Data set from LEO Graduate outcomes provider level data

Underlying data 1718

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Published
Last updated

Data set details

Theme
Higher education
Publication
LEO Graduate outcomes provider level data
Release type
Number of rows
59,765
Geographic levels
National
Indicators
  • Activity not captured five years after graduation
  • Activity not captured one year after graduation
  • Activity not captured three years after graduation
  • Lower quartile PAYE earnings five years after graduation
  • Lower quartile PAYE earnings one year after graduation
  • Lower quartile PAYE earnings three years after graduation
  • Lower quartile total earnings five years after graduation
  • Lower quartile total earnings one year after graduation
  • Lower quartile total earnings three years after graduation
  • Median PAYE earnings five years after graduation
  • Median PAYE earnings one year after graduation
  • Median PAYE earnings three years after graduation
  • Median total earnings five years after graduation
  • Median total earnings one year after graduation
  • Median total earnings three years after graduation
  • No sustained destination five years after graduation
  • No sustained destination one year after graduation
  • No sustained destination three years after graduation
  • Number included in PAYE earnings figures five years after graduation
  • Number included in PAYE earnings figures one year after graduation
  • Number included in PAYE earnings figures three years after graduation
  • Number included in total earnings figures five years after graduation
  • Number included in total earnings figures one year after graduation
  • Number included in total earnings figures three years after graduation
  • Number of graduates five years after graduation
  • Number of graduates one year after graduation
  • Number of graduates three years after graduation
  • Number of matched graduates five years after graduation
  • Number of matched graduates one year after graduation
  • Number of matched graduates three years after graduation
  • Sustained employment further study or both five years after graduation
  • Sustained employment further study or both one year after graduation
  • Sustained employment further study or both three years after graduation
  • Sustained employment only five years after graduation
  • Sustained employment only one year after graduation
  • Sustained employment only three years after graduation
  • Sustained employment with or without further study five years after graduation
  • Sustained employment with or without further study one year after graduation
  • Sustained employment with or without further study three years after graduation
  • Unmatched graduates five years after graduation
  • Unmatched graduates one year after graduation
  • Unmatched graduates three years after graduation
  • Upper quartile PAYE earnings five years after graduation
  • Upper quartile PAYE earnings one year after graduation
  • Upper quartile PAYE earnings three years after graduation
  • Upper quartile total earnings five years after graduation
  • Upper quartile total earnings one year after graduation
  • Upper quartile total earnings three years after graduation
Filters
  • Current region
  • Graduate sex
  • Provider Type
  • Provider country
  • Provider name
  • Provider reference number
  • Provider region
  • Subject studied
Time period
2014-15 to 2017-18

Data set preview

Table showing first 5 rows, from underlying data
time_periodtime_identifiergeographic_levelcountry_codecountry_namesexsubject_nameinst_typeprovider_nameukprnxinstc01inst_regioncurrent_regiongrads_1YAGunmatched_percent_1YAGoverseas_percent_1YAGmatched_1YAGactivity_not_captured_1YAGno_sust_dest_1YAGsust_emp_only_1YAGsust_emp_with_or_without_fs_1YAGsust_emp_fs_or_both_1YAGgrads_3YAGunmatched_percent_3YAGoverseas_percent_3YAGmatched_3YAGactivity_not_captured_3YAGno_sust_dest_3YAGsust_emp_only_3YAGsust_emp_with_or_without_fs_3YAGsust_emp_fs_or_both_3YAGgrads_5YAGunmatched_percent_5YAGoverseas_percent_5YAGmatched_5YAGactivity_not_captured_5YAGno_sust_dest_5YAGsust_emp_only_5YAGsust_emp_with_or_without_fs_5YAGsust_emp_fs_or_both_5YAGPAYE_earnings_include_1YAGPAYE_earnings_LQ_1YAGPAYE_earnings_median_1YAGPAYE_earnings_UQ_1YAGPAYE_earnings_include_3YAGPAYE_earnings_LQ_3YAGPAYE_earnings_median_3YAGPAYE_earnings_UQ_3YAGPAYE_earnings_include_5YAGPAYE_earnings_LQ_5YAGPAYE_earnings_median_5YAGPAYE_earnings_UQ_5YAGtotal_earnings_include_1YAGtotal_earnings_LQ_1YAGtotal_earnings_median_1YAGtotal_earnings_UQ_1YAGtotal_earnings_include_3YAGtotal_earnings_LQ_3YAGtotal_earnings_median_3YAGtotal_earnings_UQ_3YAGtotal_earnings_include_5YAGtotal_earnings_LQ_5YAGtotal_earnings_median_5YAGtotal_earnings_UQ_5YAGPOLAR_num_included_1YAGPOLAR_percent_1YAGPOLAR_num_included_3YAGPOLAR_percent_3YAGPOLAR_num_included_5YAGPOLAR_percent_5YAGPA_num_included_1YAGPA_median_1YAGPA_num_included_3YAGPA_median_3YAGPA_num_included_5YAGPA_median_5YAGPA_rank_1YAGPA_rank_3YAGPA_rank_5YAGPA_band_1YAGPA_band_3YAGPA_band_5YAGPOLAR_include_percent_1YAGPOLAR_include_percent_3YAGPOLAR_include_percent_5YAGPA_include_percent_1YAGPA_include_percent_3YAGPA_include_percent_5YAG
201415Tax yearNationalK03000001Great BritainFemale + maleAgriculture, food and related studiesTotal_GBTotal_GBTotal_GBTotal_GBTotal_GBAll26000.60.325805.88.668.180.985.522502.30.321908.15.771.683.486.118952.4118308.94.774.984.486.3162011300161002080014401390018600248001240153002120027400168511000157002080015101350018600248001300150002120027400NA0NA0NA0NANANANANANANANANANANANA000000
201415Tax yearNationalK03000001Great BritainFemale + maleAllied healthTotal_GBTotal_GBTotal_GBTotal_GBTotal_GBAll104601.60.3102603.95.572.48690.698203.80.693855.25.171.686.689.797404.11.192306.64.375.287.489.2683014600201002300060801640022300270006200175002480029600711514200201002300064001610022300270006575172002480029600NA0NA0NA0NANANANANANANANANANANANA000000
201415Tax yearNationalK03000001Great BritainFemale + maleArchitecture, building and planningTotal_GBTotal_GBTotal_GBTotal_GBTotal_GBAll775510.476455.16.36981.188.685852.5182856.84.569.884.188.771302.21.568658.23.97786.487.9498017900230002880054402040027000347004895223002920038300509517500230002880055802010026600347005065216002920038300NA0NA0NA0NANANANANANANANANANANANA000000
201415Tax yearNationalK03000001Great BritainFemale + maleBiosciencesTotal_GBTotal_GBTotal_GBTotal_GBTotal_GBAll114000.70.2113054.47.649.373.788.1972520.694756.3656.977.687.790402.41.187257.44.763.682.187.8536511700164002080051851570021200266005245179002450030300540511700164002080052501570021200266005345179002450030300NA0NA0NA0NANANANANANANANANANANANA000000
201415Tax yearNationalK03000001Great BritainFemale + maleBusiness and managementTotal_GBTotal_GBTotal_GBTotal_GBTotal_GBAll390701.40.4383655.69.176.482.885.4350353.30.8335957.66.979.684.485.5319853.91.4302958.85.880.684.785.4282101420018600237002557017200226002960023190190002590035000285051420018600237002595016800226002960023600190002590035000NA0NA0NA0NANANANANANANANANANANANA000000

Variables in this data set

Table showing all 56 variables
Variable nameVariable description
activity_not_captured_1YAGActivity not captured one year after graduation
activity_not_captured_3YAGActivity not captured three years after graduation
activity_not_captured_5YAGActivity not captured five years after graduation
current_regionCurrent region - Filter by region in current tax year
grads_1YAGNumber of graduates one year after graduation
grads_3YAGNumber of graduates three years after graduation
grads_5YAGNumber of graduates five years after graduation
inst_regionProvider region - Filter by region of provider
inst_typeProvider Type - Filter by type of provider
matched_1YAGNumber of matched graduates one year after graduation
matched_3YAGNumber of matched graduates three years after graduation
matched_5YAGNumber of matched graduates five years after graduation
no_sust_dest_1YAGNo sustained destination one year after graduation
no_sust_dest_3YAGNo sustained destination three years after graduation
no_sust_dest_5YAGNo sustained destination five years after graduation
PAYE_earnings_include_1YAGNumber included in PAYE earnings figures one year after graduation
PAYE_earnings_include_3YAGNumber included in PAYE earnings figures three years after graduation
PAYE_earnings_include_5YAGNumber included in PAYE earnings figures five years after graduation
PAYE_earnings_LQ_1YAGLower quartile PAYE earnings one year after graduation
PAYE_earnings_LQ_3YAGLower quartile PAYE earnings three years after graduation
PAYE_earnings_LQ_5YAGLower quartile PAYE earnings five years after graduation
PAYE_earnings_median_1YAGMedian PAYE earnings one year after graduation
PAYE_earnings_median_3YAGMedian PAYE earnings three years after graduation
PAYE_earnings_median_5YAGMedian PAYE earnings five years after graduation
PAYE_earnings_UQ_1YAGUpper quartile PAYE earnings one year after graduation
PAYE_earnings_UQ_3YAGUpper quartile PAYE earnings three years after graduation
PAYE_earnings_UQ_5YAGUpper quartile PAYE earnings five years after graduation
provider_nameProvider name - Filter by name of provider
sexGraduate sex - Filter by sex of graduates
subject_nameSubject studied - Filter by degree subject
sust_emp_fs_or_both_1YAGSustained employment further study or both one year after graduation
sust_emp_fs_or_both_3YAGSustained employment further study or both three years after graduation
sust_emp_fs_or_both_5YAGSustained employment further study or both five years after graduation
sust_emp_only_1YAGSustained employment only one year after graduation
sust_emp_only_3YAGSustained employment only three years after graduation
sust_emp_only_5YAGSustained employment only five years after graduation
sust_emp_with_or_without_fs_1YAGSustained employment with or without further study one year after graduation
sust_emp_with_or_without_fs_3YAGSustained employment with or without further study three years after graduation
sust_emp_with_or_without_fs_5YAGSustained employment with or without further study five years after graduation
total_earnings_include_1YAGNumber included in total earnings figures one year after graduation
total_earnings_include_3YAGNumber included in total earnings figures three years after graduation
total_earnings_include_5YAGNumber included in total earnings figures five years after graduation
total_earnings_LQ_1YAGLower quartile total earnings one year after graduation
total_earnings_LQ_3YAGLower quartile total earnings three years after graduation
total_earnings_LQ_5YAGLower quartile total earnings five years after graduation
total_earnings_median_1YAGMedian total earnings one year after graduation
total_earnings_median_3YAGMedian total earnings three years after graduation
total_earnings_median_5YAGMedian total earnings five years after graduation
total_earnings_UQ_1YAGUpper quartile total earnings one year after graduation
total_earnings_UQ_3YAGUpper quartile total earnings three years after graduation
total_earnings_UQ_5YAGUpper quartile total earnings five years after graduation
ukprnProvider reference number - Filter by provider reference number
unmatched_percent_1YAGUnmatched graduates one year after graduation
unmatched_percent_3YAGUnmatched graduates three years after graduation
unmatched_percent_5YAGUnmatched graduates five years after graduation
xinstc01Provider country - Filter by country of provider

Footnotes

  1. Earnings figures are in pounds (£) and are rounded to the nearest £100 - excluding summary tables where further averages have been taken
  2. A 'c' means data have been suppressed due to small numbers to prevent disclosure
  3. All populations are rounded to the nearest 5 full-person equivalent (FPE) individuals
  4. Employment outcome percentages are rounded to the nearest 0.1%

Using this data

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import pandas as pd

pd.read_csv("https://explore-education-statistics.service.gov.uk/data-catalogue/data-set/5aa2b7f4-f95b-436d-90e8-75d517e68478/csv")
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read.csv("https://explore-education-statistics.service.gov.uk/data-catalogue/data-set/5aa2b7f4-f95b-436d-90e8-75d517e68478/csv")

Contact us

If you have a specific enquiry about Underlying data 1718 statistics and data:

Higher Education Graduate Outcomes Analysis

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