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Michael Lopez

@statsbylopez

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20.11.2024
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Latest posts by Michael Lopez @statsbylopez

I finally got around to formalizing my Kelly betting-based method of evaluating time-updating probabilistic forecasts (e.g. in-game win probability, election models, etc.) in a paper.

It is now up on arXiv.

1/

13.02.2026 16:57 👍 4 🔁 3 💬 2 📌 0
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In the NFL, the fat lady sings the latest

A fun post comparing win probability models by pct of time into a game

operations.nfl.com/gameday/anal...

09.01.2026 21:15 👍 17 🔁 4 💬 0 📌 4
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09.10.2025 15:13 👍 0 🔁 0 💬 0 📌 0
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09.10.2025 15:13 👍 1 🔁 0 💬 0 📌 0
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Open role with our Football/Media Data & Analytics teams at the NFL - please reach out if this seems like a good fit

09.10.2025 01:58 👍 18 🔁 14 💬 2 📌 2

The 2026 Big Data Bowl #BigDataBowl is live!

Participants can sign up for two competitions:
- leaderboard
- traditional analytics competition

This year's task: predict/understand player movement when the ball is in the air

25.09.2025 16:01 👍 11 🔁 10 💬 1 📌 1
NFL Big Data Bowl 2026 - Prediction Predict player movement while the ball is in the air

Big data bowl is up!! Two types of competitions this year:

The prediction track is more of your classic Kaggle prediction competition. Similar to the March madness Kaggle comp, NFL will use the actual game data from this season and the best prediction wins

www.kaggle.com/c/nfl-big-da...

25.09.2025 16:51 👍 17 🔁 9 💬 1 📌 1

"May be required to lift heavy objects"!!!

28.05.2025 22:34 👍 5 🔁 0 💬 0 📌 0

Need to get @statsbylopez.bsky.social to restart the “nerds with trophies” thread

28.05.2025 19:03 👍 9 🔁 1 💬 0 📌 0

I have a jar with 2700 pennies waiting in Indy

26.02.2025 16:26 👍 1 🔁 0 💬 1 📌 0

You seem crestfallen

26.02.2025 16:25 👍 1 🔁 0 💬 0 📌 0

Pls re run

26.02.2025 14:30 👍 0 🔁 0 💬 1 📌 0
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Today #BigDataBowl

26.02.2025 14:24 👍 10 🔁 0 💬 1 📌 0
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Details on the 2025 Big Data Bowl #BigDataBowl

19.02.2025 21:01 👍 2 🔁 1 💬 1 📌 0
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Cooper DeJean with some outstanding awareness to fall back into the throw and get the interception.

DeJean also hit a max speed of 21.31 MPH on this play. The fastest by a defensive player as a ball carrier this season (including playoffs), per NextGenStats.

10.02.2025 20:44 👍 1107 🔁 83 💬 43 📌 7

👋

30.01.2025 03:27 👍 2 🔁 0 💬 1 📌 0

Additionally, we are excited to announce that our 2025 Big Data Bowl keynote speaker is Dr. Eric Tulsky, General Manager of the Carolina Hurricanes

29.01.2025 17:15 👍 8 🔁 3 💬 0 📌 0

Regardless of the announcement - congrats to everyone that made a submission! Just getting something out there is an achievement and something to point to in your #sportsanalytics #datascience portfolio #BigDataBowl

29.01.2025 14:56 👍 1 🔁 1 💬 0 📌 0
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Congratulations to the Finalists, Semi-Finalists, and Honorable Mention finishers in the 2025 Big Data Bowl #BigDataBowl

29.01.2025 17:14 👍 13 🔁 6 💬 3 📌 4

2025 Big Data Bowl finalists will be announced tomorrow, Weds 1/29, at 12 noon EST #BigDataBowl

29.01.2025 03:36 👍 9 🔁 5 💬 0 📌 1

Middle of next week!

24.01.2025 19:56 👍 3 🔁 0 💬 1 📌 0
https://operations.nfl.com/gameday/analytics/stats-articles/how-did-nfl-kickoff-units-approach-the-2024-dynamic-kickoff/

A look at each NFL team's kickoff style t.co/u2YoauQwfk

09.01.2025 23:11 👍 2 🔁 2 💬 0 📌 0
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Enjoyable time with Connor and Grant working through this #BigDataBowl. We attempted to bite off quite a bit -- is it possible to create an overall metric for predictability of play outcome given pre-snap information?

Quick hit: more first downs = more unpredictable

07.01.2025 03:34 👍 3 🔁 1 💬 1 📌 0

Ah, messed up the hashtag #bigdatabowl

04.01.2025 20:08 👍 1 🔁 1 💬 0 📌 0

We are likewise hard at work on your parking reimbursement

07.01.2025 00:08 👍 1 🔁 0 💬 1 📌 0

Big Data Bowl submissions are due tomorrow

🚨🚨

The deadline is 11:59 PM UTC, which is 6:59 PM EST

🚨🚨

#BigDataBowl

06.01.2025 02:39 👍 9 🔁 2 💬 2 📌 0

A list of literally any other conf or community that would be a better use of your time than ssac:

27.12.2024 23:32 👍 41 🔁 18 💬 4 📌 6

There are 70 throws of 50+ air yards in the NGS database.

This throw was in the air for 2.47 seconds. That is the fastest 50+ yard throw we've seen.

15.12.2024 22:39 👍 695 🔁 121 💬 11 📌 9
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Excited to share my #BigDataBowl submission this year, joint work with the great Ron Yurko: Down, set, hut! Explaining variability in snap timing on plays with motion www.kaggle.com/code/tindata...

13.12.2024 22:40 👍 12 🔁 3 💬 1 📌 3
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WEEK 12 #NFL Playoff Leverage

Here you can see how the playoff probability of each team changes depending on whether they win or lose the next game.
Niners and Seahawks better win this week.
#rstats | #nflverse

20.11.2024 15:18 👍 77 🔁 18 💬 3 📌 11