can numpy be used with web scraping? Technically, yes, but it’s not the best tool for the job unless you’re dealing with a lot of numerical data.
Numpy is awesome for math-heavy tasks, but for most scraping workflows, pandas is a better fit. It’s built on numpy, so you still get the speed and power, but with more flexibility for handling messy data.
Also, if you’re scraping large datasets, check out Apache Spark—it’s a beast for big data processing.
Numpy is awesome for math-heavy tasks, but for most scraping workflows, pandas is a better fit. It’s built on numpy, so you still get the speed and power, but with more flexibility for handling messy data.
Also, if you’re scraping large datasets, check out Apache Spark—it’s a beast for big data processing.