BetaThis is a new service – your feedback will help us to improve it.
Tax year 2019-20
LEO Graduate outcomes provider level data
Data guidance
Published
Description
Underlying data files for the tables and charts in the LEO Graduate Outcomes provider level data publication.
Coverage
Employment and earnings outcomes for graduates of English Higher Education Institutions (HEIs), 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%
c = data has been supressed due to small numbers. z = there is no result (N/A)
Data files
All data files associated with this releases are listed below with guidance on their content. To download any of these files, please visit our data catalogue.
Current Region Underlying Data 1920
Filename
current_region_map_ees.csv
Geographic levels
Regional
Time period
2019-20
Content
Description
Underlying data file for the ‘Earnings outcomes by current region’ section of the LEO Graduate Outcomes provider level data publication.
Coverage
Median earnings across HEIs for each provider region and graduates' current region of residence five years after graduation, UK domiciled male and female first degree graduates from HEIs in Great Britain, 2019/20 tax year.
File formats and conventions
Format
Files are Comma Separated Value (CSV)
Conventions
Earnings figures are rounded to the nearest £100
c = data has been supressed due to small numbers. z = there is no result (N/A)
Variable names and descriptions
Variable names and descriptions for this file are provided below:
Variable name
Variable description
inst_region
Region of HEI - Filter by region of HEI
median_provider_earnings
Median provider median earnings
num_providers
Number of providers with earnings data
Footnotes
The number of providers included for each group varies and is available in the table accompanying this figure
Earnings figures are rounded to the nearest £100
In the 2019/20 tax year, 5 YAG (five years after graduation) relates to those who graduated in the 2013/14 academic year
Distribution by Subject and Sex Underlying Data 1920
Filename
distribution_subject_sex_ees.csv
Geographic levels
National
Time period
2019-20
Content
Description
Underlying data file for the ‘Earnings by subject and sex’ section of the LEO Graduate Outcomes provider level data publication.
Coverage
Comparison of median earnings across HEIs between male and female graduates for each subject area five years after graduation, UK domiciled male and female first degree graduates from HEIs in Great Britain, 2019/20 tax year.
File formats and conventions
Format
Files are Comma Separated Value (CSV)
Conventions
Percentages are rounded to the nearest 0.1%
c = data has been supressed due to small numbers. z = there is no result (N/A)
Variable names and descriptions
Variable names and descriptions for this file are provided below:
Variable name
Variable description
equal_within_5pct
Proportion of included providers where the difference was less than 5%
female_5_15_pct_greater
Proportion of included providers where female median earnings were 5%-15% greater than male median earnings
female_over_15_pct_greater
Proportion of included providers where female median earnings were 15%+ greater than male median earnings
male_5_15_pct_greater
Proportion of included providers where female median earnings were 5%-15% lower than male median earnings
male_over_15_pct_greater
Proportion of included providers where female median earnings were 15%+ lower than male median earnings
num_providers
Number of providers with earnings data for male and female graduates
prop_equal
Proportion of included providers where female median earnings are equal to male median earnings
prop_female_earnings_greater
Proportion of included providers where female median earnings are higher than male median earnings
prop_male_earnings_greater
Proportion of included providers where female median earnings are lower than male median earnings
providers_earnings_equal
Number of providers where female median earnings are equal to male median earnings
providers_female_earnings_greater
Number of providers where female median earnings are higher than male median earnings
providers_male_earnings_greater
Number of providers where female median earnings are lower than male median earnings
subject_name
Subject name - Filter by name of subject
Footnotes
The number of providers included for each group varies and is available in the table accompanying this figure
All percentages are rounded to the nearest 0.1%
In the 2019/20 tax year, 5 YAG (five years after graduation) relates to those who graduated in the 2013/14 academic year
Earnings and outcomes by Prior Attainment and Subject Underlying Data 1920
Filename
earnings_prior_att_subject_ees_v2.csv
Geographic levels
National
Time period
2019-20
Content
Description
Underlying data file for the ‘Median earnings and prior attainment by provider’ section of the LEO Graduate Outcomes provider level data publication.
Coverage
Earnings data by prior attainment bands across HEIs for each subject area five years after graduation, UK domiciled male and female first degree graduates from HEIs in Great Britain, 2019/20 tax year.
File formats and conventions
Format
Files are Comma Separated Value (CSV)
Conventions
Earnings figures are rounded to the nearest £100
Percentages are rounded to the nearest 0.1%
c = data has been supressed due to small numbers. z = there is no result (N/A)
Variable names and descriptions
Variable names and descriptions for this file are provided below:
Variable name
Variable description
earnings_LQ
Lower quartile provider earnings
earnings_max
Maximum provider earnings
earnings_median
Median provider earnings
earnings_min
Minimum provider earnings
earnings_UQ
Upper quartile provider earnings
PA_band
Prior Attainment Band - Filter by prior attainment band
prop_in_PA_band
Proportion of providers in the prior attainment band
providers_include
Number of providers in the prior attainment band
subject_name
Subject Name - Filter by name of subject
Footnotes
The number of providers included for each group varies and is available in the table accompanying this figure
All percentages are rounded to the nearest 0.1%
Earnings figures are rounded to the nearest £100
In the 2019/20 tax year, 5 YAG (five years after graduation) relates to those who graduated in the 2013/14 academic year
Underlying data file for the ‘Earnings outcomes by current region’ section of the LEO Graduate Outcomes provider level data publication.
Coverage
Earnings data across HEIs for each graduates' current region of residence five years after graduation, UK domiciled male and female first degree graduates from HEIs in Great Britain, 2019/20 tax year.
File formats and conventions
Format
Files are Comma Separated Value (CSV)
Conventions
Earnings figures are rounded to the nearest £100
c = data has been supressed due to small numbers. z = there is no result (N/A)
Variable names and descriptions
Variable names and descriptions for this file are provided below:
Variable name
Variable description
current_region
Region - Filter by region
earnings_diff
Difference between maximum and minimum provider earnings
earnings_LQ
Lower quartile provider earnings
earnings_max
Maximum provider earnings
earnings_median
Median provider earnings
earnings_min
Minimum provider earnings
earnings_UQ
Upper quartile provider earnings
providers_earnings
Number of providers included for earnings
Footnotes
Earnings figures are rounded to the nearest £100
In the 2019/20 tax year, 5 YAG (five years after graduation) relates to those who graduated in the 2013/14 academic year
Underlying data file for the ‘Effect or region at provider level’ section of the LEO Graduate Outcomes provider level data publication.
Coverage
Comparison of raw median earnings and regionally adjusted median earnings across HEIs for each subject area five years after graduation, UK domiciled male and female first degree graduates from HEIs in Great Britain, 2019/20 tax year.
File formats and conventions
Format
Files are Comma Separated Value (CSV)
Conventions
Percentages are rounded to the nearest 0.1%
c = data has been supressed due to small numbers. z = there is no result (N/A)
Variable names and descriptions
Variable names and descriptions for this file are provided below:
Variable name
Variable description
decrease_5_10_pct
Proportion of included institutions where adjusted earnings are more than 5% to 10% lower than raw median earnings
decrease_over_10_pct
Proportion of included institutions where adjusted earnings are more than 10% lower than raw median earnings
increase_5_10_pct
Proportion of included institutions where adjusted earnings are more than 5% to 10% higher than raw median earnings
increase_over_10_pct
Proportion of included institutions where adjusted earnings are more than 10% higher than raw median earnings
inst_region
Region of Institution - Filter by name of subject
num_providers
Number of providers included in the adjusted earnings calculation
within_5_pct
Proportion of included institutions where adjusted earnings are within 5% of raw median earnings
Footnotes
The number of providers included for each group varies and is available in the table accompanying this figure
All percentages are rounded to the nearest 0.1%
In the 2019/20 tax year, 5 YAG (five years after graduation) relates to those who graduated in the 2013/14 academic year
Outcomes and Earnings by Subject Underlying Data 1920
Filename
outcomes_earnings_subject_1920_ees.csv
Geographic levels
National
Time period
2019-20
Content
Description
Underlying data file for the ‘Earnings outcomes' and ‘ Employment outcomes across providers and subjects’ sections of the LEO Graduate Outcomes provider level data publication.
Coverage
Employment and earnings outcomes across HEIs for each subject area five years after graduation, UK domiciled male and female first degree graduates from HEIs in Great Britain, 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%
c = data has been supressed due to small numbers. z = there is no result (N/A)
Variable names and descriptions
Variable names and descriptions for this file are provided below:
Variable name
Variable description
earnings_diff
Difference between maximum and minimum provider earnings
earnings_LQ
Lower quartile provider earnings
earnings_max
Maximum provider earnings
earnings_median
Median provider earnings
earnings_min
Minimum provider earnings
earnings_UQ
Upper quartile provider earnings
outcomes_diff
Difference between maximum and minimum provider graduates in sustained employment further study or both
outcomes_LQ
Lower quartile provider graduates in sustained employment further study or both
outcomes_max
Maximum provider graduates in sustained employment further study or both
outcomes_median
Median provider graduates in sustained employment further study or both
outcomes_min
Minimum provider graduates in sustained employment further study or both
outcomes_UQ
Upper quartile provider graduates in sustained employment further study or both
providers_earnings
Number of providers included for earnings
providers_outcomes
Number of providers included for outcomes
subject_name
Subject name - Filter by name of subject
Footnotes
All percentages are rounded to the nearest 0.1%
Earnings figures are rounded to the nearest £100
In the 2019/20 tax year, 5 YAG (five years after graduation) relates to those who graduated in the 2013/14 academic year
Underlying data file for the ‘Comparison of outcomes between tax years' section of the LEO Graduate Outcomes provider level data publication.
Coverage
Comparison of median earnings in the 2014/15 and 2018/19 tax years across HEIs for each subject area five years after graduation, UK domiciled male and female first degree graduates from HEIs in Great Britain, 2019/20 tax year.
File formats and conventions
Format
Files are Comma Separated Value (CSV)
Conventions
Percentages are rounded to the nearest 0.1%
c = data has been supressed due to small numbers. z = there is no result (N/A)
Variable names and descriptions
Variable names and descriptions for this file are provided below:
Variable name
Variable description
num_providers_1415_1920
Number of providers with earnings data for 14/15 and 19/20 tax years
prop_10_20_pct_increase_1415_1920
Proportion of providers with 19/20 median earnings 10% to 20% greater than 14/15 median earnings
prop_20_plus_pct_increase_1415_1920
Proportion of providers with 19/20 median earnings over 20% greater than 14/15 median earnings
prop_5_10_pct_increase_1415_1920
Proportion of providers with 19/20 median earnings 5% to 10% greater than 14/15 median earnings
prop_5_plus_pct_decrease_1415_1920
Proportion of providers with 19/20 median earnings more than 5% lower than 14/15 median earnings
prop_within_5_pct_1415_1920
Proportion of providers with 19/20 median earnings within 5% of the 14/15 median earnings
subject_name
Subject name - Filter by name of subject
Footnotes
The number of providers included for each group varies and is available in the table accompanying this figure
All percentages are rounded to the nearest 0.1%
In the 2019/20 tax year, 5 YAG (five years after graduation) relates to those who graduated in the 2013/14 academic year