In this project, we modified the data using the Pandas library. We implement all changes over the file big_mart_sales.csv. The techniques we used to improve our data set are:
- How to impute missing values in any columns ?
- How to change incorrectly entered values for a specific column: map () function?
- How to change the value of a column using the apply () function?
- How to create a new column based on an existing column?
- How to convert categorical variables to numerical ?