'How to find feature importance in data? [closed]

I want to know what column will correlated and impact to no_of_purchased but i have both numeric (e.g. total_item) and non-numeric data (e.g. shop_type)

table of data (columns name)

  1. shop_id
  2. shop_type (e.g. franchise ,..)
  3. total_item
  4. is_in_business_district
  5. is_creditcard_payment
  6. total_staff_in_shop
  7. no_of_purchased

if i want to find what impact to no_of_purchase and need to include both numeric and non-numberic data. which model and method should i use?



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