plot_stadium(team)
Plot the outline of a specified team's stadium using MLBAM coordinates
team: name of the team whose stadium you're plotting. Acceptable inputs:
angelsastrosathleticsblue_jaysbravesbrewerscardinalscubsdiamondbacksdodgersgenericgiantsindiansmarinersmarlinsmetsnationalsoriolespadresphilliespiratesrangersraysred_soxredsrockiesroyalstigerstwinswhite_soxyankees
spraychart(data, team_stadium, title='', tooltips=[], size=100, colorby='events', legend_title='', width=500, height=500)
data: Statcast data containing at the minimum hc_x, hc_y, and events. Any additional data you want included in the tooltips needs to also be included
team_stadium: name of the team whose stadium you want the hits overlaid on. Acceptable inputs are the same as above
title: title for your chart
size: size of the marks on the spraychart
colorby: which category in the data to use when color-coding the marks. By default will use the events variable. If there are multiple players in your data, use player to give each player their own unique color.
legend_title: optional arugment to change the title of the legend
width: width of the plot
height: height of the plot
from pybaseball import statcast_batter, spraychart
data = statcast_batter('2019-05-01', '2019-07-01', 514888)
sub_data = data[data['home_team'] == 'HOU']
spraychart(sub_data, 'astros', title='Jose Altuve: May-June 2019')
votto_data = statcast_batter('2019-08-01', '2019-10-01', 458015)
aquino_data = statcast_batter('2019-08-01', '2019-10-01', 606157)
data = pd.concat([votto_data, aquino_data])
home_data = data[data['home_team'] == 'CIN']
spraychart(home_data, 'reds', title='Joey Votto vs. Aristedes Aquino', colorby='player')
plot_bb_profile(df: pd.DataFrame, parameter: Optional[str] = "launch_angle")
Plots a given StatCast parameter split by bb type.
df (pd.DataFrame): StatCast pd.DataFrame (retrieved through statcast, statcast_batter, etc)
parameter (Optional[str], optional): Parameter to plot. Defaults to "launch_angle".
from pybaseball.plotting import plot_bb_profile
from pybaseball import statcast
import matplotlib.pyplot as plt
df = statcast("2018-05-01","2018-05-04")
plot_bb_profile(df, parameter="launch_angle")
plt.show()
plot_team(data, x_axis, y_axis, title=None)
data: Fangraphs team data from either team_batting or team_pitching
x_axis: name of stat to be plotted as the x_axis of the chart
y_axis: name of stat to be plotted as the y_axis of the chart
title: title for your chart
from pybaseball import plot_teams, team_batting
data = team_batting(2023)
plot_teams(data, "HR", "BB")
plot_strike_zone(data: pd.DataFrame, title: str = '', colorby: str = 'pitch_type', legend_title: str = '', annotation: str = 'pitch_type', axis: Optional[axes.Axes] = None) -> axes.Axes:
data: StatCast pandas.DataFrame of StatCast pitcher data
title: (str), default = '' Optional: Title of plot
colorby: (str), default = 'pitch_type', Optional: Which category to color the mark with. 'pitch_type', 'pitcher', 'description' or a column within data
legend_title: (str), default = based on colorby, Optional: Title for the legend
annotation: (str), default = 'pitch_type', Optional: What to annotate in the marker. 'pitch_type', 'release_speed', 'effective_speed', 'launch_speed', or something else in the data
axis: (matplotlib.axis.Axes), default = None, Optional: Axes to plot the strike zone on. If None, a new Axes will be created
from pybaseball.plotting import plot_strike_zone
from pybaseball import statcast_pitcher
data = statcast_pitcher('2022-09-03', '2022-09-03', 656302)
plot_strike_zone(data, title = "Dylan Cease's 1-hitter on Sept 3, 2022")
from pybaseball.plotting import plot_strike_zone
from pybaseball import statcast_pitcher
data = statcast_pitcher('2022-09-03', '2022-09-03', 656302)
plot_strike_zone(data.loc[data["pitch_type"] == "SL"], title = "Exit Velocities on Dylan Cease's Slider", colorby='description', annotation="launch_speed")
from pybaseball.plotting import plot_strike_zone
from pybaseball import statcast
data = statcast('2023-04-23', '2023-04-23')
plot_strike_zone(data.loc[data["batter"] == 669016], title = "Brandon Marsh's Three True Outcome Day", colorby='pitcher', annotation="description")
`