zoukankan      html  css  js  c++  java
  • Python Pandas 箱线图

    各国家用户消费分布

    import numpy as np
    import pandas as pd
    import matplotlib.pyplot as plt
    
    data = {
        'China': [1000, 1200, 1300, 1400, 1500, 1600, 1700, 1800, 1900, 2500],
        'America': [1200, 1300, 1400, 1500, 1600, 1700, 1800, 1900, 2000, 2100],
        'Britain': [1000, 1200, 1300, 1400, 1500, 1600, 1700, 1800, 1900, 2000],
        "Russia": [800, 1000, 1200, 1300, 1400, 1500, 1600, 1700, 1800, 1900]
    }
    df = pd.DataFrame(data)
    
    # df.plot.box(title="Consumer spending in each country", vert=False)
    df.plot.box(title="Consumer spending in each country")
    
    plt.grid(linestyle="--", alpha=0.3)
    plt.show()
    

      

    import numpy as np
    import pandas as pd
    import matplotlib.pyplot as plt
    
    data = {
        'China': [1000, 1200, 1300, 1400, 1500, 1600, 1700, 1800, 1900, 2500],
        'America': [1200, 1300, 1400, 1500, 1600, 1700, 1800, 1900, 2000, 2100],
        'Britain': [1000, 1200, 1300, 1400, 1500, 1600, 1700, 1800, 1900, 2000],
        "Russia": [800, 1000, 1200, 1300, 1400, 1500, 1600, 1700, 1800, 1900]
    }
    df = pd.DataFrame(data)
    
    from pandas.plotting import table
    
    fig, ax = plt.subplots(1, 1)
    
    table(ax, np.round(df.describe(), 2),
          loc='upper right',
          colWidths=[0.1, 0.1, 0.1, 0.1]
          )
    
    # df.plot.box(title="Consumer spending in each country", vert=False)
    df.plot.box(title="Consumer spending in each country",
                ax=ax,
                ylim=(750, 3000))
    
    plt.grid(linestyle="--", alpha=0.3)
    plt.show()
    

      

    import numpy as np
    import pandas as pd
    import matplotlib.pyplot as plt
    
    data = {"gender": [1, 0, 1, 0, 1, 0, 1, 0, 1, 0],
            'China': [1000, 1200, 1300, 1400, 1500, 1600, 1700, 1800, 1900, 2500],
            'America': [1200, 1300, 1400, 1500, 1600, 1700, 1800, 1900, 2000, 2100]
            }
    df = pd.DataFrame(data)
    
    # df.boxplot(column=["China", "America"], by="gender",vert=False)
    df.boxplot(column=["China", "America"], by="gender")
    
    plt.grid(linestyle="--", alpha=0.3)
    plt.show()
    

      

  • 相关阅读:
    bzoj 2618: [Cqoi2006]凸多边形
    BZOJ 4556 [Tjoi2016&Heoi2016]字符串
    BZOJ 4850 [Jsoi2016]灯塔
    BZOJ 2956: 模积和
    PHP 正则表达式
    Linux Centos6.5安装redis3.0 和phpredis
    linux 删除过期文件
    THINKPHP报错 _STORAGE_WRITE_ERROR
    THINKPHP 部署nginx上URL 构造错误
    Linux 修改mysql密码
  • 原文地址:https://www.cnblogs.com/wwxbi/p/9032248.html
Copyright © 2011-2022 走看看