What we've learned performing Product Audits
...also wrote up our interview notes and put them into a shared folder so that those who weren't present at the audit could see what was said. As you can...
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The Accelerator grows
...each project website and extracted data from each project LogFrame into a new format that allows text mining for more efficient searching and comparisons, so that programmes which are trying...
Building a data dashboard for a service delivery team
Posted by:
Catherine Hope - Statistician, Department for Work and Pensions, Posted on:
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Categories:
Google Analytics, Performance Analysis
...another Google Product, Data Studio. It’s specifically designed for sharing information in this format. You can refresh the data as often as you want so we’re taking advantage of that....
Help us start a data revolution for government
Posted by:
Kit Collingwood - Deputy director, DWP Digital and Robin Linacre - Data scientist, Ministry of Justice, Posted on:
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Categories:
Data insights, Data literacy, Open data, People and Skills
...strong sign that data is finally being taken seriously. Although initiatives such as the Data Science Accelerator are welcome and there are some cross-government data and analysis communities forming, there’s...
How can the public sector collect better data on staff ethnicity?
Posted by:
Richard Laux - Deputy Director (Data and Analysis), Race Disparity Unit, Posted on:
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Categories:
Data insights, Statistics
...18 detailed groups for a particular year might not be robust enough to be useful. The advantage of collecting more detail is that it enables further analysis, for example by...
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
...high-harm offender. The final state of the model used a random forest with the XGboost algorithm, for multi-label classification on the next type of crime for the group predicted to...
Synthetic data: Unlocking the power of data and skills for machine learning
Posted by:
Karen Walker - Principal Data Scientist, DSTL, Posted on:
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Categories:
Data insights, Data science, Machine learning
...data in government and academia. For example the Office for National Statistics’ Data Science Campus has looked at using generative adversarial networks (GANs) to generate synthetic data. What we did...
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
...decisions based on data and improve the outcomes for the millions of people that rely on the justice system. We are creating the foundations for our colleagues – in data...
Pay Penalty Online - Service Assessment
...service team for their well-informed answers to our questions, we look forward to hearing about what the service team learn from their research and seeing how the service develops. Digital...
RAPpers delight
Posted by:
Anthony Ash - Statistician, MHCLG, Posted on:
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Categories:
Data science, R, Reproducible Analytical Pipelines
...meant that there was more time to focus on analysis, quality assurance, and explaining what the statistics were showing. What’s in a name? …pain, if an ampersand does it contain!...
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