How to Split an Excel Sheet into Separate Files Using Python
Learn a quick Python solution that automatically divides a large Excel workbook into multiple files, each containing three rows (or the remaining rows), using pandas and a simple loop, eliminating tedious manual copying and saving for large-scale data processing tasks.
Introduction
Hello, I am a Python enthusiast.
Background
While helping a follower, I encountered a simple requirement that is worth sharing: split an Excel file containing 20 rows into separate files, each containing three rows.
Requirement Clarification
The manual approach would involve opening the Excel file, copying three rows at a time, pasting into a new file, saving, and renaming. This works for a few files but becomes impractical when dealing with hundreds or thousands of files.
Therefore, we use Python to automate the process.
Initial Code Example
import pandas as pd
df = pd.read_excel('res.xlsx')
df.set_index(["A"]).reset_index()
df.iloc[: 3].to_excel('1.xlsx')
df.iloc[3: 6].to_excel('2.xlsx')
df.iloc[6: 9].to_excel('3.xlsx')
df.iloc[10].to_excel('4.xlsx')Implementation
The following concise script uses a for loop with a step size of three to generate the split files automatically.
import pandas as pd
df = pd.read_excel('res.xlsx')
# df.set_index(["A"]).reset_index()
for i in range(len(df) // 3 + 1):
df.iloc[3 * i: 3 * (i + 1)].to_excel(f'{i}.xlsx')Running this code creates a separate Excel file for every three rows, eliminating the need for manual copying.
The last file contains the remaining row when the total number of rows is not a multiple of three.
Conclusion
This example demonstrates a practical Python automation case for handling Excel files in everyday work. The approach can be adapted to other file‑processing tasks, encouraging you to explore and extend it further.
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