Reproducible Analytical Pipelines
...additional set of tools we can start to use once we begin writing our own tests is code coverage tools, for instance codecov.io, or coveralls.io. These tools are able to...
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Employment Intermediaries - Alpha Assessment
...This service will provide a standardised and digital way for intermediaries in the temporary labour market to report information into HMRC to meet their legislative requirements and help close the...
Comparing ethnicity data for different countries
Posted by:
Darren Stillwell - Head of Quality and Standards, Equality Hub, Posted on:
-
Categories:
Data insights, Data Standards, People and Skills, Statistics
...collected information on “ethnic identity” * 7 collected information on indigenous identity (for example, people who are Torres Strait Islanders in Australia) In some countries information collected on “migrant status”...
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...
Using machine learning to classify user comments on GOV.UK
...these problems we needed to focus down on a smaller problem. Instead of attempting to automatically classify all surveys into all classes like a human classifier would, we focussed instead...
Using XPath and Python with the Google Analytics reporting API to report on a large data set
...how to do this here. These instructions will also show you how to set up your Google Analytics credentials. Set up your remaining Python libraries To install the libraries: open...
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
...t-SNE (t-Distributed Stochastic Neighbourhood Embedding). Dan fed this information into an algorithm called HDBSCAN to find meaningful groups, including one that contained appointments related to injections. Luke Stanbra from the...
Company Accounts and Tax Online - Alpha Assessment
...about how to measure success. In addition to the 4 mandated KPIs, they will be measuring drop-outs (although they need expert help to work out how to do this); how...
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
...the flaws in how Google Analytics calculates time on page and session duration, then went on to show us how to use timer scripts to increment a custom metric every...
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
...touch If you work for the government and would like help getting started with your data, please don’t hesitate to get in touch at robin.linacre@digital.justice.gov.uk. You can also ask us...
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