Reproducible Analytical Pipelines
...the code, and ensuring that the code does what we expect it to, but because we have written an R package, it’s also very easy for us to institute tests...
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Tax-Free Childcare - Service Assessment
...developers, the team cannot have confidence that the code delivered to web browsers works for service users on the devices and browsers they use, or in a way that is...
Natural Language Processing in government
Posted by:
Matt Dray - Associate Data Scientist, GDS, Posted on:
-
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
A common data quality problem is to have multiple different records that refer to the same entity but no unique identifier that ties these entities together. For example, customer...
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
...metrics’ or collecting data just because you can, focus on what you’re actually going to do with it. A simple performance framework could consist of: what’s the objective? what’s happening...
Companies House Service - Service Assessment
The Companies House Service is a new, unified web service that brings together the company search and filing functionality that was previously split across disparate, legacy web services. This free...
Immigration Health Surcharge - Service Assessment
...supplier would essentially mean starting from scratch, rather than having a code base that they own and can have someone else improve. The assessment panel recommends that the entire team...
Automating the emailing of a Google Sheets dashboard
...keep the raw data on a spreadsheet with a higher set of permissions and just pull in what you need onto the dashboard Sheet. Adding the code The process consists...
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