reproducible-analytical-pipeline
There are 3 repositories under reproducible-analytical-pipeline topic.
NHSDigital / rap-community-of-practice
The RAP community of practice includes all analysts and data scientists who are interested in adopting the working practices included in reproducible analytical pipelines (RAP) at NHS Digital.
Language:HTML 81best-practice-and-impact / qa-of-code-guidance
Guidance for quality assurance of code for civil service researchers and analysts.
Language:CSS 71co-analysis / a11ytables
R package: generate best-practice stats spreadsheets for publication
Language:R 40This repo collects the open-source work of the Analytics Service within NHS Digital Data Services
Good Practice Tables - an XlsxWriter wrapper to write consistently formatted statistical tables to Excel.
Language:Python 35A python package template by NHS England that can be adapted for RAP projects.
Language:Python 20An example Python repository that follows the standard structure we recommend for Reproducible Analytical Pipeline (RAP) scripts, with supporting packages in Python.
Language:Python 10ONSdigital / cis_households
Data engineering pipeline for the household COVID-19 Infection Survey (CIS)
Language:Python 10Code repository for the Personal Social Services Adult Social Care Survey publication
Language:Python 7Code repository for the Smoking Drinking and Drug Use Report
Language:Python 7The codon project was created to increase code sharing, code consistency, coding standards, and encourage collaboration. Package documentation is available on the GitHub pages. codonPython aims to reduce the barrier for entry for analysis and provide software development experience for those at a higher level of technical ability.
Language:Python 5This repo includes the pipeline used to link and curate CVD PREVENT audit data to HES and death registration data into two tables. These are subsequently sent to OHID for analysis and publication.
Language:Python 5A maturity model for platforms that support development of Reproducible Analytical Pipelines (RAP)
A repo to hold resources and code from data science seminars. For more info contact datascience@nhs.net.
Language:Python 2- Language:Python 2
- Language:Python 2
An example R repository that follows the standard structure we recommend for Reproducible Analytical Pipeline (RAP) scripts with supporting packages in R
Language:R 1c-tomlin / pes_match
Python package containing functions used for deterministically matching a Post Enumeration Survey to census data
Language:Python 1- Language:R 1
Code repository for the NHS Breast Screening Programme report
Language:Python 1- Language:Python 0
Swirrl / functional-rap
Slides for 2nd half of the talk "The world won't let you RAP and what to do about it" held at DataConnect2022
