#cfbdata search results

🧠 Want to build a college football model but skip the pain? After years of trial-and-error, here are 10 things I wish I’d known when I started. 👉 buff.ly/5D6GF39 #CFB #SportsAnalytics #CFBData


Excitement Index values for tonight's games: Central Ark @ UAB: 2.2 South Alabama @ Southern Miss: 5.6 Average EI value across games all time is around ~4.0. #CFBDATA


14 CFB teams finished ranked in the Final AP Poll who were not ranked in the Pre-Season poll. This is the most in AP Poll history. The previous record was 12, most recently accomplished in 2010. #CFBData 🏈📈

14 CFB teams finished ranked in the Final AP Poll who were not ranked in the Pre-Season poll. This is the most in AP Poll history. The previous record was 12, most recently accomplished in 2010. #CFBData 🏈📈 @AP_Top25

BetweenTheNums's tweet image. 14 CFB teams finished ranked in the Final AP Poll who were not ranked in the Pre-Season poll. 

This is the most in AP Poll history. The previous record was 12, most recently accomplished in 2010. 

#CFBData 🏈📈
@AP_Top25


Tulsa 34, UCF 26 -Wow. Talk about a change in the second half for Tulsa. -3rd quarter was a disaster for the Knights. pbp by #CFBDATA

CFB_Geek's tweet image. Tulsa 34, UCF 26
-Wow. Talk about a change in the second half for Tulsa.
-3rd quarter was a disaster for the Knights.
pbp by #CFBDATA

The second Saturday of football is about to get underway. Remember to use the hashtag #CFBDATA so that we can share and promote each other's work!


If Saturday's offensive performance by the #Irish felt like the worst parts of last season, it's because it was. It's a small sample size, but a majority of the offensive plays are still failing to improve ND's chances to be the next team to score. #CFBDATA @cfbscrapR

NDFootballStats's tweet image. If Saturday's offensive performance by the #Irish felt like the worst parts of last season, it's because it was. It's a small sample size, but a majority of the offensive plays are still failing to improve ND's chances to be the next team to score. 

#CFBDATA @cfbscrapR

Ole Miss 42, Kentucky 41 -Oh.....Kentucky. That's a BRUTAL way to go out. A +13% Success Rate advantage usually spells a W, but Ole Miss hung around and did just enough to pull it out. pbp by #CFBDATA

CFB_Geek's tweet image. Ole Miss 42, Kentucky 41
-Oh.....Kentucky. That's a BRUTAL way to go out. A +13% Success Rate advantage usually spells a W, but Ole Miss hung around and did just enough to pull it out.
pbp by #CFBDATA

EKU vs Marshall was one of those rare games that found itself in garbage time early in the 2nd quarter. Marshall QB Grant Wells had +18.7 EPA before garbage time kicked in, including +15.2 EPA in the first quarter alone. #CFBDATA collegefootballdata.com/boxscore/40123…


Already forgetting to use the hashtag. SMH. #CFBDATA

Advanced box score and win probability chart are in for the first FBS game of the season! UAB cruises against Central Arkansas off of a strong performance from Tyler Johnston III (+11.3 EPA). A strong Q4 from Breylin Smith wasn't enough (+7.9 Q4 EPA). collegefootballdata.com/boxscore/40123…

CFB_Data's tweet image. Advanced box score and win probability chart are in for the first FBS game of the season!

UAB cruises against Central Arkansas off of a strong performance from Tyler Johnston III (+11.3 EPA).

A strong Q4 from Breylin Smith wasn't enough (+7.9 Q4 EPA).

collegefootballdata.com/boxscore/40123…


And lastly, let's do our best to share and promote each other's work on this platform. Whether you're using Python or R or Excel to do your analysis, share it with the community using the #CFBDATA hashtag. And be sure to RT others!


2nd game of the night was a little more interesting as Southern Miss entered a big favorite and fell by double digits to South Alabama. Jalen Tolbert led the way with +15 EPA for USA. collegefootballdata.com/boxscore/40120… #CFBDATA

CFB_Data's tweet image. 2nd game of the night was a little more interesting as Southern Miss entered a big favorite and fell by double digits to South Alabama.

Jalen Tolbert led the way with +15 EPA for USA.

collegefootballdata.com/boxscore/40120…

#CFBDATA

14 CFB teams finished ranked in the Final AP Poll who were not ranked in the Pre-Season poll. This is the most in AP Poll history. The previous record was 12, most recently accomplished in 2010. #CFBData 🏈📈 @AP_Top25

BetweenTheNums's tweet image. 14 CFB teams finished ranked in the Final AP Poll who were not ranked in the Pre-Season poll. 

This is the most in AP Poll history. The previous record was 12, most recently accomplished in 2010. 

#CFBData 🏈📈
@AP_Top25

Texas A&M 17, Vandy 12 -Someone needs to take that 4th quarter tape and burn it. -Vandy had the field position advantage by a country mile and squandered their opportunities inside the 40. That won't get it done against a Top 10 team. pbp by #CFBDATA

CFB_Geek's tweet image. Texas A&M 17, Vandy 12
-Someone needs to take that 4th quarter tape and burn it.
-Vandy had the field position advantage by a country mile and squandered their opportunities inside the 40. That won't get it done against a Top 10 team.
pbp by #CFBDATA

Use the #CFBDATA hashtag and tag @cfbscrapR so we can share work, make connections, offer feedback, and just outright have a dang good time doing cool college football data stuff this season!

And lastly, let's do our best to share and promote each other's work on this platform. Whether you're using Python or R or Excel to do your analysis, share it with the community using the #CFBDATA hashtag. And be sure to RT others!



Alabama 52, Tex A&M 24 -Dude. 9.8 YPP for Bama. And that's with a bad 3rd quarter. -A&M had multiple chances to score...but when you don't put it in the endzone...well... -47% Passing Explosiveness from Mac Jones. Insane. pbp by #CFBDATA

CFB_Geek's tweet image. Alabama 52, Tex A&M 24
-Dude. 9.8 YPP for Bama. And that's with a bad 3rd quarter.
-A&M had multiple chances to score...but when you don't put it in the endzone...well...
-47% Passing Explosiveness from Mac Jones. Insane.
pbp by #CFBDATA

Texas 63, Tex Tech 56 (OT) -Texas Tech had em in the 3rd quarter...not gonna lie. -Kudos to the 'Horns for finishing the game strong. Same number of scoring opportunities and you score more than your opponent will always be a recipe for success. pbp by #CFBDATA

CFB_Geek's tweet image. Texas 63, Tex Tech 56 (OT)
-Texas Tech had em in the 3rd quarter...not gonna lie.
-Kudos to the 'Horns for finishing the game strong. Same number of scoring opportunities and you score more than your opponent will always be a recipe for success.
pbp by #CFBDATA

Alabama 38, Mizzou 19 -The Tide started out fast and put it in cruise control. -Mac Jones struggled in Passing Down situations last year (33%), and was efficient against an experienced Mizzou defense. pbp by #CFBDATA

CFB_Geek's tweet image. Alabama 38, Mizzou 19
-The Tide started out fast and put it in cruise control.
-Mac Jones struggled in Passing Down situations last year (33%), and was efficient against an experienced Mizzou defense.
pbp by #CFBDATA

#CFBData Top individual performers from this weekend (garbage time excluded): 1. Brady White, Memphis (+24.5 EPA) 2. Jason Bean, North Texas (+23.8) 3. Jack Abraham, Southern Miss (+18.8) 4. Grant Wells, Marshall (+18.7) 5. Sean Dykes, Memphis (+15.4) 1/2


What’s Success Rate in CFB analytics, and why do so many modelers care about it? 🤔 Let’s break it down 🧵 #CFBData


🧠 Want to build a college football model but skip the pain? After years of trial-and-error, here are 10 things I wish I’d known when I started. 👉 buff.ly/5D6GF39 #CFB #SportsAnalytics #CFBData


🏈 Power Your CFB Coverage with SportsDataIO! 🏆 Bringing real-time data for the 2025/2026 season: ✅ Live scores & stats ✅ Player & team insights ✅ Betting odds & props ✅ AI-powered content 📖 Learn more: sportsdata.io/sportsdataios-… #CollegeFootball #CFBData #SportsAnalytics


Love seeing 88 games on Todays Game button -Hit that and smile! @NCAAFootball Saturdays are finally here! @rithmm_ai has predictive models, research tools, and trend analysis all in one place. Join the rithmm community! #aibets #AIBettingTips #cfbdata #CFBPicks

megan_lanham's tweet image. Love seeing 88 games on Todays Game button -Hit that and smile! @NCAAFootball Saturdays are finally here! @rithmm_ai has predictive models, research tools, and trend analysis all in one place. Join the rithmm community! #aibets #AIBettingTips #cfbdata #CFBPicks

Josh Pate defending his #CFBdata model tonight


Entering tonight, here is where the current Top-25 FBS teams stand in terms of both Scoring Offense & Scoring Defense. Georgia, Michigan, Ohio State, & Alabama are in the powerhouse quadrant (Top Offense & Defense)!! Any surprises this season? #CFBData🏈

BetweenTheNums's tweet image. Entering tonight, here is where the current Top-25 FBS teams stand in terms of both Scoring Offense & Scoring Defense.

Georgia, Michigan, Ohio State, & Alabama are in the powerhouse quadrant (Top Offense & Defense)!!

Any surprises this season? #CFBData🏈

14 CFB teams finished ranked in the Final AP Poll who were not ranked in the Pre-Season poll. This is the most in AP Poll history. The previous record was 12, most recently accomplished in 2010. #CFBData 🏈📈

14 CFB teams finished ranked in the Final AP Poll who were not ranked in the Pre-Season poll. This is the most in AP Poll history. The previous record was 12, most recently accomplished in 2010. #CFBData 🏈📈 @AP_Top25

BetweenTheNums's tweet image. 14 CFB teams finished ranked in the Final AP Poll who were not ranked in the Pre-Season poll. 

This is the most in AP Poll history. The previous record was 12, most recently accomplished in 2010. 

#CFBData 🏈📈
@AP_Top25


14 CFB teams finished ranked in the Final AP Poll who were not ranked in the Pre-Season poll. This is the most in AP Poll history. The previous record was 12, most recently accomplished in 2010. #CFBData 🏈📈 @AP_Top25

BetweenTheNums's tweet image. 14 CFB teams finished ranked in the Final AP Poll who were not ranked in the Pre-Season poll. 

This is the most in AP Poll history. The previous record was 12, most recently accomplished in 2010. 

#CFBData 🏈📈
@AP_Top25

Cincinnati 6-27 Alabama Success Rates: Alabama: 55% Cincinnati: 43% Net Predicted Points Added: Bryce Young: 29.68 Desmond Ridder: 15.77 Alabama Post Game Win Probability: 100% Alabama Average Win Probability: 97% #CIN vs. #ALA #CFBData #CFBPlayoff

Staturdays's tweet image. Cincinnati 6-27 Alabama

Success Rates:
Alabama: 55%
Cincinnati: 43%

Net Predicted Points Added:
Bryce Young: 29.68
Desmond Ridder: 15.77

Alabama Post Game Win Probability: 100%

Alabama Average Win Probability: 97%

#CIN vs. #ALA #CFBData
#CFBPlayoff

Georgia 34-11 Michigan Success Rates: Georgia: 48% Michigan: 32% Net Predicted Points Added: Stetson Bennett: 22.32 Cade McNamara: 9.35 In-Game Win Probability Chart Georgia Post Game Win Probability: 97% Georgia Average Win Probability: 96% #UGA vs. #MICH #CFBData #CFBPlayoff

Staturdays's tweet image. Georgia 34-11 Michigan

Success Rates:
Georgia: 48%
Michigan: 32%
Net Predicted Points Added:
Stetson Bennett: 22.32
Cade McNamara: 9.35

In-Game Win Probability Chart
Georgia Post Game Win Probability: 97%
Georgia Average Win Probability: 96%
#UGA vs. #MICH #CFBData
#CFBPlayoff

✈️ flying home to Denver today 🚨 new podcast episode tonight 🏈 neural net is shot this bowl season/trends I’ve found for betting bowl season New data tweet tomorrow - is the SEC starting 0-4 in bowl season an indictment of the conference? #cfbbets #FreePick #cfbdata


In-Game Win Probability Chart BYU Post Game Win Probability: 68% BYU Average Win Probability: 81% #BYU vs. #USC #CFBData

Staturdays's tweet image. In-Game Win Probability Chart

BYU Post Game Win Probability: 68%

BYU Average Win Probability: 81%

#BYU vs. #USC #CFBData

BYU 35-31 USC Success Rates: BYU: 47.30% USC: 47.50% Net Predicted Points Added: Jaren Hall: 13.54 Jaxson Dart: 10.66 #CFBData #BYU vs. #USC

Staturdays's tweet image. BYU 35-31 USC

Success Rates:
BYU: 47.30%
USC: 47.50%

Net Predicted Points Added:
Jaren Hall: 13.54
Jaxson Dart: 10.66
#CFBData #BYU vs. #USC

In-Game Win Probability Chart UCLA Post Game Win Probability: 100% UCLA Average Win Probability: 82% #CAL vs. #UCLA #CFBData

Staturdays's tweet image. In-Game Win Probability Chart

UCLA Post Game Win Probability: 100%

UCLA Average Win Probability: 82%

#CAL vs. #UCLA #CFBData

California 14-42 UCLA Success Rates: California: 32% UCLA: 54% Net Predicted Points Added: Chase Garbers: -8.52 Dorian Thompson-Robinson: 15.95 #CFBData #CAL vs. #UCLA

Staturdays's tweet image. California 14-42 UCLA

Success Rates:
California: 32%
UCLA: 54%

Net Predicted Points Added:
Chase Garbers: -8.52
Dorian Thompson-Robinson: 15.95
#CFBData #CAL vs. #UCLA

In-Game Win Probability Chart Nevada Post Game Win Probability: 97% Nevada Average Win Probability: 96% #NEV vs. #CSU #CFBData

Staturdays's tweet image. In-Game Win Probability Chart

Nevada Post Game Win Probability: 97%

Nevada Average Win Probability: 96%

#NEV vs. #CSU #CFBData

Nevada 52-10 Colorado State Success Rates: Colorado State: 37% Nevada: 47% Net Predicted Points Added: Todd Centeio: 1.5 Carson Strong: 19.74 #CFBData #NEV vs. #CSU

Staturdays's tweet image. Nevada 52-10 Colorado State

Success Rates:
Colorado State: 37%
Nevada: 47%

Net Predicted Points Added:
Todd Centeio: 1.5
Carson Strong: 19.74
#CFBData #NEV vs. #CSU

In-Game Win Probability Chart Oklahoma State Post Game Win Probability: 82% Oklahoma State Average Win Probability: 68% #OKLA vs. #OKST #CFBData

Staturdays's tweet image. In-Game Win Probability Chart

Oklahoma State Post Game Win Probability: 82%

Oklahoma State Average Win Probability: 68%

#OKLA vs. #OKST #CFBData

Oklahoma 33-37 Oklahoma State Success Rates: Oklahoma: 33% Oklahoma State: 43% Net Predicted Points Added: Caleb Williams: 6.95 Spencer Sanders: 7.47 #CFBData #OKLA vs. #OKST

Staturdays's tweet image. Oklahoma 33-37 Oklahoma State

Success Rates:
Oklahoma: 33%
Oklahoma State: 43%

Net Predicted Points Added:
Caleb Williams: 6.95
Spencer Sanders: 7.47
#CFBData #OKLA vs. #OKST

Entering tonight, here is where the current Top-25 FBS teams stand in terms of both Scoring Offense & Scoring Defense. Georgia, Michigan, Ohio State, & Alabama are in the powerhouse quadrant (Top Offense & Defense)!! Any surprises this season? #CFBData🏈

BetweenTheNums's tweet image. Entering tonight, here is where the current Top-25 FBS teams stand in terms of both Scoring Offense & Scoring Defense.

Georgia, Michigan, Ohio State, & Alabama are in the powerhouse quadrant (Top Offense & Defense)!!

Any surprises this season? #CFBData🏈

14 CFB teams finished ranked in the Final AP Poll who were not ranked in the Pre-Season poll. This is the most in AP Poll history. The previous record was 12, most recently accomplished in 2010. #CFBData 🏈📈 @AP_Top25

BetweenTheNums's tweet image. 14 CFB teams finished ranked in the Final AP Poll who were not ranked in the Pre-Season poll. 

This is the most in AP Poll history. The previous record was 12, most recently accomplished in 2010. 

#CFBData 🏈📈
@AP_Top25

Louisiana 20, Ga Southern 18 -Jason rises from the dead again. -The Cajuns won the explosiveness battle, but lost the efficiency battle by a 12% margin...but had one....more...scoring opportunity that put them over the top. pbp by #CFBDATA

CFB_Geek's tweet image. Louisiana 20, Ga Southern 18
-Jason rises from the dead again.
-The Cajuns won the explosiveness battle, but lost the efficiency battle by a 12% margin...but had one....more...scoring opportunity that put them over the top.

pbp by #CFBDATA

Wow Mizzou. Going -3 in turnovers and you still give a post game win expectancy of 83%. That's what happens when you have +10 SR advantage, you win the explosiveness battle, and you score points when you have a scoring opportunity. #CFBDATA

CFB_Geek's tweet image. Wow Mizzou. Going -3 in turnovers and you still give a post game win expectancy of 83%. That's what happens when you have +10 SR advantage, you win the explosiveness battle, and you score points when you have a scoring opportunity. #CFBDATA

When Coach Saban said we have to do a better job on 3rd down defense...he's not joking. And it's not just on 3rd and short situations. Could be worse....could be giving up 12 yards per play like A&M....but I think Mac and Metchie had something to do with that. #cfbdata

rollstatsroll's tweet image. When Coach Saban said we have to do a better job on 3rd down defense...he's not joking. And it's not just on 3rd and short situations. 

Could be worse....could be giving up 12 yards per play like A&M....but I think Mac and Metchie had something to do with that. #cfbdata

K-State 38, OU 35 "How...in the world is Kansas State winning this game?" -Let's see, hold on to the ball and force TO's....check. Win the field position battle by +14 yards...check. Finish drives inside the 40 yard line...check. Guess that solves that then. pbp by #CFBDATA

CFB_Geek's tweet image. K-State 38, OU 35
"How...in the world is Kansas State winning this game?"
-Let's see, hold on to the ball and force TO's....check. Win the field position battle by +14 yards...check. Finish drives inside the 40 yard line...check.

Guess that solves that then. pbp by #CFBDATA

Georgia 37, Ark 10 -It wasn't pretty offensively, but UGA fans will take it. They had a ridiculous field position advantage. -Gotta get that offense squared away before next week against Auburn. pbp by #CFBDATA

CFB_Geek's tweet image. Georgia 37, Ark 10
-It wasn't pretty offensively, but UGA fans will take it. They had a ridiculous field position advantage. 
-Gotta get that offense squared away before next week against Auburn. pbp by #CFBDATA

2020 #CFB Team Scoring Luck Started w/ @ConorMcQ5's predicted drive points idea, iterated a couple models and compared predicted to actual scores. Right side: Lucky offense Top half: Lucky defense #CFBData

GJMcClintock's tweet image. 2020 #CFB Team Scoring Luck

Started w/ @ConorMcQ5's predicted drive points idea, iterated a couple models and compared predicted to actual scores.

Right side: Lucky offense
Top half: Lucky defense

#CFBData

Tennessee 35, Missouri 12 -Tennessee controlled the LOS. OL was responsible for 2.87 line yards with a 51% Rushing SR. -Mizzou had some scoring opportunities, but if you kick two field goals, get one TD, and turn the ball over, you're asking to get beat. pbp by #CFBDATA

CFB_Geek's tweet image. Tennessee 35, Missouri 12
-Tennessee controlled the LOS. OL was responsible for 2.87 line yards with a 51% Rushing SR.
-Mizzou had some scoring opportunities, but if you kick two field goals, get one TD, and turn the ball over, you're asking to get beat. pbp by #CFBDATA

Texas A&M 17, Vandy 12 -Someone needs to take that 4th quarter tape and burn it. -Vandy had the field position advantage by a country mile and squandered their opportunities inside the 40. That won't get it done against a Top 10 team. pbp by #CFBDATA

CFB_Geek's tweet image. Texas A&M 17, Vandy 12
-Someone needs to take that 4th quarter tape and burn it.
-Vandy had the field position advantage by a country mile and squandered their opportunities inside the 40. That won't get it done against a Top 10 team.
pbp by #CFBDATA

BYU 45, Louisiana Tech 14 -Through three games, BYU is pretty darn good. Ruthless efficiency. The only thing they didn't do well was on Passing Downs. pbp by #CFBDATA

CFB_Geek's tweet image. BYU 45, Louisiana Tech 14
-Through three games, BYU is pretty darn good. Ruthless efficiency. The only thing they didn't do well was on Passing Downs.
pbp by #CFBDATA

Tulsa 34, UCF 26 -Wow. Talk about a change in the second half for Tulsa. -3rd quarter was a disaster for the Knights. pbp by #CFBDATA

CFB_Geek's tweet image. Tulsa 34, UCF 26
-Wow. Talk about a change in the second half for Tulsa.
-3rd quarter was a disaster for the Knights.
pbp by #CFBDATA

Just found out the gameonpaper.com website has data for games all the way back to 2002!!! This website just gets better and better! #UVAnalytics #CFBData

TheCoachEdwards's tweet image. Just found out the gameonpaper.com website has data for games all the way back to 2002!!! This website just gets better and better! #UVAnalytics #CFBData

SEC QB's by Passing Success Rate: Trask, Guarantano, and Mac Jones stood out. The biggest surprise was Stetson Bennett out of UGA. Didn't have the best YPA, but the offense stayed ahead of schedule when he was asked to throw it. #CFBDATA

CFB_Geek's tweet image. SEC QB's by Passing Success Rate:

Trask, Guarantano, and Mac Jones stood out. The biggest surprise was Stetson Bennett out of UGA. Didn't have the best YPA, but the offense stayed ahead of schedule when he was asked to throw it.

#CFBDATA

Alabama 52, Tex A&M 24 -Dude. 9.8 YPP for Bama. And that's with a bad 3rd quarter. -A&M had multiple chances to score...but when you don't put it in the endzone...well... -47% Passing Explosiveness from Mac Jones. Insane. pbp by #CFBDATA

CFB_Geek's tweet image. Alabama 52, Tex A&M 24
-Dude. 9.8 YPP for Bama. And that's with a bad 3rd quarter.
-A&M had multiple chances to score...but when you don't put it in the endzone...well...
-47% Passing Explosiveness from Mac Jones. Insane.
pbp by #CFBDATA

Alabama 38, Mizzou 19 -The Tide started out fast and put it in cruise control. -Mac Jones struggled in Passing Down situations last year (33%), and was efficient against an experienced Mizzou defense. pbp by #CFBDATA

CFB_Geek's tweet image. Alabama 38, Mizzou 19
-The Tide started out fast and put it in cruise control.
-Mac Jones struggled in Passing Down situations last year (33%), and was efficient against an experienced Mizzou defense.
pbp by #CFBDATA

CFB Week 1: - Navy should probably have some contact practice here soon - Grant Wells Heisman favorite obviously #CFBData

s_carnahan6's tweet image. CFB Week 1:
- Navy should probably have some contact practice here soon
- Grant Wells Heisman favorite obviously

#CFBData

2nd game of the night was a little more interesting as Southern Miss entered a big favorite and fell by double digits to South Alabama. Jalen Tolbert led the way with +15 EPA for USA. collegefootballdata.com/boxscore/40120… #CFBDATA

CFB_Data's tweet image. 2nd game of the night was a little more interesting as Southern Miss entered a big favorite and fell by double digits to South Alabama.

Jalen Tolbert led the way with +15 EPA for USA.

collegefootballdata.com/boxscore/40120…

#CFBDATA

chart time y'all. -More teams!!!!! Welcome to the party SEC. -BYU...lol. -If Pitt/UGA/OSU/Cincy gets a consistent offense to go with that defense, they might be alright. -Florida and Ole Miss channeling their inner B12. -USF....um... #CFBDATA

CFB_Geek's tweet image. chart time y'all.

-More teams!!!!! Welcome to the party SEC.
-BYU...lol.
-If Pitt/UGA/OSU/Cincy gets a consistent offense to go with that defense, they might be alright.
-Florida and Ole Miss channeling their inner B12.
-USF....um...

#CFBDATA

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