Linked employer-employee datasets are a hugely powerful tool for researchers and policymakers across the social sciences. However, access to such data is typically highly restricted and the quality of data varies substantially across countries. This paper presents GRAPH-EE, a large-scale employer-employee platform for larger companies in the UK. Leveraging a vast knowledge graph of the global public internet linked to UK company microdata and global patents data, GRAPH-EE is a rich complement to administrative data sources. This version of the platform covers over 10,500 companies and 800,000 workers active in the UK during 2007-2023. We show the potential to extend our approach to multiple other countries.

GRAPH-EE: Building Employer-Employee Panels from a Knowledge Graph and Company Microdata / S. Gray, T. Kemeny, M. Nathan, C. Ozgen, G. Pialli, J. Reades, A.C. Rosso, M. Seré, S. Siddiqui, A. Valero. - [s.l] : Centre for Economic Performance London School of Economic and Political Science, 2026. (CEP DISCUSSION PAPERS)

GRAPH-EE: Building Employer-Employee Panels from a Knowledge Graph and Company Microdata

A.C. Rosso;
2026

Abstract

Linked employer-employee datasets are a hugely powerful tool for researchers and policymakers across the social sciences. However, access to such data is typically highly restricted and the quality of data varies substantially across countries. This paper presents GRAPH-EE, a large-scale employer-employee platform for larger companies in the UK. Leveraging a vast knowledge graph of the global public internet linked to UK company microdata and global patents data, GRAPH-EE is a rich complement to administrative data sources. This version of the platform covers over 10,500 companies and 800,000 workers active in the UK during 2007-2023. We show the potential to extend our approach to multiple other countries.
2026
data science; employer-employee data; productivity; innovation; skills
Settore ECON-01/A - Economia politica
Settore ECON-02/A - Politica economica
Working Paper
GRAPH-EE: Building Employer-Employee Panels from a Knowledge Graph and Company Microdata / S. Gray, T. Kemeny, M. Nathan, C. Ozgen, G. Pialli, J. Reades, A.C. Rosso, M. Seré, S. Siddiqui, A. Valero. - [s.l] : Centre for Economic Performance London School of Economic and Political Science, 2026. (CEP DISCUSSION PAPERS)
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/1244617
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