Matthew Varona
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matthew.wiki
Matthew Varona
@matthew.wiki
data, design, digital culture, birds

PhD student at University of Toronto working on visualization/HCI! Focus on visualization literacy 📊📖

they/them | https://matthew.wiki
Unreasonably excited to present THEORY IS SHAPES at alt.vis this November! Read on to find out what the "BLT Sandwich Theory of Visualization Consumption" (and other shape-based shenanigans) can teach us about theorycrafting in research 🥪🧲🧊♾️
to appear at #alt.vis 2025: THEORY IS SHAPES

sure "theory figures" are great, but @matthew.wiki, @maryamhed.bsky.social, me, and Carolina Nobre wonder: why always a 2D plane or a flowchart? why not icebergs, horseshoes, Möbius strips, or BLT sandwiches?
arxiv.org/abs/2510.01382

#ieeevis #hci
October 9, 2025 at 3:30 AM
Reposted by Matthew Varona
Now is a great time to read WIRED magazine’s 2015 feature story, “The Untold Story of Silk Road.”

There were good reasons why Ross Ulbricht was serving a double life sentence.

www.wired.com/2015/04/silk...
The Untold Story of Silk Road, Part 1
How a 29-year-old idealist built a global drug bazaar and became a murderous kingpin.
www.wired.com
January 22, 2025 at 12:48 AM
Reposted by Matthew Varona
I don't know how many of y'all are watching the migration of American TikTokers to RedNote, but it's the most fascinating thing I've EVER SEEN HAPPEN ONLINE.

🧵
January 14, 2025 at 2:50 PM
Reposted by Matthew Varona
If you're interested in animating gridded data into discrete bins using webgl feel free to reuse our library: github.com/eurostat/reg...

The example shows a population grid of Europe being rolled out, and then groups the cells according to their populations.
#stats #webgl #cartography
December 11, 2024 at 2:26 PM
Reposted by Matthew Varona
"How to make a good talk (and why are academics so bad at this)?" I wanted to give advice to an undergrad based on what I think is missing from (or wrong about) most advice out there on giving a talk.

Would love to hear people's thoughts on this (especially academics hehe).
How to make a good talk (and why are academics so bad at this)?
Some guidance based on what I think a lot of academics fail to realize about what makes a good talk.
www.frank.computer
November 27, 2024 at 12:00 AM
Reposted by Matthew Varona
Hi, so I've spent the past almost-decade studying research uses of public social media data, like e.g. ML researchers using content from Twitter, Reddit, and Mastodon.

Anyway, buckle up this is about to be a VERY long thread with lots of thoughts and links to papers. 🧵
First dataset for the new @huggingface.bsky.social @bsky.app community organisation: one-million-bluesky-posts 🦋

📊 1M public posts from Bluesky's firehose API
🔍 Includes text, metadata, and language predictions
🔬 Perfect to experiment with using ML for Bluesky 🤗

huggingface.co/datasets/blu...
bluesky-community/one-million-bluesky-posts · Datasets at Hugging Face
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
huggingface.co
November 27, 2024 at 3:31 PM
Reposted by Matthew Varona
The Gini coefficient is the standard way to measure inequality, but what does it mean, concretely? I made a little visualization to build intuition:
www.bewitched.com/demo/gini
November 23, 2024 at 3:31 PM
Reposted by Matthew Varona
“The majority has spoken, and researchers are moving en masse” to Bluesky, says @shaine.bsky.social.

Couldn't help myself and had to write about science twitter, X, bluesky and "the migration"...
www.science.org/content/arti... 🧪
Like ‘old Twitter’: The scientific community finds a new home on Bluesky
After recent changes to Elon Musk’s X, a gradual migration turns into a stampede
www.science.org
November 20, 2024 at 7:48 PM
this, but microblogging websites
November 19, 2024 at 8:12 AM