In this post we will learn how to color scatter plots using another variable in the dataset in R with ggplot2. Scatter plots are extremely useful identify any trend between two quantitative variables. However, often you have additional variable in a data set and you might be interested in understanding its relationship. One way to… Continue reading How To Color Scatter Plot by Variable in R with ggplot2?
How To Color Boxplots By a Variable in R with ggplot2?
In this tutorial, we learn how to color boxplots in R by a variable. With ggplot2 in R, we can color boxplots in multiple ways. In this post, we will first see how to make a simple boxplot in R. And then we will learn how to fill the boxes on boxplot by a variable.… Continue reading How To Color Boxplots By a Variable in R with ggplot2?
How To Make Bubble plot with Altair in Python?
Bubble plot is a data visualization technique that shows bubbles i.e. circles on a two dimensional plot. Bubble plot is simply a scatter plot where we plot bubbles/circles instead of points in a scatter plot. Bubble chart is useful when you have three variables and the size of the bubbles show the third variable. In… Continue reading How To Make Bubble plot with Altair in Python?
Introduction to Color Palettes in R with RColorBrewer
Choosing colors for data visualization in R is hard—especially if you want charts that are clear, consistent, and inclusive. The RColorBrewer package (based on a href=”http://colorbrewer2.org/”>ColorBrewer2) gives you carefully designed sequential, diverging, and qualitative palettes that map well to how people perceive data. In this guide, you’ll learn when to use each palette type and… Continue reading Introduction to Color Palettes in R with RColorBrewer
How To Color a Scatter Plot by a Variable in Altair?
In this tutorial, we will learn how to color data points in a scatter plot by a variable using Altair in Python. Let us load Altair and Pandas. We will use gapminder data to make scatter plot first and color by a variable using Altair. To make a simple scatter plot with Altair we use… Continue reading How To Color a Scatter Plot by a Variable in Altair?