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pandas - 如何将 NBA-API 列表转换为 DataFrame

问题描述

将 NBA-API 对象转换为 DataFrame 时出现问题。我得到的是数据框的列表。如何将 DataFrame 从列表中拉出或跳过列表并创建 DataFrame。

## NBA API endpoints needed to obtain data
import nba_api.stats.endpoints
from nba_api.stats.static import players
from nba_api.stats.static import teams
from nba_api.stats.endpoints import shotchartdetail

import pandas as pd
from pandas import DataFrame
import matplotlib as mpl
import matplotlib.pyplot as plt

BBplayers = players.get_players()
BBteams = teams.get_teams()

print(type(players))
print(BBplayers[0])
print(len(BBplayers))
## LEN PLAYERS = 4501  PLAYER TYPE IS DICTIONARIES INSIDE LIST


Durant = [player for player in BBplayers if player['full_name'] == 'Kevin Durant'][0]
Durant_id = Durant['id']
print(Durant_id)
## Durant ID = 201142

Thunder = [name for name in BBteams if name['full_name']=='Oklahoma City Thunder'][0]
Thunder_id = Thunder['id']
print(Thunder_id)
print(type(Thunder_id))
## Thunder ID = 1610612760

DurantShotsChart = shotchartdetail.ShotChartDetail(player_id='201142',team_id=1610612760)

print(DurantShotsChart)

NewDF=DurantShotsChart.get_data_frames()

print(type(NewDF))
print(NewDF[1])
print(len(NewDF))

标签： pandaslistdataframenba-api

解决方案

这个？

df1=NewDF[0]
df2=NewDF[1]

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