How To Get the Default Color Codes of ggplot2?

ggplot2 adds colors to its plot automatically. Sometimes you might want to get the list of colors (color codes) that ggplot2 uses. In this post, we will learn how to get the color codes that ggplot2 uses by default in a plot. We will use scales package in tidyverse to get the colors for different… Continue reading How To Get the Default Color Codes of ggplot2?

How To Manually Specify Colors for Barplot in ggplot2?

Manually specified colors in barplot R

One of the great things about making plots with ggplot2 is that it offers a number of ways to add colors to the plots. We can use ggplot2’s default options for adding colors to plots. However, sometimes one might want to manually specify colors to a plot. There are a few ways to manually specify… Continue reading How To Manually Specify Colors for Barplot in ggplot2?

How To Make Scatterplot with Marginal Histograms in R?

Scatterplot with marginal multi-histogram with ggExtra

In this post, we will learn how to make a scatterplot with marginal histograms in R. We will use ggExtra, one of the ggplot2 extension packages to make scatterplot with marginal histogram. First, we will add simple marginal histograms to a scatterplot made with ggplot2. Next, we we will show how to color the histogram… Continue reading How To Make Scatterplot with Marginal Histograms in R?

A mistake to Avoid while making boxplot with datapoints in ggplot2

Boxplots with Jittered Data points with outlier shape

Making a boxplot with data points on top of the boxplot is a great way to show distributions of multiple groups. A big advantage is that one can see the raw data and the summary stats of distributions using boxplot with data points. ggplot2 in R makes it easy to make boxplots and add data… Continue reading A mistake to Avoid while making boxplot with datapoints in ggplot2

How to Make Time-Series Plot with Rolling Mean in R?

Time Series Plot with rolling mean

In this post we will learn how to make a time-series plot with a rolling mean using R. Often time-series data fluctuate a lot in short-term and such fluctuations can make it difficult to see the overall pattern in the plot. A solution is to smooth-out the short term fluctuations by computing rolling mean or… Continue reading How to Make Time-Series Plot with Rolling Mean in R?

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