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。
254 lines
16 KiB
CSV
254 lines
16 KiB
CSV
Date,Open,High,Low,Close,Adj Close,Volume
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2018-05-23,71.050003,71.910004,71.050003,71.620003,71.106422,13000
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2018-05-24,71.870003,71.919998,71.300003,71.449997,70.937630,28000
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2018-05-25,71.760002,71.889999,71.528000,71.879997,71.364548,11900
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2018-05-29,71.510002,71.510002,70.610001,70.800003,70.292305,17400
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2018-05-30,71.419998,71.419998,70.480003,70.720001,70.212875,48300
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2018-05-31,70.730003,70.860001,70.300003,70.389999,69.885231,13700
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2018-06-01,70.489998,70.730003,70.050003,70.430000,69.924950,17700
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2018-06-04,70.500000,70.739998,70.459999,70.639999,70.133446,8400
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2018-06-05,70.919998,71.489998,70.629997,70.980003,70.471008,10800
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2018-06-06,71.120003,72.169998,71.120003,71.790001,71.275200,12000
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2018-06-07,72.250000,72.250000,71.662003,72.120003,71.602829,14900
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2018-06-08,72.349998,72.519997,71.955002,72.419998,71.900681,11200
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2018-06-11,72.620003,73.610001,72.269997,73.449997,72.923286,12500
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2018-06-12,73.323997,73.680000,72.949997,73.510002,72.982864,11300
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2018-06-13,74.290001,74.290001,73.550003,74.160004,73.628197,36400
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2018-06-14,73.919998,74.709999,73.629997,74.250000,73.717560,11100
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2018-06-15,74.370003,74.470001,73.690002,73.739998,73.211212,13000
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2018-06-18,73.440002,74.098999,73.080002,73.980003,73.449493,10000
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2018-06-19,73.220001,73.660004,73.089996,73.309998,72.784302,13000
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2018-06-20,72.930000,74.250000,72.930000,74.089996,73.558701,29200
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2018-06-21,73.739998,74.349998,73.739998,74.099998,73.568634,16900
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2018-06-22,73.720001,74.599998,73.720001,74.269997,73.737419,15300
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2018-06-25,73.879997,74.220001,73.815002,74.029999,73.499138,13500
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2018-06-26,73.540001,74.540001,73.540001,74.339996,73.806908,20500
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2018-06-27,73.959999,74.389999,73.650002,73.849998,73.320427,13900
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2018-06-28,74.629997,75.300003,74.379997,75.059998,74.658226,11700
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2018-06-29,75.050003,76.320000,75.050003,76.040001,75.632980,25700
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2018-07-02,75.000000,77.930000,75.000000,77.930000,77.512863,10500
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2018-07-03,77.129997,77.849998,75.830002,76.160004,75.752335,80400
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2018-07-05,76.129997,77.620003,75.959999,77.050003,76.637581,48400
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2018-07-06,77.680000,77.970001,77.300003,77.559998,77.144836,22800
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2018-07-09,77.550003,78.730003,77.462997,78.370003,77.950508,53800
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2018-07-10,78.665001,79.269997,78.260002,78.309998,77.890823,67100
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2018-07-11,78.599998,78.980003,78.110001,78.629997,78.209114,67700
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2018-07-12,78.809998,80.790001,78.489998,80.680000,80.248138,74400
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2018-07-13,80.570000,80.570000,78.559998,78.820000,78.398102,20300
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2018-07-16,78.849998,78.849998,77.959000,78.250000,77.831154,16000
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2018-07-17,78.349998,78.629997,77.800003,77.940002,77.522812,21700
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2018-07-18,77.290001,78.099998,77.279999,77.940002,77.522812,15200
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2018-07-19,77.870003,78.690002,77.830002,78.055000,77.637192,13500
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2018-07-20,78.070000,79.209999,77.639999,78.959999,78.537346,17800
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2018-07-23,78.949997,78.949997,78.044998,78.519997,78.099701,10700
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2018-07-24,78.550003,78.559998,77.790001,78.480003,78.059921,21600
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2018-07-25,79.190002,85.269997,79.150002,83.959999,83.510582,44800
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2018-07-26,84.949997,86.050003,83.250000,85.099998,84.644478,22700
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2018-07-27,85.320000,85.320000,83.010002,84.050003,83.600105,20200
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2018-07-30,83.040001,83.430000,81.940002,82.269997,81.829620,20900
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2018-07-31,82.459999,83.620003,82.260002,83.180000,82.734756,23700
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2018-08-01,82.540001,83.739998,81.800003,82.889999,82.446312,17800
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2018-08-02,82.879997,83.190002,81.900002,83.120003,82.675087,43100
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2018-08-03,83.379997,83.489998,81.849998,82.190002,81.750053,16700
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2018-08-06,83.800003,83.800003,82.040001,83.010002,82.565674,7200
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2018-08-07,82.849998,82.849998,81.070000,81.330002,80.894661,16600
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2018-08-08,80.930000,82.809998,80.930000,82.570000,82.128021,18100
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2018-08-09,83.040001,83.139999,82.160004,82.209999,81.769951,18500
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2018-08-10,82.199997,83.160004,81.510002,82.440002,81.998726,42100
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2018-08-13,82.449997,84.389999,80.820000,81.720001,81.282578,17100
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2018-08-14,81.540001,82.790001,81.440002,82.269997,81.829620,13000
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2018-08-15,82.260002,82.389999,81.580002,82.139999,81.700325,16500
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2018-08-16,82.199997,82.980003,82.199997,82.480003,82.038513,30500
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2018-08-17,82.629997,86.440002,82.629997,85.370003,84.913040,67100
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2018-08-20,86.059998,86.059998,84.620003,85.000000,84.545013,25800
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2018-08-21,85.690002,86.129997,85.129997,86.040001,85.579445,16300
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2018-08-22,86.029999,86.305000,85.620003,86.059998,85.599342,20500
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2018-08-23,86.050003,86.224998,85.550003,85.629997,85.171638,18100
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2018-08-24,86.209999,86.889999,85.750000,86.489998,86.027039,25000
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2018-08-27,87.239998,87.989998,86.269997,87.720001,87.250458,31100
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2018-08-28,88.139999,88.430000,87.230003,87.540001,87.071419,24500
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2018-08-29,87.550003,90.205002,86.860001,87.290001,86.822762,32300
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2018-08-30,87.169998,87.309998,86.169998,86.430000,85.967361,15100
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2018-08-31,86.199997,86.199997,85.250000,85.860001,85.400414,23600
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2018-09-04,86.089996,86.089996,83.879997,85.750000,85.291008,28200
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2018-09-05,85.120003,86.010002,85.120003,85.680000,85.221382,20600
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2018-09-06,86.510002,87.190002,85.709999,87.190002,86.723305,17500
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2018-09-07,86.610001,87.540001,86.430000,86.690002,86.225975,7300
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2018-09-10,87.059998,87.565002,86.674004,87.279999,86.812813,22700
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2018-09-11,87.290001,87.440002,85.440002,85.940002,85.479988,18600
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2018-09-12,86.860001,86.860001,85.680000,86.250000,85.788330,24400
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2018-09-13,86.570000,86.739998,85.279999,85.570000,85.111969,14600
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2018-09-14,85.199997,86.070000,85.183998,85.400002,84.942871,17800
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2018-09-17,84.599998,85.769997,84.580002,85.430000,84.972717,9100
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2018-09-18,85.699997,86.620003,85.570000,86.169998,85.708755,21900
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2018-09-19,86.430000,86.430000,84.739998,84.790001,84.336143,17400
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2018-09-20,85.180000,85.910004,84.860001,85.139999,84.684265,10900
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2018-09-21,85.379997,85.379997,84.339996,84.889999,84.435608,16500
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2018-09-24,84.860001,85.199997,84.629997,84.690002,84.236679,19500
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2018-09-25,84.750000,85.000000,84.538002,84.900002,84.445549,32800
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2018-09-26,84.820000,84.970001,82.639999,83.120003,82.675087,25900
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2018-09-27,83.110001,83.698997,82.699997,83.589996,83.277817,21600
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2018-09-28,83.820000,85.260002,83.820000,84.660004,84.343834,38200
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2018-10-01,85.199997,86.080002,83.709999,84.150002,83.835732,20700
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2018-10-02,84.110001,84.120003,82.855003,83.139999,82.829498,15000
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2018-10-03,83.150002,83.550003,82.580002,83.000000,82.690025,15200
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2018-10-04,83.454002,83.454002,82.010002,82.769997,82.460884,23900
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2018-10-05,82.599998,83.250000,82.010002,82.470001,82.162010,12200
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2018-10-08,82.139999,82.139999,80.879997,80.879997,80.577942,15100
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2018-10-09,80.669998,81.720001,80.620003,80.839996,80.538086,56000
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2018-10-10,80.849998,80.849998,78.449997,78.449997,78.157021,31100
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2018-10-11,78.430000,79.389999,78.184998,78.620003,78.326385,21600
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2018-10-12,79.449997,79.860001,78.315002,78.680000,78.386162,16300
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2018-10-15,78.639999,79.089996,78.000000,78.320000,78.027504,20300
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2018-10-16,79.180000,80.230003,79.000000,79.830002,79.531868,88500
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2018-10-17,79.639999,80.080002,79.135002,79.589996,79.292755,98200
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2018-10-18,78.980003,80.349998,78.980003,79.629997,79.332603,32900
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2018-10-19,80.290001,81.949997,80.269997,81.430000,81.125893,23300
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2018-10-22,81.940002,82.510002,81.370003,81.559998,81.255402,27400
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2018-10-23,81.080002,81.080002,78.089996,78.470001,78.176941,24100
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2018-10-24,77.720001,78.739998,74.750000,75.820000,75.536835,78400
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2018-10-25,76.540001,76.540001,73.989998,74.440002,74.161995,30400
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2018-10-26,73.279999,73.639999,72.059998,72.330002,72.059875,33400
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2018-10-29,72.320000,72.779999,70.970001,71.190002,70.924133,31700
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2018-10-30,70.750000,71.669998,70.750000,71.500000,71.232971,29100
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2018-10-31,72.489998,74.010002,72.099998,73.400002,73.125885,91300
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2018-11-01,74.199997,75.339996,72.790001,75.010002,74.729866,133600
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2018-11-02,75.500000,75.760002,74.720001,75.339996,75.058632,138300
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2018-11-05,75.330002,75.660004,73.900002,74.300003,74.022522,47400
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2018-11-06,74.389999,74.889999,73.949997,74.699997,74.421021,22800
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2018-11-07,75.169998,75.360001,74.540001,74.970001,74.690018,38900
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2018-11-08,75.540001,75.570000,74.949997,75.260002,74.978935,11300
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2018-11-09,75.239998,75.239998,73.894997,74.500000,74.221764,17000
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2018-11-12,74.455002,74.629997,73.964996,74.349998,74.072327,81200
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2018-11-13,74.339996,75.290001,73.760002,74.320000,74.042442,278800
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2018-11-14,74.360001,74.900002,74.360001,74.540001,74.261620,30100
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2018-11-15,74.274002,74.300003,72.379997,72.559998,72.289017,72200
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2018-11-16,72.430000,73.410004,72.040001,73.290001,73.016296,48300
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2018-11-19,73.589996,73.650002,72.849998,73.250000,72.976440,67000
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2018-11-20,72.209999,73.190002,71.910004,72.790001,72.518158,75900
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2018-11-21,72.800003,73.970001,72.419998,73.900002,73.624008,102500
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2018-11-23,73.440002,73.720001,72.000000,73.160004,72.886780,14100
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2018-11-26,73.209999,74.660004,73.209999,74.199997,73.922882,33800
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2018-11-27,74.040001,74.290001,73.610001,74.070000,73.793373,35100
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2018-11-28,74.080002,74.650002,73.709999,74.410004,74.132111,27500
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2018-11-29,74.690002,75.385002,73.860001,74.870003,74.590393,28600
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2018-11-30,74.879997,75.849998,74.669998,75.639999,75.357513,24900
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2018-12-03,76.860001,77.820000,75.639999,77.650002,77.360008,34700
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2018-12-04,77.639999,78.279999,75.764999,76.269997,75.985153,69500
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2018-12-06,75.809998,75.930000,73.790001,75.930000,75.646423,49100
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2018-12-07,75.919998,76.650002,74.209999,74.820000,74.540573,21500
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2018-12-10,74.970001,74.989998,72.800003,73.089996,72.817032,28800
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2018-12-11,73.459999,73.480003,72.599998,72.650002,72.378685,20600
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2018-12-12,73.519997,73.760002,72.800003,72.919998,72.647667,18200
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2018-12-13,72.540001,72.919998,71.529999,71.639999,71.372452,19200
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2018-12-14,71.419998,71.419998,69.870003,70.550003,70.286522,37900
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2018-12-17,69.989998,70.139999,66.930000,67.139999,66.889259,45600
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2018-12-18,67.489998,69.160004,67.400002,68.440002,68.184402,78500
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2018-12-19,68.430000,70.050003,68.080002,68.320000,68.064850,42600
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2018-12-20,68.639999,68.639999,65.339996,65.769997,65.524368,40600
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2018-12-21,65.730003,67.199997,65.029999,65.959999,65.713661,78100
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2018-12-24,65.775002,66.610001,65.529999,66.410004,66.161987,39200
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2018-12-26,67.019997,67.190002,65.279999,66.550003,66.301460,50800
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2018-12-27,65.910004,67.239998,64.870003,67.169998,66.919144,33100
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2018-12-28,67.629997,68.779999,67.589996,68.139999,68.022232,47700
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2018-12-31,68.199997,68.860001,67.849998,68.480003,68.361649,44200
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2019-01-02,68.250000,68.339996,66.834999,67.230003,67.113808,35100
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2019-01-03,67.250000,67.599998,65.550003,66.080002,65.965797,29900
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2019-01-04,66.320000,69.290001,66.320000,69.290001,69.170250,48800
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2019-01-07,69.610001,71.559998,69.344002,71.199997,71.076942,26500
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2019-01-08,71.269997,72.230003,71.269997,71.870003,71.745789,17200
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2019-01-09,71.860001,72.720001,71.230003,72.660004,72.534424,21600
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2019-01-10,73.000000,73.400002,72.349998,73.029999,72.903778,15700
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2019-01-11,73.260002,73.279999,72.199997,72.860001,72.734077,70700
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2019-01-14,72.470001,73.419998,72.139999,73.349998,73.223228,182300
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2019-01-15,74.430000,74.430000,73.239998,73.790001,73.662468,27400
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2019-01-16,74.250000,74.480003,73.622002,74.239998,74.111687,18200
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2019-01-17,74.599998,75.680000,74.485001,75.430000,75.299637,34700
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2019-01-18,75.510002,76.769997,75.360001,76.379997,76.247993,24100
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2019-01-22,75.330002,76.790001,74.370003,76.790001,76.657288,60400
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2019-01-23,77.239998,77.970001,77.190002,77.739998,77.605637,35000
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2019-01-24,77.940002,78.760002,77.940002,78.589996,78.454170,11100
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2019-01-25,78.839996,80.720001,78.839996,80.459999,80.320938,37300
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2019-01-28,80.360001,81.190002,79.834999,80.589996,80.450714,29600
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2019-01-29,80.580002,81.830002,80.360001,80.769997,80.630402,25600
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2019-01-30,81.139999,81.209999,80.004997,80.940002,80.800117,21300
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2019-01-31,80.980003,81.949997,80.779999,81.279999,81.139526,37200
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2019-02-01,81.279999,82.029999,80.980003,81.709999,81.568779,64700
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2019-02-04,81.720001,82.330002,81.430000,82.190002,82.047951,49500
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2019-02-05,81.889999,83.769997,81.889999,83.480003,83.335724,23100
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2019-02-06,83.750000,84.760002,83.019997,83.779999,83.635201,57900
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2019-02-07,83.400002,84.849998,83.000000,83.889999,83.745010,46100
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2019-02-08,84.160004,84.870003,83.809998,84.709999,84.563599,57000
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2019-02-11,85.059998,85.300003,84.419998,84.769997,84.623489,57500
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2019-02-12,85.440002,87.440002,85.254997,87.129997,86.979408,44700
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2019-02-13,87.610001,89.169998,87.610001,88.629997,88.476822,34300
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2019-02-14,88.239998,88.389999,87.019997,87.839996,87.688179,28100
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2019-02-15,87.910004,87.910004,87.110001,87.260002,87.109192,43200
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2019-02-19,87.650002,87.650002,86.040001,86.800003,86.649986,47400
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2019-02-20,86.410004,87.839996,86.220001,87.620003,87.468567,34100
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2019-02-21,87.779999,87.900002,87.150002,87.580002,87.428635,23300
|
|
2019-02-22,88.029999,88.400002,87.459999,88.290001,88.137413,29600
|
|
2019-02-25,88.519997,88.930000,87.059998,87.110001,86.959450,19700
|
|
2019-02-26,87.120003,87.910004,86.720001,87.639999,87.488533,29600
|
|
2019-02-27,87.589996,87.589996,86.584999,87.199997,87.049286,18400
|
|
2019-02-28,86.949997,87.059998,86.379997,86.839996,86.689911,32800
|
|
2019-03-01,87.150002,87.150002,85.660004,86.500000,86.350502,38600
|
|
2019-03-04,86.410004,87.510002,86.160004,87.019997,86.869598,32900
|
|
2019-03-05,86.900002,88.070000,86.820000,87.940002,87.788017,23600
|
|
2019-03-06,87.489998,87.489998,86.639999,87.059998,86.909531,25500
|
|
2019-03-07,87.410004,87.410004,86.040001,86.779999,86.630020,34000
|
|
2019-03-08,86.540001,86.750000,85.199997,85.570000,85.422112,24000
|
|
2019-03-11,85.949997,86.980003,85.010002,86.739998,86.590088,24100
|
|
2019-03-12,86.889999,86.889999,85.900002,86.650002,86.500244,13500
|
|
2019-03-13,86.720001,87.099998,83.680000,84.260002,84.114372,62500
|
|
2019-03-14,84.320000,85.510002,83.959999,85.269997,85.122627,51900
|
|
2019-03-15,85.150002,85.550003,83.910004,84.400002,84.254135,34300
|
|
2019-03-18,84.879997,85.230003,83.699997,84.260002,84.114372,32700
|
|
2019-03-19,84.849998,85.059998,83.980003,83.980003,83.834862,21700
|
|
2019-03-20,83.690002,84.330002,83.220001,83.970001,83.824875,43400
|
|
2019-03-21,84.050003,85.440002,83.940002,85.370003,85.222458,26700
|
|
2019-03-22,84.910004,85.150002,84.019997,84.019997,83.874786,30500
|
|
2019-03-25,83.900002,85.269997,83.400002,85.220001,85.072716,34400
|
|
2019-03-26,85.820000,86.019997,84.849998,85.809998,85.661690,31200
|
|
2019-03-27,85.029999,86.970001,85.029999,86.790001,86.639999,28800
|
|
2019-03-28,86.800003,88.084999,86.650002,87.699997,87.699997,22400
|
|
2019-03-29,88.419998,89.669998,87.699997,89.339996,89.339996,40500
|
|
2019-04-01,89.360001,89.949997,88.199997,89.620003,89.620003,42500
|
|
2019-04-02,89.919998,89.919998,88.300003,88.720001,88.720001,27600
|
|
2019-04-03,89.320000,89.320000,88.260002,88.449997,88.449997,25100
|
|
2019-04-04,88.889999,88.889999,87.930000,88.190002,88.190002,29400
|
|
2019-04-05,88.285004,88.430000,87.629997,88.070000,88.070000,23700
|
|
2019-04-08,88.070000,88.495003,87.199997,87.739998,87.739998,18700
|
|
2019-04-09,87.930000,88.360001,87.830002,88.070000,88.070000,24700
|
|
2019-04-10,88.430000,89.660004,88.120003,89.209999,89.209999,20900
|
|
2019-04-11,89.529999,89.529999,88.139999,88.300003,88.300003,21000
|
|
2019-04-12,88.139999,89.639999,88.092003,89.589996,89.589996,18500
|
|
2019-04-15,89.129997,89.779999,89.129997,89.389999,89.389999,20700
|
|
2019-04-16,89.639999,89.879997,88.139999,88.209999,88.209999,17200
|
|
2019-04-17,88.830002,88.830002,85.410004,86.480003,86.480003,53800
|
|
2019-04-18,86.470001,87.470001,85.800003,87.050003,87.050003,17400
|
|
2019-04-22,86.589996,87.849998,86.589996,87.419998,87.419998,14500
|
|
2019-04-23,86.830002,88.110001,86.639999,88.110001,88.110001,21200
|
|
2019-04-24,83.769997,87.589996,83.769997,87.269997,87.269997,34800
|
|
2019-04-25,87.070000,87.839996,86.925003,87.669998,87.669998,18500
|
|
2019-04-26,87.650002,87.769997,86.699997,86.970001,86.970001,22500
|
|
2019-04-29,86.550003,86.669998,83.019997,86.360001,86.360001,22800
|
|
2019-04-30,87.014000,87.349998,86.410004,87.220001,87.220001,33700
|
|
2019-05-01,88.141998,88.141998,86.985001,87.129997,87.129997,43100
|
|
2019-05-02,87.180000,87.474998,86.610001,87.379997,87.379997,26600
|
|
2019-05-03,87.449997,88.120003,87.449997,87.940002,87.940002,35600
|
|
2019-05-06,86.970001,87.800003,86.970001,87.620003,87.620003,28600
|
|
2019-05-07,86.419998,86.699997,85.970001,86.599998,86.599998,29300
|
|
2019-05-08,87.010002,87.010002,85.930000,86.379997,86.379997,50800
|
|
2019-05-09,85.919998,86.150002,85.476997,85.790001,85.790001,37400
|
|
2019-05-10,86.070000,86.889999,85.510002,86.889999,86.889999,63800
|
|
2019-05-13,86.309998,86.455002,85.169998,86.040001,86.040001,24400
|
|
2019-05-14,85.800003,86.370003,85.610001,86.070000,86.070000,34400
|
|
2019-05-15,86.489998,87.680000,85.690002,86.970001,86.970001,46700
|
|
2019-05-16,87.730003,89.209999,87.540001,89.010002,89.010002,51300
|
|
2019-05-17,89.029999,89.519997,87.110001,87.790001,87.790001,29900
|
|
2019-05-20,85.930000,89.010002,85.930000,86.620003,86.620003,19000
|
|
2019-05-21,87.959999,88.010002,86.089996,86.290001,86.290001,51600
|
|
2019-05-22,86.269997,86.480003,85.260002,86.129997,86.129997,49400
|
|
2019-05-23,88.639999,93.860001,88.014999,93.500000,93.500000,115185
|