ryan scharf
@ryanscharf
maker, rstats, serial hobbyist, tampa bay rowdies & sun, professional data person, amateur birding person
are there permission issues for some maps? i tried to peep at the tampa 1939 map and got this
delivering the hard hitting usl super league analytics. bring back the chonk!
here's the latest addition to ryan's usls analytics universe. i've spun up a tool to make lineup graphics. ryanscharf.com/usl-super-le.... clipboard doesn't work on mobile yet, but i'm working on it!
I've updated this to now include 5 separate probabilistic models that represent some incremental modeling features/ technology over the decades (including citations!). I've also added in ELO ratings so that we can have a timeless perspective of superiority (or otherwise)
This is an odd thing to see in my very working class, run down area. #databs
I passed the milestone of my birdnet-pi ID'ing over 250k calls since November 2024. It's fun to see that we're probably right on the cusp of another explosion of migrants.
ok, i vibecoded the thing github.com/ryanscharf/m.... this is a good testament by how much 'R in production' code is often about everything other than R #rstats
I'd like to get into to some of the details on how I productionalized this pipeline since this is one of the areas of #rstats and #datascience that you don't really get formal education on. I have a TrueNAS server that hosts docker containers to handle my infrastructure.
here's examples of what i think are my 3 biggest personal projects on github, to illustrate.
here's a tiny preview of some of the stats i've stood up so far. i have a lot of figuring out to do on how to get my db exposed and then themeing everything up to look right
"try connect cloud!", @libbyheeren.bsky.social says. "deployment is so easy! positron makes the manifest for you", she says
Going into the final 9ish games of the #uslsuperleague, here's where we stand with playoff odds as determined by 1 million season simulations. Come at me with your hot takes and trash talk me beloved Sun being garbage this year. #USLS #gainbridgesuperleague #woso #USL #sportsanalytics #databs