usecols read excel pandas code example

Example 1: read excel into dataframe python

import pandas as pd

sheet1, sheet2 = None, None
with pd.ExcelFile("PATH\FileName.xlsx") as reader:
    sheet1 = pd.read_excel(reader, sheet_name='Sheet1')
    sheet2 = pd.read_excel(reader, sheet_name='Sheet2')

Example 2: pandas read excel with two headers

df_dict = pandas.read_excel('ExcelFile.xlsx', header=[0, 1], sheetname=None)