Searching the service manual - was it worth it?
...that it has helped that product’s intended users to achieve their needs. In the case of the manual, we wanted our users to be able to find what they wanted...
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Securing personal data across government
Posted by:
James Freeland - Senior Data and Security Architect, GDS, Posted on:
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Categories:
Data protection, Data Standards, Guidance
...securing personal data in government services: Plan your response to incidents before they occur – maintain robust plans to detect, respond to and recover from any data incidents quickly and...
Auditing the Performance Platform with the MOJ
...useful in feeding insight into our development process. Our team is already planning our next product audit with the team at the MOJ’s Lasting Power of Attorney service. We’ll blog...
Make A Plea - Self Certification
Posted on:
...service. These improvements will include: Providing users with clearer information to pre-empt queries. Emphasising use of the digital channel by default in the documentation used to initiate the use of...
Understanding more from user feedback
...this situation, and to understand the types of common issues users are highlighting, we can use topic modelling. Finding hidden topics in comments The idea of topic modelling is that...
Data has users (with needs) too
Posted by:
Catherine Hope - Statistician, Department for Work and Pensions, Posted on:
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Categories:
Data insights, Google Analytics, Performance Analysis
...users have needs too. In my next blog post I’ll tell you more about the dashboard itself. I’ll describe how we decided: what to include where to host it how...
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...
Natural Language Processing in government
Posted by:
Matt Dray - Associate Data Scientist, GDS, Posted on:
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Categories:
Data science, Machine learning, Text Analytics
...t-SNE (t-Distributed Stochastic Neighbourhood Embedding). Dan fed this information into an algorithm called HDBSCAN to find meaningful groups, including one that contained appointments related to injections. Luke Stanbra from the...
Using new updates to schema.org to assist our response to the coronavirus pandemic
Posted by:
Rosalie Marshall - Lead Technology Advisor, GDS and Simon Hughesdon - Senior Developer, GDS, Posted on:
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Categories:
Data Standards, Open data
...us provide trusted information to users and make sure other useful and trusted content from others is surfaced. Schema.org allows us to put in links to other pages with relevant...
How ONS has been putting people at the heart of metadata
Posted by:
Mandy Beasley - Senior Data Architect, Office for National Statistics, Posted on:
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Categories:
Data Standards, Guidance
...or die by the user’s ability to find what they need, so search and navigation are key to early user buy-in and adoption some tools have excellent metadata ingestion and...