HMRC Datalab datasets available

Information about the datasets that are currently available in the HM Revenue and Customs (HMRC) Datalab.

The HM Revenue and Customs (HMRC) Datalab Team are working to keep adding new datasets to those available for use in the HMRC Datalab. If you join the HMRC Datalab mailing list you will be informed as soon as new datasets are available.

On this page:

Compliance Perceptions Survey

The Compliance Perceptions Survey (CPS) measures perceptions of tax compliance among Small and Medium Sized Enterprises (SMEs) in the United Kingdom. This dataset consists of the data collected from SMEs on behalf of HMRC for the 2011 survey.

2011 Report of the Results (PDF 664K)

Back to Top

Corporation Tax

The dataset consists of Corporation Tax returns or the assessments made from the returns where the accounting period end date falls between 1 April 2001 and 31 March 2013 and which had been received by June 2014.

CT600 main Return panel dataset

Back to Top

HMRC Customer Survey

The department’s Customer Survey measures customer experience of dealing with HMRC, and the department’s reputation. The survey asks financial agents, Small and Medium Sized Enterprises (SME) businesses, individual tax payers and benefit recipients about their recent dealings with HMRC. This dataset consists of survey data collected quarterly between Quarter 4 2007 to 2008 and Quarter 1 2010 to 2011.

Survey coverage

Back to Top

Compliance Quality Initiative (CQI)

Details of HMRC compliance enquiries (including random audits) into Income Tax Self Assessment and Corporation Tax Self Assessment returns for the tax years 1994/95 to 2010/11. The dataset includes information for:

  • Enquiry Cases
  • Outcomes
  • Open enquiries
  • Rejected enquiries

Back to Top

Capital Gains Tax (CGT)

Asset-level data from a sample of taxpayers who paid Capital Gains Tax on disposals made in tax years 2002/03 to 2010/11, including the grossing factors needed to produce population-level estimates. The latest CGT form is available: Forms and helpsheets for Capital Gains Tax

Back to Top

Enterprise Investment Scheme (EIS)

Information on all Enterprise Investment Scheme (EIS) and most recent Seed Enterprise Investment Scheme (SEIS) investee companies, including information on activity and amount of investment received for the period 1992 to 2013.

Back to Top

Imports and Exports

This data shows information from UK import and export declarations from and to countries outside the EU for 1996 to 2013.

Information for UK import and export declarations from and to countries within the EU is available for 2008 to 2013.

Trade statistics: Non-EU trade and EU trade panel datasets

Back to Top


The PAYE (Pay As You Earn) datasets contain selected variables for a sample of individuals drawn from records held by HMRC in the Computerisation of PAYE (COP) and National Insurance & PAYE Service (NPS) systems. The data includes pay and tax deducted as reported on Form P14 or Form P60 (end of year returns), industry of employment and individual characteristics. Drawn from COP, there is a 5% sample for 2000 to 2001 and a 10% panel sample for 2001 to 2008. From the NPS system which replaced COP from 2008, there is a 10% panel sample for 2008 to 2012.

PAYE panel dataset

Back to Top

Research and Development (R&D) Tax Credits

Information on Research and Development (R&D) tax credits claimed for the tax years 2000/01 to 2012/13, broken down by Small and Medium and Large Enterprises.

Back to Top

Self Assessment

Select variables taken from some of the various Self Assessment forms that can be filed with HMRC. This includes information from self-employed, partnerships and short tax returns.

More information about each is available at the link below, with all containing data for financial years from 1997 to 2013. There are additional datasets and lookup tables allowing for matching of the partnership data.

Information on Self Assessment tax calculations (where HMRC sends a calculation of what taxpayers owe or are owed based on the tax return for a specific year) has now also been added for the financial years 2005 to 2013.

Self Assessment returns

Back to Top

Survey of Personal Incomes: Public Use Tape

The Survey of Personal Incomes (SPI) is based on information held by HMRC on individuals who could be liable to UK tax. The UK Data Service currently holds data for the financial year 1985 to 1986, and from 1995 onwards.

UK Data Service

Survey of Personal Incomes: Public Use Tape

(Note: Data for 2008 to 2009 is currently unavailable)

Back to Top

Stamp Duty Land Tax

These datasets are based on Stamp Duty Land Tax returns. There is transaction level data for the financial years 2003/04 to 2012/13. HMRC have now also implemented partial postcode information so that the location of transactions can be determined to a greater degree of accuracy.

Stamp Duty Land Tax panel dataset

Back to Top

Tax credits

This dataset contains details on the awarding of tax credits for the financial years 2008/09 to 2010/11

Tax credits panel dataset

Back to Top

Tax Opinions Panel Survey (TOPS)

The Tax Opinions Survey aims to explore large businesses’ opinions regarding the administration of current tax policy and changes to legislation, as well as current and potential business behaviour in relation to these. It also looks at wider influences on attitudes and decision-making in relation to tax. The dataset consists of data collected across 2011 to 2013.

Back to Top


Annual and monthly extracts providing company level information on VAT returns from 2003 to 2012.

VAT Returns panel dataset

Back to Top

Published 14 November 2014