OOP on Data Science pipeline on toy dataset(Titanic Survival Prediction)

Class: everything is like a class, human is a class, animal is a class, data processing is a class. The class contains attributes and functions.

Calculator class have attribute like calculator name, function like add, minus, times, division.

Data processing have attribute like numeric data processing, function like data.shape, data columns, data pairplot, data cont and cate vars cleaning.