First Quarter Scoring Script

Overview

This pillar analyzes a college football team's performance on their first 15 offensive plays. It identifies coaches who consistently script successful opening drives, creating an edge in early-game markets.

What It Does

The model processes play-by-play data from a team's recent games, focusing exclusively on the initial scripted plays. It calculates an overall 'Script Success Rate' by measuring factors like yards per play, first down conversions, and scoring frequency within this opening window. This is then compared against the team's normal offensive performance to isolate the script's specific impact.

Why It Matters

A coach's opening script is one of the most controlled elements of a football game, revealing their preparation and strategic intent. By quantifying this, the pillar provides a strong predictive signal for first quarter and first half outcomes before in-game chaos and adjustments take over.

How It Works

First, the system ingests play-by-play data for the first 15 offensive plays of a team's past several games. It then calculates a success rate for each play based on down and distance. These individual play ratings are aggregated into a game-level Script Score, which is then weighted by the quality of the opposing defense to create a final predictive rating.

Methodology

The core metric is 'Script Success Rate', calculated over a rolling 8-game window. A play is deemed successful if it gains 50% of necessary yards on 1st down, 70% on 2nd down, or 100% on 3rd or 4th down. The final rating adjusts for opponent defensive efficiency in first quarters, using data from advanced sports analytics sources.

Edge & Advantage

This provides a data-driven edge by focusing on a coach's preparation, a factor that is often discussed qualitatively but rarely measured quantitatively for trading markets.

Key Indicators

• Script Success Rate

  high

  The percentage of the first 15 offensive plays that result in a successful outcome, based on down and distance.

• Opening Drive Score %

  high

  The historical frequency a team scores a touchdown or field goal on their first possession.

• 1st Quarter Points Per Drive

  medium

  The average number of points a team scores per offensive drive in the first quarter.

Data Sources

• College Football Data API

  Provides historical and live play-by-play data for NCAA football games.

• Sports-Reference CFB

  Source for team and opponent historical statistics and game logs.

Example Questions This Pillar Answers

• → Will Ohio State score a touchdown on their opening drive against Michigan?
• → Will the 1st quarter total points in the Alabama vs. Georgia game be Over/Under 14.5?
• → Will USC have the lead against Oregon at the end of the first quarter?

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