ggstatsplot | Enhancing { ggplot2 } plots with statistical analysis 📊📣 | Data Visualization library
kandi X-RAY | ggstatsplot Summary
kandi X-RAY | ggstatsplot Summary
“What is to be sought in designs for the display of information is the clear portrayal of complexity. Not the complication of the simple; rather … the revelation of the complex.” - Edward R. Tufte. {ggstatsplot} is an extension of {ggplot2} package for creating graphics with details from statistical tests included in the information-rich plots themselves. In a typical exploratory data analysis workflow, data visualization and statistical modeling are two different phases: visualization informs modeling, and modeling in its turn can suggest a different visualization method, and so on and so forth. The central idea of {ggstatsplot} is simple: combine these two phases into one in the form of graphics with statistical details, which makes data exploration simpler and faster.
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ggstatsplot Key Features
ggstatsplot Examples and Code Snippets
Community Discussions
Trending Discussions on ggstatsplot
QUESTION
I'm trying plotting some graphs via the following loop:
...ANSWER
Answered 2021-Oct-12 at 12:17The code has been smartly written to work if you pass bare column names.
QUESTION
How can I increase the font size of the mean in the plot when using ggstatsplot? ggbetweenstats in particular?
I can change the font size for everything using the code below, except the mean in the actual plot.
...ANSWER
Answered 2021-Aug-03 at 16:15You could set the font size and style the labels via centrality.label.args:
QUESTION
I use the example from the site, but I want to remove the points so that only the connection of the medians remains.
My code.
...ANSWER
Answered 2021-Jun-14 at 11:31ggstatsplot won't directly allow you to remove them, but you can use some workarounds:
QUESTION
I have the code that I took from the example:
...ANSWER
Answered 2021-Jun-10 at 11:08There is an issue on ggstatsplot's GitHub repo that answers this very question:
https://github.com/IndrajeetPatil/ggstatsplot/issues/605
QUESTION
What are your preferred techniques for combining a table with a plot in one image using R? I remember using tableGrob() and either patchwork or cowplot months ago but cannot remember the details.
This example uses the ggstatsplot package. I would like to add the correlation coefficients to the correlogram (correlation plot).
...ANSWER
Answered 2021-Jun-07 at 18:49The key elemnent is tableGrob() from gridExtra package!
We could use grid.arrange().
For the table use tableGrob() to create a table like the plot of a data frame. Then you can use it with grid.arrange() function.
QUESTION
In the example below I get following error many times printed when switching back and forth between radio buttons iris and About-
...ANSWER
Answered 2021-Jun-02 at 13:20The error was coming from the esquisse package unfortunately (https://github.com/dreamRs/esquisse/issues/164). It has been resolved now by the developer.
And second part of my question was answered by @bretauv. Thank you again!
QUESTION
I am executing the code below in R to build a pie chart:
...ANSWER
Answered 2021-Apr-24 at 00:12MrFlick comments above helped nailing down the issue - Thanks. Changing "main" to "x" in the ggstatsplot::ggpiestats call fixed the problem.
QUESTION
I am trying to install the r package ggstatsplot but having an issue with a package called Rmpfr.
...ANSWER
Answered 2021-Apr-13 at 16:29You need to install the mpfr library on your Mac to get the missing mpfr.h header required to compile Rmpfr. The easiest way to install mpfr is via homebrew with the following command.
QUESTION
From the documentation of ggstatsplot package,
I tried to rearrange the x variable in the custom order as Wine B, Wine A and Wine C, instead of default order.
Problem is that the ggline (another layer of ggplot) connecting the means, doesn't arranged in the given order.
ANSWER
Answered 2021-Mar-30 at 08:08Reorder the factor in your dataset rather than reordering the ticks on the axis:
QUESTION
Related to a previous question, I want to add some random noise to every value in a column in dplyr. However, when I tried the below code I get identical values back. I understand why this is happening (dplyr generate the random number and then uses that very same number to add to every single value). Is there any way to prevent this?
...ANSWER
Answered 2020-Dec-21 at 18:46Found my own answer. Adding rowwise() evaluates each row individually and thus gives a new random number.
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