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
How To Manually Specify Palette Colors in Seaborn
When we make a plot with Seaborn, say a scatterplot using Seaborn's scatterplot and color the groups of the data using a grouping variable, Seaborn chooses suitable colors automatically. Sometimes you might like to change the default colors to colors of your choice. In this … [Read more...] about How To Manually Specify Palette Colors in Seaborn
How to Customize Titles in Multi-Panel plots with Seaborn?
Multi-panel plots or small multiples are a great way visualize the relationship between two variables with respect ot the values of other variables. Seaborn offers a few different ways to make a multi-panel plots, with FacetGrid is the class behind multi-panel plots in … [Read more...] about How to Customize Titles in Multi-Panel plots with Seaborn?
Pandas Bootstrap_plot(): Understand uncertainty
One of the key parts of data analysis is to use summary statistics to understand the trend in the data. Understanding the variability in such summary statistics can be extremely useful to put weight on such summary statistics. Bootstrapping, resampling data with replacement is an … [Read more...] about Pandas Bootstrap_plot(): Understand uncertainty
How to Make Grouped/Stacked Barplot in R?
When you have dataset with two categorical variables and one quantitative variable, a grouped barplot is a great way to see the relationship among the variable. In a simple barplot, we have categorical variable on x-axis and have bars showing the numerical value of the … [Read more...] about How to Make Grouped/Stacked Barplot in R?