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Data automation
Web Scraping & Data Cleaning
A practical demo extracting book records into a cleaned and validated Excel file.
completed2026PythonPandasExcel
The challenge
Extract structured information from demo site pages accurately and consistently.
My approach
Python-based extraction, column normalization, missing-value checks, duplicate URL checks, and price validation.
Outcome & progress
An Excel dataset with quality checks.