python - plotly express 更新饼图

Question

下面的代码生成一个以图片显示的饼图。我需要在饼图中的价格后添加一个 $ 符号，有人可以帮我这样做吗？我刚开始探索 :) 提前谢谢你！

pie = data[["room_type","price"]]
pie_chart = pie.groupby(['room_type'], as_index=False).median()

fig3 = px.pie(pie_chart,
          values='price',
          names='room_type',
          color_discrete_sequence =['#de425b','#ef805b','#f7b672'])
fig3.update_traces(hoverinfo='label+percent', textinfo='value', textfont_size=17)
fig3.update_layout(
    title_text = 'Median of prices per room type',
    legend_title = 'Room type',
    title_font = dict(family='Courier', size=16, color='black'),
    title_x=0.5,
    font_family="Courier",
    font_color="black",
    legend_title_font_color="black"
   )

标签： pythonplotlydata-sciencepie-chartplotly-express

Answer 1

在 中fig.update_traces method，您可以传递textinfo='text'而不是textinfo='labels'然后将文本定义为 DataFrame 中的价格列表，并以美元符号作为每个价格的前缀。

import pandas as pd
import plotly.express as px

# pie = data[["room_type","price"]]
# pie_chart = pie.groupby(['room_type'], as_index=False).median()

## recreate DataFrame
pie_chart = pd.DataFrame({
    'room_type':['Entire room/apt','Private room','Shared room'],
    'price': ['68','35','16']
})

fig3 = px.pie(pie_chart,
          values='price',
          names='room_type',
          color_discrete_sequence =['#de425b','#ef805b','#f7b672'])
## pass a list of values 
fig3.update_traces(
    hoverinfo='label+percent', 
    text=['$' + price for price in pie_chart.price.values],
    textinfo='text', 
    textfont_size=17)
fig3.update_layout(
    title_text = 'Median of prices per room type',
    legend_title = 'Room type',
    title_font = dict(family='Courier', size=16, color='black'),
    title_x=0.5,
    font_family="Courier",
    font_color="black",
    legend_title_font_color="black"
   )
fig3.show()