male10007856L721","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH26-01","Geography, earth and environmental studies","L722","Urban geography","2018/20195Female + Male10007856L722","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH26-01","Geography, earth and environmental studies","L724","Transport geography",{"$f":"$E$7&$E$8&$E$9&$E$10&C1041","v":"2018/20195Female + Male10007856L724"},"-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH26-01","Geography, earth and environmental studies","L728","Human Demography","2018/20195Female + Male10007856L728","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["CAH26-01","Geography, earth and environmental studies","L790","Human & social geography not elsewhere classified","2018/20195Female + Male10007856L790","-","-","-","-","-","-","-","-","-","-","-","-","-","-"]
["Source: HM Revenue & Customs (P45, P14 and self-assessment data), Department for Work and Pension(The National Benefits Database, Labour Market System, Juvos), Higher Education Statistics Agency (HESA) Student Record, Individualised Learner Record (ILR), national pupil database (NPD)"]
[]
["Employment outcome percentages are rounded to the nearest 0.1%"]
["All populations are rounded to the nearest 5 full-person equivalent (FPE) individuals"]
["c = data has been suppressed due to small numbers. "]
[" '-' = there is no result (N/A)."]

{"sheet":"Underlying data","index":1,"n_rows":0,"n_cols":0,"rows_kept":0,"cut":false,"hidden":false,"merged":[],"read":"part_too_large"}

{"sheet":"Metadata","index":2,"n_rows":23,"n_cols":3,"rows_kept":23,"cut":false,"hidden":false,"merged":[]}
["Variable name ","Variable description","Notes"]
["tax_year","The tax year for the earnings/outcomes data"]
["academic_year","The academic year of graduation"]
["YAG","Number of years after graduation in that tax year"]
["sex","Sex as defined by HESA/ILR. ","Male/female only to minimise risk of disclosure"]
["cah2_code","Subject code at a CAH2 level","See JACS and CAH2 lookup to find subject names"]
["xjacs01","Subject code at a JACS 4-digit level","See JACS and CAH2 lookup to find subject names"]
["ukprn","UKPRN of provider","See UKPRN to provider name lookup to find provider name"]
["grads","Number of graduates","Rounded to the nearest 5"]
["grads_uk","Number of graduates matched to LEO data and not identified as living overseas","Rounded to the nearest 5"]
["unmatched_percent","Percentage of graduates who are unmatched in LEO","Rounded to nearest 0.1%"]
["overseas_percent","Percentage of matched graduates who are known to be living overseas","Rounded to nearest 0.1%"]
["matched","Number of graduates who are matched in LEO","Rounded to the nearest 5"]
["activity_not_captured","The proportion of \"grads_uk\" where there was no activity captured for the tax year","Rounded to nearest 0.1%"]
["no_sust_dest","The proportion of \"grads_uk\" identified as having no sustained destination for the tax year ","Rounded to nearest 0.1%"]
["sust_emp_only","The proportion of \"grads_uk\" where graduates were in sustained employment only","Rounded to nearest 0.1%"]
["sust_emp_with_or_without_fs","The proportion of \"grads_uk\" where graduates were in sustained employment with or without further study","Rounded to nearest 0.1%"]
["sust_emp_fs_or_both","The proportion of \"grads_uk\" where graduates were in sustained employment, further study or both ","Rounded to nearest 0.1%"]
["fs_with_or_without_sust_emp","The proportion of \"grads_uk\" in further study during the tax year","Rounded to nearest 0.1%"]
["earnings_include","The number of graduates included in earnings calculations","Rounded to the nearest 5"]
["earnings_LQ","The 25th percentile (lower quartile) graduate median earnings for the provider","Rounded to nearest £100"]
["earnings_median","The 50th percentile (median) graduate median earnings for the provider","Rounded to nearest £100"]
["earnings_UQ","The 75th percentile (upper quartile) graduate median earnings for the provider","Rounded to nearest £100"]

{"sheet":"JACS and CAH2 lookup","index":3,"n_rows":1030,"n_cols":4,"rows_kept":1030,"cut":false,"hidden":false,"merged":[]}
["cah2_code","subject_name","xjacs01","JACS_subject"]
["CAH2 code","CAH2 Subject name","JACS 4 digit code","JACS 4 digit subject name"]
["CAH01-01","Medicine and dentistry","A100","Pre-clinical medicine"]
["CAH01-01","Medicine and dentistry","A200","Pre-clinical dentistry"]
["CAH01-01","Medicine and dentistry","A300","Clinical medicine"]
["CAH01-01","Medicine and dentistry","A400","Clinical dentistry"]
["CAH01-01","Medicine and dentistry","A900","Others in medicine & dentistry"]
["CAH01-01","Medicine and dentistry","A990","Medicine & dentistry not elsewhere classified"]
["CAH01-01","Medicine and dentistry","B820","Radiology"]
["CAH02-02","Pharmacology, toxicology and pharmacy","B200","Pharmacology, toxicology & pharmacy"]
["CAH02-02","Pharmacology, toxicology and pharmacy","B210","Pharmacology"]
["CAH02-02","Pharmacology, toxicology and pharmacy","B220","Toxicology"]
["CAH02-02","Pharmacology, toxicology and pharmacy","B230","Pharmacy"]
["CAH02-04","Nursing and midwifery","B700","Nursing"]
["CAH02-04","Nursing and midwifery","B701","Palliative care nursing"]
["CAH02-04","Nursing and midwifery","B702","Clinical practice nursing"]
["CAH02-04","Nursing and midwifery","B710","Community nursing"]
["CAH02-04","Nursing and midwifery","B711","District Nursing"]
["CAH02-04","Nursing and midwifery","B712","Health visiting"]
["CAH02-04","Nursing and midwifery","B713","School nursing"]
["CAH02-04","Nursing and midwifery","B714","Practice nursing"]
["CAH02-04","Nursing and midwifery","B720","Midwifery"]
["CAH02-04","Nursing and midwifery","B730","Children's nursing"]
["CAH02-04","Nursing and midwifery","B731","Neonatal care"]
["CAH02-04","Nursing and midwifery","B740","Adult nursing"]
["CAH02-04","Nursing and midwifery","B741","Older people nursing"]
["CAH02-04","Nursing and midwifery","B750","Dental nursing"]
["CAH02-04","Nursing and midwifery","B760","Mental health nursing"]
["CAH02-04","Nursing and midwifery","B761","Learning disability nursing"]
["CAH02-04","Nursing and midwifery","B770","Medical nursing"]
["CAH02-04","Nursing and midwifery","B771","Critical care nursing"]
["CAH02-04","Nursing and midwifery","B772","Surgical nursing"]
["CAH02-04","Nursing and midwifery","B773","Emergency nursing"]
["CAH02-04","Nursing and midwifery","B790","Nursing not elsewhere classified"]
["CAH02-05","Medical sciences","B100","Anatomy, physiology & pathology"]
["CAH02-05","Medical sciences","B110","Anatomy"]
["CAH02-05","Medical sciences","B120","Physiology"]
["CAH02-05","Medical sciences","B121","Clinical physiology"]
["CAH02-05","Medical sciences","B130","Pathology"]
["CAH02-05","Medical sciences","B131","Cellular pathology"]
["CAH02-05","Medical sciences","B132","Pathobiology"]
["CAH02-05","Medical sciences","B140","Neuroscience"]
["CAH02-05","Medical sciences","B190","Anatomy, physiology & pathology not elsewhere classified"]
["CAH02-05","Medical sciences","B610","Audiology"]
["CAH02-05","Medical sciences","B800","Medical technology"]
["CAH02-05","Medical sciences","B810","Cardiography"]
["CAH02-05","Medical sciences","B821","Radiography, diagnostic"]
["CAH02-05","Medical sciences","B822","Radiography, therapeutic"]
["CAH02-05","Medical sciences","B890","Medical technology not elsewhere classified"]
["CAH02-05","Medical sciences","I510","Health technologies"]
["CAH02-06","Allied health","B000","Subjects allied to medicine"]
["CAH02-06","Allied health","B160","Physiotherapy"]
["CAH02-06","Allied health","B170","Podiatry"]
["CAH02-06","Allied health","B290","Pharmacology, toxicology & pharmacy not elsewhere classified"]
["CAH02-06","Allied health","B300","Complementary medicines, therapies & well-being"]
["CAH02-06","Allied health","B310","Osteopathy"]
["CAH02-06","Allied health","B320","Chiropractic"]
["CAH02-06","Allied health","B340","Alternative medicine & therapies"]
["CAH02-06","Allied health","B341","Chinese"]
["CAH02-06","Allied health","B342","Herbalism"]
["CAH02-06","Allied health","B343","Acupuncture"]
["CAH02-06","Allied health","B344","Aromatherapy"]
["CAH02-06","Allied health","B390","Complementary medicines, therapies & well-being not elsewhere classified"]
["CAH02-06","Allied health","B400","Nutrition"]
["CAH02-06","Allied health","B410","Dietetics"]
["CAH02-06","Allied health","B490","Nutrition not elsewhere classified"]
["CAH02-06","Allied health","B500","Ophthalmics"]
["CAH02-06","Allied health","B510","Optometry"]
["CAH02-06","Allied health","B520","Orthoptics"]
["CAH02-06","Allied health","B600","Aural & oral sciences"]
["CAH02-06","Allied health","B620","Speech science"]
["CAH02-06","Allied health","B630","Language pathology"]
["CAH02-06","Allied health","B690","Aural & oral sciences not elsewhere classified"]
["CAH02-06","Allied health","B900","Others in subjects allied to medicine"]
["CAH02-06","Allied health","B910","Environmental health"]
["CAH02-06","Allied health","B920","Occupational health"]
["CAH02-06","Allied health","B930","Occupational therapy"]
["CAH02-06","Allied health","B940","Counselling"]
["CAH02-06","Allied health","B950","Paramedical science"]
["CAH02-06","Allied health","B990","Subjects allied to medicine not elsewhere classified"]
["CAH02-06","Allied health","C843","Counselling psychology"]
["CAH02-06","Allied health","C844","Psychotherapy"]
["CAH03-01","Biosciences","C000","Biological sciences"]
["CAH03-01","Biosciences","C100","Biology"]
["CAH03-01","Biosciences","C110","Applied biology"]
["CAH03-01","Biosciences","C111","Parasitology"]
["CAH03-01","Biosciences","C120","Behavioural biology"]
["CAH03-01","Biosciences","C130","Cell biology"]
["CAH03-01","Biosciences","C131","Applied cell biology"]
["CAH03-01","Biosciences","C140","Developmental/Reproductive biology"]
["CAH03-01","Biosciences","C141","Developmental biology"]
["CAH03-01","Biosciences","C142","Reproductive biology"]
["CAH03-01","Biosciences","C150","Environmental biology"]
["CAH03-01","Biosciences","C160","Marine/Freshwater biology"]
["CAH03-01","Biosciences","C161","Marine biology"]
["CAH03-01","Biosciences","C162","Freshwater biology"]
["CAH03-01","Biosciences","C180","Ecology"]
["CAH03-01","Biosciences","C181","Biodiversity"]
["CAH03-01","Biosciences","C182","Evolution"]
["CAH03-01","Biosciences","C184","Conservation ecology"]
["CAH03-01","Biosciences","C190","Biology not elsewhere classified"]
["CAH03-01","Biosciences","C191","Biometry"]
["CAH03-01","Biosciences","C200","Botany"]
["CAH03-01","Biosciences","C240","Plant cell science"]
["CAH03-01","Biosciences","C300","Zoology"]
["CAH03-01","Biosciences","C310","Applied zoology"]
["CAH03-01","Biosciences","C340","Entomology"]
["CAH03-01","Biosciences","C350","Marine zoology"]
["CAH03-01","Biosciences","C400","Genetics"]
["CAH03-01","Biosciences","C410","Applied genetics"]
["CAH03-01","Biosciences","C420","Human genetics"]
["CAH03-01","Biosciences","C430","Medical & veterinary genetics"]
["CAH03-01","Biosciences","C431","Medical genetics"]
["CAH03-01","Biosciences","C440","Molecular genetics"]
["CAH03-01","Biosciences","C490","Genetics not elsewhere classified"]
["CAH03-01","Biosciences","C500","Microbiology"]
["CAH03-01","Biosciences","C510","Applied microbiology"]
["CAH03-01","Biosciences","C520","Medical & veterinary microbiology"]
["CAH03-01","Biosciences","C521","Medical microbiology"]
["CAH03-01","Biosciences","C530","Bacteriology"]
["CAH03-01","Biosciences","C540","Virology"]
["CAH03-01","Biosciences","C550","Immunology"]
["CAH03-01","Biosciences","C570","Serology"]
["CAH03-01","Biosciences","C590","Microbiology not elsewhere classified"]
["CAH03-01","Biosciences","C700","Molecular biology, biophysics & biochemistry"]
["CAH03-01","Biosciences","C710","Applied molecular biology, biophysics & biochemistry"]
["CAH03-01","Biosciences","C720","Biological chemistry"]
["CAH03-01","Biosciences","C730","Metabolic biochemistry"]
["CAH03-01","Biosciences","C740","Medical & veterinary biochemistry"]
["CAH03-01","Biosciences","C741","Medical biochemistry"]
["CAH03-01","Biosciences","C760","Biomolecular science"]
["CAH03-01","Biosciences","C790","Molecular biology, biophysics & biochemistry not elsewhere classified"]
["CAH03-01","Biosciences","C900","Others in Biological Sciences"]
["CAH03-01","Biosciences","C910","Applied biological sciences"]
["CAH03-01","Biosciences","C990","Biological sciences not elsewhere classified"]
["CAH03-02","Sport and exercise sciences","C600","Sport & exercise science"]
["CAH03-02","Sport and exercise sciences","C610","Sport coaching"]
["CAH03-02","Sport and exercise sciences","C620","Sport development"]
["CAH03-02","Sport and exercise sciences","C630","Sport conditioning, rehabilitation & therapy"]
["CAH03-02","Sport and exercise sciences","C640","Sport studies"]
["CAH03-02","Sport and exercise sciences","C650","Sport technology"]
["CAH03-02","Sport and exercise sciences","C690","Sport & exercise science not elsewhere classified"]
["CAH04-01","Psychology","C800","Psychology"]
["CAH04-01","Psychology","C810","Applied psychology"]
["CAH04-01","Psychology","C812","Educational psychology"]
["CAH04-01","Psychology","C813","Sport psychology"]
["CAH04-01","Psychology","C815","Business psychology"]
["CAH04-01","Psychology","C816","Forensic psychology"]
["CAH04-01","Psychology","C820","Developmental psychology"]
["CAH04-01","Psychology","C821","Child psychology"]
["CAH04-01","Psychology","C830","Methodological & conceptual issues in psychology"]
["CAH04-01","Psychology","C840","Psychology in health & medicine"]
["CAH04-01","Psychology","C841","Health psychology"]
["CAH04-01","Psychology","C842","Clinical psychology"]
["CAH04-01","Psychology","C845","Clinical neuropsychology"]
["CAH04-01","Psychology","C847","Psychoanalytical studies"]
["CAH04-01","Psychology","C848","Psychology of mental health"]
["CAH04-01","Psychology","C850","Cognitive & affective psychology"]
["CAH04-01","Psychology","C852","Psychology of communication"]
["CAH04-01","Psychology","C856","Experimental psychology"]
["CAH04-01","Psychology","C860","Psychobiology"]
["CAH04-01","Psychology","C861","Cognitive neuroscience"]
["CAH04-01","Psychology","C862","Affective neuroscience"]
["CAH04-01","Psychology","C880","Social psychology"]
["CAH04-01","Psychology","C890","Psychology not elsewhere classified"]
["CAH05-01","Veterinary sciences","C522","Veterinary microbiology"]
["CAH05-01","Veterinary sciences","D100","Pre-clinical veterinary medicine"]
["CAH05-01","Veterinary sciences","D200","Clinical veterinary medicine & dentistry"]
["CAH05-01","Veterinary sciences","D210","Clinical veterinary medicine"]
["CAH05-01","Veterinary sciences","D220","Clinical veterinary dentistry"]
["CAH05-01","Veterinary sciences","D310","Veterinary nursing"]
["CAH05-01","Veterinary sciences","D900","Others in veterinary sciences, agriculture & related subjects"]
["CAH06-01","Agriculture, food and related studies","C865","Animal psychology"]
["CAH06-01","Agriculture, food and related studies","D300","Animal science"]
["CAH06-01","Agriculture, food and related studies","D320","Animal health"]
["CAH06-01","Agriculture, food and related studies","D321","Animal anatomy"]
["CAH06-01","Agriculture, food and related studies","D323","Animal pathology"]
["CAH06-01","Agriculture, food and related studies","D328","Animal welfare"]
["CAH06-01","Agriculture, food and related studies","D390","Animal sciences not elsewhere classified"]
["CAH06-01","Agriculture, food and related studies","D400","Agriculture"]
["CAH06-01","Agriculture, food and related studies","D410","Arable & fruit farming"]
["CAH06-01","Agriculture, food and related studies","D414","Crop protection"]
["CAH06-01","Agriculture, food and related studies","D415","Crop production"]
["CAH06-01","Agriculture, food and related studies","D417","Amenity horticulture"]
["CAH06-01","Agriculture, food and related studies","D418","Exotic plants & crops"]
["CAH06-01","Agriculture, food and related studies","D420","Livestock"]
["CAH06-01","Agriculture, food and related studies","D422","Equine studies"]
["CAH06-01","Agriculture, food and related studies","D430","Fish farming"]
["CAH06-01","Agriculture, food and related studies","D435","Aquaculture"]
["CAH06-01","Agriculture, food and related studies","D440","Rural estate management"]
["CAH06-01","Agriculture, food and related studies","D441","Farm management"]
["CAH06-01","Agriculture, food and related studies","D444","Land management for recreation"]
["CAH06-01","Agriculture, food and related studies","D446","Wilderness management"]
["CAH06-01","Agriculture, food and related studies","D447","Environmental conservation"]
["CAH06-01","Agriculture, food and related studies","D450","International agriculture"]
["CAH06-01","Agriculture, food and related studies","D460","Organic farming"]
["CAH06-01","Agriculture, food and related studies","D470","Agricultural technology"]
["CAH06-01","Agriculture, food and related studies","D471","Agricultural machinery"]
["CAH06-01","Agriculture, food and related studies","D490","Agriculture not elsewhere classified"]
["CAH06-01","Agriculture, food and related studies","D500","Forestry & arboriculture"]
["CAH06-01","Agriculture, food and related studies","D517","Community forestry"]
["CAH06-01","Agriculture, food and related studies","D540","Forestry technology"]
["CAH06-01","Agriculture, food and related studies","D600","Food & beverage studies"]
["CAH06-01","Agriculture, food and related studies","D610","Food science"]
["CAH06-01","Agriculture, food and related studies","D630","Food & beverage production"]
["CAH06-01","Agriculture, food and related studies","D633","Food & beverage technology"]
["CAH06-01","Agriculture, food and related studies","D634","Industrial baking"]
["CAH06-01","Agriculture, food and related studies","D635","Industrial brewing"]
["CAH06-01","Agriculture, food and related studies","D640","Food & beverages for the consumer"]
["CAH06-01","Agriculture, food and related studies","D690","Food & beverage studies not elsewhere classified"]
["CAH06-01","Agriculture, food and related studies","D700","Agricultural sciences"]
["CAH07-01","Physics and astronomy","F300","Physics"]
["CAH07-01","Physics and astronomy","F310","Applied physics"]
["CAH07-01","Physics and astronomy","F311","Engineering physics"]
["CAH07-01","Physics and astronomy","F320","Chemical physics"]
["CAH07-01","Physics and astronomy","F330","Environmental physics"]
["CAH07-01","Physics and astronomy","F331","Atmospheric physics"]
["CAH07-01","Physics and astronomy","F340","Mathematical & theoretical physics"]
["CAH07-01","Physics and astronomy","F343","Computational physics"]
["CAH07-01","Physics and astronomy","F350","Medical physics"]
["CAH07-01","Physics and astronomy","F351","Radiation physics"]
["CAH07-01","Physics and astronomy","F360","Optical physics"]
["CAH07-01","Physics and astronomy","F361","Laser physics"]
["CAH07-01","Physics and astronomy","F370","Nuclear & particle physics"]
["CAH07-01","Physics and astronomy","F390","Physics not elsewhere classified"]
["CAH07-01","Physics and astronomy","F500","Astronomy"]
["CAH07-01","Physics and astronomy","F510","Astrophysics"]
["CAH07-01","Physics and astronomy","F520","Space & planetary sciences"]
["CAH07-01","Physics and astronomy","F521","Space science"]
["CAH07-01","Physics and astronomy","F522","Planetary science"]
["CAH07-01","Physics and astronomy","F540","Astronomy observation"]
["CAH07-01","Physics and astronomy","F590","Astronomy not elsewhere classified"]
["CAH07-01","Physics and astronomy","H140","Mechanics"]
["CAH07-02","Chemistry","F100","Chemistry"]
["CAH07-02","Chemistry","F110","Applied chemistry"]
["CAH07-02","Chemistry","F111","Industrial chemistry"]
["CAH07-02","Chemistry","F112","Colour chemistry"]
["CAH07-02","Chemistry","F120","Inorganic chemistry"]
["CAH07-02","Chemistry","F130","Structural chemistry"]
["CAH07-02","Chemistry","F131","Crystallography"]
["CAH07-02","Chemistry","F140","Environmental chemistry"]
["CAH07-02","Chemistry","F141","Marine chemistry"]
["CAH07-02","Chemistry","F150","Medicinal chemistry"]
["CAH07-02","Chemistry","F151","Pharmaceutical chemistry"]
["CAH07-02","Chemistry","F160","Organic chemistry"]
["CAH07-02","Chemistry","F162","Polymer chemistry"]
["CAH07-02","Chemistry","F163","Bio-organic chemistry"]
["CAH07-02","Chemistry","F165","Biomolecular chemistry"]
["CAH07-02","Chemistry","F170","Physical chemistry"]
["CAH07-02","Chemistry","F180","Analytical chemistry"]
["CAH07-02","Chemistry","F190","Chemistry not elsewhere classified"]
["CAH07-04","General, applied and forensic sciences","F000","Physical sciences"]
["CAH07-04","General, applied and forensic sciences","F400","Forensic & archaeological sciences"]
["CAH07-04","General, applied and forensic sciences","F410","Forensic science"]
["CAH07-04","General, applied and forensic sciences","F420","Archaeological science"]
["CAH07-04","General, applied and forensic sciences","F490","Forensic & archaeological sciences not elsewhere classified"]
["CAH07-04","General, applied and forensic sciences","F900","Others in physical sciences"]
["CAH07-04","General, applied and forensic sciences","F990","Physical sciences not elsewhere classified"]
["CAH09-01","Mathematical sciences","G010","Mathematical science"]
["CAH09-01","Mathematical sciences","G100","Mathematics"]
["CAH09-01","Mathematical sciences","G110","Pure mathematics"]
["CAH09-01","Mathematical sciences","G120","Applied mathematics"]
["CAH09-01","Mathematical sciences","G130","Mathematical methods"]
["CAH09-01","Mathematical sciences","G140","Numerical analysis"]
["CAH09-01","Mathematical sciences","G150","Mathematical modelling"]
["CAH09-01","Mathematical sciences","G160","Engineering/industrial mathematics"]
["CAH09-01","Mathematical sciences","G170","Computational mathematics"]
["CAH09-01","Mathematical sciences","G190","Mathematics not elsewhere classified"]
["CAH09-01","Mathematical sciences","G200","Operational research"]
["CAH09-01","Mathematical sciences","G290","Operational research not elsewhere classified"]
["CAH09-01","Mathematical sciences","G300","Statistics"]
["CAH09-01","Mathematical sciences","G310","Applied statistics"]
["CAH09-01","Mathematical sciences","G320","Probability"]
["CAH09-01","Mathematical sciences","G350","Mathematical statistics"]
["CAH09-01","Mathematical sciences","G390","Statistics not elsewhere classified"]
["CAH09-01","Mathematical sciences","G900","Others in mathematical sciences"]
["CAH09-01","Mathematical sciences","G910","Others in Mathematical Sciences"]
["CAH10-01","Engineering","B830","Biomechanics & prosthetics (non-clinical)"]
["CAH10-01","Engineering","B840","Dental technology"]
["CAH10-01","Engineering","H000","Engineering"]
["CAH10-01","Engineering","H100","General engineering"]
["CAH10-01","Engineering","H110","Integrated engineering"]
["CAH10-01","Engineering","H120","Safety engineering"]
["CAH10-01","Engineering","H121","Fire safety engineering"]
["CAH10-01","Engineering","H123","Public health engineering"]
["CAH10-01","Engineering","H130","Computer-aided engineering"]
["CAH10-01","Engineering","H131","Automated engineering design"]
["CAH10-01","Engineering","H150","Engineering design"]
["CAH10-01","Engineering","H160","Bioengineering, biomedical engineering & clinical engineering"]
["CAH10-01","Engineering","H161","Biomaterials"]
["CAH10-01","Engineering","H164","Rehabilitation engineering"]
["CAH10-01","Engineering","H165","Tissue engineering & regenerative medicine"]
["CAH10-01","Engineering","H168","Medical devices & instrumentation"]
["CAH10-01","Engineering","H190","General engineering not elsewhere classified"]
["CAH10-01","Engineering","H200","Civil engineering"]
["CAH10-01","Engineering","H210","Structural engineering"]
["CAH10-01","Engineering","H220","Environmental engineering"]
["CAH10-01","Engineering","H221","Energy resources"]
["CAH10-01","Engineering","H230","Transport engineering"]
["CAH10-01","Engineering","H231","Permanent way engineering"]
["CAH10-01","Engineering","H240","Surveying science"]
["CAH10-01","Engineering","H242","Engineering surveying"]
["CAH10-01","Engineering","H290","Civil engineering not elsewhere classified"]
["CAH10-01","Engineering","H300","Mechanical engineering"]
["CAH10-01","Engineering","H330","Automotive engineering"]
["CAH10-01","Engineering","H331","Road vehicle engineering"]
["CAH10-01","Engineering","H340","Acoustics & vibration"]
["CAH10-01","Engineering","H341","Acoustics"]
["CAH10-01","Engineering","H360","Electromechanical engineering"]
["CAH10-01","Engineering","H390","Mechanical engineering not elsewhere classified"]
["CAH10-01","Engineering","H400","Aerospace engineering"]
["CAH10-01","Engineering","H410","Aeronautical engineering"]
["CAH10-01","Engineering","H411","Air passenger transport engineering"]
["CAH10-01","Engineering","H430","Avionics"]
["CAH10-01","Engineering","H440","Aerodynamics"]
["CAH10-01","Engineering","H460","Aviation studies"]
["CAH10-01","Engineering","H490","Aerospace engineering not elsewhere classified"]
["CAH10-01","Engineering","H500","Naval architecture"]
["CAH10-01","Engineering","H510","Shipbuilding"]
["CAH10-01","Engineering","H520","Ship design"]
["CAH10-01","Engineering","H600","Electronic & electrical engineering"]
["CAH10-01","Engineering","H610","Electronic engineering"]
["CAH10-01","Engineering","H611","Microelectronic engineering"]
["CAH10-01","Engineering","H612","Integrated circuit design"]
["CAH10-01","Engineering","H620","Electrical engineering"]
["CAH10-01","Engineering","H630","Electrical power"]
["CAH10-01","Engineering","H631","Electrical power generation"]
["CAH10-01","Engineering","H640","Communications engineering"]
["CAH10-01","Engineering","H641","Telecommunications engineering"]
["CAH10-01","Engineering","H642","Broadcast engineering"]
["CAH10-01","Engineering","H643","Satellite engineering"]
["CAH10-01","Engineering","H650","Systems engineering"]
["CAH10-01","Engineering","H651","Digital circuit engineering"]
["CAH10-01","Engineering","H660","Control systems"]
["CAH10-01","Engineering","H661","Instrumentation control"]
["CAH10-01","Engineering","H670","Robotics & cybernetics"]
["CAH10-01","Engineering","H671","Robotics"]
["CAH10-01","Engineering","H672","Cybernetics"]
["CAH10-01","Engineering","H674","Virtual reality engineering"]
["CAH10-01","Engineering","H680","Optoelectronic engineering"]
["CAH10-01","Engineering","H690","Electronic & electrical engineering not elsewhere classified"]
["CAH10-01","Engineering","H700","Production & manufacturing engineering"]
["CAH10-01","Engineering","H710","Manufacturing systems engineering"]
["CAH10-01","Engineering","H711","Manufacturing systems design"]
["CAH10-01","Engineering","H720","Quality assurance engineering"]
["CAH10-01","Engineering","H730","Mechatronics"]
["CAH10-01","Engineering","H790","Production & manufacturing engineering not elsewhere classified"]
["CAH10-01","Engineering","H800","Chemical, process & energy engineering"]
["CAH10-01","Engineering","H810","Chemical engineering"]
["CAH10-01","Engineering","H811","Biochemical engineering"]
["CAH10-01","Engineering","H812","Pharmaceutical engineering"]
["CAH10-01","Engineering","H821","Nuclear engineering"]
["CAH10-01","Engineering","H830","Chemical process engineering"]
["CAH10-01","Engineering","H831","Bioprocess engineering"]
["CAH10-01","Engineering","H840","Gas engineering"]
["CAH10-01","Engineering","H850","Petroleum engineering"]
["CAH10-01","Engineering","H890","Chemical, process & energy engineering not elsewhere classified"]
["CAH10-01","Engineering","H900","Others in engineering"]
["CAH10-01","Engineering","H990","Engineering not elsewhere classified"]
["CAH10-01","Engineering","J440","Clothing production"]
["CAH10-01","Engineering","J445","Footwear production"]
["CAH10-01","Engineering","J750","Medical biotechnology"]
["CAH10-03","Materials and technology","C230","Plant biotechnology"]
["CAH10-03","Materials and technology","F200","Materials science"]
["CAH10-03","Materials and technology","F290","Materials science not elsewhere classified"]
["CAH10-03","Materials and technology","J000","Technologies"]
["CAH10-03","Materials and technology","J100","Minerals technology"]
["CAH10-03","Materials and technology","J110","Mining"]
["CAH10-03","Materials and technology","J120","Quarrying"]
["CAH10-03","Materials and technology","J150","Minerals surveying"]
["CAH10-03","Materials and technology","J200","Metallurgy"]
["CAH10-03","Materials and technology","J220","Metallic fabrication"]
["CAH10-03","Materials and technology","J300","Ceramics & glass"]
["CAH10-03","Materials and technology","J400","Polymers & textiles"]
["CAH10-03","Materials and technology","J410","Polymers technology"]
["CAH10-03","Materials and technology","J411","Plastics"]
["CAH10-03","Materials and technology","J420","Textiles technology"]
["CAH10-03","Materials and technology","J430","Leather technology"]
["CAH10-03","Materials and technology","J490","Polymers & textiles not elsewhere classified"]
["CAH10-03","Materials and technology","J500","Materials technology not otherwise specified"]
["CAH10-03","Materials and technology","J510","Materials technology"]
["CAH10-03","Materials and technology","J511","Engineering materials"]
["CAH10-03","Materials and technology","J513","Furniture technology"]
["CAH10-03","Materials and technology","J520","Printing"]
["CAH10-03","Materials and technology","J530","Gemmology"]
["CAH10-03","Materials and technology","J600","Maritime technology"]
["CAH10-03","Materials and technology","J610","Marine technology"]
["CAH10-03","Materials and technology","J611","Marine navigation"]
["CAH10-03","Materials and technology","J690","Maritime technology not elsewhere classified"]
["CAH10-03","Materials and technology","J700","Biotechnology"]
["CAH10-03","Materials and technology","J710","Plant biotechnology (crops, trees, shrubs etc.)"]
["CAH10-03","Materials and technology","J740","Industrial biotechnology"]
["CAH10-03","Materials and technology","J790","Biotechnology not elsewhere classified"]
["CAH10-03","Materials and technology","J900","Others in technology"]
["CAH10-03","Materials and technology","J910","Energy technologies"]
["CAH10-03","Materials and technology","J930","Audio technology"]
["CAH10-03","Materials and technology","J931","Music recording"]
["CAH10-03","Materials and technology","J950","Musical instrument technology"]
["CAH10-03","Materials and technology","J960","Transport logistics"]
["CAH10-03","Materials and technology","J970","Emergency & disaster technologies"]
["CAH10-03","Materials and technology","J990","Technologies not elsewhere classified"]
["CAH11-01","Computing","I100","Computer science"]
["CAH11-01","Computing","I110","Computer architectures & operating systems"]
["CAH11-01","Computing","I111","Computer architectures"]
["CAH11-01","Computing","I112","Operating systems"]
["CAH11-01","Computing","I114","High end computing"]
["CAH11-01","Computing","I120","Networks & communications"]
["CAH11-01","Computing","I130","Computational science foundations"]
["CAH11-01","Computing","I140","Human-computer interaction"]
["CAH11-01","Computing","I150","Multimedia computing science"]
["CAH11-01","Computing","I160","Internet"]
["CAH11-01","Computing","I161","e-business"]
["CAH11-01","Computing","I190","Computer science not elsewhere classified"]
["CAH11-01","Computing","I200","Information systems"]
["CAH11-01","Computing","I210","Information modelling"]
["CAH11-01","Computing","I220","Systems design methodologies"]
["CAH11-01","Computing","I230","Systems analysis & design"]
["CAH11-01","Computing","I240","Databases"]
["CAH11-01","Computing","I250","Systems auditing"]
["CAH11-01","Computing","I260","Data management"]
["CAH11-01","Computing","I270","Intelligent & expert systems"]
["CAH11-01","Computing","I290","Systems analysis & design not elsewhere classified"]
["CAH11-01","Computing","I300","Software engineering"]
["CAH11-01","Computing","I310","Software design"]
["CAH11-01","Computing","I320","Programming"]
["CAH11-01","Computing","I390","Software engineering not elsewhere classified"]
["CAH11-01","Computing","I400","Artificial intelligence"]
["CAH11-01","Computing","I410","Speech & natural language processing"]
["CAH11-01","Computing","I430","Neural computing"]
["CAH11-01","Computing","I440","Computer vision"]
["CAH11-01","Computing","I450","Cognitive modelling"]
["CAH11-01","Computing","I500","Health informatics"]
["CAH11-01","Computing","I600","Games"]
["CAH11-01","Computing","I610","Computer games programming"]
["CAH11-01","Computing","I620","Computer games design"]
["CAH11-01","Computing","I630","Computer games graphics"]
["CAH11-01","Computing","I700","Computer generated visual & audio effects"]
["CAH11-01","Computing","I710","Computer generated imagery"]
["CAH11-01","Computing","I900","Others in Computer sciences"]
["CAH11-01","Computing","I990","Computer sciences not elsewhere classified"]
["CAH13-01","Architecture, building and planning","K000","Architecture, building & planning"]
["CAH13-01","Architecture, building and planning","K100","Architecture"]
["CAH13-01","Architecture, building and planning","K110","Architectural design theory"]
["CAH13-01","Architecture, building and planning","K130","Architectural technology"]
["CAH13-01","Architecture, building and planning","K190","Architecture not elsewhere classified"]
["CAH13-01","Architecture, building and planning","K200","Building"]
["CAH13-01","Architecture, building and planning","K210","Building technology"]
["CAH13-01","Architecture, building and planning","K220","Construction management"]
["CAH13-01","Architecture, building and planning","K230","Building surveying"]
["CAH13-01","Architecture, building and planning","K240","Quantity surveying"]
["CAH13-01","Architecture, building and planning","K250","Conservation of buildings"]
["CAH13-01","Architecture, building and planning","K290","Building not elsewhere classified"]
["CAH13-01","Architecture, building and planning","K300","Landscape & garden design"]
["CAH13-01","Architecture, building and planning","K310","Landscape architecture"]
["CAH13-01","Architecture, building and planning","K320","Landscape studies"]
["CAH13-01","Architecture, building and planning","K330","Landscape design"]
["CAH13-01","Architecture, building and planning","K340","Garden design"]
["CAH13-01","Architecture, building and planning","K341","Garden horticulture"]
["CAH13-01","Architecture, building and planning","K390","Landscape & garden design not elsewhere classified"]
["CAH13-01","Architecture, building and planning","K400","Planning (urban, rural & regional)"]
["CAH13-01","Architecture, building and planning","K410","Regional planning"]
["CAH13-01","Architecture, building and planning","K420","Urban & rural planning"]
["CAH13-01","Architecture, building and planning","K421","Urban planning"]
["CAH13-01","Architecture, building and planning","K422","Rural planning"]
["CAH13-01","Architecture, building and planning","K430","Planning studies"]
["CAH13-01","Architecture, building and planning","K440","Urban studies"]
["CAH13-01","Architecture, building and planning","K450","Housing"]
["CAH13-01","Architecture, building and planning","K460","Transport planning"]
["CAH13-01","Architecture, building and planning","K490","Planning (urban, rural & regional) not elsewhere classified"]
["CAH13-01","Architecture, building and planning","K900","Others in architecture, building & planning"]
["CAH13-01","Architecture, building and planning","K990","Architecture, building & planning not elsewhere classified"]
["CAH13-01","Architecture, building and planning","N234","Property valuation & auctioneering"]
["CAH15-01","Sociology, social policy and anthropology","L000","Social studies"]
["CAH15-01","Sociology, social policy and anthropology","L300","Sociology"]
["CAH15-01","Sociology, social policy and anthropology","L310","Applied sociology"]
["CAH15-01","Sociology, social policy and anthropology","L311","Applied criminology"]
["CAH15-01","Sociology, social policy and anthropology","L320","Gender studies"]
["CAH15-01","Sociology, social policy and anthropology","L321","Women's studies"]
["CAH15-01","Sociology, social policy and anthropology","L330","Ethnic studies"]
["CAH15-01","Sociology, social policy and anthropology","L340","Disability in society"]
["CAH15-01","Sociology, social policy and anthropology","L350","Religion in society"]
["CAH15-01","Sociology, social policy and anthropology","L360","Socio-economics"]
["CAH15-01","Sociology, social policy and anthropology","L370","Social theory"]
["CAH15-01","Sociology, social policy and anthropology","L380","Political sociology"]
["CAH15-01","Sociology, social policy and anthropology","L390","Sociology not elsewhere classified"]
["CAH15-01","Sociology, social policy and anthropology","L391","Sociology of science & technology"]
["CAH15-01","Sociology, social policy and anthropology","L400","Social policy"]
["CAH15-01","Sociology, social policy and anthropology","L420","International social policy"]
["CAH15-01","Sociology, social policy and anthropology","L430","Public policy"]
["CAH15-01","Sociology, social policy and anthropology","L431","Health policy"]
["CAH15-01","Sociology, social policy and anthropology","L432","Welfare policy"]
["CAH15-01","Sociology, social policy and anthropology","L433","Education policy"]
["CAH15-01","Sociology, social policy and anthropology","L435","Security policy"]
["CAH15-01","Sociology, social policy and anthropology","L436","Emergency services policy"]
["CAH15-01","Sociology, social policy and anthropology","L437","Criminal justice policy"]
["CAH15-01","Sociology, social policy and anthropology","L490","Social policy not elsewhere classified"]
["CAH15-01","Sociology, social policy and anthropology","L600","Anthropology"]
["CAH15-01","Sociology, social policy and anthropology","L610","Social & cultural anthropology"]
["CAH15-01","Sociology, social policy and anthropology","L611","Criminological theory"]
["CAH15-01","Sociology, social policy and anthropology","L620","Physical & biological anthropology"]
["CAH15-01","Sociology, social policy and anthropology","L800","Development studies"]
["CAH15-01","Sociology, social policy and anthropology","L900","Others in social studies"]
["CAH15-01","Sociology, social policy and anthropology","L990","Social studies not elsewhere classified"]
["CAH15-01","Sociology, social policy and anthropology","M270","Sociology of law"]
["CAH15-02","Economics","L100","Economics"]
["CAH15-02","Economics","L110","Applied economics"]
["CAH15-02","Economics","L111","Financial economics"]
["CAH15-02","Economics","L113","Economic policy"]
["CAH15-02","Economics","L140","Econometrics"]
["CAH15-02","Economics","L150","Political economics"]
["CAH15-02","Economics","L160","International economics"]
["CAH15-02","Economics","L190","Economics not elsewhere classified"]
["CAH15-03","Politics","L200","Politics"]
["CAH15-03","Politics","L210","Political theories"]
["CAH15-03","Politics","L220","Political systems"]
["CAH15-03","Politics","L230","UK government/parliamentary studies"]
["CAH15-03","Politics","L231","Public administration"]
["CAH15-03","Politics","L240","International politics"]
["CAH15-03","Politics","L241","European Union politics"]
["CAH15-03","Politics","L243","Politics of a specific country/region"]
["CAH15-03","Politics","L250","International relations"]
["CAH15-03","Politics","L251","Strategic studies"]
["CAH15-03","Politics","L252","War & peace studies"]
["CAH15-03","Politics","L260","Comparative politics"]
["CAH15-03","Politics","L290","Politics not elsewhere classified"]
["CAH15-04","Health and social care","L500","Social work"]
["CAH15-04","Health and social care","L510","Health & welfare"]
["CAH15-04","Health and social care","L520","Child care"]
["CAH15-04","Health and social care","L530","Youth work"]
["CAH15-04","Health and social care","L540","Community work"]
["CAH15-04","Health and social care","L541","Community justice"]
["CAH15-04","Health and social care","L560","Probation/after-care"]
["CAH15-04","Health and social care","L590","Social work not elsewhere classified"]
["CAH16-01","Law","M000","Law"]
["CAH16-01","Law","M100","Law by area"]
["CAH16-01","Law","M110","UK legal systems"]
["CAH16-01","Law","M111","English law"]
["CAH16-01","Law","M114","Scottish law"]
["CAH16-01","Law","M120","European Union law"]
["CAH16-01","Law","M130","Public international law"]
["CAH16-01","Law","M140","Comparative law"]
["CAH16-01","Law","M190","Law by area not elsewhere classified"]
["CAH16-01","Law","M200","Law by topic"]
["CAH16-01","Law","M210","Public law"]
["CAH16-01","Law","M211","Criminal law"]
["CAH16-01","Law","M221","Business & commercial law"]
["CAH16-01","Law","M224","Torts"]
["CAH16-01","Law","M250","Legal practice"]
["CAH16-01","Law","M290","Law by topic not elsewhere classified"]
["CAH16-01","Law","M900","Others in law"]
["CAH16-01","Law","M990","Law not elsewhere classified"]
["CAH17-01","Business and management","N000","Business & administrative studies"]
["CAH17-01","Business and management","N100","Business studies"]
["CAH17-01","Business and management","N110","European business studies"]
["CAH17-01","Business and management","N120","International business studies"]
["CAH17-01","Business and management","N190","Business studies not elsewhere classified"]
["CAH17-01","Business and management","N200","Management studies"]
["CAH17-01","Business and management","N210","Management techniques"]
["CAH17-01","Business and management","N211","Strategic management"]
["CAH17-01","Business and management","N212","Creative management"]
["CAH17-01","Business and management","N213","Project management"]
["CAH17-01","Business and management","N215","Organisational development"]
["CAH17-01","Business and management","N220","Institutional management"]
["CAH17-01","Business and management","N223","Domestic management"]
["CAH17-01","Business and management","N224","Management & organisation of education"]
["CAH17-01","Business and management","N225","Criminal justice management"]
["CAH17-01","Business and management","N230","Land & property management"]
["CAH17-01","Business and management","N231","Land management"]
["CAH17-01","Business and management","N232","Property management"]
["CAH17-01","Business and management","N240","Retail management"]
["CAH17-01","Business and management","N250","Emergency & disaster management"]
["CAH17-01","Business and management","N251","Emergency services management"]
["CAH17-01","Business and management","N290","Management studies not elsewhere classified"]
["CAH17-01","Business and management","N300","Finance"]
["CAH17-01","Business and management","N310","Banking"]
["CAH17-01","Business and management","N320","Investment & insurance"]
["CAH17-01","Business and management","N321","Investment"]
["CAH17-01","Business and management","N322","Insurance"]
["CAH17-01","Business and management","N323","Actuarial science"]
["CAH17-01","Business and management","N330","Taxation"]
["CAH17-01","Business and management","N340","Financial management"]
["CAH17-01","Business and management","N341","Financial risk"]
["CAH17-01","Business and management","N390","Finance not elsewhere classified"]
["CAH17-01","Business and management","N400","Accounting"]
["CAH17-01","Business and management","N410","Accountancy"]
["CAH17-01","Business and management","N411","Cost & management accountancy"]
["CAH17-01","Business and management","N420","Accounting theory"]
["CAH17-01","Business and management","N422","Financial reporting"]
["CAH17-01","Business and management","N490","Accounting not elsewhere classified"]
["CAH17-01","Business and management","N500","Marketing"]
["CAH17-01","Business and management","N510","Market research"]
["CAH17-01","Business and management","N520","Sales management"]
["CAH17-01","Business and management","N530","Distribution"]
["CAH17-01","Business and management","N550","International marketing"]
["CAH17-01","Business and management","N560","Promotion & advertising"]
["CAH17-01","Business and management","N561","Advertising"]
["CAH17-01","Business and management","N590","Marketing not elsewhere classified"]
["CAH17-01","Business and management","N600","Human resource management"]
["CAH17-01","Business and management","N620","Health & safety issues"]
["CAH17-01","Business and management","N800","Hospitality, leisure, sport, tourism & transport"]
["CAH17-01","Business and management","N810","Travel management"]
["CAH17-01","Business and management","N820","Event management"]
["CAH17-01","Business and management","N830","Tourism"]
["CAH17-01","Business and management","N831","Tourism studies"]
["CAH17-01","Business and management","N832","Tourism management"]
["CAH17-01","Business and management","N850","Transport studies"]
["CAH17-01","Business and management","N852","Sea travel"]
["CAH17-01","Business and management","N853","Air travel"]
["CAH17-01","Business and management","N860","Hospitality"]
["CAH17-01","Business and management","N861","Hospitality studies"]
["CAH17-01","Business and management","N862","Hospitality management"]
["CAH17-01","Business and management","N870","Recreation & leisure studies"]
["CAH17-01","Business and management","N871","Spa management"]
["CAH17-01","Business and management","N872","Salon management"]
["CAH17-01","Business and management","N880","Sport management"]
["CAH17-01","Business and management","N890","Hospitality, leisure, sport, tourism & transport not elsewhere classified"]
["CAH17-01","Business and management","N900","Others in business & administrative studies"]
["CAH17-01","Business and management","N990","Business & administrative studies not elsewhere classified"]
["CAH17-01","Business and management","W376","Music marketing"]
["CAH19-01","English studies","Q000","Linguistics, classics & related subjects"]
["CAH19-01","English studies","Q100","Linguistics"]
["CAH19-01","English studies","Q110","Applied linguistics"]
["CAH19-01","English studies","Q131","Phonetics"]
["CAH19-01","English studies","Q140","Sociolinguistics"]
["CAH19-01","English studies","Q160","British Sign Language"]
["CAH19-01","English studies","Q190","Linguistics not elsewhere classified"]
["CAH19-01","English studies","Q300","English studies"]
["CAH19-01","English studies","Q310","English language"]
["CAH19-01","English studies","Q320","English literature"]
["CAH19-01","English studies","Q321","English literature by period"]
["CAH19-01","English studies","Q323","English literature by topic"]
["CAH19-01","English studies","Q330","English as a second language"]
["CAH19-01","English studies","Q340","English literature written as a second language"]
["CAH19-01","English studies","Q350","Scots language"]
["CAH19-01","English studies","Q360","Scots literature"]
["CAH19-01","English studies","Q390","English studies not elsewhere classified"]
["CAH19-01","English studies","W800","Imaginative writing"]
["CAH19-01","English studies","W810","Scriptwriting"]
["CAH19-01","English studies","W830","Prose writing"]
["CAH19-01","English studies","W890","Imaginative writing not elsewhere classified"]
["CAH19-02","Celtic studies","Q370","Irish language"]
["CAH19-02","Celtic studies","Q380","Irish literature"]
["CAH19-02","Celtic studies","Q500","Celtic studies"]
["CAH19-02","Celtic studies","Q530","Scottish Gaelic"]
["CAH19-02","Celtic studies","Q540","Irish Gaelic"]
["CAH19-02","Celtic studies","Q560","Welsh"]
["CAH19-02","Celtic studies","Q561","Welsh literature"]
["CAH19-02","Celtic studies","Q590","Celtic studies not elsewhere classified"]
["CAH19-04","Languages and area studies","Q200","Comparative literary studies"]
["CAH19-04","Languages and area studies","Q210","Literature in translation"]
["CAH19-04","Languages and area studies","Q220","Literature in its original language"]
["CAH19-04","Languages and area studies","Q290","Comparative literary studies not elsewhere classified"]
["CAH19-04","Languages and area studies","Q400","Ancient language studies"]
["CAH19-04","Languages and area studies","Q410","Ancient Egyptian"]
["CAH19-04","Languages and area studies","Q420","Classical Arabic"]
["CAH19-04","Languages and area studies","Q440","Sumerian"]
["CAH19-04","Languages and area studies","Q450","Sanskrit"]
["CAH19-04","Languages and area studies","Q480","Hebrew"]
["CAH19-04","Languages and area studies","Q900","Others in linguistics, classics & related subjects"]
["CAH19-04","Languages and area studies","Q910","Translation studies"]
["CAH19-04","Languages and area studies","Q920","Translation theory"]
["CAH19-04","Languages and area studies","Q990","Linguistics, classics & related subjects not elsewhere classified"]
["CAH19-04","Languages and area studies","R000","European languages, literature & related subjects"]
["CAH19-04","Languages and area studies","R100","French studies"]
["CAH19-04","Languages and area studies","R110","French language"]
["CAH19-04","Languages and area studies","R120","French literature"]
["CAH19-04","Languages and area studies","R130","French society & culture"]
["CAH19-04","Languages and area studies","R200","German studies"]
["CAH19-04","Languages and area studies","R210","German language"]
["CAH19-04","Languages and area studies","R220","German literature"]
["CAH19-04","Languages and area studies","R230","German society & culture"]
["CAH19-04","Languages and area studies","R300","Italian studies"]
["CAH19-04","Languages and area studies","R310","Italian language"]
["CAH19-04","Languages and area studies","R320","Italian literature"]
["CAH19-04","Languages and area studies","R400","Spanish studies"]
["CAH19-04","Languages and area studies","R410","Spanish language"]
["CAH19-04","Languages and area studies","R411","Spanish languages in other countries"]
["CAH19-04","Languages and area studies","R420","Spanish literature"]
["CAH19-04","Languages and area studies","R430","Spanish society & culture"]
["CAH19-04","Languages and area studies","R500","Portuguese studies"]
["CAH19-04","Languages and area studies","R510","Portuguese language"]
["CAH19-04","Languages and area studies","R511","Portuguese languages in other countries"]
["CAH19-04","Languages and area studies","R530","Portuguese society & culture"]
["CAH19-04","Languages and area studies","R600","Scandinavian studies"]
["CAH19-04","Languages and area studies","R610","Scandinavian languages"]
["CAH19-04","Languages and area studies","R611","Swedish language"]
["CAH19-04","Languages and area studies","R612","Norwegian language"]
["CAH19-04","Languages and area studies","R613","Finnish language"]
["CAH19-04","Languages and area studies","R614","Danish language"]
["CAH19-04","Languages and area studies","R690","Scandinavian studies not elsewhere classified"]
["CAH19-04","Languages and area studies","R700","Russian & East European studies"]
["CAH19-04","Languages and area studies","R701","Russian studies"]
["CAH19-04","Languages and area studies","R710","Russian & East European languages"]
["CAH19-04","Languages and area studies","R711","Russian language"]
["CAH19-04","Languages and area studies","R712","Polish language"]
["CAH19-04","Languages and area studies","R713","Czech language"]
["CAH19-04","Languages and area studies","R721","Russian literature"]
["CAH19-04","Languages and area studies","R722","Polish literature"]
["CAH19-04","Languages and area studies","R723","Czech literature"]
["CAH19-04","Languages and area studies","R730","Russian & east European society & culture"]
["CAH19-04","Languages and area studies","R790","Russian & east European studies not elsewhere classified"]
["CAH19-04","Languages and area studies","R800","European studies"]
["CAH19-04","Languages and area studies","R900","Others in European languages, literature & related subjects"]
["CAH19-04","Languages and area studies","R910","Other European languages"]
["CAH19-04","Languages and area studies","R911","Dutch"]
["CAH19-04","Languages and area studies","R930","Other European societies & cultures"]
["CAH19-04","Languages and area studies","R990","European languages, literature & related subjects not elsewhere classified"]
["CAH19-04","Languages and area studies","T000","Eastern, Asiatic, African, American & Australasian languages, literature & related subjects"]
["CAH19-04","Languages and area studies","T100","Chinese studies"]
["CAH19-04","Languages and area studies","T110","Chinese language studies"]
["CAH19-04","Languages and area studies","T130","Chinese society & culture studies"]
["CAH19-04","Languages and area studies","T200","Japanese studies"]
["CAH19-04","Languages and area studies","T210","Japanese language studies"]
["CAH19-04","Languages and area studies","T300","South Asian studies"]
["CAH19-04","Languages and area studies","T310","South Asian language studies"]
["CAH19-04","Languages and area studies","T311","Indian language studies"]
["CAH19-04","Languages and area studies","T400","Other Asian studies"]
["CAH19-04","Languages and area studies","T410","Other Asian language studies"]
["CAH19-04","Languages and area studies","T411","East Asian language studies"]
["CAH19-04","Languages and area studies","T412","South East Asian language studies"]
["CAH19-04","Languages and area studies","T431","East Asian society & culture studies"]
["CAH19-04","Languages and area studies","T500","African studies"]
["CAH19-04","Languages and area studies","T510","African language studies"]
["CAH19-04","Languages and area studies","T511","Eastern African language studies"]
["CAH19-04","Languages and area studies","T513","Northern African language studies"]
["CAH19-04","Languages and area studies","T600","Modern Middle Eastern studies"]
["CAH19-04","Languages and area studies","T610","Modern Middle Eastern language studies"]
["CAH19-04","Languages and area studies","T611","Arabic language studies"]
["CAH19-04","Languages and area studies","T612","Modern Standard Arabic language studies"]
["CAH19-04","Languages and area studies","T613","Persian language studies"]
["CAH19-04","Languages and area studies","T614","Modern Hebrew language studies"]
["CAH19-04","Languages and area studies","T616","Turkish language studies"]
["CAH19-04","Languages and area studies","T620","Modern Middle Eastern literature studies"]
["CAH19-04","Languages and area studies","T630","Modern Middle Eastern society & culture studies"]
["CAH19-04","Languages and area studies","T631","Arab society & culture studies"]
["CAH19-04","Languages and area studies","T700","American studies"]
["CAH19-04","Languages and area studies","T711","Latin American language studies"]
["CAH19-04","Languages and area studies","T720","American literature studies"]
["CAH19-04","Languages and area studies","T721","Latin American literature studies"]
["CAH19-04","Languages and area studies","T730","American society & culture studies"]
["CAH19-04","Languages and area studies","T731","Latin American society & culture studies"]
["CAH19-04","Languages and area studies","T733","Canadian society & culture studies"]
["CAH19-04","Languages and area studies","T790","American studies not elsewhere classified"]
["CAH19-04","Languages and area studies","T800","Australasian studies"]
["CAH19-04","Languages and area studies","T900","Others in Eastern, Asiatic, African, American & Australasian languages, literature & related subjects"]
["CAH19-04","Languages and area studies","T910","Others in Eastern, Asiatic, African, American & Australasian languages"]
["CAH19-04","Languages and area studies","T930","Others in Eastern, Asiatic, African, American & Australasian societies & culture"]
["CAH19-04","Languages and area studies","T990","Eastern, Asiatic, African, American & Australasian languages, literature"]
["CAH20-01","History and archaeology","D445","Biological heritage site management"]
["CAH20-01","History and archaeology","Q600","Latin studies"]
["CAH20-01","History and archaeology","Q610","Latin language"]
["CAH20-01","History and archaeology","Q620","Latin literature"]
["CAH20-01","History and archaeology","Q690","Latin studies not elsewhere classified"]
["CAH20-01","History and archaeology","Q700","Classical Greek studies"]
["CAH20-01","History and archaeology","Q710","Classical Greek language"]
["CAH20-01","History and archaeology","Q712","Late Greek"]
["CAH20-01","History and archaeology","Q800","Classical studies"]
["CAH20-01","History and archaeology","Q810","Classical reception"]
["CAH20-01","History and archaeology","Q890","Classical studies not elsewhere classified"]
["CAH20-01","History and archaeology","V100","History by period"]
["CAH20-01","History and archaeology","V140","Modern history"]
["CAH20-01","History and archaeology","V141","Modern history 1500-1599"]
["CAH20-01","History and archaeology","V142","Modern history 1600-1699"]
["CAH20-01","History and archaeology","V150","Medieval history"]
["CAH20-01","History and archaeology","V160","Ancient history"]
["CAH20-01","History and archaeology","V190","History by period not elsewhere classified"]
["CAH20-01","History and archaeology","V200","History by area"]
["CAH20-01","History and archaeology","V210","British history"]
["CAH20-01","History and archaeology","V212","Scottish history"]
["CAH20-01","History and archaeology","V213","Welsh history"]
["CAH20-01","History and archaeology","V214","English history"]
["CAH20-01","History and archaeology","V220","European history"]
["CAH20-01","History and archaeology","V230","American history"]
["CAH20-01","History and archaeology","V232","USA history"]
["CAH20-01","History and archaeology","V244","Byzantine History"]
["CAH20-01","History and archaeology","V270","World history"]
["CAH20-01","History and archaeology","V271","International history"]
["CAH20-01","History and archaeology","V290","History by area not elsewhere classified"]
["CAH20-01","History and archaeology","V300","History by topic"]
["CAH20-01","History and archaeology","V310","Economic history"]
["CAH20-01","History and archaeology","V320","Social history"]
["CAH20-01","History and archaeology","V321","Local history"]
["CAH20-01","History and archaeology","V330","History of religions"]
["CAH20-01","History and archaeology","V340","Intellectual history"]
["CAH20-01","History and archaeology","V350","History of art"]
["CAH20-01","History and archaeology","V360","History of architecture"]
["CAH20-01","History and archaeology","V370","History of design"]
["CAH20-01","History and archaeology","V380","History of science"]
["CAH20-01","History and archaeology","V384","History of medicine"]
["CAH20-01","History and archaeology","V390","History by topic not elsewhere classified"]
["CAH20-01","History and archaeology","V391","Military history"]
["CAH20-01","History and archaeology","V400","Archaeology"]
["CAH20-01","History and archaeology","V410","Egyptology"]
["CAH20-01","History and archaeology","V420","Stone Age"]
["CAH20-01","History and archaeology","V460","Archaeological techniques"]
["CAH20-01","History and archaeology","V700","Heritage studies"]
["CAH20-01","History and archaeology","V720","Heritage site management"]
["CAH20-01","History and archaeology","W160","Fine art conservation"]
["CAH20-01","History and archaeology","W330","History of music"]
["CAH20-01","History and archaeology","W630","History of cinematics & photography"]
["CAH20-02","Philosophy and religious studies","V500","Philosophy"]
["CAH20-02","Philosophy and religious studies","V520","Moral philosophy"]
["CAH20-02","Philosophy and religious studies","V540","Social philosophy"]
["CAH20-02","Philosophy and religious studies","V550","Philosophy of science"]
["CAH20-02","Philosophy and religious studies","V590","Philosophy not elsewhere classified"]
["CAH20-02","Philosophy and religious studies","V600","Theology & religious studies"]
["CAH20-02","Philosophy and religious studies","V610","Theology"]
["CAH20-02","Philosophy and religious studies","V620","Religious studies"]
["CAH20-02","Philosophy and religious studies","V621","Christian studies"]
["CAH20-02","Philosophy and religious studies","V622","Islamic studies"]
["CAH20-02","Philosophy and religious studies","V623","Judaism"]
["CAH20-02","Philosophy and religious studies","V627","Comparative religious studies"]
["CAH20-02","Philosophy and religious studies","V630","Divinity"]
["CAH20-02","Philosophy and religious studies","V640","Religious writings"]
["CAH20-02","Philosophy and religious studies","V641","The Bible & Christian texts"]
["CAH20-02","Philosophy and religious studies","V650","Pastoral studies"]
["CAH20-02","Philosophy and religious studies","V690","Theology & religious studies not elsewhere classified"]
["CAH22-01","Education and teaching","X000","Education"]
["CAH22-01","Education and teaching","X100","Training teachers"]
["CAH22-01","Education and teaching","X110","Training teachers - nursery"]
["CAH22-01","Education and teaching","X120","Training teachers - primary"]
["CAH22-01","Education and teaching","X121","Training teachers - infant (key stage 1)"]
["CAH22-01","Education and teaching","X130","Training teachers - secondary"]
["CAH22-01","Education and teaching","X140","Training teachers - tertiary"]
["CAH22-01","Education and teaching","X141","Training teachers - further education"]
["CAH22-01","Education and teaching","X142","Training teachers - higher education"]
["CAH22-01","Education and teaching","X150","Training teachers - adult education"]
["CAH22-01","Education and teaching","X151","Training teachers - coaching"]
["CAH22-01","Education and teaching","X160","Training teachers - specialist"]
["CAH22-01","Education and teaching","X161","Training teachers - special needs"]
["CAH22-01","Education and teaching","X162","Teaching English as a Foreign Language (TEFL)"]
["CAH22-01","Education and teaching","X190","Training teachers not elsewhere classified"]
["CAH22-01","Education and teaching","X200","Research & study skills in education"]
["CAH22-01","Education and teaching","X300","Academic studies in education"]
["CAH22-01","Education and teaching","X310","Academic studies in nursery education"]
["CAH22-01","Education and teaching","X320","Academic studies in primary education"]
["CAH22-01","Education and teaching","X330","Academic studies in secondary education"]
["CAH22-01","Education and teaching","X340","Academic studies in tertiary education"]
["CAH22-01","Education and teaching","X341","Academic studies in further education"]
["CAH22-01","Education and teaching","X350","Academic studies in adult education"]
["CAH22-01","Education and teaching","X360","Academic studies in specialist education"]
["CAH22-01","Education and teaching","X370","Academic studies in education (across phases)"]
["CAH22-01","Education and teaching","X390","Academic studies in education not elsewhere classified"]
["CAH22-01","Education and teaching","X900","Others in education"]
["CAH22-01","Education and teaching","X990","Education not elsewhere classified"]
["CAH23-01","Combined and general studies","L550","Careers guidance"]
["CAH23-01","Combined and general studies","V000","Historical & philosophical studies"]
["CAH23-01","Combined and general studies","V900","Others in historical & philosophical studies"]
["CAH23-01","Combined and general studies","V990","Historical & philosophical studies not elsewhere classified"]
["CAH23-01","Combined and general studies","X210","Research skills"]
["CAH23-01","Combined and general studies","X220","Study skills"]
["CAH23-01","Combined and general studies","Y000","Combined/general subject unspecified"]
["CAH24-01","Media, journalism and communications","P000","Mass communications & documentation"]
["CAH24-01","Media, journalism and communications","P100","Information services"]
["CAH24-01","Media, journalism and communications","P110","Information management"]
["CAH24-01","Media, journalism and communications","P120","Librarianship"]
["CAH24-01","Media, journalism and communications","P121","Library studies"]
["CAH24-01","Media, journalism and communications","P130","Curatorial studies"]
["CAH24-01","Media, journalism and communications","P131","Museum studies"]
["CAH24-01","Media, journalism and communications","P132","Archive studies"]
["CAH24-01","Media, journalism and communications","P200","Publicity studies"]
["CAH24-01","Media, journalism and communications","P210","Public relations"]
["CAH24-01","Media, journalism and communications","P300","Media studies"]
["CAH24-01","Media, journalism and communications","P301","Television studies"]
["CAH24-01","Media, journalism and communications","P302","Radio studies"]
["CAH24-01","Media, journalism and communications","P303","Film studies"]
["CAH24-01","Media, journalism and communications","P304","Electronic media studies"]
["CAH24-01","Media, journalism and communications","P305","Paper-based media studies"]
["CAH24-01","Media, journalism and communications","P310","Media production"]
["CAH24-01","Media, journalism and communications","P311","Television production"]
["CAH24-01","Media, journalism and communications","P312","Radio production"]
["CAH24-01","Media, journalism and communications","P313","Film production"]
["CAH24-01","Media, journalism and communications","P390","Media studies not elsewhere classified"]
["CAH24-01","Media, journalism and communications","P400","Publishing"]
["CAH24-01","Media, journalism and communications","P410","Electronic publishing"]
["CAH24-01","Media, journalism and communications","P413","Publishing via the World Wide Web"]
["CAH24-01","Media, journalism and communications","P420","Multimedia publishing"]
["CAH24-01","Media, journalism and communications","P490","Publishing not elsewhere classified"]
["CAH24-01","Media, journalism and communications","P500","Journalism"]
["CAH24-01","Media, journalism and communications","P510","Factual reporting"]
["CAH24-01","Media, journalism and communications","P590","Journalism not elsewhere classified"]
["CAH24-01","Media, journalism and communications","P900","Others in mass communications & documentation"]
["CAH24-01","Media, journalism and communications","P990","Mass communications & documentation not elsewhere classified"]
["CAH25-01","Creative arts and design","B353","Make-up"]
["CAH25-01","Creative arts and design","J310","Ceramics"]
["CAH25-01","Creative arts and design","J920","Ergonomics"]
["CAH25-01","Creative arts and design","K120","Interior architecture"]
["CAH25-01","Creative arts and design","W000","Creative arts & design"]
["CAH25-01","Creative arts and design","W100","Fine art"]
["CAH25-01","Creative arts and design","W110","Drawing"]
["CAH25-01","Creative arts and design","W120","Painting"]
["CAH25-01","Creative arts and design","W130","Sculpture"]
["CAH25-01","Creative arts and design","W140","Printmaking"]
["CAH25-01","Creative arts and design","W190","Fine art not elsewhere classified"]
["CAH25-01","Creative arts and design","W200","Design studies"]
["CAH25-01","Creative arts and design","W210","Graphic design"]
["CAH25-01","Creative arts and design","W211","Typography"]
["CAH25-01","Creative arts and design","W212","Multimedia design"]
["CAH25-01","Creative arts and design","W213","Visual communication"]
["CAH25-01","Creative arts and design","W220","Illustration"]
["CAH25-01","Creative arts and design","W230","Clothing/fashion design"]
["CAH25-01","Creative arts and design","W231","Textile design"]
["CAH25-01","Creative arts and design","W240","Industrial/product design"]
["CAH25-01","Creative arts and design","W250","Interior design"]
["CAH25-01","Creative arts and design","W260","Furniture design"]
["CAH25-01","Creative arts and design","W270","Ceramics design"]
["CAH25-01","Creative arts and design","W280","Interactive & electronic design"]
["CAH25-01","Creative arts and design","W290","Design studies not elsewhere classified"]
["CAH25-01","Creative arts and design","W600","Cinematics & photography"]
["CAH25-01","Creative arts and design","W610","Moving image techniques"]
["CAH25-01","Creative arts and design","W611","Directing motion pictures"]
["CAH25-01","Creative arts and design","W612","Producing motion pictures"]
["CAH25-01","Creative arts and design","W613","Film & sound recording"]
["CAH25-01","Creative arts and design","W614","Visual & audio effects"]
["CAH25-01","Creative arts and design","W615","Animation techniques"]
["CAH25-01","Creative arts and design","W620","Cinematography"]
["CAH25-01","Creative arts and design","W640","Photography"]
["CAH25-01","Creative arts and design","W690","Cinematics & photography not elsewhere classified"]
["CAH25-01","Creative arts and design","W700","Crafts"]
["CAH25-01","Creative arts and design","W710","Fabric & leather crafts"]
["CAH25-01","Creative arts and design","W711","Needlecraft"]
["CAH25-01","Creative arts and design","W720","Metal crafts"]
["CAH25-01","Creative arts and design","W721","Silversmithing/goldsmithing"]
["CAH25-01","Creative arts and design","W723","Clock/watchmaking"]
["CAH25-01","Creative arts and design","W730","Wood crafts"]
["CAH25-01","Creative arts and design","W732","Cabinet making"]
["CAH25-01","Creative arts and design","W740","Surface decoration"]
["CAH25-01","Creative arts and design","W770","Glass crafts"]
["CAH25-01","Creative arts and design","W790","Crafts not elsewhere classified"]
["CAH25-01","Creative arts and design","W900","Others in creative arts & design"]
["CAH25-01","Creative arts and design","W990","Creative arts & design not elsewhere classified"]
["CAH25-02","Performing arts","W300","Music"]
["CAH25-02","Performing arts","W310","Musicianship/performance studies"]
["CAH25-02","Performing arts","W311","Instrumental or vocal performance"]
["CAH25-02","Performing arts","W312","Musical theatre"]
["CAH25-02","Performing arts","W314","Jazz performance"]
["CAH25-02","Performing arts","W315","Popular music performance"]
["CAH25-02","Performing arts","W317","Historical performance practice"]
["CAH25-02","Performing arts","W320","Music education/teaching"]
["CAH25-02","Performing arts","W340","Types of music"]
["CAH25-02","Performing arts","W341","Popular music"]
["CAH25-02","Performing arts","W343","Jazz"]
["CAH25-02","Performing arts","W344","Folk music"]
["CAH25-02","Performing arts","W346","Sacred music"]
["CAH25-02","Performing arts","W350","Musicology"]
["CAH25-02","Performing arts","W351","Ethnomusicology/world music"]
["CAH25-02","Performing arts","W355","Music psychology"]
["CAH25-02","Performing arts","W360","Musical instrument history"]
["CAH25-02","Performing arts","W370","Music technology & industry"]
["CAH25-02","Performing arts","W371","Sound design/commercial music recording"]
["CAH25-02","Performing arts","W372","Creative music technology"]
["CAH25-02","Performing arts","W374","Music production"]
["CAH25-02","Performing arts","W375","Music management/music industry management/arts management"]
["CAH25-02","Performing arts","W380","Composition"]
["CAH25-02","Performing arts","W381","Electracoustic composition/acousmatic composition"]
["CAH25-02","Performing arts","W383","Electronic music"]
["CAH25-02","Performing arts","W384","Applied music/musicianship"]
["CAH25-02","Performing arts","W385","Commercial music composition"]
["CAH25-02","Performing arts","W386","Multimedia music composition"]
["CAH25-02","Performing arts","W390","Music not elsewhere classified"]
["CAH25-02","Performing arts","W400","Drama"]
["CAH25-02","Performing arts","W410","Acting"]
["CAH25-02","Performing arts","W420","Directing for theatre"]
["CAH25-02","Performing arts","W430","Producing for theatre"]
["CAH25-02","Performing arts","W440","Theatre studies"]
["CAH25-02","Performing arts","W441","Theatre & professional practice"]
["CAH25-02","Performing arts","W442","Contemporary theatre"]
["CAH25-02","Performing arts","W443","Technical arts & special effects for theatre"]
["CAH25-02","Performing arts","W450","Stage management"]
["CAH25-02","Performing arts","W451","Theatrical wardrobe design"]
["CAH25-02","Performing arts","W452","Theatrical make-up"]
["CAH25-02","Performing arts","W453","Technical stage management"]
["CAH25-02","Performing arts","W460","Theatre design"]
["CAH25-02","Performing arts","W461","Stage design"]
["CAH25-02","Performing arts","W470","Performance & live arts"]
["CAH25-02","Performing arts","W472","Circus arts"]
["CAH25-02","Performing arts","W473","Community theatre"]
["CAH25-02","Performing arts","W490","Drama not elsewhere classified"]
["CAH25-02","Performing arts","W500","Dance"]
["CAH25-02","Performing arts","W510","Choreography"]
["CAH25-02","Performing arts","W532","Community dance"]
["CAH25-02","Performing arts","W540","Types of dance"]
["CAH25-02","Performing arts","W541","Ballet"]
["CAH25-02","Performing arts","W543","Contemporary dance"]
["CAH25-02","Performing arts","W550","Dance performance"]
["CAH25-02","Performing arts","W590","Dance not elsewhere classified"]
["CAH26-01","Geography, earth and environmental studies","F600","Geology"]
["CAH26-01","Geography, earth and environmental studies","F610","Applied geology"]
["CAH26-01","Geography, earth and environmental studies","F612","Engineering geology"]
["CAH26-01","Geography, earth and environmental studies","F621","Exploration geology"]
["CAH26-01","Geography, earth and environmental studies","F630","Geotechnology"]
["CAH26-01","Geography, earth and environmental studies","F640","Earth science"]
["CAH26-01","Geography, earth and environmental studies","F641","Palaeontology"]
["CAH26-01","Geography, earth and environmental studies","F642","Geoscience"]
["CAH26-01","Geography, earth and environmental studies","F650","Geological oceanography"]
["CAH26-01","Geography, earth and environmental studies","F660","Geophysics"]
["CAH26-01","Geography, earth and environmental studies","F661","Exploration geophysics"]
["CAH26-01","Geography, earth and environmental studies","F670","Geochemistry"]
["CAH26-01","Geography, earth and environmental studies","F680","Geohazards"]
["CAH26-01","Geography, earth and environmental studies","F690","Geology not elsewhere classified"]
["CAH26-01","Geography, earth and environmental studies","F700","Science of aquatic & terrestrial environments"]
["CAH26-01","Geography, earth and environmental studies","F710","Marine sciences"]
["CAH26-01","Geography, earth and environmental studies","F720","Hydrography"]
["CAH26-01","Geography, earth and environmental studies","F730","Ocean sciences"]
["CAH26-01","Geography, earth and environmental studies","F750","Environmental sciences"]
["CAH26-01","Geography, earth and environmental studies","F751","Applied environmental sciences"]
["CAH26-01","Geography, earth and environmental studies","F752","Hydrology"]
["CAH26-01","Geography, earth and environmental studies","F753","Pollution control"]
["CAH26-01","Geography, earth and environmental studies","F760","Climatology"]
["CAH26-01","Geography, earth and environmental studies","F761","Meteorology"]
["CAH26-01","Geography, earth and environmental studies","F764","Climate & climate change"]
["CAH26-01","Geography, earth and environmental studies","F770","Soil science"]
["CAH26-01","Geography, earth and environmental studies","F790","Science of aquatic & terrestrial environments not elsewhere classified"]
["CAH26-01","Geography, earth and environmental studies","F800","Physical geographical sciences"]
["CAH26-01","Geography, earth and environmental studies","F810","Environmental geography"]
["CAH26-01","Geography, earth and environmental studies","F811","Biogeography"]
["CAH26-01","Geography, earth and environmental studies","F840","Physical geography"]
["CAH26-01","Geography, earth and environmental studies","F841","Maritime geography"]
["CAH26-01","Geography, earth and environmental studies","F843","Topography"]
["CAH26-01","Geography, earth and environmental studies","F845","Remote sensing"]
["CAH26-01","Geography, earth and environmental studies","F846","Geographical information systems"]
["CAH26-01","Geography, earth and environmental studies","F890","Physical geographical sciences not elsewhere classified"]
["CAH26-01","Geography, earth and environmental studies","L700","Human & social geography"]
["CAH26-01","Geography, earth and environmental studies","L710","Human & social geography by area"]
["CAH26-01","Geography, earth and environmental studies","L720","Human & social geography by topic"]
["CAH26-01","Geography, earth and environmental studies","L721","Economic geography"]
["CAH26-01","Geography, earth and environmental studies","L722","Urban geography"]
["CAH26-01","Geography, earth and environmental studies","L724","Transport geography"]
["CAH26-01","Geography, earth and environmental studies","L728","Human Demography"]
["CAH26-01","Geography, earth and environmental studies","L790","Human & social geography not elsewhere classified"]

{"sheet":"UKPRN to provider name lookup","index":4,"n_rows":168,"n_cols":4,"rows_kept":168,"cut":false,"hidden":false,"merged":[[2,3,3,11],[5,3,7,11]]}
["provider_name","UKPRN"]
["Provider name","UKPRN"]
["Aberystwyth University",10007856,null,"If you know your provider UKPRN, please use the filter in column B of this page to find out the full name of the provider you are wishing to look at for use on future pages. "]
["Anglia Ruskin University",10000291]
["Aston University",10007759]
["Bangor University",10007857,null,"Alternatively if you are not sure of the provider name - eg. \"Lancaster Uni\" please use the filter on column A to search for \"Lancaster\", as names may be under \"The University of Lancaster\""]
["Bath Spa University",10000571]
["Birkbeck College",10007760]
["Birmingham City University",10007140]
["Bishop Grosseteste University",10007811]
["Bournemouth University",10000824]
["BPP University Limited",10031982]
["Brunel University London",10000961]
["Buckinghamshire New University",10000975]
["Canterbury Christ Church University",10001143]
["Cardiff Metropolitan University",10007854]
["Cardiff University",10007814]
["Conservatoire for Dance and Drama",10001653]
["Courtauld Institute of Art",10007761]
["Coventry University",10001726]
["De Montfort University",10001883]
["Edge Hill University",10007823]
["Edinburgh College of Art",10007824]
["Edinburgh Napier University",10007772]
["Falmouth University",10008640]
["Glasgow Caledonian University",10007762]
["Glasgow School of Art",10002681]
["Glyndwr University",10007833]
["Goldsmiths College",10002718]
["Grwp Llandrillo Menai",10007820]
["GSM London Limited",10007937]
["Guildhall School of Music and Drama",10007825]
["Harper Adams University",10040812]
["Harper Adams University College",10002901]
["Heriot-Watt University",10007764]
["Heythrop College",10007765]
["Imperial College of Science, Technology and Medicine",10003270]
["Institute of Education",10007766]
["King's College London",10003645]
["Kingston University",10003678]
["Leeds Beckett University",10003861]
["Leeds College of Art",10003854]
["Leeds College of Music",10003856]
["Leeds Trinity University",10003863]
["Liverpool Hope University",10003956]
["Liverpool John Moores University",10003957]
["London Metropolitan University",10004048]
["London School of Economics and Political Science",10004063]
["London South Bank University",10004078]
["Loughborough University",10004113]
["Middlesex University",10004351]
["Newman University",10007832]
["Norwich University of the Arts",10004775]
["Oxford Brookes University",10004930]
["Plymouth College of Art",10005127]
["Queen Margaret University, Edinburgh",10005337]
["Queen Mary University of London",10007775]
["Ravensbourne",10005389]
["Richmond, the American International University in London, Inc.",10005470]
["Roehampton University",10007776]
["Rose Bruford College",10005523]
["Royal Academy of Music",10007835]
["Royal Agricultural University",10005545]
["Royal College of Music",10007778]
["Royal Conservatoire of Scotland",10005561]
["Royal Holloway and Bedford New College",10005553]
["Royal Northern College of Music",10007837]
["Sheffield Hallam University",10005790]
["Southampton Solent University",10006022]
["SRUC",10005700]
["St George's Hospital Medical School",10007782]
["St Mary's University, Twickenham",10007843]
["Staffordshire University",10006299]
["Swansea Metropolitan University",10007846]
["Swansea University",10007855]
["Teesside University",10007161]
["The Arts University Bournemouth",10000385]
["The City University",10001478]
["The College of St. Mark and St. John Foundation",10004206]
["The Liverpool Institute for Performing Arts",10003945]
["The London Institute of Banking & Finance",10008289]
["The Manchester Metropolitan University",10004180]
["The Nottingham Trent University",10004797]
["The Open University",10007773]
["The Robert Gordon University",10005500]
["The Royal Central School of Speech and Drama",10007816]
["The Royal Veterinary College",10007779]
["The School of Oriental and African Studies",10007780]
["The School of Pharmacy University of London",10007781]
["The Trinity College Carmarthen Foundation",10007048]
["The University College of Osteopathy (UCO)",10000936]
["The University of Aberdeen",10007783]
["The University of Bath",10007850]
["The University of Birmingham",10006840]
["The University of Bolton",10006841]
["The University of Bradford",10007785]
["The University of Brighton",10000886]
["The University of Bristol",10007786]
["The University of Buckingham",10007787]
["The University of Cambridge",10007788]
["The University of Central Lancashire",10007141]
["The University of Chichester",10007137]
["The University of Dundee",10007852]
["The University of East Anglia",10007789]
["The University of East London",10007144]
["The University of Edinburgh",10007790]
["The University of Essex",10007791]
["The University of Exeter",10007792]
["The University of Glasgow",10007794]
["The University of Greenwich",10007146]
["The University of Huddersfield",10007148]
["The University of Hull",10007149]
["The University of Keele",10007767]
["The University of Kent",10007150]
["The University of Lancaster",10007768]
["The University of Law Limited",10039956]
["The University of Leeds",10007795]
["The University of Leicester",10007796]
["The University of Lincoln",10007151]
["The University of Liverpool",10006842]
["The University of Manchester",10007798]
["The University of Northampton",10007138]
["The University of Oxford",10007774]
["The University of Portsmouth",10007155]
["The University of Reading",10007802]
["The University of Salford",10007156]
["The University of Sheffield",10007157]
["The University of Southampton",10007158]
["The University of St Andrews",10007803]
["The University of Stirling",10007804]
["The University of Strathclyde",10007805]
["The University of Sunderland",10007159]
["The University of Surrey",10007160]
["The University of Sussex",10007806]
["The University of the West of Scotland",10007800]
["The University of Warwick",10007163]
["The University of West London",10006566]
["The University of Westminster",10007165]
["The University of Winchester",10003614]
["The University of Wolverhampton",10007166]
["The University of York",10007167]
["Trinity Laban Conservatoire of Music and Dance",10008017]
["University Campus Suffolk",10014001]
["University College Birmingham",10000712]
["University College London",10007784]
["University for the Creative Arts",10006427]
["University of Abertay Dundee",10007849]
["University of Bedfordshire",10007152]
["University of Chester",10007848]
["University of Cumbria",10007842]
["University of Derby",10007851]
["University of Durham",10007143]
["University of Gloucestershire",10007145]
["University of Hertfordshire",10007147]
["University of Newcastle-upon-Tyne",10007799]
["University of Northumbria at Newcastle",10001282]
["University of Nottingham",10007154]
["University of Plymouth",10007801]
["University of South Wales",10007793]
["University of St Mark and St John",10037449]
["University of the Arts, London",10007162]
["University of the Highlands and Islands",10007114]
["University of the West of England, Bristol",10007164]
["University of Wales Trinity Saint David",10007858]
["University of Wales, Newport",10007853]
["University of Worcester",10007139]
["Writtle College",10007657]
["York St John University",10007713]