Baselight

Company Financials Dataset

Test your preprocessing skills with this dataset!!

@kaggle.atharvaarya25_financials

About this Dataset

Company Financials Dataset

This is a dataset that requires a lot of preprocessing with amazing EDA insights for a company. A dataset consisting of sales and profit data sorted by market segment and country/region.

Tips for pre-processing:

  1. Check for column names and find error there itself!!
  2. Remove '$' sign and '-' from all columns where they are present
  3. Change datatype from objects to int after the above two.
  4. Challenge: Try removing " , " (comma) from all numerical numbers.
  5. Try plotting sales and profit with respect to timeline

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