带有Bokeh的Python BoxPlot -在悬停上显示多个数据点

from bokeh.io import output_file, show
from bokeh.models import HoverTool
from bokeh.plotting import figure
from bokeh.sampledata.autompg import autompg as df

output_file("boxplot.html")

# 假设我们要绘制汽车数据集中不同制造商的汽车公路里程数的箱线图
manufacturers = df["manufacturer"].unique().tolist()
mpg_data = [df[df["manufacturer"] == m]["mpg"].tolist() for m in manufacturers]

p = figure(x_range=manufacturers, plot_height=400, title="BoxPlot - 汽车公路里程数",
           tools="hover", tooltips="@manufacturer: @mpg")

p.boxplot(mpg_data, labels=manufacturers, line_color="black", fill_color="#3B8686", median_color="white")

hover = HoverTool(tooltips=[("Manufacturer", "@manufacturer"), ("MPG", "@mpg")])
p.add_tools(hover)

show(p)