ggtree | : christmas_tree : Visualization and annotation | Data Visualization library
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QUESTION
I'm interested in adding grouping labels above my ggplot bar charts. This feature exists for data visualizations such as phylogenetic trees (in ggtree), but I haven't found a way to do it in ggplot.
I've tried toying around with geom_text, and geom_label, but I haven't had success yet. Perhaps there's another package that enables this functionality? I've attached some example code that should be fully reproducible. I'd like the rating variable to go over the bars of the continents listed (spanning multiple continents).
Any help is greatly appreciated! Thank you!
P.S. pardon all the comments - I was writing a teaching tutorial.
...ANSWER
Answered 2022-Mar-29 at 18:32One approach to achieve your desired result would be via geom_segment
. To this end I first prepare a dataset containing the start and end positions of the segments to be put on top of the bars by rating group. Basically this involves converting the discrete locations to numerics.
Afterwards it's pretty straightforward to add the segments and the labels.
QUESTION
I need to plot a nice tree for a project. The problem is that I have to use a specific function to create the tree that creates a tree datatype and all the functions used to plot trees in a nice way (ggtree, rpart.plot) require other types of object. Could you please help me to change the object data type of the tree or suggest me other functions to plot them?
I have to plot prune.result
. I cannot use other functions to create and prune the tree.
(I know I can use the simply plot
function but I use the ggplot package in all the project so I would like something similar to that).
Thank you in advance
...ANSWER
Answered 2022-Mar-28 at 22:37If you need to work with tree objects produced by the tree
package, but you want ggplot output, you should check out ggdendro
Here's a full reprex based on your example:
QUESTION
Given a tree with tip labels colored by a group eg:
...ANSWER
Answered 2021-Dec-06 at 00:31I'm not sure if there's a clever way to do this, but a potential workaround is to change the label to the unicode 'square' character, e.g.
QUESTION
I'm using the phenogram() function in the R package phytools to plot a phylogeny along axes of relative time (x) and phenotype, in this case mean annual temperature (y). It shows up in the plot window, but it doesn't seem to exist as a plot object that I can save externally as an image with ggsave.
Here is the main code and plot. I can provide a minimum reproducible example if necessary, but it's a lot of code, so I'm hoping this is perhaps a very easy and obvious thing to fix.
...ANSWER
Answered 2021-Dec-02 at 19:57If anyone comes across this, I figured it out with help from Dr. Revell, the creator of phytools. It turns out, having worked almost exclusively in ggplot2, I do not really know how to use png() properly!
This is how it should go:
QUESTION
I am working with DNA sequence data in fasta files, and have to work only in R for this project. I do some manipulations using the seqinr package (selecting a subset of sequences, altering the fasta headers etc). For the next stage in the analysis I want to do a multiple sequence alignment, and have used the msa R package. I can get msa working if I import a fasta file, but I'm struggling to move directly within R from the seqinr list object to the Biostrings DNAStringSet object that I have used as input for msa.
Example data - Assume that fasta_file.fasta is a fasta file with contents as follows:
...ANSWER
Answered 2021-Oct-23 at 19:13Another option is to process your sequences in Biostrings, instead of seqinr. Nonetheless, I think this does the trick
QUESTION
I am trying to visualize my ggtree and I seem to be stuck on the last final step; repositioning the tree labels from horizontal to verticle so that they do not overlap. If I change the geom = "text" on the geom_tiplab function, I get what I want but my labels are no longer coloured. Datasets here and here
Here is the code for reproducibility; Please help
...ANSWER
Answered 2021-Oct-22 at 00:56I noticed you wrote you wanted colored labels, but you have fill
, which isn't doing anything here. You declared color = 'black'
, as well.
Sorry if I miss the mark! I am applying my best guess as to what you wanted to see.
There are four things I did to make this happen:
-
- In
geom_tiplab()
, I changedfill = phylum
tocolor = phylum
.
- In
-
- In
geom_tiplab()
, I commented outcolor = 'black'
.
- In
-
- In
geom_tiplab()
, I commented outlabel.size = 0
.
- In
-
- In
geom_tiplab()
, I changedgeom = "label"
togeom = "text"
.
- In
Is this what you wanted? (You will have to adjust the plotted limits to get all of the text into the visual.) This is geom = "text"
. When you use labels, it automatically rotates the values to show horizontally.
QUESTION
I have data such as:
...ANSWER
Answered 2021-Oct-18 at 18:38The input is an edge list so we can convert that to an igraph object and then plot it using the indicated layout. lay is a two column matrix givin gthe coordinates of the vertices and the matrix multiplication involving lay negates its second column thereby flipping it.
QUESTION
I would like to set x axis on a heatmap ggtree.
This is my code
...ANSWER
Answered 2021-Aug-25 at 16:38Updated
I already solved the case by using the function scale_x_continous
like this
scale_x_continuous(breaks = seq(-80,0,20), labels = abs(seq(-80,0,20)))
For anyone interested in geological timescale in R, I suggest to use the package deeptime
QUESTION
I have a phylogenetic tree made by a Newick file.
...ANSWER
Answered 2021-Aug-06 at 12:58You can try using geom_text2
to add the branch length information.
QUESTION
I have been trying to use the ifelse function (similar to ternary operators in other languages) in R to evaluate an expression that if done correctly, will save me the need to generate many if/else statements. My code is below:
...ANSWER
Answered 2021-May-10 at 00:28ifelse
requires all arguments to be of same length
and NULL
have a length of 0.
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