NBA Player Props Data Inventory

Updated: 2026-04-03 Status: All sources operational


EDGE DETECTION (7 scanners)

Scanner Table Distribution Edges (7d)
Points player_prop_edges (prop_type='player_points') Normal (sigma 6.5) ~1,800
Rebounds player_prop_edges (prop_type='player_rebounds') NegBin (r=1.4) ~1,200
Assists player_prop_edges (prop_type='player_assists') NegBin (r=1.4) ~780
Threes player_prop_edges (prop_type='player_threes') ZINB (r=1.5) ~790
Blocks player_prop_edges (prop_type='player_blocks') ZIP ~120
Steals player_prop_edges (prop_type='player_steals') ZIP ~250
All Combined player_prop_edges (sport='nba') Mixed ~5,000

ODDS & PRICES

Source Table Schedule
Kalshi NBA player props sports_odds_snapshots (source='kalshi', sport='nba') Every 30min
FanDuel NBA Props player_props (sport='nba', source='fanduel') 4x daily
DraftKings NBA Props player_props (sport='nba', source='draftkings') 4x daily

PLAYER DATA

Source Table Rows Schedule
Player Game Logs nba_player_game_logs 8,500+ 11 AM daily
Player Advanced Stats nba_player_advanced_stats 721 11 AM daily
Player Rolling Averages nba_player_rolling_stats 141 11 AM daily
Player Injuries nba_injuries 117 11 AM + 5 PM
NBAStuffer nbastuffer_stats 30 11 AM daily
ESPN BPI espn_bpi_predictions 36 11 AM daily

COMPUTED ANALYTICS

Metric Table Rows Schedule
Player Prop Profiles player_prop_profiles 980 11 AM daily
Player Stat Correlations player_prop_correlations 2,045 11 AM daily
Minutes Projections player_minutes_projection 140 11 AM daily
Player Rate Stats player_rate_stats 8,400+ 11 AM daily
Matchup Adjustments matchup_adjustments 707 11 AM daily
Usage Cascade usage_cascade_adjustments 105 11 AM daily

KEY PARAMETERS

Parameter Value
Min net edge 4 cents
Kalshi fee 7% on profit
Max spread 10 cents
Kalshi format N+ (>= threshold)
FD de-vig Shin method
Props direction YES/Over only
Curve function exceedance(threshold - 1)

DATABASE

All data in research-pipeline.db at /home/ubuntu/edgeclaw/data/db/research-pipeline.db (SQLite WAL mode).

Source: ~/.claude/projects/-home-ubuntu-edgeclaw/memory/player-props-data-inventory.md