Transforming the process of producing official statistics
...This combination of different expertise helped ensure we understood the data and the process as well as the code, which we quickly realised was crucial in the initial phase of...
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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...
Using data science to build a taxonomy for GOV.UK
...understand and comment on. We decided to use Jupyter Notebook to document our experiments, because it allows us to write both code and free-form text, and expose the notebook via...
Company Accounts and Tax Online - Alpha Assessment
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...code open and reusable- point 15 The service team should continue the work to open their source code. Testing the end to end service - Point 17 Ensure the service...
RAPpers delight
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Anthony Ash - Statistician, MHCLG, Posted on:
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Data science, R, Reproducible Analytical Pipelines
...was standardised (e.g. 'Epsom & Ewell' was always named 'Epsom and Ewell'), an 'ONS name' table was imported into the database too. This table contained local authority names, ONS codes...
How we created a reporting tool to improve the accessibility of GOV.UK
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Avision Ho - Data Scientist, GDS and Kelvin Gan - Senior Developer, GDS, Posted on:
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Data insights, Text Analytics
...look for specific accessibility content issues. We wrote it in Python, as it’s a GDS-supported programming language, and structured the code in a way that allowed us to write and...
One year of the Linguistic Data Subcommunity
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Karen Tingay – Co-Deputy Head of Analytical Data Science, Department for Business and Trade, Posted on:
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Data science, Events, People and Skills
...discussion with the Analytical Systems and Pipelines Hub on a training series on reproducible coding. Voluntary Application of the Code of Practice for Statistics: The Code of Practice for Statistics...
Employment Intermediaries - Beta Assessment
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...panel were glad to see that improvements had been made since Alpha. The team have immediate plans to open up validation engine code, to support the external software providers, who...
Amend My Driver Record Change of Address - Service Assessment
...code open and reusable, and the team told us that DVLA as a whole is now proposing to adopt this process. The process will include additional controls, reflecting the organisation’s...
ePayments - Service Assessment
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...make it quicker to roll out updates and improvements. Point 15 - Make all new source code open and reusable, and publish it under appropriate licences (or give a convincing...
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