D&I statistics
This section sets out each Qatar's standing in various indices on diversity, equality and inclusion. Many of these are yearly ongoing indices, but others will be specific academic reports, policy documents and research into changing patterns and trends at a global diversity and inclusion level.
Gender Inequality Index - http://hdr.undp.org/en/composite/GII
https://en.wikipedia.org/wiki/Global_Gender_Gap_Report#WEF_Global_Gender_Gap_Index_rankings
Gender Index - https://www.genderindex.org/country/qatar
Global Gender Gap Index – https://en.wikipedia.org/wiki/Global_Gender_Gap_Report
Freedom in the World 2018 – https://freedomhouse.org/report/freedom-world/freedom-world-2018
Good Country Index - https://goodcountry.org/index/results
Human Rights Watch report - https://www.hrw.org/middle-east/n-africa/qatar
World Values Survey - http://www.worldvaluessurvey.org/WVSOnline.jsp
FCO Economic Factsheets - https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/702237/Qatar_0418.pdf
Gay Happiness Index - https://www.planetromeo.com/en/care/gay-happiness-index/