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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Tax-Free Childcare - Service Assessment
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...
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...
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...
Companies House Service - Service Assessment
Posted by:
, Posted on:
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Categories:
...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...
Immigration Health Surcharge - Service Assessment
Posted by:
, Posted on:
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Categories:
...is established. The assessment panel is, however, concerned by the amount of work required to meet the standard at Beta within the challenging timeframes the project has, the handoffs between...
Peer-reviewing software for data analysis
At GDS we believe that making things open makes things better, which is why I recently participated in an open peer review of open code written by Public Health England...
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