ggforce | Accelerating ggplot2 | Data Visualization library
kandi X-RAY | ggforce Summary
kandi X-RAY | ggforce Summary
ggforce is a package aimed at providing missing functionality to ggplot2 through the extension system introduced with ggplot2 v2.0.0. Broadly speaking ggplot2 has been aimed primarily at explorative data visualization in order to investigate the data at hand, and less at providing utilities for composing custom plots a la D3.js. ggforce is mainly an attempt to address these “shortcoming” (design choices might be a better description). The goal is to provide a repository of geoms, stats, etc. that are as well documented and implemented as the official ones found in ggplot2.
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Trending Discussions on ggforce
QUESTION
I have tried adding a label to one set of points (lnrmssd) on my ggplot chart, but when I used the geom_text_repel function the graph will not appear. If I remove it the graph appears as it should. I have tried a few different variations from tutiorals but each time I have had the same result.
Here is the line of code giving me issues:
...ANSWER
Answered 2022-Mar-17 at 13:11You haven't mapped the x variable to geom_text_repel
. Since all of your layers have the same x mapping, you should include them in the initial ggplot
call to avoid repetition. Same with the data argument:
QUESTION
I study extinctions of species (=y) across decades of the 19th century (=x). I am plotting a smoothed spline, which shows a cumulative value of extinct species, across a set of several bars which show the absolute value per decade. Now, the smoothed spline ends at the center of the last bar as the value occurs at the center of the X-postion. As this is visually unpleasant, I would like to extend the spline so that it continues to border of the plot.
I tried the position
argument but dodge does not help. The geom_bspline
function does not seem to offer a solution either (e.g. type="open" does not help).
So I am looking for a solution that allows to extend the geom_bspline from the ggforce package (or a similar solution).
Below I added the plot and the code example for the plot.
...ANSWER
Answered 2022-Mar-11 at 15:32A spline has to interpolate between knots and can't extrapolate unless you extrapolate the end knots, so the easiest way to do what you want is to create a copy of your data frame and add an extra row with an extra time measurement at, say x = 11.5 or x = 11.7 (wherever you feel "looks right"), but with the same y2
value:
QUESTION
I have several data frames that I want to plot on the same graph. However, I would like to circle or enclose points (something similar to ggforce::geom_mark_ellipse()
but any solution will do) that have the same row index. For example, if I have some data and make a plot like below:
ANSWER
Answered 2022-Mar-09 at 18:59To draw the circles around groups of points, one way would be to use the geom_encircle()
function from the ggalt
package. Documentation link here..
In order to implement that without some complicated plot code, you'll want to group your data frames together. I'm going to assume you want to keep the colors of the points as you have. The colors are mapped to the name for each dataframe, whereas you wanted the circles to be drawn based on the row position in each dataframe. The most direct way to do this in my mind is to: (1) add a column to each dataset that uses the rownames()
function to designate the row of origin, and (2) combine the dataframes together, preserving the name for each dataframe.
Here's how I'm adding the row naming column. This works best if you had a lot of data frames:
QUESTION
I am looking at biological data of guinea pig with 2 treatment groups (hifat or no hifat diet) and when I facet_wrap the boxplots and add the stat_compare_means (t.test) function, the p-value is cut off. When I remove the scales="free", it still cuts off the p-value. I used the function to move the wording but since all graphs have different scales a fixed value for instance at y=1 would force all the axes to be the same. Would love any guidance.
...ANSWER
Answered 2022-Mar-09 at 00:22Thank you for editing your question to add an example dataset! Here is a potential solution:
QUESTION
For the follow data df
and plot, I hope to smooth the line, especially for the sharp corners parts marked by the blue rectangles in the figure below:
ANSWER
Answered 2022-Mar-02 at 03:03Here's an alternative using stat_smooth()
with geom = "area"
instead of geom_xspline()
, and using coord_cartesian
to set plot limits:
QUESTION
I have the following example:
...ANSWER
Answered 2022-Feb-18 at 14:41Are you looking for aes.flow = "backward"
?
QUESTION
Problem:
I have a large amount of data I am trying visualize for my users. This may be several hundred plots. In the app currently I am making ggplot2 small multiples using facet_wrap and that's working pretty well up to around 100 plots. However, I want the user to be able to export all of the plots as a record of what they have done and also to be able to visualize all of the plots, not just the first 100. I'm not too worried how it's formatted (ie as a ggforce::facet_wrap_paginate() or as completely separate plots as below).
I have tried several approaches I found on stack-overflow but nothing seems to be working
The following code works if I try and export the plots in R but I can't get the download in shiny to work.
...ANSWER
Answered 2022-Jan-12 at 14:40Instead of calling the pdf
function, you can use ggsave
function. It will save the output in the desired format with parameters like width
, height
, dpi
, and units
.
You can find the documentation here.
The code will look like this:
QUESTION
I want to create a hexagon that surrounds the plot created from the following code:
...ANSWER
Answered 2022-Jan-11 at 13:37One option would be to add a polygon via annotation_custom
which requires to set clip="off"
and to increase the plot margins. A drawback is that the last step involves some fiddling to get the right values for the margins:
QUESTION
How can I modify the multiplot function to fit graphs that use coord_fixed()
without white space between columns in Shiny plotOutput?
This is a small reproducible shiny app with the problem:
...ANSWER
Answered 2022-Jan-06 at 04:03With coord_fixed
we are fixing the aspect ratio to 1 by default. To make the spacing between columns the dimensions of the plot need to change. I added two sliders to control the height and width. I don't know a formula to make this happen automatically without the user manual intervention though. For example, for two columns and 3 plots, making the width twice the hight works.
App:
QUESTION
I'm trying to format my datatable output. I want to make some changes to the table format (e.g, hide the row names) and hide columns (e.g., hide gears and carb, which I use to filter the datatable). I've read through this response before, but can't seem to get it to work. Does anyone have any suggestions for me?
I've prepared reproducible code below. In a nutshell, I'm using the mtcars dataset (my actual dataset is longer). Users can set filters, and the table output will update accordingly. It's this part of the code (under server) that isn't working:
...ANSWER
Answered 2022-Jan-01 at 21:07We can use
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