tag:www.gov.uk,2005:/data-ethics-guidance Find data ethics guidance, standards and frameworks technology area Analytical Models 2025-01-29T16:30:07+00:00 HM Government tag:www.gov.uk,2005:/data-ethics-guidance/ethical-considerations-in-the-use-of-machine-learning-for-research-and-statistics 2025-01-29T16:30:07+00:00 Ethical considerations in the use of machine learning for research and statistics This high-level guidance explores ethical considerations associated with the use of machine learning techniques for research and statistical purposes. tag:www.gov.uk,2005:/data-ethics-guidance/ethical-principles 2025-01-29T16:01:20+00:00 Ethical Principles A set of ethical principles published by the UK Statistics Authority (UKSA). tag:www.gov.uk,2005:/data-ethics-guidance/ethical-considerations-in-the-use-of-geospatial-data-for-research-and-statistics 2025-01-29T15:59:50+00:00 Ethical considerations in the use of geospatial data for research and statistics This guidance document explores ethical considerations in the use of geospatial data for research, analysis and statistics.