Methods / Data trust
Pipeline dashboard
A source-backed view of the committed F1 InsightX artifacts: what data exists, how fresh it is, which surfaces passed validation, and where proxy limits remain.
Latest completed
R15 Azerbaijan Grand Prix
Latest analytics
R15 Azerbaijan Grand Prix
Race analysis
R15 Azerbaijan Grand Prix
Race week product
R16 Bahrain Grand Prix in Malaysia
Rows by data category
CSV inventory excludes raw/staged dumps and schema templates.
Rows by published surface
Product manifest row counts by validated app surface.
Ranking
Largest datasets
analytics_braking_comparison
data/analytics/analytics_braking_comparison.csv
analytics_segment_comparison
data/analytics/analytics_segment_comparison.csv
analytics_throttle_comparison
data/analytics/analytics_throttle_comparison.csv
analytics_energy_proxy_comparison
data/analytics/analytics_energy_proxy_comparison.csv
analytics_straight_comparison
data/analytics/analytics_straight_comparison.csv
laps_canonical
data/canonical_fastf1/laps_canonical.csv
session_laps
data/canonical_fastf1/session_laps.csv
race_analysis_pace_evolution
data/race_analysis/race_analysis_pace_evolution.csv
Freshness
Coverage matrix
Analytics
analytics_views_20260928T171905Z
720h stale
488.3K
Race Analysis
race-analysis-v1
720h stale
58.3K
Telemetry Features
telemetry_features_20260928T171349Z
2160h stale
57.6K
Canonical Fastf1
canonical_fastf1_20260928T171249Z
2160h stale
41.8K
Strategy Lab
strategy_lab_20260928T171605Z
720h stale
311
Race Week
race_week_20260928T171615Z
720h stale
92
Analytics Index
analytics_index_20260928T171938Z
720h stale
58
Season State
season_state_20260928T172016Z
168h stale
2
Quality
Limits and confidence
Analytics confidence
0.550
range 0.48 to 0.8317
Race analysis confidence
0.794
strong tier
Proxy and missing-feed limits
clean_lap_filtering
inferred/proxy
drs_gap_context
partial
overtakes
missing
position_evolution
partial
race_control
missing
race_results
available
telemetry_sessions
available
weather
available
Highest null-rate fields
lap_pace_driver.dirty_air_proxy_s
23% null
braking_comparison.braking_start_delta_m
22% null
throttle_comparison.full_throttle_exit_delta_m
13% null
Drill-through
Table inventory
| Category | Table | Rows | Columns | Surface | Runtime | Header preview |
|---|---|---|---|---|---|---|
| analytics | analytics_braking_comparison data/analytics/analytics_braking_comparison.csv | 81,423 | 11 | passed | not sampled | session_id, segment_id, driver_a, driver_b, braking_start_delta_m, braking_duration_delta_s, braking_distance_delta_m, late_brake_delta ... |
| analytics | analytics_segment_comparison data/analytics/analytics_segment_comparison.csv | 81,423 | 26 | passed | not sampled | session_id, segment_id, segment_kind, segment_confidence, driver_a, driver_b, entry_speed_delta_kph, apex_speed_delta_kph ... |
| analytics | analytics_throttle_comparison data/analytics/analytics_throttle_comparison.csv | 81,423 | 9 | passed | not sampled | session_id, segment_id, driver_a, driver_b, throttle_pickup_delta_m, full_throttle_exit_delta_m, traction_exit_delta, confidence ... |
| analytics | analytics_energy_proxy_comparison data/analytics/analytics_energy_proxy_comparison.csv | 69,589 | 10 | passed | not sampled | session_id, segment_id, driver_a, driver_b, deployment_proxy_delta, lift_and_coast_delta, clipping_proxy_delta, recovery_zone_delta ... |
| analytics | analytics_straight_comparison data/analytics/analytics_straight_comparison.csv | 69,589 | 11 | passed | not sampled | session_id, segment_id, driver_a, driver_b, entry_speed_delta_kph, terminal_speed_delta_kph, acceleration_delta, drs_active_delta_pct ... |
| analytics | analytics_lap_pace_driver data/analytics/analytics_lap_pace_driver.csv | 15,155 | 21 | inventory | inventory only | session_id, driver, team, lap_number, race_phase, compound, stint_number, lap_time_s ... |
| analytics | analytics_driver_comparison data/analytics/analytics_driver_comparison.csv | 10,156 | 17 | passed | not sampled | session_id, driver_a, driver_b, driver_a_team, driver_b_team, corner_advantage_count_a, corner_advantage_count_b, straight_advantage_count_a ... |
| analytics | analytics_session_index data/analytics/analytics_session_index.csv | 46 | 12 | passed | not sampled | session_id, season, round, event, session, driver_count, segment_count, straight_count ... |
| analytics | analytics_track_summary data/analytics/analytics_track_summary.csv | 46 | 8 | passed | not sampled | session_id, track_archetype, straight_line_weight, braking_weight, traction_weight, degradation_weight, track_position_weight, archetype_confidence |
| canonical_fastf1 | laps_canonical data/canonical_fastf1/laps_canonical.csv | 30,806 | 32 | passed | not sampled | session_id, season, round, event_name, session_code, driver, team, lap_number ... |
| canonical_fastf1 | session_laps data/canonical_fastf1/session_laps.csv | 30,161 | 29 | inventory | inventory only | id, session_id, event_entry_id, race_id, driver_id, constructor_id, lap_number, stint_number ... |
| canonical_fastf1 | session_weather data/canonical_fastf1/session_weather.csv | 5,222 | 13 | inventory | inventory only | id, session_id, race_id, sample_order, sample_time, air_temp_c, track_temp_c, humidity_pct ... |
| canonical_fastf1 | stints_canonical data/canonical_fastf1/stints_canonical.csv | 3,708 | 15 | passed | not sampled | session_id, season, round, event_name, session_code, driver, team, stint ... |
| canonical_fastf1 | session_stints data/canonical_fastf1/session_stints.csv | 3,619 | 16 | inventory | inventory only | id, session_id, event_entry_id, race_id, driver_id, constructor_id, stint_number, compound ... |
| canonical_fastf1 | results_canonical data/canonical_fastf1/results_canonical.csv | 1,122 | 20 | passed | not sampled | session_id, session_code, event_name, round, season, position, classified_position, driver_number ... |
| canonical_fastf1 | session_summary_canonical data/canonical_fastf1/session_summary_canonical.csv | 1,102 | 24 | passed | not sampled | session_id, season, round, event_name, session_code, driver, team, regulation_era ... |
| canonical_fastf1 | session_results data/canonical_fastf1/session_results.csv | 1,097 | 14 | inventory | inventory only | id, session_id, event_entry_id, race_id, driver_id, constructor_id, classification_position, grid_position ... |
| canonical_fastf1 | event_entries data/canonical_fastf1/event_entries.csv | 305 | 5 | inventory | inventory only | id, race_id, driver_id, constructor_id, source_label |
| canonical_fastf1 | sessions data/canonical_fastf1/sessions.csv | 51 | 9 | inventory | inventory only | id, race_id, season, round, session_code, session_name, event_name, scheduled_at ... |
| canonical_fastf1 | drivers_canonical data/canonical_fastf1/drivers_canonical.csv | 31 | 6 | passed | not sampled | driver, full_name, driver_number, team, first_season, last_season |
| curated | model_features data/curated/model_features.csv | 503 | 21 | inventory | inventory only | id, season, round, race_id, driver_id, constructor_id, latest_completed_race_id, recent_finish_avg_3 ... |
| curated | driver_standings data/curated/driver_standings.csv | 322 | 10 | inventory | inventory only | id, season, round, race_id, driver_id, constructor_id, standing_position, points ... |
| curated | race_results data/curated/race_results.csv | 308 | 10 | inventory | inventory only | id, race_id, driver_id, constructor_id, grid_position, finish_position, finish_status, points ... |
| curated | qualifying_results data/curated/qualifying_results.csv | 305 | 9 | inventory | inventory only | id, race_id, driver_id, constructor_id, position, q1_time_ms, q2_time_ms, q3_time_ms ... |
| curated | fantasy_inputs data/curated/fantasy_inputs.csv | 297 | 15 | inventory | inventory only | id, season, round, race_id, entity_type, entity_id, constructor_id, projected_score ... |
| curated | strategy_profiles data/curated/strategy_profiles.csv | 286 | 9 | inventory | inventory only | id, race_id, driver_id, expected_pit_stops, tire_management_score, overtake_score, reliability_score, wet_weather_score ... |
| curated | prediction_snapshots data/curated/prediction_snapshots.csv | 198 | 15 | inventory | inventory only | id, season, round, race_id, driver_id, constructor_id, generated_at, model_version ... |
| curated | constructor_standings data/curated/constructor_standings.csv | 154 | 9 | inventory | inventory only | id, season, round, race_id, constructor_id, standing_position, points, wins ... |
| curated | sprint_results data/curated/sprint_results.csv | 110 | 9 | inventory | inventory only | id, race_id, driver_id, constructor_id, grid_position, finish_position, finish_status, points ... |
| curated | constructors data/curated/constructors.csv | 100 | 4 | inventory | inventory only | id, constructor_code, name, nationality |
| curated | drivers data/curated/drivers.csv | 100 | 8 | inventory | inventory only | id, driver_code, permanent_number, first_name, last_name, full_name, nationality, date_of_birth |
| curated | circuits data/curated/circuits.csv | 78 | 12 | inventory | inventory only | id, circuit_code, name, location, country, lat, lng, altitude_m ... |
| curated | race_week_context data/curated/race_week_context.csv | 23 | 14 | inventory | inventory only | id, season, round, race_id, race_name, circuit_id, scheduled_at, status ... |
| curated | races data/curated/races.csv | 23 | 8 | inventory | inventory only | id, season, round, race_name, official_name, circuit_id, scheduled_at, sprint_weekend |
| curated | circuit_segment_aliases_template data/curated/circuit_segment_aliases_template.csv | 0 | 6 | inventory | inventory only | circuit_id, segment_id, alias, language, source, confidence |
| curated | circuit_segments_template data/curated/circuit_segments_template.csv | 0 | 15 | inventory | inventory only | circuit_id, circuit_name, segment_id, segment_kind, display_name, short_name, start_distance_m, end_distance_m ... |
| curated | fantasy_pricing data/curated/fantasy_pricing.csv | 0 | 7 | inventory | inventory only | id, season, round, entity_type, entity_id, price, source_label |
| features | driver_form_snapshots data/features/driver_form_snapshots.csv | 262 | 21 | inventory | inventory only | id, season, round, race_id, driver_id, constructor_id, regulation_era, season_weight ... |
| features | constructor_form_snapshots data/features/constructor_form_snapshots.csv | 131 | 12 | inventory | inventory only | id, season, round, race_id, constructor_id, regulation_era, two_car_long_run_pace_s, two_car_quali_pace_s ... |
| model_inputs | stint_model_inputs data/model_inputs/stint_model_inputs.csv | 1,360 | 17 | inventory | inventory only | season, round, event_name, session_code, driver_id, constructor_id, stint, compound ... |
| model_inputs | prediction_model_inputs data/model_inputs/prediction_model_inputs.csv | 262 | 22 | inventory | inventory only | id, season, round, race_id, driver_id, constructor_id, regulation_era, session_completeness ... |
| predictions | fastf1_prediction_snapshots data/predictions/fastf1_prediction_snapshots.csv | 262 | 16 | inventory | inventory only | id, season, round, race_id, driver_id, constructor_id, generated_at, model_version ... |
| predictions | strategy_baselines data/predictions/strategy_baselines.csv | 43 | 16 | inventory | inventory only | id, season, round, race_id, driver_id, constructor_id, recommended_stop_count, preferred_primary_compound ... |
| predictions | race_pick_challenges data/predictions/race_pick_challenges.csv | 23 | 8 | inventory | inventory only | race_id, season, round, qualifying_lock_at, random_position_1, random_position_2, random_position_3, source_label |
| predictions | race_pit_stop_results data/predictions/race_pit_stop_results.csv | 13 | 6 | inventory | inventory only | race_id, season, round, driver_id, pit_duration_s, source_label |
| race_analysis | race_analysis_pace_evolution data/race_analysis/race_analysis_pace_evolution.csv | 16,261 | 15 | passed | not sampled | race_analysis_id, driver, team, lap_number, race_phase, compound, stint_number, lap_time_s ... |
| race_analysis | race_analysis_traffic_proxy data/race_analysis/race_analysis_traffic_proxy.csv | 16,261 | 14 | passed | not sampled | race_analysis_id, driver, team, lap_number, phase, position, lap_time_s, normalized_pace_delta_s ... |
| race_analysis | race_analysis_position_timeline data/race_analysis/race_analysis_position_timeline.csv | 16,231 | 11 | passed | not sampled | race_analysis_id, driver, team, lap_number, position, position_delta_from_start, position_delta_from_previous_lap, phase ... |
| race_analysis | race_analysis_position_swing_events data/race_analysis/race_analysis_position_swing_events.csv | 2,661 | 12 | passed | not sampled | race_analysis_id, event_id, driver, team, start_lap, end_lap, position_delta, phase ... |
| race_analysis | race_analysis_stints data/race_analysis/race_analysis_stints.csv | 861 | 18 | passed | not sampled | race_analysis_id, driver, team, stint_number, compound, start_lap, end_lap, stint_length ... |
| race_analysis | race_analysis_track_status data/race_analysis/race_analysis_track_status.csv | 855 | 8 | passed | not sampled | race_analysis_id, lap_number, phase, track_status_raw, track_status_label, confidence, source, note |
| race_analysis | race_analysis_weather_context data/race_analysis/race_analysis_weather_context.csv | 855 | 12 | passed | not sampled | race_analysis_id, lap_number, race_phase, air_temp_c, track_temp_c, humidity_pct, rainfall, wind_speed_mps ... |
| race_analysis | race_analysis_pit_strategy data/race_analysis/race_analysis_pit_strategy.csv | 554 | 18 | passed | not sampled | race_analysis_id, driver, team, pit_stop_number, pit_lap, compound_from, compound_to, stint_length_before ... |
| race_analysis | race_analysis_position_changes data/race_analysis/race_analysis_position_changes.csv | 308 | 13 | passed | not sampled | race_analysis_id, driver, team, start_position, finish_position, net_position_change, positions_gained_on_track_proxy, positions_gained_in_pit_cycles_proxy ... |
| race_analysis | race_analysis_neutralization_phases data/race_analysis/race_analysis_neutralization_phases.csv | 70 | 10 | passed | not sampled | race_analysis_id, phase_id, start_lap, end_lap, status_label, affected_laps, confidence, evidence_type ... |
| race_analysis | race_analysis_story_points data/race_analysis/race_analysis_story_points.csv | 57 | 13 | passed | not sampled | race_analysis_id, story_point_id, lap_number, phase, title, summary, evidence_type, drivers_involved ... |
| race_analysis | race_analysis_links data/race_analysis/race_analysis_links.csv | 42 | 7 | passed | not sampled | race_analysis_id, surface, label, href, relevance_note, enabled, unavailable_reason |
| race_analysis | race_analysis_index data/race_analysis/race_analysis_index.csv | 14 | 20 | passed | not sampled | race_analysis_id, season, round, event, race_name, session_id, circuit, race_date ... |
| race_analysis | race_analysis_summary data/race_analysis/race_analysis_summary.csv | 14 | 14 | passed | not sampled | race_analysis_id, winner, winner_team, podium, dominant_strategy, winning_compound_path, race_shape, primary_story ... |
| race_week | session_pace_summary data/race_week/session_pace_summary.csv | 1,077 | 20 | inventory | inventory only | id, season, round, race_id, session_id, session_code, driver_id, constructor_id ... |
| race_week | fp2_long_run_summary data/race_week/fp2_long_run_summary.csv | 85 | 13 | inventory | inventory only | id, season, round, race_id, driver_id, constructor_id, representative_long_run_pace_s, gap_to_best_s ... |
| race_week | race_week_confidence data/race_week/race_week_confidence.csv | 34 | 14 | passed | not sampled | id, season, round, race_id, entity_type, entity_id, completeness_score, agreement_score ... |
| race_week | standings_context_snapshot data/race_week/standings_context_snapshot.csv | 34 | 12 | inventory | inventory only | id, season, round, race_id, entity_type, entity_id, constructor_id, standing_position ... |
| race_week | driver_features data/race_week/driver_features.csv | 22 | 21 | inventory | inventory only | id, season, round, race_id, driver_id, constructor_id, avg_race_pace_s, fp2_long_run_pace_s ... |
| race_week | driver_race_week_features data/race_week/driver_race_week_features.csv | 22 | 21 | inventory | inventory only | id, season, round, race_id, driver_id, constructor_id, session_completeness, fp2_long_run_pace_s ... |
| race_week | driver_signals data/race_week/driver_signals.csv | 22 | 17 | inventory | inventory only | id, season, round, race_id, driver_id, constructor_id, form_signal, consistency_signal ... |
| race_week | race_week_driver_board data/race_week/race_week_driver_board.csv | 22 | 18 | passed | not sampled | id, season, round, race_id, driver_id, constructor_id, driver_name, constructor_name ... |
| race_week | race_week_strategy data/race_week/race_week_strategy.csv | 22 | 15 | passed | not sampled | id, season, round, race_id, driver_id, constructor_id, recommended_stop_count, preferred_primary_compound ... |
| race_week | session_features data/race_week/session_features.csv | 22 | 16 | inventory | inventory only | id, season, round, race_id, driver_id, constructor_id, fp1_pace_s, fp2_pace_s ... |
| race_week | spain_qualifying_prediction data/race_week/spain_qualifying_prediction.csv | 22 | 39 | inventory | inventory only | id, season, round, race_id, prediction_mode, mode_label, included_sessions, mode_status ... |
| race_week | weekend_readiness_summary data/race_week/weekend_readiness_summary.csv | 22 | 11 | inventory | inventory only | id, season, round, race_id, driver_id, constructor_id, readiness_score, signal_confidence ... |
| race_week | weather_risk_summary data/race_week/weather_risk_summary.csv | 14 | 10 | inventory | inventory only | id, season, round, race_id, rainfall_probability, track_temp_mean_c, track_temp_volatility_c, wind_speed_mean_mps ... |
| race_week | constructor_features data/race_week/constructor_features.csv | 11 | 15 | inventory | inventory only | id, season, round, race_id, constructor_id, team_pace_s, long_run_pace_s, quali_pace_s ... |
| race_week | constructor_race_week_features data/race_week/constructor_race_week_features.csv | 11 | 13 | inventory | inventory only | id, season, round, race_id, constructor_id, two_car_long_run_pace_s, two_car_one_lap_pace_s, degradation_index ... |
| race_week | constructor_signals data/race_week/constructor_signals.csv | 11 | 12 | inventory | inventory only | id, season, round, race_id, constructor_id, pace_strength_signal, degradation_strength_signal, reliability_signal ... |
| race_week | race_week_constructor_board data/race_week/race_week_constructor_board.csv | 11 | 13 | passed | not sampled | id, season, round, race_id, constructor_id, constructor_name, long_run_pace_s, one_lap_pace_s ... |
| race_week | prediction_signal_quality data/race_week/prediction_signal_quality.csv | 8 | 13 | inventory | inventory only | id, season, round, race_id, prediction_mode, signal_key, usefulness_rank, usefulness_score ... |
| race_week | race_week_storylines data/race_week/race_week_storylines.csv | 2 | 16 | passed | not sampled | id, season, round, race_id, entity_type, entity_id, storyline_type, priority_rank ... |
| race_week | race_context_features data/race_week/race_context_features.csv | 1 | 13 | inventory | inventory only | id, season, round, race_id, circuit_id, archetype_label, high_speed_bias, overtake_difficulty ... |
| race_week | race_context_signals data/race_week/race_context_signals.csv | 1 | 10 | inventory | inventory only | id, season, round, race_id, strategic_complexity_signal, weather_signal, safety_car_signal, overtaking_signal ... |
| race_week | race_week_overview data/race_week/race_week_overview.csv | 1 | 18 | passed | not sampled | id, season, round, race_id, race_name, circuit_id, circuit_name, scheduled_at ... |
| race_week | qualifying_driver_deltas data/race_week/qualifying_driver_deltas.csv | 0 | 16 | inventory | inventory only | id, season, round, race_id, circuit_id, delta_type, driver_id, comparison_driver_id ... |
| race_week | session_year_over_year_deltas data/race_week/session_year_over_year_deltas.csv | 0 | 14 | inventory | inventory only | id, season, round, race_id, circuit_id, session_code, driver_id, constructor_id ... |
| race_week | stint_degradation_summary data/race_week/stint_degradation_summary.csv | 0 | 13 | inventory | inventory only | id, season, round, race_id, session_code, driver_id, constructor_id, compound ... |
| strategy_lab | pit_window data/strategy_lab/pit_window.csv | 132 | 13 | passed | not sampled | id, season, round, race_id, driver_id, constructor_id, scenario_code, stop_number ... |
| strategy_lab | strategy_comparison data/strategy_lab/strategy_comparison.csv | 88 | 20 | passed | not sampled | id, season, round, race_id, driver_id, constructor_id, scenario_code, scenario_label ... |
| strategy_lab | driver_strategy_profile data/strategy_lab/driver_strategy_profile.csv | 22 | 13 | passed | not sampled | id, season, round, race_id, driver_id, constructor_id, aggressive_tendency_score, tyre_management_score ... |
| strategy_lab | race_projection data/strategy_lab/race_projection.csv | 22 | 15 | passed | not sampled | id, season, round, race_id, driver_id, constructor_id, baseline_strategy_code, baseline_total_time_s ... |
| strategy_lab | strategy_features data/strategy_lab/strategy_features.csv | 22 | 45 | passed | not sampled | id, season, round, race_id, driver_id, constructor_id, nominal_race_laps, base_race_pace_s ... |
| strategy_lab | telemetry_strategy_signals data/strategy_lab/telemetry_strategy_signals.csv | 22 | 26 | inventory | inventory only | id, season, round, race_id, driver_id, constructor_id, driver_code, track_archetype ... |
| strategy_lab | track_archetype_weights data/strategy_lab/track_archetype_weights.csv | 13 | 14 | inventory | inventory only | id, season, round, race_id, race_name, track_archetype, straight_line_weight, braking_weight ... |
| strategy_lab | constructor_strategy_profile data/strategy_lab/constructor_strategy_profile.csv | 11 | 11 | passed | not sampled | id, season, round, race_id, constructor_id, pit_efficiency_score, pit_loss_adjustment_s, strategy_success_proxy ... |
| strategy_lab | strategy_lab_overview data/strategy_lab/strategy_lab_overview.csv | 1 | 20 | passed | not sampled | id, season, round, race_id, race_name, circuit_id, archetype_label, race_difficulty ... |
| telemetry_features | corner_braking_profile data/telemetry_features/corner_braking_profile.csv | 7,953 | 17 | passed | not sampled | season, round, event, session, driver, lap_number, compound, stint ... |
| telemetry_features | corner_speed_profile data/telemetry_features/corner_speed_profile.csv | 7,953 | 20 | passed | not sampled | season, round, event, session, driver, lap_number, compound, stint ... |
| telemetry_features | corner_throttle_profile data/telemetry_features/corner_throttle_profile.csv | 7,953 | 15 | passed | not sampled | season, round, event, session, driver, lap_number, compound, stint ... |
| telemetry_features | driver_corner_delta data/telemetry_features/driver_corner_delta.csv | 7,953 | 11 | passed | not sampled | season, round, event, session, corner_id, driver, reference_driver, apex_speed_delta_kph ... |
| telemetry_features | energy_deployment_proxy data/telemetry_features/energy_deployment_proxy.csv | 6,824 | 15 | passed | not sampled | season, round, event, session, driver, lap_number, compound, stint ... |
| telemetry_features | straight_speed_profile data/telemetry_features/straight_speed_profile.csv | 6,824 | 15 | passed | not sampled | season, round, event, session, driver, lap_number, compound, stint ... |
| telemetry_features | telemetry_lap_summary data/telemetry_features/telemetry_lap_summary.csv | 989 | 18 | passed | not sampled | season, round, event, session, driver, lap_number, compound, stint ... |