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Francois Keck

@francoiskeck.bsky.social

Digital community ecologist. I pursue the laws of nature on my computer. #rstats | #eDNA | #biodiversity | #ecology | and more https://francoiskeck.fr/

662 Followers  |  298 Following  |  35 Posts  |  Joined: 02.11.2023
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Posts by Francois Keck (@francoiskeck.bsky.social)

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πŸ“’ New preprint out!

tl;dr: Publish your code, add clear README's!

138 participants assessed data & code archiving practices across 1861 papers published at 7 @britishecologicalsociety.org journals, identified gaps & offered recommendations for improvement

πŸ”— doi.org/10.32942/X26...

10.03.2026 08:23 β€” πŸ‘ 25    πŸ” 6    πŸ’¬ 2    πŸ“Œ 0
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Antscan’s 3D Atlas Reveals Ant Anatomy Like Never Before How does a particle accelerator help us understand ants like never before?

Ants! Ants! Ants!
792 species of ants (!!!!!!) 3D scanned (high-throughput synchrotron X-ray microtomography) in luxurious detail:
spectrum.ieee.org/3d-scanning-...
paper: www.nature.com/articles/s41...
website: www.antscan.info
Phenomenal.

06.03.2026 07:00 β€” πŸ‘ 23    πŸ” 10    πŸ’¬ 2    πŸ“Œ 1

We need a geom_snake(...)

#rstats #DataViz #ggplot2

05.03.2026 07:33 β€” πŸ‘ 19    πŸ” 4    πŸ’¬ 2    πŸ“Œ 0
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Field Journal Fix-Up | Zooniverse - People-powered research Help us expand access to important biodiversity data by correcting computer-generated transcriptions of our field journals!

An amazing @zooniverse.bsky.social project where volunteers help correct text that will eventually be added to @biodivlibrary.bsky.social as the text file and used to help folk find data about species. www.zooniverse.org/projects/bg5... #HighlyRecommended #Zooniverse #ILoveBHL

23.02.2026 21:09 β€” πŸ‘ 8    πŸ” 4    πŸ’¬ 0    πŸ“Œ 0

Now recommended on @peercommunityin.bsky.social!

ecology.peercommunityin.org/articles/rec...

24.02.2026 09:29 β€” πŸ‘ 9    πŸ” 5    πŸ’¬ 0    πŸ“Œ 0

It is! Although I feel like my hands get dirty every time I use this kind of trick.

23.02.2026 12:12 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
R code using mtcars with nested pipes to list top 3 car models

R code using mtcars with nested pipes to list top 3 car models

While you all fight about whether we should use pipes, I’m out here nesting mine πŸ§ͺ
#rstats #tidyverse #baseR #pipes

23.02.2026 10:59 β€” πŸ‘ 15    πŸ” 3    πŸ’¬ 1    πŸ“Œ 0
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Color Palette Pro β€” A Synthesizer for Color Palettes Generate customizable color palettes in advanced color spaces that can be easily shared, downloaded, or exported.

As a connoisseur of online color tools, it’s such a delight to discover a new funky take on the palette generator experience.

I love the Teenage Engineering / Dieter Rams aesthetic here colorpalette.pro

17.02.2026 00:03 β€” πŸ‘ 122    πŸ” 30    πŸ’¬ 4    πŸ“Œ 3
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πŸ“£ NEW! I’ve just released the BIGGEST and perhaps most creative project I’ve ever worked on!

β€œSearching for Birds” searchingforbirds.visualcinnamon.com 🐀

A project, an article, an exploration that dives into the data that connects humans with birds, by looking at how we search for birds.

12.02.2026 10:02 β€” πŸ‘ 476    πŸ” 176    πŸ’¬ 25    πŸ“Œ 49

Curious what an LLM would achieve with handwritten labels... I have seen some impressive OCR results here and there.

11.02.2026 12:37 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
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Utilizing aquatic #eDNA 🧬 to address global 🌍🌐 #biodiversity targets 🎯

Our #article @natrevbiodiv.nature.com is now freely available (upon registration) till Feb 16th: ➑️ www.nature.com/articles/s44... part of special collection πŸ“š on the Kunming-Montreal Global Biodiversity Framework #GBF 🌍 🦐 🐟 🧬

27.01.2026 14:15 β€” πŸ‘ 16    πŸ” 6    πŸ’¬ 4    πŸ“Œ 0

This is an amazing tool to teach and learn about causal inference.

28.01.2026 12:00 β€” πŸ‘ 7    πŸ” 3    πŸ’¬ 0    πŸ“Œ 0
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Swiss Cheese Mono font (uppercase only) Swiss Cheese Mono is a chunky, sans-serif, monospaced display font created primarily from squares with circular "holes" in them. Currently available in uppercase only. When Rob posted some images of ...

Seriously considering adopting Swiss Cheese Mono as my default font for all future correspondence
www.heirloomagency.com/store/p/swis...

27.01.2026 08:09 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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Vibe coding kills open source.
Our most direct title yet. @koren.mk @julianhi.nz @aaron-lohmann.bsky.social
Theory paper with numbers and policy recs. First at arxiv.org/abs/2601.15494
Comments welcome.

@ceu-economics.bsky.social @kiel.institute

23.01.2026 22:40 β€” πŸ‘ 56    πŸ” 24    πŸ’¬ 2    πŸ“Œ 4
Zotero Blog Β» Blog Archive Β» Zotero 8 Zotero is a free, easy-to-use tool to help you collect, organize, cite, and share research.

Zotero 8 is out in stable: www.zotero.org/blog/zotero-8/
A bunch of new stuff -- the new citation dialog especially is a huge (and long overdue) improvement; massively speeds up anything I do in Word/GDocs with Zotero

22.01.2026 19:15 β€” πŸ‘ 61    πŸ” 32    πŸ’¬ 2    πŸ“Œ 0
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176 tiny maps (1850-2025)

Maps of temperature anomalies for each year. The progression to warmer, redder colours is evident over virtually the entire planet.

This 'small multiples' #dataviz approach is effective to show that nowhere is escaping from the warming due to us burning fossil fuels.

14.01.2026 12:11 β€” πŸ‘ 177    πŸ” 94    πŸ’¬ 4    πŸ“Œ 7
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We've got ISSUES. Literally.

We scraped >100k special issues & over 1 million articles to bring you a PISS-poor paper. We quantify just how many excess papers are published by guest editors abusing special issues to boost their CVs. How bad is it & what can we do?

arxiv.org/abs/2601.07563

A 🧡 1/n

13.01.2026 08:24 β€” πŸ‘ 505    πŸ” 314    πŸ’¬ 17    πŸ“Œ 49
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Me: surely at least the statistics literature has its house in order.

The stats literature:

12.01.2026 14:58 β€” πŸ‘ 55    πŸ” 12    πŸ’¬ 4    πŸ“Œ 1
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Found the code to do this strange attractor while looking for something else. Thought I'd see how fast I can render 360 frames of this with denoising.

What used to take hours now takes slightly more than 60 minutes.

#rayrender adventures, an #rstats tale

08.01.2026 13:46 β€” πŸ‘ 12    πŸ” 3    πŸ’¬ 1    πŸ“Œ 0
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New Year, New Colour Tool
for you data visualizers and maybe the odd designer

obumbratta.com/colour

07.01.2026 16:20 β€” πŸ‘ 258    πŸ” 62    πŸ’¬ 6    πŸ“Œ 12

Happy 2026! πŸŽ‰
My only good resolution is to publish more here, and many exciting things are coming! It's our responsibility to share good stuff and interact to make this place better than the other site.

05.01.2026 11:02 β€” πŸ‘ 5    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Great pro-tips for #rstats package development here!

29.12.2025 12:03 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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Size of Life From an amoeba to a blue whale

and the winner of the "2025 best thing on Internet" has just arrived
neal.fun/size-of-life/

@carlbergstrom.com

23.12.2025 16:07 β€” πŸ‘ 138    πŸ” 56    πŸ’¬ 1    πŸ“Œ 6
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Lottery before peer review is associated with increased female representation and reduced estimated economic cost in a German funding line - Nature Communications The authors show evidence from a German funding line that a lottery-first approach followed by peer review is accompanied by increased female representation both at the submission stage and among fund...

πŸ”₯ A lottery-first system 🎲 makes research grants allocation cheaper, faster, and boosts funding for women, while "traditional" (patriarcal?) peer review drags everyone down.

πŸ€” Maybe randomness is fairer than the experts.

πŸ”„ Time to rethink the whole game! πŸ’£

www.nature.com/articles/s41...

πŸ§ͺ

09.12.2025 09:50 β€” πŸ‘ 30    πŸ” 10    πŸ’¬ 0    πŸ“Œ 0
Daily News: R-devel/NEWS

%notin% coming soon to an #rstats environment near you 🀩

developer.r-project.org/blosxom.cgi/...

06.12.2025 07:57 β€” πŸ‘ 102    πŸ” 16    πŸ’¬ 1    πŸ“Œ 10

This is a colossal amount of work and definitely a source of inspiration for #dataviz with #rstats.

26.11.2025 14:15 β€” πŸ‘ 3    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

2-years #postdoc #position: #eDNA πŸ§¬πŸ”¬for integrated #ecosystem and #biodiversity assessment

apply.refline.ch/673277/1297/...

In the new Eawag/WSL Biodiversity Monitoring Initiative we will strengthen & advance effective and scalable #biodiversity #monitoring methods & implement into practice. πŸŒπŸŒ³πŸŸπŸ“ˆ

04.11.2025 15:24 β€” πŸ‘ 16    πŸ” 20    πŸ’¬ 1    πŸ“Œ 0
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Scientists no Longer Find Twitter Professionally Useful, and have Switched to Bluesky Synopsis. Social media has become widely used by the scientific community for a variety of professional uses, including networking and public outreach. For

Looks like the science community has found a home.
academic.oup.com/icb/article-...

29.10.2025 14:43 β€” πŸ‘ 503    πŸ” 143    πŸ’¬ 9    πŸ“Œ 8
A chart showing how LLMs can be used for different tasks in academia. Tasks are distributed along two axis (fails-works and evil-good).

A chart showing how LLMs can be used for different tasks in academia. Tasks are distributed along two axis (fails-works and evil-good).

I finally made that scandalous chart.
#AcademicSky #LLM #ChatGPT

30.10.2025 14:50 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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In our latest paper in PNAS, we ask: How can scientific progress be accelerated to meet the urgent challenges of the Anthropocene? We point to significant barriers in forecasting & prediction efforts for the biosphere πŸ§΅πŸ‘‡ πŸ§ͺπŸŒŽπŸ¦‹ 1/n www.pnas.org/doi/10.1073/...
#ScienceTwitter #Ecology #Anthropocene

09.05.2024 18:55 β€” πŸ‘ 79    πŸ” 35    πŸ’¬ 8    πŸ“Œ 4