Jan Broder Engler
@jbengler.de
📤 1374
📥 660
📝 474
Scientist and software developer. Creator of tidyplots.org. Website jbengler.de.
pinned post!
Hey educators,
tidyplots.org
is great for teaching students data visualization because it is 🕊️ Free and open-source 🚀 Easy, intuitive and fast 💾 Loaded with demo datasets 🏆 Embracing best practices 🌈 Beautiful
#rstats
#phd
#dataviz
#education
about 1 year ago
15
245
58
#tidyplots
dark mode coming soon 🦇
#rstats
#dataviz
#phd
4 days ago
0
14
1
Thank you for citing
#tidyplots
🙏 Priyesh Patel et al. Post-translational modifications of collagen type I in osteogenesis imperfecta: Systematic review and meta-analysis. Bone Reports (2026).
doi.org/10.1016/j.bo...
#rstats
#dataviz
#phd
4 days ago
0
3
0
Thank you for citing
#tidyplots
🙏 Changli Jia et al. From midlife emergence to old-age divergence: an empirical study on structural gendered ageism in health service utilization in Tibet. International Journal for Equity in Health (2025).
doi.org/10.1186/s129...
#rstats
#dataviz
#phd
loading . . .
From midlife emergence to old-age divergence: an empirical study on structural gendered ageism in health service utilization in Tibet - International Journal for Equity in Health
International Journal for Equity in Health - Population aging on the Tibetan Plateau may marginalize older women through combined gender and age bias. We measured sex-specific gaps in medical...
https://doi.org/10.1186/s12939-025-02733-7
4 days ago
0
2
0
Winter solstice in the Northern Hemisphere 🌑
#tidyplots
dark mode coming soon 🦇
#rstats
#dataviz
#phd
6 days ago
0
14
0
This is how you can generate a custom color scheme in
#tidyplots
🌈
#rstats
#dataviz
#phd
30 days ago
1
15
0
This is how you can preview a color scheme in
#tidyplots
🌈
#rstats
#dataviz
#phd
about 1 month ago
1
10
0
Thank you for citing
#tidyplots
🙏 Steven E. Pilley et al. A metabolic atlas of mouse aging. Cell Metabolism (2025).
doi.org/10.1016/j.cm...
#rstats
#dataviz
#phd
about 1 month ago
0
8
0
Thank you for citing
#tidyplots
🙏 Julio Cesar Santos-Pelaez et al. Synergistic effects of potassium and gibberellin on the yield and quality of yellow pitahaya fruits in the Peruvian Amazon, Frontiers in Agronomy (2025).
doi.org/10.3389/fagr...
#rstats
#dataviz
#phd
loading . . .
Frontiers | Synergistic effects of potassium and gibberellin on the yield and quality of yellow pitahaya (Hylocereus megalanthus) fruits in the Peruvian Amazon
The cultivation of yellow pitahaya (Hylocereus megalanthus) is increasing in tropical regions due to its nutritional value and market potential. Yet, agronom...
https://doi.org/10.3389/fagro.2025.1677288
about 1 month ago
0
2
1
This is how you can visualize gene expression data in
#tidyheatmaps
🤩
jbengler.github.io/tidyheatmaps/
#rstats
#dataviz
#phd
about 1 month ago
0
14
0
This is how you can change the color scheme in
#tidyplots
🌈
#rstats
#dataviz
#phd
about 1 month ago
0
10
0
This is how you can guide attention in
#tidyplots
🎯
#rstats
#dataviz
#phd
about 1 month ago
0
11
0
This is how you can add data values in
#tidyplots
🏆
#rstats
#dataviz
#phd
about 1 month ago
0
11
1
This is how you can sort axis levels in
#tidyplots
🤩
#rstats
#dataviz
#phd
about 1 month ago
1
9
0
This is how you can rename axis levels in
#tidyplots
🎉
#rstats
#dataviz
#phd
about 1 month ago
0
11
2
This is how you can reorder axis levels in
#tidyplots
🚀
#rstats
#dataviz
#phd
about 1 month ago
1
11
0
In its first year
tidyplots.org
has become the go-to data viz for many life science researchers, got 620+ stars on Github, ~30K CRAN downloads, and 11 citations. Thank you for using, sharing, citing, and feedback! There is more to come 🤩
#rstats
#dataviz
#phd
about 2 months ago
1
41
2
This is how you can add data and summary statistics to
#tidyplots
🤩
#rstats
#dataviz
#phd
2 months ago
0
16
1
This is how you can save intermediate stages of
#tidyplots
🦊
#rstats
#dataviz
#phd
2 months ago
1
16
1
This is how you can visualize time course data in
#tidyplots
⏱️
#rstats
#dataviz
#phd
2 months ago
1
10
1
Thank you for citing
#tidyplots
🙏 Marcel S Woo et al. Glia inflammation and cell death pathways drive disease progression in preclinical and early AD. EMBO Molecular Medicine (2025).
doi.org/10.1038/s443...
#rstats
#dataviz
#phd
loading . . .
Glia inflammation and cell death pathways drive disease progression in preclinical and early AD | EMBO Molecular Medicine
imageimageGlia activation, inflammation, cell death pathways and neuronal pathologies are associated with disease progression in preclinical AD. Activation of glia cells and cell death pathways maintain a vicious cycle of neuroinflammation that ...
https://doi.org/10.1038/s44321-025-00316-1
2 months ago
0
4
0
This is how to get started with
#tidyplots
🚀
tidyplots.org/getstarted
#rstats
#dataviz
#phd
3 months ago
0
7
0
This is how you can generate lollipop charts in
#tidyplots
🍭
#rstats
#dataviz
#phd
3 months ago
0
7
2
This is how you can set a default style in
#tidyplots
🎨
jbengler.github.io/tidyplots/re...
#rstats
#dataviz
#phd
3 months ago
0
3
0
This is how you can add normal data ellipses in
#tidyplots
🐣
#rstats
#dataviz
#phd
3 months ago
0
24
2
Being free and open-source, this is how you can support
#tidyplots
❤️
tidyplots.org
github.com/jbengler/tid...
#rstats
#dataviz
#phd
3 months ago
0
11
2
This is how you can preview a subset of the dataset in
#tidyplots
🔎
#rstats
#dataviz
#phd
3 months ago
0
8
0
This is how you can test selected comparisons in
#tidyplots
✅
#rstats
#dataviz
#phd
3 months ago
0
8
0
This is how you can do paired testing in
#tidyplots
🍒
#rstats
#dataviz
#phd
3 months ago
0
13
0
Thank you for citing
#tidyplots
🙏 Marcel S. Woo et al. The immunoproteasome disturbs neuronal metabolism and drives neurodegeneration in multiple sclerosis. Cell (2025).
www.cell.com/cell/fulltex...
#rstats
#dataviz
#phd
loading . . .
The immunoproteasome disturbs neuronal metabolism and drives neurodegeneration in multiple sclerosis
Neuronal proteasomal dysfunction is a hallmark of neuroinflammatory and neurodegenerative diseases. This study reveals that the interferon-induced immunoproteasome drastically decreases proteasomal ac...
https://www.cell.com/cell/fulltext/S0092-8674(25)00616-6
3 months ago
0
4
0
This is how you can adjust the plot size in
#tidyplots
🔥 All measures are in mm.
#rstats
#dataviz
#phd
3 months ago
0
10
0
Thank you for citing
#tidyplots
🙏 Jakub Idkowiak et al. Best practices and tools in R and Python for statistical processing and visualization of lipidomics and metabolomics data. Nature Communications (2025).
doi.org/10.1038/s414...
#rstats
#dataviz
#phd
loading . . .
Best practices and tools in R and Python for statistical processing and visualization of lipidomics and metabolomics data - Nature Communications
Mass spectrometry-based lipidomics and metabolomics generate large, complex datasets requiring effective analysis. Here, authors review key statistical and visualization methods alongside widely used R and Python tools, and provide a GitBook with step-by-step code for accessible, reproducible data analysis.
https://doi.org/10.1038/s41467-025-63751-1
3 months ago
0
10
5
This is how you can adjust colors in
#tidyplots
🌈
#rstats
#dataviz
#phd
3 months ago
0
10
0
This is how you can do stacked bar charts in
#tidyplots
🐝
#rstats
#dataviz
#phd
3 months ago
0
11
0
Here are some
#tidyplots
use cases for data journalism 🔥 Complete with data and code 🚀
tidyplots.org/use-cases/#d...
#rstats
#dataviz
#phd
3 months ago
0
14
2
This is how you can do horizontal bars in
#tidyplots
😉
#rstats
#dataviz
#phd
3 months ago
1
13
1
This is how you can sort the x-axis in
#tidyplots
🤩
#rstats
#dataviz
#phd
3 months ago
1
10
0
This is how you can add sum values in
#tidyplots
🤩
#rstats
#dataviz
#phd
3 months ago
0
6
0
This is how you can generate donut charts in
#tidyplots
🍩
#rstats
#dataviz
#phd
3 months ago
1
6
1
Now that ggplot2 4.0.0 supports absolute plot dimensions, we need better support in 1. Positron & RStudio viewer pane 2. ggsave() 3. quarto 4. shiny 5. patchwork 😜
#rstats
#dataviz
#phd
3 months ago
2
22
2
Here are some
#tidyplots
use cases for bioinformatics 🔥 Complete with data and code 🚀
tidyplots.org/use-cases/#b...
#rstats
#dataviz
#phd
3 months ago
2
11
1
This is how you can compare groups in
#tidyplots
🦊
#rstats
#dataviz
#phd
3 months ago
1
22
0
Here are some
#tidyplots
use cases for proportional data 🔥 Complete with data and code 🚀
tidyplots.org/use-cases/#p...
#rstats
#dataviz
#phd
3 months ago
0
8
1
Thank you for citing
#tidyplots
🙏 Seifeldin Elabed et al. Integrated experimental and computational study reveals enhanced antimicrobial efficacy of amoxicillin loaded in oleic acid nanoemulsion against multidrug-resistant S. typhimurium (2025).
doi.org/10.1039/D5RA...
#rstats
#dataviz
#phd
loading . . .
Integrated experimental and computational study reveals enhanced antimicrobial efficacy of amoxicillin loaded in oleic acid nanoemulsion against multidrug-resistant Salmonella typhimurium
The escalating crisis of antimicrobial resistance (AMR) poses a severe threat to global health, demanding innovative strategies to rejuvenate conventional antibiotics against multidrug-resistant (MDR)...
https://doi.org/10.1039/D5RA05196G
3 months ago
0
3
0
This is how you can assign colors in
#tidyplots
🌈
#rstats
#dataviz
#phd
3 months ago
0
16
0
The new ggplot2 4.0.0 now supports absolute plot dimensions 🤩
#rstats
#dataviz
#phd
3 months ago
0
91
18
This is the anatomy of
#tidyplots
🩻 They come in 50 x 50 mm, but can be resized to your linking using `adjust_size()` 🧰
#rstats
#dataviz
#phd
3 months ago
0
17
0
Thank you for citing
#tidyplots
🙏 Xueqi Jia et al. Cdh2, a downstream target of Hes7, regulates somitogenesis by supporting FGF signalling. Development (2025).
doi.org/10.1242/dev....
#rstats
#dataviz
#phd
loading . . .
Cdh2, a downstream target of Hes7, regulates somitogenesis by supporting FGF signalling
Highlighted Article: Cdh2, a direct target of Hes7, fine-tunes FGF signalling and leads to the proper maintenance of Hes7 oscillations in mouse presomitic mesoderm-like tissue, demonstrating essential...
https://doi.org/10.1242/dev.204743
3 months ago
0
5
0
Excited to be talking about
#tidyplots
📣 I will be giving a talk at the next R-Ladies Abuja meetup this Wednesday 🚀
www.meetup.com/rladies-abuj...
#rstats
#dataviz
#phd
loading . . .
Easy Code-based Data Visualization with tidyplots, Wed, Sep 17, 2025, 5:00 PM | Meetup
In this meetup, we will explore the visualization of different types of datasets using tidyplots. We will cover the plotting of raw data points, amounts, and heatmaps, as w
https://www.meetup.com/rladies-abuja/events/310910580/
3 months ago
0
17
3
Thank you for citing
#tidyplots
🙏 David A Russo et al. Library-free data-independent acquisition mass spectrometry enables comprehensive coverage of the cyanobacterial proteome. Plant Physiology (2025).
doi.org/10.1093/plph...
#rstats
#dataviz
#phd
loading . . .
Library-free data-independent acquisition mass spectrometry enables comprehensive coverage of the cyanobacterial proteome
Single-pot solid phase-enhanced sample preparation (SP3) and trifluoroacetic acid workflows open the door to high-throughput quantitative proteomics in cya
https://doi.org/10.1093/plphys/kiaf334
3 months ago
0
6
1
This is how you can save intermediate stages of
#tidyplots
by using `save_plot()` in the middle of a pipeline 💡
#rstats
#dataviz
#phd
5 months ago
1
25
3
Load more
feeds!
log in