Reproducible Analytical Pipelines

Automatically produce best practice spreadsheets

Rowan Hemsi, Data Scientist, Office for National Statistics, 24 June 2022 - Excel, Python, Reproducible Analytical Pipelines, Spreadsheets

Learn how to create good practice accessible spreadsheets as part of Reproducible Analytical Pipelines using gptables. Learn about how we developed in the open.

Software engineering in analysis? See what happens next!

Alexander Newton - Good Practice Data Scientist, ONS, 24 March 2021 - Reproducible Analytical Pipelines, Spreadsheets, Statistics

We're borrowing software engineering tools to make analytical code more robust, and encouraging people to ditch spreadsheets for programming languages. Our aim is ease of reproducibility, quality assurance, auditability, adaptability and sustainability of our analysis.

RAPpers delight

Anthony Ash - Statistician, MHCLG, 24 March 2020 - Data science, R, Reproducible Analytical Pipelines

The Homelessness and Troubled Families Analysis Team at MHCLG have recently published the latest 2019 Rough Sleeping Snapshot statistics using a Reproducible Analytical Pipeline (RAP). This felt like a real achievement as we are one of the first teams in …

Blog Data in government