Discover nhsengland/datascience-pd-newsletter Open Source project

A repository to share code, good practice, resources, and knowledge about using R across NHS England.

nhs-r-reporting

futurenhs

The open source new FutureNHS platform for communities working across health and social care in England

it-standards

IT Standards for NHS England. Documented in markdown and managed as code.

Discrete Event Simulation in RSimmer of Ambulance Job Cycle Times

AmbModelOpen

ESA_Avoidable_ED_Attendances

This R package implements the definition of 'avoidable' emergency department attendances, as per the School of Health and Related Research at the University of Sheffield's definition, with reference to NHS Digital's SNOMED/HES coding. Requires Rcpp (>=1.0.8) and C++17 to compile.

C++

Health-RAP-Playbook-Alpha

Health Reproducible Analytical Pipelines Playbook - Alpha

Ways of working for our Github Organisation

github-WoW

datascience

NHS England Data Science Team Website

Documentation related to the new FutureNHS sharing platform

sharing-platform-docs

ESA_ED_Crowding

The Economics and Strategic Analysis Team, working under the Chief Data and Analytics Officer at NHS England have developed a model to investigate Emergency Department crowding, building on previous work conducted within the team. This package provides a user-friendly, database-agnostic way for other teams at NHSE and across the NHS system to utilise, and build upon, this model.

ckanext-adfs

Active Directory authentication for CKAN

Source code for the NHS England Data Directory

datadirectory

A simple example of using the officer package

officer-simple

NHSSynth

Package to accompany P41

The landing page for data.england.nhs.uk/

data-england-nhs-uk

The idea of this repo is to give you a very brief introduction to what python can do, and some of the advantages of using python over tools like Excel.

Markov-modelling-for-years-of-life-lost

python-in-an-hour

A regional collaboration proof of concept to enable sharing of code for data visualisations in R using published NHS data.

Region_Collab_Data_Viz_Library

Deployment and infrastructure automation for data.england.nhs.uk

iit-infrastructure

Using leaflet to create geographical mappings. NHS geographies as example

leaflet-geomaps-NHS

This repository contains artefacts pertinent to the hosting infrastructure of the new FutureNHS sharing platform

futurenhs-infra

HCL

DataScience-Signpost

io site to signpost to data science resources

CSS

ProcessMining

A repo on Process Mining with EMAS

Transactional Frontend for the innovation service - https://innovation.nhs.uk

model-card

innovation-service-transactional-frontend

TypeScript

wordpress-theme

The WordPress theme for england.nhs.uk

PHP

innovation-service-api

The backend API for the NHS Innovation Service - https://innovation.nhs.uk

TypeScript

futurenhs-roadmap

FutureNHS public roadmap

llm_tutorial

A tutorial about learning to build an LLM using open source tools.

The Data Viz community of practice includes all developers, analysts and data scientists who are interested in adopting the working practices for data visualization at NHS England.

data-viz-community-of-practice

Privacy Fingerprint (PrivFp) - Proof of Concept - a modular tool to provide a privacy risk score to healthcare free-text data

privfp-poc

Intro to Python - by the RAP team

rap_intro_to_python

ckanext-nhsengland

NHS England CKAN skin

Exploration and experiment repository for extending privfp-poc

privfp-experiments

NHSE PhD Internship Project - P61: Understanding Fairness and Explainability in Multi-modal Approaches within Healthcare

mm-healthfair

R code used to produce the Dental SMT Pack

git-challenge

SMT-Dental-Pack-PhODS

RAP_example_pipeline_r

making-data-count

innovation-service-informational-frontend

Informational Frontend for the NHS Innovation Service (Wagtail CMS) - https://innovation.nhs.uk

Collection of short-form case studies linking to main NHSE site

DataScience-CaseStudies

CSS

ckanext-introjs

Adds intro.js to CKAN so users can follow a guided tour of the UI.

NCDR-reference-library

⛔️ ARCHIVED - A custom file server that can be integrated with the futurenhs platform to handle file based upload/download/collaboration

futurenhs-file-server

data-hazards-mock-up

Mock-up of how a data science project at NHS England could communicate what might go wrong in data science projects, using the labels from the Data Hazards Project.

innovation-service-backend-api

The backend API for the NHS Innovation Service (Azure Function Apps Monorepo) - https://innovation.nhs.uk

TypeScript

DataScience-ReusableCode

Collection of reusable code

CSS

nhstechguides

NHS Technology Guidelines - Pre-ALPHA

JavaScript

GP_access

Report into GP access rates taken from GPAD data

GPPS-online-services

Partial codebase for project characterising groups of NHS GP online service users based on 2021 GP Patient Survey.

GIRFT_FU_Reduction_SE

Monitoring_follow_up_reduction_SE_region

ERF_Project

ics-metrics-ref

Integrated Care System Metrics Reference Guide

ons-api

A simple api for the ons

A statistical method accredited by the NHSEI Methods Peer Review Group.

NHSE-Methods-10-Similar-CCGs

NEY-Inequalities-Methodologies

Repository outlining methodologies used by the NHSE North East and Yorkshire Analytics Team for analysing healthcare metrics by deprivation

DS_Discussion_D_Tale

An exploration of the use of RAG within NHSE

NHS-DPP-multiple-long-term-conditions-evaluation

ds_251_RAG