使用python的housing和default关系可视化分析布局合理from bokehplotting import figure showoutput_fileimport numpy as npimport pandas as pdimport pandasdf = pdread_csvrUsersfuchuanruoDesktop可视化作业实践traincsvtest = pdread_
创建散点图
p = figure(title="Housing and Default Relationship", x_axis_label='Housing', y_axis_label='Default')
将数据分为两个组，一个是有房屋贷款的人，另一个是没有房屋贷款的人
has_housing = df[df['housing']=='yes'] no_housing = df[df['housing']=='no']
绘制有房屋贷款的人的散点图
p.circle(x=has_housing['housing'], y=has_housing['default'], color='blue', legend_label='Has Housing')
绘制没有房屋贷款的人的散点图
p.circle(x=no_housing['housing'], y=no_housing['default'], color='red', legend_label='No Housing')
显示图表
show(p)
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