Create simple scatter plot python how to#

Because of this, many of the other visualization tools in Python are hard to use with DataFrames. Many other data visualization options for Python – Matplotlib in particular – were designed before Pandas DataFrames became popular data structures in Python. Second, Seaborn has been designed to work well with DataFrames. In particular, Seaborn has easy-to-use functions for creating plots like scatterplots, line charts, bar charts, box plots, etc. It’s not perfect, but it’s fairly easy to learn and use. The most important, is that the syntax is relatively simple. Seaborn has a few advantages over other visualization toolkits. To be fair, Seaborn is not quite as good as R’s ggplot2, but it’s still good. Seaborn is probably the best option for statistical data visualization in Python, as of 2019. Seaborn is one of the best options for data visualization in Python

I recommend it to most of my data science students. Python has a variety of data visualization packages, including Matplotlib, Matplotlib’s Pyplot, Bokeh, Altair, and many others.įrankly, there’s almost too many Python visualization packages to keep track of.Įven among a variety of options, Seaborn is one of the best. Specifically, Seaborn is a data visualization toolkit for Python. Seaborn is a package for the Python programming language. (If you already know about Seaborn and data visualization in Python, you can skip this section and go to the Intro to the Seaborn scatter plot.) Seaborn is a data visualization toolkit for Python Just in case you’re new to Seaborn, I want to give you a quick overview.

Introduction to scatterplots in Seabornīut, if you’re new to Seaborn or new to data science in Python, it would be best if you read the whole tutorial.

These links will take you to the appropriate section in the tutorial. If you need help with something specific, you can click on one of the links below.

Create simple scatter plot python how to#

It will also show you clear, step-by-step examples of how to create a scatter plot in Seaborn. It will explain the syntax of the sns.scatterplot function, including some important parameters. This tutorial will show you how to make a Seaborn scatter plot.