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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Apply for a Budgeting Loan - Service Assessment
Posted by:
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...code open and reusable, and publish it under appropriate licences (or provide a convincing explanation as to why this cannot be done for specific subsets of the source code). The...
DIT's Data Workspace - all our data, in one place
Posted by:
Agnes Coaker - Senior Data Analyst, Department for International Trade, Posted on:
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Categories:
Data Engineering, Data science, Implementation
...but also the range of analytical tools I have access to. Another surprise is the freedom for experimentation – one can follow a whim as to what might be a...
Natural Language Processing in government
Posted by:
Matt Dray - Associate Data Scientist, GDS, Posted on:
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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,...
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...
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...
Data Science Accelerator Programme 2021: Applications now open
Posted by:
Sophie Nelson - Programme Officer, Office for National Statistics, Posted on:
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Categories:
Data science, Data Science Accelerator, People and Skills
...I was new to git but it was very useful to use these new skills to share my code with my mentor. Make sure that your data is ready to...
MOT Testing - Service Assessment
...the migration to new infrastructure and switching garages to the new system. Conversations are already taking place between DVSA and GDS to track that and they should continue with regular...
Surveillance 2014 (Animal and Plant Health Authority) - Service Assessment
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...its AD research and, as above, extends this to small veterinary practices and their staff (who might be more likely to be using the new digital service). Gives serious consideration...
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...
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