10years
2016 through 2025 · regular seasonYour research, securely connected.
Sign in to access the AWS workspace and its authorized datasets.
THE RESEARCH WORKSPACE
From prospect to performance.
Connect Combine potential to what happens on the field.
NFL BIG DATA BOWL 2027
What makes a
prospect succeed?
Explore ten seasons of player outcomes. Test what Combine measurements and draft position add to the story.
Explore the research plan ↗Measure. Compare. Explain.
Study at a glance
Awaiting workspace data—
Loading database status—
Source-attributed measurements—
Evaluated model outputsA CLEAR PATH FORWARD
LoadingYour research workflow
Athleticism is a start.
What does it predict?
Does measured prospect athleticism improve our estimate of rookie-season production beyond position, size, and draft capital?
PRIMARY OUTCOMERookie regular-season fantasy points
Explore model comparisons ↗Fixed half-PPR offense and an explicit individual-defense benchmark.
HISTORICAL FOUNDATION
Data coverage →Ten seasons. One consistent benchmark.
Verified Partial PendingA season is verified only after collection and reconciliation.
THE EVIDENCE LAYER
Data & sources
Every result starts with coverage, provenance, and a common definition.
SOURCE CATALOG
Different views of player impact
Collection & processing
Jobs run with the configuration and permissions of this workspace.
Recent jobs
Scoring benchmarks
AWS workspace
BrowserResearch dashboard
↓API + authenticated jobsControlled workflow execution
↓Private storage + analysisSource snapshots and results
Architecture is a deployment plan until an AWS connection is verified. Source authorization remains separate.
PROSPECTS, IN CONTEXT
Player explorer
Inspect measurements, outcomes, and the evidence behind each player.
TEST THE INCREMENTAL VALUE
Experiments
Compare useful baselines before drawing a bigger conclusion.
Prospect profile
Position, size, and available pre-draft characteristics.
What can the basics explain?Add athleticism
Speed, strength, explosiveness, and change of direction.
Do measurements add signal?Add draft capital
Round and overall pick capture a separate decision-stage signal.
What did NFL teams already know?Add tracking
Competition movement features, subject to cohort and data availability.
What does the trajectory reveal?Results & comparison
Chronological evaluationPredictive evidence is not a causal explanation.
Use equal follow-up windows, include unsuccessful prospects, and keep career outcomes out of pre-draft inputs. IDP production is different from overall defensive quality.
MAKE THE REASONING VISIBLE
Research notes
Capture hypotheses, findings, and questions for your submission.
◉ Notes stay in this browser on this device. Export a copy to keep or share them.