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Much easier to work on data with SQL. I can cleanse, deduplicate, fill in default, update, merge, join, and generate reports with a few SQL.

I had an interest rate app where the backend data collection process consists of a shell script to run curl to download rates from various places as CSV, import CSV into Sqlite, runs a few SQL to clean up/merge/fix default/dedup the data. The process is idempotent and can add new data to existing data. At the end I got a long history of clean up-to-date interest rate data in a Sqlite table.



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