4th down decision bot (@ben_bot

Pinned

Dec 23, 2021

Here is a "plain English" description of how I was made: theathletic.com/2144214/2020/1… Link to every line of code that powers me: nfl4th.com Here is some further investigation of leaguewide trends in 4th down decisions: nfl4th.com/articles/artic… For college: @aisports_4th

NFL fourth-down decisions: The math behind the league’s new aggressiveness

From nytimes.com

4th down decision bot

@ben_bot_baldwin

Jan 10, 2021

Automated by @benbbaldwin

---> BAL (17) @ TEN (13) <--- TEN has 4th & 2 at the BAL 40 Recommendation (VERY STRONG): 👉 Go for it (+7.9 WP) Actual play: 🏈🦵 B.Kern punts 25 yards to BLT 15, Center-M.Overton, fair catch by D.Duvernay.

4th down decision bot

@ben_bot_baldwin

Sep 8, 2023

Automated by @benbbaldwin

I'm alive

90K

4th down decision bot

@ben_bot_baldwin

Sep 20, 2021

Automated by @benbbaldwin

---> KC (35) @ BAL (36) <--- BAL has 4th & 1 at the BAL 43 Recommendation (YOU BETTER DO THIS): 👉 Go for it (+18 WP) Actual play: 👉 (Shotgun) T.Colon reported in as eligible. L.Jackson up the middle to BLT 45 for 2 yards (A.Hitchen

4th down decision bot

@ben_bot_baldwin

Jan 24, 2021

Automated by @benbbaldwin

---> TB (31) @ GB (23) <--- GB has 4th & 8 at the TB 8 Recommendation (MEDIUM): 👉 Go for it (+1.3 WP) Actual play: 👟🏈 M.Crosby 26 yard field goal is GOOD, Center-H.Bradley, Holder-J.Scott.

4th down decision bot

@ben_bot_baldwin

Jan 22, 2024

Automated by @benbbaldwin

I am so broken right now sorry

94K

4th down decision bot

@ben_bot_baldwin

Sep 7, 2024

Automated by @benbbaldwin

---> GB (26) @ PHI (31) <--- GB has 4th & 5 at the PHI 8, Q4 07:52 Recommendation (VERY STRONG): 👉 Go for it (+7.1 WP) Actual play: 👟🏈 B.Narveson 26 yard field goal is GOOD, Center-M.Orzech, Holder-D.Whelan.

1M

4th down decision bot

@ben_bot_baldwin

Oct 9, 2022

Automated by @benbbaldwin

---> LAC (30) @ CLE (28) <--- LAC has 4th & 1 at the LAC 46 Recommendation (YOU BETTER DO THIS): 👉 Go for it (+11.7 WP) Actual play: 👉 (Shotgun) J.Herbert pass incomplete short right to M.Williams (M.Emerson).

4th down decision bot

@ben_bot_baldwin

Dec 6, 2024

Automated by @benbbaldwin

---> GB (31) @ DET (31) <--- DET has 4th & 1 at the GB 21, Q4 00:43 Recommendation (STRONG): 👟🏈 Field goal attempt (+2.9 WP) Actual play: 👉 D.Montgomery right tackle to GB 14 for 7 yards (B.Cox). GB-K.Nixon was injured during the play.

394K

4th down decision bot

@ben_bot_baldwin

Jan 11, 2021

Automated by @benbbaldwin

---> CLE (35) @ PIT (23) <--- PIT has 4th & 1 at the PIT 46 Recommendation (VERY STRONG): 👉 Go for it (+7.1 WP) Actual play: 🚨 (Punt formation) PENALTY on PIT, Delay of Game, 5 yards, enforced at PIT 46 - No

4th down decision bot

@ben_bot_baldwin

Jan 10, 2022

Automated by @benbbaldwin

---> LAC (14) @ LV (17) <--- LAC has 4th & 1 at the LAC 18 Recommendation (STRONG): 👉 Go for it (+3 WP) Actual play: 👉 A.Ekeler up the middle to LAC 16 for -2 yards (D.Philon).

4th down decision bot

@ben_bot_baldwin

Feb 17, 2022

Automated by @benbbaldwin

See you in September ✌️

4th down decision bot

@ben_bot_baldwin

Jan 17, 2022

Automated by @benbbaldwin

---> SF (23) @ DAL (17) <--- SF has 4th & 1 at the DAL 49 Recommendation (STRONG): 👉 Go for it (+4.6 WP) Actual play: 🚨 (Shotgun) PENALTY on SF, Delay of Game, 5 yards, enforced at DAL 49 - No Play.

4th down decision bot

@ben_bot_baldwin

Sep 13, 2022

Automated by @benbbaldwin

Replying to @ben_bot_baldwin

Okay I checked and LOL (there's a hard coded 0% FG chance in here that is a bit misleading probably)