Can NumPy Be Used with Web Scraping? Exploring Its Role in Data Processing

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can numpy be used with web scraping? Yeah, but it’s not the most common tool for it. Numpy is more for heavy-duty math and array operations.

If you’re scraping data that needs statistical analysis or transformations, numpy can be super helpful. But for general scraping, pandas is way more user-friendly.

Also, check out OpenRefine for cleaning messy data—it’s a lifesaver!

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