What is pandas?

Pandas is a free, open-source Python toolkit that provides data structures for data-related activities such as data analysis and manipulation. Pandas fit in any function of data operation, whether it’s for developing different algorithms or addressing complicated business issues, thanks to its extensive feature set. Pandas assists in dealing with a large number of files and executing actions on the data stored in them.

Pandas is a popular Python-based data analysis toolkit which can be imported using import pandas as pd. It presents a diverse range of utilities, ranging from parsing multiple file formats to converting an entire data table into a NumPy matrix array. This makes pandas a trusted ally in data science and machine learning.

Similar to NumPy, pandas deals primarily with data in 1-D and 2-D arrays; however, pandas handles the two differently.