Wikipedia Table Scraper
Bijaya Kumar Tamang
Wikipedia Table Scraper
A Python script to extract and clean data tables from Wikipedia pages. This example scrapes "Countries by GDP" data, but can be adapted for any Wikipedia table.
Features
Extracts structured table data from Wikipedia pages
Cleans data by removing citations and special characters
Outputs to CSV for easy analysis
Flexible to work with any Wikipedia table
Lightweight with only 3 dependencies
Requirements
Python 3.6+
BeautifulSoup4
pandas
requests
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Posted Sep 16, 2025
Python script to extract and clean Wikipedia tables.
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