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Data Extraction + python scripts (API, AWS,..)

I want to extract my data via the API, but i just get rubbish as data. I cannot build up a proper Dataframe in any working environment such as Jupiter or Pycharm.

  1. What would you recommend infrastructure wise: when you need to extract data from your database to perform some coding(python) and send the results back to your app.

  2. Whats the best way to extract the data using the API to make it work in an working environment such as Pycharm or Jupiter notebook, or whatever you use for online coding?

  3. How would you send back the results?

Kind regards & Thank you