Data set from LEO Graduate outcomes provider level data

Adjusted Earnings by Region Underlying Data 2021

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Last updated


Underlying data file for the ‘Effect of region at provider level’ section of the LEO Graduate Outcomes provider level data publication.


Regionally adjusted median earnings across HEIs by provider region five years after graduation, UK domiciled male and female first degree graduates from HEIs in Great Britain, 2020/21 tax year.

File formats and conventions


Files are Comma Separated Value (CSV)


  • Earnings figures are rounded to the nearest £100
  • c = data has been supressed due to small numbers. z = there is no result (N/A)

Data set details

Higher education
LEO Graduate outcomes provider level data
Release type
Geographic levels
  • Number of providers included for earnings
  • Minimum provider earnings
  • Lower quartile provider earnings
  • Provider region
Time period

Data set preview

Table showing first 5 rows, from underlying data
202021Tax yearNationalK03000001Great BritainEast Midlands9259002740028100314003650010600
202021Tax yearNationalK03000001Great BritainEast of England8208002560027200298003980019000
202021Tax yearNationalK03000001Great BritainLondon29168002370027000328004820031400
202021Tax yearNationalK03000001Great BritainNorth East5256002880031000354003690011300
202021Tax yearNationalK03000001Great BritainNorth West14212002630027000275003500013800

Variables in this data set

Table showing first 5 of 8 variables
Variable nameVariable description
earnings_diffDifference between maximum and minimum provider earnings
earnings_LQLower quartile provider earnings
earnings_maxMaximum provider earnings
earnings_medianMedian provider earnings
earnings_minMinimum provider earnings


  1. Earnings figures are rounded to the nearest £100
  2. In the 2020/21 tax year, 5 YAG (five years after graduation) relates to those who graduated in the 2014/15 academic year

Using this data

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