Question about data analysis?

I read this comment on the forum a while back. I don’t remember the source, but I saved it:

What made Python “click” for me was when I started to create my own small projects from Scratch (I do Data Analysis). IE. getting some data from somewhere and pulling it down into a pandas dataframe & doing some maths against it.

Question is what would be a recommendation for going about this. Is the writer referring to scouring the web for data or finding a repository for data and just thinking up tests to run?

Is there another method I’m not thinking of ?

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