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2 years ago in Academic Research Practices By Simouni

How do I maintain a well-organized and reproducible research workflow?

My projects are getting messy with files in multiple places, old code versions, and unclear notes. I want to build habits that make my work reproducible and save me from future headaches. What's a good system to start with?

ResearchReproducibility DataManagement

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By Email1@gmail.com Answered 7 months ago

Start simple but be strict. I enforce the "Project Template" approach for every new study. Create a main folder with subfolders: /data (raw, processed), /code (analysis scripts), /docs (protocols, ethics), /outputs (figures, tables), and /writing. Never analyze data by pointing and clicking in software; write scripts (R, Python) that document every step from raw data to final output. Use version control (Git/GitHub) for your code and writing—it's a lifesaver. Most importantly, include a README.txt file in the project root explaining the folder structure, software versions, and how to run the analysis from start to finish. This discipline turns chaos into clarity. When you revisit a project in six months—or when a reviewer asks for your analysis—you'll be grateful.

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