Commit 0cbfd321 authored by Luke Ng's avatar Luke Ng
Browse files

Initial processing of "Universities Intake Enrolment and Graduates by Course"... 

Initial processing of "Universities Intake Enrolment and Graduates by Course" data from "data.gov.sg".

Amended "README.md".
parent 29502865

README.md

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# DSM020

# Data Programming In Python
 
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Data Programming In Python
 
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Topic_03_Presentation/metadata-universities-intake-enrolment-and-graduates-by-course.txt

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# Metadata for Universities - Intake, Enrolment and Graduates by Course

---

Identifier: '249f1149-1e04-40e2-81c6-bfab3bba5574'

Name: 'universities-intake-enrolment-and-graduates-by-course'

Title: 'Universities - Intake, Enrolment and Graduates by Course'

Description:

  - 'Intake, enrolment and graduates of universities by course'

  - ''

  - 'Notes: 1) Universities refers to National University of Singapore, Nanyang Technological

    University, Singapore Management University, Singapore Institute of Technology,

    Singapore University of Technology & Design and Singapore University of Social

    Sciences.'

  - '2) Intake, enrolment and graduates figures refer to full-time first degree only.'

  - '3) Intake figures include students who entered directly into second and subsequent

    years.'

  - '4) Courses are classified according to course content of the highest weighting.'

Topics:

  - 'Education'

Keywords:

  - 'Degree'

  - 'Enrolment'

  - 'Graduate'

  - 'Intake'

  - 'Tertiary Education'

Publisher:

  Name: 'Ministry of Education'

  Admin 1:

    Name: 'Chng Lung Huang'

    Department: 'RMID'

    Email: 'moe_management_information@moe.gov.sg'

Sources:

  - 'Ministry of Education'

License: 'https://data.gov.sg/open-data-licence'

Frequency: 'Annual'

Coverage: '2005-01-01 to 2019-12-31'

Last Updated: '2020-11-02T05:38:43.627568'

Resources:

  -

    Identifier: '115bf8a7-46df-466c-b7fc-375ef3c1b425'

    Title: 'Universities - Intake, Enrolment and Graduates by Course'

    Url: 'https://storage.data.gov.sg/universities-intake-enrolment-and-graduates-by-course/resources/universities-intake-enrolment-and-graduates-by-course-2020-11-02T05-38-42Z.csv'

    Format: 'CSV'

    Coverage: '2005-01-01 to 2019-12-31'

    Description: 'Intake, enrolment and graduates of universities by course'

    Last Updated: '2020-11-02T05:38:42.994694'

    Schema:

      -

        Name: 'year'

        Title: 'Year'

        Type: 'datetime'

        Sub Type: 'year'

        Format: 'YYYY'

      -

        Name: 'sex'

        Title: 'Sex'

        Type: 'text'

        Sub Type: 'general'

      -

        Name: 'course'

        Title: 'Course'

        Type: 'text'

        Sub Type: 'general'

      -

        Name: 'intake'

        Title: 'Intake'

        Type: 'text'

        Sub Type: 'general'

      -

        Name: 'enrolment'

        Title: 'Enrolment'

        Type: 'text'

        Sub Type: 'general'

      -

        Name: 'graduates'

        Title: 'Graduates'

        Type: 'text'

        Sub Type: 'general'

Topic_03_Presentation/universities-intake-enrolment-and-graduates-by-course.csv

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year,sex,course,intake,enrolment,graduates

2005,MF,Accountancy,876,2561,706

2005,F,Accountancy,530,1732,495

2005,MF,"Architecture, Building & Real Estate",299,1310,180

2005,F,"Architecture, Building & Real Estate",175,786,106

2005,MF,Business & Administration,1545,5013,1256

2005,F,Business & Administration,901,3098,898

2005,MF,Dentistry,33,139,34

2005,F,Dentistry,19,67,12

2005,MF,Education,0,0,0

2005,F,Education,0,0,0

2005,MF,Engineering Sciences,4028,16599,3859

2005,F,Engineering Sciences,1170,4868,1200

2005,MF,Fine & Applied Arts,163,355,22

2005,F,Fine & Applied Arts,103,212,11

2005,MF,Health Sciences,176,433,85

2005,F,Health Sciences,149,352,69

2005,MF,Humanities & Social Sciences,2233,6743,1650

2005,F,Humanities & Social Sciences,1644,4799,1249

2005,MF,Information Technology,773,2356,562

2005,F,Information Technology,280,765,200

2005,MF,Law,220,844,187

2005,F,Law,125,498,125

2005,MF,Mass Communication,172,644,146

2005,F,Mass Communication,130,507,110

2005,MF,Medicine,233,1169,209

2005,F,Medicine,103,479,86

2005,MF,"Natural, Physical & Mathematical Sciences",1701,5389,1135

2005,F,"Natural, Physical & Mathematical Sciences",1004,3416,769

2005,MF,Services,56,108,0

2005,F,Services,38,80,0

2006,MF,Accountancy,934,2844,644

2006,F,Accountancy,557,1819,468

2006,MF,"Architecture, Building & Real Estate",379,1336,329

2006,F,"Architecture, Building & Real Estate",226,810,193

2006,MF,Business & Administration,1772,5490,1250

2006,F,Business & Administration,1035,3297,818

2006,MF,Dentistry,42,148,32

2006,F,Dentistry,26,78,14

2006,MF,Education,0,0,0

2006,F,Education,0,0,0

2006,MF,Engineering Sciences,4101,16663,3811

2006,F,Engineering Sciences,1025,4694,1137

2006,MF,Fine & Applied Arts,233,557,24

2006,F,Fine & Applied Arts,137,334,13

2006,MF,Health Sciences,240,583,81

2006,F,Health Sciences,201,489,57

2006,MF,Humanities & Social Sciences,2573,7532,1758

2006,F,Humanities & Social Sciences,1813,5282,1298

2006,MF,Information Technology,728,2505,540

2006,F,Information Technology,185,796,139

2006,MF,Law,238,872,204

2006,F,Law,102,463,134

2006,MF,Mass Communication,180,685,141

2006,F,Mass Communication,153,555,108

2006,MF,Medicine,251,1188,229

2006,F,Medicine,119,503,94

2006,MF,"Natural, Physical & Mathematical Sciences",1994,5899,1384

2006,F,"Natural, Physical & Mathematical Sciences",1348,3755,955

2006,MF,Services,68,177,0

2006,F,Services,36,117,0

2007,MF,Accountancy,1000,3074,834

2007,F,Accountancy,625,1914,574

2007,MF,"Architecture, Building & Real Estate",453,1479,288

2007,F,"Architecture, Building & Real Estate",313,934,177

2007,MF,Business & Administration,1733,5675,1384

2007,F,Business & Administration,1069,3363,893

2007,MF,Dentistry,42,154,36

2007,F,Dentistry,26,89,15

2007,MF,Education,0,0,0

2007,F,Education,0,0,0

2007,MF,Engineering Sciences,4064,16042,4366

2007,F,Engineering Sciences,1192,4553,1258

2007,MF,Fine & Applied Arts,242,711,69

2007,F,Fine & Applied Arts,147,429,41

2007,MF,Health Sciences,259,745,86

2007,F,Health Sciences,207,617,67

2007,MF,Humanities & Social Sciences,2812,8667,1607

2007,F,Humanities & Social Sciences,2056,6176,1123

2007,MF,Information Technology,776,2660,573

2007,F,Information Technology,249,824,206

2007,MF,Law,332,1004,207

2007,F,Law,208,547,123

2007,MF,Mass Communication,182,693,169

2007,F,Mass Communication,136,546,141

2007,MF,Medicine,250,1207,227

2007,F,Medicine,116,536,83

2007,MF,"Natural, Physical & Mathematical Sciences",2137,6605,1325

2007,F,"Natural, Physical & Mathematical Sciences",1415,4232,869

2007,MF,Services,71,246,0

2007,F,Services,48,163,0

2008,MF,Accountancy,1055,3139,831

2008,F,Accountancy,638,1910,536

2008,MF,"Architecture, Building & Real Estate",452,1530,368

2008,F,"Architecture, Building & Real Estate",272,952,232

2008,MF,Business & Administration,1536,5848,1462

2008,F,Business & Administration,943,3423,959

2008,MF,Dentistry,44,163,35

2008,F,Dentistry,21,93,17

2008,MF,Education,0,0,0

2008,F,Education,0,0,0

2008,MF,Engineering Sciences,3598,14368,3887

2008,F,Engineering Sciences,1064,4102,1254

2008,MF,Fine & Applied Arts,236,845,81

2008,F,Fine & Applied Arts,129,503,50

2008,MF,Health Sciences,247,888,87

2008,F,Health Sciences,185,712,77

2008,MF,Humanities & Social Sciences,2823,9609,1817

2008,F,Humanities & Social Sciences,1971,6783,1312

2008,MF,Information Technology,1033,3781,900

2008,F,Information Technology,307,1021,275

2008,MF,Law,356,1143,209

2008,F,Law,221,649,115

2008,MF,Mass Communication,169,688,164

2008,F,Mass Communication,133,543,132

2008,MF,Medicine,260,1236,227

2008,F,Medicine,127,566,96

2008,MF,"Natural, Physical & Mathematical Sciences",2261,7413,1347

2008,F,"Natural, Physical & Mathematical Sciences",1333,4651,856

2008,MF,Services,65,253,57

2008,F,Services,36,157,43

2009,MF,Accountancy,1142,3471,937

2009,F,Accountancy,663,2059,595

2009,MF,"Architecture, Building & Real Estate",434,1659,283

2009,F,"Architecture, Building & Real Estate",254,1027,163

2009,MF,Business & Administration,1519,5709,1482

2009,F,Business & Administration,824,3270,855

2009,MF,Dentistry,48,180,31

2009,F,Dentistry,29,103,19

2009,MF,Education,0,0,0

2009,F,Education,0,0,0

2009,MF,Engineering Sciences,4199,14522,3870

2009,F,Engineering Sciences,1278,4218,1117

2009,MF,Fine & Applied Arts,269,957,135

2009,F,Fine & Applied Arts,148,548,88

2009,MF,Health Sciences,295,1042,129

2009,F,Health Sciences,204,800,107

2009,MF,Humanities & Social Sciences,3082,10434,2179

2009,F,Humanities & Social Sciences,2138,7272,1606

2009,MF,Information Technology,991,3975,616

2009,F,Information Technology,320,1132,175

2009,MF,Law,383,1321,207

2009,F,Law,186,711,118

2009,MF,Mass Communication,168,692,164

2009,F,Mass Communication,102,516,128

2009,MF,Medicine,260,1278,219

2009,F,Medicine,126,596,97

2009,MF,"Natural, Physical & Mathematical Sciences",2413,8076,1646

2009,F,"Natural, Physical & Mathematical Sciences",1382,4932,1040

2009,MF,Services,61,263,49

2009,F,Services,40,160,36

2010,MF,Accountancy,1169,3645,933

2010,F,Accountancy,689,2159,553

2010,MF,"Architecture, Building & Real Estate",426,1786,263

2010,F,"Architecture, Building & Real Estate",280,1117,173

2010,MF,Business & Administration,1607,5763,1514

2010,F,Business & Administration,901,3287,856

2010,MF,Dentistry,48,184,41

2010,F,Dentistry,31,108,25

2010,MF,Education,0,0,0

2010,F,Education,0,0,0

2010,MF,Engineering Sciences,4080,15387,3786

2010,F,Engineering Sciences,1144,4498,946

2010,MF,Fine & Applied Arts,345,1080,205

2010,F,Fine & Applied Arts,186,607,121

2010,MF,Health Sciences,276,1064,235

2010,F,Health Sciences,189,783,196

2010,MF,Humanities & Social Sciences,2691,10743,2381

2010,F,Humanities & Social Sciences,1807,7424,1645

2010,MF,Information Technology,939,3355,631

2010,F,Information Technology,276,1068,162

2010,MF,Law,350,1423,227

2010,F,Law,175,783,89

2010,MF,Mass Communication,164,675,177

2010,F,Mass Communication,122,490,147

2010,MF,Medicine,260,1305,228

2010,F,Medicine,121,620,94

2010,MF,"Natural, Physical & Mathematical Sciences",2232,8361,1766

2010,F,"Natural, Physical & Mathematical Sciences",1297,4949,1172

2010,MF,Services,322,524,64

2010,F,Services,236,363,35

2011,MF,Accountancy,1100,3871,839

2011,F,Accountancy,618,2244,507

2011,MF,"Architecture, Building & Real Estate",475,1857,368

2011,F,"Architecture, Building & Real Estate",315,1163,247

2011,MF,Business & Administration,1637,5780,1577

2011,F,Business & Administration,910,3237,944

2011,MF,Dentistry,48,190,42

2011,F,Dentistry,29,111,26

2011,MF,Education,397,1752,406

2011,F,Education,293,1301,303

2011,MF,Engineering Sciences,4248,15624,3891

2011,F,Engineering Sciences,1241,4598,1119

2011,MF,Fine & Applied Arts,347,1179,216

2011,F,Fine & Applied Arts,180,640,132

2011,MF,Health Sciences,347,1139,255

2011,F,Health Sciences,264,820,213

2011,MF,Humanities & Social Sciences,2453,9689,2480

2011,F,Humanities & Social Sciences,1660,6447,1772

2011,MF,Information Technology,1057,3643,583

2011,F,Information Technology,364,1178,195

2011,MF,Law,364,1448,329

2011,F,Law,172,742,208

2011,MF,Mass Communication,174,673,174

2011,F,Mass Communication,135,490,133

2011,MF,Medicine,280,1328,255

2011,F,Medicine,148,647,119

2011,MF,"Natural, Physical & Mathematical Sciences",2252,7822,1836

2011,F,"Natural, Physical & Mathematical Sciences",1335,4482,1217

2011,MF,Services,387,827,74

2011,F,Services,269,575,50

2012,MF,Accountancy,1213,4001,1036

2012,F,Accountancy,682,2316,589

2012,MF,"Architecture, Building & Real Estate",395,1829,396

2012,F,"Architecture, Building & Real Estate",216,1119,241

2012,MF,Business & Administration,1732,6073,1397

2012,F,Business & Administration,989,3368,825

2012,MF,Dentistry,53,201,42

2012,F,Dentistry,30,120,21

2012,MF,Education,417,1538,614

2012,F,Education,344,1130,503

2012,MF,Engineering Sciences,4436,16185,3727

2012,F,Engineering Sciences,1344,4785,1119

2012,MF,Fine & Applied Arts,436,1347,257

2012,F,Fine & Applied Arts,270,761,149

2012,MF,Health Sciences,447,1293,279

2012,F,Health Sciences,359,948,218

2012,MF,Humanities & Social Sciences,2596,10087,2231

2012,F,Humanities & Social Sciences,1758,6760,1494

2012,MF,Information Technology,1028,3853,764

2012,F,Information Technology,354,1236,280

2012,MF,Law,374,1474,347

2012,F,Law,191,717,207

2012,MF,Mass Communication,180,678,170

2012,F,Mass Communication,143,494,133

2012,MF,Medicine,300,1374,252

2012,F,Medicine,157,679,123

2012,MF,"Natural, Physical & Mathematical Sciences",2244,7883,1911

2012,F,"Natural, Physical & Mathematical Sciences",1382,4625,1074

2012,MF,Services,348,1047,189

2012,F,Services,221,702,135

2013,MF,Accountancy,1185,4042,1087

2013,F,Accountancy,679,2274,688

2013,MF,"Architecture, Building & Real Estate",404,1883,401

2013,F,"Architecture, Building & Real Estate",222,1123,258

2013,MF,Business & Administration,1780,6188,1590

2013,F,Business & Administration,977,3406,897

2013,MF,Dentistry,54,207,48

2013,F,Dentistry,31,124,27

2013,MF,Education,314,1282,565

2013,F,Education,246,975,402

2013,MF,Engineering Sciences,4733,16187,4312

2013,F,Engineering Sciences,1482,4893,1242

2013,MF,Fine & Applied Arts,471,1492,290

2013,F,Fine & Applied Arts,271,864,152

2013,MF,Health Sciences,541,1441,391

2013,F,Health Sciences,404,1054,296

2013,MF,Humanities & Social Sciences,3186,10645,2584

2013,F,Humanities & Social Sciences,2132,7095,1766

2013,MF,Information Technology,1086,4058,824

2013,F,Information Technology,351,1321,251

2013,MF,Law,403,1491,368

2013,F,Law,208,736,179

2013,MF,Mass Communication,186,702,162

2013,F,Mass Communication,135,529,100

2013,MF,Medicine,354,1469,258

2013,F,Medicine,189,744,124

2013,MF,"Natural, Physical & Mathematical Sciences",2237,7855,2127

2013,F,"Natural, Physical & Mathematical Sciences",1430,4715,1257

2013,MF,Services,317,922,481

2013,F,Services,178,551,345

2014,MF,Accountancy,1515,4368,1122

2014,F,Accountancy,860,2456,649

2014,MF,"Architecture, Building & Real Estate",470,1990,404

2014,F,"Architecture, Building & Real Estate",314,1213,258

2014,MF,Business & Administration,1902,6577,1477

2014,F,Business & Administration,1065,3597,846

2014,MF,Dentistry,54,216,45

2014,F,Dentistry,38,132,30

2014,MF,Education,301,1065,508

2014,F,Education,233,813,388

2014,MF,Engineering Sciences,4938,16606,4221

2014,F,Engineering Sciences,1441,5050,1174

2014,MF,Fine & Applied Arts,491,1578,394

2014,F,Fine & Applied Arts,304,937,229

2014,MF,Health Sciences,544,1498,433

2014,F,Health Sciences,379,1076,309

2014,MF,Humanities & Social Sciences,3129,11291,2422

2014,F,Humanities & Social Sciences,2107,7535,1619

2014,MF,Information Technology,1166,4152,997

2014,F,Information Technology,343,1343,289

2014,MF,Law,397,1514,356

2014,F,Law,170,715,176

2014,MF,Mass Communication,185,729,158

2014,F,Mass Communication,139,555,114

2014,MF,Medicine,379,1585,261

2014,F,Medicine,182,801,127

2014,MF,"Natural, Physical & Mathematical Sciences",2276,8145,1889

2014,F,"Natural, Physical & Mathematical Sciences",1357,4922,1103

2014,MF,Services,123,679,354

2014,F,Services,69,393,219

2015,MF,Accountancy,1470,4723,1036

2015,F,Accountancy,830,2684,556

2015,MF,"Architecture, Building & Real Estate",419,1973,539

2015,F,"Architecture, Building & Real Estate",262,1189,351

2015,MF,Business & Administration,2120,7138,1619

2015,F,Business & Administration,1272,4027,848

2015,MF,Dentistry,54,219,51

2015,F,Dentistry,34,134,32

2015,MF,Education,294,955,401

2015,F,Education,247,751,305

2015,MF,Engineering Sciences,4934,16677,4374

2015,F,Engineering Sciences,1429,4970,1296

2015,MF,Fine & Applied Arts,466,1599,420

2015,F,Fine & Applied Arts,244,934,233

2015,MF,Health Sciences,569,1567,481

2015,F,Health Sciences,417,1126,353

2015,MF,Humanities & Social Sciences,3191,11915,2193

2015,F,Humanities & Social Sciences,2158,8054,1450

2015,MF,Information Technology,1247,4541,1066

2015,F,Information Technology,389,1492,377

2015,MF,Law,405,1550,355

2015,F,Law,171,706,168

2015,MF,Mass Communication,221,776,172

2015,F,Mass Communication,181,602,130

2015,MF,Medicine,390,1719,252

2015,F,Medicine,176,859,115

2015,MF,"Natural, Physical & Mathematical Sciences",2147,8226,1935

2015,F,"Natural, Physical & Mathematical Sciences",1288,4989,1145

2015,MF,Services,199,725,342

2015,F,Services,94,373,188

2016,MF,Accountancy,"1,521",5090,1103

2016,F,Accountancy,912,2909,664

2016,MF,"Architecture, Building & Real Estate",419,1980,459

2016,F,"Architecture, Building & Real Estate",252,1205,274

2016,MF,Business & Administration,"2,196",7514,1720

2016,F,Business & Administration,1237,4230,969

2016,MF,Dentistry,54,220,53

2016,F,Dentistry,39,145,28

2016,MF,Education,217,743,406

2016,F,Education,172,577,327

2016,MF,Engineering Sciences,4997,16975,4283

2016,F,Engineering Sciences,1333,4859,1267

2016,MF,Fine & Applied Arts,458,1628,432

2016,F,Fine & Applied Arts,297,958,259

2016,MF,Health Sciences,798,1860,480

2016,F,Health Sciences,593,1335,368

2016,MF,Humanities & Social Sciences,"3,219",12495,2563

2016,F,Humanities & Social Sciences,2205,8449,1760

2016,MF,Information Technology,"1,379",4810,1051

2016,F,Information Technology,398,1499,381

2016,MF,Law,399,1593,351

2016,F,Law,210,740,173

2016,MF,Mass Communication,190,774,188

2016,F,Mass Communication,148,596,153

2016,MF,Medicine,410,1845,278

2016,F,Medicine,204,912,147

2016,MF,"Natural, Physical & Mathematical Sciences","2,094",8267,1950

2016,F,"Natural, Physical & Mathematical Sciences",1240,4967,1195

2016,MF,Services,201,737,179

2016,F,Services,110,382,95

2017,MF,Accountancy,1508,5226,1278

2017,F,Accountancy,834,2963,725

2017,MF,"Architecture, Building & Real Estate",410,2015,433

2017,F,"Architecture, Building & Real Estate",219,1222,238

2017,MF,Business & Administration,2393,8165,1691

2017,F,Business & Administration,1405,4665,936

2017,MF,Dentistry,54,217,56

2017,F,Dentistry,30,141,33

2017,MF,Education,170,627,260

2017,F,Education,150,502,206

2017,MF,Engineering Sciences,5255,17169,4475

2017,F,Engineering Sciences,1474,4770,1343

2017,MF,Fine & Applied Arts,464,1629,424

2017,F,Fine & Applied Arts,276,957,257

2017,MF,Health Sciences,962,2244,552

2017,F,Health Sciences,703,1611,410

2017,MF,Humanities & Social Sciences,3173,12660,2908

2017,F,Humanities & Social Sciences,2068,8475,1963

2017,MF,Information Technology,1579,5360,977

2017,F,Information Technology,448,1599,330

2017,MF,Law,391,1588,375

2017,F,Law,201,741,188

2017,MF,Mass Communication,189,781,176

2017,F,Mass Communication,135,599,128

2017,MF,Medicine,423,1962,301

2017,F,Medicine,194,946,156

2017,MF,"Natural, Physical & Mathematical Sciences",1495,7826,2038

2017,F,"Natural, Physical & Mathematical Sciences",815,4544,1308

2017,MF,Services,202,712,216

2017,F,Services,121,377,117

2018,MF,Accountancy,"1,421","5,219","1,299"

2018,F,Accountancy,731,"2,898",720

2018,MF,"Architecture, Building & Real Estate",458,"1,993",517

2018,F,"Architecture, Building & Real Estate",280,"1,190",343

2018,MF,Business & Administration,"2,785","9,018","1,884"

2018,F,Business & Administration,"1,701","5,277","1,047"

2018,MF,Dentistry,60,224,53

2018,F,Dentistry,33,135,39

2018,MF,Education,220,549,283

2018,F,Education,185,449,226

2018,MF,Engineering Sciences,"5,213","17,656","4,380"

2018,F,Engineering Sciences,"1,484","4,909","1,226"

2018,MF,Fine & Applied Arts,410,"1,607",455

2018,F,Fine & Applied Arts,247,945,275

2018,MF,Health Sciences,"1,001","2,678",535

2018,F,Health Sciences,728,"1,927",385

2018,MF,Humanities & Social Sciences,"3,368","12,973","2,920"

2018,F,Humanities & Social Sciences,"2,327","8,753","1,975"

2018,MF,Information Technology,"2,039","6,143","1,244"

2018,F,Information Technology,685,"1,905",373

2018,MF,Law,480,"1,708",403

2018,F,Law,226,818,165

2018,MF,Mass Communication,188,778,188

2018,F,Mass Communication,146,600,142

2018,MF,Medicine,437,"2,045",355

2018,F,Medicine,208,966,189

2018,MF,"Natural, Physical & Mathematical Sciences","1,739","7,361","2,110"

2018,F,"Natural, Physical & Mathematical Sciences",916,"4,136","1,271"

2018,MF,Services,222,738,197

2018,F,Services,104,385,99

2019,MF,Accountancy,1433,5128,1418

2019,MF,"Architecture, Building & Real Estate",492,2020,492

2019,MF,Business & Administration,3110,10028,2025

2019,MF,Dentistry,60,232,52

2019,MF,Education,190,606,135

2019,MF,Engineering Sciences,5101,18132,4439

2019,MF,Fine & Applied Arts,423,1577,423

2019,MF,Health Sciences,1045,3107,584

2019,MF,Humanities & Social Sciences,3311,13192,3030

2019,MF,Information Technology,2520,7386,1186

2019,MF,Law,465,1774,372

2019,MF,Mass Communication,168,725,216

2019,MF,Medicine,430,2095,375

2019,MF,"Natural, Physical & Mathematical Sciences",1747,7039,1987

2019,MF,Services,218,756,177

2019,F,Accountancy,780,2801,830

2019,F,"Architecture, Building & Real Estate",288,1173,310

2019,F,Business & Administration,1859,5894,1178

2019,F,Dentistry,39,141,33

2019,F,Education,156,500,102

2019,F,Engineering Sciences,1473,5106,1207

2019,F,Fine & Applied Arts,249,940,242

2019,F,Health Sciences,784,2255,430

2019,F,Humanities & Social Sciences,2299,8965,2052

2019,F,Information Technology,874,2374,383

2019,F,Law,215,862,155

2019,F,Mass Communication,144,564,175

2019,F,Medicine,194,978,181

2019,F,"Natural, Physical & Mathematical Sciences",1023,3904,1196

2019,F,Services,102,393,82

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