Santiago Casanova

A convenient compilation of my football/fantasy analysis work twitter.com/i/events/14128…

@BRotoFFTim @elonmusk I appreciate it dawg. Working on big things now tho!

@elonmusk @BrotoFFCasanova

If you’re a hardcore software engineer and want to build the everything app, please join us by sending your best work to code@x.com. We don’t care where you went to school or even whether you went to school or what “big name” company you worked at. Just show us your code.

Announcement: Broto Fantasy will be closing up shop. We just want to thank everyone for the support through the years. We talk about this decision very transparently in our final episode below (and one final mock). Thank you all! - Tim, Mike and Jay open.spotify.com/episode/5UCGmO…

[PAQUETE 📦] - ¿Te gusta la Formula 1? Probá el paquete {f1dataR} y accede a toda la data disponible de este veloz deporte! 🌐 scasanova.github.io/f1dataR/ ✍🏼 ☓: @BrotoFFCasanova | ☓: @pbulsink #RStats #RStatsES #Rtips #DataScience

Philip took a look at the telemetry for the Australian GP to see if the Alonso penalty was justified. Take a look! (You can do this too with the {f1dataR} package)

@jjsantoso @ecobici @matplotlib Hola Juan. Tienes los datos de la ubicación de les estaciones? En los datos de viaje solo veo el número de estación pero sin coordenadas

Hace poco hice una animación similar para mostrar todos los viajes entre estaciones de @ecobici, pero usando Carto. Ahora pude reproducirlo con @matplotlib 😄 A propósito, esta semana cierran las inscripciones para el curso de Visualización de datos en #Python en el @LNPP_MX

@StatsbyLopez Were the presentations recorded?

We're off #BigDataBowl

@joje_ff Mmm si pensé que sería más alto

@BrotoFFCasanova Cierto, no considera acarreos diseñados. Lamar tiene 0.135 per play.

EPA/dropback de todos los QBs MVPs desde 1999: 1999 Warner 0.32 2001 Warner 0.20 2002 Gannon 0.20 2003 Manning 0.21 2003 McNair 0.25 2004 Manning 0.43 2007 Brady 0.42 2008 Manning 0.23 2009 Manning 0.30 2010 Brady 0.27 2011 Rodgers 0.41 2013 Manning 0.36 2014 Rodgers 0.35 2015 Newton 0.18 2016 Ryan 0.33 2017 Brady 0.26 2018 Mahomes 0.35 2019 Jackson 0.35 2020 Rodgers 0.36 2021 Rodgers 0.26 2022 Mahomes 0.28 2023 Jackson 0.13

Dan Campbell llegó a este partido tomando este tipo de decisiones en 4tas oportunidades. Y ahora que en 2 intentos no convirtieron (uno gracias a un drop) resulta que es un mal coach xd Es bien fácil decir cual era la decisión correcta cuando se sabe el resultado.

2023 Formula One TSOE (Turn Speed Over Expected) in KM/H with Turn Situational Factors Just want to preface possible lack of accuracy (you cannot directly associate turns with telemetry data) Thanks to @BrotoFFCasanova and @pbulsink for f1dataR #f1 #formulaone #sportsanalytics

Forgot to add my favourite visualization of the project! Live tackle probability for nearby defenders

If you want to read a more in-depth explanation or view the full results, check out our notebook on Kaggle! kaggle.com/code/santiagoc…

We define the quality of control as the convolution between the defender's pitch control and the ballcarrier's influence. Then it's just a matter of converting this number into a probability of tackle to evaluate the tackling performance relative to quality of positioning.

This allows us to take speed, angle, blockers, etc. into account (indirectly) when comparing potential tacklers' control vs the ballcarrier's influence. Going beyond just absolute distance to the ballcarrier, for example.

For our 2024 #BigDataBowl entry, @JavierMoG97 and I utilized a space control and quality approach to evaluate tackling. By taking a player's influence area as a bivariate normal (as proposed by @JaviOnData and @LukeBornn), we can compute a team's control on the field.

I have finally entered a submission into the big data bowl! Come check it out if you like that sort of thing Also let me know what you think kaggle.com/code/santiagoc…

I am giving away a free copy of my book (and a handful of hex stickers) for #NewYearsEve. Retweet this (and follow me) for your chance to enter. I will use @TWPicker on January 2 to select the winner and drop it in the mail that afternoon. #rstats #rstudio #NFL

@michael_ariaz87 Still gotta go with Pollard here imo

@BrotoFantasy hey guys I’m in my championship game. Full PPR Tony pollard or Zamir White. I know Zamir goes against one of the easiest team. Need help @BrotoFFMike @BrotoFFJason @BRotoFFTim

@avsportsanalyst @pbulsink Hey Amrit. Check this article out and let me know if that fixes it scasanova.github.io/f1dataR/articl…

@BrotoFFCasanova @pbulsink When trying to use this function, I get this error: > load_race_session( + obj_name = "session", + season = 2023, + round = 1, + session = "R", + ) Error in py_run_string_impl(code, local, convert) : ModuleNotFoundError: No module named 'fastf1'

{f1dataR} is now on CRAN! Tyre data, pit stop info, telemetry and so much more straight to R for analysis

@JambudVipan @minakimes @YounghoeKoo @_willcompton x.com/minakimes/stat…

Halftime viewing: 🚨 The great @YounghoeKoo joined me to put together an Asian American Pacific Islander super team of NFL players 🚨 Sorry @_willcompton but we're taking back Puka Nacua and Kyle Hamilton Watch/subscribe: tinyurl.com/bdft92tc