# 動量策略(momentum driven)——修正版
> 來源:https://uqer.io/community/share/5590a4d4f9f06cb5604f187e
```py
import pandas as pd
start = '2011-11-01'
end = '2015-06-25'
benchmark = 'HS300'
universe = set_universe('HS300') # 股票池為滬深300
capital_base = 10000000
refresh_rate = 10
def initialize(account):
pass
def handle_data(account):
history = account.get_attribute_history('closePrice', 20)
momentum = {'symbol':[], 'c_ret':[]}
for stk in account.universe:
momentum['symbol'].append(stk)
momentum['c_ret'].append(history[stk][-1]/history[stk][0])
# 按照過去20日收益率排序,并且選擇前20%的股票作為買入候選
momentum = pd.DataFrame(momentum).sort(columns='c_ret').reset_index()
momentum = momentum[len(momentum)*4/5:len(momentum)] # 選擇
buylist = momentum['symbol'].tolist()
for stk in account.valid_secpos:
if stk not in buylist:
order_to(stk, 0)
# 等權重買入所選股票
portfolio_value = account.referencePortfolioValue
filteredBuylist = []
for stk in buylist:
if not np.isnan(account.referencePrice[stk]):
filteredBuylist.append(stk)
print account.current_date, filteredBuylist
for stk in filteredBuylist:
if stk not in account.valid_secpos:
order_to(stk, int(portfolio_value / account.referencePrice[stk] / 100.0 / len(buylist))*100)
```

```
2011-11-29 00:00:00 ['000963.XSHE', '000061.XSHE', '601106.XSHG', '600108.XSHG', '300251.XSHE', '000400.XSHE', '600519.XSHG', '600100.XSHG', '600157.XSHG', '000999.XSHE', '002065.XSHE', '000895.XSHE', '600177.XSHG', '002008.XSHE', '002230.XSHE', '000858.XSHE', '600578.XSHG', '000729.XSHE', '002353.XSHE', '002465.XSHE', '000009.XSHE', '600256.XSHG', '600998.XSHG', '002385.XSHE', '300133.XSHE', '002007.XSHE', '002450.XSHE', '000581.XSHE', '600535.XSHG', '300003.XSHE', '600008.XSHG', '000503.XSHE', '600406.XSHG', '600315.XSHG', '000413.XSHE', '600809.XSHG', '002292.XSHE', '600085.XSHG', '000538.XSHE', '600718.XSHG', '000423.XSHE', '300027.XSHE', '600600.XSHG', '300070.XSHE', '600276.XSHG', '600703.XSHG', '600066.XSHG', '600597.XSHG', '300146.XSHE', '000539.XSHE', '300058.XSHE', '600485.XSHG', '600373.XSHG', '600637.XSHG', '002570.XSHE']
2011-12-13 00:00:00 ['000895.XSHE', '601318.XSHG', '002142.XSHE', '600028.XSHG', '601766.XSHG', '000963.XSHE', '601398.XSHG', '601166.XSHG', '600383.XSHG', '601328.XSHG', '000423.XSHE', '002353.XSHE', '000001.XSHE', '000538.XSHE', '002304.XSHE', '600315.XSHG', '002385.XSHE', '601988.XSHG', '000002.XSHE', '600276.XSHG', '600519.XSHG', '000046.XSHE', '601169.XSHG', '601288.XSHG', '000858.XSHE', '600108.XSHG', '002570.XSHE', '002292.XSHE', '601939.XSHG', '600535.XSHG', '002038.XSHE', '601628.XSHG', '600177.XSHG', '600893.XSHG', '600048.XSHG', '000999.XSHE', '600637.XSHG', '000069.XSHE', '600867.XSHG', '600015.XSHG', '300058.XSHE', '601333.XSHG', '600016.XSHG', '000024.XSHE', '600036.XSHG', '002146.XSHE', '601888.XSHG', '000539.XSHE', '002065.XSHE', '601009.XSHG', '600066.XSHG', '002236.XSHE', '000738.XSHE', '601555.XSHG', '601928.XSHG']
2011-12-27 00:00:00 ['600000.XSHG', '600633.XSHG', '002007.XSHE', '600028.XSHG', '600100.XSHG', '600863.XSHG', '600741.XSHG', '600660.XSHG', '600153.XSHG', '002142.XSHE', '000738.XSHE', '600642.XSHG', '000402.XSHE', '600066.XSHG', '601328.XSHG', '601988.XSHG', '000963.XSHE', '601398.XSHG', '600104.XSHG', '601166.XSHG', '002292.XSHE', '300017.XSHE', '601933.XSHG', '600016.XSHG', '600019.XSHG', '601601.XSHG', '601857.XSHG', '600867.XSHG', '600690.XSHG', '601288.XSHG', '002065.XSHE', '600036.XSHG', '601991.XSHG', '601009.XSHG', '002252.XSHE', '000581.XSHE', '601633.XSHG', '600027.XSHG', '601333.XSHG', '600795.XSHG', '000069.XSHE', '600893.XSHG', '000539.XSHE', '000002.XSHE', '600015.XSHG', '600011.XSHG', '002415.XSHE', '600383.XSHG', '600048.XSHG', '000024.XSHE', '002236.XSHE', '000046.XSHE', '002146.XSHE', '601555.XSHG', '601336.XSHG', '601928.XSHG']
2012-01-12 00:00:00 ['002450.XSHE', '600170.XSHG', '000024.XSHE', '600036.XSHG', '601699.XSHG', '600115.XSHG', '600886.XSHG', '600642.XSHG', '600048.XSHG', '600795.XSHG', '600028.XSHG', '000937.XSHE', '000157.XSHE', '600015.XSHG', '601601.XSHG', '601992.XSHG', '600066.XSHG', '600340.XSHG', '600372.XSHG', '601111.XSHG', '601808.XSHG', '600369.XSHG', '000651.XSHE', '600578.XSHG', '601898.XSHG', '000970.XSHE', '600031.XSHG', '300146.XSHE', '000425.XSHE', '002594.XSHE', '000100.XSHE', '600348.XSHG', '000629.XSHE', '601933.XSHG', '600690.XSHG', '601633.XSHG', '000539.XSHE', '002292.XSHE', '600309.XSHG', '002146.XSHE', '601377.XSHG', '600383.XSHG', '600060.XSHG', '000625.XSHE', '000046.XSHE', '601991.XSHG', '600415.XSHG', '600741.XSHG', '000800.XSHE', '600010.XSHG', '600027.XSHG', '600011.XSHG', '600100.XSHG', '600104.XSHG', '601336.XSHG']
2012-02-02 00:00:00 ['600317.XSHG', '600157.XSHG', '600383.XSHG', '000783.XSHE', '600030.XSHG', '002202.XSHE', '600585.XSHG', '601866.XSHG', '601166.XSHG', '000623.XSHE', '600028.XSHG', '000878.XSHE', '601168.XSHG', '600309.XSHG', '601336.XSHG', '601318.XSHG', '000009.XSHE', '600104.XSHG', '000800.XSHE', '600153.XSHG', '000039.XSHE', '601958.XSHG', '600837.XSHG', '000625.XSHE', '601808.XSHG', '600188.XSHG', '600340.XSHG', '000937.XSHE', '600166.XSHG', '000060.XSHE', '002008.XSHE', '601699.XSHG', '000425.XSHE', '600741.XSHG', '000100.XSHE', '600031.XSHG', '002129.XSHE', '601899.XSHG', '600010.XSHG', '600362.XSHG', '000157.XSHE', '600739.XSHG', '000776.XSHE', '600547.XSHG', '600549.XSHG', '600497.XSHG', '000970.XSHE', '600100.XSHG', '600348.XSHG', '600489.XSHG', '000630.XSHE', '601377.XSHG', '600111.XSHG', '600060.XSHG', '000960.XSHE', '002653.XSHE']
2012-02-16 00:00:00 ['601186.XSHG', '601899.XSHG', '000623.XSHE', '002241.XSHE', '002385.XSHE', '002304.XSHE', '600718.XSHG', '601958.XSHG', '000400.XSHE', '002008.XSHE', '601607.XSHG', '002081.XSHE', '600372.XSHG', '600893.XSHG', '600497.XSHG', '600837.XSHG', '600549.XSHG', '600030.XSHG', '000738.XSHE', '601318.XSHG', '600111.XSHG', '000009.XSHE', '600153.XSHG', '000776.XSHE', '600271.XSHG', '601106.XSHG', '600157.XSHG', '600108.XSHG', '000060.XSHE', '600166.XSHG', '300017.XSHE', '600809.XSHG', '000750.XSHE', '601117.XSHG', '600362.XSHG', '600516.XSHG', '601866.XSHG', '000157.XSHE', '002001.XSHE', '600547.XSHG', '600277.XSHG', '002375.XSHE', '601989.XSHG', '002230.XSHE', '601118.XSHG', '000630.XSHE', '600489.XSHG', '002456.XSHE', '600637.XSHG', '601919.XSHG', '600060.XSHG', '000960.XSHE', '002129.XSHE', '600340.XSHG', '601258.XSHG', '002653.XSHE']
2012-03-01 00:00:00 ['000883.XSHE', '002001.XSHE', '000738.XSHE', '600703.XSHG', '000063.XSHE', '300017.XSHE', '002081.XSHE', '601633.XSHG', '002304.XSHE', '000625.XSHE', '300146.XSHE', '600256.XSHG', '600873.XSHG', '002465.XSHE', '000060.XSHE', '002422.XSHE', '600690.XSHG', '300251.XSHE', '000768.XSHE', '600570.XSHG', '002385.XSHE', '600893.XSHG', '002008.XSHE', '002450.XSHE', '600157.XSHG', '600340.XSHG', '600406.XSHG', '600166.XSHG', '000686.XSHE', '000712.XSHE', '600398.XSHG', '600804.XSHG', '600372.XSHG', '000917.XSHE', '600271.XSHG', '002146.XSHE', '600208.XSHG', '000750.XSHE', '600252.XSHG', '600839.XSHG', '002310.XSHE', '601992.XSHG', '600111.XSHG', '002375.XSHE', '600809.XSHG', '601555.XSHG', '300059.XSHE', '000046.XSHE', '002230.XSHE', '600060.XSHG', '600637.XSHG', '300104.XSHE', '002456.XSHE', '601258.XSHG', '601929.XSHG', '601231.XSHG']
2012-03-15 00:00:00 ['002465.XSHE', '002304.XSHE', '601633.XSHG', '600383.XSHG', '600549.XSHG', '600066.XSHG', '002353.XSHE', '600485.XSHG', '000651.XSHE', '600809.XSHG', '600369.XSHG', '000568.XSHE', '002415.XSHE', '000625.XSHE', '600256.XSHG', '601699.XSHG', '601688.XSHG', '000750.XSHE', '600010.XSHG', '601216.XSHG', '002230.XSHE', '000917.XSHE', '000728.XSHE', '600208.XSHG', '002252.XSHE', '002024.XSHE', '000883.XSHE', '000800.XSHE', '601788.XSHG', '600157.XSHG', '002310.XSHE', '000783.XSHE', '600703.XSHG', '300251.XSHE', '000712.XSHE', '601555.XSHG', '300059.XSHE', '002146.XSHE', '000686.XSHE', '000776.XSHE', '000046.XSHE', '000970.XSHE', '300146.XSHE', '002456.XSHE', '600690.XSHG', '600998.XSHG', '002375.XSHE', '600739.XSHG', '600150.XSHG', '600108.XSHG', '300104.XSHE', '600060.XSHG', '600111.XSHG', '601929.XSHG', '601231.XSHG', '601800.XSHG']
2012-03-29 00:00:00 ['000712.XSHE', '300104.XSHE', '000776.XSHE', '600369.XSHG', '002410.XSHE', '601333.XSHG', '601098.XSHG', '601958.XSHG', '000729.XSHE', '600900.XSHG', '600519.XSHG', '002570.XSHE', '600276.XSHG', '600109.XSHG', '600518.XSHG', '002146.XSHE', '000800.XSHE', '002294.XSHE', '002236.XSHE', '600196.XSHG', '300058.XSHE', '000963.XSHE', '002415.XSHE', '002310.XSHE', '600588.XSHG', '002385.XSHE', '002594.XSHE', '000728.XSHE', '002304.XSHE', '002252.XSHE', '600108.XSHG', '000413.XSHE', '000839.XSHE', '000999.XSHE', '000778.XSHE', '600352.XSHG', '002450.XSHE', '002153.XSHE', '300251.XSHE', '600597.XSHG', '600150.XSHG', '002353.XSHE', '300017.XSHE', '002344.XSHE', '000883.XSHE', '000970.XSHE', '600332.XSHG', '002024.XSHE', '600739.XSHG', '600998.XSHG', '600010.XSHG', '600549.XSHG', '600170.XSHG', '000750.XSHE', '600111.XSHG', '601800.XSHG']
2012-04-17 00:00:00 ['300058.XSHE', '600741.XSHG', '000970.XSHE', '600597.XSHG', '601958.XSHG', '000883.XSHE', '600637.XSHG', '601336.XSHG', '600398.XSHG', '601933.XSHG', '000686.XSHE', '601117.XSHG', '600104.XSHG', '000002.XSHE', '000009.XSHE', '002410.XSHE', '600157.XSHG', '601688.XSHG', '601888.XSHG', '000625.XSHE', '600153.XSHG', '002344.XSHE', '300017.XSHE', '000651.XSHE', '000783.XSHE', '000413.XSHE', '601788.XSHG', '000069.XSHE', '000728.XSHE', '600208.XSHG', '600519.XSHG', '600585.XSHG', '600648.XSHG', '600549.XSHG', '600999.XSHG', '000776.XSHE', '002450.XSHE', '601866.XSHG', '002236.XSHE', '600649.XSHG', '600111.XSHG', '600837.XSHG', '600030.XSHG', '600633.XSHG', '600066.XSHG', '600048.XSHG', '002146.XSHE', '600383.XSHG', '600010.XSHG', '000629.XSHE', '300146.XSHE', '002153.XSHE', '600170.XSHG', '002594.XSHE', '000750.XSHE']
2012-05-03 00:00:00 ['600999.XSHG', '000712.XSHE', '000878.XSHE', '600362.XSHG', '600372.XSHG', '601318.XSHG', '600383.XSHG', '000425.XSHE', '000783.XSHE', '000623.XSHE', '600030.XSHG', '002142.XSHE', '600663.XSHG', '600570.XSHG', '600369.XSHG', '600648.XSHG', '000039.XSHE', '601699.XSHG', '601628.XSHG', '600809.XSHG', '600150.XSHG', '601601.XSHG', '600115.XSHG', '600348.XSHG', '601099.XSHG', '601118.XSHG', '601117.XSHG', '600031.XSHG', '000625.XSHE', '000024.XSHE', '600166.XSHG', '000157.XSHE', '000630.XSHE', '300059.XSHE', '600048.XSHG', '601336.XSHG', '000776.XSHE', '000629.XSHE', '000686.XSHE', '000937.XSHE', '601633.XSHG', '601688.XSHG', '000970.XSHE', '600170.XSHG', '600157.XSHG', '600208.XSHG', '600649.XSHG', '000983.XSHE', '601901.XSHG', '601377.XSHG', '600109.XSHG', '002500.XSHE', '601555.XSHG', '000750.XSHE', '603000.XSHG']
2012-05-17 00:00:00 ['600010.XSHG', '002415.XSHE', '002353.XSHE', '002475.XSHE', '600256.XSHG', '600208.XSHG', '002236.XSHE', '600369.XSHG', '600600.XSHG', '601688.XSHG', '600783.XSHG', '000629.XSHE', '601179.XSHG', '601607.XSHG', '601377.XSHG', '600570.XSHG', '601336.XSHG', '600315.XSHG', '300059.XSHE', '601727.XSHG', '000061.XSHE', '600703.XSHG', '000400.XSHE', '300003.XSHE', '600048.XSHG', '000999.XSHE', '600196.XSHG', '002294.XSHE', '600998.XSHG', '000826.XSHE', '002146.XSHE', '000963.XSHE', '600166.XSHG', '601808.XSHG', '000883.XSHE', '300146.XSHE', '600690.XSHG', '600674.XSHG', '000878.XSHE', '601633.XSHG', '002241.XSHE', '002422.XSHE', '601901.XSHG', '600372.XSHG', '300070.XSHE', '300024.XSHE', '600170.XSHG', '600109.XSHG', '600252.XSHG', '601555.XSHG', '600111.XSHG', '000970.XSHE', '000750.XSHE', '600332.XSHG', '002673.XSHE', '603000.XSHG']
2012-05-31 00:00:00 ['000402.XSHE', '000917.XSHE', '000046.XSHE', '000539.XSHE', '000157.XSHE', '002310.XSHE', '002422.XSHE', '600060.XSHG', '601179.XSHG', '600383.XSHG', '002146.XSHE', '601688.XSHG', '600674.XSHG', '000800.XSHE', '600170.XSHG', '600048.XSHG', '002653.XSHE', '600600.XSHG', '600690.XSHG', '600340.XSHG', '600315.XSHG', '300146.XSHE', '000024.XSHE', '300024.XSHE', '601788.XSHG', '600166.XSHG', '601633.XSHG', '600252.XSHG', '300133.XSHE', '002475.XSHE', '600256.XSHG', '000883.XSHE', '600485.XSHG', '300124.XSHE', '600157.XSHG', '600549.XSHG', '000400.XSHE', '000625.XSHE', '300104.XSHE', '002241.XSHE', '600038.XSHG', '002236.XSHE', '600415.XSHG', '002410.XSHE', '000826.XSHE', '002051.XSHE', '600111.XSHG', '002456.XSHE', '600703.XSHG', '600369.XSHG', '002375.XSHE', '002081.XSHE', '002673.XSHE', '300070.XSHE', '000970.XSHE', '600332.XSHG']
2012-06-14 00:00:00 ['601186.XSHG', '000423.XSHE', '002475.XSHE', '002001.XSHE', '300027.XSHE', '600703.XSHG', '600547.XSHG', '600157.XSHG', '002456.XSHE', '300058.XSHE', '601991.XSHG', '002051.XSHE', '600519.XSHG', '601688.XSHG', '000027.XSHE', '600221.XSHG', '600085.XSHG', '600578.XSHG', '600549.XSHG', '000826.XSHE', '600332.XSHG', '000725.XSHE', '600600.XSHG', '600315.XSHG', '000999.XSHE', '002038.XSHE', '600276.XSHG', '000538.XSHE', '002146.XSHE', '000157.XSHE', '300070.XSHE', '002241.XSHE', '601633.XSHG', '300146.XSHE', '002422.XSHE', '600048.XSHG', '000970.XSHE', '000539.XSHE', '600535.XSHG', '000750.XSHE', '600383.XSHG', '600011.XSHG', '002415.XSHE', '300002.XSHE', '002236.XSHE', '000625.XSHE', '000024.XSHE', '000069.XSHE', '600340.XSHG', '600027.XSHG', '002410.XSHE', '300104.XSHE', '002310.XSHE', '600369.XSHG', '002375.XSHE', '002081.XSHE', '002653.XSHE']
2012-06-29 00:00:00 ['601633.XSHG', '600827.XSHG', '000712.XSHE', '600863.XSHG', '600048.XSHG', '601668.XSHG', '002422.XSHE', '000069.XSHE', '601288.XSHG', '601601.XSHG', '002065.XSHE', '000750.XSHE', '002051.XSHE', '300015.XSHE', '300017.XSHE', '601628.XSHG', '002294.XSHE', '000027.XSHE', '601888.XSHG', '002456.XSHE', '300024.XSHE', '300104.XSHE', '000963.XSHE', '000568.XSHE', '002081.XSHE', '000895.XSHE', '002385.XSHE', '600642.XSHG', '600315.XSHG', '601318.XSHG', '600886.XSHG', '300058.XSHE', '600998.XSHG', '002410.XSHE', '000792.XSHE', '300027.XSHE', '600276.XSHG', '002353.XSHE', '600795.XSHG', '600085.XSHG', '600578.XSHG', '601991.XSHG', '000999.XSHE', '002038.XSHE', '300146.XSHE', '600535.XSHG', '000538.XSHE', '002475.XSHE', '002415.XSHE', '002310.XSHE', '002241.XSHE', '000539.XSHE', '600011.XSHG', '600518.XSHG', '600027.XSHG', '002653.XSHE']
2012-07-13 00:00:00 ['002142.XSHE', '300133.XSHE', '000598.XSHE', '000895.XSHE', '600809.XSHG', '600029.XSHG', '300027.XSHE', '000002.XSHE', '002415.XSHE', '601111.XSHG', '300146.XSHE', '600519.XSHG', '600340.XSHG', '600048.XSHG', '600535.XSHG', '002007.XSHE', '601888.XSHG', '601929.XSHG', '000712.XSHE', '000069.XSHE', '000538.XSHE', '000970.XSHE', '002310.XSHE', '300017.XSHE', '600583.XSHG', '002304.XSHE', '002081.XSHE', '002294.XSHE', '600011.XSHG', '002450.XSHE', '002375.XSHE', '002038.XSHE', '600867.XSHG', '601607.XSHG', '000539.XSHE', '000963.XSHE', '600196.XSHG', '600115.XSHG', '002456.XSHE', '000568.XSHE', '002241.XSHE', '002236.XSHE', '600315.XSHG', '300058.XSHE', '002051.XSHE', '002292.XSHE', '002353.XSHE', '000792.XSHE', '000858.XSHE', '600085.XSHG', '002475.XSHE', '600518.XSHG', '600027.XSHG', '600252.XSHG', '002385.XSHE', '002653.XSHE', '600332.XSHG']
2012-07-27 00:00:00 ['002292.XSHE', '601117.XSHG', '300017.XSHE', '000728.XSHE', '000712.XSHE', '601888.XSHG', '600177.XSHG', '600637.XSHG', '601601.XSHG', '600085.XSHG', '002456.XSHE', '601808.XSHG', '300070.XSHE', '002007.XSHE', '000651.XSHE', '600276.XSHG', '300024.XSHE', '600373.XSHG', '002465.XSHE', '600804.XSHG', '601928.XSHG', '600535.XSHG', '000792.XSHE', '600010.XSHG', '002385.XSHE', '002415.XSHE', '600867.XSHG', '000876.XSHE', '000970.XSHE', '002375.XSHE', '601098.XSHG', '300104.XSHE', '600011.XSHG', '600108.XSHG', '600519.XSHG', '601628.XSHG', '601607.XSHG', '002304.XSHE', '000625.XSHE', '002038.XSHE', '601186.XSHG', '002051.XSHE', '000858.XSHE', '000963.XSHE', '600196.XSHG', '002475.XSHE', '600633.XSHG', '002570.XSHE', '000883.XSHE', '002470.XSHE', '300133.XSHE', '600332.XSHG', '300058.XSHE', '600315.XSHG', '002450.XSHE', '600252.XSHG', '002236.XSHE']
2012-08-10 00:00:00 ['601989.XSHG', '601998.XSHG', '000876.XSHE', '601231.XSHG', '601699.XSHG', '000783.XSHE', '601992.XSHG', '600489.XSHG', '002310.XSHE', '000400.XSHE', '000061.XSHE', '601186.XSHG', '000728.XSHE', '600089.XSHG', '600050.XSHG', '600406.XSHG', '600271.XSHG', '002038.XSHE', '002475.XSHE', '601899.XSHG', '002241.XSHE', '600277.XSHG', '600549.XSHG', '000963.XSHE', '002470.XSHE', '002410.XSHE', '601258.XSHG', '600998.XSHG', '600741.XSHG', '002051.XSHE', '000826.XSHE', '600516.XSHG', '300070.XSHE', '000559.XSHE', '600547.XSHG', '000999.XSHE', '600867.XSHG', '600739.XSHG', '300002.XSHE', '600535.XSHG', '002415.XSHE', '000686.XSHE', '300024.XSHE', '300027.XSHE', '300251.XSHE', '600372.XSHG', '300017.XSHE', '300133.XSHE', '002456.XSHE', '000503.XSHE', '002236.XSHE', '601117.XSHG', '600703.XSHG', '600010.XSHG', '002450.XSHE', '600637.XSHG', '000883.XSHE']
2012-08-24 00:00:00 ['000793.XSHE', '600518.XSHG', '600588.XSHG', '600277.XSHG', '601933.XSHG', '002422.XSHE', '600739.XSHG', '002051.XSHE', '000559.XSHE', '600489.XSHG', '600170.XSHG', '600085.XSHG', '000061.XSHE', '600703.XSHG', '300027.XSHE', '600332.XSHG', '600373.XSHG', '601607.XSHG', '002310.XSHE', '000581.XSHE', '600674.XSHG', '600547.XSHG', '000963.XSHE', '300133.XSHE', '000629.XSHE', '002470.XSHE', '000009.XSHE', '600998.XSHG', '002475.XSHE', '600867.XSHG', '600315.XSHG', '002456.XSHE', '600516.XSHG', '000999.XSHE', '000826.XSHE', '600809.XSHG', '600535.XSHG', '002241.XSHE', '300251.XSHE', '002065.XSHE', '300070.XSHE', '300002.XSHE', '000400.XSHE', '002236.XSHE', '002570.XSHE', '002653.XSHE', '002038.XSHE', '600372.XSHG', '600010.XSHG', '002450.XSHE', '600549.XSHG', '600637.XSHG', '000503.XSHE', '000883.XSHE', '300017.XSHE', '002230.XSHE', '601231.XSHG']
2012-09-07 00:00:00 ['600276.XSHG', '000725.XSHE', '600109.XSHG', '600688.XSHG', '300027.XSHE', '000999.XSHE', '000651.XSHE', '600690.XSHG', '600998.XSHG', '600597.XSHG', '600739.XSHG', '600893.XSHG', '002470.XSHE', '300251.XSHE', '601929.XSHG', '000826.XSHE', '600633.XSHG', '600108.XSHG', '002236.XSHE', '601933.XSHG', '601928.XSHG', '600208.XSHG', '600050.XSHG', '002594.XSHE', '002456.XSHE', '002024.XSHE', '002450.XSHE', '600489.XSHG', '000503.XSHE', '300070.XSHE', '300124.XSHE', '600373.XSHG', '600066.XSHG', '002065.XSHE', '002465.XSHE', '600019.XSHG', '300024.XSHE', '601607.XSHG', '600372.XSHG', '600887.XSHG', '600867.XSHG', '300017.XSHE', '000793.XSHE', '002570.XSHE', '000413.XSHE', '600547.XSHG', '600703.XSHG', '600316.XSHG', '600038.XSHG', '000738.XSHE', '603000.XSHG', '600516.XSHG', '601231.XSHG', '002230.XSHE', '000400.XSHE', '002008.XSHE', '600705.XSHG']
2012-09-21 00:00:00 ['601186.XSHG', '002353.XSHE', '000999.XSHE', '000651.XSHE', '000793.XSHE', '000728.XSHE', '601788.XSHG', '601989.XSHG', '300024.XSHE', '000960.XSHE', '000917.XSHE', '600518.XSHG', '002236.XSHE', '000783.XSHE', '601899.XSHG', '601688.XSHG', '600867.XSHG', '601628.XSHG', '600362.XSHG', '000630.XSHE', '600150.XSHG', '600585.XSHG', '300070.XSHE', '000503.XSHE', '601555.XSHG', '300017.XSHE', '600406.XSHG', '002230.XSHE', '002594.XSHE', '600690.XSHG', '600352.XSHG', '600804.XSHG', '600703.XSHG', '600893.XSHG', '002385.XSHE', '000738.XSHE', '000400.XSHE', '601117.XSHG', '600104.XSHG', '600038.XSHG', '600256.XSHG', '600118.XSHG', '603000.XSHG', '601633.XSHG', '002024.XSHE', '002422.XSHE', '002465.XSHE', '000725.XSHE', '600019.XSHG', '600547.XSHG', '002294.XSHE', '600489.XSHG', '600060.XSHG', '600109.XSHG', '600170.XSHG', '002008.XSHE', '600705.XSHG']
2012-10-12 00:00:00 ['600535.XSHG', '600089.XSHG', '600690.XSHG', '000960.XSHE', '600118.XSHG', '000568.XSHE', '601699.XSHG', '601788.XSHG', '601117.XSHG', '002008.XSHE', '000060.XSHE', '002230.XSHE', '000768.XSHE', '600019.XSHG', '002450.XSHE', '000100.XSHE', '600837.XSHG', '600570.XSHG', '000538.XSHE', '600352.XSHG', '601186.XSHG', '000503.XSHE', '000963.XSHE', '601555.XSHG', '000895.XSHE', '600809.XSHG', '002344.XSHE', '600309.XSHG', '000630.XSHE', '000413.XSHE', '600104.XSHG', '601929.XSHG', '600585.XSHG', '000783.XSHE', '002038.XSHE', '600369.XSHG', '000063.XSHE', '002385.XSHE', '000725.XSHE', '002422.XSHE', '002456.XSHE', '600741.XSHG', '600547.XSHG', '600060.XSHG', '002399.XSHE', '601377.XSHG', '300058.XSHE', '000625.XSHE', '000423.XSHE', '600170.XSHG', '600489.XSHG', '600109.XSHG', '601633.XSHG', '000776.XSHE', '600256.XSHG', '002294.XSHE', '603993.XSHG']
2012-10-26 00:00:00 ['601390.XSHG', '600827.XSHG', '002252.XSHE', '600166.XSHG', '601766.XSHG', '002304.XSHE', '601727.XSHG', '002236.XSHE', '601888.XSHG', '603000.XSHG', '300058.XSHE', '600016.XSHG', '601186.XSHG', '002422.XSHE', '601800.XSHG', '600886.XSHG', '000686.XSHE', '000157.XSHE', '600369.XSHG', '600089.XSHG', '600585.XSHG', '000729.XSHE', '300251.XSHE', '600118.XSHG', '000423.XSHE', '600315.XSHG', '601992.XSHG', '600383.XSHG', '600157.XSHG', '600109.XSHG', '002415.XSHE', '000069.XSHE', '601866.XSHG', '600048.XSHG', '300124.XSHE', '601258.XSHG', '601669.XSHG', '601929.XSHG', '000581.XSHE', '002375.XSHE', '000725.XSHE', '600705.XSHG', '000539.XSHE', '000338.XSHE', '300133.XSHE', '002024.XSHE', '002450.XSHE', '600010.XSHG', '601377.XSHG', '600340.XSHG', '600256.XSHG', '002146.XSHE', '000024.XSHE', '600809.XSHG', '002456.XSHE', '002294.XSHE', '603993.XSHG', '000156.XSHE']
2012-11-09 00:00:00 ['601169.XSHG', '000793.XSHE', '601866.XSHG', '300024.XSHE', '002594.XSHE', '601166.XSHG', '601933.XSHG', '601669.XSHG', '600104.XSHG', '000598.XSHE', '600010.XSHG', '601288.XSHG', '601988.XSHG', '000738.XSHE', '000002.XSHE', '000895.XSHE', '600028.XSHG', '600597.XSHG', '601939.XSHG', '601633.XSHG', '600015.XSHG', '002252.XSHE', '600518.XSHG', '300070.XSHE', '600221.XSHG', '002415.XSHE', '600383.XSHG', '600887.XSHG', '601186.XSHG', '601390.XSHG', '601800.XSHG', '000538.XSHE', '000100.XSHE', '601766.XSHG', '000539.XSHE', '000069.XSHE', '600016.XSHG', '600085.XSHG', '600048.XSHG', '600674.XSHG', '600578.XSHG', '600809.XSHG', '000651.XSHE', '000581.XSHE', '300133.XSHE', '600011.XSHG', '002146.XSHE', '002422.XSHE', '600886.XSHG', '000503.XSHE', '300124.XSHE', '000725.XSHE', '000046.XSHE', '600705.XSHG', '600315.XSHG', '600340.XSHG', '002294.XSHE', '000156.XSHE']
2012-11-23 00:00:00 ['601009.XSHG', '600089.XSHG', '600153.XSHG', '600018.XSHG', '600660.XSHG', '601919.XSHG', '601998.XSHG', '300133.XSHE', '300124.XSHE', '600015.XSHG', '000001.XSHE', '600597.XSHG', '601166.XSHG', '300027.XSHE', '600585.XSHG', '601988.XSHG', '002051.XSHE', '000002.XSHE', '600038.XSHG', '600741.XSHG', '601006.XSHG', '600016.XSHG', '002142.XSHE', '600008.XSHG', '000024.XSHE', '000069.XSHE', '600383.XSHG', '601992.XSHG', '600104.XSHG', '601633.XSHG', '601288.XSHG', '601117.XSHG', '002353.XSHE', '000725.XSHE', '000538.XSHE', '000046.XSHE', '601169.XSHG', '000598.XSHE', '600340.XSHG', '600048.XSHG', '000651.XSHE', '600674.XSHG', '000581.XSHE', '600398.XSHG', '000100.XSHE', '000338.XSHE', '000625.XSHE', '600109.XSHG', '601390.XSHG', '600886.XSHG', '601766.XSHG', '601186.XSHG', '002594.XSHE', '600108.XSHG', '002146.XSHE', '000503.XSHE', '600111.XSHG', '600277.XSHG']
2012-12-07 00:00:00 ['600497.XSHG', '600009.XSHG', '601628.XSHG', '601328.XSHG', '000027.XSHE', '000800.XSHE', '601111.XSHG', '600705.XSHG', '002236.XSHE', '600208.XSHG', '600150.XSHG', '600642.XSHG', '000069.XSHE', '600660.XSHG', '601601.XSHG', '601009.XSHG', '000651.XSHE', '000581.XSHE', '600166.XSHG', '601006.XSHG', '600157.XSHG', '600108.XSHG', '601390.XSHG', '601919.XSHG', '600000.XSHG', '600674.XSHG', '000100.XSHE', '601998.XSHG', '601766.XSHG', '002241.XSHE', '600741.XSHG', '601800.XSHG', '600585.XSHG', '601668.XSHG', '600104.XSHG', '002081.XSHE', '600060.XSHG', '600153.XSHG', '600016.XSHG', '601166.XSHG', '601992.XSHG', '600340.XSHG', '601186.XSHG', '600048.XSHG', '600011.XSHG', '600383.XSHG', '000712.XSHE', '600886.XSHG', '601169.XSHG', '000002.XSHE', '600005.XSHG', '000024.XSHE', '600277.XSHG', '002146.XSHE', '600027.XSHG', '000338.XSHE', '601117.XSHG']
2012-12-21 00:00:00 ['600030.XSHG', '601186.XSHG', '601117.XSHG', '600031.XSHG', '000157.XSHE', '600038.XSHG', '002594.XSHE', '000709.XSHE', '000776.XSHE', '000413.XSHE', '600029.XSHG', '600015.XSHG', '603993.XSHG', '601377.XSHG', '000338.XSHE', '600157.XSHG', '600585.XSHG', '600111.XSHG', '601318.XSHG', '000001.XSHE', '600783.XSHG', '600060.XSHG', '000024.XSHE', '600340.XSHG', '600690.XSHG', '600999.XSHG', '600383.XSHG', '601669.XSHG', '600166.XSHG', '600208.XSHG', '000970.XSHE', '002081.XSHE', '601668.XSHG', '601800.XSHG', '000629.XSHE', '601788.XSHG', '600153.XSHG', '601601.XSHG', '601009.XSHG', '601633.XSHG', '600036.XSHG', '600000.XSHG', '000937.XSHE', '600104.XSHG', '300251.XSHE', '000400.XSHE', '600549.XSHG', '601166.XSHG', '601111.XSHG', '600016.XSHG', '000800.XSHE', '601169.XSHG', '601699.XSHG', '000061.XSHE', '601336.XSHG', '601992.XSHG', '000750.XSHE']
2013-01-09 00:00:00 ['601788.XSHG', '600827.XSHG', '002252.XSHE', '600060.XSHG', '600208.XSHG', '000983.XSHE', '600663.XSHG', '000629.XSHE', '300002.XSHE', '600016.XSHG', '600863.XSHG', '300027.XSHE', '600633.XSHG', '000800.XSHE', '601699.XSHG', '603993.XSHG', '600340.XSHG', '600809.XSHG', '600383.XSHG', '601166.XSHG', '000999.XSHE', '601633.XSHG', '002500.XSHE', '002007.XSHE', '002146.XSHE', '000768.XSHE', '600153.XSHG', '600030.XSHG', '000024.XSHE', '600000.XSHG', '002594.XSHE', '002292.XSHE', '000039.XSHE', '000970.XSHE', '002673.XSHE', '600109.XSHG', '600873.XSHG', '600036.XSHG', '002653.XSHE', '601336.XSHG', '000937.XSHE', '002570.XSHE', '000623.XSHE', '600332.XSHG', '600783.XSHG', '600118.XSHG', '600705.XSHG', '000046.XSHE', '600893.XSHG', '600648.XSHG', '600372.XSHG', '002465.XSHE', '600316.XSHG', '000400.XSHE', '000750.XSHE', '000156.XSHE', '300251.XSHE']
2013-01-23 00:00:00 ['600036.XSHG', '600663.XSHG', '000423.XSHE', '600153.XSHG', '000623.XSHE', '002456.XSHE', '000503.XSHE', '600252.XSHG', '601166.XSHG', '600208.XSHG', '000046.XSHE', '000895.XSHE', '000876.XSHE', '300017.XSHE', '000063.XSHE', '002450.XSHE', '600066.XSHG', '000999.XSHE', '600016.XSHG', '002570.XSHE', '002653.XSHE', '300146.XSHE', '601633.XSHG', '600873.XSHG', '300104.XSHE', '600157.XSHG', '300024.XSHE', '000400.XSHE', '600109.XSHG', '601901.XSHG', '603993.XSHG', '600089.XSHG', '002594.XSHE', '000002.XSHE', '600038.XSHG', '600867.XSHG', '600570.XSHG', '000937.XSHE', '300251.XSHE', '002294.XSHE', '002292.XSHE', '000039.XSHE', '002038.XSHE', '600887.XSHG', '002008.XSHE', '002146.XSHE', '600118.XSHG', '000738.XSHE', '600372.XSHG', '000768.XSHE', '300058.XSHE', '002353.XSHE', '000001.XSHE', '600316.XSHG', '600648.XSHG', '000156.XSHE', '600705.XSHG']
2013-02-06 00:00:00 ['600516.XSHG', '000895.XSHE', '600348.XSHG', '601788.XSHG', '600383.XSHG', '600030.XSHG', '000425.XSHE', '002142.XSHE', '600369.XSHG', '600038.XSHG', '002344.XSHE', '600118.XSHG', '600633.XSHG', '600000.XSHG', '002294.XSHE', '600497.XSHG', '300058.XSHE', '600015.XSHG', '000960.XSHE', '002500.XSHE', '603993.XSHG', '002038.XSHE', '300024.XSHE', '000559.XSHE', '601998.XSHG', '601099.XSHG', '601633.XSHG', '601818.XSHG', '000738.XSHE', '600887.XSHG', '601166.XSHG', '600316.XSHG', '000002.XSHE', '002353.XSHE', '000937.XSHE', '000783.XSHE', '600315.XSHG', '300027.XSHE', '000623.XSHE', '600089.XSHG', '600837.XSHG', '002570.XSHE', '002008.XSHE', '600867.XSHG', '601688.XSHG', '000060.XSHE', '600031.XSHG', '600705.XSHG', '600157.XSHG', '000768.XSHE', '000625.XSHE', '000581.XSHE', '600352.XSHG', '600999.XSHG', '000001.XSHE', '601901.XSHG', '600372.XSHG', '600016.XSHG']
2013-02-27 00:00:00 ['601216.XSHG', '600886.XSHG', '000738.XSHE', '600372.XSHG', '601158.XSHG', '600373.XSHG', '601098.XSHG', '002470.XSHE', '000060.XSHE', '600535.XSHG', '002294.XSHE', '000999.XSHE', '300104.XSHE', '600867.XSHG', '002236.XSHE', '600027.XSHG', '002353.XSHE', '002385.XSHE', '600837.XSHG', '002230.XSHE', '601607.XSHG', '002653.XSHE', '601929.XSHG', '300124.XSHE', '000625.XSHE', '601688.XSHG', '000623.XSHE', '300058.XSHE', '601258.XSHG', '002570.XSHE', '300015.XSHE', '002410.XSHE', '601901.XSHG', '002065.XSHE', '002475.XSHE', '300133.XSHE', '002038.XSHE', '300070.XSHE', '002310.XSHE', '600633.XSHG', '600518.XSHG', '002252.XSHE', '000826.XSHE', '600332.XSHG', '600277.XSHG', '300017.XSHE', '000581.XSHE', '600008.XSHG', '600999.XSHG', '600038.XSHG', '300027.XSHE', '600352.XSHG', '300059.XSHE', '000503.XSHE', '600597.XSHG', '002344.XSHE', '000831.XSHE']
2013-03-13 00:00:00 ['600804.XSHG', '002008.XSHE', '300002.XSHE', '002344.XSHE', '601117.XSHG', '600516.XSHG', '600196.XSHG', '600027.XSHG', '600795.XSHG', '601231.XSHG', '600600.XSHG', '601933.XSHG', '601216.XSHG', '600028.XSHG', '300003.XSHE', '600867.XSHG', '002230.XSHE', '300133.XSHE', '601258.XSHG', '000100.XSHE', '601633.XSHG', '300251.XSHE', '000729.XSHE', '002252.XSHE', '601901.XSHG', '002475.XSHE', '002450.XSHE', '600703.XSHG', '002065.XSHE', '000826.XSHE', '600597.XSHG', '000063.XSHE', '600688.XSHG', '002241.XSHE', '600038.XSHG', '300070.XSHE', '600535.XSHG', '601158.XSHG', '300015.XSHE', '600256.XSHG', '000738.XSHE', '002415.XSHE', '600809.XSHG', '000598.XSHE', '300017.XSHE', '000503.XSHE', '002038.XSHE', '002410.XSHE', '002236.XSHE', '000793.XSHE', '300104.XSHE', '002456.XSHE', '600648.XSHG', '300059.XSHE', '600277.XSHG', '600008.XSHG', '000831.XSHE']
2013-03-27 00:00:00 ['002008.XSHE', '600583.XSHG', '600027.XSHG', '600795.XSHG', '002065.XSHE', '600535.XSHG', '000792.XSHE', '002230.XSHE', '000963.XSHE', '600516.XSHG', '300070.XSHE', '601158.XSHG', '601888.XSHG', '000686.XSHE', '600648.XSHG', '600221.XSHG', '600804.XSHG', '600315.XSHG', '600873.XSHG', '600256.XSHG', '000423.XSHE', '000538.XSHE', '600060.XSHG', '601998.XSHG', '600588.XSHG', '601117.XSHG', '000895.XSHE', '601633.XSHG', '601231.XSHG', '600352.XSHG', '000831.XSHE', '600277.XSHG', '300104.XSHE', '002038.XSHE', '600252.XSHG', '002450.XSHE', '000793.XSHE', '600867.XSHG', '002353.XSHE', '300059.XSHE', '000009.XSHE', '600597.XSHG', '600332.XSHG', '002410.XSHE', '601901.XSHG', '002415.XSHE', '000063.XSHE', '600887.XSHG', '300017.XSHE', '002236.XSHE', '002241.XSHE', '300251.XSHE', '002570.XSHE', '000712.XSHE', '002456.XSHE', '000598.XSHE', '600008.XSHG']
2013-04-12 00:00:00 ['600887.XSHG', '000831.XSHE', '600340.XSHG', '000024.XSHE', '600085.XSHG', '600690.XSHG', '601118.XSHG', '000895.XSHE', '600585.XSHG', '600118.XSHG', '000100.XSHE', '000538.XSHE', '000826.XSHE', '600518.XSHG', '600372.XSHG', '601800.XSHG', '600153.XSHG', '300104.XSHE', '002653.XSHE', '600066.XSHG', '600315.XSHG', '601117.XSHG', '600383.XSHG', '600674.XSHG', '600008.XSHG', '002230.XSHE', '300146.XSHE', '300070.XSHE', '600804.XSHG', '002375.XSHE', '300251.XSHE', '002241.XSHE', '600316.XSHG', '002236.XSHE', '600309.XSHG', '002146.XSHE', '300133.XSHE', '600637.XSHG', '600252.XSHG', '600221.XSHG', '600597.XSHG', '601231.XSHG', '300017.XSHE', '000625.XSHE', '002310.XSHE', '600783.XSHG', '600332.XSHG', '600352.XSHG', '300002.XSHE', '600705.XSHG', '002008.XSHE', '002570.XSHE', '600170.XSHG', '600060.XSHG', '002353.XSHE', '000598.XSHE', '000712.XSHE', '002456.XSHE']
2013-04-26 00:00:00 ['600383.XSHG', '300070.XSHE', '000793.XSHE', '300059.XSHE', '601336.XSHG', '000598.XSHE', '600703.XSHG', '002344.XSHE', '002008.XSHE', '600309.XSHG', '600535.XSHG', '002230.XSHE', '600600.XSHG', '300146.XSHE', '002051.XSHE', '000338.XSHE', '600570.XSHG', '000503.XSHE', '002570.XSHE', '600839.XSHG', '600519.XSHG', '000783.XSHE', '300002.XSHE', '600352.XSHG', '600221.XSHG', '002353.XSHE', '000046.XSHE', '000400.XSHE', '002375.XSHE', '000826.XSHE', '603000.XSHG', '002294.XSHE', '002653.XSHE', '002292.XSHE', '601633.XSHG', '000100.XSHE', '002450.XSHE', '600648.XSHG', '002081.XSHE', '601258.XSHG', '000917.XSHE', '002236.XSHE', '000625.XSHE', '600332.XSHG', '300027.XSHE', '002310.XSHE', '300017.XSHE', '300133.XSHE', '600060.XSHG', '600637.XSHG', '300124.XSHE', '300104.XSHE', '600804.XSHG', '600406.XSHG', '300058.XSHE', '000800.XSHE', '300251.XSHE', '002456.XSHE']
2013-05-15 00:00:00 ['601901.XSHG', '600108.XSHG', '600519.XSHG', '300070.XSHE', '600085.XSHG', '002038.XSHE', '600485.XSHG', '000598.XSHE', '000826.XSHE', '300133.XSHE', '002410.XSHE', '002673.XSHE', '002129.XSHE', '000970.XSHE', '000009.XSHE', '300015.XSHE', '600783.XSHG', '000686.XSHE', '002236.XSHE', '600867.XSHG', '601928.XSHG', '600637.XSHG', '002344.XSHE', '300003.XSHE', '000559.XSHE', '000917.XSHE', '300058.XSHE', '600373.XSHG', '000063.XSHE', '600535.XSHG', '600066.XSHG', '002294.XSHE', '002450.XSHE', '000503.XSHE', '002065.XSHE', '300017.XSHE', '600406.XSHG', '600570.XSHG', '002241.XSHE', '600648.XSHG', '600703.XSHG', '300124.XSHE', '603000.XSHG', '300024.XSHE', '600332.XSHG', '002456.XSHE', '601633.XSHG', '002653.XSHE', '601231.XSHG', '002292.XSHE', '000400.XSHE', '300059.XSHE', '300104.XSHE', '300251.XSHE', '300027.XSHE', '000800.XSHE', '600804.XSHG', '002594.XSHE']
2013-05-29 00:00:00 ['603000.XSHG', '002465.XSHE', '600369.XSHG', '000768.XSHE', '600588.XSHG', '000876.XSHE', '000839.XSHE', '600066.XSHG', '002081.XSHE', '000024.XSHE', '000970.XSHE', '000917.XSHE', '000800.XSHE', '300058.XSHE', '600271.XSHG', '600739.XSHG', '002450.XSHE', '002146.XSHE', '300070.XSHE', '600118.XSHG', '300003.XSHE', '600705.XSHG', '000156.XSHE', '002202.XSHE', '600674.XSHG', '601258.XSHG', '600372.XSHG', '002292.XSHE', '600316.XSHG', '600485.XSHG', '002153.XSHE', '002475.XSHE', '300059.XSHE', '601231.XSHG', '600637.XSHG', '600867.XSHG', '600406.XSHG', '000559.XSHE', '000009.XSHE', '300104.XSHE', '601928.XSHG', '601117.XSHG', '600340.XSHG', '600583.XSHG', '000712.XSHE', '002241.XSHE', '300027.XSHE', '600783.XSHG', '002375.XSHE', '000400.XSHE', '600089.XSHG', '002594.XSHE', '000061.XSHE', '600703.XSHG', '002129.XSHE', '002653.XSHE', '600804.XSHG']
2013-06-17 00:00:00 ['000963.XSHE', '600600.XSHG', '600739.XSHG', '600718.XSHG', '002292.XSHE', '000800.XSHE', '600518.XSHG', '000725.XSHE', '000917.XSHE', '600256.XSHG', '600867.XSHG', '600118.XSHG', '000826.XSHE', '300015.XSHE', '002146.XSHE', '600583.XSHG', '600633.XSHG', '600157.XSHG', '600406.XSHG', '002241.XSHE', '002051.XSHE', '601928.XSHG', '002008.XSHE', '600369.XSHG', '000046.XSHE', '600998.XSHG', '000156.XSHE', '601117.XSHG', '002353.XSHE', '300251.XSHE', '600252.XSHG', '300070.XSHE', '600089.XSHG', '601098.XSHG', '000559.XSHE', '300058.XSHE', '002081.XSHE', '600674.XSHG', '000839.XSHE', '000061.XSHE', '601258.XSHG', '600340.XSHG', '000009.XSHE', '600637.XSHG', '000712.XSHE', '002653.XSHE', '000413.XSHE', '002230.XSHE', '600649.XSHG', '600703.XSHG', '000793.XSHE', '600783.XSHG', '300104.XSHE', '002129.XSHE', '002375.XSHE', '300002.XSHE']
2013-07-01 00:00:00 ['000729.XSHE', '601818.XSHG', '600256.XSHG', '002410.XSHE', '600340.XSHG', '600570.XSHG', '000538.XSHE', '002375.XSHE', '002353.XSHE', '600535.XSHG', '000413.XSHE', '600276.XSHG', '300058.XSHE', '300024.XSHE', '600600.XSHG', '601288.XSHG', '600703.XSHG', '002450.XSHE', '300070.XSHE', '300015.XSHE', '002038.XSHE', '000839.XSHE', '601988.XSHG', '601098.XSHG', '601336.XSHG', '000895.XSHE', '002570.XSHE', '600519.XSHG', '600998.XSHG', '600649.XSHG', '002241.XSHE', '600066.XSHG', '002399.XSHE', '600547.XSHG', '600867.XSHG', '000963.XSHE', '300251.XSHE', '600518.XSHG', '601398.XSHG', '000063.XSHE', '002129.XSHE', '600315.XSHG', '600373.XSHG', '601991.XSHG', '300017.XSHE', '300124.XSHE', '000793.XSHE', '002230.XSHE', '600887.XSHG', '300104.XSHE', '601216.XSHG', '600637.XSHG', '300002.XSHE', '600893.XSHG', '002292.XSHE', '600633.XSHG', '300059.XSHE']
2013-07-15 00:00:00 ['002410.XSHE', '600900.XSHG', '600011.XSHG', '002236.XSHE', '601991.XSHG', '000970.XSHE', '601888.XSHG', '002038.XSHE', '002081.XSHE', '601933.XSHG', '601098.XSHG', '600600.XSHG', '600718.XSHG', '600309.XSHG', '002594.XSHE', '601928.XSHG', '000793.XSHE', '600352.XSHG', '000750.XSHE', '600886.XSHG', '000400.XSHE', '002465.XSHE', '000651.XSHE', '002456.XSHE', '600315.XSHG', '002252.XSHE', '601633.XSHG', '600518.XSHG', '002230.XSHE', '600637.XSHG', '600383.XSHG', '600535.XSHG', '000024.XSHE', '300146.XSHE', '002146.XSHE', '300024.XSHE', '002153.XSHE', '000538.XSHE', '300104.XSHE', '600570.XSHG', '600804.XSHG', '603000.XSHG', '600867.XSHG', '600373.XSHG', '300124.XSHE', '600893.XSHG', '600340.XSHG', '002570.XSHE', '600597.XSHG', '300017.XSHE', '000831.XSHE', '600887.XSHG', '600633.XSHG', '002292.XSHE', '601216.XSHG', '300059.XSHE']
2013-07-29 00:00:00 ['002653.XSHE', '000069.XSHE', '000623.XSHE', '600100.XSHG', '600839.XSHG', '601766.XSHG', '000898.XSHE', '601390.XSHG', '600585.XSHG', '000598.XSHE', '600485.XSHG', '600583.XSHG', '600535.XSHG', '600837.XSHG', '300070.XSHE', '600637.XSHG', '600867.XSHG', '603000.XSHG', '000826.XSHE', '600252.XSHG', '002415.XSHE', '000917.XSHE', '601231.XSHG', '600271.XSHG', '002024.XSHE', '000750.XSHE', '600588.XSHG', '300024.XSHE', '600783.XSHG', '601929.XSHG', '300251.XSHE', '601216.XSHG', '000538.XSHE', '601928.XSHG', '000063.XSHE', '300059.XSHE', '601186.XSHG', '300015.XSHE', '000413.XSHE', '002230.XSHE', '000503.XSHE', '002007.XSHE', '600597.XSHG', '600633.XSHG', '600570.XSHG', '600060.XSHG', '002410.XSHE', '300017.XSHE', '600718.XSHG', '600276.XSHG', '000793.XSHE', '600804.XSHG', '300027.XSHE', '002065.XSHE', '002153.XSHE', '000831.XSHE', '000156.XSHE']
2013-08-12 00:00:00 ['601766.XSHG', '000069.XSHE', '002465.XSHE', '601699.XSHG', '601186.XSHG', '600415.XSHG', '600008.XSHG', '000625.XSHE', '600600.XSHG', '600578.XSHG', '002008.XSHE', '000598.XSHE', '600674.XSHG', '002294.XSHE', '002470.XSHE', '600867.XSHG', '000898.XSHE', '601888.XSHG', '002241.XSHE', '000651.XSHE', '600485.XSHG', '600703.XSHG', '600585.XSHG', '000712.XSHE', '300146.XSHE', '002153.XSHE', '600276.XSHG', '002475.XSHE', '600111.XSHG', '002007.XSHE', '002653.XSHE', '600060.XSHG', '000063.XSHE', '601179.XSHG', '002385.XSHE', '002450.XSHE', '000503.XSHE', '601231.XSHG', '000831.XSHE', '600718.XSHG', '600315.XSHG', '002065.XSHE', '600873.XSHG', '601928.XSHG', '600588.XSHG', '601633.XSHG', '600570.XSHG', '600804.XSHG', '002001.XSHE', '300133.XSHE', '600352.XSHG', '000793.XSHE', '000413.XSHE', '002024.XSHE', '000156.XSHE', '300027.XSHE']
2013-08-26 00:00:00 ['601888.XSHG', '600827.XSHG', '600570.XSHG', '000063.XSHE', '000937.XSHE', '600016.XSHG', '600674.XSHG', '600804.XSHG', '600009.XSHG', '000001.XSHE', '600585.XSHG', '600315.XSHG', '002252.XSHE', '600100.XSHG', '601166.XSHG', '600256.XSHG', '002153.XSHE', '000831.XSHE', '000983.XSHE', '601006.XSHG', '000559.XSHE', '600018.XSHG', '600663.XSHG', '600406.XSHG', '002001.XSHE', '600177.XSHG', '600157.XSHG', '300003.XSHE', '601699.XSHG', '000876.XSHE', '600718.XSHG', '300017.XSHE', '601928.XSHG', '000960.XSHE', '600873.XSHG', '000413.XSHE', '601808.XSHG', '601633.XSHG', '000800.XSHE', '603000.XSHG', '300146.XSHE', '300124.XSHE', '002570.XSHE', '002375.XSHE', '002241.XSHE', '600497.XSHG', '600111.XSHG', '000625.XSHE', '600741.XSHG', '000400.XSHE', '601231.XSHG', '600352.XSHG', '300133.XSHE', '600588.XSHG', '002475.XSHE', '002024.XSHE']
2013-09-09 00:00:00 ['300058.XSHE', '601018.XSHG', '000156.XSHE', '600317.XSHG', '002570.XSHE', '600038.XSHG', '002024.XSHE', '601727.XSHG', '002252.XSHE', '002001.XSHE', '000559.XSHE', '002129.XSHE', '000400.XSHE', '002410.XSHE', '000917.XSHE', '600718.XSHG', '600373.XSHG', '300017.XSHE', '600741.XSHG', '600827.XSHG', '600177.XSHG', '601919.XSHG', '600118.XSHG', '600000.XSHG', '601166.XSHG', '300059.XSHE', '002415.XSHE', '600115.XSHG', '600637.XSHG', '600170.XSHG', '600089.XSHG', '000039.XSHE', '600570.XSHG', '601006.XSHG', '300015.XSHE', '300124.XSHE', '601231.XSHG', '600108.XSHG', '601928.XSHG', '300251.XSHE', '600588.XSHG', '600316.XSHG', '300133.XSHE', '300003.XSHE', '601866.XSHG', '601333.XSHG', '600009.XSHG', '600717.XSHG', '603000.XSHG', '601118.XSHG', '600633.XSHG', '300027.XSHE', '300002.XSHE', '600398.XSHG', '600648.XSHG', '600663.XSHG', '600018.XSHG']
2013-09-25 00:00:00 ['000001.XSHE', '600642.XSHG', '601600.XSHG', '600177.XSHG', '600875.XSHG', '000768.XSHE', '002129.XSHE', '300003.XSHE', '000917.XSHE', '601098.XSHG', '600660.XSHG', '002594.XSHE', '600150.XSHG', '300133.XSHE', '601933.XSHG', '300059.XSHE', '600170.XSHG', '600597.XSHG', '601106.XSHG', '601727.XSHG', '000581.XSHE', '600108.XSHG', '000895.XSHE', '600089.XSHG', '002001.XSHE', '600705.XSHG', '002202.XSHE', '601919.XSHG', '300058.XSHE', '600000.XSHG', '601333.XSHG', '600887.XSHG', '600717.XSHG', '600649.XSHG', '601888.XSHG', '601607.XSHG', '600115.XSHG', '300251.XSHE', '000039.XSHE', '002344.XSHE', '600783.XSHG', '600633.XSHG', '300002.XSHE', '603000.XSHG', '600827.XSHG', '600415.XSHG', '300027.XSHE', '600637.XSHG', '601989.XSHG', '601866.XSHG', '601118.XSHG', '002024.XSHE', '600398.XSHG', '600663.XSHG', '600018.XSHG', '600648.XSHG', '000333.XSHE']
2013-10-16 00:00:00 ['000581.XSHE', '601992.XSHG', '600352.XSHG', '600998.XSHG', '600588.XSHG', '600717.XSHG', '600256.XSHG', '300027.XSHE', '600887.XSHG', '600277.XSHG', '002410.XSHE', '601258.XSHG', '600873.XSHG', '600804.XSHG', '300058.XSHE', '000503.XSHE', '000895.XSHE', '300015.XSHE', '300146.XSHE', '601933.XSHG', '600108.XSHG', '000876.XSHE', '000729.XSHE', '600597.XSHG', '600703.XSHG', '600177.XSHG', '600739.XSHG', '300124.XSHE', '300059.XSHE', '002344.XSHE', '002129.XSHE', '300251.XSHE', '600783.XSHG', '002385.XSHE', '600089.XSHG', '000917.XSHE', '600690.XSHG', '300017.XSHE', '600415.XSHG', '601600.XSHG', '600637.XSHG', '600649.XSHG', '600663.XSHG', '000061.XSHE', '600718.XSHG', '601607.XSHG', '600827.XSHG', '300104.XSHE', '601989.XSHG', '600196.XSHG', '002202.XSHE', '601118.XSHG', '002153.XSHE', '601216.XSHG', '002024.XSHE', '600648.XSHG', '600485.XSHG', '000333.XSHE']
2013-10-30 00:00:00 ['000826.XSHE', '002129.XSHE', '600674.XSHG', '600027.XSHG', '002008.XSHE', '600108.XSHG', '600578.XSHG', '000539.XSHE', '600277.XSHG', '000423.XSHE', '000100.XSHE', '002353.XSHE', '600583.XSHG', '000625.XSHE', '600795.XSHG', '002470.XSHE', '601166.XSHG', '002142.XSHE', '300015.XSHE', '600886.XSHG', '600177.XSHG', '000333.XSHE', '600741.XSHG', '601258.XSHG', '600863.XSHG', '600703.XSHG', '000778.XSHE', '002153.XSHE', '000729.XSHE', '600717.XSHG', '300124.XSHE', '002410.XSHE', '600600.XSHG', '000783.XSHE', '002294.XSHE', '601766.XSHG', '600873.XSHG', '000061.XSHE', '600739.XSHG', '600089.XSHG', '600718.XSHG', '300017.XSHE', '000413.XSHE', '002202.XSHE', '601992.XSHG', '601118.XSHG', '000598.XSHE', '000001.XSHE', '600690.XSHG', '002385.XSHE', '002292.XSHE', '600256.XSHG', '601808.XSHG', '300104.XSHE', '600196.XSHG', '601216.XSHG', '600839.XSHG', '600485.XSHG']
2013-11-13 00:00:00 ['002456.XSHE', '600118.XSHG', '601988.XSHG', '600690.XSHG', '600519.XSHG', '002304.XSHE', '000712.XSHE', '002465.XSHE', '002038.XSHE', '601668.XSHG', '600674.XSHG', '600221.XSHG', '601800.XSHG', '601009.XSHG', '601166.XSHG', '601818.XSHG', '600863.XSHG', '601939.XSHG', '000581.XSHE', '600000.XSHG', '000100.XSHE', '601390.XSHG', '601628.XSHG', '601288.XSHG', '600739.XSHG', '002142.XSHE', '601006.XSHG', '002450.XSHE', '601158.XSHG', '000783.XSHE', '000333.XSHE', '600717.XSHG', '600795.XSHG', '601318.XSHG', '002310.XSHE', '600196.XSHG', '600104.XSHG', '000568.XSHE', '600309.XSHG', '600518.XSHG', '600015.XSHG', '002008.XSHE', '002252.XSHE', '600809.XSHG', '601998.XSHG', '600398.XSHG', '000970.XSHE', '002353.XSHE', '600028.XSHG', '000651.XSHE', '601929.XSHG', '600886.XSHG', '600583.XSHG', '000001.XSHE', '000598.XSHE', '601808.XSHG', '601766.XSHG', '600839.XSHG']
2013-11-27 00:00:00 ['600783.XSHG', '600028.XSHG', '600009.XSHG', '600519.XSHG', '002304.XSHE', '300024.XSHE', '601928.XSHG', '002456.XSHE', '000063.XSHE', '601633.XSHG', '002065.XSHE', '601929.XSHG', '600690.XSHG', '002475.XSHE', '002450.XSHE', '000876.XSHE', '600369.XSHG', '000883.XSHE', '600717.XSHG', '002153.XSHE', '600588.XSHG', '600276.XSHG', '601231.XSHG', '000970.XSHE', '601318.XSHG', '601992.XSHG', '603000.XSHG', '600309.XSHG', '600585.XSHG', '600485.XSHG', '601628.XSHG', '600827.XSHG', '002465.XSHE', '002008.XSHE', '600649.XSHG', '000039.XSHE', '601607.XSHG', '000768.XSHE', '600271.XSHG', '601601.XSHG', '600038.XSHG', '600809.XSHG', '300003.XSHE', '002252.XSHE', '601117.XSHG', '600100.XSHG', '600839.XSHG', '000503.XSHE', '300027.XSHE', '600893.XSHG', '600150.XSHG', '002470.XSHE', '601018.XSHG', '000738.XSHE', '600118.XSHG', '600109.XSHG', '600316.XSHG', '600372.XSHG']
2013-12-11 00:00:00 ['000651.XSHE', '600875.XSHG', '600497.XSHG', '601018.XSHG', '601118.XSHG', '600485.XSHG', '000623.XSHE', '000917.XSHE', '002500.XSHE', '600588.XSHG', '000783.XSHE', '002673.XSHE', '000581.XSHE', '600873.XSHG', '002375.XSHE', '601099.XSHG', '600398.XSHG', '600741.XSHG', '600150.XSHG', '600703.XSHG', '002008.XSHE', '000728.XSHE', '601628.XSHG', '600585.XSHG', '601318.XSHG', '000776.XSHE', '600649.XSHG', '000039.XSHE', '601117.XSHG', '002385.XSHE', '600309.XSHG', '000738.XSHE', '600837.XSHG', '002081.XSHE', '600038.XSHG', '000793.XSHE', '600030.XSHG', '601633.XSHG', '600018.XSHG', '601555.XSHG', '600100.XSHG', '600118.XSHG', '600783.XSHG', '601607.XSHG', '000876.XSHE', '600839.XSHG', '600369.XSHG', '600372.XSHG', '600893.XSHG', '002470.XSHE', '000750.XSHE', '600690.XSHG', '600999.XSHG', '600827.XSHG', '300027.XSHE', '600316.XSHG', '600109.XSHG', '002252.XSHE']
2013-12-25 00:00:00 ['601919.XSHG', '601888.XSHG', '600660.XSHG', '002653.XSHE', '600875.XSHG', '000917.XSHE', '600166.XSHG', '600497.XSHG', '002294.XSHE', '600100.XSHG', '600867.XSHG', '600998.XSHG', '600309.XSHG', '000400.XSHE', '000625.XSHE', '002470.XSHE', '600352.XSHG', '600600.XSHG', '600597.XSHG', '000709.XSHE', '600315.XSHG', '600066.XSHG', '000729.XSHE', '002236.XSHE', '600150.XSHG', '002344.XSHE', '002422.XSHE', '600383.XSHG', '002375.XSHE', '600741.XSHG', '300003.XSHE', '000895.XSHE', '600535.XSHG', '000712.XSHE', '002081.XSHE', '002385.XSHE', '000651.XSHE', '000876.XSHE', '300024.XSHE', '600588.XSHG', '600999.XSHG', '600018.XSHG', '600406.XSHG', '600276.XSHG', '600196.XSHG', '600703.XSHG', '000581.XSHE', '600085.XSHG', '000333.XSHE', '002007.XSHE', '002038.XSHE', '000963.XSHE', '600690.XSHG', '600688.XSHG', '300017.XSHE', '000883.XSHE', '002252.XSHE', '600023.XSHG']
2014-01-09 00:00:00 ['600588.XSHG', '002236.XSHE', '600600.XSHG', '002500.XSHE', '000413.XSHE', '601098.XSHG', '600804.XSHG', '601099.XSHG', '600372.XSHG', '600089.XSHG', '601933.XSHG', '002594.XSHE', '002294.XSHE', '000729.XSHE', '002456.XSHE', '600637.XSHG', '600633.XSHG', '600315.XSHG', '300251.XSHE', '000039.XSHE', '300003.XSHE', '600406.XSHG', '600196.XSHG', '600150.XSHG', '000400.XSHE', '002353.XSHE', '002153.XSHE', '002008.XSHE', '603000.XSHG', '600867.XSHG', '002065.XSHE', '002422.XSHE', '300133.XSHE', '600109.XSHG', '600276.XSHG', '002465.XSHE', '300070.XSHE', '600535.XSHG', '300124.XSHE', '002007.XSHE', '002038.XSHE', '300015.XSHE', '002653.XSHE', '300024.XSHE', '300146.XSHE', '600010.XSHG', '601231.XSHG', '600998.XSHG', '002410.XSHE', '000963.XSHE', '300058.XSHE', '600703.XSHG', '300017.XSHE', '300002.XSHE', '300104.XSHE', '002475.XSHE', '002292.XSHE', '600023.XSHG']
2014-01-23 00:00:00 ['600648.XSHG', '601318.XSHG', '000999.XSHE', '600893.XSHG', '000895.XSHE', '601929.XSHG', '600535.XSHG', '600703.XSHG', '300027.XSHE', '600100.XSHG', '600015.XSHG', '600519.XSHG', '002230.XSHE', '000963.XSHE', '002024.XSHE', '002465.XSHE', '300059.XSHE', '002353.XSHE', '002653.XSHE', '600804.XSHG', '002038.XSHE', '002304.XSHE', '300017.XSHE', '600690.XSHG', '601933.XSHG', '600373.XSHG', '600637.XSHG', '600583.XSHG', '600588.XSHG', '600718.XSHG', '600398.XSHG', '000793.XSHE', '600010.XSHG', '002202.XSHE', '000039.XSHE', '000400.XSHE', '600633.XSHG', '300251.XSHE', '600839.XSHG', '002008.XSHE', '300124.XSHE', '300024.XSHE', '000413.XSHE', '300015.XSHE', '002292.XSHE', '601231.XSHG', '601099.XSHG', '002475.XSHE', '603000.XSHG', '300002.XSHE', '600998.XSHG', '601216.XSHG', '300058.XSHE', '300133.XSHE', '600109.XSHG', '300104.XSHE', '002410.XSHE', '002153.XSHE']
2014-02-13 00:00:00 ['000738.XSHE', '601928.XSHG', '002024.XSHE', '002252.XSHE', '600008.XSHG', '000839.XSHE', '600648.XSHG', '600108.XSHG', '600518.XSHG', '000100.XSHE', '601098.XSHG', '002470.XSHE', '600118.XSHG', '002129.XSHE', '600340.XSHG', '000156.XSHE', '002375.XSHE', '600570.XSHG', '600649.XSHG', '000413.XSHE', '300124.XSHE', '000400.XSHE', '600717.XSHG', '002594.XSHE', '601888.XSHG', '600705.XSHG', '002465.XSHE', '002153.XSHE', '600100.XSHG', '600690.XSHG', '600633.XSHG', '300015.XSHE', '000970.XSHE', '300059.XSHE', '600718.XSHG', '601998.XSHG', '002230.XSHE', '601118.XSHG', '300024.XSHE', '000009.XSHE', '600998.XSHG', '002008.XSHE', '300251.XSHE', '600398.XSHG', '002202.XSHE', '600839.XSHG', '002410.XSHE', '601099.XSHG', '601216.XSHG', '600893.XSHG', '600109.XSHG', '000712.XSHE', '600373.XSHG', '300017.XSHE', '600588.XSHG', '601929.XSHG', '000559.XSHE', '601225.XSHG', '603288.XSHG']
2014-02-27 00:00:00 ['000598.XSHE', '600016.XSHG', '601179.XSHG', '601333.XSHG', '000738.XSHE', '000027.XSHE', '000503.XSHE', '601888.XSHG', '600518.XSHG', '601118.XSHG', '002008.XSHE', '600352.XSHG', '600519.XSHG', '002450.XSHE', '600109.XSHG', '600008.XSHG', '002252.XSHE', '601169.XSHG', '002051.XSHE', '000839.XSHE', '601899.XSHG', '600570.XSHG', '600256.XSHG', '600893.XSHG', '000970.XSHE', '600028.XSHG', '300124.XSHE', '600153.XSHG', '300003.XSHE', '000400.XSHE', '600489.XSHG', '600718.XSHG', '300017.XSHE', '600547.XSHG', '300015.XSHE', '000725.XSHE', '002399.XSHE', '600717.XSHG', '600688.XSHG', '600373.XSHG', '600166.XSHG', '000100.XSHE', '000009.XSHE', '601098.XSHG', '600271.XSHG', '002304.XSHE', '000960.XSHE', '600406.XSHG', '600398.XSHG', '000712.XSHE', '002065.XSHE', '600196.XSHG', '601929.XSHG', '600588.XSHG', '601998.XSHG', '002594.XSHE', '000559.XSHE', '601225.XSHG', '603288.XSHG']
2014-03-13 00:00:00 ['601169.XSHG', '600863.XSHG', '601929.XSHG', '000423.XSHE', '601225.XSHG', '300104.XSHE', '600489.XSHG', '600208.XSHG', '600660.XSHG', '000709.XSHE', '600010.XSHG', '600886.XSHG', '600535.XSHG', '300002.XSHE', '000778.XSHE', '000839.XSHE', '600166.XSHG', '000539.XSHE', '601857.XSHG', '000009.XSHE', '600600.XSHG', '600050.XSHG', '000725.XSHE', '600153.XSHG', '002475.XSHE', '600177.XSHG', '600516.XSHG', '000027.XSHE', '300015.XSHE', '002399.XSHE', '600068.XSHG', '000002.XSHE', '002594.XSHE', '601919.XSHG', '600352.XSHG', '600875.XSHG', '600383.XSHG', '600271.XSHG', '002146.XSHE', '601727.XSHG', '000568.XSHE', '600547.XSHG', '600398.XSHG', '601098.XSHG', '600340.XSHG', '600406.XSHG', '000960.XSHE', '002304.XSHE', '600028.XSHG', '601998.XSHG', '300003.XSHE', '000858.XSHE', '600578.XSHG', '601179.XSHG', '600196.XSHG', '600519.XSHG', '600688.XSHG', '000559.XSHE']
2014-03-27 00:00:00 ['600863.XSHG', '000839.XSHE', '002500.XSHE', '601668.XSHG', '000876.XSHE', '002001.XSHE', '601727.XSHG', '300027.XSHE', '600703.XSHG', '601766.XSHG', '600000.XSHG', '600783.XSHG', '600585.XSHG', '600109.XSHG', '002375.XSHE', '600886.XSHG', '600315.XSHG', '600018.XSHG', '600060.XSHG', '600398.XSHG', '601901.XSHG', '600887.XSHG', '601377.XSHG', '000568.XSHE', '600177.XSHG', '600741.XSHG', '600519.XSHG', '600317.XSHG', '601919.XSHG', '000937.XSHE', '601117.XSHG', '600875.XSHG', '600516.XSHG', '000333.XSHE', '002202.XSHE', '600048.XSHG', '300017.XSHE', '600663.XSHG', '000686.XSHE', '601633.XSHG', '300059.XSHE', '002129.XSHE', '000061.XSHE', '000402.XSHE', '000858.XSHE', '601258.XSHG', '000709.XSHE', '600383.XSHG', '600578.XSHG', '601929.XSHG', '600549.XSHG', '600352.XSHG', '000002.XSHE', '000024.XSHE', '600827.XSHG', '601992.XSHG', '002146.XSHE', '600340.XSHG']
2014-04-11 00:00:00 ['600674.XSHG', '600018.XSHG', '600549.XSHG', '000063.XSHE', '000728.XSHE', '601800.XSHG', '600015.XSHG', '601668.XSHG', '600999.XSHG', '601333.XSHG', '600060.XSHG', '600703.XSHG', '600863.XSHG', '002344.XSHE', '000333.XSHE', '600027.XSHG', '600837.XSHG', '000709.XSHE', '601628.XSHG', '600019.XSHG', '000402.XSHE', '600839.XSHG', '600383.XSHG', '600886.XSHG', '600741.XSHG', '000024.XSHE', '601601.XSHG', '600048.XSHG', '601088.XSHG', '601318.XSHG', '000898.XSHE', '601166.XSHG', '601766.XSHG', '000937.XSHE', '600000.XSHG', '601688.XSHG', '600011.XSHG', '000338.XSHE', '601390.XSHG', '000686.XSHE', '600104.XSHG', '300059.XSHE', '600030.XSHG', '002129.XSHE', '002146.XSHE', '000156.XSHE', '000046.XSHE', '601377.XSHG', '600827.XSHG', '002001.XSHE', '601186.XSHG', '600352.XSHG', '600340.XSHG', '601992.XSHG', '600585.XSHG', '000061.XSHE', '600570.XSHG']
2014-04-25 00:00:00 ['601601.XSHG', '000831.XSHE', '000001.XSHE', '603000.XSHG', '002570.XSHE', '600600.XSHG', '601933.XSHG', '000876.XSHE', '000858.XSHE', '002353.XSHE', '300024.XSHE', '000538.XSHE', '600597.XSHG', '002129.XSHE', '000063.XSHE', '002465.XSHE', '000402.XSHE', '601901.XSHG', '601318.XSHG', '600048.XSHG', '600893.XSHG', '000960.XSHE', '000917.XSHE', '600011.XSHG', '300059.XSHE', '601186.XSHG', '600150.XSHG', '600585.XSHG', '601166.XSHG', '600315.XSHG', '000728.XSHE', '600352.XSHG', '002415.XSHE', '600739.XSHG', '600030.XSHG', '000046.XSHE', '600372.XSHG', '000581.XSHE', '600317.XSHG', '600256.XSHG', '002475.XSHE', '600519.XSHG', '300070.XSHE', '002008.XSHE', '000651.XSHE', '000333.XSHE', '600104.XSHG', '002304.XSHE', '002241.XSHE', '000783.XSHE', '600827.XSHG', '000156.XSHE', '002252.XSHE', '601231.XSHG', '000625.XSHE', '600570.XSHG', '600383.XSHG']
2014-05-13 00:00:00 ['600863.XSHG', '002450.XSHE', '000425.XSHE', '601555.XSHG', '002153.XSHE', '600009.XSHG', '600549.XSHG', '002465.XSHE', '600783.XSHG', '600277.XSHG', '601699.XSHG', '601901.XSHG', '000060.XSHE', '002310.XSHE', '000538.XSHE', '300058.XSHE', '000027.XSHE', '600050.XSHG', '601788.XSHG', '601618.XSHG', '002038.XSHE', '002500.XSHE', '600348.XSHG', '600383.XSHG', '000876.XSHE', '300070.XSHE', '002241.XSHE', '601898.XSHG', '002008.XSHE', '000581.XSHE', '002415.XSHE', '002353.XSHE', '002304.XSHE', '300059.XSHE', '600369.XSHG', '000983.XSHE', '000625.XSHE', '601225.XSHG', '000831.XSHE', '000629.XSHE', '601168.XSHG', '000963.XSHE', '000630.XSHE', '000402.XSHE', '300017.XSHE', '600188.XSHG', '000728.XSHE', '000825.XSHE', '601958.XSHG', '000783.XSHE', '600827.XSHG', '002475.XSHE', '000413.XSHE', '002252.XSHE', '603993.XSHG', '601231.XSHG', '600317.XSHG']
2014-05-27 00:00:00 ['000027.XSHE', '000826.XSHE', '600535.XSHG', '000778.XSHE', '601168.XSHG', '601186.XSHG', '603000.XSHG', '600369.XSHG', '600050.XSHG', '000792.XSHE', '002294.XSHE', '600588.XSHG', '600011.XSHG', '600660.XSHG', '000768.XSHE', '600340.XSHG', '002292.XSHE', '000825.XSHE', '603288.XSHG', '601788.XSHG', '000728.XSHE', '000983.XSHE', '002001.XSHE', '000729.XSHE', '600177.XSHG', '002065.XSHE', '300017.XSHE', '300024.XSHE', '600271.XSHG', '600886.XSHG', '600276.XSHG', '600516.XSHG', '000629.XSHE', '000630.XSHE', '300058.XSHE', '601699.XSHG', '600741.XSHG', '000002.XSHE', '600867.XSHG', '002153.XSHE', '002410.XSHE', '601958.XSHG', '600600.XSHG', '000963.XSHE', '002051.XSHE', '000402.XSHE', '000831.XSHE', '300002.XSHE', '600633.XSHG', '300059.XSHE', '601231.XSHG', '000413.XSHE', '002008.XSHE', '603993.XSHG', '600188.XSHG', '300104.XSHE', '300133.XSHE', '600317.XSHG']
2014-06-11 00:00:00 ['601933.XSHG', '000651.XSHE', '601288.XSHG', '000503.XSHE', '601169.XSHG', '600196.XSHG', '000402.XSHE', '601628.XSHG', '601601.XSHG', '601336.XSHG', '600157.XSHG', '601928.XSHG', '601098.XSHG', '600317.XSHG', '600332.XSHG', '600485.XSHG', '000333.XSHE', '000729.XSHE', '600900.XSHG', '000156.XSHE', '600718.XSHG', '002008.XSHE', '002051.XSHE', '000581.XSHE', '000826.XSHE', '600271.XSHG', '603000.XSHG', '000625.XSHE', '000024.XSHE', '300024.XSHE', '601398.XSHG', '600633.XSHG', '002146.XSHE', '000069.XSHE', '002410.XSHE', '002594.XSHE', '600867.XSHG', '600276.XSHG', '600886.XSHG', '600383.XSHG', '002202.XSHE', '600398.XSHG', '600048.XSHG', '300015.XSHE', '000413.XSHE', '000002.XSHE', '000712.XSHE', '002465.XSHE', '300027.XSHE', '002292.XSHE', '002129.XSHE', '002065.XSHE', '002024.XSHE', '600588.XSHG', '300133.XSHE', '300002.XSHE', '300104.XSHE']
2014-06-25 00:00:00 ['600271.XSHG', '000423.XSHE', '600100.XSHG', '601118.XSHG', '600570.XSHG', '600739.XSHG', '600535.XSHG', '600549.XSHG', '600867.XSHG', '000883.XSHE', '600276.XSHG', '600873.XSHG', '600104.XSHG', '000858.XSHE', '600383.XSHG', '600038.XSHG', '600109.XSHG', '600804.XSHG', '000831.XSHE', '600519.XSHG', '002465.XSHE', '002065.XSHE', '600372.XSHG', '000333.XSHE', '300059.XSHE', '601808.XSHG', '600718.XSHG', '601098.XSHG', '601231.XSHG', '300070.XSHE', '601928.XSHG', '002038.XSHE', '002450.XSHE', '000963.XSHE', '300104.XSHE', '600373.XSHG', '600315.XSHG', '601601.XSHG', '600497.XSHG', '603993.XSHG', '600893.XSHG', '601958.XSHG', '300251.XSHE', '002081.XSHE', '002129.XSHE', '002153.XSHE', '300133.XSHE', '300027.XSHE', '000581.XSHE', '000768.XSHE', '002292.XSHE', '002230.XSHE', '000712.XSHE', '000559.XSHE', '300024.XSHE', '600516.XSHG', '000060.XSHE', '600317.XSHG']
2014-07-09 00:00:00 ['600718.XSHG', '600406.XSHG', '600570.XSHG', '600783.XSHG', '002344.XSHE', '600998.XSHG', '601118.XSHG', '601098.XSHG', '002310.XSHE', '000825.XSHE', '600027.XSHG', '300002.XSHE', '002594.XSHE', '000503.XSHE', '002465.XSHE', '600705.XSHG', '601377.XSHG', '600150.XSHG', '000039.XSHE', '600317.XSHG', '000898.XSHE', '600873.XSHG', '000625.XSHE', '601989.XSHG', '601991.XSHG', '601766.XSHG', '600315.XSHG', '600804.XSHG', '600118.XSHG', '601958.XSHG', '300124.XSHE', '601933.XSHG', '000423.XSHE', '600372.XSHG', '600893.XSHG', '600038.XSHG', '603993.XSHG', '600316.XSHG', '000400.XSHE', '600383.XSHG', '000963.XSHE', '002410.XSHE', '000738.XSHE', '600497.XSHG', '600066.XSHG', '300024.XSHE', '000768.XSHE', '000917.XSHE', '600485.XSHG', '601231.XSHG', '002081.XSHE', '002230.XSHE', '600373.XSHG', '000839.XSHE', '300017.XSHE', '600516.XSHG', '000060.XSHE', '000559.XSHE']
2014-07-23 00:00:00 ['600019.XSHG', '000423.XSHE', '300002.XSHE', '000825.XSHE', '601006.XSHG', '600674.XSHG', '600585.XSHG', '601336.XSHG', '601958.XSHG', '002129.XSHE', '000917.XSHE', '600150.XSHG', '600705.XSHG', '600900.XSHG', '600166.XSHG', '000999.XSHE', '600887.XSHG', '000046.XSHE', '000898.XSHE', '000027.XSHE', '601377.XSHG', '000800.XSHE', '002146.XSHE', '601766.XSHG', '000060.XSHE', '600886.XSHG', '002001.XSHE', '000778.XSHE', '000002.XSHE', '600153.XSHG', '600588.XSHG', '601555.XSHG', '600340.XSHG', '000039.XSHE', '600406.XSHG', '002304.XSHE', '600549.XSHG', '600519.XSHG', '600741.XSHG', '000876.XSHE', '000400.XSHE', '000402.XSHE', '000858.XSHE', '000970.XSHE', '600066.XSHG', '601600.XSHG', '000024.XSHE', '601633.XSHG', '601933.XSHG', '600048.XSHG', '600011.XSHG', '000425.XSHE', '600809.XSHG', '601866.XSHG', '000839.XSHE', '600485.XSHG', '000559.XSHE']
2014-08-06 00:00:00 ['000778.XSHE', '601901.XSHG', '000768.XSHE', '600109.XSHG', '601818.XSHG', '601117.XSHG', '000024.XSHE', '600519.XSHG', '600030.XSHG', '002001.XSHE', '000983.XSHE', '000061.XSHE', '600048.XSHG', '600309.XSHG', '000898.XSHE', '601688.XSHG', '600188.XSHG', '600863.XSHG', '600348.XSHG', '000338.XSHE', '000559.XSHE', '601099.XSHG', '000046.XSHE', '000800.XSHE', '000883.XSHE', '002304.XSHE', '601225.XSHG', '601555.XSHG', '000876.XSHE', '601377.XSHG', '601788.XSHG', '600111.XSHG', '600010.XSHG', '600660.XSHG', '600690.XSHG', '601328.XSHG', '000568.XSHE', '601600.XSHG', '000728.XSHE', '601958.XSHG', '000686.XSHE', '000069.XSHE', '000878.XSHE', '601992.XSHG', '000937.XSHE', '000831.XSHE', '600549.XSHG', '601699.XSHG', '600887.XSHG', '600809.XSHG', '600741.XSHG', '002385.XSHE', '601633.XSHG', '000970.XSHE', '601216.XSHG', '000783.XSHE', '600157.XSHG']
2014-08-20 00:00:00 ['002500.XSHE', '002241.XSHE', '000568.XSHE', '600688.XSHG', '002456.XSHE', '300059.XSHE', '601328.XSHG', '300015.XSHE', '002385.XSHE', '002230.XSHE', '002353.XSHE', '300058.XSHE', '600256.XSHG', '300070.XSHE', '000061.XSHE', '000768.XSHE', '000878.XSHE', '601929.XSHG', '000156.XSHE', '002081.XSHE', '600516.XSHG', '002024.XSHE', '002450.XSHE', '000629.XSHE', '600718.XSHG', '600588.XSHG', '000937.XSHE', '600369.XSHG', '601377.XSHG', '600485.XSHG', '600839.XSHG', '601699.XSHG', '600827.XSHG', '300146.XSHE', '000792.XSHE', '300251.XSHE', '601118.XSHG', '000970.XSHE', '000686.XSHE', '600348.XSHG', '000413.XSHE', '600108.XSHG', '601888.XSHG', '000883.XSHE', '601216.XSHG', '600277.XSHG', '601099.XSHG', '603000.XSHG', '600373.XSHG', '600208.XSHG', '000783.XSHE', '000728.XSHE', '000009.XSHE', '600633.XSHG', '600010.XSHG', '000960.XSHE', '600157.XSHG']
2014-09-03 00:00:00 ['601929.XSHG', '601231.XSHG', '600108.XSHG', '300015.XSHE', '000970.XSHE', '601888.XSHG', '601258.XSHG', '600588.XSHG', '601808.XSHG', '600900.XSHG', '002465.XSHE', '600100.XSHG', '600717.XSHG', '002230.XSHE', '000883.XSHE', '600718.XSHG', '600118.XSHG', '300003.XSHE', '000156.XSHE', '000413.XSHE', '000826.XSHE', '600886.XSHG', '002456.XSHE', '000960.XSHE', '002475.XSHE', '002304.XSHE', '300070.XSHE', '603288.XSHG', '600316.XSHG', '600023.XSHG', '600038.XSHG', '000728.XSHE', '601099.XSHG', '600157.XSHG', '600839.XSHG', '300024.XSHE', '600256.XSHG', '000768.XSHE', '600998.XSHG', '600674.XSHG', '601928.XSHG', '600372.XSHG', '002202.XSHE', '002081.XSHE', '600570.XSHG', '600373.XSHG', '002008.XSHE', '600893.XSHG', '000503.XSHE', '300059.XSHE', '000738.XSHE', '600485.XSHG', '600633.XSHG', '603000.XSHG', '000009.XSHE', '600317.XSHG']
2014-09-18 00:00:00 ['600038.XSHG', '600717.XSHG', '600578.XSHG', '601390.XSHG', '600900.XSHG', '600795.XSHG', '000629.XSHE', '002422.XSHE', '600023.XSHG', '600583.XSHG', '002236.XSHE', '600108.XSHG', '600406.XSHG', '600372.XSHG', '601377.XSHG', '601158.XSHG', '002024.XSHE', '600221.XSHG', '601169.XSHG', '600398.XSHG', '601800.XSHG', '000598.XSHE', '300059.XSHE', '600893.XSHG', '300003.XSHE', '600029.XSHG', '600633.XSHG', '601866.XSHG', '601989.XSHG', '601919.XSHG', '000046.XSHE', '000738.XSHE', '600115.XSHG', '600886.XSHG', '601118.XSHG', '000503.XSHE', '600118.XSHG', '600570.XSHG', '600060.XSHG', '000883.XSHE', '002570.XSHE', '600415.XSHG', '002202.XSHE', '600008.XSHG', '603000.XSHG', '600674.XSHG', '002375.XSHE', '300024.XSHE', '601618.XSHG', '000768.XSHE', '601018.XSHG', '601106.XSHG', '600150.XSHG', '600485.XSHG', '600316.XSHG', '600317.XSHG']
2014-10-09 00:00:00 ['600535.XSHG', '002230.XSHE', '601117.XSHG', '000425.XSHE', '600867.XSHG', '000999.XSHE', '600718.XSHG', '002007.XSHE', '600886.XSHG', '002422.XSHE', '000783.XSHE', '600406.XSHG', '600008.XSHG', '600276.XSHG', '002450.XSHE', '600317.XSHG', '000623.XSHE', '600068.XSHG', '000598.XSHE', '600010.XSHG', '600115.XSHG', '002399.XSHE', '300059.XSHE', '601800.XSHG', '601158.XSHG', '601258.XSHG', '600029.XSHG', '601099.XSHG', '601555.XSHG', '601377.XSHG', '601919.XSHG', '600060.XSHG', '002470.XSHE', '600108.XSHG', '600415.XSHG', '601179.XSHG', '600570.XSHG', '002570.XSHE', '601669.XSHG', '601118.XSHG', '600316.XSHG', '002673.XSHE', '601225.XSHG', '601989.XSHG', '600485.XSHG', '600674.XSHG', '002153.XSHE', '601727.XSHG', '002375.XSHE', '000061.XSHE', '600717.XSHG', '000883.XSHE', '601618.XSHG', '002252.XSHE', '601018.XSHG', '600150.XSHG', '601106.XSHG']
2014-10-23 00:00:00 ['601688.XSHG', '000100.XSHE', '000898.XSHE', '601618.XSHG', '600999.XSHG', '601179.XSHG', '000999.XSHE', '600271.XSHG', '600674.XSHG', '300059.XSHE', '600109.XSHG', '600023.XSHG', '601766.XSHG', '600588.XSHG', '300058.XSHE', '000917.XSHE', '601336.XSHG', '601111.XSHG', '600315.XSHG', '002007.XSHE', '601788.XSHG', '600153.XSHG', '300133.XSHE', '601258.XSHG', '600867.XSHG', '002294.XSHE', '000839.XSHE', '000783.XSHE', '000800.XSHE', '000738.XSHE', '000625.XSHE', '000629.XSHE', '601989.XSHG', '000686.XSHE', '600570.XSHG', '600038.XSHG', '002230.XSHE', '600372.XSHG', '601225.XSHG', '000623.XSHE', '000728.XSHE', '002153.XSHE', '601555.XSHG', '002673.XSHE', '601099.XSHG', '601727.XSHG', '600717.XSHG', '002399.XSHE', '002470.XSHE', '000883.XSHE', '600150.XSHG', '000825.XSHE', '002252.XSHE', '601669.XSHG', '601106.XSHG']
2014-11-06 00:00:00 ['601998.XSHG', '600170.XSHG', '601377.XSHG', '000539.XSHE', '600031.XSHG', '600900.XSHG', '002252.XSHE', '600068.XSHG', '000750.XSHE', '601333.XSHG', '600588.XSHG', '000776.XSHE', '000629.XSHE', '002294.XSHE', '600999.XSHG', '002142.XSHE', '000800.XSHE', '600109.XSHG', '600005.XSHG', '000425.XSHE', '300059.XSHE', '000686.XSHE', '000709.XSHE', '000898.XSHE', '002007.XSHE', '300002.XSHE', '601018.XSHG', '000039.XSHE', '002673.XSHE', '600867.XSHG', '600795.XSHG', '000623.XSHE', '600153.XSHG', '601669.XSHG', '601919.XSHG', '000027.XSHE', '600663.XSHG', '601111.XSHG', '601009.XSHG', '000100.XSHE', '600029.XSHG', '600717.XSHG', '601336.XSHG', '601688.XSHG', '600221.XSHG', '600839.XSHG', '601788.XSHG', '000825.XSHE', '601800.XSHG', '600115.XSHG', '601186.XSHG', '601555.XSHG', '002051.XSHE', '000728.XSHE', '000883.XSHE', '601390.XSHG']
2014-11-20 00:00:00 ['600741.XSHG', '601618.XSHG', '600068.XSHG', '600809.XSHG', '601668.XSHG', '000425.XSHE', '600648.XSHG', '601216.XSHG', '601118.XSHG', '600009.XSHG', '600795.XSHG', '601009.XSHG', '600999.XSHG', '002007.XSHE', '002500.XSHE', '600027.XSHG', '600415.XSHG', '600578.XSHG', '000623.XSHE', '000783.XSHE', '000712.XSHE', '600109.XSHG', '600875.XSHG', '000686.XSHE', '601179.XSHG', '000503.XSHE', '600010.XSHG', '600170.XSHG', '601111.XSHG', '000039.XSHE', '000709.XSHE', '000728.XSHE', '601992.XSHG', '601727.XSHG', '600208.XSHG', '601006.XSHG', '000027.XSHE', '600873.XSHG', '600340.XSHG', '600029.XSHG', '601186.XSHG', '600100.XSHG', '601018.XSHG', '601919.XSHG', '600221.XSHG', '600827.XSHG', '601555.XSHG', '600717.XSHG', '600867.XSHG', '002051.XSHE', '601390.XSHG', '601377.XSHG', '300059.XSHE', '601800.XSHG', '600115.XSHG', '600663.XSHG']
2014-12-04 00:00:00 ['600739.XSHG', '000651.XSHE', '601158.XSHG', '600000.XSHG', '300027.XSHE', '601225.XSHG', '600547.XSHG', '601958.XSHG', '000709.XSHE', '600015.XSHG', '600809.XSHG', '600010.XSHG', '600588.XSHG', '000402.XSHE', '600016.XSHG', '600048.XSHG', '600827.XSHG', '601318.XSHG', '600783.XSHG', '600340.XSHG', '601992.XSHG', '000728.XSHE', '601555.XSHG', '601998.XSHG', '000878.XSHE', '603993.XSHG', '600570.XSHG', '000712.XSHE', '601111.XSHG', '601328.XSHG', '600188.XSHG', '000024.XSHE', '601818.XSHG', '000623.XSHE', '600109.XSHG', '600029.XSHG', '601336.XSHG', '600115.XSHG', '000750.XSHE', '600030.XSHG', '601628.XSHG', '600663.XSHG', '601099.XSHG', '000046.XSHE', '002673.XSHE', '000686.XSHE', '600415.XSHG', '000783.XSHE', '300059.XSHE', '002500.XSHE', '600208.XSHG', '000776.XSHE', '600999.XSHG', '601901.XSHG', '601377.XSHG', '601688.XSHG', '601788.XSHG']
2014-12-18 00:00:00 ['600019.XSHG', '000425.XSHE', '600153.XSHG', '601158.XSHG', '600010.XSHG', '601939.XSHG', '600036.XSHG', '600221.XSHG', '600188.XSHG', '601998.XSHG', '601336.XSHG', '000001.XSHE', '000878.XSHE', '000898.XSHE', '000709.XSHE', '000027.XSHE', '600016.XSHG', '600048.XSHG', '601318.XSHG', '601989.XSHG', '600109.XSHG', '601818.XSHG', '601628.XSHG', '601618.XSHG', '000623.XSHE', '600008.XSHG', '601186.XSHG', '600570.XSHG', '000728.XSHE', '601669.XSHG', '601668.XSHG', '601555.XSHG', '000046.XSHE', '600415.XSHG', '601111.XSHG', '600029.XSHG', '000024.XSHE', '600068.XSHG', '000402.XSHE', '300059.XSHE', '000686.XSHE', '601390.XSHG', '000750.XSHE', '002500.XSHE', '601800.XSHG', '601377.XSHG', '601688.XSHG', '601099.XSHG', '002673.XSHE', '600837.XSHG', '000776.XSHE', '600369.XSHG', '601788.XSHG', '601901.XSHG', '600030.XSHG', '000783.XSHE', '600999.XSHG', '601969.XSHG']
2015-01-05 00:00:00 ['000002.XSHE', '000728.XSHE', '600583.XSHG', '600999.XSHG', '600019.XSHG', '600153.XSHG', '601998.XSHG', '600016.XSHG', '601601.XSHG', '600036.XSHG', '601288.XSHG', '000069.XSHE', '601727.XSHG', '600118.XSHG', '601333.XSHG', '601099.XSHG', '600008.XSHG', '601111.XSHG', '000539.XSHE', '601166.XSHG', '600011.XSHG', '600352.XSHG', '601318.XSHG', '601117.XSHG', '000157.XSHE', '601600.XSHG', '600170.XSHG', '600578.XSHG', '600863.XSHG', '601939.XSHG', '601919.XSHG', '601866.XSHG', '000024.XSHE', '601179.XSHG', '601628.XSHG', '000783.XSHE', '000402.XSHE', '600048.XSHG', '600027.XSHG', '600031.XSHG', '000425.XSHE', '002673.XSHE', '601991.XSHG', '601989.XSHG', '600795.XSHG', '600886.XSHG', '600837.XSHG', '601668.XSHG', '600068.XSHG', '600030.XSHG', '601618.XSHG', '601186.XSHG', '601390.XSHG', '601800.XSHG', '601669.XSHG', '600705.XSHG', '600369.XSHG', '002736.XSHE', '601969.XSHG']
2015-01-19 00:00:00 ['300002.XSHE', '600188.XSHG', '600875.XSHG', '601998.XSHG', '600348.XSHG', '601818.XSHG', '000651.XSHE', '600015.XSHG', '600332.XSHG', '000069.XSHE', '601898.XSHG', '600795.XSHG', '601169.XSHG', '600741.XSHG', '601939.XSHG', '601216.XSHG', '600028.XSHG', '000002.XSHE', '601899.XSHG', '000858.XSHE', '600703.XSHG', '601166.XSHG', '600383.XSHG', '600066.XSHG', '002304.XSHE', '601398.XSHG', '600000.XSHG', '601328.XSHG', '601318.XSHG', '600489.XSHG', '600547.XSHG', '002415.XSHE', '600309.XSHG', '000625.XSHE', '000712.XSHE', '601088.XSHG', '600873.XSHG', '000024.XSHE', '601727.XSHG', '000728.XSHE', '601288.XSHG', '600886.XSHG', '601186.XSHG', '601601.XSHG', '600340.XSHG', '601857.XSHG', '600048.XSHG', '002081.XSHE', '600588.XSHG', '600271.XSHG', '600352.XSHG', '300104.XSHE', '300017.XSHE', '601988.XSHG', '601628.XSHG', '600705.XSHG', '601766.XSHG', '002736.XSHE']
2015-02-02 00:00:00 ['002415.XSHE', '600332.XSHG', '600352.XSHG', '600100.XSHG', '002353.XSHE', '600038.XSHG', '000800.XSHE', '000831.XSHE', '603288.XSHG', '002456.XSHE', '300251.XSHE', '002422.XSHE', '000156.XSHE', '300124.XSHE', '002241.XSHE', '600705.XSHG', '000400.XSHE', '601231.XSHG', '002450.XSHE', '600718.XSHG', '002024.XSHE', '000792.XSHE', '603993.XSHG', '600398.XSHG', '600570.XSHG', '600010.XSHG', '000503.XSHE', '002292.XSHE', '600703.XSHG', '600271.XSHG', '300015.XSHE', '002230.XSHE', '600060.XSHG', '600839.XSHG', '002475.XSHE', '300058.XSHE', '000793.XSHE', '000712.XSHE', '600547.XSHG', '002153.XSHE', '300002.XSHE', '002081.XSHE', '002653.XSHE', '002470.XSHE', '600804.XSHG', '601216.XSHG', '000768.XSHE', '601727.XSHG', '002410.XSHE', '002065.XSHE', '300017.XSHE', '300059.XSHE', '600588.XSHG', '300104.XSHE', '601766.XSHG', '002736.XSHE', '000166.XSHE', '601021.XSHG']
2015-02-16 00:00:00 ['600068.XSHG', '002465.XSHE', '600019.XSHG', '002252.XSHE', '002310.XSHE', '601555.XSHG', '000568.XSHE', '300017.XSHE', '600999.XSHG', '002653.XSHE', '000559.XSHE', '600316.XSHG', '600398.XSHG', '300251.XSHE', '600373.XSHG', '601628.XSHG', '000800.XSHE', '000503.XSHE', '600005.XSHG', '600642.XSHG', '603000.XSHG', '300146.XSHE', '000712.XSHE', '000768.XSHE', '300003.XSHE', '002065.XSHE', '600718.XSHG', '002470.XSHE', '600570.XSHG', '600177.XSHG', '000792.XSHE', '600100.XSHG', '600705.XSHG', '000100.XSHE', '600739.XSHG', '002344.XSHE', '002410.XSHE', '600170.XSHG', '600518.XSHG', '601231.XSHG', '000970.XSHE', '600010.XSHG', '002230.XSHE', '000793.XSHE', '603993.XSHG', '601633.XSHG', '600415.XSHG', '002024.XSHE', '600038.XSHG', '000831.XSHE', '000839.XSHE', '600998.XSHG', '000156.XSHE', '002153.XSHE', '000046.XSHE', '300104.XSHE', '600060.XSHG', '000166.XSHE', '601021.XSHG']
2015-03-09 00:00:00 ['600398.XSHG', '002065.XSHE', '002653.XSHE', '000960.XSHE', '000970.XSHE', '601618.XSHG', '600170.XSHG', '000046.XSHE', '000559.XSHE', '002024.XSHE', '601958.XSHG', '002252.XSHE', '600038.XSHG', '601377.XSHG', '603000.XSHG', '000839.XSHE', '002470.XSHE', '002081.XSHE', '601929.XSHG', '000686.XSHE', '601098.XSHG', '300017.XSHE', '300146.XSHE', '600373.XSHG', '300133.XSHE', '300002.XSHE', '300003.XSHE', '603993.XSHG', '600050.XSHG', '601600.XSHG', '601800.XSHG', '600177.XSHG', '000009.XSHE', '601669.XSHG', '002153.XSHE', '601555.XSHG', '000917.XSHE', '000425.XSHE', '601021.XSHG', '002673.XSHE', '600005.XSHG', '600688.XSHG', '600415.XSHG', '000876.XSHE', '002230.XSHE', '601258.XSHG', '600109.XSHG', '300251.XSHE', '600998.XSHG', '000100.XSHE', '600570.XSHG', '600060.XSHG', '002594.XSHE', '000156.XSHE', '000413.XSHE', '601216.XSHG', '300104.XSHE', '600518.XSHG']
2015-03-23 00:00:00 ['000060.XSHE', '000027.XSHE', '601225.XSHG', '601919.XSHG', '002007.XSHE', '600642.XSHG', '002292.XSHE', '601928.XSHG', '000425.XSHE', '600549.XSHG', '300017.XSHE', '600863.XSHG', '601688.XSHG', '000100.XSHE', '002375.XSHE', '002399.XSHE', '600804.XSHG', '601166.XSHG', '002051.XSHE', '000963.XSHE', '000876.XSHE', '601866.XSHG', '000960.XSHE', '601600.XSHG', '601766.XSHG', '601018.XSHG', '000629.XSHE', '601390.XSHG', '601800.XSHG', '600277.XSHG', '300146.XSHE', '601607.XSHG', '002142.XSHE', '002038.XSHE', '600010.XSHG', '601186.XSHG', '000725.XSHE', '601618.XSHG', '600177.XSHG', '601669.XSHG', '601111.XSHG', '600570.XSHG', '600153.XSHG', '002129.XSHE', '000156.XSHE', '600518.XSHG', '601258.XSHG', '002385.XSHE', '600688.XSHG', '600221.XSHG', '600415.XSHG', '600115.XSHG', '000413.XSHE', '601216.XSHG', '600109.XSHG', '600029.XSHG']
2015-04-07 00:00:00 ['002375.XSHE', '601933.XSHG', '002008.XSHE', '600633.XSHG', '601899.XSHG', '600008.XSHG', '601607.XSHG', '002081.XSHE', '601555.XSHG', '601669.XSHG', '600999.XSHG', '000776.XSHE', '000839.XSHE', '600340.XSHG', '600583.XSHG', '000686.XSHE', '600369.XSHG', '600089.XSHG', '000725.XSHE', '000917.XSHE', '600837.XSHG', '300003.XSHE', '600739.XSHG', '000400.XSHE', '601111.XSHG', '002673.XSHE', '002230.XSHE', '600115.XSHG', '002153.XSHE', '600718.XSHG', '601788.XSHG', '600153.XSHG', '300146.XSHE', '601800.XSHG', '002202.XSHE', '601992.XSHG', '002344.XSHE', '000559.XSHE', '601186.XSHG', '000629.XSHE', '600690.XSHG', '000709.XSHE', '300058.XSHE', '000027.XSHE', '002410.XSHE', '600406.XSHG', '002236.XSHE', '601688.XSHG', '601225.XSHG', '601390.XSHG', '002146.XSHE', '600415.XSHG', '002129.XSHE', '600570.XSHG', '600029.XSHG', '600958.XSHG']
2015-04-21 00:00:00 ['600276.XSHG', '600005.XSHG', '600863.XSHG', '600406.XSHG', '300002.XSHE', '600875.XSHG', '000778.XSHE', '002375.XSHE', '000063.XSHE', '002202.XSHE', '601006.XSHG', '600031.XSHG', '601225.XSHG', '600015.XSHG', '000709.XSHE', '600795.XSHG', '000039.XSHE', '600048.XSHG', '601117.XSHG', '601600.XSHG', '002673.XSHE', '000001.XSHE', '601899.XSHG', '000738.XSHE', '600085.XSHG', '600029.XSHG', '000060.XSHE', '600153.XSHG', '601808.XSHG', '300059.XSHE', '600068.XSHG', '601333.XSHG', '600873.XSHG', '601179.XSHG', '000826.XSHE', '600089.XSHG', '600050.XSHG', '601018.XSHG', '600018.XSHG', '601618.XSHG', '601668.XSHG', '600221.XSHG', '600150.XSHG', '600583.XSHG', '600893.XSHG', '601919.XSHG', '601727.XSHG', '601186.XSHG', '601989.XSHG', '601800.XSHG', '601106.XSHG', '601866.XSHG', '600157.XSHG', '601390.XSHG', '600958.XSHG', '601766.XSHG']
2015-05-06 00:00:00 ['600048.XSHG', '000825.XSHE', '002450.XSHE', '600028.XSHG', '600271.XSHG', '000009.XSHE', '601991.XSHG', '000651.XSHE', '600519.XSHG', '600839.XSHG', '600642.XSHG', '002007.XSHE', '601021.XSHG', '600252.XSHG', '002292.XSHE', '600150.XSHG', '002500.XSHE', '000063.XSHE', '002129.XSHE', '601117.XSHG', '600018.XSHG', '601600.XSHG', '601333.XSHG', '000539.XSHE', '600637.XSHG', '601808.XSHG', '601179.XSHG', '600019.XSHG', '600221.XSHG', '600068.XSHG', '000826.XSHE', '600863.XSHG', '000738.XSHE', '600027.XSHG', '600893.XSHG', '600005.XSHG', '600011.XSHG', '601186.XSHG', '002673.XSHE', '300002.XSHE', '601018.XSHG', '601727.XSHG', '601668.XSHG', '300104.XSHE', '600050.XSHG', '600118.XSHG', '600795.XSHG', '601989.XSHG', '601669.XSHG', '600688.XSHG', '600157.XSHG', '601390.XSHG', '601766.XSHG', '601618.XSHG', '601866.XSHG', '601919.XSHG', '601106.XSHG', '300059.XSHE']
2015-05-20 00:00:00 ['601600.XSHG', '000738.XSHE', '600637.XSHG', '600485.XSHG', '600316.XSHG', '601098.XSHG', '600827.XSHG', '600795.XSHG', '600111.XSHG', '600998.XSHG', '600893.XSHG', '002230.XSHE', '000559.XSHE', '601618.XSHG', '300027.XSHE', '600252.XSHG', '600663.XSHG', '002310.XSHE', '002038.XSHE', '002236.XSHE', '002465.XSHE', '300133.XSHE', '002415.XSHE', '600688.XSHG', '000156.XSHE', '002410.XSHE', '600100.XSHG', '300070.XSHE', '601258.XSHG', '000793.XSHE', '600588.XSHG', '002500.XSHE', '601727.XSHG', '600038.XSHG', '002007.XSHE', '601669.XSHG', '000061.XSHE', '601021.XSHG', '000503.XSHE', '601216.XSHG', '600060.XSHG', '600373.XSHG', '002450.XSHE', '000917.XSHE', '300024.XSHE', '002153.XSHE', '300124.XSHE', '600867.XSHG', '600804.XSHG', '002456.XSHE', '002024.XSHE', '002129.XSHE', '600271.XSHG', '601106.XSHG', '600118.XSHG', '000883.XSHE', '300059.XSHE', '300104.XSHE']
2015-06-03 00:00:00 ['300027.XSHE', '000061.XSHE', '002570.XSHE', '600166.XSHG', '002399.XSHE', '000878.XSHE', '000826.XSHE', '002450.XSHE', '600085.XSHG', '002065.XSHE', '600157.XSHG', '002008.XSHE', '601727.XSHG', '600153.XSHG', '300003.XSHE', '600060.XSHG', '601258.XSHG', '002001.XSHE', '600642.XSHG', '600893.XSHG', '300015.XSHE', '300124.XSHE', '601216.XSHG', '601933.XSHG', '002470.XSHE', '600783.XSHG', '000060.XSHE', '000738.XSHE', '300058.XSHE', '600118.XSHG', '002415.XSHE', '000768.XSHE', '000839.XSHE', '002410.XSHE', '600170.XSHG', '601106.XSHG', '002653.XSHE', '300251.XSHE', '600485.XSHG', '002375.XSHE', '000559.XSHE', '600038.XSHG', '600100.XSHG', '002465.XSHE', '601018.XSHG', '000027.XSHE', '002456.XSHE', '600271.XSHG', '002153.XSHE', '000503.XSHE', '300133.XSHE', '600373.XSHG', '600023.XSHG', '600663.XSHG', '300024.XSHE', '600588.XSHG', '000883.XSHE']
2015-06-17 00:00:00 ['601106.XSHG', '300017.XSHE', '000538.XSHE', '600008.XSHG', '000792.XSHE', '002422.XSHE', '600256.XSHG', '000858.XSHE', '000970.XSHE', '600221.XSHG', '000999.XSHE', '000157.XSHE', '000839.XSHE', '600188.XSHG', '300251.XSHE', '300003.XSHE', '601929.XSHG', '002653.XSHE', '000983.XSHE', '600100.XSHG', '600415.XSHG', '600518.XSHG', '300015.XSHE', '000768.XSHE', '600873.XSHG', '000629.XSHE', '600085.XSHG', '000060.XSHE', '601969.XSHG', '600642.XSHG', '002001.XSHE', '000937.XSHE', '300027.XSHE', '002008.XSHE', '600863.XSHG', '002570.XSHE', '601333.XSHG', '601018.XSHG', '600663.XSHG', '002146.XSHE', '600597.XSHG', '600153.XSHG', '000069.XSHE', '601933.XSHG', '600703.XSHG', '601328.XSHG', '601888.XSHG', '000027.XSHE', '600029.XSHG', '600166.XSHG', '601898.XSHG', '600157.XSHG', '601258.XSHG', '600023.XSHG', '600115.XSHG', '000559.XSHE', '600839.XSHG']
```
- Python 量化交易教程
- 第一部分 新手入門
- 一 量化投資視頻學習課程
- 二 Python 手把手教學
- 量化分析師的Python日記【第1天:誰來給我講講Python?】
- 量化分析師的Python日記【第2天:再接著介紹一下Python唄】
- 量化分析師的Python日記【第3天:一大波金融Library來襲之numpy篇】
- 量化分析師的Python日記【第4天:一大波金融Library來襲之scipy篇】
- 量化分析師的Python日記【第5天:數據處理的瑞士軍刀pandas】
- 量化分析師的Python日記【第6天:數據處理的瑞士軍刀pandas下篇
- 量化分析師的Python日記【第7天:Q Quant 之初出江湖】
- 量化分析師的Python日記【第8天 Q Quant兵器譜之函數插值】
- 量化分析師的Python日記【第9天 Q Quant兵器譜之二叉樹】
- 量化分析師的Python日記【第10天 Q Quant兵器譜 -之偏微分方程1】
- 量化分析師的Python日記【第11天 Q Quant兵器譜之偏微分方程2】
- 量化分析師的Python日記【第12天:量化入門進階之葵花寶典:因子如何產生和回測】
- 量化分析師的Python日記【第13天 Q Quant兵器譜之偏微分方程3】
- 量化分析師的Python日記【第14天:如何在優礦上做Alpha對沖模型】
- 量化分析師的Python日記【第15天:如何在優礦上搞一個wealthfront出來】
- 第二部分 股票量化相關
- 一 基本面分析
- 1.1 alpha 多因子模型
- 破解Alpha對沖策略——觀《量化分析師Python日記第14天》有感
- 熔斷不要怕, alpha model 為你保駕護航!
- 尋找 alpha 之: alpha 設計
- 1.2 基本面因子選股
- Porfolio(現金比率+負債現金+現金保障倍數)+市盈率
- ROE選股指標
- 成交量因子
- ROIC&cashROIC
- 【國信金工】資產周轉率選股模型
- 【基本面指標】Cash Cow
- 量化因子選股——凈利潤/營業總收入
- 營業收入增長率+市盈率
- 1.3 財報閱讀 ? [米缸量化讀財報] 資產負債表-投資相關資產
- 1.4 股東分析
- 技術分析入門 【2】 —— 大家搶籌碼(06年至12年版)
- 技術分析入門 【2】 —— 大家搶籌碼(06年至12年版)— 更新版
- 誰是中國A股最有錢的自然人
- 1.5 宏觀研究
- 【干貨包郵】手把手教你做宏觀擇時
- 宏觀研究:從估值角度看當前市場
- 追尋“國家隊”的足跡
- 二 套利
- 2.1 配對交易
- HS300ETF套利(上)
- 【統計套利】配對交易
- 相似公司股票搬磚
- Paired trading
- 2.2 期現套利 ? 通過股指期貨的期現差與 ETF 對沖套利
- 三 事件驅動
- 3.1 盈利預增
- 盈利預增事件
- 事件驅動策略示例——盈利預增
- 3.2 分析師推薦 ? 分析師的金手指?
- 3.3 牛熊轉換
- 歷史總是相似 牛市還在延續
- 歷史總是相似 牛市已經見頂?
- 3.4 熔斷機制 ? 股海拾貝之 [熔斷錯殺股]
- 3.5 暴漲暴跌 ? [實盤感悟] 遇上暴跌我該怎么做?
- 3.6 兼并重組、舉牌收購 ? 寶萬戰-大戲開幕
- 四 技術分析
- 4.1 布林帶
- 布林帶交易策略
- 布林帶回調系統-日內
- Conservative Bollinger Bands
- Even More Conservative Bollinger Bands
- Simple Bollinger Bands
- 4.2 均線系統
- 技術分析入門 —— 雙均線策略
- 5日線10日線交易策略
- 用5日均線和10日均線進行判斷 --- 改進版
- macross
- 4.3 MACD
- Simple MACD
- MACD quantization trade
- MACD平滑異同移動平均線方法
- 4.4 阿隆指標 ? 技術指標阿隆( Aroon )全解析
- 4.5 CCI ? CCI 順勢指標探索
- 4.6 RSI
- 重寫 rsi
- RSI指標策略
- 4.7 DMI ? DMI 指標體系的構建及簡單應用
- 4.8 EMV ? EMV 技術指標的構建及應用
- 4.9 KDJ ? KDJ 策略
- 4.10 CMO
- CMO 策略模仿練習 1
- CMO策略模仿練習2
- [技術指標] CMO
- 4.11 FPC ? FPC 指標選股
- 4.12 Chaikin Volatility
- 嘉慶離散指標測試
- 4.13 委比 ? 實時計算委比
- 4.14 封單量
- 按照封單跟流通股本比例排序,剔除6月上市新股,前50
- 漲停股票封單統計
- 實時計算漲停板股票的封單資金與總流通市值的比例
- 4.15 成交量 ? 決戰之地, IF1507 !
- 4.16 K 線分析 ? 尋找夜空中最亮的星
- 五 量化模型
- 5.1 動量模型
- Momentum策略
- 【小散學量化】-2-動量模型的簡單實踐
- 一個追漲的策略(修正版)
- 動量策略(momentum driven)
- 動量策略(momentum driven)——修正版
- 最經典的Momentum和Contrarian在中國市場的測試
- 最經典的Momentum和Contrarian在中國市場的測試-yanheven改進
- [策略]基于勝率的趨勢交易策略
- 策略探討(更新):價量結合+動量反轉
- 反向動量策略(reverse momentum driven)
- 輕松跑贏大盤 - 主題Momentum策略
- Contrarian strategy
- 5.2 Joseph Piotroski 9 F-Score Value Investing Model · 基本面選股系統:Piotroski F-Score ranking system
- 5.3 SVR · 使用SVR預測股票開盤價 v1.0
- 5.4 決策樹、隨機樹
- 決策樹模型(固定模型)
- 基于Random Forest的決策策略
- 5.5 鐘擺理論 · 鐘擺理論的簡單實現——完美躲過股災和精準抄底
- 5.6 海龜模型
- simple turtle
- 俠之大者 一起賺錢
- 5.7 5217 策略 · 白龍馬的新手策略
- 5.8 SMIA · 基于歷史狀態空間相似性匹配的行業配置 SMIA 模型—取交集
- 5.9 神經網絡
- 神經網絡交易的訓練部分
- 通過神經網絡進行交易
- 5.10 PAMR · PAMR : 基于均值反轉的投資組合選擇策略 - 修改版
- 5.11 Fisher Transform · Using Fisher Transform Indicator
- 5.12 分型假說, Hurst 指數 · 分形市場假說,一個聽起來很美的假說
- 5.13 變點理論 · 變點策略初步
- 5.14 Z-score Model
- Zscore Model Tutorial
- 信用債風險模型初探之:Z-Score Model
- user-defined package
- 5.15 機器學習 · Machine Learning 學習筆記(一) by OTreeWEN
- 5.16 DualTrust 策略和布林強盜策略
- 5.17 卡爾曼濾波
- 5.18 LPPL anti-bubble model
- 今天大盤熔斷大跌,后市如何—— based on LPPL anti-bubble model
- 破解股市泡沫之謎——對數周期冪率(LPPL)模型
- 六 大數據模型
- 6.1 市場情緒分析
- 通聯情緒指標策略
- 互聯網+量化投資 大數據指數手把手
- 6.2 新聞熱點
- 如何使用優礦之“新聞熱點”?
- 技術分析【3】—— 眾星拱月,眾口鑠金?
- 七 排名選股系統
- 7.1 小市值投資法
- 學習筆記:可模擬(小市值+便宜 的修改版)
- 市值最小300指數
- 流通市值最小股票(新篩選器版)
- 持有市值最小的10只股票
- 10% smallest cap stock
- 7.2 羊駝策略
- 羊駝策略
- 羊駝反轉策略(修改版)
- 羊駝反轉策略
- 我的羊駝策略,選5只股無腦輪替
- 7.3 低價策略
- 專撿便宜貨(新版quartz)
- 策略原理
- 便宜就是 alpha
- 八 輪動模型
- 8.1 大小盤輪動 · 新手上路 -- 二八ETF擇時輪動策略2.0
- 8.2 季節性策略
- Halloween Cycle
- Halloween cycle 2
- 夏買電,東買煤?
- 歷史的十一月板塊漲幅
- 8.3 行業輪動
- 銀行股輪動
- 申萬二級行業在最近1年、3個月、5個交易日的漲幅統計
- 8.4 主題輪動
- 快速研究主題神器
- recommendation based on subject
- strategy7: recommendation based on theme
- 板塊異動類
- 風險因子(離散類)
- 8.5 龍頭輪動
- Competitive Securities
- Market Competitiveness
- 主題龍頭類
- 九 組合投資
- 9.1 指數跟蹤 · [策略] 指數跟蹤低成本建倉策略
- 9.2 GMVP · Global Minimum Variance Portfolio (GMVP)
- 9.3 凸優化 · 如何在 Python 中利用 CVXOPT 求解二次規劃問題
- 十 波動率
- 10.1 波動率選股 · 風平浪靜 風起豬飛
- 10.2 波動率擇時
- 基于 VIX 指數的擇時策略
- 簡單低波動率指數
- 10.3 Arch/Garch 模型 · 如何使用優礦進行 GARCH 模型分析
- 十一 算法交易
- 11.1 VWAP · Value-Weighted Average Price (VWAP)
- 十二 中高頻交易
- 12.1 order book 分析 · 基于高頻 limit order book 數據的短程價格方向預測—— via multi-class SVM
- 12.2 日內交易 · 大盤日內走勢 (for 擇時)
- 十三 Alternative Strategy
- 13.1 易經、傳統文化 · 老黃歷診股
- 第三部分 基金、利率互換、固定收益類
- 一 分級基金
- “優礦”集思錄——分級基金專題
- 基于期權定價的分級基金交易策略
- 基于期權定價的興全合潤基金交易策略
- 二 基金分析
- Alpha 基金“黑天鵝事件” -- 思考以及原因
- 三 債券
- 債券報價中的小陷阱
- 四 利率互換
- Swap Curve Construction
- 中國 Repo 7D 互換的例子
- 第四部分 衍生品相關
- 一 期權數據
- 如何獲取期權市場數據快照
- 期權高頻數據準備
- 二 期權系列
- [ 50ETF 期權] 1. 歷史成交持倉和 PCR 數據
- 【50ETF期權】 2. 歷史波動率
- 【50ETF期權】 3. 中國波指 iVIX
- 【50ETF期權】 4. Greeks 和隱含波動率微笑
- 【50ETF期權】 5. 日內即時監控 Greeks 和隱含波動率微笑
- 【50ETF期權】 5. 日內即時監控 Greeks 和隱含波動率微笑
- 三 期權分析
- 【50ETF期權】 期權擇時指數 1.0
- 每日期權風險數據整理
- 期權頭寸計算
- 期權探秘1
- 期權探秘2
- 期權市場一周縱覽
- 基于期權PCR指數的擇時策略
- 期權每日成交額PC比例計算
- 四 期貨分析
- 【前方高能!】Gifts from Santa Claus——股指期貨趨勢交易研究