使用python的bokeh库对和marital和job进行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 = pdr

#对marital进行可视化 marital_counts = df['marital'].value_counts() marital_list = list(marital_counts.index) marital_values = list(marital_counts.values)

#设置画布 p1 = figure(x_range=marital_list, plot_height=400, title="Marital Counts") p1.vbar(x=marital_list, top=marital_values, width=0.9) p1.xgrid.grid_line_color = None p1.y_range.start = 0

#对job进行可视化 job_counts = df['job'].value_counts() job_list = list(job_counts.index) job_values = list(job_counts.values)

#设置画布 p2 = figure(x_range=job_list, plot_height=400, title="Job Counts") p2.vbar(x=job_list, top=job_values, width=0.9) p2.xgrid.grid_line_color = None p2.y_range.start = 0

#布局合理 from bokeh.layouts import row show(row(p1, p2)