Arcadia Science

@ArcadiaScience · Berkeley, CA · joined 04 Jul 2021

Research and development company leveraging the biology of diverse organisms. Read about our science: https://t.co/IawT38WjQT

11 301Followers

45Following

901Posts total

216.9KViews on collected posts

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Arcadia Science@ArcadiaScience29 Apr

Come help scale this and other raman tools! Product Lead role now open: https://t.co/oJRvvT4LwH 1.4K views · 3 likes · 2 reposts · 0 replies Open on X →

Arcadia Science@ArcadiaScience20 Apr

AI agent loop controlling our automated Raman microscope - from acquisition to stage movement to online analysis. It does a quick scan, then re-acquires spots with the best signal, and finally finds the most distinct spot and does an in-depth acquisition @ArcadiaScience https://

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3.5K views · 30 likes · 4 reposts · 0 replies Open on X →

Arcadia Science@ArcadiaScience25 Dec 2025

We also released a free organism illustration library sharing high quality CC0 illustrations of 70+ organisms & viruses (including chlamy and sea squirts): https://t.co/c9CHpJydem 870 views · 6 likes · 1 reposts · 0 replies Open on X →

Arcadia Science@ArcadiaScience25 Dec 2025

This spotlight is the second short video in our series highlighting organismal models. The first was on sea squirts: https://t.co/2a8Q3t7dht 981 views · 1 likes · 0 reposts · 1 replies Open on X →

Arcadia Science@ArcadiaScience25 Dec 2025

Read more about our work with chlamy: https://t.co/tqSBmGurjC 135 views · 2 likes · 0 reposts · 1 replies Open on X →

Arcadia Science@ArcadiaScience25 Dec 2025

’Tis the season to be green 🌲 Our latest organism spotlight is Chlamydomonas reinhardtii — a tiny algae with a long history of punching above its weight in scientific discovery. Happy holidays! https://t.co/t35Z9cCbOa 8K views · 12 likes · 4 reposts · 1 replies Open on X →

Arcadia Science@ArcadiaScience5 Aug 2025

Most importantly, first in our new series of organismal spotlight shorts (open source illustrations coming soon!). Sea squirts! https://t.co/ozfwFeb05f 9.5K views · 69 likes · 12 reposts · 1 replies Open on X →

Arcadia Science@ArcadiaScience1 Aug 2025

New website who dis https://t.co/HWbtJRCfr2 4.9K views · 28 likes · 11 reposts · 0 replies Open on X →

Arcadia Science@ArcadiaScience21 Apr 2025

One of our scientists whipped up a lit review terminal program where AI agents with different expertise collaboratively discuss @biorxivpreprint and @arxiv preprints 🤖🥼📚 https://t.co/xR0mHt00CO Anyone here using an agent-based research tool you recommend? 3.4K views · 16 likes · 7 reposts · 0 replies Open on X →

Arcadia Science@ArcadiaScience30 Apr 2024

#ProteinCartography is an easy-to-use pipeline that identifies proteins related to a query protein using sequence- and structure-based searches, compares all protein structures, and creates an interactive map you can use to generate hypotheses. https://t.co/BQb9knflf9 576 views · 4 likes · 0 reposts · 2 replies Open on X →

Arcadia Science@ArcadiaScience30 Apr 2024

Is it possible to rapidly detect potential HGT events? Yes! #PreHGT is a pipeline that uses public, annotated, genomes from RefSeq and GenBank to build a pseudo-pangenome, detect outliers, annotate candidate genes, and report preliminary HGT candidates. https://t.co/7jB1pwagmc 1.4K views · 1 likes · 0 reposts · 1 replies Open on X →

Arcadia Science@ArcadiaScience30 Apr 2024

ICYMI, #NovelTree is a Nextflow pipeline for phylogenomic inference that outputs gene families, species trees, and more. Curious if a gene family is associated with a certain trait or have an idea of how to better infer gene families? Comment on the pub! https://t.co/vZBdF8oVsG 1.3K views · 1 likes · 0 reposts · 0 replies Open on X →

Arcadia Science@ArcadiaScience30 Apr 2024

Whether you’re performing phylogenomic inferences, identifying structural differences and similarities between proteins, or doing high-throughput time-lapse imaging, we have some free, easily accessible tools and resources that may be helpful for you. 🧵 25K views · 30 likes · 9 reposts · 1 replies Open on X →

Arcadia Science@ArcadiaScience30 Apr 2024

The phenotype-o-mat is a DIY, $400 plate imager that can do incident illumination and trans-illumination, and can hold optical filters for fluorescence assays. Its flexibility lets you gather growth, movement, fluorescence, and reflectance data. https://t.co/1yxmmFpbrn 708 views · 3 likes · 0 reposts · 1 replies Open on X →

Arcadia Science@ArcadiaScience30 Apr 2024

Interested in imaging the motility of organisms over time? Check out our agar microchambers: - Only needs cheap (~$300), reusable PDMS stamps - Different stamps let you image organisms of different sizes - Made with agar and the media of your choice https://t.co/snb1wLMGgE 595 views · 1 likes · 0 reposts · 2 replies Open on X →

Arcadia Science@ArcadiaScience25 Apr 2024

You may have seen @ArcadiaScience’s protocol for the phenotype-o-mat, a $400 DIY plate imager, but I’m excited to share some details about how we designed and used this tool to gather growth, movement, fluorescence, and reflectance data. 🧵1/9 https://t.co/l1Bjf02Qb3 https://t.co/

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27K views · 109 likes · 25 reposts · 2 replies Open on X →

Arcadia Science@ArcadiaScience29 Sep 2023

🚨 Introducing NovelTree: A Nextflow workflow for highly parallelized phylogenomic inference! 🚨 Pub: https://t.co/MpSXsznkpv GitHub (software): https://t.co/vhbIDiRamj GitHub (analysis code & walkthrough): https://t.co/oDkv0NV3jC @ArcadiaScience A 🧵, 1/8 https://t.co/DwTsPEHxtz

39.7K views · 210 likes · 77 reposts · 2 replies Open on X →

Arcadia Science@ArcadiaScience29 Sep 2023

Ever wondered which organisms encode your favorite protein? 🤔 Do you like maps? 🗺️ At @ArcadiaScience, we’re developing “ProteinCartography,” a tool that makes interactive maps of protein space. We'd love your feedback on this early version! 🧵 1/9 https://t.co/DzxrPF2kjP 86.7K views · 210 likes · 63 reposts · 6 replies Open on X →

Arcadia Science@ArcadiaScience3 May 2023

We're on a never-ending quest to improve our experimental design, biological imaging, and image analysis! 🧪📸 Read more about how we confine swimming organisms within the field of view for better imaging [https://t.co/uXmYxTk81O]🐠🔍 [3/5] 1.1K views · 2 likes · 0 reposts · 1 replies Open on X →

Growth & engagement

How the posts we collected actually performed: views and reaction rate post by post, what the audience did with them, and where the follower count goes.

Views per post

70830 Apr

25K

1.3K

1.4K

576

3.4K21 Apr

4.9K1 Aug

9.5K5 Aug

8K25 Dec

135

981

870

3.5K20 Apr

1.4K29 Apr

Last 14 collected posts, oldest on the left. The scale is logarithmic: one post can outrun the rest a hundred times over.

Engagement rate per post

0.56%30 Apr

0.16%

0.07%

0.14%

1.04%

0.67%21 Apr

0.79%1 Aug

0.87%5 Aug

0.21%25 Dec

2.22%

0.20%

0.80%

0.98%20 Apr

0.35%29 Apr

Reactions — likes, reposts, replies and quotes — divided by views.

What the audience does

Likes71.7%738 in total

Reposts20.9%215 in total

Replies2.1%22 in total

Bookmarks5.3%55 in total

Share of every reaction we collected for this account. Replies mean argument, reposts mean endorsement, bookmarks mean the post was worth keeping.

The follower curve appears once this account has two daily snapshots — we take one a day, and this one is on its first.

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Growth & engagement

Views per post

Engagement rate per post

What the audience does

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