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An R package to help analyse organisational data. Inspired by analysis of the the annual UK Civil Service People Survey which looks at Civil Servants' attitudes to and experience of working in government departments.
Ops and deployment resources for MOJ Analytics platform
Controls the deployment of user Data Science Sandboxes
A technical communication document intended to give assistance to people developing a Reproducible Analytical Pipeline.
Infrastructure as a code for Data Science processing machine
Docker container for running lda tagger experiments
files to clean LDA_output, for hierarchy development and for preparing data for model evaluation
boilerplate for ds project startup
Stripped down version of the govuk-lda-tagger repository, for use in a docker container
Terraform script to run govuk-lda-tagger Docker image on ECS
Technical documentation for the data science sandbox: https://github.com/ukgovdatascience/data-science-sandbox-infrastucture
Demonstration package for easy cross-tabulation of categorical data.
An experiment of using the LDA machine learning algorithm to generate topics from documents and tag them with those topics
Software Testing for Data Scientists
Draft Data Scientist career path by the Government Data Science Partnership
Repository for storing past accelerator projects
Theme for use with ggplot2 for creating government style visualisations
Code that creates the GDS LA + TSO/EHO linked register
A script that gets data from the Twitter real-time API, passes it to a message-queue (e.g. RabbitMQ) and stores tweets into MongoDB