Boxplots are a great way to visualize multiple distributions using summary statistics. Boxplot shows five summary statistics; the minimum, the maximum, the median, and the first and third quartiles of the data. Sometimes, you might want to add other statistical summary values on … [Read more...] about How To Show Mean Value in Boxplots with ggplot2?
How to Connect Data Points on Boxplot with Lines?
Boxplots with data points are great way to visualize the summary information between distributions and also look at the actual data points. Sometimes, when making boxplot with paired data points, it is also useful to connect the paired data points with lines. Adding lines to … [Read more...] about How to Connect Data Points on Boxplot with Lines?
How to Annotate Bars in Grouped Barplot in Python?
In this post we will learn examples of adding text, annotating bars in grouped barplot using matplotlib. We will first see how to make grouped barplots using Seaborn's barplot() function and then use Matplotlib to add annotations to the grouped bars. The way to add annotation … [Read more...] about How to Annotate Bars in Grouped Barplot in Python?
How to Make ECDF Plot with ggplot2 in R?
ECDF plot, a short for Empirical Cumulative Distribution Function Plot, is a great way to visualize one or more distributions. ECDF plot is a great alternative for histograms, as it does not suffer from the need of tuning parameter (bin size in histogram is a tuning parameter) … [Read more...] about How to Make ECDF Plot with ggplot2 in R?
ggpointdensity plot: A ggplot extension combining scatter plot with density plot
Scatterplots are great for visualizing relationship between two quantitative variables. However, it suffers from overplotting when the number of data points is large. Another solution is plot the density instead of actjual points. However, sometimes you might want to see the … [Read more...] about ggpointdensity plot: A ggplot extension combining scatter plot with density plot