Data Cleaning in Python with NumPy and Pandas

Mike Flanagan
Jul 18 · 5 min read

The first utilities that an aspiring, python-wielding data scientist must learn include numpy and pandas. All provide an assortment of tools for a data scientist to apply thorough analysis and find deep insights, yet with so many built in functions and attributes, it can be difficult to know which to use at the start.