#gene_expression
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jbengler.de
This is how you can generate multipage PDFs in #tidyplots 🐣

#rstats #dataviz #phd
library(tidyplots) gene_expression |> tidyplot(x = group, y = expression, color = group) |> add_mean_bar(alpha = 0.3) |> add_sem_errorbar() |> add_data_points_beeswarm() |> split_plot(by = external_gene_name, ncol = 3, nrow = 4) |> save_plot("my_genes.pdf")
April 20, 2025 at 7:06 AM
jbengler.de
This is how you can split a plot into multiple subplots using #tidyplots 🚀

#rstats #dataviz #phd
library(tidyplots) gene_expression |> head(n = 180) |> tidyplot(x = group, y = expression, color = group) |> add_mean_bar(alpha = 0.3) |> add_sem_errorbar() |> add_data_points_beeswarm() |> split_plot(by = external_gene_name, ncol = 3, nrow = 3)
April 19, 2025 at 6:27 AM
jbengler.de
This is how you can generate multiple PDF files at once in #tidyplots 🚀

#rstats #dataviz #phd
library(tidyplots) gene_expression |> tidyplot(x = group, y = expression, color = group) |> add_violin() |> add_data_points_beeswarm(white_border = TRUE) |> split_plot(by = external_gene_name, ncol = 1, nrow = 1) |> save_plot("my_genes.pdf", multiple_files = TRUE)
August 2, 2025 at 6:04 PM
jbengler.de
This is how you can generate multipage PDFs in #tidyplots 🚀

#rstats #dataviz #phd
library(tidyplots) gene_expression |> tidyplot(x = group, y = expression, color = group) |> add_mean_bar(alpha = 0.3) |> add_sem_errorbar() |> add_data_points_beeswarm() |> split_plot(by = external_gene_name, ncol = 3, nrow = 4) |> save_plot("my_genes.pdf")
February 7, 2025 at 6:11 PM
jbengler.de
This is how you can split a plot into multiple subplots using #tidyplots 🚀

#rstats #dataviz #phd
library(tidyplots) gene_expression |> head(n = 180) |> tidyplot(x = group, y = expression, color = group) |> add_mean_bar(alpha = 0.3) |> add_sem_errorbar() |> add_data_points_beeswarm(white_border = TRUE) |> adjust_size(width = 25, height = 25) |> split_plot(by = external_gene_name, ncol = 3, nrow = 3)
July 30, 2025 at 6:37 PM
jbengler.de
This is how you can generate multiple PDF files at once in #tidyplots 🚀

#rstats #dataviz #phd
library(tidyplots) gene_expression |> tidyplot(x = group, y = expression, color = group) |> add_violin() |> add_data_points_beeswarm(white_border = TRUE) |> split_plot(by = external_gene_name, ncol = 1, nrow = 1) |> save_plot("my_genes.pdf", multiple_files = TRUE)
June 29, 2026 at 5:30 PM
jbengler.de
This is how you can split a plot into multiple subplots using #tidyplots 🚀

#rstats #dataviz #phd
library(tidyplots) gene_expression |> head(n = 180) |> tidyplot(x = group, y = expression, color = group) |> add_mean_bar(alpha = 0.3) |> add_sem_errorbar() |> add_data_points_beeswarm(white_border = TRUE) |> adjust_size(width = 25, height = 25) |> split_plot(by = external_gene_name, ncol = 3, nrow = 3)
January 30, 2026 at 3:42 PM
jbengler.de
This is how you can generate multiple PDFs in #tidyplots 🚀

#rstats #dataviz #phd
library(tidyplots) gene_expression |> tidyplot(x = group, y = expression, color = group) |> add_mean_bar(alpha = 0.3) |> add_sem_errorbar() |> add_data_points_beeswarm() |> split_plot(by = external_gene_name, ncol = 3, nrow = 4) |> save_plot("my_genes.pdf", multiple_files = TRUE)
February 8, 2025 at 9:55 PM
jbengler.de
This is how you can preview a subset of the dataset in #tidyplots 🔎

#rstats #dataviz #phd
library(tidyplots) gene_expression |> tidyplot(x = group, y = expression, color = group) |> add_violin() |> add_data_points_beeswarm(white_border = TRUE) |> view_plot(data = filter_rows(external_gene_name == "Apol6"), title = "Apol6")
May 1, 2026 at 3:49 PM
jbengler.de
This is how you can generate multiple PDF files at once in #tidyplots 🚀

#rstats #dataviz #phd
library(tidyplots) gene_expression |> tidyplot(x = group, y = expression, color = group) |> add_violin() |> add_data_points_beeswarm(white_border = TRUE) |> split_plot(by = external_gene_name, ncol = 1, nrow = 1) |> save_plot("my_genes.pdf", multiple_files = TRUE)
May 13, 2026 at 5:10 PM
jbengler.de
This is how you can generate multipage PDFs in #tidyplots 🪼

#rstats #dataviz #phd
library(tidyplots) gene_expression |> tidyplot(x = group, y = expression, color = group) |> add_violin() |> add_data_points_beeswarm(white_border = TRUE) |> adjust_size(width = 25, height = 25) |> split_plot(by = external_gene_name, ncol = 3, nrow = 4) |> save_plot("my_genes.pdf")
August 1, 2025 at 9:34 PM
jbengler.de
This is how you can preview a subset of the dataset in #tidyplots 🔎

#rstats #dataviz #phd
library(tidyplots) gene_expression |> tidyplot(x = group, y = expression, color = group) |> add_violin() |> add_data_points_beeswarm(white_border = TRUE) |> view_plot(data = filter_rows(external_gene_name == "Apol6"), title = "Apol6")
October 6, 2025 at 6:12 PM
jbengler.de
This is how you can generate multipage PDFs in #tidyplots 🪼

#rstats #dataviz #phd
library(tidyplots) gene_expression |> tidyplot(x = group, y = expression, color = group) |> add_violin() |> add_data_points_beeswarm(white_border = TRUE) |> adjust_size(width = 25, height = 25) |> split_plot(by = external_gene_name, ncol = 3, nrow = 4) |> save_plot("my_genes.pdf")
May 14, 2026 at 4:57 PM
jbengler.de
This is how you can generate multipage PDFs in #tidyplots 🪼

#rstats #dataviz #phd
library(tidyplots) gene_expression |> tidyplot(x = group, y = expression, color = group) |> add_violin() |> add_data_points_beeswarm(white_border = TRUE) |> adjust_size(width = 25, height = 25) |> split_plot(by = external_gene_name, ncol = 3, nrow = 4) |> save_plot("my_genes.pdf")
February 10, 2026 at 4:12 PM
jbengler.de
This is how you can generate multiple #tidyplots at once 🐛

#rstats #dataviz #phd
library(tidyplots) gene_expression |> tidyplot(x = group, y = expression, color = group) |> add_violin() |> add_data_points_beeswarm(white_border = TRUE) |> save_plot("plot1.pdf") |> split_plot(by = condition) |> save_plot("plot2.pdf") |> split_plot(by = sample_type) |> save_plot("plot3.pdf") |> adjust_size(30, 30) |> split_plot(rows = condition, cols = is_immune_gene) |> save_plot("plot4.pdf")
February 5, 2026 at 5:51 PM
jbengler.de
This is how you can generate multiple PDF files at once in #tidyplots 🚀

#rstats #dataviz #phd
library(tidyplots) gene_expression |> tidyplot(x = group, y = expression, color = group) |> add_violin() |> add_data_points_beeswarm(white_border = TRUE) |> split_plot(by = external_gene_name, ncol = 1, nrow = 1) |> save_plot("my_genes.pdf", multiple_files = TRUE)
March 12, 2026 at 4:02 PM
jbengler.de
This is how you can rasterize a heatmap in #tidyplots 🚀

All labels and axes remain as vector shapes.

#rstats #dataviz #phd
library(tidyplots) gene_expression |> tidyplot(x = sample, y = external_gene_name, color = expression) |> add_heatmap(scale = "row", rasterize = TRUE, rasterize_dpi = 30) |> adjust_size(height = 100)
March 17, 2025 at 8:24 PM
jbengler.de
This is how you can generate multipage PDFs in #tidyplots 🪼

#rstats #dataviz #phd
library(tidyplots) gene_expression |> tidyplot(x = group, y = expression, color = group) |> add_violin() |> add_data_points_beeswarm(white_border = TRUE) |> adjust_size(width = 25, height = 25) |> split_plot(by = external_gene_name, ncol = 3, nrow = 4) |> save_plot("my_genes.pdf")
June 30, 2026 at 5:04 PM
jbengler.de
This is how you can split a plot into multiple subplots using #tidyplots 🚀

#rstats #dataviz #phd
library(tidyplots) gene_expression |> head(n = 180) |> tidyplot(x = group, y = expression, color = group) |> add_mean_bar(alpha = 0.3) |> add_sem_errorbar() |> add_data_points_beeswarm(white_border = TRUE) |> adjust_size(width = 25, height = 25) |> split_plot(by = external_gene_name, ncol = 3, nrow = 3)
July 1, 2026 at 5:09 PM
jbengler.de
This is how you can generate multipage PDFs in #tidyplots 🪼

#rstats #dataviz #phd
library(tidyplots) gene_expression |> tidyplot(x = group, y = expression, color = group) |> add_violin() |> add_data_points_beeswarm(white_border = TRUE) |> adjust_size(width = 25, height = 25) |> split_plot(by = external_gene_name, ncol = 3, nrow = 4) |> save_plot("my_genes.pdf")
September 1, 2026 at 6:05 PM
jbengler.de
This is how you can preview a subset of the dataset in #tidyplots 🔎

#rstats #dataviz #phd
library(tidyplots) gene_expression |> tidyplot(x = group, y = expression, color = group) |> add_violin() |> add_data_points_beeswarm(white_border = TRUE) |> view_plot(data = filter_rows(external_gene_name == "Apol6"), title = "Apol6")
March 29, 2026 at 3:34 PM
jbengler.de
This is how you can split a plot into multiple subplots using #tidyplots 🚀

#rstats #dataviz #phd
library(tidyplots) gene_expression |> head(n = 180) |> tidyplot(x = group, y = expression, color = group) |> add_mean_bar(alpha = 0.3) |> add_sem_errorbar() |> add_data_points_beeswarm(white_border = TRUE) |> adjust_size(width = 25, height = 25) |> split_plot(by = external_gene_name, ncol = 3, nrow = 3)
May 15, 2026 at 4:49 PM
jbengler.de
This is how you can preview a subset of the dataset in #tidyplots 🔎

#rstats #dataviz #phd
library(tidyplots) gene_expression |> tidyplot(x = group, y = expression, color = group) |> add_violin() |> add_data_points_beeswarm(white_border = TRUE) |> view_plot(data = filter_rows(external_gene_name == "Apol6"), title = "Apol6")
August 19, 2026 at 3:23 PM
jbengler.de
This is how you can generate multiple PDF files at once in #tidyplots 🚀

#rstats #dataviz #phd
library(tidyplots) gene_expression |> tidyplot(x = group, y = expression, color = group) |> add_violin() |> add_data_points_beeswarm(white_border = TRUE) |> split_plot(by = external_gene_name, ncol = 1, nrow = 1) |> save_plot("my_genes.pdf", multiple_files = TRUE)
August 31, 2026 at 8:32 PM
jbengler.de
Tidyplots lets you create multipage PDFs on the fly 🦋

tidyplots.org

gene_expression %>%
.[1:160,] %>%
tidyplot(group, expression, color = sample_type) %>%
add_data_points() %>%
split_plot(by = external_gene_name, nrow = 2, ncol = 2) %>%
save_plot("multipage_plot.pdf")
November 22, 2024 at 3:26 PM