How to Add Outline/Edge Color to Histogram in Seaborn?

Histogram with edge line: Seaborn

In this tutorial, we will see an example of adding edge color/edge line to histograms made with Seaborn. Let us load the packages needed to make histogram with outlines using Seaborn. We will use Seattle weather data from vega_datasets to make histograms. Let us first make a histogram with Seaborn’s distplot. By default, distplot() fills… Continue reading How to Add Outline/Edge Color to Histogram in Seaborn?

Coloring Barplots with ggplot2 in R

Coloring Barplots by a Variable with ggplot2

In this tutorial, we will see examples of making barplots and coloring the barplots in a few simple ways. We will see how to color barplots manually by specifying a color of interest and how to color a barplot by another variable in the dataset. Let us load tidyverse suite of packages and set the… Continue reading Coloring Barplots with ggplot2 in R

Histograms with Seaborn in Python

Change Histogram Color with Seaborn

Histograms are a type of barchart, that visualizes how a quantitative variable is distributed. With the right histogram we can quickly learn about the variable. For example, we can learn what is the most common value, what is the minimum and maximum and what is the spread of the variable by looking at the histogram.… Continue reading Histograms with Seaborn in Python

How to Make Horizontal Stacked Barplots with ggplot2 in R?

Stacked Barplots Side By Side with ggplot2 in R

Stacked barcharts are a variant of barplots, when you have data from multiple groups. In this tutorial, we will see two examples of making stacked barplots using ggplt2 in R. First we will see how to make stacked barplot of two groups with one on top of the other. In the second example we will… Continue reading How to Make Horizontal Stacked Barplots with ggplot2 in R?

Heatmap from Matrix using ggplot2 in R

Heatmap from Matrix with ggplot2

Heatmaps are data visualization tool that displays a matrix of data as a matrix of colors. For example, matrix elements with low values will have lighter colors and the elelments with high values will have a darker color. In earlier post we saw examples of making heatmap using ggplot2 in R. However, we assumed that… Continue reading Heatmap from Matrix using ggplot2 in R

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