[pn.ts.selected candles chart]

cd.py

%matplotlib inline
import matplotlib.pyplot as plt
import numpy as np
import pandas as pd
import tushare as ts
import pynance as pn
from pandas import DataFrame,Series

a=ts.get_today_all()
b=a[(a.nmc>5e+5)&(a.nmc<15e+5)&(a.changepercent>5)&(a.turnoverratio>2)]# 涨幅大于5%且自由流通市值在50到150亿之间的个股
c=b.sort_values('changepercent',ascending=False)#按照涨跌幅排序

all_data={}
x=[]
for ticker in c.code:
    all_data[ticker]=ts.get_k_data(ticker,start='2017-01-01',end='2017-05-15')
for i in range(len(all_data)):    
    t=all_data.values()[i].set_index('date')
    t.index=t.index.to_datetime()
    t.index.names=['Date']
    t.volume=t.volume.astype(int)
    t.rename(columns={'volume':'Volume'},inplace=True)
    x.append(t)
    
for o in range(len(x)):
    n=x[o][['open','high','low','close','Volume']]
    pn.chart.candlestick(n,title=x[o]['code'][0])