Data set from Graduate labour market outcomes (LEO)

CAH level 3 subject data

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Employment outcomes and earnings data at a more granular subject level, using CAH3 level subjects.

Data set details

Theme
Higher education
Publication
Graduate labour market outcomes (LEO)
Release type
Number of rows
36,652
Geographic levels
National
Indicators
  • Activity not captured
  • Further study with or without sustained employment
  • Graduates
  • Graduates included in earnings figures
  • Graduates included in outcomes calculation
  • Lower quartile of earnings of graduates
  • Matched graduates
  • Median earnings of graduates
  • No sustained destination
  • Overseas graduates
  • Sustained employment further study or both
  • Sustained employment only
  • Sustained employment with or without further study
  • Unmatched graduates
  • Upper quartile of earnings of graduates
Filters
  • Graduate sex
  • Qualification level
  • Subject studied by CAH Level 3 subject group
  • Years after graduation
Time period
2016-17 to 2022-23

Data set preview

Table showing first 5 rows, from underlying data
time_periodtime_identifiergeographic_levelcountry_codecountry_nameacademic_yearYAGqualification_levelsexCAH2_codeCAH2_subjectCAH3_codeCAH3_subjectgradsgrads_ukunmatched_percentoverseas_percentmatchedactivity_not_capturedno_sust_destsust_emp_onlysust_emp_with_or_without_fssust_emp_fs_or_bothfs_with_or_without_sust_empearnings_includeearnings_LQearnings_medianearnings_UQ
202223Tax yearNationalK02000001United Kingdom2018/20193 YAGFirst-degreeFemaleCAH25-01Creative arts and designCAH25-01-03Design studies840082050.82.381454.69.380.284.786.15.96260186002370028100
201718Tax yearNationalK02000001United Kingdom2006/200710 YAGFirst-degreeMaleCAH03-01BiosciencesCAH03-01-03Ecology and environmental biology20519524.81908.93.483.486.287.74.3145193002700033200
202223Tax yearNationalK02000001United Kingdom2018/20193 YAGLevel 8FemaleCAH04-01PsychologyCAH04-01-05Others in psychology14013543.11303.95.282.490.2918.5100259003800045600
201617Tax yearNationalK02000001United Kingdom2014/20151 YAGFirst-degreeFemaleCAH19-04Languages and area studiesCAH19-04-01French studies10159500.56.59455.77.862.878.986.423.7570153002040024100
202021Tax yearNationalK02000001United Kingdom2014/20155 YAGLevel 7FemaleCAH01-01Medicine and dentistryCAH01-01-02Medicine (non-specific)169016302.73.515857.22.870.387.49019.71070318004270058800

Variables in this data set

Table showing all 19 variables
Variable nameVariable description
activity_not_capturedActivity not captured
CAH3_subjectSubject studied by CAH Level 3 subject group - Filter by CAH level 3 subject
earnings_includeGraduates included in earnings figures
earnings_LQLower quartile of earnings of graduates
earnings_medianMedian earnings of graduates
earnings_UQUpper quartile of earnings of graduates
fs_with_or_without_sust_empFurther study with or without sustained employment
gradsGraduates
grads_ukGraduates included in outcomes calculation
matchedMatched graduates
no_sust_destNo sustained destination
overseas_percentOverseas graduates
qualification_levelQualification level - Filter by Qualification level
sexGraduate sex - Filter by Graduate sex
sust_emp_fs_or_bothSustained employment further study or both
sust_emp_onlySustained employment only
sust_emp_with_or_without_fsSustained employment with or without further study
unmatched_percentUnmatched graduates
YAGYears after graduation - Filter by Years after graduation

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Python
import pandas as pd

pd.read_csv("https://explore-education-statistics.service.gov.uk/data-catalogue/data-set/c123e020-ecfe-4700-b963-f3e23ebf83e0/csv")
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read.csv("https://explore-education-statistics.service.gov.uk/data-catalogue/data-set/c123e020-ecfe-4700-b963-f3e23ebf83e0/csv")

Contact us

If you have a specific enquiry about CAH level 3 subject data statistics and data:

Higher Education Graduate Outcomes Analysis

Email: he.leo@education.gov.uk
Contact name: Amy Wilson