Dichromat Chloe (4% of scientists)
@dichromat-chloe.bsky.social
π€ 349
π₯ 2017
π 122
Advocating for color accessibility in scientific figures. 4% of scientists are colorblind.
π congratulations to JCB for picky color-blind friendly covers all year (or... almost π). An inspiration for other journals.
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22 days ago
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This picture of Pope Francis, happy in his Bird of Paradise traditional headset, was taken during his visit of Vanimo, Papua New Guinea. This small city gave its name to one of these Diverging scientific color palettes (
www.researchgate.net/publication/...
)
8 months ago
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πππ Cyan Magenta Yellow contrasts in both microscopy images and heatmaps throughout the paper πππ
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8 months ago
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uh oh
11 months ago
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reposted by
Dichromat Chloe (4% of scientists)
Chenxin Li, PhD
about 1 year ago
Here is a thread showcasing my GitHub repositories: 1) Friends Don't Let Friends Make Bad Graphs. An opinionated essay on good and bad graphs. My popular one by a long shot with 6.4k stars and 248 forks.
github.com/cxli233/Frie...
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reposted by
Dichromat Chloe (4% of scientists)
Christine Beeton
about 1 year ago
Having a color-blind colleague is a good reminder that we need to be more careful when designing figures for scientific publication π§ͺ My lab has found this page especially useful for selecting color palettes, used in combination with different symbols:
thenode.biologists.com/data-visuali...
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Color blind friendly palettes for data visualizations with categories
A discussion of color blind friendly palettes for labeling unique catergories in data visualization.
https://thenode.biologists.com/data-visualization-with-flying-colors/research/
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Dichromat Chloe (4% of scientists)
Etche_homo
about 1 year ago
We are partial to the "polychrome" palette when there are tens of single-cell clusters to distinguish, over the default ggplot colors. Even without a named handicap I can't distinguish the pinks or green-cyan-blue neighbors.
cran.r-project.org/web/packages...
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π
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about 1 year ago
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Important Announcement
#zebrafish
but not only
about 1 year ago
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reposted by
Dichromat Chloe (4% of scientists)
Philip Hubbard
about 1 year ago
Thanks for citing Paul Tol's work. The palettes have nice colors, and it's easy to get the needed size: $ conda install bokeh $ python >>> import bokeh.palettes >>> for i in range(3, 24): ... print(bokeh.palettes.tol['TolRainbow'][i]) ('#1965B0', '#F7F056', '#DC050C') etc.
personal.sron.nl/~pault
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Paul Tol's Notes
Clear colour schemes that also work for colour-blind readers.
https://personal.sron.nl/~pault
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(pls amplify) Fresh off the press in the journal Nature today, groundbreaking work in immunogenetics. I have no doubts that the 4% holds some of the keys to cure cancer one day. Authors did a good job in other figures, we need journals to be more prescriptive about this
@natureportfolio.bsky.social
about 1 year ago
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reposted by
Dichromat Chloe (4% of scientists)
Matt Sikora
about 1 year ago
Public Service Announcement: Check colorblind-compatibility in Illustrator! Under 'View', 'Proof Setup' you can selected a colorblindness type to view your image in that spectra. Click 'Proof Colors' after to remove filter. We chose pink/green, yellow/blue here for accessibility (PMID 38112643).
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more thoughts on the TolRainbow palette for discontinuous/discrete categorical data (e.g for omics with >12 clusters, chromosomes, etc) If you look at the base of the pyramid and skip 19,21,23, you get 20 colors with a lot of range for both di- and trichromats
about 1 year ago
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reposted by
Dichromat Chloe (4% of scientists)
Samuel Marsh Ph.D.
about 1 year ago
To be fair to Seurat itβs really applicable to all of ggplot2 but amplified by single cell visuals with lots of groups on single plot. scCustomize sets some better defaults that help with lots of the issues. :)
samuel-marsh.github.io/scCustomize/...
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Customized Color Palettes & Themes
scCustomize
https://samuel-marsh.github.io/scCustomize/articles/Color_Palettes.html
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reposted by
Dichromat Chloe (4% of scientists)
Benjamin Werner
about 1 year ago
Both versions look identical to me. Maybe one reason I am not much into single cell genomics that is not sequencing :)
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(please amplify) 4% of scientists face an important barrier to an the ENTIRE FIELD of single-cell genomics and here is why
about 1 year ago
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@science.org
Sorry to be trolling already (this one is from 10.1126/sciadv.ado4167) but a lot of your papers are hard to read for 4% of scientists. Other journals like the New Phytologist issue guidance about figure color accessibility. You could also ask your editors to do better πthank youπ Chloe
about 1 year ago
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@jcellsci.bsky.social
so happy to see you here! Hey sorry to be a troll but ... (spare the rod, spoil the child)
about 1 year ago
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reposted by
Dichromat Chloe (4% of scientists)
New Phytologist
about 1 year ago
Hello, we issue guidance regarding figure accessibility here:
nph.onlinelibrary.wiley.com/hub/journal/...
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New Phytologist Author guidelines
<em>New Phytologist</em> is an international journal owned by the New Phytologist Foundation publishing original research in plant science and its applications.
https://nph.onlinelibrary.wiley.com/hub/journal/14698137/about/author-guidelines#colour
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@natureportfolio.bsky.social
The new paper on methane plumes in NatureGeo looks amazing but it's hard to read the figures. Could you issue editorial guidelines on color palettes to be more inclusive?
about 1 year ago
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reposted by
Dichromat Chloe (4% of scientists)
Fabio Crameri
over 1 year ago
If you missed my live webinar on scientific
#colour
use, "Seeing the Unseen" (
#SpaceScience
version), you can rewatch the complete recording here:
youtu.be/QJK8BgihT_c
#UseBatlow
#DataViz
#ISSIGameChangers
π
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Seeing the Unseen: Accurate and Inclusive Colour Scales in Space Science
YouTube video by International Space Science Institute
https://youtu.be/QJK8BgihT_c
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πππ
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about 1 year ago
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This deserves ETERNAL PRAISE. Journals and editors please pay attention π€
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about 1 year ago
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reposted by
Dichromat Chloe (4% of scientists)
Axel Visel
about 1 year ago
For the remaining 96% who are curious, here is the direct comparison. Minor difference in full spectrum view, major difference in protanopia and deuteranopia view. See alt text for Photoshop instructions.
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π§‘π (orange and azure)
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about 1 year ago
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πβ€οΈ (cyan and red )
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about 1 year ago
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ππ
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about 1 year ago
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@science.org
π’ please π
about 1 year ago
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ππ€ππ€π§‘π
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about 1 year ago
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reposted by
Dichromat Chloe (4% of scientists)
Tyler Lane
about 1 year ago
What youβre saying anytime you use red and green in your data visualisations.
#dataviz
#rstats
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hello
@newphyt.bsky.social
πΏ this works seems really cool but π /π’ π€·ββοΈ, could you issue editorial guidance regarding figure prep puleez? I know these colors look like plants but if the data look like this, I can't become a phytologist π ππ π§‘π π€π€
about 1 year ago
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ππ
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about 1 year ago
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@biologists.bsky.social
I love your journals, would even more if editors could enforce color accessibility. Thank you! Chloe π§‘π ππ
about 1 year ago
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about 1 year ago
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β€οΈ β€οΈ β€οΈ
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about 1 year ago
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about 1 year ago
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