Reproducible Analytical Pipelines
...but are particularly useful for code in text files for example R or Python code. Whilst git can be used locally on a single machine, or many networked machines, git...
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Building trust in data and AI: the new Data and AI Ethics Framework and self-assessment tool
Posted by:
Elena Hess-Rheingans, Data Ethics Lead, GDS, Lucia Hawkes, Data Ethics Advisor, GDS and Benjamin Gilburt, Data Ethics Lead, GDS, Posted on:
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Categories:
Data Ethics
Yasmin Dwiputri & Data Hazards Project / https://betterimagesofai.org / https://creativecommons.org/licenses/by/4.0/ The use of data and artificial intelligence (AI) is helping government improve productivity and deliver better public services across many...
Improving support for people at risk through better data: Introducing the Vulnerabilities Data Standards Alpha
...in isolation. Councils, housing associations and local partners hold the richest contextual data about households. Their continued collaboration will ensure the standards work in practice as we move towards Beta....
Tax-Free Childcare - Service Assessment
Posted on:
The service will use this report to inform continued development in the interim until they plan to move to private beta development in autumn 2016 when a further assessment will...
Natural Language Processing in government
Posted by:
Matt Dray - Associate Data Scientist, GDS, Posted on:
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Categories:
Data science, Machine learning, Text Analytics
The Government Data Science Partnership (GDSP) brings together public servants to share knowledge about data science. It’s a collaboration between the Government Digital Service (GDS), Office for National Statistics (ONS)...
Using machine learning to classify user comments on GOV.UK
...surprising: 53% of the time, manual coders disagreed about how a survey should be coded. We can see this in the chart below, which shows how often volunteer coders applied...
Splink: Fast, accurate and scalable record linkage
Posted by:
Robin Linacre - Data scientist, Ministry of Justice, Posted on:
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Categories:
Data Engineering, Data science, Python
...is a free library for fast and accurate record linkage, which is now in its third version. It has the following key features: Faster and more accurate than other free...
Free tools to quickly show postcode data on a map
...free tools that I use to convert postcode data into useful maps. My example shows sample data of football stadiums in Great Britain. Mapping Sheets This Google Sheets add-on allows...
MeasureCamp VIII: what we learned
Posted by:
Tara Stockford, Tim Leighton-Boyce and Peter Jordan - Head of Performance and Data Analysis, GDS, Posted on:
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Categories:
Events
...around where the line between acceptable and intrusive tracking should be drawn. In particular, the group considered the difference between technologies like third-party cookies (used with consent), device fingerprinting, and...
Companies House Service - Service Assessment
Posted on:
...source code to be made publicly available. Rather than making a judgement on what source code will be useful and reusable, the default approach should be to publish (sensitive information...