Experimental · Frozen source

Football signals & missing data

566 data points · 31 fields

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17 matches · 1–17 shown. Each record keeps all its stats together. Filters are saved in this page’s address.

nflverse play-by-play

source Class: open_structured_historical
access: published datasets
rights State: review_required
current State: research

Full record · 14 fields

id: nflverse_play_by_play
label: nflverse play-by-play
source Class: open_structured_historical
access: published datasets
rights State: review_required
current State: research
freshness Target Seconds: 86400
history Start Season: 1999
mechanism: Play-level context supports expected-points, efficiency, pace, pass tendency, down-distance, game-script, red-zone, and opponent-strength features.
feature Families: Inspect feature Families (9)
[ "expected_points", "epa", "success_rate", "cpoe", "pace", "neutral_pass_rate", "red_zone_usage", "game_script", "opponent_strength" ]
consumers: Inspect consumers (7)
[ "weekly_projection", "rest_of_season_projection", "redraft", "dynasty", "draft_assistant", "matchup_simulation", "survivor" ]
missingness Policy: Missing plays, fields, and seasons remain explicit; no zero fill for unavailable tracking or participation fields.
temporal Policy: Use only plays with source availability before the prediction cutoff; season-end aggregates cannot be reconstructed into earlier weekly features.
production Influence: false

nflverse weekly player statistics

source Class: open_structured_historical
access: published datasets
rights State: review_required
current State: research

Full record · 14 fields

id: nflverse_weekly_player_stats
label: nflverse weekly player statistics
source Class: open_structured_historical
access: published datasets
rights State: review_required
current State: research
freshness Target Seconds: 86400
history Start Season: 1999
mechanism: Lagged volume, opportunity, efficiency, and fantasy scoring establish player form and role while preserving weekly cutoffs.
feature Families: Inspect feature Families (9)
[ "targets", "receptions", "air_yards", "carries", "touchdowns", "fantasy_points", "rolling_volume", "rolling_efficiency", "role_change" ]
consumers: Inspect consumers (7)
[ "weekly_projection", "rest_of_season_projection", "redraft", "dynasty", "draft_assistant", "waivers", "trades" ]
missingness Policy: No appearance is distinct from an observed zero; active status and roster membership must be joined separately.
temporal Policy: Build rolling features from completed weeks strictly before the forecasted game or decision.
production Influence: false

nflverse participation and snap counts

source Class: open_structured_historical
access: published datasets
rights State: review_required
current State: inventory

Full record · 14 fields

id: nflverse_participation_and_snaps
label: nflverse participation and snap counts
source Class: open_structured_historical
access: published datasets
rights State: review_required
current State: inventory
freshness Target Seconds: 86400
history Start Season: Unavailable (null)
mechanism: Snap, route, alignment, and participation shares measure role before box-score production and separate opportunity from conversion.
feature Families: Inspect feature Families (7)
[ "snap_share", "route_participation", "target_per_route", "backfield_share", "third_down_role", "two_minute_role", "alignment" ]
consumers: Inspect consumers (6)
[ "weekly_projection", "rest_of_season_projection", "redraft", "dynasty", "draft_assistant", "waivers" ]
missingness Policy: Coverage varies by season and field; unsupported fields remain null and lower source confidence.
temporal Policy: Do not use finalized weekly participation before its actual publication time.
production Influence: false

nflverse rosters and player identity

source Class: open_structured_state
access: published datasets
rights State: review_required
current State: research

Full record · 14 fields

id: nflverse_rosters
label: nflverse rosters and player identity
source Class: open_structured_state
access: published datasets
rights State: review_required
current State: research
freshness Target Seconds: 86400
history Start Season: Unavailable (null)
mechanism: Roster, position, team, age, experience, and status anchor canonical identity and opportunity competition.
feature Families: Inspect feature Families (7)
[ "canonical_identity", "age", "experience", "team", "position", "roster_status", "teammate_competition" ]
consumers: Inspect consumers (3)
[ "all_models", "all_human_surfaces", "all_agent_surfaces" ]
missingness Policy: Unresolved or conflicting identity joins fail closed into a review queue.
temporal Policy: Use dated roster snapshots; do not apply a current team retrospectively.
production Influence: false

nflverse injury reports

source Class: open_structured_state
access: published datasets
rights State: review_required
current State: inventory

Full record · 14 fields

id: nflverse_injuries
label: nflverse injury reports
source Class: open_structured_state
access: published datasets
rights State: review_required
current State: inventory
freshness Target Seconds: 21600
history Start Season: Unavailable (null)
mechanism: Practice progression and game status affect active probability, workload distribution, and uncertainty.
feature Families: Inspect feature Families (5)
[ "practice_participation", "game_status", "injury_body_part", "availability_probability", "workload_uncertainty" ]
consumers: Inspect consumers (9)
[ "weekly_projection", "redraft", "dynasty", "draft_assistant", "lineups", "waivers", "trades", "matchup_simulation", "survivor" ]
missingness Policy: No report does not mean healthy; distinguish not reported, not rostered, bye, and observed full participation.
temporal Policy: Retain published, retrieved, effective, and expiration timestamps for every designation.
production Influence: false

nflverse schedules

source Class: open_structured_state
access: published datasets
rights State: review_required
current State: research

Full record · 14 fields

id: nflverse_schedules
label: nflverse schedules
source Class: open_structured_state
access: published datasets
rights State: review_required
current State: research
freshness Target Seconds: 86400
history Start Season: Unavailable (null)
mechanism: Opponent, kickoff, venue, rest, travel, time-zone, international, and short-week context affect opportunity and team environment.
feature Families: Inspect feature Families (9)
[ "opponent", "kickoff", "venue", "rest_days", "travel_distance", "time_zone_shift", "short_week", "international_game", "playoff_schedule" ]
consumers: Inspect consumers (8)
[ "weekly_projection", "rest_of_season_projection", "redraft", "dynasty", "draft_assistant", "lineups", "matchup_simulation", "survivor" ]
missingness Policy: Postponements and flex changes are versioned events; stale kickoff and venue values cannot remain silently active.
temporal Policy: Use the latest schedule snapshot available before the decision cutoff.
production Influence: false

nflverse draft picks and combine

source Class: open_structured_historical
access: published datasets
rights State: review_required
current State: research

Full record · 14 fields

id: nflverse_draft_and_combine
label: nflverse draft picks and combine
source Class: open_structured_historical
access: published datasets
rights State: review_required
current State: research
freshness Target Seconds: 604800
history Start Season: Unavailable (null)
mechanism: Draft capital, age, experience, and athletic measures provide stable priors for rookies, breakouts, role persistence, and dynasty curves.
feature Families: Inspect feature Families (7)
[ "draft_round", "draft_pick", "draft_age", "experience", "athletic_measures", "rookie_prior", "age_curve" ]
consumers: Inspect consumers (6)
[ "rookie_projection", "rest_of_season_projection", "redraft", "dynasty", "draft_assistant", "trades" ]
missingness Policy: Undrafted and missing combine measurements are explicit categories, not zero-valued athletic results.
temporal Policy: Only information public before the target draft or season cutoff may enter historical evaluation.
production Influence: false

National Weather Service forecasts and observations

source Class: official_public_api
access: api.weather.gov
rights State: review_required
current State: inventory

Full record · 14 fields

id: nws_weather
label: National Weather Service forecasts and observations
source Class: official_public_api
access: api.weather.gov
rights State: review_required
current State: inventory
freshness Target Seconds: 3600
history Start Season: Unavailable (null)
mechanism: Wind, precipitation, temperature, alerts, and roof state can alter passing, kicking, pace, and outcome uncertainty for exposed venues.
feature Families: Inspect feature Families (6)
[ "wind", "precipitation", "temperature", "weather_alert", "roof_state", "weather_uncertainty" ]
consumers: Inspect consumers (4)
[ "weekly_projection", "lineups", "matchup_simulation", "survivor" ]
missingness Policy: Indoor/closed-roof games are structurally not exposed; missing forecasts remain unknown rather than neutral weather.
temporal Policy: Archive the exact forecast issuance and retrieval time used at the prediction cutoff; observations after kickoff are outcomes, not inputs.
production Influence: false

Official NFL and team state changes

source Class: official_public_web
access: approved adapter required
rights State: review_required
current State: inventory

Full record · 14 fields

id: official_nfl_team_state
label: Official NFL and team state changes
source Class: official_public_web
access: approved adapter required
rights State: review_required
current State: inventory
freshness Target Seconds: 900
history Start Season: Unavailable (null)
mechanism: Transactions, declared inactives, starter changes, depth charts, suspensions, coaching changes, and workload restrictions directly alter availability and role.
feature Families: Inspect feature Families (7)
[ "transaction", "inactive", "starter_change", "depth_chart", "suspension", "coach_change", "workload_restriction" ]
consumers: Inspect consumers (10)
[ "weekly_projection", "rest_of_season_projection", "redraft", "dynasty", "draft_assistant", "lineups", "waivers", "trades", "matchup_simulation", "survivor" ]
missingness Policy: Absence of a page update is not proof of no change; retain source health and corroboration state.
temporal Policy: Every event requires published, retrieved, effective, and expiration timestamps.
production Influence: false

Sleeper public league, draft, roster, and player state

source Class: provider_public_api
access: official public API
rights State: approved_existing_contract
current State: limited

Full record · 14 fields

id: sleeper_public_provider_state
label: Sleeper public league, draft, roster, and player state
source Class: provider_public_api
access: official public API
rights State: approved_existing_contract
current State: limited
freshness Target Seconds: 30
history Start Season: Unavailable (null)
mechanism: Exact league settings, rosters, picks, transactions, and player state determine legal choices, team needs, and acquisition context.
feature Families: Inspect feature Families (6)
[ "league_settings", "roster_rules", "live_picks", "transactions", "team_needs", "platform_identity" ]
consumers: Inspect consumers (6)
[ "draft_assistant", "league_memory", "manager_intelligence", "lineups", "waivers", "trades" ]
missingness Policy: Provider omissions remain unavailable and lower confidence; no private credential inference.
temporal Policy: Use provider timestamps where available and DraftADynasty retrieval times for every snapshot.
production Influence: false

ESPN public league and draft state

source Class: provider_public_endpoint
access: existing bounded adapter
rights State: approved_existing_contract
current State: limited

Full record · 14 fields

id: espn_public_provider_state
label: ESPN public league and draft state
source Class: provider_public_endpoint
access: existing bounded adapter
rights State: approved_existing_contract
current State: limited
freshness Target Seconds: 30
history Start Season: Unavailable (null)
mechanism: Exact scoring, roster settings, teams, draft order, and picks determine legal choices and league-specific utility.
feature Families: Inspect feature Families (6)
[ "league_settings", "scoring", "roster_rules", "draft_order", "live_picks", "team_needs" ]
consumers: Inspect consumers (4)
[ "draft_assistant", "league_memory", "manager_intelligence", "lineups" ]
missingness Policy: Incomplete provider context blocks affected recommendations rather than being defaulted.
temporal Policy: Shared poller snapshots and retrieval times define the authoritative decision cutoff.
production Influence: false

Yahoo Fantasy public league state

source Class: provider_oauth_api
access: official read-only API after higher-scope credential activation
rights State: provider_approval_required
current State: blocked

Full record · 14 fields

id: yahoo_public_provider_state
label: Yahoo Fantasy public league state
source Class: provider_oauth_api
access: official read-only API after higher-scope credential activation
rights State: provider_approval_required
current State: blocked
freshness Target Seconds: 60
history Start Season: Unavailable (null)
mechanism: Public league settings, teams, rosters, draft results, transactions, and matchups provide exact Yahoo-specific decision context.
feature Families: Inspect feature Families (7)
[ "league_settings", "scoring", "roster_rules", "draft_order", "live_picks", "transactions", "matchups" ]
consumers: Inspect consumers (6)
[ "draft_assistant", "league_memory", "manager_intelligence", "lineups", "waivers", "trades" ]
missingness Policy: Only leagues Yahoo affirmatively identifies as public may be read; inaccessible credentials are above this lane and are not treated as missing evidence.
temporal Policy: Use official Yahoo timestamps plus DraftADynasty retrieval time; provider approval and runtime readiness are separate receipts.
production Influence: false

Platform-specific human ADP and availability

source Class: collective_behavior
access: provider-specific approved adapter
rights State: review_required
current State: research

Full record · 14 fields

id: platform_specific_adp
label: Platform-specific human ADP and availability
source Class: collective_behavior
access: provider-specific approved adapter
rights State: review_required
current State: research
freshness Target Seconds: 21600
history Start Season: Unavailable (null)
mechanism: Human draft behavior estimates acquisition cost and player arrival; it is not an intrinsic player projection.
feature Families: Inspect feature Families (5)
[ "adp", "position_adp", "draft_room_availability", "source_dispersion", "market_movement" ]
consumers: Inspect consumers (3)
[ "draft_assistant", "redraft", "dynasty" ]
missingness Policy: Source absence reduces coverage; cross-platform values stay separate before any rights-approved consensus.
temporal Policy: Historical evaluation requires the exact snapshot available before each pick or draft, not today's ADP.
production Influence: false

NFL Next Gen Stats public metrics

source Class: official_public_tracking_summary
access: approved retention and model-use path required
rights State: review_required
current State: blocked

Full record · 14 fields

id: official_next_gen_stats
label: NFL Next Gen Stats public metrics
source Class: official_public_tracking_summary
access: approved retention and model-use path required
rights State: review_required
current State: blocked
freshness Target Seconds: 86400
history Start Season: Unavailable (null)
mechanism: Tracking-derived speed, separation, completion probability, rushing expectation, and route/context measures may add efficiency and role signal beyond box scores.
feature Families: Inspect feature Families (6)
[ "speed", "separation", "completion_probability", "rushing_expectation", "route_context", "tracking_efficiency" ]
consumers: Inspect consumers (5)
[ "weekly_projection", "rest_of_season_projection", "redraft", "dynasty", "draft_assistant" ]
missingness Policy: Metric availability is position- and season-dependent; unsupported players remain null.
temporal Policy: Use only published metrics available before the target decision; no postgame metrics in pregame forecasts.
production Influence: false

Market odds, totals, and player props

source Class: licensed_collective_forecast
access: approved licensed feed required
rights State: license_required
current State: blocked

Full record · 14 fields

id: market_odds_and_props
label: Market odds, totals, and player props
source Class: licensed_collective_forecast
access: approved licensed feed required
rights State: license_required
current State: blocked
freshness Target Seconds: 300
history Start Season: Unavailable (null)
mechanism: Vig-removed prices aggregate current information about team scoring, player availability, and outcome distributions, but require exact timestamping and licensed use.
feature Families: Inspect feature Families (6)
[ "spread", "game_total", "team_implied_points", "player_prop_distribution", "market_movement", "market_dispersion" ]
consumers: Inspect consumers (4)
[ "weekly_projection", "lineups", "matchup_simulation", "survivor" ]
missingness Policy: No synthetic market line; absent or stale books remain unavailable and reduce confidence.
temporal Policy: Archive exact pre-decision prices with source, timestamp, vig-removal method, and market status.
production Influence: false

Expert consensus and premium charting

source Class: third_party_analysis
access: commercial permission required
rights State: permission_required
current State: blocked

Full record · 14 fields

id: expert_consensus_and_premium_charting
label: Expert consensus and premium charting
source Class: third_party_analysis
access: commercial permission required
rights State: permission_required
current State: blocked
freshness Target Seconds: 21600
history Start Season: Unavailable (null)
mechanism: Independent human and charting evidence can reduce model blind spots and quantify disagreement when legal use and historical snapshots are retained.
feature Families: Inspect feature Families (5)
[ "expert_rank", "projection_consensus", "charting_grade", "source_dispersion", "revision_velocity" ]
consumers: Inspect consumers (7)
[ "weekly_projection", "redraft", "dynasty", "draft_assistant", "lineups", "waivers", "trades" ]
missingness Policy: Do not scrape or infer unavailable values; unauthorized sources receive zero weight.
temporal Policy: Historical use requires immutable pre-decision snapshots, not reconstructed current rankings.
production Influence: false

Credible public reports and coach/player statements

source Class: unstructured_event_evidence
access: source-linked review queue
rights State: quotation_and_use_review_required
current State: research

Full record · 14 fields

id: unstructured_credible_reports
label: Credible public reports and coach/player statements
source Class: unstructured_event_evidence
access: source-linked review queue
rights State: quotation_and_use_review_required
current State: research
freshness Target Seconds: 900
history Start Season: Unavailable (null)
mechanism: Concrete reports may reveal injuries, starter decisions, role changes, workload restrictions, and scheme changes before structured feeds update.
feature Families: Inspect feature Families (5)
[ "event_candidate", "corroboration", "role_change", "workload_restriction", "scheme_change" ]
consumers: Inspect consumers (3)
[ "news_review", "weekly_projection_shadow", "draft_assistant_shadow" ]
missingness Policy: Raw sentiment, absence of reporting, and vague praise are not model variables.
temporal Policy: Retain publication and retrieval timestamps; expire claims and require corroboration before model eligibility.
production Influence: false

Dataset details

Source date: Sep 3, 2026, 12:00 AM UTC

All source families, derived signals, freshness targets, temporal policies and quarantined signals. Each record retains its production-influence state.

Original capture date; opening or downloading does not refresh the source. Per-record timestamps take precedence. Definitions may describe unavailable inputs.

How to read and verify this data

JSON bracket paths; [] means every array element. CSV uses concrete zero-based indices. Types are observed, not a promise that future fields cannot change. null is unavailable; empty array/object means an empty collection. Zero is preserved as a measured or supplied numeric value. Source-native units and scoring. Consult metric-definitions for formulas; ambiguous units remain unspecified, never inferred.

sha256 of UTF-8 JSON.stringify(data), excluding this envelope. Source receipt hashes remain inside data. CSV prefixes formula-looking text with an apostrophe; numeric signs are preserved. JSON keeps original strings.

c834409406d4a674193207e1cd30463ccd1cd368cc5a23090f76300ccc516d27

Published observations, approved source-labeled aggregates, research and definitions are provided within each dataset's stated scope. Read each record's source, period, scoring and availability. Research visibility does not promote a model into public rankings. Missing means unavailable, never zero. No account records or provider write access.

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Football signals & missing data

566 data points · 31 fields

This view as JSON Download this page CSV ↓

This-page CSV uses field path, type and value columns, including source context. Full dataset downloads are above.

17 matches · 1–17 shown. Each record keeps all its stats together. Filters are saved in this page’s address.

nflverse play-by-play

source Class: open_structured_historical
access: published datasets
rights State: review_required
current State: research

Full record · 14 fields

id: nflverse_play_by_play
label: nflverse play-by-play
source Class: open_structured_historical
access: published datasets
rights State: review_required
current State: research
freshness Target Seconds: 86400
history Start Season: 1999
mechanism: Play-level context supports expected-points, efficiency, pace, pass tendency, down-distance, game-script, red-zone, and opponent-strength features.
feature Families: Inspect feature Families (9)
[ "expected_points", "epa", "success_rate", "cpoe", "pace", "neutral_pass_rate", "red_zone_usage", "game_script", "opponent_strength" ]
consumers: Inspect consumers (7)
[ "weekly_projection", "rest_of_season_projection", "redraft", "dynasty", "draft_assistant", "matchup_simulation", "survivor" ]
missingness Policy: Missing plays, fields, and seasons remain explicit; no zero fill for unavailable tracking or participation fields.
temporal Policy: Use only plays with source availability before the prediction cutoff; season-end aggregates cannot be reconstructed into earlier weekly features.
production Influence: false

nflverse weekly player statistics

source Class: open_structured_historical
access: published datasets
rights State: review_required
current State: research

Full record · 14 fields

id: nflverse_weekly_player_stats
label: nflverse weekly player statistics
source Class: open_structured_historical
access: published datasets
rights State: review_required
current State: research
freshness Target Seconds: 86400
history Start Season: 1999
mechanism: Lagged volume, opportunity, efficiency, and fantasy scoring establish player form and role while preserving weekly cutoffs.
feature Families: Inspect feature Families (9)
[ "targets", "receptions", "air_yards", "carries", "touchdowns", "fantasy_points", "rolling_volume", "rolling_efficiency", "role_change" ]
consumers: Inspect consumers (7)
[ "weekly_projection", "rest_of_season_projection", "redraft", "dynasty", "draft_assistant", "waivers", "trades" ]
missingness Policy: No appearance is distinct from an observed zero; active status and roster membership must be joined separately.
temporal Policy: Build rolling features from completed weeks strictly before the forecasted game or decision.
production Influence: false

nflverse participation and snap counts

source Class: open_structured_historical
access: published datasets
rights State: review_required
current State: inventory

Full record · 14 fields

id: nflverse_participation_and_snaps
label: nflverse participation and snap counts
source Class: open_structured_historical
access: published datasets
rights State: review_required
current State: inventory
freshness Target Seconds: 86400
history Start Season: Unavailable (null)
mechanism: Snap, route, alignment, and participation shares measure role before box-score production and separate opportunity from conversion.
feature Families: Inspect feature Families (7)
[ "snap_share", "route_participation", "target_per_route", "backfield_share", "third_down_role", "two_minute_role", "alignment" ]
consumers: Inspect consumers (6)
[ "weekly_projection", "rest_of_season_projection", "redraft", "dynasty", "draft_assistant", "waivers" ]
missingness Policy: Coverage varies by season and field; unsupported fields remain null and lower source confidence.
temporal Policy: Do not use finalized weekly participation before its actual publication time.
production Influence: false

nflverse rosters and player identity

source Class: open_structured_state
access: published datasets
rights State: review_required
current State: research

Full record · 14 fields

id: nflverse_rosters
label: nflverse rosters and player identity
source Class: open_structured_state
access: published datasets
rights State: review_required
current State: research
freshness Target Seconds: 86400
history Start Season: Unavailable (null)
mechanism: Roster, position, team, age, experience, and status anchor canonical identity and opportunity competition.
feature Families: Inspect feature Families (7)
[ "canonical_identity", "age", "experience", "team", "position", "roster_status", "teammate_competition" ]
consumers: Inspect consumers (3)
[ "all_models", "all_human_surfaces", "all_agent_surfaces" ]
missingness Policy: Unresolved or conflicting identity joins fail closed into a review queue.
temporal Policy: Use dated roster snapshots; do not apply a current team retrospectively.
production Influence: false

nflverse injury reports

source Class: open_structured_state
access: published datasets
rights State: review_required
current State: inventory

Full record · 14 fields

id: nflverse_injuries
label: nflverse injury reports
source Class: open_structured_state
access: published datasets
rights State: review_required
current State: inventory
freshness Target Seconds: 21600
history Start Season: Unavailable (null)
mechanism: Practice progression and game status affect active probability, workload distribution, and uncertainty.
feature Families: Inspect feature Families (5)
[ "practice_participation", "game_status", "injury_body_part", "availability_probability", "workload_uncertainty" ]
consumers: Inspect consumers (9)
[ "weekly_projection", "redraft", "dynasty", "draft_assistant", "lineups", "waivers", "trades", "matchup_simulation", "survivor" ]
missingness Policy: No report does not mean healthy; distinguish not reported, not rostered, bye, and observed full participation.
temporal Policy: Retain published, retrieved, effective, and expiration timestamps for every designation.
production Influence: false

nflverse schedules

source Class: open_structured_state
access: published datasets
rights State: review_required
current State: research

Full record · 14 fields

id: nflverse_schedules
label: nflverse schedules
source Class: open_structured_state
access: published datasets
rights State: review_required
current State: research
freshness Target Seconds: 86400
history Start Season: Unavailable (null)
mechanism: Opponent, kickoff, venue, rest, travel, time-zone, international, and short-week context affect opportunity and team environment.
feature Families: Inspect feature Families (9)
[ "opponent", "kickoff", "venue", "rest_days", "travel_distance", "time_zone_shift", "short_week", "international_game", "playoff_schedule" ]
consumers: Inspect consumers (8)
[ "weekly_projection", "rest_of_season_projection", "redraft", "dynasty", "draft_assistant", "lineups", "matchup_simulation", "survivor" ]
missingness Policy: Postponements and flex changes are versioned events; stale kickoff and venue values cannot remain silently active.
temporal Policy: Use the latest schedule snapshot available before the decision cutoff.
production Influence: false

nflverse draft picks and combine

source Class: open_structured_historical
access: published datasets
rights State: review_required
current State: research

Full record · 14 fields

id: nflverse_draft_and_combine
label: nflverse draft picks and combine
source Class: open_structured_historical
access: published datasets
rights State: review_required
current State: research
freshness Target Seconds: 604800
history Start Season: Unavailable (null)
mechanism: Draft capital, age, experience, and athletic measures provide stable priors for rookies, breakouts, role persistence, and dynasty curves.
feature Families: Inspect feature Families (7)
[ "draft_round", "draft_pick", "draft_age", "experience", "athletic_measures", "rookie_prior", "age_curve" ]
consumers: Inspect consumers (6)
[ "rookie_projection", "rest_of_season_projection", "redraft", "dynasty", "draft_assistant", "trades" ]
missingness Policy: Undrafted and missing combine measurements are explicit categories, not zero-valued athletic results.
temporal Policy: Only information public before the target draft or season cutoff may enter historical evaluation.
production Influence: false

National Weather Service forecasts and observations

source Class: official_public_api
access: api.weather.gov
rights State: review_required
current State: inventory

Full record · 14 fields

id: nws_weather
label: National Weather Service forecasts and observations
source Class: official_public_api
access: api.weather.gov
rights State: review_required
current State: inventory
freshness Target Seconds: 3600
history Start Season: Unavailable (null)
mechanism: Wind, precipitation, temperature, alerts, and roof state can alter passing, kicking, pace, and outcome uncertainty for exposed venues.
feature Families: Inspect feature Families (6)
[ "wind", "precipitation", "temperature", "weather_alert", "roof_state", "weather_uncertainty" ]
consumers: Inspect consumers (4)
[ "weekly_projection", "lineups", "matchup_simulation", "survivor" ]
missingness Policy: Indoor/closed-roof games are structurally not exposed; missing forecasts remain unknown rather than neutral weather.
temporal Policy: Archive the exact forecast issuance and retrieval time used at the prediction cutoff; observations after kickoff are outcomes, not inputs.
production Influence: false

Official NFL and team state changes

source Class: official_public_web
access: approved adapter required
rights State: review_required
current State: inventory

Full record · 14 fields

id: official_nfl_team_state
label: Official NFL and team state changes
source Class: official_public_web
access: approved adapter required
rights State: review_required
current State: inventory
freshness Target Seconds: 900
history Start Season: Unavailable (null)
mechanism: Transactions, declared inactives, starter changes, depth charts, suspensions, coaching changes, and workload restrictions directly alter availability and role.
feature Families: Inspect feature Families (7)
[ "transaction", "inactive", "starter_change", "depth_chart", "suspension", "coach_change", "workload_restriction" ]
consumers: Inspect consumers (10)
[ "weekly_projection", "rest_of_season_projection", "redraft", "dynasty", "draft_assistant", "lineups", "waivers", "trades", "matchup_simulation", "survivor" ]
missingness Policy: Absence of a page update is not proof of no change; retain source health and corroboration state.
temporal Policy: Every event requires published, retrieved, effective, and expiration timestamps.
production Influence: false

Sleeper public league, draft, roster, and player state

source Class: provider_public_api
access: official public API
rights State: approved_existing_contract
current State: limited

Full record · 14 fields

id: sleeper_public_provider_state
label: Sleeper public league, draft, roster, and player state
source Class: provider_public_api
access: official public API
rights State: approved_existing_contract
current State: limited
freshness Target Seconds: 30
history Start Season: Unavailable (null)
mechanism: Exact league settings, rosters, picks, transactions, and player state determine legal choices, team needs, and acquisition context.
feature Families: Inspect feature Families (6)
[ "league_settings", "roster_rules", "live_picks", "transactions", "team_needs", "platform_identity" ]
consumers: Inspect consumers (6)
[ "draft_assistant", "league_memory", "manager_intelligence", "lineups", "waivers", "trades" ]
missingness Policy: Provider omissions remain unavailable and lower confidence; no private credential inference.
temporal Policy: Use provider timestamps where available and DraftADynasty retrieval times for every snapshot.
production Influence: false

ESPN public league and draft state

source Class: provider_public_endpoint
access: existing bounded adapter
rights State: approved_existing_contract
current State: limited

Full record · 14 fields

id: espn_public_provider_state
label: ESPN public league and draft state
source Class: provider_public_endpoint
access: existing bounded adapter
rights State: approved_existing_contract
current State: limited
freshness Target Seconds: 30
history Start Season: Unavailable (null)
mechanism: Exact scoring, roster settings, teams, draft order, and picks determine legal choices and league-specific utility.
feature Families: Inspect feature Families (6)
[ "league_settings", "scoring", "roster_rules", "draft_order", "live_picks", "team_needs" ]
consumers: Inspect consumers (4)
[ "draft_assistant", "league_memory", "manager_intelligence", "lineups" ]
missingness Policy: Incomplete provider context blocks affected recommendations rather than being defaulted.
temporal Policy: Shared poller snapshots and retrieval times define the authoritative decision cutoff.
production Influence: false

Yahoo Fantasy public league state

source Class: provider_oauth_api
access: official read-only API after higher-scope credential activation
rights State: provider_approval_required
current State: blocked

Full record · 14 fields

id: yahoo_public_provider_state
label: Yahoo Fantasy public league state
source Class: provider_oauth_api
access: official read-only API after higher-scope credential activation
rights State: provider_approval_required
current State: blocked
freshness Target Seconds: 60
history Start Season: Unavailable (null)
mechanism: Public league settings, teams, rosters, draft results, transactions, and matchups provide exact Yahoo-specific decision context.
feature Families: Inspect feature Families (7)
[ "league_settings", "scoring", "roster_rules", "draft_order", "live_picks", "transactions", "matchups" ]
consumers: Inspect consumers (6)
[ "draft_assistant", "league_memory", "manager_intelligence", "lineups", "waivers", "trades" ]
missingness Policy: Only leagues Yahoo affirmatively identifies as public may be read; inaccessible credentials are above this lane and are not treated as missing evidence.
temporal Policy: Use official Yahoo timestamps plus DraftADynasty retrieval time; provider approval and runtime readiness are separate receipts.
production Influence: false

Platform-specific human ADP and availability

source Class: collective_behavior
access: provider-specific approved adapter
rights State: review_required
current State: research

Full record · 14 fields

id: platform_specific_adp
label: Platform-specific human ADP and availability
source Class: collective_behavior
access: provider-specific approved adapter
rights State: review_required
current State: research
freshness Target Seconds: 21600
history Start Season: Unavailable (null)
mechanism: Human draft behavior estimates acquisition cost and player arrival; it is not an intrinsic player projection.
feature Families: Inspect feature Families (5)
[ "adp", "position_adp", "draft_room_availability", "source_dispersion", "market_movement" ]
consumers: Inspect consumers (3)
[ "draft_assistant", "redraft", "dynasty" ]
missingness Policy: Source absence reduces coverage; cross-platform values stay separate before any rights-approved consensus.
temporal Policy: Historical evaluation requires the exact snapshot available before each pick or draft, not today's ADP.
production Influence: false

NFL Next Gen Stats public metrics

source Class: official_public_tracking_summary
access: approved retention and model-use path required
rights State: review_required
current State: blocked

Full record · 14 fields

id: official_next_gen_stats
label: NFL Next Gen Stats public metrics
source Class: official_public_tracking_summary
access: approved retention and model-use path required
rights State: review_required
current State: blocked
freshness Target Seconds: 86400
history Start Season: Unavailable (null)
mechanism: Tracking-derived speed, separation, completion probability, rushing expectation, and route/context measures may add efficiency and role signal beyond box scores.
feature Families: Inspect feature Families (6)
[ "speed", "separation", "completion_probability", "rushing_expectation", "route_context", "tracking_efficiency" ]
consumers: Inspect consumers (5)
[ "weekly_projection", "rest_of_season_projection", "redraft", "dynasty", "draft_assistant" ]
missingness Policy: Metric availability is position- and season-dependent; unsupported players remain null.
temporal Policy: Use only published metrics available before the target decision; no postgame metrics in pregame forecasts.
production Influence: false

Market odds, totals, and player props

source Class: licensed_collective_forecast
access: approved licensed feed required
rights State: license_required
current State: blocked

Full record · 14 fields

id: market_odds_and_props
label: Market odds, totals, and player props
source Class: licensed_collective_forecast
access: approved licensed feed required
rights State: license_required
current State: blocked
freshness Target Seconds: 300
history Start Season: Unavailable (null)
mechanism: Vig-removed prices aggregate current information about team scoring, player availability, and outcome distributions, but require exact timestamping and licensed use.
feature Families: Inspect feature Families (6)
[ "spread", "game_total", "team_implied_points", "player_prop_distribution", "market_movement", "market_dispersion" ]
consumers: Inspect consumers (4)
[ "weekly_projection", "lineups", "matchup_simulation", "survivor" ]
missingness Policy: No synthetic market line; absent or stale books remain unavailable and reduce confidence.
temporal Policy: Archive exact pre-decision prices with source, timestamp, vig-removal method, and market status.
production Influence: false

Expert consensus and premium charting

source Class: third_party_analysis
access: commercial permission required
rights State: permission_required
current State: blocked

Full record · 14 fields

id: expert_consensus_and_premium_charting
label: Expert consensus and premium charting
source Class: third_party_analysis
access: commercial permission required
rights State: permission_required
current State: blocked
freshness Target Seconds: 21600
history Start Season: Unavailable (null)
mechanism: Independent human and charting evidence can reduce model blind spots and quantify disagreement when legal use and historical snapshots are retained.
feature Families: Inspect feature Families (5)
[ "expert_rank", "projection_consensus", "charting_grade", "source_dispersion", "revision_velocity" ]
consumers: Inspect consumers (7)
[ "weekly_projection", "redraft", "dynasty", "draft_assistant", "lineups", "waivers", "trades" ]
missingness Policy: Do not scrape or infer unavailable values; unauthorized sources receive zero weight.
temporal Policy: Historical use requires immutable pre-decision snapshots, not reconstructed current rankings.
production Influence: false

Credible public reports and coach/player statements

source Class: unstructured_event_evidence
access: source-linked review queue
rights State: quotation_and_use_review_required
current State: research

Full record · 14 fields

id: unstructured_credible_reports
label: Credible public reports and coach/player statements
source Class: unstructured_event_evidence
access: source-linked review queue
rights State: quotation_and_use_review_required
current State: research
freshness Target Seconds: 900
history Start Season: Unavailable (null)
mechanism: Concrete reports may reveal injuries, starter decisions, role changes, workload restrictions, and scheme changes before structured feeds update.
feature Families: Inspect feature Families (5)
[ "event_candidate", "corroboration", "role_change", "workload_restriction", "scheme_change" ]
consumers: Inspect consumers (3)
[ "news_review", "weekly_projection_shadow", "draft_assistant_shadow" ]
missingness Policy: Raw sentiment, absence of reporting, and vague praise are not model variables.
temporal Policy: Retain publication and retrieval timestamps; expire claims and require corroboration before model eligibility.
production Influence: false

Dataset details

Source date: Sep 3, 2026, 12:00 AM UTC

All source families, derived signals, freshness targets, temporal policies and quarantined signals. Each record retains its production-influence state.

Original capture date; opening or downloading does not refresh the source. Per-record timestamps take precedence. Definitions may describe unavailable inputs.

How to read and verify this data

c834409406d4a674193207e1cd30463ccd1cd368cc5a23090f76300ccc516d27