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

Numpy can be used with web scraping, but it’s not the most practical choice unless you’re dealing with a lot of numbers.

If you’re scraping text or HTML, numpy won’t add much value. Stick with pandas for cleaning and organizing your data.

Also, if you’re scraping APIs, check out Insomnia—it’s a great tool for testing and debugging.