Why is it necessary to preprocess data?
By preprocessing data, we make it easier to interpret and use.
This process eliminates inconsistencies or duplicates in data,
which can otherwise negatively affect a model's accuracy.
Data preprocessing also ensures that there aren't any incorrect
or missing values due to human error or bugs