Exploratory Data Analysis Tutorial in Python

The best way to understand your data is by taking the time to explore it.

Introduction

One of the most important skills that every Data Scientist must master is the ability to explore data properly. Thorough exploratory data analysis (EDA) is essential in order to ensure the integrity of your gathered data and performed analysis. The example used in this tutorial is an exploratory analysis of historical SAT and ACT data to compare participation and performance between SAT and ACT…