量化因子选股——净利润/营业总收入

来源:https://uqer.io/community/share/548aac7af9f06c31c3950caf

量化因子选股:净利润与营业总收入之比

策略实现

按季度调仓,若某股票对应因子值在均值以上,则买入,反之卖出。

  1. from CAL.PyCAL import *
  2. from numpy import *
  3. start = datetime(2009, 12, 1)
  4. end = datetime(2014, 12, 1)
  5. benchmark = 'HS300'
  6. universe = set_universe('SH180')
  7. capital_base = 1e6
  8. refresh_rate = 60
  9. tickers = universe[:]
  10. for i in range(len(universe)):
  11. tickers[i] = universe[i][0:6]
  12. def initialize(account):
  13. pass
  14. def handle_data(account, data):
  15. today = account.current_date
  16. today_str = today.strftime("%Y%m%d")
  17. print today_str
  18. factor = DataAPI.MktStockFactorsOneDayGet(stockID=tickers, date=today_str, field='NPToTOR', pandas='1')
  19. if(len(factor) == 0):
  20. return
  21. factor = factor.dropna()
  22. cutoff = np.mean(factor['NPToTOR'])
  23. for stock in universe:
  24. stk = stock[0:6]
  25. try:
  26. val = factor[factor.ticker == stk]['NPToTOR'].iloc[0]
  27. except:
  28. return
  29. if val > cutoff:
  30. order(stock, 100)
  31. else:
  32. order_to(stock, 0)

量化因子选股——净利润/营业总收入 - 图1

  1. 20100303
  2. /market/getStockFactorsOneDay.csv?stockID=600000,600008,600009,600010,600011,600015,600016,600018,600019,600027,600028,600029,600030,600031,600036,600048,600050,600058,600060,600064,600066,600067,600085,600089,600094,600100,600104,600108,600109,600111,600118,600123,600141,600143,600150,600157,600158,600160,600162,600166,600170,600177,600188,600196,600199,600208,600216,600221,600239,600240,600252,600256,600259,600266,600267,600271,600276,600300,600309,600315,600316,600325,600332,600340,600348,600352,600362,600366,600369,600372,600376,600383,600395,600406,600415,600418,600489,600497,600498,600503,600516,600518,600519,600535,600546,600547,600549,600583,600585,600588,600597,600598,600600,600633,600637,600639,600643,600649,600663,600674,600675,600684,600690,600702,600703,600705,600736,600739,600741,600747,600748,600759,600765,600770,600773,600795,600804,600809,600816,600823,600832,600837,600875,600880,600886,600887,600893,600895,600900,600970,600999,601006,601009,601088,601099,601111,601117,601118,601166,601168,601169,601186,601216,601288,601299,601318,601328,601336,601377,601390,601398,601555,601588,601600,601601,601607,601628,601633,601668,601669,601688,601699,601717,601766,601800,601808,601818,601857,601888,601899,601901,601928,601939,601958,601988,601989,601992,601998,603000,603993&date=20100303&field=NPToTOR
  3. 20100528
  4. /market/getStockFactorsOneDay.csv?stockID=600000,600008,600009,600010,600011,600015,600016,600018,600019,600027,600028,600029,600030,600031,600036,600048,600050,600058,600060,600064,600066,600067,600085,600089,600094,600100,600104,600108,600109,600111,600118,600123,600141,600143,600150,600157,600158,600160,600162,600166,600170,600177,600188,600196,600199,600208,600216,600221,600239,600240,600252,600256,600259,600266,600267,600271,600276,600300,600309,600315,600316,600325,600332,600340,600348,600352,600362,600366,600369,600372,600376,600383,600395,600406,600415,600418,600489,600497,600498,600503,600516,600518,600519,600535,600546,600547,600549,600583,600585,600588,600597,600598,600600,600633,600637,600639,600643,600649,600663,600674,600675,600684,600690,600702,600703,600705,600736,600739,600741,600747,600748,600759,600765,600770,600773,600795,600804,600809,600816,600823,600832,600837,600875,600880,600886,600887,600893,600895,600900,600970,600999,601006,601009,601088,601099,601111,601117,601118,601166,601168,601169,601186,601216,601288,601299,601318,601328,601336,601377,601390,601398,601555,601588,601600,601601,601607,601628,601633,601668,601669,601688,601699,601717,601766,601800,601808,601818,601857,601888,601899,601901,601928,601939,601958,601988,601989,601992,601998,603000,603993&date=20100528&field=NPToTOR
  5. 20100825
  6. /market/getStockFactorsOneDay.csv?stockID=600000,600008,600009,600010,600011,600015,600016,600018,600019,600027,600028,600029,600030,600031,600036,600048,600050,600058,600060,600064,600066,600067,600085,600089,600094,600100,600104,600108,600109,600111,600118,600123,600141,600143,600150,600157,600158,600160,600162,600166,600170,600177,600188,600196,600199,600208,600216,600221,600239,600240,600252,600256,600259,600266,600267,600271,600276,600300,600309,600315,600316,600325,600332,600340,600348,600352,600362,600366,600369,600372,600376,600383,600395,600406,600415,600418,600489,600497,600498,600503,600516,600518,600519,600535,600546,600547,600549,600583,600585,600588,600597,600598,600600,600633,600637,600639,600643,600649,600663,600674,600675,600684,600690,600702,600703,600705,600736,600739,600741,600747,600748,600759,600765,600770,600773,600795,600804,600809,600816,600823,600832,600837,600875,600880,600886,600887,600893,600895,600900,600970,600999,601006,601009,601088,601099,601111,601117,601118,601166,601168,601169,601186,601216,601288,601299,601318,601328,601336,601377,601390,601398,601555,601588,601600,601601,601607,601628,601633,601668,601669,601688,601699,601717,601766,601800,601808,601818,601857,601888,601899,601901,601928,601939,601958,601988,601989,601992,601998,603000,603993&date=20100825&field=NPToTOR
  7. 20101129
  8. /market/getStockFactorsOneDay.csv?stockID=600000,600008,600009,600010,600011,600015,600016,600018,600019,600027,600028,600029,600030,600031,600036,600048,600050,600058,600060,600064,600066,600067,600085,600089,600094,600100,600104,600108,600109,600111,600118,600123,600141,600143,600150,600157,600158,600160,600162,600166,600170,600177,600188,600196,600199,600208,600216,600221,600239,600240,600252,600256,600259,600266,600267,600271,600276,600300,600309,600315,600316,600325,600332,600340,600348,600352,600362,600366,600369,600372,600376,600383,600395,600406,600415,600418,600489,600497,600498,600503,600516,600518,600519,600535,600546,600547,600549,600583,600585,600588,600597,600598,600600,600633,600637,600639,600643,600649,600663,600674,600675,600684,600690,600702,600703,600705,600736,600739,600741,600747,600748,600759,600765,600770,600773,600795,600804,600809,600816,600823,600832,600837,600875,600880,600886,600887,600893,600895,600900,600970,600999,601006,601009,601088,601099,601111,601117,601118,601166,601168,601169,601186,601216,601288,601299,601318,601328,601336,601377,601390,601398,601555,601588,601600,601601,601607,601628,601633,601668,601669,601688,601699,601717,601766,601800,601808,601818,601857,601888,601899,601901,601928,601939,601958,601988,601989,601992,601998,603000,603993&date=20101129&field=NPToTOR
  9. 20110301
  10. /market/getStockFactorsOneDay.csv?stockID=600000,600008,600009,600010,600011,600015,600016,600018,600019,600027,600028,600029,600030,600031,600036,600048,600050,600058,600060,600064,600066,600067,600085,600089,600094,600100,600104,600108,600109,600111,600118,600123,600141,600143,600150,600157,600158,600160,600162,600166,600170,600177,600188,600196,600199,600208,600216,600221,600239,600240,600252,600256,600259,600266,600267,600271,600276,600300,600309,600315,600316,600325,600332,600340,600348,600352,600362,600366,600369,600372,600376,600383,600395,600406,600415,600418,600489,600497,600498,600503,600516,600518,600519,600535,600546,600547,600549,600583,600585,600588,600597,600598,600600,600633,600637,600639,600643,600649,600663,600674,600675,600684,600690,600702,600703,600705,600736,600739,600741,600747,600748,600759,600765,600770,600773,600795,600804,600809,600816,600823,600832,600837,600875,600880,600886,600887,600893,600895,600900,600970,600999,601006,601009,601088,601099,601111,601117,601118,601166,601168,601169,601186,601216,601288,601299,601318,601328,601336,601377,601390,601398,601555,601588,601600,601601,601607,601628,601633,601668,601669,601688,601699,601717,601766,601800,601808,601818,601857,601888,601899,601901,601928,601939,601958,601988,601989,601992,601998,603000,603993&date=20110301&field=NPToTOR
  11. 20110527
  12. /market/getStockFactorsOneDay.csv?stockID=600000,600008,600009,600010,600011,600015,600016,600018,600019,600027,600028,600029,600030,600031,600036,600048,600050,600058,600060,600064,600066,600067,600085,600089,600094,600100,600104,600108,600109,600111,600118,600123,600141,600143,600150,600157,600158,600160,600162,600166,600170,600177,600188,600196,600199,600208,600216,600221,600239,600240,600252,600256,600259,600266,600267,600271,600276,600300,600309,600315,600316,600325,600332,600340,600348,600352,600362,600366,600369,600372,600376,600383,600395,600406,600415,600418,600489,600497,600498,600503,600516,600518,600519,600535,600546,600547,600549,600583,600585,600588,600597,600598,600600,600633,600637,600639,600643,600649,600663,600674,600675,600684,600690,600702,600703,600705,600736,600739,600741,600747,600748,600759,600765,600770,600773,600795,600804,600809,600816,600823,600832,600837,600875,600880,600886,600887,600893,600895,600900,600970,600999,601006,601009,601088,601099,601111,601117,601118,601166,601168,601169,601186,601216,601288,601299,601318,601328,601336,601377,601390,601398,601555,601588,601600,601601,601607,601628,601633,601668,601669,601688,601699,601717,601766,601800,601808,601818,601857,601888,601899,601901,601928,601939,601958,601988,601989,601992,601998,603000,603993&date=20110527&field=NPToTOR
  13. 20110822
  14. /market/getStockFactorsOneDay.csv?stockID=600000,600008,600009,600010,600011,600015,600016,600018,600019,600027,600028,600029,600030,600031,600036,600048,600050,600058,600060,600064,600066,600067,600085,600089,600094,600100,600104,600108,600109,600111,600118,600123,600141,600143,600150,600157,600158,600160,600162,600166,600170,600177,600188,600196,600199,600208,600216,600221,600239,600240,600252,600256,600259,600266,600267,600271,600276,600300,600309,600315,600316,600325,600332,600340,600348,600352,600362,600366,600369,600372,600376,600383,600395,600406,600415,600418,600489,600497,600498,600503,600516,600518,600519,600535,600546,600547,600549,600583,600585,600588,600597,600598,600600,600633,600637,600639,600643,600649,600663,600674,600675,600684,600690,600702,600703,600705,600736,600739,600741,600747,600748,600759,600765,600770,600773,600795,600804,600809,600816,600823,600832,600837,600875,600880,600886,600887,600893,600895,600900,600970,600999,601006,601009,601088,601099,601111,601117,601118,601166,601168,601169,601186,601216,601288,601299,601318,601328,601336,601377,601390,601398,601555,601588,601600,601601,601607,601628,601633,601668,601669,601688,601699,601717,601766,601800,601808,601818,601857,601888,601899,601901,601928,601939,601958,601988,601989,601992,601998,603000,603993&date=20110822&field=NPToTOR
  15. 20111122
  16. /market/getStockFactorsOneDay.csv?stockID=600000,600008,600009,600010,600011,600015,600016,600018,600019,600027,600028,600029,600030,600031,600036,600048,600050,600058,600060,600064,600066,600067,600085,600089,600094,600100,600104,600108,600109,600111,600118,600123,600141,600143,600150,600157,600158,600160,600162,600166,600170,600177,600188,600196,600199,600208,600216,600221,600239,600240,600252,600256,600259,600266,600267,600271,600276,600300,600309,600315,600316,600325,600332,600340,600348,600352,600362,600366,600369,600372,600376,600383,600395,600406,600415,600418,600489,600497,600498,600503,600516,600518,600519,600535,600546,600547,600549,600583,600585,600588,600597,600598,600600,600633,600637,600639,600643,600649,600663,600674,600675,600684,600690,600702,600703,600705,600736,600739,600741,600747,600748,600759,600765,600770,600773,600795,600804,600809,600816,600823,600832,600837,600875,600880,600886,600887,600893,600895,600900,600970,600999,601006,601009,601088,601099,601111,601117,601118,601166,601168,601169,601186,601216,601288,601299,601318,601328,601336,601377,601390,601398,601555,601588,601600,601601,601607,601628,601633,601668,601669,601688,601699,601717,601766,601800,601808,601818,601857,601888,601899,601901,601928,601939,601958,601988,601989,601992,601998,603000,603993&date=20111122&field=NPToTOR
  17. 20120223
  18. /market/getStockFactorsOneDay.csv?stockID=600000,600008,600009,600010,600011,600015,600016,600018,600019,600027,600028,600029,600030,600031,600036,600048,600050,600058,600060,600064,600066,600067,600085,600089,600094,600100,600104,600108,600109,600111,600118,600123,600141,600143,600150,600157,600158,600160,600162,600166,600170,600177,600188,600196,600199,600208,600216,600221,600239,600240,600252,600256,600259,600266,600267,600271,600276,600300,600309,600315,600316,600325,600332,600340,600348,600352,600362,600366,600369,600372,600376,600383,600395,600406,600415,600418,600489,600497,600498,600503,600516,600518,600519,600535,600546,600547,600549,600583,600585,600588,600597,600598,600600,600633,600637,600639,600643,600649,600663,600674,600675,600684,600690,600702,600703,600705,600736,600739,600741,600747,600748,600759,600765,600770,600773,600795,600804,600809,600816,600823,600832,600837,600875,600880,600886,600887,600893,600895,600900,600970,600999,601006,601009,601088,601099,601111,601117,601118,601166,601168,601169,601186,601216,601288,601299,601318,601328,601336,601377,601390,601398,601555,601588,601600,601601,601607,601628,601633,601668,601669,601688,601699,601717,601766,601800,601808,601818,601857,601888,601899,601901,601928,601939,601958,601988,601989,601992,601998,603000,603993&date=20120223&field=NPToTOR
  19. 20120524
  20. /market/getStockFactorsOneDay.csv?stockID=600000,600008,600009,600010,600011,600015,600016,600018,600019,600027,600028,600029,600030,600031,600036,600048,600050,600058,600060,600064,600066,600067,600085,600089,600094,600100,600104,600108,600109,600111,600118,600123,600141,600143,600150,600157,600158,600160,600162,600166,600170,600177,600188,600196,600199,600208,600216,600221,600239,600240,600252,600256,600259,600266,600267,600271,600276,600300,600309,600315,600316,600325,600332,600340,600348,600352,600362,600366,600369,600372,600376,600383,600395,600406,600415,600418,600489,600497,600498,600503,600516,600518,600519,600535,600546,600547,600549,600583,600585,600588,600597,600598,600600,600633,600637,600639,600643,600649,600663,600674,600675,600684,600690,600702,600703,600705,600736,600739,600741,600747,600748,600759,600765,600770,600773,600795,600804,600809,600816,600823,600832,600837,600875,600880,600886,600887,600893,600895,600900,600970,600999,601006,601009,601088,601099,601111,601117,601118,601166,601168,601169,601186,601216,601288,601299,601318,601328,601336,601377,601390,601398,601555,601588,601600,601601,601607,601628,601633,601668,601669,601688,601699,601717,601766,601800,601808,601818,601857,601888,601899,601901,601928,601939,601958,601988,601989,601992,601998,603000,603993&date=20120524&field=NPToTOR
  21. 20120817
  22. /market/getStockFactorsOneDay.csv?stockID=600000,600008,600009,600010,600011,600015,600016,600018,600019,600027,600028,600029,600030,600031,600036,600048,600050,600058,600060,600064,600066,600067,600085,600089,600094,600100,600104,600108,600109,600111,600118,600123,600141,600143,600150,600157,600158,600160,600162,600166,600170,600177,600188,600196,600199,600208,600216,600221,600239,600240,600252,600256,600259,600266,600267,600271,600276,600300,600309,600315,600316,600325,600332,600340,600348,600352,600362,600366,600369,600372,600376,600383,600395,600406,600415,600418,600489,600497,600498,600503,600516,600518,600519,600535,600546,600547,600549,600583,600585,600588,600597,600598,600600,600633,600637,600639,600643,600649,600663,600674,600675,600684,600690,600702,600703,600705,600736,600739,600741,600747,600748,600759,600765,600770,600773,600795,600804,600809,600816,600823,600832,600837,600875,600880,600886,600887,600893,600895,600900,600970,600999,601006,601009,601088,601099,601111,601117,601118,601166,601168,601169,601186,601216,601288,601299,601318,601328,601336,601377,601390,601398,601555,601588,601600,601601,601607,601628,601633,601668,601669,601688,601699,601717,601766,601800,601808,601818,601857,601888,601899,601901,601928,601939,601958,601988,601989,601992,601998,603000,603993&date=20120817&field=NPToTOR
  23. 20121116
  24. /market/getStockFactorsOneDay.csv?stockID=600000,600008,600009,600010,600011,600015,600016,600018,600019,600027,600028,600029,600030,600031,600036,600048,600050,600058,600060,600064,600066,600067,600085,600089,600094,600100,600104,600108,600109,600111,600118,600123,600141,600143,600150,600157,600158,600160,600162,600166,600170,600177,600188,600196,600199,600208,600216,600221,600239,600240,600252,600256,600259,600266,600267,600271,600276,600300,600309,600315,600316,600325,600332,600340,600348,600352,600362,600366,600369,600372,600376,600383,600395,600406,600415,600418,600489,600497,600498,600503,600516,600518,600519,600535,600546,600547,600549,600583,600585,600588,600597,600598,600600,600633,600637,600639,600643,600649,600663,600674,600675,600684,600690,600702,600703,600705,600736,600739,600741,600747,600748,600759,600765,600770,600773,600795,600804,600809,600816,600823,600832,600837,600875,600880,600886,600887,600893,600895,600900,600970,600999,601006,601009,601088,601099,601111,601117,601118,601166,601168,601169,601186,601216,601288,601299,601318,601328,601336,601377,601390,601398,601555,601588,601600,601601,601607,601628,601633,601668,601669,601688,601699,601717,601766,601800,601808,601818,601857,601888,601899,601901,601928,601939,601958,601988,601989,601992,601998,603000,603993&date=20121116&field=NPToTOR
  25. 20130220
  26. /market/getStockFactorsOneDay.csv?stockID=600000,600008,600009,600010,600011,600015,600016,600018,600019,600027,600028,600029,600030,600031,600036,600048,600050,600058,600060,600064,600066,600067,600085,600089,600094,600100,600104,600108,600109,600111,600118,600123,600141,600143,600150,600157,600158,600160,600162,600166,600170,600177,600188,600196,600199,600208,600216,600221,600239,600240,600252,600256,600259,600266,600267,600271,600276,600300,600309,600315,600316,600325,600332,600340,600348,600352,600362,600366,600369,600372,600376,600383,600395,600406,600415,600418,600489,600497,600498,600503,600516,600518,600519,600535,600546,600547,600549,600583,600585,600588,600597,600598,600600,600633,600637,600639,600643,600649,600663,600674,600675,600684,600690,600702,600703,600705,600736,600739,600741,600747,600748,600759,600765,600770,600773,600795,600804,600809,600816,600823,600832,600837,600875,600880,600886,600887,600893,600895,600900,600970,600999,601006,601009,601088,601099,601111,601117,601118,601166,601168,601169,601186,601216,601288,601299,601318,601328,601336,601377,601390,601398,601555,601588,601600,601601,601607,601628,601633,601668,601669,601688,601699,601717,601766,601800,601808,601818,601857,601888,601899,601901,601928,601939,601958,601988,601989,601992,601998,603000,603993&date=20130220&field=NPToTOR
  27. 20130522
  28. /market/getStockFactorsOneDay.csv?stockID=600000,600008,600009,600010,600011,600015,600016,600018,600019,600027,600028,600029,600030,600031,600036,600048,600050,600058,600060,600064,600066,600067,600085,600089,600094,600100,600104,600108,600109,600111,600118,600123,600141,600143,600150,600157,600158,600160,600162,600166,600170,600177,600188,600196,600199,600208,600216,600221,600239,600240,600252,600256,600259,600266,600267,600271,600276,600300,600309,600315,600316,600325,600332,600340,600348,600352,600362,600366,600369,600372,600376,600383,600395,600406,600415,600418,600489,600497,600498,600503,600516,600518,600519,600535,600546,600547,600549,600583,600585,600588,600597,600598,600600,600633,600637,600639,600643,600649,600663,600674,600675,600684,600690,600702,600703,600705,600736,600739,600741,600747,600748,600759,600765,600770,600773,600795,600804,600809,600816,600823,600832,600837,600875,600880,600886,600887,600893,600895,600900,600970,600999,601006,601009,601088,601099,601111,601117,601118,601166,601168,601169,601186,601216,601288,601299,601318,601328,601336,601377,601390,601398,601555,601588,601600,601601,601607,601628,601633,601668,601669,601688,601699,601717,601766,601800,601808,601818,601857,601888,601899,601901,601928,601939,601958,601988,601989,601992,601998,603000,603993&date=20130522&field=NPToTOR
  29. 20130819
  30. /market/getStockFactorsOneDay.csv?stockID=600000,600008,600009,600010,600011,600015,600016,600018,600019,600027,600028,600029,600030,600031,600036,600048,600050,600058,600060,600064,600066,600067,600085,600089,600094,600100,600104,600108,600109,600111,600118,600123,600141,600143,600150,600157,600158,600160,600162,600166,600170,600177,600188,600196,600199,600208,600216,600221,600239,600240,600252,600256,600259,600266,600267,600271,600276,600300,600309,600315,600316,600325,600332,600340,600348,600352,600362,600366,600369,600372,600376,600383,600395,600406,600415,600418,600489,600497,600498,600503,600516,600518,600519,600535,600546,600547,600549,600583,600585,600588,600597,600598,600600,600633,600637,600639,600643,600649,600663,600674,600675,600684,600690,600702,600703,600705,600736,600739,600741,600747,600748,600759,600765,600770,600773,600795,600804,600809,600816,600823,600832,600837,600875,600880,600886,600887,600893,600895,600900,600970,600999,601006,601009,601088,601099,601111,601117,601118,601166,601168,601169,601186,601216,601288,601299,601318,601328,601336,601377,601390,601398,601555,601588,601600,601601,601607,601628,601633,601668,601669,601688,601699,601717,601766,601800,601808,601818,601857,601888,601899,601901,601928,601939,601958,601988,601989,601992,601998,603000,603993&date=20130819&field=NPToTOR
  31. 20131120
  32. /market/getStockFactorsOneDay.csv?stockID=600000,600008,600009,600010,600011,600015,600016,600018,600019,600027,600028,600029,600030,600031,600036,600048,600050,600058,600060,600064,600066,600067,600085,600089,600094,600100,600104,600108,600109,600111,600118,600123,600141,600143,600150,600157,600158,600160,600162,600166,600170,600177,600188,600196,600199,600208,600216,600221,600239,600240,600252,600256,600259,600266,600267,600271,600276,600300,600309,600315,600316,600325,600332,600340,600348,600352,600362,600366,600369,600372,600376,600383,600395,600406,600415,600418,600489,600497,600498,600503,600516,600518,600519,600535,600546,600547,600549,600583,600585,600588,600597,600598,600600,600633,600637,600639,600643,600649,600663,600674,600675,600684,600690,600702,600703,600705,600736,600739,600741,600747,600748,600759,600765,600770,600773,600795,600804,600809,600816,600823,600832,600837,600875,600880,600886,600887,600893,600895,600900,600970,600999,601006,601009,601088,601099,601111,601117,601118,601166,601168,601169,601186,601216,601288,601299,601318,601328,601336,601377,601390,601398,601555,601588,601600,601601,601607,601628,601633,601668,601669,601688,601699,601717,601766,601800,601808,601818,601857,601888,601899,601901,601928,601939,601958,601988,601989,601992,601998,603000,603993&date=20131120&field=NPToTOR
  33. 20140220
  34. /market/getStockFactorsOneDay.csv?stockID=600000,600008,600009,600010,600011,600015,600016,600018,600019,600027,600028,600029,600030,600031,600036,600048,600050,600058,600060,600064,600066,600067,600085,600089,600094,600100,600104,600108,600109,600111,600118,600123,600141,600143,600150,600157,600158,600160,600162,600166,600170,600177,600188,600196,600199,600208,600216,600221,600239,600240,600252,600256,600259,600266,600267,600271,600276,600300,600309,600315,600316,600325,600332,600340,600348,600352,600362,600366,600369,600372,600376,600383,600395,600406,600415,600418,600489,600497,600498,600503,600516,600518,600519,600535,600546,600547,600549,600583,600585,600588,600597,600598,600600,600633,600637,600639,600643,600649,600663,600674,600675,600684,600690,600702,600703,600705,600736,600739,600741,600747,600748,600759,600765,600770,600773,600795,600804,600809,600816,600823,600832,600837,600875,600880,600886,600887,600893,600895,600900,600970,600999,601006,601009,601088,601099,601111,601117,601118,601166,601168,601169,601186,601216,601288,601299,601318,601328,601336,601377,601390,601398,601555,601588,601600,601601,601607,601628,601633,601668,601669,601688,601699,601717,601766,601800,601808,601818,601857,601888,601899,601901,601928,601939,601958,601988,601989,601992,601998,603000,603993&date=20140220&field=NPToTOR
  35. 20140520
  36. /market/getStockFactorsOneDay.csv?stockID=600000,600008,600009,600010,600011,600015,600016,600018,600019,600027,600028,600029,600030,600031,600036,600048,600050,600058,600060,600064,600066,600067,600085,600089,600094,600100,600104,600108,600109,600111,600118,600123,600141,600143,600150,600157,600158,600160,600162,600166,600170,600177,600188,600196,600199,600208,600216,600221,600239,600240,600252,600256,600259,600266,600267,600271,600276,600300,600309,600315,600316,600325,600332,600340,600348,600352,600362,600366,600369,600372,600376,600383,600395,600406,600415,600418,600489,600497,600498,600503,600516,600518,600519,600535,600546,600547,600549,600583,600585,600588,600597,600598,600600,600633,600637,600639,600643,600649,600663,600674,600675,600684,600690,600702,600703,600705,600736,600739,600741,600747,600748,600759,600765,600770,600773,600795,600804,600809,600816,600823,600832,600837,600875,600880,600886,600887,600893,600895,600900,600970,600999,601006,601009,601088,601099,601111,601117,601118,601166,601168,601169,601186,601216,601288,601299,601318,601328,601336,601377,601390,601398,601555,601588,601600,601601,601607,601628,601633,601668,601669,601688,601699,601717,601766,601800,601808,601818,601857,601888,601899,601901,601928,601939,601958,601988,601989,601992,601998,603000,603993&date=20140520&field=NPToTOR
  37. 20140813
  38. /market/getStockFactorsOneDay.csv?stockID=600000,600008,600009,600010,600011,600015,600016,600018,600019,600027,600028,600029,600030,600031,600036,600048,600050,600058,600060,600064,600066,600067,600085,600089,600094,600100,600104,600108,600109,600111,600118,600123,600141,600143,600150,600157,600158,600160,600162,600166,600170,600177,600188,600196,600199,600208,600216,600221,600239,600240,600252,600256,600259,600266,600267,600271,600276,600300,600309,600315,600316,600325,600332,600340,600348,600352,600362,600366,600369,600372,600376,600383,600395,600406,600415,600418,600489,600497,600498,600503,600516,600518,600519,600535,600546,600547,600549,600583,600585,600588,600597,600598,600600,600633,600637,600639,600643,600649,600663,600674,600675,600684,600690,600702,600703,600705,600736,600739,600741,600747,600748,600759,600765,600770,600773,600795,600804,600809,600816,600823,600832,600837,600875,600880,600886,600887,600893,600895,600900,600970,600999,601006,601009,601088,601099,601111,601117,601118,601166,601168,601169,601186,601216,601288,601299,601318,601328,601336,601377,601390,601398,601555,601588,601600,601601,601607,601628,601633,601668,601669,601688,601699,601717,601766,601800,601808,601818,601857,601888,601899,601901,601928,601939,601958,601988,601989,601992,601998,603000,603993&date=20140813&field=NPToTOR
  39. 20141113
  40. /market/getStockFactorsOneDay.csv?stockID=600000,600008,600009,600010,600011,600015,600016,600018,600019,600027,600028,600029,600030,600031,600036,600048,600050,600058,600060,600064,600066,600067,600085,600089,600094,600100,600104,600108,600109,600111,600118,600123,600141,600143,600150,600157,600158,600160,600162,600166,600170,600177,600188,600196,600199,600208,600216,600221,600239,600240,600252,600256,600259,600266,600267,600271,600276,600300,600309,600315,600316,600325,600332,600340,600348,600352,600362,600366,600369,600372,600376,600383,600395,600406,600415,600418,600489,600497,600498,600503,600516,600518,600519,600535,600546,600547,600549,600583,600585,600588,600597,600598,600600,600633,600637,600639,600643,600649,600663,600674,600675,600684,600690,600702,600703,600705,600736,600739,600741,600747,600748,600759,600765,600770,600773,600795,600804,600809,600816,600823,600832,600837,600875,600880,600886,600887,600893,600895,600900,600970,600999,601006,601009,601088,601099,601111,601117,601118,601166,601168,601169,601186,601216,601288,601299,601318,601328,601336,601377,601390,601398,601555,601588,601600,601601,601607,601628,601633,601668,601669,601688,601699,601717,601766,601800,601808,601818,601857,601888,601899,601901,601928,601939,601958,601988,601989,601992,601998,603000,603993&date=20141113&field=NPToTOR
  1. min(bt.cash)
  2. 0.59175999897206566