Simon Willison’s Weblog

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Cookiecutter Data Science (via) Some really solid thinking in this documentation for the DrivenData cookiecutter template. They emphasize designing data science projects for repeatability, such that just the src/ and data/ folders can be used to recreate all of the other analysis from scratch. I like the suggestion to give each project a dedicated S3 bucket for keeping immutable copies of the original raw data that might be too large for GitHub.