使用 MatPlotLib 绘制数据

Question

我正在开始我的第一个数据科学项目。第一步是绘制 2018 NHL 赛季的所有镜头。似乎无法弄清楚如何从 xCord 和 yCord 列中提取 x 和 y 坐标，这两种数据类型都是 int64 数据类型。

import pandas as pd
import numpy as py
import matplotlib.pyplot as plt

shots = pd.read_csv('NHL_Project/Data/shots_2007-2020.csv')

shot = shots[['homeTeamCode', 'awayTeamCode', 'season','isPlayoffGame','game_id','homeTeamWon', 'period', 'time','period','team','location','event','goal','xCord','yCord','shotType','playerPositionThatDidEvent','playerNumThatDidEvent','goalieIdForShot','goalieNameForShot','shooterPlayerId','shooterName','shooterLeftRight','shotWasOnGoal']].head()

fig = plt.figure(figsize=(100,100))
ax = plt.axes()
t = py.linspace(-100, 100, 100) # return 100 numbers between -100 and 100
x = ['xCord']
y = ['yCord']

ax.plot(x, y, color='red', marker='D')

Answer 1

没有运行此代码，因为我没有您的数据，但它应该可以工作。

您应该从数据框中获取x 和y，但它们都设置为列表[xCord'] 和[yCord]。

import pandas as pd
import numpy as py
import matplotlib.pyplot as plt

shots = pd.read_csv('NHL_Project/Data/shots_2007-2020.csv')

shot = shots[['homeTeamCode', 'awayTeamCode', 'season','isPlayoffGame','game_id','homeTeamWon', 'period', 'time','period','team','location','event','goal','xCord','yCord','shotType','playerPositionThatDidEvent','playerNumThatDidEvent','goalieIdForShot','goalieNameForShot','shooterPlayerId','shooterName','shooterLeftRight','shotWasOnGoal']].head()

fig = plt.figure(figsize=(100,100))
ax = plt.axes()
t = py.linspace(-100, 100, 100) # return 100 numbers between -100 and 100

ax.plot(x=shots.xCord, y=shots.yCord, color='red', marker='D')