Graduate (dataset): различия между версиями

Материал из Поле цифровой дидактики
Строка 1: Строка 1:
{{Dataset
{{Dataset
|Description=Данные по выпускникам
|Description=Данные по выпускникам - год, численность, данные по зарплатам, демография, работа по профессии, причины выбора
|KeyDescripions=# "Year",
|KeyDescripions=# "Year",
#  "Demographics.Total",
#  "Demographics.Total",

Версия 13:14, 23 декабря 2022

Описание датасета Данные по выпускникам - год, численность, данные по зарплатам, демография, работа по профессии, причины выбора
Описание полей
  1. "Year",
  2. "Demographics.Total",
  3. "Education.Major",
  4. "Salaries.Highest",
  5. "Salaries.Lowest",
  6. "Salaries.Mean",
  7. "Salaries.Median",
  8. "Salaries.Quantity",
  9. "Salaries.Standard Deviation",
  10. "Demographics.Ethnicity.Asians",
  11. "Demographics.Ethnicity.Minorities",
  12. "Demographics.Ethnicity.Whites",
  13. "Demographics.Gender.Females",
  14. "Demographics.Gender.Males",
  15. "Education.Degrees.Bachelors",
  16. "Education.Degrees.Doctorates",
  17. "Education.Degrees.Masters",
  18. "Education.Degrees.Professionals",
  19. "Employment.Employer Type.Business/Industry",
  20. "Employment.Employer Type.Educational Institution",
  21. "Employment.Employer Type.Government",
  22. "Employment.Reason Working Outside Field.Career Change",
  23. "Employment.Reason Working Outside Field.Family-related",
  24. "Employment.Reason Working Outside Field.Job Location",
  25. "Employment.Reason Working Outside Field.No Job Available",
  26. "Employment.Reason Working Outside Field.Other",
  27. "Employment.Reason Working Outside Field.Pay/Promotion",
  28. "Employment.Reason Working Outside Field.Working Conditions",
  29. "Employment.Reason for Not Working.Family",
  30. "Employment.Reason for Not Working.Layoff",
  31. "Employment.Reason for Not Working.No Job Available",
  32. "Employment.Reason for Not Working.No need/want",
  33. "Employment.Reason for Not Working.Student",
  34. "Employment.Status.Employed",
  35. "Employment.Status.Not in Labor Force",
  36. "Employment.Status.Unemployed",
  37. "Employment.Work Activity.Accounting/Finance/Contracts",
  38. "Employment.Work Activity.Applied Research",
  39. "Employment.Work Activity.Basic Research",
  40. "Employment.Work Activity.Computer Applications",
  41. "Employment.Work Activity.Design",
  42. "Employment.Work Activity.Development",
  43. "Employment.Work Activity.Human Resources",
  44. "Employment.Work Activity.Managing/Supervising People/Projects",
  45. "Employment.Work Activity.Other",
  46. "Employment.Work Activity.Productions/Operations/Maintenance",
  47. "Employment.Work Activity.Professional Service",
  48. "Employment.Work Activity.Qualitity/Productivity Management",
  49. "Employment.Work Activity.Sales,
  50. Purchasing,
  51. Marketing",
  52. "Employment.Work Activity.Teaching"
Форматы данных CSV
Область знаний Педагогика
Веб-сайт - ссылка на датасет https://corgis-edu.github.io/corgis/datasets/csv/graduates/graduates.csv
Примеры использования датасета
Год создания датасета

https://corgis-edu.github.io/corgis/csv/graduates/ https://corgis-edu.github.io/corgis/datasets/csv/graduates/graduates.csv Food scripte.png


Образование Year Demographics.Total
Biological Sciences 1993 1295598
Chemical Engineering 1993 211875
Chemistry 1993 507616
Civil Engineering 1993 336366
Computer Science and Math 1993 1070111
Economics 1993 641634
Electrical Engineering 1993 653614
Management & Administration 1993 257809
Mechanical Engineering 1993 512533
Other Engineering 1993 704259
Physics and Astronomy 1993 220883
Psychology 1993 1301889
Biochemistry and Biophysics 1993 0
Anthropology and Archeology 1993 0
Physiology, Human and Animal 1993 0
Nutritional Science 1993 0
Pharmacology, Human and Animal 1993 0
Zoology, General 1993 0
Information Services and Systems 1993 0
Animal Sciences 1993 0
Genetics, Animal and Plant 1993 0
International Relations 1993 0
Geology 1993 0
Operations Research 1993 0
Sociology 1993 0
Oceanography 1993 0
History of Science 1993 0
Plant Sciences 1993 0
Philosophy of Science 1993 0
Agricultural Economics 1993 0
OTHER Geological Sciences 1993 0
Botany 1993 0
Environmental Science Studies 1993 0
Forestry Services 1993 0
Earth Sciences 1993 0
Criminology 1993 0
Political and related sciences 1993 0
Public Policy Studies 1993 0
OTHER Physical and Related Sciences 1993 0
Area and Ethnic Studies 1993 0
Atmospheric Sciences and Meteorology 1993 0
Food Sciences and Technology 1993 0
Political Science and Government 1993 0
Statistics 1993 0
Linguistics 1993 0
Geography 1993 0
OTHER Agricultural Sciences 1993 0
Biological Sciences 1995 1338108
Chemical Engineering 1995 217727
Chemistry 1995 507228
Civil Engineering 1995 345038
Computer Science and Math 1995 1114519
Economics 1995 658039
Electrical Engineering 1995 675226
Management & Administration 1995 257747
Mechanical Engineering 1995 524019
Other Engineering 1995 708304
Physics and Astronomy 1995 223931
Psychology 1995 1404991
Biochemistry and Biophysics 1995 0
Anthropology and Archeology 1995 0
Physiology, Human and Animal 1995 0
Nutritional Science 1995 0
Pharmacology, Human and Animal 1995 0
Zoology, General 1995 0
Information Services and Systems 1995 0
Animal Sciences 1995 0
Genetics, Animal and Plant 1995 0
International Relations 1995 0
Geology 1995 0
Operations Research 1995 0
Sociology 1995 0
Oceanography 1995 0
History of Science 1995 0
Plant Sciences 1995 0
Philosophy of Science 1995 0
Agricultural Economics 1995 0
OTHER Geological Sciences 1995 0
Botany 1995 0
Environmental Science Studies 1995 0
Forestry Services 1995 0
Earth Sciences 1995 0
Criminology 1995 0
Political and related sciences 1995 0
Public Policy Studies 1995 0
OTHER Physical and Related Sciences 1995 0
Area and Ethnic Studies 1995 0
Atmospheric Sciences and Meteorology 1995 0
Food Sciences and Technology 1995 0
Political Science and Government 1995 0
Statistics 1995 0
Linguistics 1995 0
Geography 1995 0
OTHER Agricultural Sciences 1995 0
Biological Sciences 1997 1424192
Chemical Engineering 1997 216869
Chemistry 1997 518969
Civil Engineering 1997 357852
Computer Science and Math 1997 1168978
Economics 1997 666572
Electrical Engineering 1997 697305
Management & Administration 1997 257604
Mechanical Engineering 1997 536975
Other Engineering 1997 712057
Physics and Astronomy 1997 229955
Psychology 1997 1520163
Biochemistry and Biophysics 1997 0
Anthropology and Archeology 1997 0
Physiology, Human and Animal 1997 0
Nutritional Science 1997 0
Pharmacology, Human and Animal 1997 0
Zoology, General 1997 0
Information Services and Systems 1997 0
Animal Sciences 1997 0
Genetics, Animal and Plant 1997 0
International Relations 1997 0
Geology 1997 0
Operations Research 1997 0
Sociology 1997 0
Oceanography 1997 0
History of Science 1997 0
Plant Sciences 1997 0
Philosophy of Science 1997 0
Agricultural Economics 1997 0
OTHER Geological Sciences 1997 0
Botany 1997 0
Environmental Science Studies 1997 0
Forestry Services 1997 0
Earth Sciences 1997 0
Criminology 1997 0
Political and related sciences 1997 0
Public Policy Studies 1997 0
OTHER Physical and Related Sciences 1997 0
Area and Ethnic Studies 1997 0
Atmospheric Sciences and Meteorology 1997 0
Food Sciences and Technology 1997 0
Political Science and Government 1997 0
Statistics 1997 0
Linguistics 1997 0
Geography 1997 0
OTHER Agricultural Sciences 1997 0
Biological Sciences 1999 1515896
Chemical Engineering 1999 231145
Chemistry 1999 526026
Civil Engineering 1999 367204
Computer Science and Math 1999 1221788
Economics 1999 683013
Electrical Engineering 1999 711621
Management & Administration 1999 251894
Mechanical Engineering 1999 545333
Other Engineering 1999 719703
Physics and Astronomy 1999 234861
Psychology 1999 1619802
Biochemistry and Biophysics 1999 0
Anthropology and Archeology 1999 0
Physiology, Human and Animal 1999 0
Nutritional Science 1999 0
Pharmacology, Human and Animal 1999 0
Zoology, General 1999 0
Information Services and Systems 1999 0
Animal Sciences 1999 0
Genetics, Animal and Plant 1999 0
International Relations 1999 0
Geology 1999 0
Operations Research 1999 0
Sociology 1999 0
Oceanography 1999 0
History of Science 1999 0
Plant Sciences 1999 0
Philosophy of Science 1999 0
Agricultural Economics 1999 0
OTHER Geological Sciences 1999 0
Botany 1999 0
Environmental Science Studies 1999 0
Forestry Services 1999 0
Earth Sciences 1999 0
Criminology 1999 0
Political and related sciences 1999 0
Public Policy Studies 1999 0
OTHER Physical and Related Sciences 1999 0
Area and Ethnic Studies 1999 0
Atmospheric Sciences and Meteorology 1999 0
Food Sciences and Technology 1999 0
Political Science and Government 1999 0
Statistics 1999 0
Linguistics 1999 0
Geography 1999 0
OTHER Agricultural Sciences 1999 0
Biological Sciences 2001 121173
Chemical Engineering 2001 13164
Chemistry 2001 21775
Civil Engineering 2001 21877
Computer Science and Math 2001 99579
Economics 2001 41846
Electrical Engineering 2001 37200
Management & Administration 2001 6471
Mechanical Engineering 2001 35086
Other Engineering 2001 42412
Physics and Astronomy 2001 10937
Psychology 2001 173766
Biochemistry and Biophysics 2001 0
Anthropology and Archeology 2001 0
Physiology, Human and Animal 2001 0
Nutritional Science 2001 0
Pharmacology, Human and Animal 2001 0
Zoology, General 2001 0
Information Services and Systems 2001 0
Animal Sciences 2001 0
Genetics, Animal and Plant 2001 0
International Relations 2001 0
Geology 2001 0
Operations Research 2001 0
Sociology 2001 0
Oceanography 2001 0
History of Science 2001 0
Plant Sciences 2001 0
Philosophy of Science 2001 0
Agricultural Economics 2001 0
OTHER Geological Sciences 2001 0
Botany 2001 0
Environmental Science Studies 2001 0
Forestry Services 2001 0
Earth Sciences 2001 0
Criminology 2001 0
Political and related sciences 2001 0
Public Policy Studies 2001 0
OTHER Physical and Related Sciences 2001 0
Area and Ethnic Studies 2001 0
Atmospheric Sciences and Meteorology 2001 0
Food Sciences and Technology 2001 0
Political Science and Government 2001 0
Statistics 2001 0
Linguistics 2001 0
Geography 2001 0
OTHER Agricultural Sciences 2001 0
Agricultural Economics 2003 114047
Animal Sciences 2003 133479
Anthropology and Archeology 2003 163031
Area and Ethnic Studies 2003 99925
Atmospheric Sciences and Meteorology 2003 18875
Biochemistry and Biophysics 2003 147634
Biological Sciences 2003 1515659
Botany 2003 40862
Chemical Engineering 2003 242089
Chemistry 2003 603239
Civil Engineering 2003 420742
Computer Science and Math 2003 1379971
Criminology 2003 79571
Earth Sciences 2003 21280
Economics 2003 752503
Electrical Engineering 2003 828727
Environmental Science Studies 2003 83902
Food Sciences and Technology 2003 35963
Forestry Services 2003 87668
Genetics, Animal and Plant 2003 14149
Geography 2003 128981
Geology 2003 166442
History of Science 2003 42130
Information Services and Systems 2003 122792
International Relations 2003 121183
Linguistics 2003 30278
Mechanical Engineering 2003 702873
Nutritional Science 2003 49819
OTHER Agricultural Sciences 2003 60498
OTHER Geological Sciences 2003 11638
OTHER Physical and Related Sciences 2003 52434
Oceanography 2003 9352
Operations Research 2003 14416
Other Engineering 2003 893274
Pharmacology, Human and Animal 2003 10666
Philosophy of Science 2003 46620
Physics and Astronomy 2003 248495
Physiology, Human and Animal 2003 52105
Plant Sciences 2003 92230
Political Science and Government 2003 1109972
Psychology 2003 1846866
Public Policy Studies 2003 15264
Sociology 2003 862339
Statistics 2003 28807
Zoology, General 2003 158489
Management & Administration 2003 0
Political and related sciences 2003 0
Biological Sciences 2006 241602
Chemical Engineering 2006 21925
Chemistry 2006 37027
Civil Engineering 2006 32009
Computer Science and Math 2006 237830
Economics 2006 85983
Electrical Engineering 2006 96087
Mechanical Engineering 2006 59552
Other Engineering 2006 60225
Physics and Astronomy 2006 18980
Political and related sciences 2006 145199
Psychology 2006 289435
Biochemistry and Biophysics 2006 0
Anthropology and Archeology 2006 0
Physiology, Human and Animal 2006 0
Nutritional Science 2006 0
Pharmacology, Human and Animal 2006 0
Zoology, General 2006 0
Information Services and Systems 2006 0
Animal Sciences 2006 0
Genetics, Animal and Plant 2006 0
International Relations 2006 0
Management & Administration 2006 0
Geology 2006 0
Operations Research 2006 0
Sociology 2006 0
Oceanography 2006 0
History of Science 2006 0
Plant Sciences 2006 0
Philosophy of Science 2006 0
Agricultural Economics 2006 0
OTHER Geological Sciences 2006 0
Botany 2006 0
Environmental Science Studies 2006 0
Forestry Services 2006 0
Earth Sciences 2006 0
Criminology 2006 0
Public Policy Studies 2006 0
OTHER Physical and Related Sciences 2006 0
Area and Ethnic Studies 2006 0
Atmospheric Sciences and Meteorology 2006 0
Food Sciences and Technology 2006 0
Political Science and Government 2006 0
Statistics 2006 0
Linguistics 2006 0
Geography 2006 0
OTHER Agricultural Sciences 2006 0
Biological Sciences 2008 186588
Chemical Engineering 2008 12104
Chemistry 2008 27747
Civil Engineering 2008 23359
Computer Science and Math 2008 144782
Economics 2008 54062
Electrical Engineering 2008 45165
Mechanical Engineering 2008 40684
Other Engineering 2008 59642
Physics and Astronomy 2008 16430
Political and related sciences 2008 106071
Psychology 2008 224705
Biochemistry and Biophysics 2008 0
Anthropology and Archeology 2008 0
Physiology, Human and Animal 2008 0
Nutritional Science 2008 0
Pharmacology, Human and Animal 2008 0
Zoology, General 2008 0
Information Services and Systems 2008 0
Animal Sciences 2008 0
Genetics, Animal and Plant 2008 0
International Relations 2008 0
Management & Administration 2008 0
Geology 2008 0
Operations Research 2008 0
Sociology 2008 0
Oceanography 2008 0
History of Science 2008 0
Plant Sciences 2008 0
Philosophy of Science 2008 0
Agricultural Economics 2008 0
OTHER Geological Sciences 2008 0
Botany 2008 0
Environmental Science Studies 2008 0
Forestry Services 2008 0
Earth Sciences 2008 0
Criminology 2008 0
Public Policy Studies 2008 0
OTHER Physical and Related Sciences 2008 0
Area and Ethnic Studies 2008 0
Atmospheric Sciences and Meteorology 2008 0
Food Sciences and Technology 2008 0
Political Science and Government 2008 0
Statistics 2008 0
Linguistics 2008 0
Geography 2008 0
OTHER Agricultural Sciences 2008 0
Agricultural Economics 2010 83763
Animal Sciences 2010 183518
Anthropology and Archeology 2010 239587
Area and Ethnic Studies 2010 185343
Atmospheric Sciences and Meteorology 2010 27039
Biochemistry and Biophysics 2010 179091
Biological Sciences 2010 2034213
Botany 2010 40229
Chemical Engineering 2010 284379
Chemistry 2010 651897
Civil Engineering 2010 492161
Computer Science and Math 2010 1981187
Criminology 2010 105439
Earth Sciences 2010 47577
Economics 2010 1100771
Electrical Engineering 2010 982128
Environmental Science Studies 2010 134490
Food Sciences and Technology 2010 46764
Forestry Services 2010 71659
Genetics, Animal and Plant 2010 26552
Geography 2010 162360
Geology 2010 145020
History of Science 2010 23315
Information Services and Systems 2010 265862
International Relations 2010 186715
Linguistics 2010 71452
Mechanical Engineering 2010 841291
Nutritional Science 2010 86392
OTHER Agricultural Sciences 2010 75255
OTHER Geological Sciences 2010 14734
OTHER Physical and Related Sciences 2010 48261
Oceanography 2010 8012
Operations Research 2010 14641
Other Engineering 2010 1118625
Pharmacology, Human and Animal 2010 14623
Philosophy of Science 2010 45128
Physics and Astronomy 2010 294337
Physiology, Human and Animal 2010 77746
Plant Sciences 2010 119113
Political Science and Government 2010 1366778
Psychology 2010 2734299
Public Policy Studies 2010 24414
Sociology 2010 1099912
Statistics 2010 39868
Zoology, General 2010 194526
Management & Administration 2010 0
Political and related sciences 2010 0
Agricultural Economics 2013 67428
Animal Sciences 2013 168052
Anthropology and Archeology 2013 270638
Area and Ethnic Studies 2013 227542
Atmospheric Sciences and Meteorology 2013 29747
Biochemistry and Biophysics 2013 205802
Biological Sciences 2013 2259499
Botany 2013 39692
Chemical Engineering 2013 296151
Chemistry 2013 660845
Civil Engineering 2013 538158
Computer Science and Math 2013 2242124
Criminology 2013 124148
Earth Sciences 2013 53561
Economics 2013 1280482
Electrical Engineering 2013 1003084
Environmental Science Studies 2013 148067
Food Sciences and Technology 2013 52237
Forestry Services 2013 75578
Genetics, Animal and Plant 2013 19488
Geography 2013 171130
Geology 2013 156427
History of Science 2013 13475
Information Services and Systems 2013 326684
International Relations 2013 215780
Linguistics 2013 86483
Mechanical Engineering 2013 837279
Nutritional Science 2013 106944
OTHER Agricultural Sciences 2013 66056
OTHER Geological Sciences 2013 18942
OTHER Physical and Related Sciences 2013 49601
Oceanography 2013 7384
Operations Research 2013 10734
Other Engineering 2013 1205041
Pharmacology, Human and Animal 2013 16050
Philosophy of Science 2013 30081
Physics and Astronomy 2013 291317
Physiology, Human and Animal 2013 65599
Plant Sciences 2013 120778
Political Science and Government 2013 1444652
Psychology 2013 3063565
Public Policy Studies 2013 37087
Sociology 2013 1155686
Statistics 2013 47462
Zoology, General 2013 193032
Management & Administration 2013 0
Political and related sciences 2013 0
Agricultural Economics 2015 71729
Animal Sciences 2015 180284
Anthropology and Archeology 2015 337852
Area and Ethnic Studies 2015 243331
Atmospheric Sciences and Meteorology 2015 30906
Biochemistry and Biophysics 2015 236030
Biological Sciences 2015 2627847
Botany 2015 29224
Chemical Engineering 2015 327140
Chemistry 2015 727024
Civil Engineering 2015 586588
Computer Science and Math 2015 2489621
Criminology 2015 130495
Earth Sciences 2015 59944
Economics 2015 1302458
Electrical Engineering 2015 1154661
Environmental Science Studies 2015 186029
Food Sciences and Technology 2015 45369
Forestry Services 2015 66863
Genetics, Animal and Plant 2015 23735
Geography 2015 194384
Geology 2015 154753
History of Science 2015 13950
Information Services and Systems 2015 344713
International Relations 2015 290901
Linguistics 2015 91123
Mechanical Engineering 2015 950566
Nutritional Science 2015 127881
OTHER Agricultural Sciences 2015 71692
OTHER Geological Sciences 2015 18570
OTHER Physical and Related Sciences 2015 37160
Oceanography 2015 8535
Operations Research 2015 18305
Other Engineering 2015 1306845
Pharmacology, Human and Animal 2015 15456
Philosophy of Science 2015 17520
Physics and Astronomy 2015 317500
Physiology, Human and Animal 2015 63508
Plant Sciences 2015 111708
Political Science and Government 2015 1558789
Psychology 2015 3355678
Public Policy Studies 2015 52003
Sociology 2015 1176525
Statistics 2015 55738
Zoology, General 2015 169991
Management & Administration 2015 0
Political and related sciences 2015 0
Источник — http://digida.mgpu.ru/index.php?title=Graduate_(dataset)&oldid=6913