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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/TWTR.csv Normal file
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Date,Open,High,Low,Close,Adj Close,Volume
2018-05-23,32.700001,33.430000,32.599998,33.419998,33.419998,13407500
2018-05-24,33.439999,33.759998,33.119999,33.520000,33.520000,14491900
2018-05-25,33.540001,33.990002,33.310001,33.630001,33.630001,10424400
2018-05-29,33.419998,34.830002,33.349998,34.040001,34.040001,22086700
2018-05-30,34.200001,34.660000,34.080002,34.360001,34.360001,14588200
2018-05-31,34.389999,34.970001,34.250000,34.700001,34.700001,14433200
2018-06-01,35.139999,36.689999,35.090000,36.650002,36.650002,29583100
2018-06-04,36.450001,37.980000,35.950001,37.880001,37.880001,32632800
2018-06-05,39.529999,40.160000,39.189999,39.799999,39.799999,66122200
2018-06-06,39.419998,40.230000,39.209999,40.099998,40.099998,147805700
2018-06-07,40.139999,40.160000,38.639999,39.700001,39.700001,41573400
2018-06-08,39.490002,41.259998,39.419998,41.209999,41.209999,34538900
2018-06-11,41.419998,41.689999,40.660000,41.419998,41.419998,24605300
2018-06-12,42.470001,44.330002,42.410000,43.490002,43.490002,51155000
2018-06-13,44.240002,44.549999,43.419998,44.070000,44.070000,35169200
2018-06-14,44.549999,46.799999,44.500000,46.759998,46.759998,50949100
2018-06-15,46.619999,47.790001,45.639999,45.799999,45.799999,51489600
2018-06-18,45.340000,46.259998,44.500000,46.000000,46.000000,26025600
2018-06-19,45.189999,45.709999,43.570000,44.950001,44.950001,39252000
2018-06-20,45.560001,46.919998,45.439999,46.130001,46.130001,31230200
2018-06-21,46.360001,46.869999,44.200001,45.240002,45.240002,32200300
2018-06-22,45.580002,46.009998,44.500000,45.880001,45.880001,28628900
2018-06-25,45.470001,45.520000,43.330002,44.169998,44.169998,31379300
2018-06-26,44.360001,45.320000,43.509998,44.840000,44.840000,20194100
2018-06-27,45.500000,46.220001,43.680000,43.700001,43.700001,25875500
2018-06-28,43.650002,44.840000,42.490002,44.790001,44.790001,18911200
2018-06-29,45.049999,45.200001,43.560001,43.669998,43.669998,24392900
2018-07-02,43.060001,45.000000,42.750000,44.980000,44.980000,16703600
2018-07-03,45.360001,45.480000,43.799999,43.889999,43.889999,14237500
2018-07-05,44.070000,45.110001,43.549999,45.060001,45.060001,16172000
2018-07-06,44.910000,46.750000,44.610001,46.650002,46.650002,23740700
2018-07-09,46.740002,46.900002,42.080002,44.139999,44.139999,107582400
2018-07-10,44.200001,45.259998,43.630001,43.750000,43.750000,38467400
2018-07-11,42.630001,44.099998,42.220001,43.869999,43.869999,35100100
2018-07-12,44.799999,45.340000,44.360001,45.259998,45.259998,27078500
2018-07-13,45.279999,45.320000,43.930000,44.490002,44.490002,16426700
2018-07-16,44.299999,44.730000,43.910000,44.259998,44.259998,13012800
2018-07-17,43.590000,45.259998,43.150002,44.709999,44.709999,20122300
2018-07-18,44.189999,44.750000,42.740002,43.340000,43.340000,26536800
2018-07-19,43.270000,43.869999,43.110001,43.439999,43.439999,13366800
2018-07-20,43.500000,44.130001,43.230000,43.419998,43.419998,10437700
2018-07-23,43.450001,43.849998,42.400002,43.310001,43.310001,15251200
2018-07-24,43.770000,43.799999,41.590000,42.169998,42.169998,22433900
2018-07-25,42.349998,44.389999,42.349998,44.220001,44.220001,25140700
2018-07-26,42.869999,43.410000,42.139999,42.939999,42.939999,30018700
2018-07-27,37.250000,37.470001,33.900002,34.119999,34.119999,122752800
2018-07-30,34.169998,34.259998,31.070000,31.379999,31.379999,77852400
2018-07-31,31.950001,32.480000,31.070000,31.870001,31.870001,64392200
2018-08-01,32.250000,32.590000,31.459999,31.910000,31.910000,33231700
2018-08-02,31.580000,32.869999,31.340000,32.820000,32.820000,27088000
2018-08-03,32.580002,32.990002,31.799999,31.959999,31.959999,26317000
2018-08-06,31.820000,33.040001,31.450001,32.980000,32.980000,27512400
2018-08-07,33.099998,33.610001,32.549999,32.669998,32.669998,24635600
2018-08-08,32.750000,32.779999,31.809999,31.840000,31.840000,22539400
2018-08-09,31.850000,32.380001,31.610001,31.959999,31.959999,17637600
2018-08-10,31.650000,32.250000,31.469999,32.009998,32.009998,16073900
2018-08-13,32.040001,33.619999,32.020000,32.799999,32.799999,44134600
2018-08-14,33.400002,33.430000,32.520000,33.189999,33.189999,26442600
2018-08-15,32.810001,33.230000,31.950001,32.380001,32.380001,26433400
2018-08-16,32.700001,33.150002,32.419998,32.830002,32.830002,20873200
2018-08-17,32.740002,33.090000,32.340000,32.730000,32.730000,14874600
2018-08-20,32.790001,32.939999,32.200001,32.599998,32.599998,16535700
2018-08-21,32.750000,34.139999,32.599998,33.689999,33.689999,29575700
2018-08-22,33.450001,34.169998,33.349998,33.810001,33.810001,18576300
2018-08-23,33.900002,34.740002,33.720001,33.880001,33.880001,25746300
2018-08-24,34.000000,34.490002,33.930000,34.279999,34.279999,15214000
2018-08-27,34.660000,36.000000,34.480000,35.889999,35.889999,28306300
2018-08-28,35.980000,36.040001,34.889999,35.490002,35.490002,22281600
2018-08-29,35.410000,35.599998,34.810001,35.349998,35.349998,17697200
2018-08-30,35.270000,36.150002,35.209999,35.639999,35.639999,19217200
2018-08-31,35.570000,35.720001,34.590000,35.180000,35.180000,19073900
2018-09-04,34.750000,35.130001,34.480000,34.840000,34.840000,13567600
2018-09-05,34.650002,34.700001,32.509998,32.730000,32.730000,36051100
2018-09-06,32.860001,32.950001,30.620001,30.809999,30.809999,36023600
2018-09-07,30.309999,31.389999,29.820000,30.490000,30.490000,31484200
2018-09-10,30.500000,30.600000,29.950001,30.540001,30.540001,17805800
2018-09-11,30.440001,31.440001,30.350000,30.889999,30.889999,16000100
2018-09-12,30.610001,30.830000,29.250000,29.750000,29.750000,29845200
2018-09-13,30.100000,30.570000,29.860001,30.389999,30.389999,18522500
2018-09-14,30.450001,30.770000,30.059999,30.120001,30.120001,13474700
2018-09-17,29.049999,29.280001,28.430000,28.860001,28.860001,30592300
2018-09-18,28.840000,29.629999,28.750000,29.219999,29.219999,15856800
2018-09-19,29.150000,29.559999,28.820000,29.520000,29.520000,16023500
2018-09-20,29.700001,30.020000,29.240000,29.850000,29.850000,15373600
2018-09-21,29.860001,29.950001,28.490000,28.500000,28.500000,43122600
2018-09-24,28.330000,29.120001,27.930000,28.600000,28.600000,20249000
2018-09-25,28.750000,29.240000,28.440001,29.110001,29.110001,16130300
2018-09-26,29.200001,29.450001,28.799999,29.010000,29.010000,12742100
2018-09-27,29.059999,29.690001,28.879999,29.420000,29.420000,14830500
2018-09-28,29.250000,29.280001,28.410000,28.459999,28.459999,22719600
2018-10-01,28.510000,28.700001,28.000000,28.309999,28.309999,20538900
2018-10-02,28.139999,28.620001,27.910000,28.190001,28.190001,17714400
2018-10-03,28.379999,29.120001,28.250000,29.010000,29.010000,19358700
2018-10-04,28.750000,28.760000,27.870001,28.230000,28.230000,21120400
2018-10-05,28.340000,28.959999,27.969999,28.389999,28.389999,28996100
2018-10-08,28.209999,28.940001,27.719999,28.450001,28.450001,22114400
2018-10-09,28.700001,29.570000,28.340000,29.270000,29.270000,22749300
2018-10-10,29.120001,29.120001,26.760000,26.790001,26.790001,40399400
2018-10-11,26.350000,27.580000,26.190001,27.000000,27.000000,33065300
2018-10-12,28.090000,28.170000,27.260000,27.990000,27.990000,27127500
2018-10-15,27.850000,29.049999,27.590000,28.610001,28.610001,20225200
2018-10-16,29.100000,29.889999,28.840000,29.870001,29.870001,18443000
2018-10-17,29.950001,30.139999,28.959999,29.549999,29.549999,19379400
2018-10-18,29.400000,30.240000,28.980000,29.290001,29.290001,24174300
2018-10-19,29.330000,29.790001,28.680000,28.830000,28.830000,20112900
2018-10-22,29.049999,29.280001,28.309999,29.180000,29.180000,21719400
2018-10-23,28.480000,29.020000,28.070000,28.770000,28.770000,26503600
2018-10-24,28.850000,29.770000,27.309999,27.540001,27.540001,37910200
2018-10-25,31.320000,33.669998,30.760000,31.799999,31.799999,79251000
2018-10-26,31.200001,33.139999,30.940001,32.360001,32.360001,47747000
2018-10-29,32.459999,33.750000,31.620001,32.389999,32.389999,40899900
2018-10-30,31.770000,34.549999,31.299999,33.860001,33.860001,43678200
2018-10-31,34.369999,35.639999,34.349998,34.750000,34.750000,33063700
2018-11-01,34.599998,34.910000,33.820000,34.619999,34.619999,27498000
2018-11-02,34.869999,35.349998,33.849998,34.299999,34.299999,23994800
2018-11-05,34.259998,34.279999,33.369999,34.020000,34.020000,18214300
2018-11-06,33.959999,34.810001,33.840000,34.419998,34.419998,15508300
2018-11-07,34.750000,35.119999,34.380001,34.990002,34.990002,16802100
2018-11-08,34.880001,34.990002,33.869999,34.180000,34.180000,15146400
2018-11-09,33.750000,34.419998,33.389999,34.080002,34.080002,16034700
2018-11-12,34.000000,34.099998,31.780001,32.009998,32.009998,18147500
2018-11-13,32.240002,32.849998,31.469999,32.490002,32.490002,17206300
2018-11-14,32.889999,33.849998,32.750000,32.910000,32.910000,19448700
2018-11-15,32.790001,33.360001,32.619999,33.150002,33.150002,16824800
2018-11-16,32.830002,33.919998,32.599998,33.669998,33.669998,17904100
2018-11-19,33.560001,33.599998,31.840000,31.980000,31.980000,15745000
2018-11-20,29.969999,31.740000,29.940001,31.059999,31.059999,20927600
2018-11-21,31.670000,32.080002,31.100000,31.610001,31.610001,16466900
2018-11-23,31.299999,31.959999,31.110001,31.120001,31.120001,5813900
2018-11-26,31.600000,32.869999,31.520000,32.820000,32.820000,17096000
2018-11-27,32.439999,33.099998,32.360001,32.610001,32.610001,10727400
2018-11-28,33.000000,33.000000,31.719999,32.730000,32.730000,19073300
2018-11-29,32.459999,32.540001,29.870001,31.299999,31.299999,50505700
2018-11-30,31.150000,31.549999,30.110001,31.450001,31.450001,25833200
2018-12-03,32.240002,33.849998,32.209999,33.660000,33.660000,24027100
2018-12-04,33.279999,34.160000,32.500000,32.560001,32.560001,22472000
2018-12-06,32.459999,32.970001,31.110001,32.959999,32.959999,25922800
2018-12-07,32.840000,34.369999,32.669998,32.830002,32.830002,29497100
2018-12-10,32.730000,33.639999,32.259998,33.430000,33.430000,19971100
2018-12-11,34.130001,35.750000,33.880001,34.450001,34.450001,30118600
2018-12-12,34.970001,37.139999,34.849998,36.250000,36.250000,32608500
2018-12-13,36.400002,36.490002,35.299999,35.889999,35.889999,22831600
2018-12-14,35.250000,36.619999,35.049999,35.869999,35.869999,19528500
2018-12-17,35.680000,35.700001,33.200001,33.430000,33.430000,23880900
2018-12-18,33.630001,34.169998,33.080002,33.740002,33.740002,18885100
2018-12-19,33.709999,34.700001,32.660000,32.930000,32.930000,24784300
2018-12-20,32.590000,32.720001,28.510000,29.290001,29.290001,51983000
2018-12-21,29.309999,29.760000,27.040001,27.309999,27.309999,38714100
2018-12-24,26.549999,27.270000,26.260000,26.450001,26.450001,18208300
2018-12-26,27.000000,28.700001,26.799999,28.660000,28.660000,35529600
2018-12-27,28.139999,28.920000,27.260000,28.680000,28.680000,31987700
2018-12-28,28.930000,29.139999,27.840000,28.430000,28.430000,21820500
2018-12-31,28.600000,29.129999,28.340000,28.740000,28.740000,15975000
2019-01-02,28.260000,28.990000,27.870001,28.809999,28.809999,15053700
2019-01-03,28.379999,29.180000,27.940001,27.990000,27.990000,19031000
2019-01-04,28.389999,30.100000,28.309999,29.950001,29.950001,23412600
2019-01-07,30.200001,31.379999,29.770000,31.340000,31.340000,19917800
2019-01-08,31.700001,32.049999,30.910000,31.799999,31.799999,18915200
2019-01-09,31.799999,32.400002,31.540001,32.250000,32.250000,14554400
2019-01-10,33.080002,33.500000,32.259998,33.090000,33.090000,30504500
2019-01-11,32.849998,33.200001,32.430000,32.869999,32.869999,17732300
2019-01-14,32.380001,32.750000,32.119999,32.369999,32.369999,9523000
2019-01-15,32.509998,33.349998,32.450001,33.020000,33.020000,13548200
2019-01-16,33.099998,33.299999,32.439999,32.470001,32.470001,10130200
2019-01-17,32.470001,33.090000,32.389999,32.849998,32.849998,12059700
2019-01-18,33.049999,33.889999,32.770000,33.270000,33.270000,16776800
2019-01-22,32.970001,33.349998,31.930000,32.250000,32.250000,17780800
2019-01-23,32.259998,32.450001,30.719999,30.969999,30.969999,21084400
2019-01-24,30.940001,31.730000,30.910000,31.610001,31.610001,12470400
2019-01-25,31.990000,33.619999,31.980000,32.900002,32.900002,22513700
2019-01-28,32.650002,33.200001,32.119999,33.130001,33.130001,21750800
2019-01-29,33.330002,33.549999,31.459999,31.639999,31.639999,18849800
2019-01-30,32.040001,32.380001,31.420000,32.259998,32.259998,17142500
2019-01-31,33.070000,33.689999,32.790001,33.560001,33.560001,21211300
2019-02-01,33.560001,34.090000,32.959999,33.189999,33.189999,18816600
2019-02-04,33.340000,34.180000,33.240002,33.939999,33.939999,14244100
2019-02-05,34.290001,34.570000,33.919998,34.369999,34.369999,17610200
2019-02-06,35.049999,35.250000,33.750000,34.160000,34.160000,34058000
2019-02-07,31.170000,31.730000,30.309999,30.799999,30.799999,69764100
2019-02-08,30.469999,30.740000,29.420000,30.010000,30.010000,40669800
2019-02-11,30.170000,30.440001,29.660000,30.230000,30.230000,28838200
2019-02-12,30.440001,30.799999,30.230000,30.389999,30.389999,20315300
2019-02-13,30.570000,31.840000,30.549999,31.120001,31.120001,29683300
2019-02-14,30.860001,31.280001,30.600000,30.959999,30.959999,15321100
2019-02-15,31.200001,31.799999,30.969999,31.230000,31.230000,17591500
2019-02-19,31.230000,32.110001,31.150000,31.650000,31.650000,14391700
2019-02-20,31.709999,31.930000,31.209999,31.370001,31.370001,16871100
2019-02-21,31.360001,31.480000,30.600000,30.760000,30.760000,13944900
2019-02-22,30.809999,31.730000,30.809999,31.709999,31.709999,15413400
2019-02-25,31.990000,32.709999,31.879999,31.990000,31.990000,15061300
2019-02-26,31.889999,31.959999,30.990000,31.010000,31.010000,17519100
2019-02-27,30.950001,31.000000,29.900000,30.410000,30.410000,24639100
2019-02-28,30.250000,30.790001,30.010000,30.780001,30.780001,15242900
2019-03-01,31.170000,31.190001,30.280001,30.620001,30.620001,12360700
2019-03-04,30.780001,31.260000,30.070000,30.500000,30.500000,15920400
2019-03-05,30.500000,31.230000,30.389999,31.030001,31.030001,13073500
2019-03-06,30.940001,31.340000,30.590000,30.799999,30.799999,10938600
2019-03-07,30.760000,30.840000,30.010000,30.120001,30.120001,15770300
2019-03-08,29.639999,30.209999,29.410000,30.040001,30.040001,11964300
2019-03-11,30.240000,30.910000,30.240000,30.870001,30.870001,16013200
2019-03-12,31.150000,31.410000,30.889999,31.160000,31.160000,12324300
2019-03-13,31.309999,31.480000,31.040001,31.299999,31.299999,10201300
2019-03-14,31.280001,31.549999,30.940001,31.030001,31.030001,12090600
2019-03-15,31.040001,31.410000,30.709999,31.219999,31.219999,17522700
2019-03-18,31.250000,31.580000,30.840000,31.080000,31.080000,13172600
2019-03-19,31.150000,31.500000,30.879999,31.270000,31.270000,15557400
2019-03-20,31.240000,32.650002,31.160000,32.570000,32.570000,22373800
2019-03-21,32.310001,32.689999,32.029999,32.610001,32.610001,13346900
2019-03-22,32.500000,34.209999,32.340000,33.020000,33.020000,28034700
2019-03-25,32.830002,33.299999,32.279999,32.590000,32.590000,15272300
2019-03-26,32.980000,33.860001,32.919998,33.060001,33.060001,17252300
2019-03-27,32.930000,33.450001,31.950001,32.279999,32.279999,13669400
2019-03-28,32.290001,32.930000,31.730000,32.869999,32.869999,17750600
2019-03-29,33.099998,33.240002,32.470001,32.880001,32.880001,13529300
2019-04-01,33.160000,33.680000,32.700001,33.439999,33.439999,12499700
2019-04-02,33.439999,33.889999,33.230000,33.750000,33.750000,11638000
2019-04-03,34.000000,34.759998,33.810001,34.380001,34.380001,18041000
2019-04-04,34.700001,35.139999,33.900002,34.419998,34.419998,14604100
2019-04-05,34.549999,34.799999,34.369999,34.720001,34.720001,9571700
2019-04-08,34.790001,35.060001,34.509998,34.860001,34.860001,10655000
2019-04-09,34.840000,35.389999,34.810001,35.139999,35.139999,13889700
2019-04-10,35.259998,35.270000,34.509998,34.750000,34.750000,11648800
2019-04-11,34.750000,34.869999,34.410000,34.580002,34.580002,10982700
2019-04-12,34.669998,34.830002,34.110001,34.369999,34.369999,12713800
2019-04-15,34.380001,35.029999,34.340000,34.709999,34.709999,10248400
2019-04-16,34.840000,34.990002,34.230000,34.459999,34.459999,9396300
2019-04-17,34.730000,34.900002,34.200001,34.480000,34.480000,9023000
2019-04-18,34.669998,34.860001,34.320000,34.400002,34.400002,9806100
2019-04-22,34.400002,34.619999,33.820000,34.389999,34.389999,19704300
2019-04-23,36.930000,40.529999,36.910000,39.770000,39.770000,104262500
2019-04-24,39.860001,39.950001,38.799999,39.290001,39.290001,30266900
2019-04-25,39.259998,40.130001,38.189999,38.480000,38.480000,26044800
2019-04-26,38.590000,39.340000,38.180000,38.669998,38.669998,15270500
2019-04-29,38.630001,39.970001,38.630001,39.779999,39.779999,19680000
2019-04-30,39.790001,40.919998,39.650002,39.910000,39.910000,22912000
2019-05-01,40.000000,40.070000,39.259998,39.290001,39.290001,14962600
2019-05-02,39.240002,40.000000,38.840000,39.950001,39.950001,13419100
2019-05-03,40.480000,40.820000,39.959999,40.799999,40.799999,15577100
2019-05-06,39.689999,40.439999,39.450001,40.230000,40.230000,14517400
2019-05-07,39.900002,40.150002,38.119999,38.619999,38.619999,19283100
2019-05-08,38.450001,39.150002,38.330002,38.580002,38.580002,9168400
2019-05-09,38.110001,39.020000,37.820000,38.790001,38.790001,10010700
2019-05-10,38.680000,39.160000,37.860001,38.450001,38.450001,12259000
2019-05-13,37.500000,37.639999,36.369999,36.590000,36.590000,16829700
2019-05-14,37.040001,37.520000,36.599998,36.930000,36.930000,11125100
2019-05-15,36.669998,38.139999,36.639999,37.900002,37.900002,11523100
2019-05-16,38.110001,38.720001,38.049999,38.299999,38.299999,10104400
2019-05-17,37.830002,38.130001,37.470001,37.500000,37.500000,9090300
2019-05-20,37.119999,37.730000,36.919998,37.150002,37.150002,9411900
2019-05-21,37.470001,37.860001,37.330002,37.470001,37.470001,8861400
2019-05-22,37.410000,39.320000,37.240002,38.580002,38.580002,21093500
2019-05-23,38.150002,38.290001,36.799999,37.189999,37.189999,18096372
1 Date Open High Low Close Adj Close Volume
2 2018-05-23 32.700001 33.430000 32.599998 33.419998 33.419998 13407500
3 2018-05-24 33.439999 33.759998 33.119999 33.520000 33.520000 14491900
4 2018-05-25 33.540001 33.990002 33.310001 33.630001 33.630001 10424400
5 2018-05-29 33.419998 34.830002 33.349998 34.040001 34.040001 22086700
6 2018-05-30 34.200001 34.660000 34.080002 34.360001 34.360001 14588200
7 2018-05-31 34.389999 34.970001 34.250000 34.700001 34.700001 14433200
8 2018-06-01 35.139999 36.689999 35.090000 36.650002 36.650002 29583100
9 2018-06-04 36.450001 37.980000 35.950001 37.880001 37.880001 32632800
10 2018-06-05 39.529999 40.160000 39.189999 39.799999 39.799999 66122200
11 2018-06-06 39.419998 40.230000 39.209999 40.099998 40.099998 147805700
12 2018-06-07 40.139999 40.160000 38.639999 39.700001 39.700001 41573400
13 2018-06-08 39.490002 41.259998 39.419998 41.209999 41.209999 34538900
14 2018-06-11 41.419998 41.689999 40.660000 41.419998 41.419998 24605300
15 2018-06-12 42.470001 44.330002 42.410000 43.490002 43.490002 51155000
16 2018-06-13 44.240002 44.549999 43.419998 44.070000 44.070000 35169200
17 2018-06-14 44.549999 46.799999 44.500000 46.759998 46.759998 50949100
18 2018-06-15 46.619999 47.790001 45.639999 45.799999 45.799999 51489600
19 2018-06-18 45.340000 46.259998 44.500000 46.000000 46.000000 26025600
20 2018-06-19 45.189999 45.709999 43.570000 44.950001 44.950001 39252000
21 2018-06-20 45.560001 46.919998 45.439999 46.130001 46.130001 31230200
22 2018-06-21 46.360001 46.869999 44.200001 45.240002 45.240002 32200300
23 2018-06-22 45.580002 46.009998 44.500000 45.880001 45.880001 28628900
24 2018-06-25 45.470001 45.520000 43.330002 44.169998 44.169998 31379300
25 2018-06-26 44.360001 45.320000 43.509998 44.840000 44.840000 20194100
26 2018-06-27 45.500000 46.220001 43.680000 43.700001 43.700001 25875500
27 2018-06-28 43.650002 44.840000 42.490002 44.790001 44.790001 18911200
28 2018-06-29 45.049999 45.200001 43.560001 43.669998 43.669998 24392900
29 2018-07-02 43.060001 45.000000 42.750000 44.980000 44.980000 16703600
30 2018-07-03 45.360001 45.480000 43.799999 43.889999 43.889999 14237500
31 2018-07-05 44.070000 45.110001 43.549999 45.060001 45.060001 16172000
32 2018-07-06 44.910000 46.750000 44.610001 46.650002 46.650002 23740700
33 2018-07-09 46.740002 46.900002 42.080002 44.139999 44.139999 107582400
34 2018-07-10 44.200001 45.259998 43.630001 43.750000 43.750000 38467400
35 2018-07-11 42.630001 44.099998 42.220001 43.869999 43.869999 35100100
36 2018-07-12 44.799999 45.340000 44.360001 45.259998 45.259998 27078500
37 2018-07-13 45.279999 45.320000 43.930000 44.490002 44.490002 16426700
38 2018-07-16 44.299999 44.730000 43.910000 44.259998 44.259998 13012800
39 2018-07-17 43.590000 45.259998 43.150002 44.709999 44.709999 20122300
40 2018-07-18 44.189999 44.750000 42.740002 43.340000 43.340000 26536800
41 2018-07-19 43.270000 43.869999 43.110001 43.439999 43.439999 13366800
42 2018-07-20 43.500000 44.130001 43.230000 43.419998 43.419998 10437700
43 2018-07-23 43.450001 43.849998 42.400002 43.310001 43.310001 15251200
44 2018-07-24 43.770000 43.799999 41.590000 42.169998 42.169998 22433900
45 2018-07-25 42.349998 44.389999 42.349998 44.220001 44.220001 25140700
46 2018-07-26 42.869999 43.410000 42.139999 42.939999 42.939999 30018700
47 2018-07-27 37.250000 37.470001 33.900002 34.119999 34.119999 122752800
48 2018-07-30 34.169998 34.259998 31.070000 31.379999 31.379999 77852400
49 2018-07-31 31.950001 32.480000 31.070000 31.870001 31.870001 64392200
50 2018-08-01 32.250000 32.590000 31.459999 31.910000 31.910000 33231700
51 2018-08-02 31.580000 32.869999 31.340000 32.820000 32.820000 27088000
52 2018-08-03 32.580002 32.990002 31.799999 31.959999 31.959999 26317000
53 2018-08-06 31.820000 33.040001 31.450001 32.980000 32.980000 27512400
54 2018-08-07 33.099998 33.610001 32.549999 32.669998 32.669998 24635600
55 2018-08-08 32.750000 32.779999 31.809999 31.840000 31.840000 22539400
56 2018-08-09 31.850000 32.380001 31.610001 31.959999 31.959999 17637600
57 2018-08-10 31.650000 32.250000 31.469999 32.009998 32.009998 16073900
58 2018-08-13 32.040001 33.619999 32.020000 32.799999 32.799999 44134600
59 2018-08-14 33.400002 33.430000 32.520000 33.189999 33.189999 26442600
60 2018-08-15 32.810001 33.230000 31.950001 32.380001 32.380001 26433400
61 2018-08-16 32.700001 33.150002 32.419998 32.830002 32.830002 20873200
62 2018-08-17 32.740002 33.090000 32.340000 32.730000 32.730000 14874600
63 2018-08-20 32.790001 32.939999 32.200001 32.599998 32.599998 16535700
64 2018-08-21 32.750000 34.139999 32.599998 33.689999 33.689999 29575700
65 2018-08-22 33.450001 34.169998 33.349998 33.810001 33.810001 18576300
66 2018-08-23 33.900002 34.740002 33.720001 33.880001 33.880001 25746300
67 2018-08-24 34.000000 34.490002 33.930000 34.279999 34.279999 15214000
68 2018-08-27 34.660000 36.000000 34.480000 35.889999 35.889999 28306300
69 2018-08-28 35.980000 36.040001 34.889999 35.490002 35.490002 22281600
70 2018-08-29 35.410000 35.599998 34.810001 35.349998 35.349998 17697200
71 2018-08-30 35.270000 36.150002 35.209999 35.639999 35.639999 19217200
72 2018-08-31 35.570000 35.720001 34.590000 35.180000 35.180000 19073900
73 2018-09-04 34.750000 35.130001 34.480000 34.840000 34.840000 13567600
74 2018-09-05 34.650002 34.700001 32.509998 32.730000 32.730000 36051100
75 2018-09-06 32.860001 32.950001 30.620001 30.809999 30.809999 36023600
76 2018-09-07 30.309999 31.389999 29.820000 30.490000 30.490000 31484200
77 2018-09-10 30.500000 30.600000 29.950001 30.540001 30.540001 17805800
78 2018-09-11 30.440001 31.440001 30.350000 30.889999 30.889999 16000100
79 2018-09-12 30.610001 30.830000 29.250000 29.750000 29.750000 29845200
80 2018-09-13 30.100000 30.570000 29.860001 30.389999 30.389999 18522500
81 2018-09-14 30.450001 30.770000 30.059999 30.120001 30.120001 13474700
82 2018-09-17 29.049999 29.280001 28.430000 28.860001 28.860001 30592300
83 2018-09-18 28.840000 29.629999 28.750000 29.219999 29.219999 15856800
84 2018-09-19 29.150000 29.559999 28.820000 29.520000 29.520000 16023500
85 2018-09-20 29.700001 30.020000 29.240000 29.850000 29.850000 15373600
86 2018-09-21 29.860001 29.950001 28.490000 28.500000 28.500000 43122600
87 2018-09-24 28.330000 29.120001 27.930000 28.600000 28.600000 20249000
88 2018-09-25 28.750000 29.240000 28.440001 29.110001 29.110001 16130300
89 2018-09-26 29.200001 29.450001 28.799999 29.010000 29.010000 12742100
90 2018-09-27 29.059999 29.690001 28.879999 29.420000 29.420000 14830500
91 2018-09-28 29.250000 29.280001 28.410000 28.459999 28.459999 22719600
92 2018-10-01 28.510000 28.700001 28.000000 28.309999 28.309999 20538900
93 2018-10-02 28.139999 28.620001 27.910000 28.190001 28.190001 17714400
94 2018-10-03 28.379999 29.120001 28.250000 29.010000 29.010000 19358700
95 2018-10-04 28.750000 28.760000 27.870001 28.230000 28.230000 21120400
96 2018-10-05 28.340000 28.959999 27.969999 28.389999 28.389999 28996100
97 2018-10-08 28.209999 28.940001 27.719999 28.450001 28.450001 22114400
98 2018-10-09 28.700001 29.570000 28.340000 29.270000 29.270000 22749300
99 2018-10-10 29.120001 29.120001 26.760000 26.790001 26.790001 40399400
100 2018-10-11 26.350000 27.580000 26.190001 27.000000 27.000000 33065300
101 2018-10-12 28.090000 28.170000 27.260000 27.990000 27.990000 27127500
102 2018-10-15 27.850000 29.049999 27.590000 28.610001 28.610001 20225200
103 2018-10-16 29.100000 29.889999 28.840000 29.870001 29.870001 18443000
104 2018-10-17 29.950001 30.139999 28.959999 29.549999 29.549999 19379400
105 2018-10-18 29.400000 30.240000 28.980000 29.290001 29.290001 24174300
106 2018-10-19 29.330000 29.790001 28.680000 28.830000 28.830000 20112900
107 2018-10-22 29.049999 29.280001 28.309999 29.180000 29.180000 21719400
108 2018-10-23 28.480000 29.020000 28.070000 28.770000 28.770000 26503600
109 2018-10-24 28.850000 29.770000 27.309999 27.540001 27.540001 37910200
110 2018-10-25 31.320000 33.669998 30.760000 31.799999 31.799999 79251000
111 2018-10-26 31.200001 33.139999 30.940001 32.360001 32.360001 47747000
112 2018-10-29 32.459999 33.750000 31.620001 32.389999 32.389999 40899900
113 2018-10-30 31.770000 34.549999 31.299999 33.860001 33.860001 43678200
114 2018-10-31 34.369999 35.639999 34.349998 34.750000 34.750000 33063700
115 2018-11-01 34.599998 34.910000 33.820000 34.619999 34.619999 27498000
116 2018-11-02 34.869999 35.349998 33.849998 34.299999 34.299999 23994800
117 2018-11-05 34.259998 34.279999 33.369999 34.020000 34.020000 18214300
118 2018-11-06 33.959999 34.810001 33.840000 34.419998 34.419998 15508300
119 2018-11-07 34.750000 35.119999 34.380001 34.990002 34.990002 16802100
120 2018-11-08 34.880001 34.990002 33.869999 34.180000 34.180000 15146400
121 2018-11-09 33.750000 34.419998 33.389999 34.080002 34.080002 16034700
122 2018-11-12 34.000000 34.099998 31.780001 32.009998 32.009998 18147500
123 2018-11-13 32.240002 32.849998 31.469999 32.490002 32.490002 17206300
124 2018-11-14 32.889999 33.849998 32.750000 32.910000 32.910000 19448700
125 2018-11-15 32.790001 33.360001 32.619999 33.150002 33.150002 16824800
126 2018-11-16 32.830002 33.919998 32.599998 33.669998 33.669998 17904100
127 2018-11-19 33.560001 33.599998 31.840000 31.980000 31.980000 15745000
128 2018-11-20 29.969999 31.740000 29.940001 31.059999 31.059999 20927600
129 2018-11-21 31.670000 32.080002 31.100000 31.610001 31.610001 16466900
130 2018-11-23 31.299999 31.959999 31.110001 31.120001 31.120001 5813900
131 2018-11-26 31.600000 32.869999 31.520000 32.820000 32.820000 17096000
132 2018-11-27 32.439999 33.099998 32.360001 32.610001 32.610001 10727400
133 2018-11-28 33.000000 33.000000 31.719999 32.730000 32.730000 19073300
134 2018-11-29 32.459999 32.540001 29.870001 31.299999 31.299999 50505700
135 2018-11-30 31.150000 31.549999 30.110001 31.450001 31.450001 25833200
136 2018-12-03 32.240002 33.849998 32.209999 33.660000 33.660000 24027100
137 2018-12-04 33.279999 34.160000 32.500000 32.560001 32.560001 22472000
138 2018-12-06 32.459999 32.970001 31.110001 32.959999 32.959999 25922800
139 2018-12-07 32.840000 34.369999 32.669998 32.830002 32.830002 29497100
140 2018-12-10 32.730000 33.639999 32.259998 33.430000 33.430000 19971100
141 2018-12-11 34.130001 35.750000 33.880001 34.450001 34.450001 30118600
142 2018-12-12 34.970001 37.139999 34.849998 36.250000 36.250000 32608500
143 2018-12-13 36.400002 36.490002 35.299999 35.889999 35.889999 22831600
144 2018-12-14 35.250000 36.619999 35.049999 35.869999 35.869999 19528500
145 2018-12-17 35.680000 35.700001 33.200001 33.430000 33.430000 23880900
146 2018-12-18 33.630001 34.169998 33.080002 33.740002 33.740002 18885100
147 2018-12-19 33.709999 34.700001 32.660000 32.930000 32.930000 24784300
148 2018-12-20 32.590000 32.720001 28.510000 29.290001 29.290001 51983000
149 2018-12-21 29.309999 29.760000 27.040001 27.309999 27.309999 38714100
150 2018-12-24 26.549999 27.270000 26.260000 26.450001 26.450001 18208300
151 2018-12-26 27.000000 28.700001 26.799999 28.660000 28.660000 35529600
152 2018-12-27 28.139999 28.920000 27.260000 28.680000 28.680000 31987700
153 2018-12-28 28.930000 29.139999 27.840000 28.430000 28.430000 21820500
154 2018-12-31 28.600000 29.129999 28.340000 28.740000 28.740000 15975000
155 2019-01-02 28.260000 28.990000 27.870001 28.809999 28.809999 15053700
156 2019-01-03 28.379999 29.180000 27.940001 27.990000 27.990000 19031000
157 2019-01-04 28.389999 30.100000 28.309999 29.950001 29.950001 23412600
158 2019-01-07 30.200001 31.379999 29.770000 31.340000 31.340000 19917800
159 2019-01-08 31.700001 32.049999 30.910000 31.799999 31.799999 18915200
160 2019-01-09 31.799999 32.400002 31.540001 32.250000 32.250000 14554400
161 2019-01-10 33.080002 33.500000 32.259998 33.090000 33.090000 30504500
162 2019-01-11 32.849998 33.200001 32.430000 32.869999 32.869999 17732300
163 2019-01-14 32.380001 32.750000 32.119999 32.369999 32.369999 9523000
164 2019-01-15 32.509998 33.349998 32.450001 33.020000 33.020000 13548200
165 2019-01-16 33.099998 33.299999 32.439999 32.470001 32.470001 10130200
166 2019-01-17 32.470001 33.090000 32.389999 32.849998 32.849998 12059700
167 2019-01-18 33.049999 33.889999 32.770000 33.270000 33.270000 16776800
168 2019-01-22 32.970001 33.349998 31.930000 32.250000 32.250000 17780800
169 2019-01-23 32.259998 32.450001 30.719999 30.969999 30.969999 21084400
170 2019-01-24 30.940001 31.730000 30.910000 31.610001 31.610001 12470400
171 2019-01-25 31.990000 33.619999 31.980000 32.900002 32.900002 22513700
172 2019-01-28 32.650002 33.200001 32.119999 33.130001 33.130001 21750800
173 2019-01-29 33.330002 33.549999 31.459999 31.639999 31.639999 18849800
174 2019-01-30 32.040001 32.380001 31.420000 32.259998 32.259998 17142500
175 2019-01-31 33.070000 33.689999 32.790001 33.560001 33.560001 21211300
176 2019-02-01 33.560001 34.090000 32.959999 33.189999 33.189999 18816600
177 2019-02-04 33.340000 34.180000 33.240002 33.939999 33.939999 14244100
178 2019-02-05 34.290001 34.570000 33.919998 34.369999 34.369999 17610200
179 2019-02-06 35.049999 35.250000 33.750000 34.160000 34.160000 34058000
180 2019-02-07 31.170000 31.730000 30.309999 30.799999 30.799999 69764100
181 2019-02-08 30.469999 30.740000 29.420000 30.010000 30.010000 40669800
182 2019-02-11 30.170000 30.440001 29.660000 30.230000 30.230000 28838200
183 2019-02-12 30.440001 30.799999 30.230000 30.389999 30.389999 20315300
184 2019-02-13 30.570000 31.840000 30.549999 31.120001 31.120001 29683300
185 2019-02-14 30.860001 31.280001 30.600000 30.959999 30.959999 15321100
186 2019-02-15 31.200001 31.799999 30.969999 31.230000 31.230000 17591500
187 2019-02-19 31.230000 32.110001 31.150000 31.650000 31.650000 14391700
188 2019-02-20 31.709999 31.930000 31.209999 31.370001 31.370001 16871100
189 2019-02-21 31.360001 31.480000 30.600000 30.760000 30.760000 13944900
190 2019-02-22 30.809999 31.730000 30.809999 31.709999 31.709999 15413400
191 2019-02-25 31.990000 32.709999 31.879999 31.990000 31.990000 15061300
192 2019-02-26 31.889999 31.959999 30.990000 31.010000 31.010000 17519100
193 2019-02-27 30.950001 31.000000 29.900000 30.410000 30.410000 24639100
194 2019-02-28 30.250000 30.790001 30.010000 30.780001 30.780001 15242900
195 2019-03-01 31.170000 31.190001 30.280001 30.620001 30.620001 12360700
196 2019-03-04 30.780001 31.260000 30.070000 30.500000 30.500000 15920400
197 2019-03-05 30.500000 31.230000 30.389999 31.030001 31.030001 13073500
198 2019-03-06 30.940001 31.340000 30.590000 30.799999 30.799999 10938600
199 2019-03-07 30.760000 30.840000 30.010000 30.120001 30.120001 15770300
200 2019-03-08 29.639999 30.209999 29.410000 30.040001 30.040001 11964300
201 2019-03-11 30.240000 30.910000 30.240000 30.870001 30.870001 16013200
202 2019-03-12 31.150000 31.410000 30.889999 31.160000 31.160000 12324300
203 2019-03-13 31.309999 31.480000 31.040001 31.299999 31.299999 10201300
204 2019-03-14 31.280001 31.549999 30.940001 31.030001 31.030001 12090600
205 2019-03-15 31.040001 31.410000 30.709999 31.219999 31.219999 17522700
206 2019-03-18 31.250000 31.580000 30.840000 31.080000 31.080000 13172600
207 2019-03-19 31.150000 31.500000 30.879999 31.270000 31.270000 15557400
208 2019-03-20 31.240000 32.650002 31.160000 32.570000 32.570000 22373800
209 2019-03-21 32.310001 32.689999 32.029999 32.610001 32.610001 13346900
210 2019-03-22 32.500000 34.209999 32.340000 33.020000 33.020000 28034700
211 2019-03-25 32.830002 33.299999 32.279999 32.590000 32.590000 15272300
212 2019-03-26 32.980000 33.860001 32.919998 33.060001 33.060001 17252300
213 2019-03-27 32.930000 33.450001 31.950001 32.279999 32.279999 13669400
214 2019-03-28 32.290001 32.930000 31.730000 32.869999 32.869999 17750600
215 2019-03-29 33.099998 33.240002 32.470001 32.880001 32.880001 13529300
216 2019-04-01 33.160000 33.680000 32.700001 33.439999 33.439999 12499700
217 2019-04-02 33.439999 33.889999 33.230000 33.750000 33.750000 11638000
218 2019-04-03 34.000000 34.759998 33.810001 34.380001 34.380001 18041000
219 2019-04-04 34.700001 35.139999 33.900002 34.419998 34.419998 14604100
220 2019-04-05 34.549999 34.799999 34.369999 34.720001 34.720001 9571700
221 2019-04-08 34.790001 35.060001 34.509998 34.860001 34.860001 10655000
222 2019-04-09 34.840000 35.389999 34.810001 35.139999 35.139999 13889700
223 2019-04-10 35.259998 35.270000 34.509998 34.750000 34.750000 11648800
224 2019-04-11 34.750000 34.869999 34.410000 34.580002 34.580002 10982700
225 2019-04-12 34.669998 34.830002 34.110001 34.369999 34.369999 12713800
226 2019-04-15 34.380001 35.029999 34.340000 34.709999 34.709999 10248400
227 2019-04-16 34.840000 34.990002 34.230000 34.459999 34.459999 9396300
228 2019-04-17 34.730000 34.900002 34.200001 34.480000 34.480000 9023000
229 2019-04-18 34.669998 34.860001 34.320000 34.400002 34.400002 9806100
230 2019-04-22 34.400002 34.619999 33.820000 34.389999 34.389999 19704300
231 2019-04-23 36.930000 40.529999 36.910000 39.770000 39.770000 104262500
232 2019-04-24 39.860001 39.950001 38.799999 39.290001 39.290001 30266900
233 2019-04-25 39.259998 40.130001 38.189999 38.480000 38.480000 26044800
234 2019-04-26 38.590000 39.340000 38.180000 38.669998 38.669998 15270500
235 2019-04-29 38.630001 39.970001 38.630001 39.779999 39.779999 19680000
236 2019-04-30 39.790001 40.919998 39.650002 39.910000 39.910000 22912000
237 2019-05-01 40.000000 40.070000 39.259998 39.290001 39.290001 14962600
238 2019-05-02 39.240002 40.000000 38.840000 39.950001 39.950001 13419100
239 2019-05-03 40.480000 40.820000 39.959999 40.799999 40.799999 15577100
240 2019-05-06 39.689999 40.439999 39.450001 40.230000 40.230000 14517400
241 2019-05-07 39.900002 40.150002 38.119999 38.619999 38.619999 19283100
242 2019-05-08 38.450001 39.150002 38.330002 38.580002 38.580002 9168400
243 2019-05-09 38.110001 39.020000 37.820000 38.790001 38.790001 10010700
244 2019-05-10 38.680000 39.160000 37.860001 38.450001 38.450001 12259000
245 2019-05-13 37.500000 37.639999 36.369999 36.590000 36.590000 16829700
246 2019-05-14 37.040001 37.520000 36.599998 36.930000 36.930000 11125100
247 2019-05-15 36.669998 38.139999 36.639999 37.900002 37.900002 11523100
248 2019-05-16 38.110001 38.720001 38.049999 38.299999 38.299999 10104400
249 2019-05-17 37.830002 38.130001 37.470001 37.500000 37.500000 9090300
250 2019-05-20 37.119999 37.730000 36.919998 37.150002 37.150002 9411900
251 2019-05-21 37.470001 37.860001 37.330002 37.470001 37.470001 8861400
252 2019-05-22 37.410000 39.320000 37.240002 38.580002 38.580002 21093500
253 2019-05-23 38.150002 38.290001 36.799999 37.189999 37.189999 18096372