American football, for people who have never watched it.
Every argument on this site is about NFL football, and many of you watch from countries where "football" means a different game. This page gives you just enough of this one to follow the arguments and the data. The numbers themselves are on the episode pages.
The game in one minute
Two teams have 11 players each on the field. One team has the ball, the offense, and tries to move it down a field 100 yards long and into the end zone, a 10-yard area at the far end. The other team, the defense, tries to stop it. When the offense scores or loses the ball, the teams swap roles.
A game is four quarters of 15 minutes of game clock. The clock stops often, for incomplete passes, timeouts, scores, and more, so a game takes about three hours in real time. Halftime comes after the second quarter. A game tied after four quarters goes to overtime.
Plays and downs
The game is a series of separate plays. Each starts with a snap, when the ball is passed back from the ground to start the action, and ends a few seconds later. Between the two teams, a game has about 130 to 160 plays, counting kicks.
The offense gets four tries, called downs, to gain 10 yards. If it gains them, it gets a new first down and four more tries for the next 10 yards. If it falls short after four tries, the ball goes to the other team where the last play ended. The spot where a play starts is the line of scrimmage. The spot the offense has to reach is the line to gain.
Fans say a down as two numbers. "Third and 2" means third down, with 2 yards to go to the line to gain. When the line to gain would be past the goal line, the yards to go are the yards to the end zone, and the down is "goal to go," as in "first and goal."
On fourth down most teams do not use the last try. They punt, kicking the ball far down the field, or, when close enough, kick a field goal. Trying for the yards instead is called going for it. Whether coaches should do it more often is episode 5's argument, "Coaches are cowards on fourth down."
A play ends when the ball carrier is tackled to the ground or goes out of bounds, when a pass hits the ground without a catch, or when someone scores. Each play is one row in the data.
Sometimes the two teams switch roles in the middle of a play. The defense takes the ball, becomes the offense at once, and can run the other way with it before the play ends. These are turnovers, and there are three kinds.
posteam is the other team.A drive, start to finish
A drive is one team's run of plays with the ball, from where it gets it to where it gives it up or scores. Here are two made-up drives, play by play, with the ball's path on the field above each. The team starts at its own 25-yard line, where a kickoff usually leaves it, and moves to the right.
Drive A
| Play | Down, distance, and spot | What happened | Result |
|---|---|---|---|
| 1 | 1st and 10 at its own 25 | A run gains 4 yards. | 2nd and 6 at the 29. |
| 2 | 2nd and 6 at the 29 | A short pass gains 3. | 3rd and 3 at the 32. |
| 3 | 3rd and 3 at the 32 | A run gains 5, past the line to gain. | First down at the 37. |
| 4 | 1st and 10 at the 37 | A pass gains 12. | First down at the 49. |
| 5 | 1st and 10 at the 49 | A run gains 2, across midfield. | 2nd and 8 at the other team's 49. |
| 6 | 2nd and 8 at the other team's 49 | A pass falls incomplete. | 3rd and 8, same spot. |
| 7 | 3rd and 8 at the 49 | A pass gains 4, short of the line to gain. | 4th and 4 at the 45. |
| 8 | 4th and 4 at the 45 | Too far from the posts for a field goal, so the team punts. | The other team's offense takes over at its own 10. |
Drive B
| Play | Down, distance, and spot | What happened | Result |
|---|---|---|---|
| 1 | 1st and 10 at its own 30 | A pass gains 15. | First down at the 45. |
| 2 | 1st and 10 at the 45 | A run gains 6. | 2nd and 4 at the other team's 49. |
| 3 | 2nd and 4 at the 49 | A pass gains 19. | First down at the 30. |
| 4 | 1st and 10 at the 30 | A run gains 1. | 2nd and 9 at the 29. |
| 5 | 2nd and 9 at the 29 | A pass falls incomplete. | 3rd and 9, same spot. |
| 6 | 3rd and 9 at the 29 | A run loses 1. | 4th and 10 at the 30. |
| 7 | 4th and 10 at the 30 | A field goal try from the 30: 47 yards. | Made: 3 points, then a kickoff. Missed: the other team takes over at its own 37. |
In the data a drive is just its rows in order, with the down, ydstogo, and yardline_100 columns moving from one row to the next. The agent never looks at a drive as a whole in episodes 1 and 2. It counts plays.
Runs and passes
Every play from the offense starts when the center, the player in the middle of the line, snaps the ball to the quarterback. Then the offense has two choices.
Episode 1 tested "You have to establish the run": the belief that a team that runs the ball a lot early in a game goes on to win. To measure it, the site uses rush share, a team's runs divided by its runs plus passes. A team that ran 30 times and passed 30 times has a rush share of 50 percent.
Where the quarterback stands
The quarterback takes the snap from one of two places. Under center, he stands right behind the center, hands under him, and the ball comes straight back into them. In the shotgun, he stands a few yards back and the ball is snapped to him through the air. The data has one column for this, named shotgun: 1 for shotgun and 0 otherwise. It is the only detail the data carries about where anyone lined up.
Under center
shotgun is 0.Shotgun
shotgun is 1.The tush push
With a yard or less to go, a team often calls a quarterback sneak. The quarterback takes the snap under center and pushes straight ahead behind the center.
The tush push is a sneak with teammates lined up behind the quarterback who push him forward. The Philadelphia Eagles made it famous, and fans also call it the brotherly shove, after Philadelphia's nickname, the City of Brotherly Love. In May 2025 the team owners voted on a proposal to ban it: 22 for and 10 against. A rule change needs 24 of the 32 votes, so the ban failed and the play stayed legal.
The play-by-play descriptions never name it, and that is episode 2's whole problem. The agent has to define the play from the columns it has: who carried the ball, the yards to go, shotgun or not, and the down. No column says who pushed. Five definitions shows which parts of a fan's definition the data can see.
Converting
A short-yardage play is one with a yard or two to go. On such a play, converted means the play gained the first down or scored a touchdown. The conversion rate is converted plays divided by plays, so 70 conversions in 100 plays is a rate of 70 percent.
To compare two groups of plays, the site subtracts one group's rate from the other's and calls the result the gap, in points. Here "points" means percentage points: a rate of 70 percent against a rate of 60 percent is a gap of 10 points. That is not a gap of 10 percent, since 10 is one sixth of 60.
The episode pages draw every comparison the same way. Here is episode 2's main one, read from its five-season sheet:
81.6% is the defined play, the tush push as the agent wrote it down, in 1,412 plays from 2021 through 2025. 71.5% is every other rush with one yard or less to go, 6,147 plays. The hatched band between them is the gap, 10.1 points. The scale runs from 0 to 100 percent, with a tick every 10.
Kicking
Episode 3 takes on "Kickers are too good now." Four kinds of kick come up.
The season
The NFL has 32 teams. Each plays 17 regular-season games over 18 weeks, with one week off, from September to early January. Then 14 teams, seven from each of the league's two conferences, play a knockout tournament, the playoffs, which ends with the Super Bowl in February. A season is named for the year it starts, so the 2025 season's Super Bowl was played in February 2026.
week column counts them. Each team plays 17 of the 18 regular-season weeks and sits out one. The blue weeks are the playoff rounds, and the yellow one is the Super Bowl. The months are approximate: the season opens the week after Labor Day.The site's data holds the seasons 2021 to 2025, all complete, and the 2026 season so far. The 2026 numbers change as games are played. The week column is the schedule week: 1 to 18 in the regular season, and 19 to 22 for the four rounds of the playoffs. The season_type column says regular season or playoffs, and the agent can filter on it.
Who is who
shotgun column.Offense
Defense
Special teams
The units on the field for kicks: kickoffs, punts, field goals, and extra points. They are mostly backups and specialists, and a game has 20 or so of their plays.
Coaches and officials
The data, in one row
The nflverse project publishes every NFL play as one row with 372 columns. Each episode keeps only the columns its question needs, 18 in episode 1 and 31 in episode 2, and none of the betting columns. Here is one real row from episode 2's file, with 17 of its 31 columns: the Eagles at the Kansas City Chiefs, week 2 of the 2025 regular season.
| Column | Value | What it says |
|---|---|---|
season | 2025 | The season, named for the year it started. |
season_type | REG | Regular season, not playoffs. |
week | 2 | The schedule week. |
home_team | KC | The home team, the Chiefs. |
away_team | PHI | The visiting team, the Eagles. |
posteam | PHI | The team with the ball. |
qtr | 1 | The first quarter. |
down | 3 | Third down. |
ydstogo | 1 | One yard to go: third and 1. |
yardline_100 | 43 | Yards from the end zone the offense is going for. |
shotgun | 0 | Not shotgun: the quarterback was under center. |
play_type | run | A run, not a pass. |
rusher_player_name | J.Hurts | Who carried the ball: Jalen Hurts, the Eagles' quarterback. |
yards_gained | 2 | Two yards, one more than he needed. |
first_down | 1 | The play gained a first down, so it converted. |
touchdown | 0 | No score. |
desc | (3:44) 1-J.Hurts up the middle to KC 41 for 2 yards (35-J.Watson; 27-C.Conner). | The game clock, the player's jersey number and name, where he ran, where the ball ended up, and, in parentheses, the defenders who made the tackle. |
Read across, the row says: third and 1 at the Chiefs' 43-yard line, the quarterback under center ran up the middle for 2 yards and a first down. That fits every clause of episode 2's definition. Nothing in the row says whether teammates pushed him.
Glossary
The words above, in one place, as this site uses them, grouped by topic and alphabetical inside each group. The episode pages have their own lists for the words each count uses.
The field and the clock
yardline_100 column counts from the end zone the offense is going for.Downs and plays
down column holds 1 to 4.first_down column is 1 when it did.goal_to_go column is 1.ydstogo.Runs, passes, and where the quarterback stands
shotgun is 1.shotgun is 0.Scoring and kicking
People
The season and the data
season_type is POST.season_type is REG.Where to go next
The series page lists all eight arguments. Episode 1 tests "You have to establish the run," and episode 2 defines the tush push before it judges it. Every play comes from nflverse, published under a CC BY 4.0 license.