9 pandas visualizations techniques for effective data analysis

9 pandas visualizations techniques for effective data analysis

Learn how to use line graphs, scatter plots, histograms, boxplots, and a few other visualization techniques using pandas library only

Introduction

In this article, I would like to present you with nine different visualization techniques that will help you analyze any data set. Most of these techniques require just one line of code. We all love simplicity, don’t we?

You will learn how to use:

line plot,
scatter plot,
area plot,
bar chart,
piechart,
histogram,
kernel density function,
boxplot,
and scatter matrix plot.

We will discuss all of the above visualization techniques, explore different ways of using them, and learn how to customize them to suit a data set.

Let’s get started.