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
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...User needs and user research The assessment panel noted how the whole service team had a deep understanding of their users, and of the top user needs that the service...
Performance Anxiety
...a good score if many people registered online to vote. It would be better to measure what proportion of transactions are online (or how many paper forms citizens still have...
Connecting data to enable modern digital government
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Arrun Gaydhani, Product Manager, GDS, Mark Durkee, Head of Data Architecture, GDS, Geraldine Tetteh, Senior Business Analyst, GDS and Rachael Richards, Channels and Content Lead, GDS, Posted on:
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Categories:
Uncategorized
...to different organisations. Other countries, including Denmark and Estonia, have demonstrated approaches to making trusted foundational data easier to discover and reuse while maintaining appropriate safeguards. Connecting information across government...
Tax-Free Childcare - Service Assessment
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...to it. The team need to be able to explain and understand the relationship between the back-end technology and the front-end and how open standards will be used. Point 1...
Using XPath and Python with the Google Analytics reporting API to report on a large data set
...task: Set up credentials and Python libraries to use with the Google Analytics reporting API Build a script that used the API to: use your credentials to access the API...
Company Accounts and Tax Online - Alpha Assessment
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...struggled to find suitable users, despite targeted attempts, and so has not been able to show evidence for users completing the service end-to-end, unaided. However, the team showed how they...
Using machine learning to classify user comments on GOV.UK
...our manual coders are now freed to focus on the difficult classes, we can also start to develop algorithms to automatically classify these as we more quickly accrue manually coded...
MeasureCamp VIII: what we learned
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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...
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
...to solve this problem. He discussed Latent Dirichlet Allocation (LDA) to assign texts to abstract ‘topics’ that represent word distributions and how structural topic models can improve models by taking...