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
...take place. Tax-Free Childcare is a new Government service, offering support to working parents with their childcare costs. The purpose of the service is to either help parents back into...
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
...NLP is used to interpret unstructured text data, such as free-text notes or survey feedback. It can help us look for similarities and uncover patterns in what people have written,...
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
MeasureCamp is a free, informal ‘unconference’ for digital analysts, held on a Saturday in London twice a year. Its objective is ‘the transfer of knowledge’, and everyone is encouraged to...
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:
...how assisted digital users will be tested outside of the premium service and how support will be free at the point of use for the user except support from family...
Peer-reviewing software for data analysis
...and decision-making more transparent. Why use open source code for data analysis? To summarise many other articles on the benefits of using open source code for data analysis: Analyses and...
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