complete app

2026-09-17 17:39:22 -05:00
parent 4d633a39be
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+---
+title: NBA Analytics Dashboard
+---
+
+```sql games
+select * from nba.games
+```
+
+```sql season_summary
+select * from nba.season_summary
+```
+
+```sql competitiveness
+select * from nba.competitiveness
+```
+
+```sql home_advantage
+select * from nba.home_advantage
+```
+
+```sql top_scorers
+select * from nba.top_scorers
+```
+
+```sql pace_and_scoring
+select * from nba.pace_and_scoring
+```
+
+```sql team_ratings
+select * from nba.team_ratings
+```
+
+```sql play_styles
+select * from nba.play_styles
+```
+
+```sql player_impact
+select * from nba.player_impact
+```
+
+```sql game_drama
+select * from nba.game_drama
+```
+
+```sql usage_efficiency
+select * from nba.usage_efficiency
+```
+
+# 🏀 NBA Analytics
+
+<BigValue data={season_summary} value=total_games title="Total Games" />
+<BigValue data={season_summary} value=avg_total_points title="Avg Points/Game" />
+<BigValue data={season_summary} value=overtime_games title="OT Games" />
+<BigValue data={season_summary} value=avg_margin title="Avg Margin" />
+
+---
+
+## League Evolution: Pace & Scoring
+
+<LineChart
+  data={pace_and_scoring}
+  x=season
+  y={['avg_total_points', 'avg_pace']}
+  y2=avg_efg_pct
+  title="How the NBA Has Changed: Points, Pace & Efficiency"
+  yAxisTitle="Points / Pace"
+  y2AxisTitle="eFG%"
+/>
+
+## Game Drama Over Time
+
+<AreaChart
+  data={game_drama}
+  x=season
+  y={['clutch_pct', 'blowout_pct', 'ot_pct']}
+  title="% of Games: Clutch (≤5pt margin) vs Blowouts (20+) vs Overtime"
+  yAxisTitle="% of Games"
+/>
+
+---
+
+## Current Season: Team Power Rankings
+
+<BarChart
+  data={team_ratings}
+  x=team
+  y=avg_net_rating
+  title="Net Rating by Team (Current Season)"
+  swapXY=true
+  colorPalette={['#dc2626', '#dc2626', '#dc2626', '#dc2626', '#dc2626', '#f97316', '#f97316', '#f97316', '#f97316', '#f97316', '#6b7280', '#6b7280', '#6b7280', '#6b7280', '#6b7280', '#6b7280', '#6b7280', '#6b7280', '#6b7280', '#6b7280', '#22c55e', '#22c55e', '#22c55e', '#22c55e', '#22c55e', '#16a34a', '#16a34a', '#16a34a', '#16a34a', '#16a34a']}
+/>
+
+<DataTable data={team_ratings} rows=30>
+  <Column id=team title="Team" />
+  <Column id=wins title="W" />
+  <Column id=games title="GP" />
+  <Column id=win_pct title="Win%" />
+  <Column id=avg_off_rating title="ORtg" />
+  <Column id=avg_def_rating title="DRtg" />
+  <Column id=avg_net_rating title="Net" contentType=colorscale colorScale=RdYlGn />
+  <Column id=avg_pace title="Pace" />
+</DataTable>
+
+## Shot Selection Style & Winning
+
+<BarChart
+  data={play_styles}
+  x=shot_selection_style
+  y={['win_pct', 'avg_off_rating']}
+  y2=avg_off_rating
+  title="Does Three-Point Shooting Win Games?"
+  yAxisTitle="Win %"
+  y2AxisTitle="Off Rating"
+/>
+
+---
+
+## Player Impact: Usage vs Efficiency
+
+<ScatterPlot
+  data={usage_efficiency}
+  x=usage
+  y=efficiency
+  size=ppg
+  tooltipTitle=player_name
+  title="Usage Rate vs True Shooting % (bubble size = PPG)"
+  xAxisTitle="Usage Rate %"
+  yAxisTitle="True Shooting %"
+/>
+
+## Top 30 Players by Box Plus/Minus (Current Season)
+
+<DataTable data={player_impact} rows=30>
+  <Column id=player_name title="Player" />
+  <Column id=team title="Team" />
+  <Column id=games title="GP" />
+  <Column id=ppg title="PPG" />
+  <Column id=apg title="APG" />
+  <Column id=rpg title="RPG" />
+  <Column id=avg_bpm title="BPM" contentType=colorscale colorScale=RdYlGn />
+  <Column id=avg_usage title="USG%" />
+  <Column id=ts_pct title="TS%" />
+  <Column id=double_doubles title="DD" />
+  <Column id=triple_doubles title="TD" />
+</DataTable>
+
+<BarChart
+  data={player_impact}
+  x=player_name
+  y=avg_bpm
+  title="Box Plus/Minus Leaders"
+  swapXY=true
+/>
+
+---
+
+## Home Court Advantage Trend
+
+<LineChart
+  data={home_advantage}
+  x=season_display
+  y=home_win_pct
+  title="Home Team Win % by Season"
+  yAxisTitle="Win %"
+  yMin=40
+  yMax=70
+  markers=true
+/>
+
+## Recent Games
+
+<DataTable data={games} rows=20>
+  <Column id=game_date title="Date" />
+  <Column id=home_team title="Home" />
+  <Column id=visitor_team title="Away" />
+  <Column id=home_points title="H Pts" />
+  <Column id=visitor_points title="A Pts" />
+  <Column id=winning_team title="Winner" />
+  <Column id=point_differential title="Margin" />
+  <Column id=game_competitiveness_tier title="Type" />
+  <Column id=is_overtime title="OT" />
+</DataTable>