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NBA Historical Player Analysis (1996–2023)

0
Neo ZK
Updated 2025-12-09
9 charts

Charts & Visualizations

📊

NBA Top 10 Colleges by Sum of Points, Rebounds, and Assists

Make a chart of Top 10 "college" by sum("pts"+"reb"+"ast")
NBA Top 10 Colleges by Sum of Points, Rebounds, and Assists
📈

Top 10 Player Average Points by Season

Make a chart of Top 10 "pts" by "player_name" "season" Display "player_name" "season" , show "pts" label
Top 10 Player Average Points by Season
🥧

Top 10 Player by Total Points, Rebounds, and Assists

Make a "stacked bar plot" chart of Top 10 "pts"+"reb"+"ast" by "player_name" "season" Display "player_name" "season" on bar, show number on bar label
Top 10 Player by Total Points, Rebounds, and Assists
🔍

Top 10 Average Rebounds by Player and Season

Make a chart of Top 10 "reb" by "player_name" "season" Display "player_name" "season" , show value label
Top 10 Average Rebounds by Player and Season
📉

Scatter Plot: Volume vs. Efficiency

Scatter Plot: Volume vs. Efficiency Axes: average usg_pct (Usage Rate) vs. average ts_pct (True Shooting %). Filter data: Only show average pts >= 20 and average usg_pct> 0.3 or average ts_pct > 0.5 Display info: bubble small, one color show player_name, show avg pts.
Scatter Plot: Volume vs. Efficiency
📋

Top 10 Average USG% for Number One Picks

Make a Chart of "Top 10 average usg_pct as %", as Top 10 Number One Pick ... Data Filter: draft_number = 1
Top 10 Average USG% for Number One Picks
🎯

Top 10 Number One Pick Average Points

Make a Chart of "Top 10 average pts", as Top 10 Number One Pick Data Filter: draft_number = 1
Top 10 Number One Pick Average Points
📌

NBA Legends Performance Comparison

Radar Chart of Player: Machael Jordan, Kobe Bryant, LeBron James Select average PTS, AST, REB, and TS_PCT as the four key dimensions for performance analysis. Show data labels clearly.
NBA Legends Performance Comparison
📊

Rebounding Efficiency by Player Height

Bubble Chart: Player Height vs. Rebounding Axes: average player_height(height maybe change) vs. average reb. Filter data: average reb > 9 Display: show play_name and average dreb_pct in %.
Rebounding Efficiency by Player Height

Data Files

nba_players.csv
Unnamed: 0player_nameteam_abbreviationageplayer_heightplayer_weightcollegecountrydraft_yeardraft_rounddraft_numbergpptsrebastnet_ratingoreb_pctdreb_pctusg_pctts_pctast_pctseason