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@CDU-data-science-team Clinical Development Unit Data Science Team

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    33 repositories

    • patient-experience-dashboard

      Public
      The patient experience dashboard in Nottinghamshire Healthcare NHS Trust see: https://feedbackmatters.uk/rsconnect/experience/
      R
      •
      GNU General Public License v3.0
      •5•17•2•0•Updated Mar 25, 2024Mar 25, 2024

    • pxtextminingdashboard

      Public
      Text mining and visualization of NHS patient feedback.
      text-miningsentiment-analysisshinypatient-experience
      R
      •
      Other
      •1•4•10•0•Updated Sep 22, 2023Sep 22, 2023

    • team-blog

      Public
      CDU Data Science Team Blog and details of the Understanding Your Data meetings
      blogresources
      HTML
      •
      Creative Commons Zero v1.0 Universal
      •2•3•7•0•Updated Sep 1, 2023Sep 1, 2023

    • .github

      Public
      Creative Commons Zero v1.0 Universal
      •0•0•0•0•Updated Jun 20, 2023Jun 20, 2023

    • pxtextmining_api_demo

      Public
      Simple streamlit app for demonstrating the pxtextmining api
      Python
      •
      MIT License
      •1•0•0•0•Updated May 24, 2023May 24, 2023

    • nottshcMethods

      Public
      An internal R package formalising common transformations, visualisations, and analyses of clinical data
      package
      HTML
      •
      Other
      •3•4•8•0•Updated Mar 17, 2023Mar 17, 2023

    • pharmacyReporting

      Public
      R
      •
      Other
      •0•1•0•0•Updated Mar 16, 2023Mar 16, 2023

    • survey-application

      Public
      A CRUD application for nottshc survey data
      Python
      •0•0•0•0•Updated Feb 24, 2023Feb 24, 2023

    • phaRmacyForecasting

      Public archive
      Putting the R in pharmacy- a Shiny application to make forecasts of medication use in pharmacies in Nottinghamshire Healthcare NHS Trust
      shinyforecastinghealth-foundation
      R
      •
      Other
      •1•4•5•0•Updated Dec 20, 2022Dec 20, 2022

    • nottshcFFT

      Public
      FFT functions to clean data from a SQL server for upload to MySQL server
      package
      R
      •
      Other
      •0•0•0•0•Updated Dec 16, 2022Dec 16, 2022

    • feedback_tracker

      Public
      Application to count the number of patient experience responses by mode of collection across different clinical areas
      R
      •
      Other
      •0•0•2•0•Updated Dec 9, 2022Dec 9, 2022

    • the-cdu-way

      Public
      How we do things around here
      HTML
      •
      Creative Commons Zero v1.0 Universal
      •0•0•0•0•Updated Nov 30, 2022Nov 30, 2022

    • presentations

      Public
      Presentations from the Clinical Development Unit Data Science Team
      presentations
      HTML
      •
      Creative Commons Zero v1.0 Universal
      •1•0•2•0•Updated Nov 23, 2022Nov 23, 2022

    • CPA_SMI

      Public
      Venn diagrams with function and loops of SMI and CPA patient register numbers.
      venn-plot
      HTML
      •0•1•1•0•Updated Sep 30, 2022Sep 30, 2022

    • stm-survey-text

      Public
      STM topic modelling of patient feedback text
      R
      •
      MIT License
      •3•0•0•0•Updated Aug 19, 2022Aug 19, 2022

    • dna_machine_learning

      Public
      Using machine learning to predict non attendance at healthcare appointments
      R
      •0•0•0•0•Updated Jul 29, 2022Jul 29, 2022

    • project-showcase

      Public
      Showcase page for projects and apps created by the CDU Data Science Team.
      showcase
      CSS
      •
      MIT License
      •0•0•3•0•Updated Jun 7, 2022Jun 7, 2022

    • notebook-template

      Public template
      A template for simple Hugo notebooks
      HTML
      •
      Creative Commons Zero v1.0 Universal
      •0•0•0•0•Updated Jun 7, 2022Jun 7, 2022

    • assets

      Public
      Content such as logos to be linked to in code for consistency.
      logologos
      R
      •
      Creative Commons Zero v1.0 Universal
      •0•0•1•0•Updated May 20, 2022May 20, 2022

    • understanding-your-data

      Public
      A website for the Understanding Your Data meeting held at Nottinghamshire Healthcare NHS Foundation Trust.
      blogresources
      HTML
      •0•0•5•0•Updated Apr 4, 2022Apr 4, 2022

    • honos

      Public
      An R package for visualising and analysing the HoNOS (Health of the Nation Outcome Scales)
      packageanalysisrio
      R
      •
      Other
      •0•0•7•0•Updated Mar 2, 2022Mar 2, 2022

    • zero-shot

      Public
      Zero-shot classification of Patient Experience data
      Jupyter Notebook
      •
      MIT License
      •0•0•2•0•Updated Feb 1, 2022Feb 1, 2022

    • awesomeCDU

      Public
      apparently my torture should be public
      R
      •
      GNU General Public License v3.0
      •0•0•2•0•Updated Dec 6, 2021Dec 6, 2021

    • cmhsDashboard

      Public
      A dashboard to visualise the results of the community mental health survey
      R
      •
      Other
      •0•1•2•0•Updated Nov 6, 2021Nov 6, 2021

    • distill-blog-template

      Public template
      A blog distill template site based on the Understanding Your Data site. Information on how to set up parts like GitHub Actions and GitHub web pages can be found in the blog itself.
      blogtemplatedistill
      HTML
      •
      MIT License
      •0•0•0•0•Updated Oct 15, 2021Oct 15, 2021

    • nottshcOpenData

      Public
      An R package for querying and tidying publically available patient experience data from NOTTSHC
      package
      R
      •
      Other
      •0•2•2•0•Updated Sep 10, 2021Sep 10, 2021

    • experienceAnalysis

      Public
      patient-experience
      R
      •
      Other
      •0•0•3•0•Updated Aug 23, 2021Aug 23, 2021

    • stat_rethinking_2020

      Public
      Statistical Rethinking Course Winter 2020/2021
      HTML
      •112•1•0•0•Updated Aug 11, 2021Aug 11, 2021

    • presentation-template

      Public template
      Nottinghamshire Healthcare NHS Foundation Trust template slides in R using {xaringan}. These slides are a copy of those available in the {nottsHCMethods} package.
      presentationslide-templatexaringan-slides
      HTML
      •
      Creative Commons Zero v1.0 Universal
      •1•2•3•0•Updated Aug 2, 2021Aug 2, 2021

    • ons-data-tidy

      Public
      Data set preparation for ONS datasets.
      onsdatasetsdataset-generationenglandregular-updates
      R
      •
      MIT License
      •1•0•1•0•Updated May 14, 2021May 14, 2021