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Excel vs database
(sh.itjust.works)
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For small projects, I'll use csv files for my data.
It's much faster for me to prototype concepts in simple text files than designing and building a database.
Once the project matures or scales large enough, I've usually reached the point I'm going to rewrite it from scratch "the right way", so will build a database if it makes sense.
Maybe one in twenty projects reach the point it's worth moving.