This directory contains resources, reference information and research articles that can help you with all aspects of your analytical work.
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This report summarises the main findings from the second phase of the work to review the current ethnicity harmonised standard.
Learn more on Review of the ethnicity harmonised standard: findings from phase 2 of our researchThe standards for ethnicity data have been developed by the Cabinet Office Equality Hub. They describe best practice when collecting, analysing and reporting ethnicity data.
Learn more on Standards for Ethnicity DataThis user guide outlines the various measures of trade, including their strengths and limitations.
Learn more on A user guide to regional tradeThis toolkit can be used to support the development of survey products for social and business surveys.
Learn more on Survey development toolkit: an overview of the research objectives and methods for each Agile phase of survey developmentThis report presents the research that has been done during the development of the first harmonised standard for socio-economic background.
Learn more on Development of the socio-economic background harmonised standard: research findingsThis guidance sets out how to collect and report statistics about socio-economic background to ensure statistics about this topic are as comparable as possible across government.
Learn more on Socio-economic background harmonised standardExamples of how to use our recommended colour palettes in charts using R and Python code and Microsoft theme files.
Learn more on Using our colour palettes in Microsoft, R and PythonThis guidance has been created to help you make decisions about the amount of research and design needed for survey questions and materials.
Learn more on The three levels of Respondent Centred Design (RCD)This checklist is designed to help you implement our data visualisation charts guidance and e-learning.
Learn more on Accessible charts: a checklist of the basicsThese resources are to be used alongside our 'releasing statistics in spreadsheets' guidance.
Learn more on Resources to use with our releasing statistics in spreadsheets guidance