gganimate | A Grammar of Animated Graphics | Data Visualization library
kandi X-RAY | gganimate Summary
kandi X-RAY | gganimate Summary
gganimate extends the grammar of graphics as implemented by ggplot2 to include the description of animation. It does this by providing a range of new grammar classes that can be added to the plot object in order to customise how it should change with time.
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QUESTION
I'm aiming to reproduce an animated figure by Ed Hawkins on climate change in R
with gganimate
. The figure is called climate spiral. While a static ggplot
figure shows the correct order of lines by year (the most recent data on top), the animated plot with transition_reveal()
results in a wrong order of the lines.
Here is a reproducible example code with synthetic data:
...ANSWER
Answered 2022-Mar-24 at 04:25This isn't the answer per se. This is the why. You'll have to tell me what you prefer given this information for me to give you a solution.
I tried a few things—each of which I was just sure would work but did not. So, I wanted to see what was happening in ggplot
. My hunch proved correct. Your data is in order of value_yr
in the png
, not year
.
I repeat this question at the end:
Either you can put the animation in order of
value_yr
or you can put the color inggplot
in order by year. Which would you prefer?
How do I know? I extracted the assigned colors in the object.
QUESTION
I am creating an animation with gganimate
but I need to show the date on title. My data df
(dput()
included at the end) is small and the animation works fine when I do not show the title with date but I need to include it. Here is the code I used:
ANSWER
Answered 2022-Mar-16 at 14:39You should use frame_along
in the title to display. You can use this code:
QUESTION
I have a plot with several hundred lines. I would like these lines to appear over time; first slowly, to have the time to explain what's going on to the audience; then faster and faster.
The minimal example below gives an example of how the animation currently looks. What I want is that the first frame has a few seconds, the second is roughly half as long, the third another half of that, etc. Essentially, the duration should get exponentially smaller.
However, I cannot figure out how to change the duration. I thought that the option ease_aes()
should do it as it allows functions such as exponential_in
. Using this option though seems to change nothing for me.
I also found an SO post that slows one particular frame down, so I thought I should be able to apply this code to my use case. Again though, the transition duration looks identical across frames. (Note that the last example has the issue that the prior line disappears, which is also not want I want; it's just to illustrate though that the durations don't change).
What am I missing?
...ANSWER
Answered 2022-Feb-13 at 14:04Just create a time
column with an exponentially falling gap between successive times, and reveal according to that.
QUESTION
I'm trying to create an animation where an object is drawn whilst gradually changing its colour. For illustrative purposes assume that the object I want to draw is a circle.
What I have so far
I create a dataset that contains the coordinates of my circle, a time
variable and a alpha
variable for gradually changing the colour:
ANSWER
Answered 2022-Feb-05 at 16:09There may be an easier way to do this, but with a bit of data manipulation you can do it via transition_states
:
QUESTION
I want to make a plot animate. I need that the points appear and disappear, but only make that the movements of points.
...ANSWER
Answered 2022-Jan-27 at 03:46If you don't want to animate by rows or by variable, just all at once, you can use any of the enter
states and transition_layers
. It won't show the final transition, but it will only animate the entrance. I added enter_fade()
so you would see the entrance.
QUESTION
I'm currently following this tutorial to learn to create animated plots using the gganimate
library.
However I'm already struggling with the first animation. While the animation itself works, its resolution is downscaled as compared to the example on the website. Resizing the 'Viewer' in RStudio does not change the dimensions/resolution. Plotting the image without animation (plot(p)
) creates a plot in 'Plots' that has the same dimensions and resolution as the one from the website. Do I need to adjust some settings for the Viewer? I'm working on Windows 10, RStudio Version 1.4.1717, R Version 4.1.1.
The animation from my viewer:
Appearance of the same animated plot from the website:
Code from the website to create the above animated plot:
...ANSWER
Answered 2022-Jan-26 at 12:00I guess those plots shown in the gganimate article were created on a Linux platform. gganimate
by default uses the 'png' device for rendering the single frames.
png()
on windows however by default uses the Windows GDI which is not available on Linux (cairographics is used). This is (probably) why the results differ.
Please see my related answers here and here.
To get (more or less) the same output on Windows you can do something like this:
QUESTION
I have been trying to implement ''the Visualisation of the 2014 Ebola outbreak in Sierra Leone'' using ggplot2 and gganimate as described in the Article available at https://aberdeenstudygroup.github.io/studyGroup/lessons/Visualising%20Spatial%20Data/Visualising_Spatial_Data_in_R/ using the shp files available at https://data.humdata.org/dataset/a4816317-a913-4619-b1e9-d89e21c056b4 and the dataset available at https://github.com/AberdeenStudyGroup/SG-T14_ggmap_gganimate/blob/master/SG-T14-data/ebola.csv (just for simplicity to follow).
My challenge is in the second plot (ebola_plot_sub) which is obtained by combining the ebola dataset and the shp information by using the below codes as described in the article. The plot I'm getting has a lot of lines crossing each other different from what is presented in the original writing, (ie. totally distorting country map margins).
(Note: the animation part for the entire dataset is a bit tricky because of the changes in the package but can forget about it for know).
...ANSWER
Answered 2022-Jan-12 at 10:31You should strive to provide all data and code so the example is completely stand alone. In your example, it's not clear how the SL.df
object is being created so there's a risk that what follows will be a waste of time.
I've assumed you're using the sf
package and I've found a suitable shape file that can be easily downloaded. I've also given a link to the ebola.csv
file. Hopefully this will give you enough to go on.
QUESTION
I am trying to make a ggplot with facet_wrap and for some reason some subplots don't display and appear blank some of the time.
...ANSWER
Answered 2022-Jan-04 at 04:56For anyone that might find this in the future, I think ggplotly isn't powerful enough to manage calculating so many plots + the frequencies for each overall - age - league, so I had to calculate it beforehand.
QUESTION
I'm using RStudio with the {gganimate}
package in a restricted research environment (a Windows 10 VM with several modifications) to create animated graphs in .gif
and .mp4
formats - when they are rendered within RStudio they display fine, but if I save the files using anim_save()
I can't open the resulting files in either the provided Windows Image Viewer or web browser (or the media player in case of .mp4
) - it always says the file is broken or cannot be displayed.
There is a lengthy process involved in exporting these files out of the restricted environment, so I'd like to check if they are actually broken, or just cannot be displayed in this particular OS for whatever reason. Can RStudio open/display .gif
files or videos? Note: I know how to display an animation using print()
/plot()
methods - this is about opening/displaying an external animated file after it's been exported.
Example code to generate animated plot and save as .gif
/.mp4
below:
ANSWER
Answered 2021-Dec-13 at 13:11I corrected your code a little, now it works right.
QUESTION
I'm trying to show the growth of COVID cases in New York state
This code gets the plot I want but without the animation or aspect of time.
Full error:
...Error in insert_points(polygon$x, polygon$y, splits, n):
Not compatible with requested type: [type=NULL; target=double].
ANSWER
Answered 2021-Nov-30 at 12:11You need to tell {gganimate} what polygons to transition to one another. It won't be able to guess that for you. In other words, you need to add a group identifier to each transition state (meaning each county by date).
I filtered to only one state because the reprex on the entire data kept crashing. I have transformed to a log scale for your counts, in order to represent the data range better. (there are a few negative values, therefore the warning)
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