Questions tagged [ggplot2]
Advanced R visualisation and plotting package based on the grammar of graphics. ggplot2 is also available in Python via 'plotnine' which uses ggplot2 code
51
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1answer
77 views
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2answers
77 views
Grouping a set of genes in a ggplot object
I have a boolean matrix of mutated or non mutated genes across some samples
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-5
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1answer
59 views
How to visualise the proportion of clonal genes to sub clonal genes [duplicate]
I have a data frame
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1answer
66 views
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41 views
A box plot of qualitative variables
I have 2 groups of patients; responders to chemotherapy and non-responders
I have calculated cancer cell fraction (CCF) of a set of driver genes (by variant allele frequency) for each group and I ...
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1answer
45 views
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1answer
76 views
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46 views
Clustered column chart for single cell data
I want to create a column plot for my single cell analysis that has 2 sample types, a normal and PDAC. I want to show, the percentage of different cell types per sample type.
How do I go about ...
1
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1answer
270 views
Visualizing the difference among three groups
I have 3 data frames for three groups of patients and in each of them I have the number of mutation types like insertion, deletion, SNP and total of mutations for each patients. In each group I have ...
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2answers
261 views
Making a volcano plot look less cluttered
I have generated a volcano plot with a differential expression file.
Code for inputing file:
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1answer
58 views
Bar plot with error bars
I am trying to plot a box plot/stacked bar graph with error bars.
output of dput(DF)
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1answer
33 views
Dodged bar chart
I want to create a dodged barchart with different cell cycles for each cell type within each condition.
dput(DF_count)
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2
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1answer
449 views
Pulling out a certain gene in a volcano plot
I have generated a volcano plot with a differential expression file.
Code for inputing file:
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0
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1answer
484 views
stacked bargraph with error bars
I'm attempting to plot a stacked barplot with ggplot2 with this code:
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-1
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2answers
68 views
Making a boxplot or violinplot for several dataframe with different number of samples
I have 3 data frames for treatment of 3 different drugs and in each of them I have the number of mutation types like insertion, deletion, SNP and total of mutations for each patients. In each group I ...
0
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1answer
106 views
Stacked barplot for single cell analysis
I want to create a stacked bar-graph with different cell cycles for each cell type within each condition. I have uploaded the file for it. Don't know how to go about it as now I have another condition ...
0
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3answers
73 views
Boxplot of read length distributions from multiple samples
Newbie R user here. I want to create a plot with boxplots of read length distribution on the Y-axis, and samples on the X-axis -- like this image from doi: 10.1038/srep16498
However, I'm not sure ...
7
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1answer
102 views
Density plot, scale it to 0-1
Doubt regarding density plot what is the scale being plotted in the Y axis.Is it possible to scale it to 1?.
This is my code
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0answers
149 views
What means the negative sign on the colour scale when I use Seurat's DotPlot function to visualise gene expression in single cell rna seq data?
I wish to find out the meaning of the values on the average expression scale when one uses the Seurat DotPlot. If the scale represents the average expression per feature plotted per identity class, ...
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1answer
1k views
Seurat VlnPlot presenting expression of multiple genes in a single cluster
Seurat VlnPlots are most commonly used to visualize differences in any given gene expression across multiple clusters or cell types. For example:
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0answers
52 views
How to set equal distances between axes ticks irrespective of number of points I plot in a ggplot?
how can I set an equal distance between the ticks of axes in a ggplot irrespective of the number of items I plot?
For example I want to have the kind of plot below from Seurat's ...
0
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1answer
603 views
How do I increase the minimum dot size in Seurat's DotPlot function?
I want to use the DotPlot function from Seurat v3 to visualise the expression of some genes across clusters. However when the expression of a gene is zero or very low, the dot size is so small that it ...
0
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1answer
80 views
Customizing colors in geom_arc_bar (ggforce)
I am trying to plot scatter plot of pie charts using ggplot2 and ggforce.
Following is my code
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1answer
502 views
Changing the axis limits of ggplot objects
By EnhancedVolcano R package I have this plot with this code
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2
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1answer
635 views
Create a Grouped Barchart
I’m trying to create a Group Chart like this:
I have 7 classes for each of 4 species, not 5 like in the diagram. I want to build i diagram to show the distributions of the classes in each species
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2
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1answer
106 views
Multiple line chart
I am trying to create a multiple coloured line graph based on six lines.
Essentially I have data that identifies different units of vegetation by the variable” NDVI (vegetation index)” I want to ...
1
vote
1answer
283 views
Ternary plot in R
I have plotted a triangular plot,that three dimensions of which represent three herbal strategies. One dimension represents the strategy of C (competitive plant), the second dimension “S” (stress ...
1
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0answers
68 views
How can I correctly get 3D scatter plot for micro-array pheno data in R [updated]?
I intend to see data points distribution (each reows) within labeled groups (different batchs such as 1,2,3, and so on) in 3D scatter plot, because I want to see the distribution of the data points ...
2
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1answer
1k views
How do I add a colour annotation bar to the heatmap generated by DoHeatmap function of Seurat v2?
I am using Seurat v2 for professional reasons (I am aware of the availablity of Seurat v3). I am clustering and analysing single cell RNA seq data. How do I add a coloured annotation bar to the ...
1
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0answers
55 views
Missing lower IQR in boxplot [closed]
Im not able to figure it out why the lower quartile of the two data points missing.
Data
Code
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2
votes
1answer
462 views
Percentage distribution of cells in all clusters based on their treatment condition?
I have 2151 cells, I clustered them by Seurat to 5 clusters. With the code below, I am able to have the number of cells per cluster and per condition:
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3
votes
1answer
183 views
How do I prevent the FeatureHeatmap function from the Seurat package, from sorting my data groups in alphabetical order when plotting data?
How can I prevent a function from sorting my data groups (factors) in alphabetical order without affecting the integrity of the data? I am analysing single cell RNA sequencing data using Seurat 2.3.4. ...
3
votes
1answer
938 views
How to set the position of groups in a Seurat object on a FeatureHeatmap plot
I am analysing singe cell sequence data and I have followed this tutorial, https://satijalab.org/seurat/pbmc3k_tutorial.html to perform QC and various differential analyses using the Seurat package on ...
3
votes
2answers
2k views
Separate boxplots for multiple violin plot
I am using the following function from seurat package to generate multiple violon plots and I am interested in adding box plots to them but it doesn't work when I have plotted different data at once.
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4
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1answer
474 views
How to plot p-values in a circular barplot?
Im trying to plot reactome pathway in for of circular bar plot using ggplot2
my data
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2
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0answers
93 views
How to plot gene mutation frequencey in terms of percnatge alteration in samples?
I'm taking data from cbioportal of gene and their mutation frequency with percentage which I'm trying to categorize with various sub class.
The issue I'm facing is I have to plot it in mutation ...
2
votes
1answer
146 views
Question about the dots on Quartile groups in boxplot
I have Microarray Normalized Expression data for a specific Gene. It looks like below in a dataframe B
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3
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2answers
606 views
Changing a wide range of colours to a limited gradient
I returned a FeaturePlot from Seurat to ggplot. My plot has a weird range of colours as below
I produced this plot by this code
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1
vote
0answers
243 views
How to create a dendrogram of clusters and reconstruct phylogenetic relationship
I'm working with a Daphnia data set looking at the 16s gene pulled from the BOLD database. So far I did
a multiple sequence alignment and
attempted to cluster and plot a dendrogram:
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1
vote
1answer
45 views
Error in annotating row names as data points in a PCA plot
I made a PCA plot and was trying to plot the eigenvenctors in R so that each data point is actually the sample name. All the samples are in column 1. The following are the R commands I am using:
<...
4
votes
1answer
195 views
Plot to show the expression of genes between tumor and normal
I have RNA-seq raw counts data for 50 samples. 20 Normal and 30 tumor. After differential analysis I got 30 DEGs. I want to make a violin plot showing the expression of each gene. I transformed counts ...
1
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0answers
79 views
Ordering the cells by the expression of specific genes
I have 209 cells. I want to show the expression of two genes by ordering my cells. Imagine something like a plot on which y axis shows the read counts range from 0 to 10000 and x axis shows the number ...
2
votes
2answers
1k views
Which data is being used for violin plot?
Sorry I just got totally confused conceptually.
If this is my raw count data
Likely, Seurat divides each value by sum of the column afterward times by 10000.
which gives so
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3
votes
3answers
4k views
Mapping a list of cells in seurat featureplot
I have 209 cells, I clustered them by Seurat to 4 clusters. By Featureplot I am able to track a gene in clusters:
Higher color shows higher expression.
Now, for some genes I want to highlight some ...
2
votes
0answers
703 views
Plotting gene models - alternatives to ggbio
I am curious how people make genome track plots such as what can be done with the Bioconductor package ggbio.
For example this plot was made w/ ggbio:
I think ...
4
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1answer
542 views
6
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1answer
3k views
FeaturePlot from Seurat: change its title
FeaturePlot is a function in Seurat package.
And in the vignette it is written that if we specify parameter do.return = TRUE it ...
0
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1answer
271 views
1
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1answer
268 views
Histogram of different classes of variables in one column [closed]
I have a basic ggplot2 R question. I have a dataframe in which data looks like this:
AA 4
AA 6
BB 6
AB 5
BA 4
AA 3
NN 2
AN 6
NN 5
AN 4
NA 3
BB 6
BN 5
NB 1
BN 7
...
