Exploring fire brigade performance data
...number of fire incidents per London ward. This work is part of our prototypes project, where we are testing new approaches to data analysis and visualisation. For this particular prototype,...
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Data Science Accelerator Programme - project update
...title) and corresponding coded fields (i.e. Standard Occupation Codes (SOC)) that were manually assigned by operators. This data was suitable for supervised machine learning and he developed Naive Bayes Classification...
Going from mentee to mentor with the Data Science Accelerator
Posted by:
Manisha Matharu, Posted on:
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Categories:
Data science, Data Science Accelerator, People and Skills
...transfer my skills from the Accelerator to my everyday work and share what I’d learnt with analysts in my department and beyond. The Accelerator was a springboard for my promotion...
DAUGS VIII : What we learned
...additional prompts for suggesting the most appropriate identity providers, increasing the user success rate. Data visualisation to tell a story Catherine Hope, DWP’s Presentation Champion showed us how she has...
Government Data Science community meetup, May 2020
Posted by:
Hillary Juma - Data Science Community Manager, ONS and James Charlton - Data Science Community Manager, GDS, Posted on:
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Categories:
Data insights, Data science, Events, Machine learning, People and Skills
...virtual meet up. This also allowed for new areas and subject matter experts; below you will find information related to the subject areas that were covered. We're adapting our...
Detecting semantic similarity on GOV.UK
Posted by:
Ellie King - Data Scientist, GDS and Nicky Zachariou - Head of Data Science (Prisons and Probation), MoJ, Posted on:
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Categories:
Data science, Machine learning, Python
...last 6 months, 700 content items have been published on GOV.UK per week. This high publishing rate can result in multiple content items being published to serve the same user...
Help us increase the importance of data in GDS service assessments
Posted by:
Charlee Gothard - Technical Writer, Data Standards Authority, GDS, Posted on:
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Categories:
Data Standards, Digital Service Standard, Service manual
...placed on the data element of a project at those early stages. At GDS, planning (and funding!) a new project can mean applying the Service Standard to your proposed service,...
Changing the Performance Platform
...time to act on those findings. This means a refocused approach and product - which will help us meet the user needs we identified in discovery. We believe that making...
Embedding Data Scientists
...the team I used these indicators to create an automatic assessment tool in Python. I also iterated them to increase their predictive accuracy (by creating a new indicator, making the...
Presenting data: 5 tips for making your data understandable
Posted by:
Catherine Hope - Statistician, Department for Work and Pensions, Posted on:
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Categories:
Data Visualisation, People and Skills
...one member of the team is new to the role, you risk making them feel excluded because they can’t keep up. Explain your acronyms, and give a bit of context...
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