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this video is about using a database for CSV management so if you spent some time doing some data science projects its possible that you have different management strategies for csvs one option is to have a CSV maybe in your root directory another option might be to have csvs and one single repository all of your data goes independent of the repository that you might be working in recently Ive been trying this approach where I push all my csvs even ad hoc csvs to a database as a way to organize it so the database almost acts as a tree and the csvs are just ornaments I put on that tree the database Ive been really liking has been duckdb its fast it has a lot of functionality its not something Im necessarily trying to put in production but it has a lot of similarities with SQL Lite a database that Ive used quite a bit in the past and sqlite is known for being a database that works on your computer which is different from working which is different from how MySQL Works where you n