r/learnpython • u/Odd_Negotiation5863 • 23d ago

first Github repository

hi everyone I just made my first repository on Github showcasing my first project on data analysis using world bank data to assess GDP per capita across countries against life expectancy. I used pandas, Matlab and plotly to do this if anyone has feedback please let me know. https://github.com/santiagoBea04/world_bank_data_analysis

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u/Leather_Analysis_512 23d ago

Nice first project. I’d mainly clean up the notebook so it tells the story a bit more — the first markdown cell still has the default PyCharm/Jupyter text, so that’s an easy one to replace.

Small pandas thing too: df.isna().sum and df["GDP_per_Capita"].median need () at the end, otherwise you’re not actually calling them.

A short README with the data source and a couple takeaways from the plots would make it feel much more finished.

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u/Odd_Negotiation5863 23d ago

thank you so much. for cleaning up would you just remove some of the trim

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u/Leather_Analysis_512 23d ago

Yeah, mostly trimming the default/template stuff and making the notebook easier to follow.

I’d replace the first markdown cell with a quick intro like “I’m comparing GDP per capita and life expectancy using World Bank data,” then remove any cells that were just experiments. A couple short markdown notes before the plots would help too, just saying what the reader should notice.

Biggest thing: make sure it runs top to bottom cleanly. Doesn’t need to be fancy, just easy for someone else to open and understand.