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chore: 添加Stock-Prediction-Models项目文件

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添加了Stock-Prediction-Models项目的多个文件，包括数据集、模型代码、README文档和CSS样式文件。这些文件用于股票预测模型的训练和展示，涵盖了LSTM、GRU等深度学习模型的应用。
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2025-04-27 16:28:06 +08:00
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5.课程代码/4.Stock-Prediction-Models/使用文档/Stock-Prediction-Models-master/dataset/KNX.csv Normal file
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Date,Open,High,Low,Close,Adj Close,Volume
2018-07-13,37.910000,38.630001,37.910000,37.910000,37.629288,1768500
2018-07-16,39.060001,39.139999,35.810001,36.360001,36.090759,6443500
2018-07-17,36.459999,36.860001,35.970001,36.279999,36.011356,3448800
2018-07-18,36.610001,37.580002,36.259998,37.500000,37.222321,3257200
2018-07-19,37.200001,38.130001,37.180000,37.990002,37.708694,2428500
2018-07-20,37.980000,38.200001,37.639999,37.980000,37.698772,2091800
2018-07-23,37.820000,38.259998,37.619999,38.240002,37.956844,1848700
2018-07-24,38.950001,39.119999,34.369999,34.840000,34.582024,6131100
2018-07-25,35.540001,35.900002,34.810001,35.810001,35.544838,4187200
2018-07-26,31.049999,32.290001,29.000000,32.250000,32.011204,20546000
2018-07-27,31.980000,32.299999,31.469999,32.090000,31.852381,5144500
2018-07-30,31.990000,32.759998,31.799999,32.209999,31.971493,2951100
2018-07-31,32.240002,33.090000,32.060001,32.549999,32.308971,3225200
2018-08-01,32.549999,32.630001,31.959999,32.090000,31.852381,3427700
2018-08-02,32.209999,33.380001,32.150002,33.270000,33.023647,4617000
2018-08-03,33.279999,33.279999,32.209999,32.419998,32.179935,3282000
2018-08-06,32.330002,32.860001,31.920000,32.700001,32.457867,2558700
2018-08-07,32.779999,33.459999,32.529999,33.439999,33.192387,1876600
2018-08-08,33.270000,33.400002,32.849998,32.980000,32.735790,1581300
2018-08-09,32.840000,33.400002,32.720001,32.790001,32.547199,1818700
2018-08-10,32.720001,33.380001,32.270000,33.220001,32.974014,1738800
2018-08-13,33.330002,33.480000,32.410000,32.580002,32.338757,2865000
2018-08-14,32.720001,33.270000,32.689999,32.770000,32.527348,1705600
2018-08-15,32.650002,32.700001,31.570000,32.380001,32.140240,1734900
2018-08-16,32.700001,32.900002,32.369999,32.700001,32.457867,1700900
2018-08-17,32.730000,33.020000,32.360001,32.900002,32.656387,1677500
2018-08-20,32.970001,33.580002,32.560001,33.540001,33.291645,2835500
2018-08-21,33.680000,34.080002,33.439999,33.509998,33.261868,2393400
2018-08-22,33.450001,33.500000,32.580002,32.770000,32.527348,1920800
2018-08-23,32.830002,33.049999,32.360001,32.700001,32.457867,1559300
2018-08-24,32.810001,33.160000,32.680000,32.810001,32.567055,888700
2018-08-27,33.099998,33.779999,33.000000,33.740002,33.490166,1934500
2018-08-28,33.869999,33.880001,33.389999,33.580002,33.331356,2569800
2018-08-29,33.599998,34.279999,33.410000,34.209999,33.956684,2601400
2018-08-30,34.169998,34.680000,33.689999,33.709999,33.519176,2322400
2018-08-31,33.680000,34.340000,33.509998,34.130001,33.936794,2122500
2018-09-04,34.000000,34.410000,33.619999,34.410000,34.215214,3660600
2018-09-05,34.259998,35.290001,34.029999,35.250000,35.050457,2425000
2018-09-06,35.099998,35.240002,34.799999,34.930000,34.732269,4373600
2018-09-07,34.799999,35.689999,34.799999,35.270000,35.070347,2026000
2018-09-10,35.580002,37.509998,35.389999,36.840000,36.631454,4462200
2018-09-11,36.770000,37.029999,36.070000,36.330002,36.124344,4345300
2018-09-12,36.230000,36.340000,35.730000,36.070000,35.865818,2350000
2018-09-13,36.320000,36.549999,35.910000,36.040001,35.835987,2045000
2018-09-14,36.060001,36.560001,35.939999,36.380001,36.174061,1378600
2018-09-17,36.480000,36.480000,35.459999,35.630001,35.428307,1849300
2018-09-18,35.919998,36.660000,35.529999,36.590000,36.382870,1803000
2018-09-19,36.580002,36.790001,36.349998,36.500000,36.293385,1788600
2018-09-20,36.630001,36.910000,36.139999,36.180000,35.975193,2553500
2018-09-21,36.230000,36.240002,35.000000,35.090000,34.891365,3324000
2018-09-24,34.900002,35.000000,34.220001,34.740002,34.543346,2124200
2018-09-25,34.810001,34.959999,34.250000,34.910000,34.712383,1525800
2018-09-26,35.000000,35.860001,34.700001,35.240002,35.040516,1816500
2018-09-27,35.419998,35.630001,34.840000,34.919998,34.722324,1952500
2018-09-28,34.509998,34.990002,34.320000,34.480000,34.284817,1874100
2018-10-01,34.869999,35.189999,34.599998,34.889999,34.692497,1822400
2018-10-02,35.099998,35.099998,33.150002,33.189999,33.002117,2314000
2018-10-03,33.240002,33.799999,32.869999,33.500000,33.310364,2390900
2018-10-04,33.509998,33.740002,32.639999,32.830002,32.644157,1615500
2018-10-05,32.840000,32.860001,31.629999,32.110001,31.928234,3305300
2018-10-08,32.070000,32.259998,31.639999,32.160000,31.977951,1675500
2018-10-09,32.110001,32.990002,32.009998,32.540001,32.355801,2296400
2018-10-10,32.410000,32.770000,31.670000,31.690001,31.510611,2352000
2018-10-11,31.680000,32.279999,30.680000,30.719999,30.546101,3726900
2018-10-12,31.070000,31.520000,30.770000,30.969999,30.794683,3017100
2018-10-15,30.920000,31.410000,30.639999,31.070000,30.894119,2133400
2018-10-16,31.469999,32.320000,31.180000,32.310001,32.127106,1960300
2018-10-17,32.410000,32.560001,30.990000,31.190001,31.013441,2147800
2018-10-18,31.049999,31.240000,29.690001,29.750000,29.581593,3346600
2018-10-19,30.139999,31.070000,29.920000,30.410000,30.237854,2827200
2018-10-22,30.100000,30.889999,30.000000,30.549999,30.377062,2048900
2018-10-23,30.070000,30.520000,29.670000,30.200001,30.029047,2316300
2018-10-24,33.990002,33.990002,30.480000,30.719999,30.546101,6106100
2018-10-25,31.450001,33.549999,31.190001,33.389999,33.200985,4700800
2018-10-26,32.880001,33.259998,31.809999,32.009998,31.828798,3329600
2018-10-29,32.529999,32.759998,30.969999,31.389999,31.212307,2003600
2018-10-30,31.360001,32.590000,31.110001,32.560001,32.375690,1857600
2018-10-31,32.950001,33.270000,31.920000,32.000000,31.818855,2221000
2018-11-01,32.130001,33.709999,31.549999,33.650002,33.459515,3066700
2018-11-02,33.900002,34.000000,32.900002,33.650002,33.459515,2108100
2018-11-05,33.779999,34.090000,33.020000,33.930000,33.737930,1931000
2018-11-06,33.759998,34.320000,33.490002,33.889999,33.698158,1680400
2018-11-07,34.029999,34.340000,33.099998,33.590000,33.399857,2010800
2018-11-08,34.310001,34.759998,33.480000,34.320000,34.125721,3230600
2018-11-09,34.189999,34.279999,33.230000,33.480000,33.290478,2107300
2018-11-12,33.450001,33.619999,32.820000,32.869999,32.683929,1396300
2018-11-13,32.880001,34.209999,32.869999,33.720001,33.529118,2119600
2018-11-14,34.049999,34.500000,33.279999,33.570000,33.379967,1175900
2018-11-15,33.340000,33.520000,32.200001,32.619999,32.435345,2460300
2018-11-16,32.320000,32.610001,31.280001,31.730000,31.550385,2587500
2018-11-19,31.490000,32.560001,31.490000,32.220001,32.037613,1954600
2018-11-20,32.279999,33.130001,31.360001,31.730000,31.550385,2181600
2018-11-21,31.930000,32.869999,31.639999,32.820000,32.634212,1755500
2018-11-23,32.500000,32.970001,32.189999,32.650002,32.465172,494100
2018-11-26,32.990002,34.060001,32.959999,34.060001,33.867195,1819200
2018-11-27,33.830002,34.180000,33.310001,33.360001,33.171158,1302400
2018-11-28,33.470001,34.840000,32.950001,34.820000,34.622894,1720100
2018-11-29,34.900002,35.490002,34.169998,34.349998,34.155548,1516900
2018-11-30,34.209999,35.060001,34.209999,34.660000,34.524101,1975700
2018-12-03,35.419998,35.500000,33.889999,33.959999,33.826847,1499300
2018-12-04,33.189999,33.450001,30.360001,30.610001,30.489981,4417700
2018-12-06,29.940001,30.740000,29.730000,30.709999,30.589588,3405500
2018-12-07,30.709999,31.190001,28.680000,28.820000,28.707001,4329900
2018-12-10,28.600000,28.850000,28.080000,28.650000,28.537666,2573400
2018-12-11,29.059999,29.450001,28.350000,28.540001,28.428099,2111100
2018-12-12,29.030001,29.240000,28.430000,28.490000,28.378292,2508900
2018-12-13,28.500000,28.580000,27.190001,27.320000,27.212881,3105500
2018-12-14,27.020000,27.400000,26.670000,26.879999,26.774605,3853900
2018-12-17,26.850000,26.950001,26.309999,26.780001,26.674999,2630100
2018-12-18,26.920000,27.620001,26.850000,27.110001,27.003704,3329000
2018-12-19,26.889999,27.639999,25.980000,26.059999,25.957821,2541100
2018-12-20,25.879999,26.110001,25.100000,25.260000,25.160959,3548900
2018-12-21,25.190001,25.450001,23.780001,23.980000,23.885977,6748200
2018-12-24,23.500000,24.430000,23.270000,24.030001,23.935781,1289900
2018-12-26,24.040001,25.030001,23.629999,25.010000,24.911938,2031900
2018-12-27,24.639999,25.100000,24.219999,25.100000,25.001585,1502800
2018-12-28,25.129999,25.400000,24.730000,25.070000,24.971703,1568500
2018-12-31,25.219999,25.330000,24.700001,25.070000,24.971703,1517200
2019-01-02,24.719999,26.250000,24.650000,25.840000,25.738684,2191700
2019-01-03,25.670000,25.940001,25.030001,25.209999,25.111153,1971300
2019-01-04,25.740000,26.600000,25.639999,26.540001,26.435940,2149300
2019-01-07,26.580000,27.660000,26.500000,27.379999,27.272646,2917300
2019-01-08,27.799999,28.639999,27.680000,28.629999,28.517742,2525300
2019-01-09,28.650000,29.730000,28.549999,29.580000,29.464020,3723300
2019-01-10,29.530001,29.530001,28.530001,28.840000,28.726921,2391000
2019-01-11,28.830000,29.110001,28.350000,28.650000,28.537666,1608000
2019-01-14,28.100000,29.469999,28.100000,29.230000,29.115391,2348400
2019-01-15,29.280001,29.400000,28.629999,28.840000,28.726921,1840400
2019-01-16,29.059999,29.540001,28.959999,29.170000,29.055626,1168600
2019-01-17,31.049999,32.090000,30.290001,31.700001,31.575708,6283500
2019-01-18,32.410000,33.139999,31.900000,32.639999,32.512020,4627600
2019-01-22,32.110001,32.299999,30.900000,30.969999,30.848568,3325000
2019-01-23,31.299999,31.510000,30.080000,30.440001,30.320648,2273200
2019-01-24,30.420000,30.629999,29.760000,29.809999,29.693117,2008700
2019-01-25,30.209999,31.020000,29.940001,30.780001,30.659315,2170800
2019-01-28,30.450001,30.480000,29.900000,30.080000,29.962059,2141300
2019-01-29,30.370001,32.200001,29.340000,32.110001,31.984100,3769300
2019-01-30,32.209999,33.419998,31.400000,33.369999,33.239159,4151600
2019-01-31,33.400002,33.400002,31.559999,31.750000,31.625511,3374600
2019-02-01,32.090000,32.590000,31.520000,32.230000,32.103630,1933400
2019-02-04,32.049999,32.270000,31.680000,32.250000,32.123554,1355500
2019-02-05,32.349998,32.889999,31.799999,31.879999,31.755001,1719200
2019-02-06,31.950001,32.320000,31.420000,31.469999,31.346609,1355300
2019-02-07,31.430000,32.150002,31.379999,31.700001,31.575708,1395400
2019-02-08,31.299999,31.760000,30.780001,31.100000,30.978060,2103700
2019-02-11,31.280001,31.440001,30.690001,31.420000,31.296806,1575100
2019-02-12,31.620001,32.700001,31.450001,32.360001,32.233120,1847700
2019-02-13,32.490002,33.680000,32.490002,33.490002,33.358692,2413800
2019-02-14,33.310001,34.299999,33.099998,34.009998,33.876648,2926300
2019-02-15,34.090000,34.130001,33.320000,33.529999,33.398533,3065800
2019-02-19,33.450001,34.480000,33.340000,34.200001,34.065907,2861900
2019-02-20,34.330002,35.299999,33.970001,34.720001,34.583866,3875700
2019-02-21,34.759998,34.770000,33.820000,34.189999,34.055943,1396000
2019-02-22,34.310001,34.459999,33.400002,33.599998,33.468254,1446800
2019-02-25,33.869999,34.630001,33.720001,33.930000,33.796963,1427000
2019-02-26,33.840000,34.220001,33.529999,33.680000,33.547947,819100
2019-02-27,33.720001,34.049999,33.400002,33.869999,33.737198,842400
2019-02-28,33.810001,33.950001,33.310001,33.630001,33.498142,999200
2019-03-01,34.000000,34.230000,33.470001,33.680000,33.607906,1096100
2019-03-04,33.919998,34.310001,33.320000,33.669998,33.597923,1364500
2019-03-05,33.700001,33.700001,32.830002,32.860001,32.789661,1108300
2019-03-06,32.950001,33.480000,32.770000,33.180000,33.108974,1586700
2019-03-07,32.980000,33.130001,32.619999,32.889999,32.819595,1775600
2019-03-08,32.430000,32.560001,31.750000,32.459999,32.390514,1760500
2019-03-11,32.360001,33.889999,32.340000,33.869999,33.797497,1961200
2019-03-12,33.860001,33.980000,33.180000,33.799999,33.727646,1483700
2019-03-13,34.049999,34.830002,33.770000,34.459999,34.386234,1529600
2019-03-14,34.400002,34.900002,34.130001,34.770000,34.695572,2083200
2019-03-15,34.820000,34.970001,33.580002,33.939999,33.867348,3955300
2019-03-18,34.189999,34.700001,34.009998,34.590000,34.515957,1105800
2019-03-19,34.380001,34.380001,32.680000,32.849998,32.779682,2526600
2019-03-20,32.799999,32.950001,30.990000,31.870001,31.801781,4073000
2019-03-21,31.840000,32.259998,31.580000,32.230000,32.161007,2844400
2019-03-22,32.060001,32.130001,31.160000,31.370001,31.302851,1802800
2019-03-25,31.330000,32.049999,31.100000,31.320000,31.252956,1843000
2019-03-26,31.620001,32.160000,31.559999,32.060001,31.991375,1897800
2019-03-27,32.130001,32.259998,31.299999,31.379999,31.312828,2092600
2019-03-28,31.379999,32.750000,31.290001,32.450001,32.380539,3897800
2019-03-29,32.610001,32.910000,32.279999,32.680000,32.610046,1914300
2019-04-01,32.990002,33.439999,32.799999,33.119999,33.049103,2025600
2019-04-02,32.990002,33.290001,32.349998,32.520000,32.450390,1398800
2019-04-03,32.540001,33.119999,32.500000,32.689999,32.620022,1430900
2019-04-04,32.549999,33.470001,32.520000,33.299999,33.228718,1670600
2019-04-05,33.290001,33.799999,33.189999,33.320000,33.248676,1189900
2019-04-08,32.930000,33.500000,32.750000,33.480000,33.408333,1133000
2019-04-09,33.250000,33.320000,32.840000,32.919998,32.849529,1556800
2019-04-10,32.959999,33.200001,32.669998,33.090000,33.019169,648400
2019-04-11,33.090000,33.820000,32.990002,33.700001,33.627865,1161600
2019-04-12,34.020000,34.389999,33.779999,34.080002,34.007050,1042800
2019-04-15,33.930000,34.029999,33.259998,33.529999,33.458225,1235200
2019-04-16,32.840000,33.720001,32.369999,33.580002,33.508121,2495800
2019-04-17,34.000000,34.730000,33.740002,34.549999,34.476044,2568000
2019-04-18,34.650002,35.349998,34.500000,34.720001,34.645679,2501900
2019-04-22,34.549999,34.910000,34.270000,34.700001,34.625721,1616100
2019-04-23,34.650002,35.049999,34.349998,35.000000,34.925079,3498300
2019-04-24,34.990002,36.810001,34.299999,36.150002,36.072620,4686400
2019-04-25,35.880001,36.119999,34.549999,34.720001,34.645679,2598800
2019-04-26,34.599998,35.610001,34.430000,35.240002,35.164566,1047500
2019-04-29,35.290001,35.520000,34.060001,34.110001,34.036983,1933700
2019-04-30,34.119999,34.150002,33.029999,33.349998,33.278610,2524500
2019-05-01,33.250000,33.250000,31.299999,31.360001,31.292871,3751300
2019-05-02,31.360001,32.290001,31.010000,32.259998,32.190945,1907500
2019-05-03,32.419998,33.529999,32.180000,33.299999,33.228718,1793600
2019-05-06,32.410000,33.450001,32.259998,33.279999,33.208759,2361000
2019-05-07,32.779999,33.090000,31.860001,32.040001,31.971416,1001000
2019-05-08,32.040001,32.490002,31.209999,31.270000,31.203064,1396400
2019-05-09,31.020000,31.510000,30.590000,31.340000,31.272915,1854700
2019-05-10,31.190001,31.740000,30.780001,31.480000,31.412615,944300
2019-05-13,30.500000,30.549999,29.170000,29.340000,29.277195,2738400
2019-05-14,29.459999,30.879999,29.430000,30.549999,30.484604,1437000
2019-05-15,30.360001,31.080000,30.219999,30.990000,30.923664,1587700
2019-05-16,31.139999,31.760000,31.100000,31.639999,31.572271,1783000
2019-05-17,31.420000,31.760000,30.850000,30.930000,30.863792,1598000
2019-05-20,30.400000,31.459999,30.150000,31.059999,30.993513,1070300
2019-05-21,31.500000,32.000000,31.120001,31.440001,31.372700,1590100
2019-05-22,31.219999,31.639999,30.600000,30.840000,30.773985,1191600
2019-05-23,30.270000,30.870001,29.930000,30.400000,30.334927,1657700
2019-05-24,30.590000,30.590000,29.469999,30.000000,29.935783,2216800
2019-05-28,29.830000,30.059999,29.360001,29.660000,29.596510,1983100
2019-05-29,29.320000,29.850000,28.969999,29.200001,29.137495,1853500
2019-05-30,29.219999,29.309999,27.980000,28.030001,27.969999,2948600
2019-05-31,27.430000,28.070000,27.030001,27.639999,27.639999,2361800
2019-06-03,27.540001,28.549999,27.530001,28.090000,28.090000,3066200
2019-06-04,28.600000,29.709999,28.600000,29.670000,29.670000,2052200
2019-06-05,30.030001,30.330000,29.530001,30.120001,30.120001,1936400
2019-06-06,29.940001,29.950001,29.020000,29.889999,29.889999,1473900
2019-06-07,30.000000,30.430000,29.889999,30.170000,30.170000,1272700
2019-06-10,30.420000,31.610001,30.370001,31.299999,31.299999,1975300
2019-06-11,31.740000,31.740000,30.980000,31.059999,31.059999,1323700
2019-06-12,30.910000,31.219999,30.559999,31.090000,31.090000,1730700
2019-06-13,31.160000,32.689999,31.129999,32.660000,32.660000,2759100
2019-06-14,32.520000,32.610001,31.750000,32.220001,32.220001,1644300
2019-06-17,32.130001,32.230000,31.370001,31.549999,31.549999,1717700
2019-06-18,31.600000,32.490002,31.420000,31.700001,31.700001,1292400
2019-06-19,31.600000,32.029999,31.500000,31.870001,31.870001,1250600
2019-06-20,32.340000,32.730000,32.029999,32.610001,32.610001,1395300
2019-06-21,32.450001,32.720001,31.820000,31.889999,31.889999,1669400
2019-06-24,31.889999,31.950001,29.900000,30.049999,30.049999,2932200
2019-06-25,29.990000,30.590000,29.440001,29.549999,29.549999,3074100
2019-06-26,29.790001,31.040001,29.610001,30.959999,30.959999,1668100
2019-06-27,31.059999,31.680000,30.760000,31.440001,31.440001,1168800
2019-06-28,31.680000,32.880001,31.670000,32.840000,32.840000,2573800
2019-07-01,33.320000,33.759998,32.650002,32.939999,32.939999,1576200
2019-07-02,32.860001,33.540001,32.439999,32.700001,32.700001,1624700
2019-07-03,32.799999,33.240002,32.680000,33.220001,33.220001,750300
2019-07-05,33.000000,33.680000,32.820000,33.590000,33.590000,897400
2019-07-08,33.250000,33.669998,33.070000,33.369999,33.369999,1442200
2019-07-09,33.060001,33.430000,32.959999,33.049999,33.049999,927500
2019-07-10,33.230000,33.330002,31.570000,31.670000,31.670000,1873800
2019-07-11,31.520000,32.230000,30.680000,31.490000,31.490000,1958800
2019-07-12,31.490000,33.580002,31.420000,33.529999,33.529999,2295600
1 Date Open High Low Close Adj Close Volume
2 2018-07-13 37.910000 38.630001 37.910000 37.910000 37.629288 1768500
3 2018-07-16 39.060001 39.139999 35.810001 36.360001 36.090759 6443500
4 2018-07-17 36.459999 36.860001 35.970001 36.279999 36.011356 3448800
5 2018-07-18 36.610001 37.580002 36.259998 37.500000 37.222321 3257200
6 2018-07-19 37.200001 38.130001 37.180000 37.990002 37.708694 2428500
7 2018-07-20 37.980000 38.200001 37.639999 37.980000 37.698772 2091800
8 2018-07-23 37.820000 38.259998 37.619999 38.240002 37.956844 1848700
9 2018-07-24 38.950001 39.119999 34.369999 34.840000 34.582024 6131100
10 2018-07-25 35.540001 35.900002 34.810001 35.810001 35.544838 4187200
11 2018-07-26 31.049999 32.290001 29.000000 32.250000 32.011204 20546000
12 2018-07-27 31.980000 32.299999 31.469999 32.090000 31.852381 5144500
13 2018-07-30 31.990000 32.759998 31.799999 32.209999 31.971493 2951100
14 2018-07-31 32.240002 33.090000 32.060001 32.549999 32.308971 3225200
15 2018-08-01 32.549999 32.630001 31.959999 32.090000 31.852381 3427700
16 2018-08-02 32.209999 33.380001 32.150002 33.270000 33.023647 4617000
17 2018-08-03 33.279999 33.279999 32.209999 32.419998 32.179935 3282000
18 2018-08-06 32.330002 32.860001 31.920000 32.700001 32.457867 2558700
19 2018-08-07 32.779999 33.459999 32.529999 33.439999 33.192387 1876600
20 2018-08-08 33.270000 33.400002 32.849998 32.980000 32.735790 1581300
21 2018-08-09 32.840000 33.400002 32.720001 32.790001 32.547199 1818700
22 2018-08-10 32.720001 33.380001 32.270000 33.220001 32.974014 1738800
23 2018-08-13 33.330002 33.480000 32.410000 32.580002 32.338757 2865000
24 2018-08-14 32.720001 33.270000 32.689999 32.770000 32.527348 1705600
25 2018-08-15 32.650002 32.700001 31.570000 32.380001 32.140240 1734900
26 2018-08-16 32.700001 32.900002 32.369999 32.700001 32.457867 1700900
27 2018-08-17 32.730000 33.020000 32.360001 32.900002 32.656387 1677500
28 2018-08-20 32.970001 33.580002 32.560001 33.540001 33.291645 2835500
29 2018-08-21 33.680000 34.080002 33.439999 33.509998 33.261868 2393400
30 2018-08-22 33.450001 33.500000 32.580002 32.770000 32.527348 1920800
31 2018-08-23 32.830002 33.049999 32.360001 32.700001 32.457867 1559300
32 2018-08-24 32.810001 33.160000 32.680000 32.810001 32.567055 888700
33 2018-08-27 33.099998 33.779999 33.000000 33.740002 33.490166 1934500
34 2018-08-28 33.869999 33.880001 33.389999 33.580002 33.331356 2569800
35 2018-08-29 33.599998 34.279999 33.410000 34.209999 33.956684 2601400
36 2018-08-30 34.169998 34.680000 33.689999 33.709999 33.519176 2322400
37 2018-08-31 33.680000 34.340000 33.509998 34.130001 33.936794 2122500
38 2018-09-04 34.000000 34.410000 33.619999 34.410000 34.215214 3660600
39 2018-09-05 34.259998 35.290001 34.029999 35.250000 35.050457 2425000
40 2018-09-06 35.099998 35.240002 34.799999 34.930000 34.732269 4373600
41 2018-09-07 34.799999 35.689999 34.799999 35.270000 35.070347 2026000
42 2018-09-10 35.580002 37.509998 35.389999 36.840000 36.631454 4462200
43 2018-09-11 36.770000 37.029999 36.070000 36.330002 36.124344 4345300
44 2018-09-12 36.230000 36.340000 35.730000 36.070000 35.865818 2350000
45 2018-09-13 36.320000 36.549999 35.910000 36.040001 35.835987 2045000
46 2018-09-14 36.060001 36.560001 35.939999 36.380001 36.174061 1378600
47 2018-09-17 36.480000 36.480000 35.459999 35.630001 35.428307 1849300
48 2018-09-18 35.919998 36.660000 35.529999 36.590000 36.382870 1803000
49 2018-09-19 36.580002 36.790001 36.349998 36.500000 36.293385 1788600
50 2018-09-20 36.630001 36.910000 36.139999 36.180000 35.975193 2553500
51 2018-09-21 36.230000 36.240002 35.000000 35.090000 34.891365 3324000
52 2018-09-24 34.900002 35.000000 34.220001 34.740002 34.543346 2124200
53 2018-09-25 34.810001 34.959999 34.250000 34.910000 34.712383 1525800
54 2018-09-26 35.000000 35.860001 34.700001 35.240002 35.040516 1816500
55 2018-09-27 35.419998 35.630001 34.840000 34.919998 34.722324 1952500
56 2018-09-28 34.509998 34.990002 34.320000 34.480000 34.284817 1874100
57 2018-10-01 34.869999 35.189999 34.599998 34.889999 34.692497 1822400
58 2018-10-02 35.099998 35.099998 33.150002 33.189999 33.002117 2314000
59 2018-10-03 33.240002 33.799999 32.869999 33.500000 33.310364 2390900
60 2018-10-04 33.509998 33.740002 32.639999 32.830002 32.644157 1615500
61 2018-10-05 32.840000 32.860001 31.629999 32.110001 31.928234 3305300
62 2018-10-08 32.070000 32.259998 31.639999 32.160000 31.977951 1675500
63 2018-10-09 32.110001 32.990002 32.009998 32.540001 32.355801 2296400
64 2018-10-10 32.410000 32.770000 31.670000 31.690001 31.510611 2352000
65 2018-10-11 31.680000 32.279999 30.680000 30.719999 30.546101 3726900
66 2018-10-12 31.070000 31.520000 30.770000 30.969999 30.794683 3017100
67 2018-10-15 30.920000 31.410000 30.639999 31.070000 30.894119 2133400
68 2018-10-16 31.469999 32.320000 31.180000 32.310001 32.127106 1960300
69 2018-10-17 32.410000 32.560001 30.990000 31.190001 31.013441 2147800
70 2018-10-18 31.049999 31.240000 29.690001 29.750000 29.581593 3346600
71 2018-10-19 30.139999 31.070000 29.920000 30.410000 30.237854 2827200
72 2018-10-22 30.100000 30.889999 30.000000 30.549999 30.377062 2048900
73 2018-10-23 30.070000 30.520000 29.670000 30.200001 30.029047 2316300
74 2018-10-24 33.990002 33.990002 30.480000 30.719999 30.546101 6106100
75 2018-10-25 31.450001 33.549999 31.190001 33.389999 33.200985 4700800
76 2018-10-26 32.880001 33.259998 31.809999 32.009998 31.828798 3329600
77 2018-10-29 32.529999 32.759998 30.969999 31.389999 31.212307 2003600
78 2018-10-30 31.360001 32.590000 31.110001 32.560001 32.375690 1857600
79 2018-10-31 32.950001 33.270000 31.920000 32.000000 31.818855 2221000
80 2018-11-01 32.130001 33.709999 31.549999 33.650002 33.459515 3066700
81 2018-11-02 33.900002 34.000000 32.900002 33.650002 33.459515 2108100
82 2018-11-05 33.779999 34.090000 33.020000 33.930000 33.737930 1931000
83 2018-11-06 33.759998 34.320000 33.490002 33.889999 33.698158 1680400
84 2018-11-07 34.029999 34.340000 33.099998 33.590000 33.399857 2010800
85 2018-11-08 34.310001 34.759998 33.480000 34.320000 34.125721 3230600
86 2018-11-09 34.189999 34.279999 33.230000 33.480000 33.290478 2107300
87 2018-11-12 33.450001 33.619999 32.820000 32.869999 32.683929 1396300
88 2018-11-13 32.880001 34.209999 32.869999 33.720001 33.529118 2119600
89 2018-11-14 34.049999 34.500000 33.279999 33.570000 33.379967 1175900
90 2018-11-15 33.340000 33.520000 32.200001 32.619999 32.435345 2460300
91 2018-11-16 32.320000 32.610001 31.280001 31.730000 31.550385 2587500
92 2018-11-19 31.490000 32.560001 31.490000 32.220001 32.037613 1954600
93 2018-11-20 32.279999 33.130001 31.360001 31.730000 31.550385 2181600
94 2018-11-21 31.930000 32.869999 31.639999 32.820000 32.634212 1755500
95 2018-11-23 32.500000 32.970001 32.189999 32.650002 32.465172 494100
96 2018-11-26 32.990002 34.060001 32.959999 34.060001 33.867195 1819200
97 2018-11-27 33.830002 34.180000 33.310001 33.360001 33.171158 1302400
98 2018-11-28 33.470001 34.840000 32.950001 34.820000 34.622894 1720100
99 2018-11-29 34.900002 35.490002 34.169998 34.349998 34.155548 1516900
100 2018-11-30 34.209999 35.060001 34.209999 34.660000 34.524101 1975700
101 2018-12-03 35.419998 35.500000 33.889999 33.959999 33.826847 1499300
102 2018-12-04 33.189999 33.450001 30.360001 30.610001 30.489981 4417700
103 2018-12-06 29.940001 30.740000 29.730000 30.709999 30.589588 3405500
104 2018-12-07 30.709999 31.190001 28.680000 28.820000 28.707001 4329900
105 2018-12-10 28.600000 28.850000 28.080000 28.650000 28.537666 2573400
106 2018-12-11 29.059999 29.450001 28.350000 28.540001 28.428099 2111100
107 2018-12-12 29.030001 29.240000 28.430000 28.490000 28.378292 2508900
108 2018-12-13 28.500000 28.580000 27.190001 27.320000 27.212881 3105500
109 2018-12-14 27.020000 27.400000 26.670000 26.879999 26.774605 3853900
110 2018-12-17 26.850000 26.950001 26.309999 26.780001 26.674999 2630100
111 2018-12-18 26.920000 27.620001 26.850000 27.110001 27.003704 3329000
112 2018-12-19 26.889999 27.639999 25.980000 26.059999 25.957821 2541100
113 2018-12-20 25.879999 26.110001 25.100000 25.260000 25.160959 3548900
114 2018-12-21 25.190001 25.450001 23.780001 23.980000 23.885977 6748200
115 2018-12-24 23.500000 24.430000 23.270000 24.030001 23.935781 1289900
116 2018-12-26 24.040001 25.030001 23.629999 25.010000 24.911938 2031900
117 2018-12-27 24.639999 25.100000 24.219999 25.100000 25.001585 1502800
118 2018-12-28 25.129999 25.400000 24.730000 25.070000 24.971703 1568500
119 2018-12-31 25.219999 25.330000 24.700001 25.070000 24.971703 1517200
120 2019-01-02 24.719999 26.250000 24.650000 25.840000 25.738684 2191700
121 2019-01-03 25.670000 25.940001 25.030001 25.209999 25.111153 1971300
122 2019-01-04 25.740000 26.600000 25.639999 26.540001 26.435940 2149300
123 2019-01-07 26.580000 27.660000 26.500000 27.379999 27.272646 2917300
124 2019-01-08 27.799999 28.639999 27.680000 28.629999 28.517742 2525300
125 2019-01-09 28.650000 29.730000 28.549999 29.580000 29.464020 3723300
126 2019-01-10 29.530001 29.530001 28.530001 28.840000 28.726921 2391000
127 2019-01-11 28.830000 29.110001 28.350000 28.650000 28.537666 1608000
128 2019-01-14 28.100000 29.469999 28.100000 29.230000 29.115391 2348400
129 2019-01-15 29.280001 29.400000 28.629999 28.840000 28.726921 1840400
130 2019-01-16 29.059999 29.540001 28.959999 29.170000 29.055626 1168600
131 2019-01-17 31.049999 32.090000 30.290001 31.700001 31.575708 6283500
132 2019-01-18 32.410000 33.139999 31.900000 32.639999 32.512020 4627600
133 2019-01-22 32.110001 32.299999 30.900000 30.969999 30.848568 3325000
134 2019-01-23 31.299999 31.510000 30.080000 30.440001 30.320648 2273200
135 2019-01-24 30.420000 30.629999 29.760000 29.809999 29.693117 2008700
136 2019-01-25 30.209999 31.020000 29.940001 30.780001 30.659315 2170800
137 2019-01-28 30.450001 30.480000 29.900000 30.080000 29.962059 2141300
138 2019-01-29 30.370001 32.200001 29.340000 32.110001 31.984100 3769300
139 2019-01-30 32.209999 33.419998 31.400000 33.369999 33.239159 4151600
140 2019-01-31 33.400002 33.400002 31.559999 31.750000 31.625511 3374600
141 2019-02-01 32.090000 32.590000 31.520000 32.230000 32.103630 1933400
142 2019-02-04 32.049999 32.270000 31.680000 32.250000 32.123554 1355500
143 2019-02-05 32.349998 32.889999 31.799999 31.879999 31.755001 1719200
144 2019-02-06 31.950001 32.320000 31.420000 31.469999 31.346609 1355300
145 2019-02-07 31.430000 32.150002 31.379999 31.700001 31.575708 1395400
146 2019-02-08 31.299999 31.760000 30.780001 31.100000 30.978060 2103700
147 2019-02-11 31.280001 31.440001 30.690001 31.420000 31.296806 1575100
148 2019-02-12 31.620001 32.700001 31.450001 32.360001 32.233120 1847700
149 2019-02-13 32.490002 33.680000 32.490002 33.490002 33.358692 2413800
150 2019-02-14 33.310001 34.299999 33.099998 34.009998 33.876648 2926300
151 2019-02-15 34.090000 34.130001 33.320000 33.529999 33.398533 3065800
152 2019-02-19 33.450001 34.480000 33.340000 34.200001 34.065907 2861900
153 2019-02-20 34.330002 35.299999 33.970001 34.720001 34.583866 3875700
154 2019-02-21 34.759998 34.770000 33.820000 34.189999 34.055943 1396000
155 2019-02-22 34.310001 34.459999 33.400002 33.599998 33.468254 1446800
156 2019-02-25 33.869999 34.630001 33.720001 33.930000 33.796963 1427000
157 2019-02-26 33.840000 34.220001 33.529999 33.680000 33.547947 819100
158 2019-02-27 33.720001 34.049999 33.400002 33.869999 33.737198 842400
159 2019-02-28 33.810001 33.950001 33.310001 33.630001 33.498142 999200
160 2019-03-01 34.000000 34.230000 33.470001 33.680000 33.607906 1096100
161 2019-03-04 33.919998 34.310001 33.320000 33.669998 33.597923 1364500
162 2019-03-05 33.700001 33.700001 32.830002 32.860001 32.789661 1108300
163 2019-03-06 32.950001 33.480000 32.770000 33.180000 33.108974 1586700
164 2019-03-07 32.980000 33.130001 32.619999 32.889999 32.819595 1775600
165 2019-03-08 32.430000 32.560001 31.750000 32.459999 32.390514 1760500
166 2019-03-11 32.360001 33.889999 32.340000 33.869999 33.797497 1961200
167 2019-03-12 33.860001 33.980000 33.180000 33.799999 33.727646 1483700
168 2019-03-13 34.049999 34.830002 33.770000 34.459999 34.386234 1529600
169 2019-03-14 34.400002 34.900002 34.130001 34.770000 34.695572 2083200
170 2019-03-15 34.820000 34.970001 33.580002 33.939999 33.867348 3955300
171 2019-03-18 34.189999 34.700001 34.009998 34.590000 34.515957 1105800
172 2019-03-19 34.380001 34.380001 32.680000 32.849998 32.779682 2526600
173 2019-03-20 32.799999 32.950001 30.990000 31.870001 31.801781 4073000
174 2019-03-21 31.840000 32.259998 31.580000 32.230000 32.161007 2844400
175 2019-03-22 32.060001 32.130001 31.160000 31.370001 31.302851 1802800
176 2019-03-25 31.330000 32.049999 31.100000 31.320000 31.252956 1843000
177 2019-03-26 31.620001 32.160000 31.559999 32.060001 31.991375 1897800
178 2019-03-27 32.130001 32.259998 31.299999 31.379999 31.312828 2092600
179 2019-03-28 31.379999 32.750000 31.290001 32.450001 32.380539 3897800
180 2019-03-29 32.610001 32.910000 32.279999 32.680000 32.610046 1914300
181 2019-04-01 32.990002 33.439999 32.799999 33.119999 33.049103 2025600
182 2019-04-02 32.990002 33.290001 32.349998 32.520000 32.450390 1398800
183 2019-04-03 32.540001 33.119999 32.500000 32.689999 32.620022 1430900
184 2019-04-04 32.549999 33.470001 32.520000 33.299999 33.228718 1670600
185 2019-04-05 33.290001 33.799999 33.189999 33.320000 33.248676 1189900
186 2019-04-08 32.930000 33.500000 32.750000 33.480000 33.408333 1133000
187 2019-04-09 33.250000 33.320000 32.840000 32.919998 32.849529 1556800
188 2019-04-10 32.959999 33.200001 32.669998 33.090000 33.019169 648400
189 2019-04-11 33.090000 33.820000 32.990002 33.700001 33.627865 1161600
190 2019-04-12 34.020000 34.389999 33.779999 34.080002 34.007050 1042800
191 2019-04-15 33.930000 34.029999 33.259998 33.529999 33.458225 1235200
192 2019-04-16 32.840000 33.720001 32.369999 33.580002 33.508121 2495800
193 2019-04-17 34.000000 34.730000 33.740002 34.549999 34.476044 2568000
194 2019-04-18 34.650002 35.349998 34.500000 34.720001 34.645679 2501900
195 2019-04-22 34.549999 34.910000 34.270000 34.700001 34.625721 1616100
196 2019-04-23 34.650002 35.049999 34.349998 35.000000 34.925079 3498300
197 2019-04-24 34.990002 36.810001 34.299999 36.150002 36.072620 4686400
198 2019-04-25 35.880001 36.119999 34.549999 34.720001 34.645679 2598800
199 2019-04-26 34.599998 35.610001 34.430000 35.240002 35.164566 1047500
200 2019-04-29 35.290001 35.520000 34.060001 34.110001 34.036983 1933700
201 2019-04-30 34.119999 34.150002 33.029999 33.349998 33.278610 2524500
202 2019-05-01 33.250000 33.250000 31.299999 31.360001 31.292871 3751300
203 2019-05-02 31.360001 32.290001 31.010000 32.259998 32.190945 1907500
204 2019-05-03 32.419998 33.529999 32.180000 33.299999 33.228718 1793600
205 2019-05-06 32.410000 33.450001 32.259998 33.279999 33.208759 2361000
206 2019-05-07 32.779999 33.090000 31.860001 32.040001 31.971416 1001000
207 2019-05-08 32.040001 32.490002 31.209999 31.270000 31.203064 1396400
208 2019-05-09 31.020000 31.510000 30.590000 31.340000 31.272915 1854700
209 2019-05-10 31.190001 31.740000 30.780001 31.480000 31.412615 944300
210 2019-05-13 30.500000 30.549999 29.170000 29.340000 29.277195 2738400
211 2019-05-14 29.459999 30.879999 29.430000 30.549999 30.484604 1437000
212 2019-05-15 30.360001 31.080000 30.219999 30.990000 30.923664 1587700
213 2019-05-16 31.139999 31.760000 31.100000 31.639999 31.572271 1783000
214 2019-05-17 31.420000 31.760000 30.850000 30.930000 30.863792 1598000
215 2019-05-20 30.400000 31.459999 30.150000 31.059999 30.993513 1070300
216 2019-05-21 31.500000 32.000000 31.120001 31.440001 31.372700 1590100
217 2019-05-22 31.219999 31.639999 30.600000 30.840000 30.773985 1191600
218 2019-05-23 30.270000 30.870001 29.930000 30.400000 30.334927 1657700
219 2019-05-24 30.590000 30.590000 29.469999 30.000000 29.935783 2216800
220 2019-05-28 29.830000 30.059999 29.360001 29.660000 29.596510 1983100
221 2019-05-29 29.320000 29.850000 28.969999 29.200001 29.137495 1853500
222 2019-05-30 29.219999 29.309999 27.980000 28.030001 27.969999 2948600
223 2019-05-31 27.430000 28.070000 27.030001 27.639999 27.639999 2361800
224 2019-06-03 27.540001 28.549999 27.530001 28.090000 28.090000 3066200
225 2019-06-04 28.600000 29.709999 28.600000 29.670000 29.670000 2052200
226 2019-06-05 30.030001 30.330000 29.530001 30.120001 30.120001 1936400
227 2019-06-06 29.940001 29.950001 29.020000 29.889999 29.889999 1473900
228 2019-06-07 30.000000 30.430000 29.889999 30.170000 30.170000 1272700
229 2019-06-10 30.420000 31.610001 30.370001 31.299999 31.299999 1975300
230 2019-06-11 31.740000 31.740000 30.980000 31.059999 31.059999 1323700
231 2019-06-12 30.910000 31.219999 30.559999 31.090000 31.090000 1730700
232 2019-06-13 31.160000 32.689999 31.129999 32.660000 32.660000 2759100
233 2019-06-14 32.520000 32.610001 31.750000 32.220001 32.220001 1644300
234 2019-06-17 32.130001 32.230000 31.370001 31.549999 31.549999 1717700
235 2019-06-18 31.600000 32.490002 31.420000 31.700001 31.700001 1292400
236 2019-06-19 31.600000 32.029999 31.500000 31.870001 31.870001 1250600
237 2019-06-20 32.340000 32.730000 32.029999 32.610001 32.610001 1395300
238 2019-06-21 32.450001 32.720001 31.820000 31.889999 31.889999 1669400
239 2019-06-24 31.889999 31.950001 29.900000 30.049999 30.049999 2932200
240 2019-06-25 29.990000 30.590000 29.440001 29.549999 29.549999 3074100
241 2019-06-26 29.790001 31.040001 29.610001 30.959999 30.959999 1668100
242 2019-06-27 31.059999 31.680000 30.760000 31.440001 31.440001 1168800
243 2019-06-28 31.680000 32.880001 31.670000 32.840000 32.840000 2573800
244 2019-07-01 33.320000 33.759998 32.650002 32.939999 32.939999 1576200
245 2019-07-02 32.860001 33.540001 32.439999 32.700001 32.700001 1624700
246 2019-07-03 32.799999 33.240002 32.680000 33.220001 33.220001 750300
247 2019-07-05 33.000000 33.680000 32.820000 33.590000 33.590000 897400
248 2019-07-08 33.250000 33.669998 33.070000 33.369999 33.369999 1442200
249 2019-07-09 33.060001 33.430000 32.959999 33.049999 33.049999 927500
250 2019-07-10 33.230000 33.330002 31.570000 31.670000 31.670000 1873800
251 2019-07-11 31.520000 32.230000 30.680000 31.490000 31.490000 1958800
252 2019-07-12 31.490000 33.580002 31.420000 33.529999 33.529999 2295600