The objective of this post is to present an intuitive overview of features of pandas DataFrame object. Minimum temperature data from 1901 to 2017 provided by data.gov.in is used as an example.
Table of Contents
What is pandas?
Running this example on Kaggle
Creating a DataFrame from Excel or CSV
Glancing at the data
Statistical overview of the data
Finding the hottest year
Visualizing annual minimum temperature over years
Visualizing temperatures rise and fall (Mean Temp - Months)
Finding hottest seasons (1901-2017)
Finding the most extreme year
Looking into abnormal winters
1. What is pandas?
It is a Python library for dat