Define the Correct DataType for Categorical Columns

If your data has categorical columns, you should not represent them as int/string data type.

Rather, Pandas provides an optimized data type specifically for categorical columns. This is especially handy when you are working with large data-driven projects.

The snippet compares the memory usage of string and categorical data types in Pandas.