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Brian Fremeau

@bcfremeau.bsky.social
5.1K followers 340 following 632 posts

College football possession efficiency, FEI ratings, and data visualization enthusiast. Post an interesting chart, I'm probably going to like it. Post a college football dataviz, hello new best friend. www.bcftoys.com

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Brian Fremeau @bcfremeau.bsky.social · 16h
THIS IS NOT A DRILL
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Brian Fremeau @bcfremeau.bsky.social · 09/10/2026
subscribe to Chris's newsletter while you're at it: blessyourchart.substack.com
blessyourchart.substack.com
Bless your chart | Chris Gallo | Substack
Bless your chart is a weekly publication about college sports. Every post includes at least one data visualization. Click to read Bless your chart, by Chris Gallo, a Substack publication with hundreds...
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Brian Fremeau @bcfremeau.bsky.social · 09/10/2026
Stark visualizations of the teams that have distanced themselves most from their conference brethren
screenshot of "CFB TEXT 2026 Ratings Trend" webpage, displaying Sun Belt team rankings and James Madison far ahead of the rest of the pack
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Brian Fremeau @bcfremeau.bsky.social · 09/10/2026
oh dear
screenshot of "CFB TXT 2026 Rating Trends" page with P4+Notre Dame teams visualized and Stanford trendline highlighted
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Brian Fremeau @bcfremeau.bsky.social · 09/10/2026
Checking out @heycg.bsky.social's new "Ratings Trends" tracker, nice at-a-glance interface and visuals: cfbtxt.com/ratings/tren...
screenshot of "CFB TXT 2026 Ratings Trends" webpage featuring line chart detailing ranking changes over the course of the season for SEC teams
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Brian Fremeau @bcfremeau.bsky.social · 06/10/2026
Updated chart through Week 5 game data, the trend continues: 23.5 total possessions per FBS game in 2026
Chart titled "Possessions Per FBS vs FBS Game"; a line chart illustrating the average number of possessions per game from 2007 to 2026; the average for all games played in a season is featured prominently, and the average for games played through Week 5 is provided as well; 2026 data through Week 5 is highlighted
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Brian Fremeau @bcfremeau.bsky.social · 06/10/2026
Introducing a new FEI data cut today: Game rating standard deviations pages include average game percentile ratings (i.e. how well have you played) and standard deviations (i.e. how consistently have you played) for each team's opp-adjusted game ratings (Overall, Off, Def, ST): bcftoys.com/2026-grs
bcftoys.com
2026 GR Standard Deviations — BCF Toys
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Brian Fremeau @bcfremeau.bsky.social · 05/10/2026
Most negative FEI ratings change from preseason: -.50 Western Kentucky -.47 Sacramento St -.47 Old Dominion -.42 UTEP -.39 Wyoming -.37 Rutgers -.36 Michigan -.36 Hawaii -.35 Navy -.34 Oregon
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Brian Fremeau @bcfremeau.bsky.social · 05/10/2026
Most positive FEI ratings change from preseason: +.67 NDSU +.61 New Mexico +.55 Georgia St +.47 Northwestern +.43 UMass +.42 UCLA +.41 Boise St +.40 Mississippi St +.37 Wisconsin +.36 Oregon St
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Brian Fremeau @bcfremeau.bsky.social · 05/10/2026
Testing a new average game rating data page this week, FYI: bcftoys.com/2026-grs
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Brian Fremeau @bcfremeau.bsky.social · 05/10/2026
FEI ratings, supporting stats, and F+ ratings have been updated through Week 5 results, and FEI Week 6 game projections are up: bcftoys.com Preseason projection weights: 54% for teams that have played 3 FBS opponents; 43% (4 FBS opps); 33% (5 FBS opps); 25% (6 FBS opps)
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Brian Fremeau @bcfremeau.bsky.social · 04/10/2026
SMU booted a 50-yard punt on 4th-and-50 against Boston College yesterday.
Play-by-play detail in the SMU-BC game on 10/3/26.
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Brian Fremeau @bcfremeau.bsky.social · 29/09/2026
Not yet... but I think I will soon! Next 15: 11. LSU 12. Boise St 13. Mississippi St 14. Northwestern 15. Penn St 16. USC 17. Tennessee 18. Nebraska 19. Pittsburgh 20. Kansas St 21. UCLA 22. Wisconsin 23. Iowa 24. Iowa St 25. Oregon
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Brian Fremeau @bcfremeau.bsky.social · 29/09/2026
Average FEI game ratings through Week 4 ("How have you played to date?" considering game possession efficiency results and current opponent ratings): 1. Georgia 2. Utah 3. Notre Dame 4. Miami 5. Texas 6. Alabama 7. Florida 8. Ohio State 9. Indiana 10. BYU bcftoys.com/2026-gr
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Brian Fremeau @bcfremeau.bsky.social · 29/09/2026
I love everything about this animation and I want to "watch" every drive summary in every game this way.
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Brian Fremeau @bcfremeau.bsky.social · 28/09/2026
We are here
Chart series titled "Weekly FEI Ratings Correlation to Final Ratings"; a series of scatterplots detailing the relationship between weekly FEI ratings (Weeks 0, 4, 8, 12, 16, and 20) and final FEI ratings, 2022 to 2025
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Brian Fremeau @bcfremeau.bsky.social · 28/09/2026
FEI ratings, supporting stats, and F+ ratings have been updated through Week 4 results, and FEI Week 5 game projections are up: bcftoys.com Preseason projection weights: 67% for teams that have played 2 FBS opponents; 54% (3 FBS opps); 43% (4 FBS opps); 33% (5 FBS opps)
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Brian Fremeau @bcfremeau.bsky.social · 28/09/2026
Love a deep dive into a football counting statistic that leaves me wondering whether everything else counted has been counted correctly.
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Brian Fremeau @bcfremeau.bsky.social · 26/09/2026
The greatest baseball game I ever attended was a Bananaball game and it hadn’t even started yet.
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Brian Fremeau @bcfremeau.bsky.social · 25/09/2026
I don’t think new metrics are a problem in and of themselves, but I’m not convinced that the committee will fully understand what they are and what they mean. www.espn.com/contributor/...
espn.com
The CFP selection committee will incorporate another data... - ESPN
Read the breaking news story from the ESPN contributor Heather Dinich
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Brian Fremeau @bcfremeau.bsky.social · 22/09/2026
Interesting. By “full schedules”, you mean you’re including games not yet played? Are you using an expected result or something for those games?
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Brian Fremeau @bcfremeau.bsky.social · 22/09/2026
bsky.app/profile/bcfr...
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Brian Fremeau @bcfremeau.bsky.social · 22/09/2026
Alternatively, we could just take each team's average game rating (preseason projections are still baked in to the opp adjustments, but this isolates "how have you played to date"): 1. Utah 2. Georgia 3. Notre Dame 4. Texas 5. Indiana 6. Miami 7. Kansas St 8. Alabama 9. Northwestern 10. Penn St
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Brian Fremeau @bcfremeau.bsky.social · 22/09/2026
There are a couple of ways to work this out. If we ignored preseason projection data altogether, FEI ratings would be wildly different in spots: (1/??) 1. Notre Dame 2. Utah 3. Georgia 4. Penn St 5. Mississippi St 6. Florida 7. Texas 8. South Carolina 9. Pittsburgh 10. Kansas St
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Brian Fremeau @bcfremeau.bsky.social · 22/09/2026
Top 5 units on offense, defense, and special teams
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Brian Fremeau @bcfremeau.bsky.social · 22/09/2026
FEI ratings, supporting stats, and F+ ratings have been updated through Week 3 results, and FEI Week 4 game projections are up: bcftoys.com Preseason projection weights: 82% for teams that have played 1 FBS opponent; 67% (2 FBS opps); 54% (3 FBS opps); 43% (4 FBS opps)
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Brian Fremeau @bcfremeau.bsky.social · 16/09/2026
Excellent work all around, but especially great from a data storytelling and user interface perspective, kudos @emilygiam.bsky.social @yurikoschumacher.bsky.social
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Brian Fremeau @bcfremeau.bsky.social · 15/09/2026
I don’t have pre-2007 game possessions in my data set, but I think it’s notable that the biggest shift in the chart was from 2007 to 2008 — the clock prior to ‘08 stopped on all out-of-bounds plays until the next snap. I suspect years 2007 and prior had way more possessions as a result.
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Brian Fremeau @bcfremeau.bsky.social · 15/09/2026
I'm hesitant to reduce it to *less* or *worse* football, though it is certainly *different* football than the "peak tempo" era. I wrote a bit about it in the offseason here: bcftoys.com/whiteboard/c... Also see: www.espn.com/college-foot... And: www.nytimes.com/athletic/748...
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Brian Fremeau @bcfremeau.bsky.social · 15/09/2026
The 2026 season is very young (only 100 FBS vs FBS games through Week 2), but the average number of possessions per game continues to trend downward.
Chart titled "Possessions Per FBS vs FBS Game"; a line chart illustrating the average number of possessions per game from 2007 to 2026; the average for all games played in a season is featured prominently, and the average for games played through Week 2 is provided as well; 2026 data through Week 2 is highlighted
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Brian Fremeau @bcfremeau.bsky.social · 14/09/2026
Most positive change in FEI rating from preseason FEI through Week 2: +.36 UMass +.36 NDSU +.26 Mississippi St +.26 USC +.24 Nevada Most negative change: -.45 Oregon -.44 Rutgers -.31 WKU -.31 Clemson -.22 CMU
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Brian Fremeau @bcfremeau.bsky.social · 14/09/2026
FEI ratings, supporting stats, and F+ ratings (combining FEI and SP+) have been updated through Week 2 results, and FEI Week 3 game projections are up: bcftoys.com Preseason projection weights: 100% for teams that have played 0 FBS opponents; 82% (1 FBS opp); 67% (2 FBS opps); 54% (3 FBS opps)
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Brian Fremeau @bcfremeau.bsky.social · 11/09/2026
Keys to the game
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Brian Fremeau @bcfremeau.bsky.social · 09/09/2026
As far as my ratings calculations are concerned, the biggest difference between 13-12 and 12-7 isn't going to show up in FEI, it's going to show up in strength of record.
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Brian Fremeau @bcfremeau.bsky.social · 09/09/2026
FEI ratings, supporting stats, and F+ ratings (combining FEI and SP+) have been updated through Week 1 results, and FEI Week 2 game projections are up: bcftoys.com
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Brian Fremeau @bcfremeau.bsky.social · 08/09/2026
Sources… bcftoys.com/whiteboard/s...
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Brian Fremeau @bcfremeau.bsky.social · 08/09/2026
Close call
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Brian Fremeau @bcfremeau.bsky.social · 08/09/2026
Thinking this through... so an off-field official watching the telecast would make the decision and tell the field crew to just reverse something "egregious" in real time?
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Brian Fremeau @bcfremeau.bsky.social · 08/09/2026
What does "we will not have instant replay unless there is something egregious" mean
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Brian Fremeau @bcfremeau.bsky.social · 08/09/2026
Lay down the chains and just figure out what down it is based on vibes.
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Brian Fremeau @bcfremeau.bsky.social · 08/09/2026
And no scoreboard or clock!
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Brian Fremeau @bcfremeau.bsky.social · 08/09/2026
This power outage delay is pretty wild, but it's important to remember that one of these ACC teams plays a different number of conference games this year than the other team.
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Brian Fremeau @bcfremeau.bsky.social · 08/09/2026
ACC tiebreakers are getting weirder.
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Brian Fremeau @bcfremeau.bsky.social · 07/09/2026
Irish had three offensive possessions in the entire second half and won the half 28-3.
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Brian Fremeau @bcfremeau.bsky.social · 07/09/2026
Notre Dame scored on a pick-six with 8:52 left in the third quarter to take a 27-10 lead. Wisconsin had possession only twice (field goal, punt) over the next 22 minutes.
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Brian Fremeau @bcfremeau.bsky.social · 07/09/2026
PUNT OF THE DECADE
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Brian Fremeau @bcfremeau.bsky.social · 04/09/2026
bcftoys.com/massachusetts
UMass FEI ratings history table
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Brian Fremeau @bcfremeau.bsky.social · 04/09/2026
static.klipy.com
Took That Personally
ALT: Took That Personally
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Brian Fremeau @bcfremeau.bsky.social · 03/09/2026
Checking out this very cool new(?) college football analytics site, and not just because the guy responsible (I don’t think he’s on the app) did a deep dive analysis of my game splits data: all-takes.com/college-foot...
all-takes.com
What the Final Score Misses | All Takes
How Brian Fremeau’s possession efficiency numbers change the way we assign credit for a football result.
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Brian Fremeau @bcfremeau.bsky.social · 02/09/2026
Was that offensive drive a two-and-out or a three-and-out? Did they gain one yard or six yards? College football data work starts with collecting and combing game information from trusted sources that aren't always in alignment, and making choices and tradeoffs about what to keep or discard.
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