Prerequisites: Working with excel files using Pandas
In these articles, we will discuss how to Import multiple excel sheet into a single DataFrame and save into a new excel file. Let’s suppose we have two Excel files with the same structure (Excel_1.xlsx, Excel_2.xlsx), then merge both of the sheets into a new Excel file.
Approach :
- Import-Module
- Read Excel file and store into a DataFrame
- Concat both DataFrame into a new DataFrame
- Export DataFrame into an Excel File with DataFrame.to_excel() function
Below is the implementation.
Python3
# import module import pandas as pd # Read excel file # and store into a DataFrame df1 = pd.read_excel('excel_work\sample_data\Book_1.xlsx') df2 = pd.read_excel('excel_work\sample_data\Book_2.xlsx') # concat both DataFrame into a single DataFrame df = pd.concat([df1, df2]) # Export Dataframe into Excel file df.to_excel('final_output.xlsx', index=False) |
Output :
