Santiago Casanova

Fantasy football 📊🏈 | {f1dataR} | Data Analyst and Shiny app developer for @BrotoFantasy | @FFbyBroto | Applied Maths & Data Science

[Santiago Casanova @BrotoFFCasanova]

A convenient compilation of my football/fantasy analysis work

https://t.co/qlJxnPJUwa

[Santiago Casanova @BrotoFFCasanova]

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

[Broto Fantasy Football @BrotoFantasy]

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

https://t.co/BbLbvp4HMw

[Estación R @estacion_erre]

[PAQUETE 📦] - ¿Te gusta la Formula 1?

Probá el paquete {f1dataR} y accede a toda la data disponible de este veloz deporte!

🌐 https://t.co/PFCTf1ueXa
✍🏼 ☓: @BrotoFFCasanova | ☓: @pbulsink

#RStats #RStatsES #Rtips #DataScience

[Santiago Casanova @BrotoFFCasanova]

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)

[Santiago Casanova @BrotoFFCasanova]

@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

[Santiago Casanova @BrotoFFCasanova]

@StatsbyLopez Were the presentations recorded?

[Santiago Casanova @BrotoFFCasanova]

@joje_ff Mmm si pensé que sería más alto

[Jorge Flores @joje_ff]

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.

[Amrit Vignesh @avsportsanalyst]

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

[Santiago Casanova @BrotoFFCasanova]

Forgot to add my favourite visualization of the project!

Live tackle probability for nearby defenders

[Santiago Casanova @BrotoFFCasanova]

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.

[Santiago Casanova @BrotoFFCasanova]

If you want to read a more in-depth explanation or view the full results, check out our notebook on Kaggle!

https://t.co/iw5RRTxFjX

[Santiago Casanova @BrotoFFCasanova]

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.

[Santiago Casanova @BrotoFFCasanova]

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.

[Santiago Casanova @BrotoFFCasanova]

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.

[Santiago Casanova @BrotoFFCasanova]

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

https://t.co/iw5RRTxFjX

[Brad Congelio 🏈📊🧑‍💻 @BradCongelio]

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

[Santiago Casanova @BrotoFFCasanova]

@michael_ariaz87 Still gotta go with Pollard here imo

[Santiago Casanova @BrotoFFCasanova]

@avsportsanalyst @pbulsink Hey Amrit. Check this article out and let me know if that fixes it

https://t.co/53HA1iYMeO

[Santiago Casanova @BrotoFFCasanova]

{f1dataR} is now on CRAN!

Tyre data, pit stop info, telemetry and so much more straight to R for analysis

[Santiago Casanova @BrotoFFCasanova]

@JambudVipan @minakimes @YounghoeKoo @_willcompton https://t.co/UQlDYFPUXU

[Mina Kimes @minakimes]

Final depth chart. Thank you to everyone who offered suggestions ✊