Feature Engineering on Numeric Data

import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
import seaborn as sns

import warnings
warnings.filterwarnings('ignore')

poke_df = pd.read_csv("https://raw.githubusercontent.com/ingledarshan/upGrad_Darshan/main/Pokemon.csv")

poke_df.head()

poke_df.columns

Index(['#', 'Name', 'Type 1', 'Type 2', 'Total', 'HP', 'Attack', 'Defense',
       'Sp. Atk', 'Sp. Def', 'Speed', 'Generation', 'Legendary'],
      dtype='object')