分类属性绘图

约定不等于承诺〃 2023-06-20 06:29 7阅读 0赞

1.  图的合并
    
        sns.violinplot(x='day',y='total_bill',data=tips,inner=None)
        sns.swarmplot(x='day',y='total_bill',data=tips,color='w',alpha=.5)
    
    运行结果：  
    ![在这里插入图片描述][watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3dlaXhpbl80MjI2MDEwMg_size_16_color_FFFFFF_t_70]
2.  显示的集中趋势可以用条形图来表示
    
        sns.barplot(x='sex',y='survived',hue='class',data=titanic)
    
    运行结果：  
    ![在这里插入图片描述][watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3dlaXhpbl80MjI2MDEwMg_size_16_color_FFFFFF_t_70 1]
3.  点图可以更好的表述变化差异
    
        sns.pointplot(x='sex',y='survived',hue='class',data=titanic)
    
    运行结果：  
    ![在这里插入图片描述][watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3dlaXhpbl80MjI2MDEwMg_size_16_color_FFFFFF_t_70 2]
4.  指定线型
    
        sns.pointplot(x='class',y='survived',hue='sex',data=titanic,
                      palette={ 'male':'g','female':'m'},
                      marker={ '`','o'},
                      linestyles=['-','--'])
    
    运行结果：  
    ![在这里插入图片描述][watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3dlaXhpbl80MjI2MDEwMg_size_16_color_FFFFFF_t_70 3]
5.  盒图横着画
    
        sns.boxplot(data=iris,orient='h')
    
    运行结果：  
    ![在这里插入图片描述][watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3dlaXhpbl80MjI2MDEwMg_size_16_color_FFFFFF_t_70 4]
6.  多面板分类图
    
        sns.factorplot(x='day',y='total_bill',hue='smoker',data=tips)
    
    运行结果：  
    ![在这里插入图片描述][watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3dlaXhpbl80MjI2MDEwMg_size_16_color_FFFFFF_t_70 5]
    
        sns.factorplot(x='day',y='total_bill',hue='smoker',data=tips,kind='bar')
    
    运行结果：  
    ![在这里插入图片描述][watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3dlaXhpbl80MjI2MDEwMg_size_16_color_FFFFFF_t_70 6]
    
        sns.factorplot(x='day',y='total_bill',hue='smoker',data=tips,col='time',kind='swarm')
    
    ![在这里插入图片描述][watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3dlaXhpbl80MjI2MDEwMg_size_16_color_FFFFFF_t_70 7]
    
        sns.factorplot(x='time',y='total_bill',hue='smoker',data=tips,
                       col='day',kind='box',size=4,aspect=.5)
    
    运行结果：  
    ![在这里插入图片描述][watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3dlaXhpbl80MjI2MDEwMg_size_16_color_FFFFFF_t_70 8]

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