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Python

Working with Excel Files in Python

Read and write Excel spreadsheets with openpyxl or pandas.

Working with Excel Files in Python — a practical guide to Python Excel openpyxl pandas with clear examples you can reuse in real projects.

Python Tutorial Series (86/95). Prefer one article? Read the complete Python tutorial.

Short description

Use pandas for analysis-friendly tables; openpyxl for formatted workbooks.

pandas Excel

# pip install pandas openpyxl
import pandas as pd

df = pd.DataFrame({'name': ['Asha', 'Ravi'], 'score': [90, 88]})
df.to_excel('scores.xlsx', index=False)
print(pd.read_excel('scores.xlsx'))

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