Data set from Graduate labour market outcomes (LEO)

International Countries Underlying Data 1920

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Description Underlying data file for international section of LEO: Graduate and postgraduate outcomes publication Coverage Employment and earnings outcomes for countries with top 20 largest first degree and level 7 cohorts (2017/18 academic year) of English Higher Education Institutions (HEIs), Alternative Providers (APs) and Further Education Colleges (FECs), one, three and five years after graduation (YAG), 2014/15 to 2019/20 tax year. File formats and conventions Format Files are Comma Separated Value (CSV) Conventions - Earnings figures are rounded to the nearest £100 - 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 supressed due to small numbers. z = there is no result (N/A)

Data set details

Theme
Higher education
Publication
Graduate labour market outcomes (LEO)
Release
Tax year 2019-20
Release type
Number of rows
2,160
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
  • Country name
  • Domicile
  • Graduate sex
  • Qualification level
  • Years after graduation
Time period
2014-15 to 2019-20

Data set preview

Table showing first 5 rows, from underlying data
time_periodtime_identifiergeographic_levelcountry_codecountry_nameacademic_yearYAGsexcountrydomicilequalification_levelgradsgrads_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
201415Tax yearNationalK03000001Great Britain2008/20095 YAGFemale + maleBulgariaEUFirst-degree12512037.547520.853535.836.71.740241003220048200
201415Tax yearNationalK03000001Great Britain2008/20095 YAGFemale + maleCanadaNon-EUFirst-degree39538046.73.1205274.216.320.5225.855193003430051100
201415Tax yearNationalK03000001Great Britain2008/20095 YAGFemale + maleChinaNon-EUFirst-degree6035595060.91.4232527.91.36.88.29.93.1340135002740041200
201415Tax yearNationalK03000001Great Britain2008/20095 YAGFemale + maleCyprusEUFirst-degree1705168066.81.456013.42.311.314.617.66.3180212003250048200
201415Tax yearNationalK03000001Great Britain2008/20095 YAGFemale + maleGermanyEUFirst-degree1875176054.66.2800182.418.423256.6300219003140044200

Variables in this data set

Table showing all 20 variables
Variable nameVariable description
activity_not_capturedActivity not captured
countryCountry name - Filter by Country name
domicileDomicile - Filter by Domicile
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

Footnotes

  1. Employment outcome percentages are rounded to the nearest 0.1%
  2. Earnings figures are rounded to the nearest £100
  3. In contrast to the UK domicile section of this release, which looks at matched graduates only, employment and/or further study outcomes for international graduates are calculated as a percentage of all graduates, excluding only those identified by DWP/HMRC or SLC as permanently living overseas.
  4. The top 20 countries by graduate population were calculated from the 2019/20 tax year, one year after graduation (2017/18 academic year). These countries were used for subsequent analysis to allow for comparison between the remaining tax and academic years.
  5. c = data has been supressed due to small numbers. z = there is no result (N/A)
  6. In the 2019/20 tax year, 1 YAG (one year after graduation) relates to those who graduated in the 2017/18 academic year, 3 YAG to graduates in 2015/16, 5 YAG to graduates in 2013/14 and 10 YAG to graduates in 2008/09.
  7. All populations are rounded to the nearest 5 full-person equivalent (FPE) individuals

Using this data

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Example code

Python
import pandas as pd

pd.read_csv("https://explore-education-statistics.service.gov.uk/data-catalogue/data-set/3cd0997b-0ea5-4148-86f4-a52da94bce9d/csv")
R
read.csv("https://explore-education-statistics.service.gov.uk/data-catalogue/data-set/3cd0997b-0ea5-4148-86f4-a52da94bce9d/csv")

Contact us

If you have a specific enquiry about International Countries Underlying Data 1920 statistics and data:

Higher Education Graduate Outcomes Analysis

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