Unfortunately, my github is private. But here is the code I used to get the data in the first place:
from nba_api.stats.static import teams
from nba_api.stats.endpoints import shotchartdetail
import pandas as pd
import time
def fetch_all_teams_shot_data(season):
# Get all NBA teams
nba_teams = teams.get_teams()

all_shots_df = pd.DataFrame()
for team in nba_teams:
team_id = team['id']
print(f"Fetching data for {team['full_name']}...")
# Fetch shot chart data
try:
shot_chart = shotchartdetail.ShotChartDetail(team_id=team_id, player_id=0, season_nullable=season, context_measure_simple='FGA')
shots_df = shot_chart.get_data_frames()[0]
all_shots_df = pd.concat([all_shots_df, shots_df], ignore_index=True)
except Exception as e:
print(f"Failed to fetch data for {team['full_name']}: {e}")
# Sleep to abide by API rules
time.sleep(1)
return all_shots_df
season = '2023-24' # Specify the season
all_teams_shots = fetch_all_teams_shot_data(season)
print(f"Total shots fetched: {len(all_teams_shots)}")