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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/SINA.csv Normal file
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Date,Open,High,Low,Close,Adj Close,Volume
2018-05-23,89.540001,92.650002,89.339996,90.220001,90.220001,846200
2018-05-24,91.160004,92.150002,90.120003,90.620003,90.620003,819100
2018-05-25,91.150002,91.690002,90.709999,90.949997,90.949997,550900
2018-05-29,90.389999,91.870003,88.589996,89.989998,89.989998,1271300
2018-05-30,90.300003,90.730003,89.620003,89.970001,89.970001,883600
2018-05-31,90.330002,91.389999,90.150002,90.820000,90.820000,1300400
2018-06-01,91.129997,92.690002,90.820000,92.239998,92.239998,713700
2018-06-04,92.510002,93.660004,92.510002,93.330002,93.330002,843900
2018-06-05,93.779999,94.620003,93.339996,94.430000,94.430000,1115800
2018-06-06,94.760002,94.769997,91.900002,92.389999,92.389999,924100
2018-06-07,92.870003,93.629997,91.750000,93.209999,93.209999,604400
2018-06-08,92.720001,95.440002,92.360001,94.980003,94.980003,927800
2018-06-11,95.260002,95.790001,92.529999,93.099998,93.099998,781900
2018-06-12,93.709999,95.430000,93.709999,94.150002,94.150002,710900
2018-06-13,94.790001,95.459999,94.190002,94.639999,94.639999,628300
2018-06-14,94.570000,96.709999,93.269997,96.260002,96.260002,568300
2018-06-15,95.790001,95.790001,94.360001,94.580002,94.580002,658400
2018-06-18,93.669998,93.669998,91.809998,92.150002,92.150002,805700
2018-06-19,90.040001,90.470001,88.309998,89.139999,89.139999,1323600
2018-06-20,89.989998,90.580002,89.110001,90.019997,90.019997,799500
2018-06-21,89.779999,89.779999,87.839996,88.000000,88.000000,1123000
2018-06-22,89.279999,89.290001,87.300003,88.809998,88.809998,998400
2018-06-25,87.230003,87.489998,85.029999,85.309998,85.309998,1093400
2018-06-26,85.629997,86.019997,84.529999,85.330002,85.330002,942900
2018-06-27,85.449997,85.970001,81.449997,81.580002,81.580002,1168700
2018-06-28,80.500000,83.779999,79.690002,83.129997,83.129997,1271100
2018-06-29,83.809998,85.269997,83.500000,84.690002,84.690002,1035500
2018-07-02,83.150002,84.180000,82.160004,83.989998,83.989998,799400
2018-07-03,85.209999,85.290001,83.459999,83.790001,83.790001,470200
2018-07-05,83.790001,84.290001,81.919998,83.059998,83.059998,918300
2018-07-06,83.000000,84.470001,82.169998,84.300003,84.300003,626200
2018-07-09,85.029999,85.860001,83.720001,84.919998,84.919998,401900
2018-07-10,85.220001,85.220001,84.199997,84.680000,84.680000,656700
2018-07-11,83.599998,84.900002,83.180000,83.570000,83.570000,467800
2018-07-12,84.500000,84.839996,83.750000,84.500000,84.500000,497400
2018-07-13,84.279999,84.940002,83.580002,84.070000,84.070000,285500
2018-07-16,83.919998,84.300003,83.230003,83.949997,83.949997,632300
2018-07-17,83.360001,85.339996,83.220001,84.870003,84.870003,477300
2018-07-18,84.889999,85.440002,83.470001,83.989998,83.989998,387600
2018-07-19,83.570000,84.209999,82.589996,82.940002,82.940002,488100
2018-07-20,83.599998,84.480003,82.980003,83.260002,83.260002,392100
2018-07-23,83.260002,83.589996,82.459999,83.110001,83.110001,510800
2018-07-24,84.110001,85.400002,82.769997,83.110001,83.110001,701100
2018-07-25,83.500000,84.669998,83.150002,84.660004,84.660004,786000
2018-07-26,83.629997,84.989998,83.400002,84.230003,84.230003,524300
2018-07-27,84.120003,84.489998,82.930000,83.510002,83.510002,1004600
2018-07-30,83.220001,83.220001,80.000000,80.690002,80.690002,1320800
2018-07-31,80.559998,80.709999,79.620003,80.480003,80.480003,1054000
2018-08-01,79.510002,81.900002,79.510002,80.260002,80.260002,635400
2018-08-02,79.320000,80.070000,78.709999,79.900002,79.900002,474000
2018-08-03,80.050003,80.370003,79.309998,79.620003,79.620003,382400
2018-08-06,79.110001,80.459999,79.080002,79.989998,79.989998,585600
2018-08-07,80.809998,81.199997,79.239998,80.529999,80.529999,1024700
2018-08-08,85.000000,85.050003,74.360001,74.879997,74.879997,3154700
2018-08-09,75.489998,76.209999,74.790001,75.059998,75.059998,1381600
2018-08-10,75.489998,75.489998,73.529999,74.730003,74.730003,1671000
2018-08-13,74.919998,75.279999,71.029999,71.300003,71.300003,1363900
2018-08-14,71.070000,71.839996,69.599998,70.190002,70.190002,945500
2018-08-15,68.000000,69.150002,67.470001,68.709999,68.709999,1542200
2018-08-16,69.470001,69.839996,68.379997,68.430000,68.430000,989200
2018-08-17,68.209999,69.230003,67.760002,69.010002,69.010002,756600
2018-08-20,69.500000,70.790001,69.500000,70.389999,70.389999,566200
2018-08-21,70.919998,71.669998,69.919998,70.290001,70.290001,775700
2018-08-22,70.489998,71.400002,70.080002,70.889999,70.889999,587700
2018-08-23,71.260002,71.930000,69.339996,69.510002,69.510002,909800
2018-08-24,70.260002,70.489998,69.570000,69.849998,69.849998,302000
2018-08-27,70.709999,72.360001,70.709999,71.589996,71.589996,465600
2018-08-28,72.339996,72.940002,71.010002,72.070000,72.070000,711800
2018-08-29,72.410004,72.870003,71.070000,72.000000,72.000000,579200
2018-08-30,71.330002,71.610001,69.160004,69.650002,69.650002,646800
2018-08-31,69.660004,71.500000,69.500000,70.959999,70.959999,570800
2018-09-04,70.250000,70.570000,69.120003,70.370003,70.370003,754200
2018-09-05,69.559998,69.690002,66.120003,66.779999,66.779999,1126100
2018-09-06,67.000000,67.800003,66.110001,66.720001,66.720001,584800
2018-09-07,66.000000,68.169998,65.580002,65.769997,65.769997,823900
2018-09-10,65.870003,65.959999,64.309998,65.139999,65.139999,758500
2018-09-11,64.050003,65.879997,63.220001,64.519997,64.519997,801400
2018-09-12,64.500000,65.930000,63.200001,65.360001,65.360001,656500
2018-09-13,66.209999,67.790001,66.209999,66.809998,66.809998,808000
2018-09-14,67.309998,67.480003,65.540001,66.110001,66.110001,490700
2018-09-17,65.360001,66.580002,64.639999,64.809998,64.809998,519900
2018-09-18,64.919998,66.220001,64.220001,65.720001,65.720001,593200
2018-09-19,66.139999,69.029999,66.089996,68.239998,68.239998,814700
2018-09-20,68.940002,70.959999,68.800003,70.599998,70.599998,945700
2018-09-21,72.000000,72.379997,70.180000,70.360001,70.360001,650400
2018-09-24,69.220001,69.400002,68.000000,68.540001,68.540001,557100
2018-09-25,68.339996,69.300003,68.209999,68.889999,68.889999,350800
2018-09-26,68.910004,71.150002,68.910004,70.059998,70.059998,627200
2018-09-27,70.510002,70.519997,68.739998,69.720001,69.720001,394200
2018-09-28,69.239998,70.489998,68.750000,69.480003,69.480003,716300
2018-10-01,69.559998,71.029999,69.559998,70.129997,70.129997,469300
2018-10-02,69.129997,69.519997,66.610001,67.180000,67.180000,817800
2018-10-03,67.690002,68.040001,67.279999,67.559998,67.559998,462100
2018-10-04,67.220001,67.220001,64.099998,65.040001,65.040001,951900
2018-10-05,65.120003,65.120003,62.610001,64.250000,64.250000,1339100
2018-10-08,62.500000,65.050003,61.810001,64.150002,64.150002,1159800
2018-10-09,63.939999,64.360001,62.270000,62.639999,62.639999,1440000
2018-10-10,62.099998,62.130001,59.110001,59.180000,59.180000,1613600
2018-10-11,58.400002,59.799999,57.849998,59.009998,59.009998,1689400
2018-10-12,60.660000,62.689999,60.520000,62.500000,62.500000,909700
2018-10-15,61.029999,63.279999,61.029999,62.419998,62.419998,617900
2018-10-16,62.500000,63.900002,62.299999,63.840000,63.840000,529100
2018-10-17,63.910000,64.410004,62.119999,63.000000,63.000000,721300
2018-10-18,62.439999,62.439999,60.560001,60.709999,60.709999,811400
2018-10-19,62.320000,62.910000,59.540001,59.849998,59.849998,462200
2018-10-22,61.709999,63.639999,61.070000,62.270000,62.270000,794700
2018-10-23,60.090000,62.220001,58.990002,61.299999,61.299999,661100
2018-10-24,61.049999,61.509998,58.189999,58.209999,58.209999,900200
2018-10-25,58.840000,60.200001,57.639999,59.650002,59.650002,612000
2018-10-26,57.959999,61.950001,57.689999,61.369999,61.369999,626000
2018-10-29,61.910000,61.910000,58.189999,59.049999,59.049999,713700
2018-10-30,58.650002,59.470001,56.669998,58.799999,58.799999,873300
2018-10-31,59.660000,63.439999,58.779999,63.310001,63.310001,829500
2018-11-01,63.330002,68.059998,62.419998,67.360001,67.360001,1081700
2018-11-02,67.760002,68.959999,65.870003,66.230003,66.230003,956100
2018-11-05,64.919998,65.760002,64.010002,65.120003,65.120003,1091800
2018-11-06,64.839996,67.870003,64.309998,65.750000,65.750000,1109700
2018-11-07,65.750000,66.580002,64.489998,65.410004,65.410004,396700
2018-11-08,64.620003,64.870003,63.009998,64.230003,64.230003,699100
2018-11-09,63.250000,63.250000,60.689999,61.820000,61.820000,618200
2018-11-12,61.680000,62.009998,60.110001,61.099998,61.099998,524500
2018-11-13,61.750000,62.900002,60.840000,61.669998,61.669998,573800
2018-11-14,62.400002,64.330002,61.299999,62.220001,62.220001,798800
2018-11-15,62.910000,65.900002,62.299999,64.949997,64.949997,762900
2018-11-16,64.209999,65.230003,62.790001,64.959999,64.959999,455400
2018-11-19,63.549999,63.939999,60.500000,60.840000,60.840000,888700
2018-11-20,59.020000,60.840000,57.840000,59.939999,59.939999,728200
2018-11-21,61.419998,63.119999,61.360001,62.369999,62.369999,1008800
2018-11-23,61.299999,62.080002,60.549999,60.740002,60.740002,280800
2018-11-26,61.549999,63.250000,61.250000,62.450001,62.450001,908600
2018-11-27,62.049999,62.450001,61.000000,61.900002,61.900002,749100
2018-11-28,64.849998,66.800003,60.299999,63.009998,63.009998,1872200
2018-11-29,62.279999,63.320000,61.529999,62.599998,62.599998,813000
2018-11-30,62.380001,65.330002,61.799999,64.769997,64.769997,652600
2018-12-03,67.720001,68.610001,66.949997,67.000000,67.000000,630800
2018-12-04,67.309998,68.199997,65.250000,65.489998,65.489998,854000
2018-12-06,63.209999,64.940002,62.630001,64.320000,64.320000,745800
2018-12-07,64.099998,65.419998,63.040001,63.220001,63.220001,463800
2018-12-10,62.900002,64.320000,62.150002,62.820000,62.820000,521200
2018-12-11,63.889999,65.430000,62.720001,62.770000,62.770000,618900
2018-12-12,64.169998,65.470001,63.279999,64.440002,64.440002,604000
2018-12-13,65.050003,65.500000,61.939999,61.990002,61.990002,543100
2018-12-14,61.070000,63.779999,60.470001,62.130001,62.130001,975800
2018-12-17,62.139999,62.139999,59.340000,59.619999,59.619999,827500
2018-12-18,60.099998,60.820000,58.770000,58.810001,58.810001,535000
2018-12-19,58.770000,59.759998,55.189999,55.439999,55.439999,784400
2018-12-20,55.340000,56.270000,53.560001,54.310001,54.310001,878500
2018-12-21,54.209999,55.720001,53.000000,53.270000,53.270000,869000
2018-12-24,52.889999,54.599998,52.169998,53.660000,53.660000,391800
2018-12-26,54.040001,55.139999,52.450001,55.080002,55.080002,631300
2018-12-27,53.869999,54.590000,52.639999,54.169998,54.169998,1189400
2018-12-28,54.450001,55.869999,53.990002,54.580002,54.580002,580900
2018-12-31,55.430000,55.970001,53.240002,53.639999,53.639999,496800
2019-01-02,52.759998,55.139999,51.759998,54.750000,54.750000,474800
2019-01-03,53.930000,54.189999,52.700001,53.299999,53.299999,499700
2019-01-04,54.810001,58.410000,54.419998,57.680000,57.680000,568200
2019-01-07,58.099998,59.919998,58.020000,59.639999,59.639999,559400
2019-01-08,59.150002,60.169998,56.660000,57.849998,57.849998,1180700
2019-01-09,59.680000,60.290001,57.930000,60.139999,60.139999,804600
2019-01-10,59.889999,60.020000,58.419998,59.959999,59.959999,567000
2019-01-11,59.669998,59.720001,58.070000,58.700001,58.700001,570000
2019-01-14,57.889999,57.889999,56.259998,56.410000,56.410000,764000
2019-01-15,56.830002,58.509998,56.770000,57.000000,57.000000,627500
2019-01-16,57.299999,59.430000,57.299999,59.060001,59.060001,584200
2019-01-17,58.400002,59.880001,57.889999,59.299999,59.299999,595800
2019-01-18,59.840000,62.340000,59.840000,61.720001,61.720001,580800
2019-01-22,60.549999,61.200001,55.150002,55.900002,55.900002,1130200
2019-01-23,56.720001,57.029999,54.200001,54.509998,54.509998,861900
2019-01-24,54.500000,55.450001,54.029999,54.610001,54.610001,1283300
2019-01-25,55.750000,59.700001,55.630001,58.930000,58.930000,1052400
2019-01-28,58.000000,58.970001,57.029999,58.939999,58.939999,681000
2019-01-29,59.230000,59.660000,58.070000,58.590000,58.590000,693700
2019-01-30,59.459999,59.459999,56.840000,58.060001,58.060001,647300
2019-01-31,58.549999,61.639999,58.439999,61.419998,61.419998,971600
2019-02-01,60.689999,61.389999,59.500000,60.740002,60.740002,434200
2019-02-04,60.490002,60.950001,59.730000,59.959999,59.959999,312000
2019-02-05,60.380001,60.580002,59.630001,60.029999,60.029999,448700
2019-02-06,60.139999,61.040001,59.650002,59.900002,59.900002,540900
2019-02-07,59.500000,59.660000,56.930000,57.369999,57.369999,690600
2019-02-08,57.619999,58.939999,57.040001,58.779999,58.779999,553300
2019-02-11,59.830002,60.450001,58.700001,59.820000,59.820000,688900
2019-02-12,60.169998,62.029999,60.060001,61.639999,61.639999,787000
2019-02-13,62.000000,63.959999,62.000000,62.230000,62.230000,1028300
2019-02-14,62.070000,62.200001,60.099998,61.040001,61.040001,991700
2019-02-15,61.070000,61.490002,59.889999,60.400002,60.400002,512000
2019-02-19,60.299999,61.840000,59.520000,61.340000,61.340000,657200
2019-02-20,61.610001,64.459999,61.450001,62.950001,62.950001,647400
2019-02-21,63.040001,63.500000,61.840000,62.970001,62.970001,575000
2019-02-22,63.500000,65.800003,63.139999,65.610001,65.610001,828600
2019-02-25,68.519997,70.830002,67.800003,68.989998,68.989998,1331900
2019-02-26,66.800003,68.900002,66.800003,68.830002,68.830002,830800
2019-02-27,68.150002,69.080002,67.410004,67.750000,67.750000,356300
2019-02-28,67.669998,68.860001,66.830002,67.370003,67.370003,550800
2019-03-01,68.160004,68.879997,66.730003,67.349998,67.349998,694500
2019-03-04,68.120003,69.489998,65.779999,67.239998,67.239998,802900
2019-03-05,63.500000,65.660004,62.330002,64.510002,64.510002,1492600
2019-03-06,64.610001,65.139999,61.910000,62.639999,62.639999,1366300
2019-03-07,62.490002,62.500000,58.459999,58.770000,58.770000,1180700
2019-03-08,56.160000,57.959999,55.270000,56.959999,56.959999,1617600
2019-03-11,58.169998,58.730000,57.599998,58.570000,58.570000,864100
2019-03-12,59.200001,59.200001,57.669998,58.200001,58.200001,553300
2019-03-13,58.279999,58.680000,57.669998,58.139999,58.139999,678700
2019-03-14,57.939999,58.049999,56.970001,57.700001,57.700001,607700
2019-03-15,58.049999,59.169998,57.950001,58.090000,58.090000,659900
2019-03-18,58.200001,58.980000,57.730000,58.209999,58.209999,522400
2019-03-19,58.599998,58.959999,58.150002,58.540001,58.540001,530400
2019-03-20,58.160000,58.939999,57.200001,58.439999,58.439999,424500
2019-03-21,57.939999,59.150002,57.900002,59.139999,59.139999,362400
2019-03-22,58.220001,58.630001,57.580002,57.759998,57.759998,938300
2019-03-25,57.700001,58.869999,57.080002,58.580002,58.580002,396600
2019-03-26,58.790001,59.459999,57.900002,58.549999,58.549999,1102400
2019-03-27,58.590000,58.990002,57.910000,57.910000,57.910000,1711700
2019-03-28,57.580002,58.049999,56.549999,56.820000,56.820000,746900
2019-03-29,57.930000,59.470001,57.599998,59.240002,59.240002,765000
2019-04-01,60.000000,62.500000,59.770000,61.680000,61.680000,1182600
2019-04-02,61.529999,62.369999,61.119999,61.700001,61.700001,1089000
2019-04-03,63.259998,64.360001,62.770000,63.160000,63.160000,1098700
2019-04-04,62.869999,64.870003,62.520000,64.839996,64.839996,989500
2019-04-05,64.839996,66.660004,64.699997,66.320000,66.320000,866800
2019-04-08,65.430000,66.489998,65.430000,66.480003,66.480003,465500
2019-04-09,66.300003,66.449997,64.360001,64.589996,64.589996,899600
2019-04-10,64.650002,64.970001,63.189999,64.459999,64.459999,584000
2019-04-11,64.080002,64.720001,63.430000,63.919998,63.919998,545700
2019-04-12,64.690002,65.250000,63.880001,64.430000,64.430000,425600
2019-04-15,63.820000,64.360001,62.880001,63.779999,63.779999,658000
2019-04-16,64.309998,64.889999,63.360001,63.730000,63.730000,747900
2019-04-17,61.200001,65.449997,61.060001,64.739998,64.739998,1032300
2019-04-18,64.300003,65.180000,63.700001,65.110001,65.110001,522400
2019-04-22,64.570000,65.260002,64.169998,64.820000,64.820000,301400
2019-04-23,65.139999,65.680000,64.470001,64.820000,64.820000,358800
2019-04-24,64.699997,64.849998,63.599998,64.419998,64.419998,612600
2019-04-25,63.869999,64.559998,62.939999,63.009998,63.009998,600300
2019-04-26,63.570000,63.570000,62.310001,62.660000,62.660000,803900
2019-04-29,62.099998,63.549999,62.099998,63.279999,63.279999,434100
2019-04-30,62.889999,63.910000,62.759998,62.939999,62.939999,846100
2019-05-01,63.220001,63.950001,62.910000,63.349998,63.349998,303500
2019-05-02,63.049999,63.169998,62.000000,62.070000,62.070000,1138900
2019-05-03,62.590000,63.340000,62.139999,62.900002,62.900002,804900
2019-05-06,60.080002,60.560001,58.700001,59.919998,59.919998,1831200
2019-05-07,60.110001,60.189999,57.150002,57.980000,57.980000,989800
2019-05-08,58.529999,58.810001,56.830002,57.590000,57.590000,2106500
2019-05-09,56.500000,57.340000,55.250000,57.000000,57.000000,1249000
2019-05-10,56.779999,57.650002,55.009998,55.730000,55.730000,964700
2019-05-13,53.889999,54.660000,53.110001,54.439999,54.439999,836500
2019-05-14,56.020000,56.349998,53.930000,53.990002,53.990002,1041400
2019-05-15,53.730000,54.299999,53.090000,53.930000,53.930000,657200
2019-05-16,54.000000,54.549999,53.209999,53.480000,53.480000,812700
2019-05-17,52.000000,52.009998,48.799999,49.099998,49.099998,1734400
2019-05-20,47.810001,48.279999,47.000000,47.099998,47.099998,1009100
2019-05-21,47.709999,48.860001,47.259998,48.779999,48.779999,1218800
2019-05-22,48.680000,48.709999,47.080002,47.330002,47.330002,947700
2019-05-23,42.000000,42.974998,40.349998,42.360001,42.360001,2667771
1 Date Open High Low Close Adj Close Volume
2 2018-05-23 89.540001 92.650002 89.339996 90.220001 90.220001 846200
3 2018-05-24 91.160004 92.150002 90.120003 90.620003 90.620003 819100
4 2018-05-25 91.150002 91.690002 90.709999 90.949997 90.949997 550900
5 2018-05-29 90.389999 91.870003 88.589996 89.989998 89.989998 1271300
6 2018-05-30 90.300003 90.730003 89.620003 89.970001 89.970001 883600
7 2018-05-31 90.330002 91.389999 90.150002 90.820000 90.820000 1300400
8 2018-06-01 91.129997 92.690002 90.820000 92.239998 92.239998 713700
9 2018-06-04 92.510002 93.660004 92.510002 93.330002 93.330002 843900
10 2018-06-05 93.779999 94.620003 93.339996 94.430000 94.430000 1115800
11 2018-06-06 94.760002 94.769997 91.900002 92.389999 92.389999 924100
12 2018-06-07 92.870003 93.629997 91.750000 93.209999 93.209999 604400
13 2018-06-08 92.720001 95.440002 92.360001 94.980003 94.980003 927800
14 2018-06-11 95.260002 95.790001 92.529999 93.099998 93.099998 781900
15 2018-06-12 93.709999 95.430000 93.709999 94.150002 94.150002 710900
16 2018-06-13 94.790001 95.459999 94.190002 94.639999 94.639999 628300
17 2018-06-14 94.570000 96.709999 93.269997 96.260002 96.260002 568300
18 2018-06-15 95.790001 95.790001 94.360001 94.580002 94.580002 658400
19 2018-06-18 93.669998 93.669998 91.809998 92.150002 92.150002 805700
20 2018-06-19 90.040001 90.470001 88.309998 89.139999 89.139999 1323600
21 2018-06-20 89.989998 90.580002 89.110001 90.019997 90.019997 799500
22 2018-06-21 89.779999 89.779999 87.839996 88.000000 88.000000 1123000
23 2018-06-22 89.279999 89.290001 87.300003 88.809998 88.809998 998400
24 2018-06-25 87.230003 87.489998 85.029999 85.309998 85.309998 1093400
25 2018-06-26 85.629997 86.019997 84.529999 85.330002 85.330002 942900
26 2018-06-27 85.449997 85.970001 81.449997 81.580002 81.580002 1168700
27 2018-06-28 80.500000 83.779999 79.690002 83.129997 83.129997 1271100
28 2018-06-29 83.809998 85.269997 83.500000 84.690002 84.690002 1035500
29 2018-07-02 83.150002 84.180000 82.160004 83.989998 83.989998 799400
30 2018-07-03 85.209999 85.290001 83.459999 83.790001 83.790001 470200
31 2018-07-05 83.790001 84.290001 81.919998 83.059998 83.059998 918300
32 2018-07-06 83.000000 84.470001 82.169998 84.300003 84.300003 626200
33 2018-07-09 85.029999 85.860001 83.720001 84.919998 84.919998 401900
34 2018-07-10 85.220001 85.220001 84.199997 84.680000 84.680000 656700
35 2018-07-11 83.599998 84.900002 83.180000 83.570000 83.570000 467800
36 2018-07-12 84.500000 84.839996 83.750000 84.500000 84.500000 497400
37 2018-07-13 84.279999 84.940002 83.580002 84.070000 84.070000 285500
38 2018-07-16 83.919998 84.300003 83.230003 83.949997 83.949997 632300
39 2018-07-17 83.360001 85.339996 83.220001 84.870003 84.870003 477300
40 2018-07-18 84.889999 85.440002 83.470001 83.989998 83.989998 387600
41 2018-07-19 83.570000 84.209999 82.589996 82.940002 82.940002 488100
42 2018-07-20 83.599998 84.480003 82.980003 83.260002 83.260002 392100
43 2018-07-23 83.260002 83.589996 82.459999 83.110001 83.110001 510800
44 2018-07-24 84.110001 85.400002 82.769997 83.110001 83.110001 701100
45 2018-07-25 83.500000 84.669998 83.150002 84.660004 84.660004 786000
46 2018-07-26 83.629997 84.989998 83.400002 84.230003 84.230003 524300
47 2018-07-27 84.120003 84.489998 82.930000 83.510002 83.510002 1004600
48 2018-07-30 83.220001 83.220001 80.000000 80.690002 80.690002 1320800
49 2018-07-31 80.559998 80.709999 79.620003 80.480003 80.480003 1054000
50 2018-08-01 79.510002 81.900002 79.510002 80.260002 80.260002 635400
51 2018-08-02 79.320000 80.070000 78.709999 79.900002 79.900002 474000
52 2018-08-03 80.050003 80.370003 79.309998 79.620003 79.620003 382400
53 2018-08-06 79.110001 80.459999 79.080002 79.989998 79.989998 585600
54 2018-08-07 80.809998 81.199997 79.239998 80.529999 80.529999 1024700
55 2018-08-08 85.000000 85.050003 74.360001 74.879997 74.879997 3154700
56 2018-08-09 75.489998 76.209999 74.790001 75.059998 75.059998 1381600
57 2018-08-10 75.489998 75.489998 73.529999 74.730003 74.730003 1671000
58 2018-08-13 74.919998 75.279999 71.029999 71.300003 71.300003 1363900
59 2018-08-14 71.070000 71.839996 69.599998 70.190002 70.190002 945500
60 2018-08-15 68.000000 69.150002 67.470001 68.709999 68.709999 1542200
61 2018-08-16 69.470001 69.839996 68.379997 68.430000 68.430000 989200
62 2018-08-17 68.209999 69.230003 67.760002 69.010002 69.010002 756600
63 2018-08-20 69.500000 70.790001 69.500000 70.389999 70.389999 566200
64 2018-08-21 70.919998 71.669998 69.919998 70.290001 70.290001 775700
65 2018-08-22 70.489998 71.400002 70.080002 70.889999 70.889999 587700
66 2018-08-23 71.260002 71.930000 69.339996 69.510002 69.510002 909800
67 2018-08-24 70.260002 70.489998 69.570000 69.849998 69.849998 302000
68 2018-08-27 70.709999 72.360001 70.709999 71.589996 71.589996 465600
69 2018-08-28 72.339996 72.940002 71.010002 72.070000 72.070000 711800
70 2018-08-29 72.410004 72.870003 71.070000 72.000000 72.000000 579200
71 2018-08-30 71.330002 71.610001 69.160004 69.650002 69.650002 646800
72 2018-08-31 69.660004 71.500000 69.500000 70.959999 70.959999 570800
73 2018-09-04 70.250000 70.570000 69.120003 70.370003 70.370003 754200
74 2018-09-05 69.559998 69.690002 66.120003 66.779999 66.779999 1126100
75 2018-09-06 67.000000 67.800003 66.110001 66.720001 66.720001 584800
76 2018-09-07 66.000000 68.169998 65.580002 65.769997 65.769997 823900
77 2018-09-10 65.870003 65.959999 64.309998 65.139999 65.139999 758500
78 2018-09-11 64.050003 65.879997 63.220001 64.519997 64.519997 801400
79 2018-09-12 64.500000 65.930000 63.200001 65.360001 65.360001 656500
80 2018-09-13 66.209999 67.790001 66.209999 66.809998 66.809998 808000
81 2018-09-14 67.309998 67.480003 65.540001 66.110001 66.110001 490700
82 2018-09-17 65.360001 66.580002 64.639999 64.809998 64.809998 519900
83 2018-09-18 64.919998 66.220001 64.220001 65.720001 65.720001 593200
84 2018-09-19 66.139999 69.029999 66.089996 68.239998 68.239998 814700
85 2018-09-20 68.940002 70.959999 68.800003 70.599998 70.599998 945700
86 2018-09-21 72.000000 72.379997 70.180000 70.360001 70.360001 650400
87 2018-09-24 69.220001 69.400002 68.000000 68.540001 68.540001 557100
88 2018-09-25 68.339996 69.300003 68.209999 68.889999 68.889999 350800
89 2018-09-26 68.910004 71.150002 68.910004 70.059998 70.059998 627200
90 2018-09-27 70.510002 70.519997 68.739998 69.720001 69.720001 394200
91 2018-09-28 69.239998 70.489998 68.750000 69.480003 69.480003 716300
92 2018-10-01 69.559998 71.029999 69.559998 70.129997 70.129997 469300
93 2018-10-02 69.129997 69.519997 66.610001 67.180000 67.180000 817800
94 2018-10-03 67.690002 68.040001 67.279999 67.559998 67.559998 462100
95 2018-10-04 67.220001 67.220001 64.099998 65.040001 65.040001 951900
96 2018-10-05 65.120003 65.120003 62.610001 64.250000 64.250000 1339100
97 2018-10-08 62.500000 65.050003 61.810001 64.150002 64.150002 1159800
98 2018-10-09 63.939999 64.360001 62.270000 62.639999 62.639999 1440000
99 2018-10-10 62.099998 62.130001 59.110001 59.180000 59.180000 1613600
100 2018-10-11 58.400002 59.799999 57.849998 59.009998 59.009998 1689400
101 2018-10-12 60.660000 62.689999 60.520000 62.500000 62.500000 909700
102 2018-10-15 61.029999 63.279999 61.029999 62.419998 62.419998 617900
103 2018-10-16 62.500000 63.900002 62.299999 63.840000 63.840000 529100
104 2018-10-17 63.910000 64.410004 62.119999 63.000000 63.000000 721300
105 2018-10-18 62.439999 62.439999 60.560001 60.709999 60.709999 811400
106 2018-10-19 62.320000 62.910000 59.540001 59.849998 59.849998 462200
107 2018-10-22 61.709999 63.639999 61.070000 62.270000 62.270000 794700
108 2018-10-23 60.090000 62.220001 58.990002 61.299999 61.299999 661100
109 2018-10-24 61.049999 61.509998 58.189999 58.209999 58.209999 900200
110 2018-10-25 58.840000 60.200001 57.639999 59.650002 59.650002 612000
111 2018-10-26 57.959999 61.950001 57.689999 61.369999 61.369999 626000
112 2018-10-29 61.910000 61.910000 58.189999 59.049999 59.049999 713700
113 2018-10-30 58.650002 59.470001 56.669998 58.799999 58.799999 873300
114 2018-10-31 59.660000 63.439999 58.779999 63.310001 63.310001 829500
115 2018-11-01 63.330002 68.059998 62.419998 67.360001 67.360001 1081700
116 2018-11-02 67.760002 68.959999 65.870003 66.230003 66.230003 956100
117 2018-11-05 64.919998 65.760002 64.010002 65.120003 65.120003 1091800
118 2018-11-06 64.839996 67.870003 64.309998 65.750000 65.750000 1109700
119 2018-11-07 65.750000 66.580002 64.489998 65.410004 65.410004 396700
120 2018-11-08 64.620003 64.870003 63.009998 64.230003 64.230003 699100
121 2018-11-09 63.250000 63.250000 60.689999 61.820000 61.820000 618200
122 2018-11-12 61.680000 62.009998 60.110001 61.099998 61.099998 524500
123 2018-11-13 61.750000 62.900002 60.840000 61.669998 61.669998 573800
124 2018-11-14 62.400002 64.330002 61.299999 62.220001 62.220001 798800
125 2018-11-15 62.910000 65.900002 62.299999 64.949997 64.949997 762900
126 2018-11-16 64.209999 65.230003 62.790001 64.959999 64.959999 455400
127 2018-11-19 63.549999 63.939999 60.500000 60.840000 60.840000 888700
128 2018-11-20 59.020000 60.840000 57.840000 59.939999 59.939999 728200
129 2018-11-21 61.419998 63.119999 61.360001 62.369999 62.369999 1008800
130 2018-11-23 61.299999 62.080002 60.549999 60.740002 60.740002 280800
131 2018-11-26 61.549999 63.250000 61.250000 62.450001 62.450001 908600
132 2018-11-27 62.049999 62.450001 61.000000 61.900002 61.900002 749100
133 2018-11-28 64.849998 66.800003 60.299999 63.009998 63.009998 1872200
134 2018-11-29 62.279999 63.320000 61.529999 62.599998 62.599998 813000
135 2018-11-30 62.380001 65.330002 61.799999 64.769997 64.769997 652600
136 2018-12-03 67.720001 68.610001 66.949997 67.000000 67.000000 630800
137 2018-12-04 67.309998 68.199997 65.250000 65.489998 65.489998 854000
138 2018-12-06 63.209999 64.940002 62.630001 64.320000 64.320000 745800
139 2018-12-07 64.099998 65.419998 63.040001 63.220001 63.220001 463800
140 2018-12-10 62.900002 64.320000 62.150002 62.820000 62.820000 521200
141 2018-12-11 63.889999 65.430000 62.720001 62.770000 62.770000 618900
142 2018-12-12 64.169998 65.470001 63.279999 64.440002 64.440002 604000
143 2018-12-13 65.050003 65.500000 61.939999 61.990002 61.990002 543100
144 2018-12-14 61.070000 63.779999 60.470001 62.130001 62.130001 975800
145 2018-12-17 62.139999 62.139999 59.340000 59.619999 59.619999 827500
146 2018-12-18 60.099998 60.820000 58.770000 58.810001 58.810001 535000
147 2018-12-19 58.770000 59.759998 55.189999 55.439999 55.439999 784400
148 2018-12-20 55.340000 56.270000 53.560001 54.310001 54.310001 878500
149 2018-12-21 54.209999 55.720001 53.000000 53.270000 53.270000 869000
150 2018-12-24 52.889999 54.599998 52.169998 53.660000 53.660000 391800
151 2018-12-26 54.040001 55.139999 52.450001 55.080002 55.080002 631300
152 2018-12-27 53.869999 54.590000 52.639999 54.169998 54.169998 1189400
153 2018-12-28 54.450001 55.869999 53.990002 54.580002 54.580002 580900
154 2018-12-31 55.430000 55.970001 53.240002 53.639999 53.639999 496800
155 2019-01-02 52.759998 55.139999 51.759998 54.750000 54.750000 474800
156 2019-01-03 53.930000 54.189999 52.700001 53.299999 53.299999 499700
157 2019-01-04 54.810001 58.410000 54.419998 57.680000 57.680000 568200
158 2019-01-07 58.099998 59.919998 58.020000 59.639999 59.639999 559400
159 2019-01-08 59.150002 60.169998 56.660000 57.849998 57.849998 1180700
160 2019-01-09 59.680000 60.290001 57.930000 60.139999 60.139999 804600
161 2019-01-10 59.889999 60.020000 58.419998 59.959999 59.959999 567000
162 2019-01-11 59.669998 59.720001 58.070000 58.700001 58.700001 570000
163 2019-01-14 57.889999 57.889999 56.259998 56.410000 56.410000 764000
164 2019-01-15 56.830002 58.509998 56.770000 57.000000 57.000000 627500
165 2019-01-16 57.299999 59.430000 57.299999 59.060001 59.060001 584200
166 2019-01-17 58.400002 59.880001 57.889999 59.299999 59.299999 595800
167 2019-01-18 59.840000 62.340000 59.840000 61.720001 61.720001 580800
168 2019-01-22 60.549999 61.200001 55.150002 55.900002 55.900002 1130200
169 2019-01-23 56.720001 57.029999 54.200001 54.509998 54.509998 861900
170 2019-01-24 54.500000 55.450001 54.029999 54.610001 54.610001 1283300
171 2019-01-25 55.750000 59.700001 55.630001 58.930000 58.930000 1052400
172 2019-01-28 58.000000 58.970001 57.029999 58.939999 58.939999 681000
173 2019-01-29 59.230000 59.660000 58.070000 58.590000 58.590000 693700
174 2019-01-30 59.459999 59.459999 56.840000 58.060001 58.060001 647300
175 2019-01-31 58.549999 61.639999 58.439999 61.419998 61.419998 971600
176 2019-02-01 60.689999 61.389999 59.500000 60.740002 60.740002 434200
177 2019-02-04 60.490002 60.950001 59.730000 59.959999 59.959999 312000
178 2019-02-05 60.380001 60.580002 59.630001 60.029999 60.029999 448700
179 2019-02-06 60.139999 61.040001 59.650002 59.900002 59.900002 540900
180 2019-02-07 59.500000 59.660000 56.930000 57.369999 57.369999 690600
181 2019-02-08 57.619999 58.939999 57.040001 58.779999 58.779999 553300
182 2019-02-11 59.830002 60.450001 58.700001 59.820000 59.820000 688900
183 2019-02-12 60.169998 62.029999 60.060001 61.639999 61.639999 787000
184 2019-02-13 62.000000 63.959999 62.000000 62.230000 62.230000 1028300
185 2019-02-14 62.070000 62.200001 60.099998 61.040001 61.040001 991700
186 2019-02-15 61.070000 61.490002 59.889999 60.400002 60.400002 512000
187 2019-02-19 60.299999 61.840000 59.520000 61.340000 61.340000 657200
188 2019-02-20 61.610001 64.459999 61.450001 62.950001 62.950001 647400
189 2019-02-21 63.040001 63.500000 61.840000 62.970001 62.970001 575000
190 2019-02-22 63.500000 65.800003 63.139999 65.610001 65.610001 828600
191 2019-02-25 68.519997 70.830002 67.800003 68.989998 68.989998 1331900
192 2019-02-26 66.800003 68.900002 66.800003 68.830002 68.830002 830800
193 2019-02-27 68.150002 69.080002 67.410004 67.750000 67.750000 356300
194 2019-02-28 67.669998 68.860001 66.830002 67.370003 67.370003 550800
195 2019-03-01 68.160004 68.879997 66.730003 67.349998 67.349998 694500
196 2019-03-04 68.120003 69.489998 65.779999 67.239998 67.239998 802900
197 2019-03-05 63.500000 65.660004 62.330002 64.510002 64.510002 1492600
198 2019-03-06 64.610001 65.139999 61.910000 62.639999 62.639999 1366300
199 2019-03-07 62.490002 62.500000 58.459999 58.770000 58.770000 1180700
200 2019-03-08 56.160000 57.959999 55.270000 56.959999 56.959999 1617600
201 2019-03-11 58.169998 58.730000 57.599998 58.570000 58.570000 864100
202 2019-03-12 59.200001 59.200001 57.669998 58.200001 58.200001 553300
203 2019-03-13 58.279999 58.680000 57.669998 58.139999 58.139999 678700
204 2019-03-14 57.939999 58.049999 56.970001 57.700001 57.700001 607700
205 2019-03-15 58.049999 59.169998 57.950001 58.090000 58.090000 659900
206 2019-03-18 58.200001 58.980000 57.730000 58.209999 58.209999 522400
207 2019-03-19 58.599998 58.959999 58.150002 58.540001 58.540001 530400
208 2019-03-20 58.160000 58.939999 57.200001 58.439999 58.439999 424500
209 2019-03-21 57.939999 59.150002 57.900002 59.139999 59.139999 362400
210 2019-03-22 58.220001 58.630001 57.580002 57.759998 57.759998 938300
211 2019-03-25 57.700001 58.869999 57.080002 58.580002 58.580002 396600
212 2019-03-26 58.790001 59.459999 57.900002 58.549999 58.549999 1102400
213 2019-03-27 58.590000 58.990002 57.910000 57.910000 57.910000 1711700
214 2019-03-28 57.580002 58.049999 56.549999 56.820000 56.820000 746900
215 2019-03-29 57.930000 59.470001 57.599998 59.240002 59.240002 765000
216 2019-04-01 60.000000 62.500000 59.770000 61.680000 61.680000 1182600
217 2019-04-02 61.529999 62.369999 61.119999 61.700001 61.700001 1089000
218 2019-04-03 63.259998 64.360001 62.770000 63.160000 63.160000 1098700
219 2019-04-04 62.869999 64.870003 62.520000 64.839996 64.839996 989500
220 2019-04-05 64.839996 66.660004 64.699997 66.320000 66.320000 866800
221 2019-04-08 65.430000 66.489998 65.430000 66.480003 66.480003 465500
222 2019-04-09 66.300003 66.449997 64.360001 64.589996 64.589996 899600
223 2019-04-10 64.650002 64.970001 63.189999 64.459999 64.459999 584000
224 2019-04-11 64.080002 64.720001 63.430000 63.919998 63.919998 545700
225 2019-04-12 64.690002 65.250000 63.880001 64.430000 64.430000 425600
226 2019-04-15 63.820000 64.360001 62.880001 63.779999 63.779999 658000
227 2019-04-16 64.309998 64.889999 63.360001 63.730000 63.730000 747900
228 2019-04-17 61.200001 65.449997 61.060001 64.739998 64.739998 1032300
229 2019-04-18 64.300003 65.180000 63.700001 65.110001 65.110001 522400
230 2019-04-22 64.570000 65.260002 64.169998 64.820000 64.820000 301400
231 2019-04-23 65.139999 65.680000 64.470001 64.820000 64.820000 358800
232 2019-04-24 64.699997 64.849998 63.599998 64.419998 64.419998 612600
233 2019-04-25 63.869999 64.559998 62.939999 63.009998 63.009998 600300
234 2019-04-26 63.570000 63.570000 62.310001 62.660000 62.660000 803900
235 2019-04-29 62.099998 63.549999 62.099998 63.279999 63.279999 434100
236 2019-04-30 62.889999 63.910000 62.759998 62.939999 62.939999 846100
237 2019-05-01 63.220001 63.950001 62.910000 63.349998 63.349998 303500
238 2019-05-02 63.049999 63.169998 62.000000 62.070000 62.070000 1138900
239 2019-05-03 62.590000 63.340000 62.139999 62.900002 62.900002 804900
240 2019-05-06 60.080002 60.560001 58.700001 59.919998 59.919998 1831200
241 2019-05-07 60.110001 60.189999 57.150002 57.980000 57.980000 989800
242 2019-05-08 58.529999 58.810001 56.830002 57.590000 57.590000 2106500
243 2019-05-09 56.500000 57.340000 55.250000 57.000000 57.000000 1249000
244 2019-05-10 56.779999 57.650002 55.009998 55.730000 55.730000 964700
245 2019-05-13 53.889999 54.660000 53.110001 54.439999 54.439999 836500
246 2019-05-14 56.020000 56.349998 53.930000 53.990002 53.990002 1041400
247 2019-05-15 53.730000 54.299999 53.090000 53.930000 53.930000 657200
248 2019-05-16 54.000000 54.549999 53.209999 53.480000 53.480000 812700
249 2019-05-17 52.000000 52.009998 48.799999 49.099998 49.099998 1734400
250 2019-05-20 47.810001 48.279999 47.000000 47.099998 47.099998 1009100
251 2019-05-21 47.709999 48.860001 47.259998 48.779999 48.779999 1218800
252 2019-05-22 48.680000 48.709999 47.080002 47.330002 47.330002 947700
253 2019-05-23 42.000000 42.974998 40.349998 42.360001 42.360001 2667771