For this lab, we will be using the marketing_customer_analysis.csv
file that you can find in the files_for_lab
folder.
- Show the dataframe shape.
- Standardize header names.
- Which columns are numerical?
- Which columns are categorical?
- Check and deal with
NaN
values. - Datetime format.
- BONUS: Put all the previously mentioned data transformations into a function.