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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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...
Getting the data fundamentals right at the Ministry of Justice
Posted by:
Sarah Blake – Deputy Director, Ministry of Justice, Posted on:
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Categories:
Data Strategy
...2024, we’ll draw together our different prototypes and strands of work on exemplar end-to-end services or datasets. We will: Select a small number of pilot areas and test our approach...
Automating the emailing of a Google Sheets dashboard
...to do this the first time you run it The script needs to be saved and authorised The code You can paste the code straight into the script editor window....
Using XPath and Python with the Google Analytics reporting API to report on a large data set
...of code working properly you can very quickly reuse the same code again, changing it to collect different metrics and dimensions. For example in the complete script I have quickly...
Peer-reviewing software for data analysis
...and decision-making more transparent. Why use open source code for data analysis? To summarise many other articles on the benefits of using open source code for data analysis: Analyses and...
Vehicle Management - Service Assessment
Posted by:
, Posted on:
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Categories:
...code available as open source. One recommendation for the future is to continue to clearly separate out secure code and patterns from the wider code base to allow more code...
Registered Traveller - Service Assessment
Posted by:
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Categories:
...having been done, as well as reasons for the service not having published the code yet, and plans in place to publish code over the coming months. The service manager...
Software engineering in analysis? See what happens next!
Posted by:
Alexander Newton - Good Practice Data Scientist, ONS, Posted on:
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Categories:
Reproducible Analytical Pipelines, Spreadsheets, Statistics
...source stuff. RAP is more than writing clean code To the person that wrote that RAP is a redefinition of documenting your code so that another person can read it,...
Passports - Service Assessment
...checks within the code, but any sensitive code should be managed and kept private whilst all other code should, by default, be open source. We would particular urge the team...
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