best-practice-and-impact/rap-team-handbook

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best-practice-and-impact/rap-team-handbook

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The Analysis Function reproducible analytical pipelines (RAP) team handbook

govcookiecutter

A cookiecutter template for data science projects within His Majesty's Government and wider public sector.

qa-of-code-guidance

Guidance for quality assurance of code for civil service researchers and analysts.

gptables

Good Practice Tables - an XlsxWriter wrapper to write consistently formatted statistical tables to Excel.

ons-spark

Jupyter Notebook

assumptions

Generate assumptions and caveats logs from code comments.

spreadsheet-accessibility

rap_mvp_maturity_guidance

This repository hosts the working RAP minimum viable product and maturity guidance.

afcharts

govspeakr

An R package to convert standard markdown to govspeak markdown, for use in the development of Reproducible Analytical Pipelines (RAP)

ons-github-post

A blog post to promote the use of GitHub and open sourcing at the Office for National Statistics

example-package-python

An example Python repository that follows the standard structure we recommend for Reproducible Analytical Pipeline (RAP) scripts, with supporting packages in Python.

CARS-3

Analysis of the Coding in Analysis and Research Survey (CARS)

git-workshop

Template Git workshop repository

platform-maturity-model

A maturity model for platforms that support development of Reproducible Analytical Pipelines (RAP)

admin-data-quality-stats

code for the administrative data quality for statistics guidance

Missing-data-methods-review---Alma-Economics

A literature review produced by Alma Economics, for ONS, to review methods to handle missing data across a variety of data sources

CARS_dashboard

Response rate dashboard for the Coding in Analysis and Research Survey (CARS) wave 3.

python-pipeline-runner

A Python data pipeline runner

conversationaltoolkit

Quarto-QA-example

ons-git-config

A useful git configuration for the Office for National Statistics network.

presentations

dqhub-resources

Resources for data quality in government

coffee-and-coding-git-2023-06-06

Repository for Coffee and Coding Collaborating using Git workshop on 6th June 2023

CARS2

Coding in Analysis and Research Survey (CARS) wave 2 analysis

quality-reporting-examples

Example of automated quality reporting in Python and R

ONS_minimum_RAP

Draft RAP minimum standard guidance for ONS