同花顺Supermind量化交易 通过三行代码掌握柱状图、线图和饼图--附源代码

通过三行代码来掌握柱状图、线图和饼图，附完整代码。

通过三行代码掌握柱状图、线图和饼图

In [1]:

#数据准备-确定时间
date ='20190403'
#获取当天申万一级银行的所有股票
stock_list1= get_industry_stocks('S48',date)
#获取市盈率和市净率数据
q = query(
    factor.symbol,
    factor.date,
    factor.pe_ttm,
    factor.pb
    ).filter(
    factor.symbol.in_(stock_list1),
    factor.date==date)
df = get_factors(q)
#股票名称，数据保留2位小数
df['name'] = df['factor_symbol'].apply(lambda x:get_security_info(x).display_name)
df['factor_pe_ttm'] =round(df['factor_pe_ttm'],2)
df['factor_pb'] =round(df['factor_pb'],2)
#数据排序
df = df.sort_values(by='factor_pe_ttm')
#提取股票名、PE_ttm、PB三列数据
stocklist = list(df['name'])
pe_ttm = list(df['factor_pe_ttm'])
pb = list(df['factor_pb'])

In [2]:

from pyecharts import Bar
bar = Bar("银行业估值指标",'市盈率+市净率')
bar.add('PE_ttm', stocklist, pe_ttm,mark_point=["max",'min'],mark_line=["average"])
bar.add('PB', stocklist, pb,)

Out[2]:

In [3]:

from pyecharts import Line
line = Line("银行业估值指标",'市盈率')
line.add("市盈率-PE_ttm", stocklist, pe_ttm,mark_point=["max",'min'],mark_line=["average"])

Out[3]:

In [4]:

from pyecharts import Pie
pie = Pie("银行业估值指标",'市盈率')
pie.add("pe_ttm", stocklist, pb, is_legend_show=False,is_label_show=True)

Out[4]:

In [ ]:

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