Joining excel data from multiple files using Python
Joining Excel data from multiple files using Python can be achieved using the pandas library. Here's an overview of the steps you can follow:
Import the pandas library and create an empty DataFrame to store the combined data:
import pandas as pd
Create an empty DataFrame
combined_data = pd.DataFrame()
Get a list of all the Excel files in the directory
excel_files = glob.glob("*.xlsx")
Loop through each file and append its data to the combined_data DataFrame
for file in excel_files:
df = pd.read_excel(file)
combined_data = combined_data.append(df, ignore_index=True)
Save the combined data to a new Excel file
combined_data.to_excel("combined_data.xlsx", index=False)
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Tools Covered
Python
Excel
NumPy
Pandas
SciPy
And Many More..