The state of NFL analytics: It's more than going for it on 4th down
Analytics departments across the NFL have moved way beyond, "So, should we go for it on fourth down this time?" But where exactly are they, and where are they headed? Robert Mays and Sam Schwartzstein, analytics expert for Amazon's NFL broadcasts, dive into those questions on this episode of The Athletic Football Show.
Follow Robert on Twitter: @robertmays
Follow Sam on Twitter: @schwartzsteins
Subscribe to The Athletic Football Show...
This episode is sponsored by BetterHelp. Give online therapy a try at betterhelp.com/MAYS and get on your way to being your best self.
The Football 100, the definitive ranking of the NFL’s best 100 players of all time, goes on sale this fall. Pre-order it here.
Hosted on Acast. See acast.com/privacy for more information.
More description
Analytics departments across the NFL have moved way beyond, "So, should we go for it on fourth down this time?" But where exactly are they, and where are they headed? Robert Mays and Sam Schwartzstein, analytics expert for Amazon's NFL broadcasts, dive into those questions on this episode of The Athletic Football Show.
Follow Robert on Twitter: @robertmays
Follow Sam on Twitter: @schwartzsteins
Subscribe to The Athletic Football Show...
This episode is sponsored by BetterHelp. Give online therapy a try at betterhelp.com/MAYS and get on your way to being your best self.
The Football 100, the definitive ranking of the NFL’s best 100 players of all time, goes on sale this fall. Pre-order it here.
Hosted on Acast. See acast.com/privacy for more information.
Listen elsewhere
Available Results
Generated results are saved to your library for reuse and search.
Choose Template
Pick the result you want. You can review provider and model before generating.
A concise first-pass summary for understanding the episode quickly.
A comprehensive, source-grounded extraction of the reusable knowledge in an episode.
Chronologies, actors, causes, consequences, turning points, and competing historical interpretations.
A navigable map of subjects, topic flow, and suggested chapters.
A dedicated inventory of concrete resources named in the episode.
A detailed readable summary organized by chapter or topic.
A concise first-pass summary for understanding the episode quickly.
A detailed readable summary organized by chapter or topic.
A navigable map of subjects, topic flow, and suggested chapters.
A comprehensive, source-grounded extraction of the reusable knowledge in an episode.
Reusable atomic knowledge units extracted from the episode.
A comprehensive extraction focused on health practices, protocols, claims, and safety caveats.
A comprehensive extraction focused on opportunities, strategy, markets, and company building.
Explicit actions, next steps, habits, recommendations, and things to avoid.
A dedicated inventory of concrete resources named in the episode.
A dedicated analysis of warnings, limitations, trade-offs, weak evidence, and uncertainty.
A concise first-pass summary for understanding the episode quickly.
A detailed readable summary organized by chapter or topic.
A navigable map of subjects, topic flow, and suggested chapters.
A comprehensive, source-grounded extraction of the reusable knowledge in an episode.
Reusable atomic knowledge units extracted from the episode.
A comprehensive extraction focused on health practices, protocols, claims, and safety caveats.
A comprehensive extraction focused on opportunities, strategy, markets, and company building.
Scientific findings, mechanisms, studies, hypotheses, and the limits of the evidence discussed.
Technologies, AI models, technical methods, capabilities, limitations, and adoption implications.
Investment theses, assets, catalysts, valuation reasoning, time horizons, and risks.
Chronologies, actors, causes, consequences, turning points, and competing historical interpretations.
Policies, proposals, stakeholders, arguments, implementation constraints, and predicted effects.
Career paths, skills, hiring signals, workplace decisions, transitions, and limitations of the advice.
Behavioral mechanisms, biases, motivation, habits, emotions, interventions, and evidence limitations.
Economic mechanisms, incentives, indicators, market structure, forecasts, and uncertainty.
Leadership principles, team systems, organizational design, culture, feedback, and failure modes.
Audience, positioning, messaging, acquisition, retention, experiments, metrics, and failed approaches.
Teaching methods, learning strategies, practice, feedback, assessment, and effectiveness evidence.
Theses, premises, arguments, objections, values, thought experiments, and unresolved questions.
Communication patterns, conflict, boundaries, expectations, repair methods, and contextual limitations.
Books, papers, authors, courses, and other learning resources mentioned in the episode.
Repeatable methods, frameworks, mental models, processes, and systems.
Explicit actions, next steps, habits, recommendations, and things to avoid.
Memorable statements and important claims with attribution and source context.
A dedicated inventory of concrete resources named in the episode.
A dedicated analysis of warnings, limitations, trade-offs, weak evidence, and uncertainty.