将分组条形图中每个条形的颜色更改为自定义颜色

Posted 2023-02-18

【中文标题】将分组条形图中每个条形的颜色更改为自定义颜色

【英文标题】：Change color of each bar in a grouped bar chart plotly to custom colors

【发布时间】：2021-09-24 22:07:43

【问题描述】：

我正在尝试为绘图图表中的每个条形使用自定义十六进制代码，但我无法解决这个问题。

谁能帮帮我。

下面是我使用的代码

#Defining Custom Colors
colours = 'Base_Models': '#0C3B5D',
          'Standard_scaled_scores': '#3EC1CD',
          'Min_Max_scaled_scores': '#EF3A4C',
          'Scaling & feature selection_scores': '#FCB94D'


import plotly.express as px

fig = px.bar(compareModels_aft_Cleansing, x="Base_Models", y=["Base_Models_Scores",
                                                     "Standard_scaled_scores", "Min_Max_scaled_scores",
                                                     "Scaling & feature selection_scores"],
              title="Training Scores", barmode='group', text = 'value',
            hover_name="Base_Models",
            hover_data='Base_Models':False,     # remove species from hover data                    
                            color = colours)

【参考方案1】：

你没有提供样本数据所以我合成了 据我了解，您的

colors

地图不正确。您将 Base_Models_Scores 绘制为条形而不是 Base_Models，这是 x 轴 您需要的参数是

color_discrete_map

来实现您的要求

import pandas as pd
import numpy as np

# Defining Custom Colors
colours = 
    "Base_Models_Scores": "#0C3B5D",
    "Standard_scaled_scores": "#3EC1CD",
    "Min_Max_scaled_scores": "#EF3A4C",
    "Scaling & feature selection_scores": "#FCB94D",


# generate sample data...
compareModels_aft_Cleansing = pd.DataFrame(
    
        **"Base_Models": colours.keys(),
        **
            c: np.random.randint(1, 4, len(colours.keys()))
            for c in colours.keys()
        ,
    
)


import plotly.express as px

fig = px.bar(
    compareModels_aft_Cleansing,
    x="Base_Models",
    y=[
        "Base_Models_Scores",
        "Standard_scaled_scores",
        "Min_Max_scaled_scores",
        "Scaling & feature selection_scores",
    ],
    title="Training Scores",
    barmode="group",
    text="value",
    hover_name="Base_Models",
    hover_data="Base_Models": False,  # remove species from hover data
    color_discrete_map=colours,
)

fig