If you've ever stared at a column of numbers in a dataset and struggled to understand its underlying story, you're not alone. While many libraries can create plots quickly, true mastery of Python visualization comes from understanding Matplotlib—the foundational engine that gives … [Read more...] about How To Make Histograms with Matplotlib in Python?
Matplotlib
How To Add Dollar Sign on Axis Ticks in Matplotlib
In this tutorial, we will see examples of how to add dollar sign on axis ticks while making plots with Matplotlib in Python. While making plots to understand the relationship between currency like US dollars and other variables, it is better to show the Dollar symbol/sign on the … [Read more...] about How To Add Dollar Sign on Axis Ticks in Matplotlib
Connect Paired Data Points in a Scatter Plot in Python (Step-by-Step Guide)
Want to connect paired data points in a scatter plot using Matplotlib? This step-by-step tutorial shows you how to draw lines between paired observations so you can easily visualize before–after comparisons, longitudinal changes, and repeated-measures data. We cover four … [Read more...] about Connect Paired Data Points in a Scatter Plot in Python (Step-by-Step Guide)
How to Add Legend to Scatterplot Colored by a Variable with Matplotlib in Python
Matplotlib, one of the powerful Python graphics library, has many way to add colors to a scatter plot and specify legend. Earlier we saw a tutorial, how to add colors to data points in a scatter plot made with Matplotlib's scatter() function. In this tutorial, we will learn how … [Read more...] about How to Add Legend to Scatterplot Colored by a Variable with Matplotlib in Python
How to Combine Two Seaborn plots with Shared y-axis
In this tutorial, we will see how to join or combine two plots with shared y-axis. As an example, we will make a scatterplot and join with with marginal density plot of the y-axis variable matching the variable colors. Thanks to Seaborn's creator Michael Waskom's wonderful tip on … [Read more...] about How to Combine Two Seaborn plots with Shared y-axis