Data analysis best practice
There are multiple sources of data analysis best practice information.
The Aqua book
For overall guidance on using analytical models to produce quality analysis for government, use the Aqua Book.
You can also use the Aqua Book resources to learn more about the tools, guidance and templates related to the Aqua book.
Government Analysis Function guidance
The Government Analysis Function have produced a vide variety of guidance on data visualisation, as well as on other useful topics.
The Duck book
For a code quality assurance checklist for analytical projects in government, use the Duck book code quality assurance checklists.
govcookiecutter
govcookiecutter is a cookiecutter template for data science and data analysis projects within government.
Use this template set up a project with a standardised structure and security features included.
For more information, see the: