以下为python语言请用bokeh库生成如何统计job和lending_rate3m的关系并生成可视化图from bokehplotting import figure showoutput_fileimport numpy as npimport pandas as pdimport pandasdf = pdread_csvrUsersfuchuanruoDesktop可视化作业实践trai
首先筛选出需要的数据
data = df[['job', 'lending_rate3m']]
对数据进行分组统计
grouped_data = data.groupby('job').mean()
绘制可视化图
p = figure(x_range=grouped_data.index.tolist(), plot_height=350, title="Job and Lending Rate3m Relationship", toolbar_location=None, tools="")
p.vbar(x=grouped_data.index.tolist(), top=grouped_data['lending_rate3m'].tolist(), width=0.9)
p.xgrid.grid_line_color = None p.y_range.start = 0
show(p)
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