Read and iterate over CSV using Pandas in Python

Pandas_Csv_Reader.py

#Info: Read Csv file from Pandas with header.
#Author: Haseeb Mir.
#Date: 03/22/2022

#%%
import string
import pandas as pd

def read_csv_list(csv_file:string):
    df = pd.read_csv(csv_file,index_col=0) # Read Body data-frame.
    df_head = pd.read_csv(csv_file,index_col=0, nrows=0).columns.tolist() # Read Headers.

    df = df.reset_index()  # make sure indexes pair with number of rows
    data_list = []
    for _,row in df.iterrows():#Row with discarded index.
        data = []
        for i in range(0,len(df_head)): #Iterate over headers.
            data.append(row[df_head[i]])
        data_list.append(data) # Append data with headers index.  
    return data_list

#%%
##Main Method.
if __name__ == '__main__':
    data_list = read_csv_list('objects.csv')

    for data in data_list:
        print(data,end='\n')