#dataviz #color
πππ¨
@matterofstats.bsky.social
#rstats, maths, science, quirky stuff, and Aussie Rules football. @matterofstats on Twitter "Your data is not required to follow a well-defined distribution"
#dataviz #color
πππ¨
Had a lovely morning chatting with ChatGPT about the presence or absence of heteroskedasticity in my forecasts and those of the bookmakers
Now have new formulae for MoSHBODS for the Margin and Total SDs, and for Estimated Home Win probability.
Simples
At least they are CIVIL DIES
17.02.2026 00:56 β π 1 π 0 π¬ 1 π 0Pic of story from The Australian
A man from the Australian Jewish Association is trying to get Grace Tameβs sold out event in Bendigo, for International Womenβs Day, cancelled
16.02.2026 11:23 β π 74 π 42 π¬ 15 π 9A 3D topographic map of Australia, rendered with a color gradient to represent elevation. The map highlights the continent's diverse terrain, including mountains, plains, and coastal areas.
Didn't realise that about the east coast... Topographical map of Australia
www.instagram.com/p/DA1lzfQMtJi/
by @cstats1
via Instagram user: @discover_our_planet_
When did βNe-pawlβ become βNe-palβ?
#T20WorldCup #USAvNAM
Excellent point
15.02.2026 11:49 β π 0 π 0 π¬ 0 π 0Cat POV
- Threat entered domicile
- Threat neutralised effectively
- Human attacked me
- Threat escaped
- Unwelcome short flight
- Human released prisoner without trial
Never felt so betrayed and disappointed
My latest post is a big drop of new data. For the first time I publish two-party preferred preference data in so-called Non-Classic divisions, including high profile Independents. Data for the 2019, 2022 and 2025 elections. antonygreen.com.au/fed2025-inde...
15.02.2026 10:23 β π 123 π 39 π¬ 10 π 6I asked ChatGPT to come up with a measure of the excitement associated with each game of men's AFL since 2000, based solely on score progression data
These are its Top 10. Thoughts?
Really interesting. Thank you!
(I have tried involving LLMs in some of my modelling work, but I certainly haven't been brave enough yet to give it much rope)
The MoS Men's AFL Sims are up
(Turns out that every one of the million replicates has a unique ladder ordering)
www.matterofstats.com/mafl-simulations/2026-simulating-the-final-ladder-before-round-0
Not sure I'd pay for this ...
14.02.2026 06:50 β π 2 π 0 π¬ 0 π 0The martini glasses are a nice touch
14.02.2026 06:11 β π 1 π 0 π¬ 0 π 0Fair to say the port to C++ went well.
Just under 9 mins ... for 1 million replicates
Probably write a blog for the Simulations journal tomorrow
ChatGPT told me I needed a "big rewrite" to get the speed up I was looking for in my code
Will this be yet another "Big" thing in Australia?
New local Chinese restaurant is thinking laterally
14.02.2026 03:40 β π 0 π 0 π¬ 0 π 0"Whatever happened to Ken?"
"Ah, Katie tagged him as debate bait ..."
Thanks, I might try that too if the port to C++ gets too frustrating (I'm at about a 6 out of 10 on my lose-patience scale right now)
14.02.2026 02:42 β π 2 π 0 π¬ 1 π 0Just curious about the speed benefits (which seem to be considerable. 189 mins down to 77 mins). Definitely worth considering a C++ port
13.02.2026 23:48 β π 0 π 0 π¬ 0 π 0I'm sure there are more improvements to be had, but at this point I'm just letting ChatGPT take the wheel and said (broadly) here's your working R version - build me a Python one that uses the same logic
13.02.2026 22:50 β π 1 π 0 π¬ 1 π 0So, with the current R script we're now at 3 hours, 9 minutes for 20k replicates of the entire men's 2026 season including the Wild Card besmirched Finals series (using 15 cores of the 20 available)
Now doing a 5k test run of the Python script
Tim Cahill
12.02.2026 10:06 β π 1 π 0 π¬ 0 π 0Pam Bondi loves dogs. Always had them, one after another. She got involved with dog shelters and dog rescue, and once pulled off to the side of a busy road and got out of her car to chase down a stray. Another dog she helped was a Saint Bernard named Master Tank. She adopted him from a shelter after he was lost during Hurricane Katrina in 2005, not long after her own Saint Bernard had died. The story has been told but bears repeating. Master Tank belonged to Steve and Dorreen Couture and their grandson, who was 4, recovering from the murder-suicide of his parents and losing his dog during the storm. Bondi said the dog was a βwalking skeletonβ and βdying from heartwormsβ when she adopted him. The Coutures eventually tracked down Master Tank, but instead of giving him back, Bondi hired a lawyer, who accused the Coutures of abusing the dog, which Bondi had renamed Noah. βShe lied,β Dorreen told a Palm Beach Post columnist years later. βMy little grandson begged her to take the dog home, and she refused. She thought she would just wear us down. That we were unstable people and would just quit.β The case was settled out of court, with Bondi securing visitation rights, but she never did visit. She got another dog.
This is some genuinely psycho shit...
11.02.2026 20:02 β π 8206 π 2219 π¬ 179 π 501AI clearly has a role to play in AFL commentary and analysis
11.02.2026 12:46 β π 0 π 0 π¬ 1 π 0As much as Kayo is a dumpster fire of reducing coverage and skyrocketing prices, I wish Prime and Stan would implement their Key Moments feature
11.02.2026 11:53 β π 2 π 0 π¬ 0 π 0Yeah, thatβs fair
11.02.2026 11:48 β π 1 π 0 π¬ 0 π 0What comes after a Super Over? A Super Duper Over?
#AFGvsSA
Are "error bars" the right things to use for values that are measured without error (rounding issues aside)
11.02.2026 08:47 β π 0 π 0 π¬ 1 π 0Plans for MoS in 2026
(Sign up for email updates if you want to be made aware when new content is posted there)
www.matterofstats.com/mafl-wagers-and-tips/2026/2/11/2026-the-year-ahead-on-mos