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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/FB.csv Normal file
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Date,Open,High,Low,Close,Adj Close,Volume
2018-05-23,182.500000,186.910004,182.179993,186.899994,186.899994,16628100
2018-05-24,185.880005,186.800003,185.029999,185.929993,185.929993,12354700
2018-05-25,186.020004,186.330002,184.449997,184.919998,184.919998,10965100
2018-05-29,184.339996,186.809998,183.710007,185.740005,185.740005,16398900
2018-05-30,186.539993,188.000000,185.250000,187.669998,187.669998,13736900
2018-05-31,187.869995,192.720001,187.479996,191.779999,191.779999,30782600
2018-06-01,193.070007,194.550003,192.070007,193.990005,193.990005,17307200
2018-06-04,191.839996,193.979996,191.470001,193.279999,193.279999,18939800
2018-06-05,194.300003,195.000000,192.619995,192.940002,192.940002,15544300
2018-06-06,191.029999,192.529999,189.110001,191.339996,191.339996,22558900
2018-06-07,190.750000,190.970001,186.770004,188.179993,188.179993,21503200
2018-06-08,187.529999,189.479996,186.429993,189.100006,189.100006,12677100
2018-06-11,188.809998,192.600006,188.800003,191.539993,191.539993,12928900
2018-06-12,192.169998,193.279999,191.559998,192.399994,192.399994,11562700
2018-06-13,192.740005,194.500000,191.910004,192.410004,192.410004,15853800
2018-06-14,193.100006,197.279999,192.910004,196.809998,196.809998,19120900
2018-06-15,195.789993,197.070007,194.639999,195.850006,195.850006,21860900
2018-06-18,194.800003,199.580002,194.130005,198.309998,198.309998,16826000
2018-06-19,196.240005,197.960007,193.789993,197.490005,197.490005,19994000
2018-06-20,199.100006,203.550003,198.809998,202.000000,202.000000,28230900
2018-06-21,202.759995,203.389999,200.089996,201.500000,201.500000,19045700
2018-06-22,201.160004,202.240005,199.309998,201.740005,201.740005,17420200
2018-06-25,200.000000,200.000000,193.110001,196.350006,196.350006,25275100
2018-06-26,197.600006,199.100006,196.229996,199.000000,199.000000,17897600
2018-06-27,199.179993,200.750000,195.800003,195.839996,195.839996,18734400
2018-06-28,195.179993,197.339996,193.259995,196.229996,196.229996,18172400
2018-06-29,197.320007,197.600006,193.960007,194.320007,194.320007,15811600
2018-07-02,193.369995,197.449997,192.220001,197.360001,197.360001,13961600
2018-07-03,194.550003,195.399994,192.520004,192.729996,192.729996,13489500
2018-07-05,194.740005,198.649994,194.029999,198.449997,198.449997,19684200
2018-07-06,198.449997,203.639999,197.699997,203.229996,203.229996,19740100
2018-07-09,204.929993,205.800003,202.119995,204.740005,204.740005,18149400
2018-07-10,204.500000,204.910004,202.259995,203.539993,203.539993,13190100
2018-07-11,202.220001,204.500000,201.750000,202.539993,202.539993,12927400
2018-07-12,203.429993,207.080002,203.190002,206.919998,206.919998,15454700
2018-07-13,207.809998,208.429993,206.449997,207.320007,207.320007,11486800
2018-07-16,207.500000,208.720001,206.839996,207.229996,207.229996,11078200
2018-07-17,204.899994,210.460007,204.839996,209.990005,209.990005,15349900
2018-07-18,209.820007,210.990005,208.440002,209.360001,209.360001,15334900
2018-07-19,208.770004,209.990005,207.759995,208.089996,208.089996,11350400
2018-07-20,208.850006,211.500000,208.500000,209.940002,209.940002,16163900
2018-07-23,210.580002,211.619995,208.800003,210.910004,210.910004,16732000
2018-07-24,215.110001,216.199997,212.600006,214.669998,214.669998,28468700
2018-07-25,215.720001,218.619995,214.270004,217.500000,217.500000,58954200
2018-07-26,174.889999,180.130005,173.750000,176.259995,176.259995,169803700
2018-07-27,179.869995,179.929993,173.000000,174.889999,174.889999,60073700
2018-07-30,175.300003,175.300003,166.559998,171.059998,171.059998,65280800
2018-07-31,170.669998,174.240005,170.000000,172.580002,172.580002,40356500
2018-08-01,173.929993,175.080002,170.899994,171.649994,171.649994,34042100
2018-08-02,170.679993,176.789993,170.270004,176.369995,176.369995,32400000
2018-08-03,177.690002,178.850006,176.149994,177.779999,177.779999,24763400
2018-08-06,178.970001,185.789993,178.380005,185.690002,185.690002,49716200
2018-08-07,186.500000,188.300003,183.720001,183.809998,183.809998,33398600
2018-08-08,184.750000,186.850006,183.759995,185.179993,185.179993,22205200
2018-08-09,185.850006,186.570007,182.479996,183.089996,183.089996,19696700
2018-08-10,182.039993,182.100006,179.419998,180.259995,180.259995,21500400
2018-08-13,180.100006,182.610001,178.899994,180.050003,180.050003,17369400
2018-08-14,180.710007,181.990005,178.619995,181.110001,181.110001,19102000
2018-08-15,179.339996,180.869995,174.779999,179.529999,179.529999,33020200
2018-08-16,180.419998,180.500000,174.009995,174.699997,174.699997,31351800
2018-08-17,174.500000,176.220001,172.039993,173.800003,173.800003,24893200
2018-08-20,174.039993,174.570007,170.910004,172.500000,172.500000,21518000
2018-08-21,172.809998,174.169998,171.389999,172.619995,172.619995,19578500
2018-08-22,172.210007,174.240005,172.130005,173.639999,173.639999,16894100
2018-08-23,173.089996,175.550003,172.830002,172.899994,172.899994,18053600
2018-08-24,173.699997,174.820007,172.919998,174.649994,174.649994,14631600
2018-08-27,175.990005,178.669998,175.789993,177.460007,177.460007,17921900
2018-08-28,178.100006,178.240005,175.830002,176.259995,176.259995,15910700
2018-08-29,176.300003,176.789993,174.750000,175.899994,175.899994,18494100
2018-08-30,175.899994,179.789993,175.699997,177.639999,177.639999,24216500
2018-08-31,177.149994,177.619995,174.979996,175.729996,175.729996,18065200
2018-09-04,173.500000,173.889999,168.800003,171.160004,171.160004,29809000
2018-09-05,169.490005,171.130005,166.669998,167.179993,167.179993,31226700
2018-09-06,166.979996,166.979996,160.000000,162.529999,162.529999,41514800
2018-09-07,160.309998,164.630005,160.160004,163.039993,163.039993,24300600
2018-09-10,163.509995,165.009995,162.160004,164.179993,164.179993,20197700
2018-09-11,163.940002,167.190002,163.720001,165.940002,165.940002,20457100
2018-09-12,163.250000,164.490005,161.800003,162.000000,162.000000,24078100
2018-09-13,162.000000,163.320007,160.860001,161.360001,161.360001,25453800
2018-09-14,161.720001,162.839996,160.339996,162.320007,162.320007,21770400
2018-09-17,161.919998,162.059998,159.770004,160.580002,160.580002,21005300
2018-09-18,159.389999,161.759995,158.869995,160.300003,160.300003,22465200
2018-09-19,160.080002,163.440002,159.479996,163.059998,163.059998,19629000
2018-09-20,164.500000,166.449997,164.470001,166.020004,166.020004,18824200
2018-09-21,166.639999,167.250000,162.809998,162.929993,162.929993,45994800
2018-09-24,161.029999,165.699997,160.880005,165.410004,165.410004,19222800
2018-09-25,161.990005,165.589996,161.149994,164.910004,164.910004,27622800
2018-09-26,164.300003,169.300003,164.210007,166.949997,166.949997,25252200
2018-09-27,167.550003,171.770004,167.210007,168.839996,168.839996,27266900
2018-09-28,168.330002,168.789993,162.559998,164.460007,164.460007,34265600
2018-10-01,163.029999,165.880005,161.259995,162.440002,162.440002,26407700
2018-10-02,161.580002,162.279999,158.669998,159.330002,159.330002,36031000
2018-10-03,160.000000,163.660004,159.529999,162.429993,162.429993,23109500
2018-10-04,161.460007,161.460007,157.350006,158.850006,158.850006,25739600
2018-10-05,159.210007,160.899994,156.199997,157.330002,157.330002,25744000
2018-10-08,155.539993,158.339996,154.389999,157.250000,157.250000,24046000
2018-10-09,157.690002,160.589996,157.419998,157.899994,157.899994,18844400
2018-10-10,156.820007,157.690002,151.309998,151.380005,151.380005,30610000
2018-10-11,150.130005,154.809998,149.160004,153.350006,153.350006,35338900
2018-10-12,156.729996,156.889999,151.300003,153.740005,153.740005,25293500
2018-10-15,153.320007,155.570007,152.550003,153.520004,153.520004,15433500
2018-10-16,155.399994,159.460007,155.009995,158.779999,158.779999,19180100
2018-10-17,159.559998,160.490005,157.949997,159.419998,159.419998,17592000
2018-10-18,158.509995,158.660004,153.279999,154.919998,154.919998,21675100
2018-10-19,155.860001,157.350006,153.550003,154.050003,154.050003,19761300
2018-10-22,154.759995,157.339996,154.460007,154.779999,154.779999,15424700
2018-10-23,151.220001,154.770004,150.850006,154.389999,154.389999,19095000
2018-10-24,154.279999,154.649994,145.600006,146.039993,146.039993,27744600
2018-10-25,147.729996,152.210007,147.000000,150.949997,150.949997,22105700
2018-10-26,145.820007,149.000000,143.800003,145.369995,145.369995,31303300
2018-10-29,148.500000,148.830002,139.029999,142.089996,142.089996,31336800
2018-10-30,139.940002,146.639999,139.740005,146.220001,146.220001,50528300
2018-10-31,155.000000,156.399994,148.960007,151.789993,151.789993,60101300
2018-11-01,151.520004,152.750000,149.350006,151.750000,151.750000,25640800
2018-11-02,151.800003,154.130005,148.960007,150.350006,150.350006,24708700
2018-11-05,150.100006,150.190002,147.440002,148.679993,148.679993,15971200
2018-11-06,149.309998,150.970001,148.000000,149.940002,149.940002,16667100
2018-11-07,151.570007,153.009995,149.830002,151.529999,151.529999,21877400
2018-11-08,150.490005,150.940002,146.740005,147.869995,147.869995,24145800
2018-11-09,146.750000,147.759995,144.070007,144.960007,144.960007,17326900
2018-11-12,144.479996,145.039993,140.490005,141.550003,141.550003,18542100
2018-11-13,142.000000,144.880005,141.619995,142.160004,142.160004,15141700
2018-11-14,143.699997,145.580002,141.550003,144.220001,144.220001,22068400
2018-11-15,142.330002,144.839996,140.830002,143.850006,143.850006,30320300
2018-11-16,141.070007,141.770004,137.770004,139.529999,139.529999,37250600
2018-11-19,137.610001,137.750000,131.210007,131.550003,131.550003,44362700
2018-11-20,127.029999,134.160004,126.849998,132.429993,132.429993,41939500
2018-11-21,134.399994,137.190002,134.130005,134.820007,134.820007,25469700
2018-11-23,133.649994,134.500000,131.259995,131.729996,131.729996,11886100
2018-11-26,133.000000,137.000000,132.779999,136.380005,136.380005,24263600
2018-11-27,135.750000,136.610001,133.710007,135.000000,135.000000,20750300
2018-11-28,136.279999,136.789993,131.850006,136.759995,136.759995,29847500
2018-11-29,135.919998,139.990005,135.660004,138.679993,138.679993,24238700
2018-11-30,138.259995,140.970001,137.360001,140.610001,140.610001,25732600
2018-12-03,143.000000,143.679993,140.759995,141.089996,141.089996,24819200
2018-12-04,140.729996,143.389999,137.160004,137.929993,137.929993,30307400
2018-12-06,133.820007,139.699997,133.669998,139.630005,139.630005,28218100
2018-12-07,139.250000,140.869995,136.660004,137.419998,137.419998,21195500
2018-12-10,139.600006,143.050003,139.009995,141.850006,141.850006,26422200
2018-12-11,143.880005,143.880005,141.100006,142.080002,142.080002,20300300
2018-12-12,143.080002,147.190002,142.509995,144.500000,144.500000,23696900
2018-12-13,145.570007,145.850006,143.190002,145.009995,145.009995,18148600
2018-12-14,143.339996,146.009995,142.509995,144.059998,144.059998,21785800
2018-12-17,143.080002,144.919998,138.419998,140.190002,140.190002,24334000
2018-12-18,141.080002,145.929993,139.830002,143.660004,143.660004,24709100
2018-12-19,141.210007,144.910004,132.500000,133.240005,133.240005,57404900
2018-12-20,130.699997,135.570007,130.000000,133.399994,133.399994,40297900
2018-12-21,133.389999,134.899994,123.419998,124.949997,124.949997,56901500
2018-12-24,123.099998,129.740005,123.019997,124.059998,124.059998,22066000
2018-12-26,126.000000,134.240005,125.889999,134.179993,134.179993,39723400
2018-12-27,132.440002,134.990005,129.669998,134.520004,134.520004,31202500
2018-12-28,135.339996,135.919998,132.199997,133.199997,133.199997,22627600
2018-12-31,134.449997,134.639999,129.949997,131.089996,131.089996,24625300
2019-01-02,128.990005,137.509995,128.559998,135.679993,135.679993,28146200
2019-01-03,134.690002,137.169998,131.119995,131.740005,131.740005,22700800
2019-01-04,134.009995,138.000000,133.750000,137.949997,137.949997,29002100
2019-01-07,137.559998,138.869995,135.910004,138.050003,138.050003,20089300
2019-01-08,139.889999,143.139999,139.539993,142.529999,142.529999,26263800
2019-01-09,142.949997,144.699997,141.270004,144.229996,144.229996,22205900
2019-01-10,143.080002,144.559998,140.839996,144.199997,144.199997,16125000
2019-01-11,143.149994,145.360001,142.570007,143.800003,143.800003,12908000
2019-01-14,142.000000,146.570007,141.270004,145.389999,145.389999,20520300
2019-01-15,146.009995,150.679993,145.990005,148.949997,148.949997,24069000
2019-01-16,149.000000,149.649994,147.000000,147.539993,147.539993,18025700
2019-01-17,146.949997,149.000000,146.500000,148.300003,148.300003,15787900
2019-01-18,149.750000,152.429993,148.550003,150.039993,150.039993,31029600
2019-01-22,149.199997,151.529999,146.369995,147.570007,147.570007,22378700
2019-01-23,148.279999,148.800003,143.059998,144.300003,144.300003,20098400
2019-01-24,144.639999,146.440002,142.520004,145.830002,145.830002,20955500
2019-01-25,147.479996,149.830002,146.539993,149.009995,149.009995,22237200
2019-01-28,148.050003,148.960007,146.210007,147.470001,147.470001,15508500
2019-01-29,148.089996,148.100006,143.429993,144.190002,144.190002,17632100
2019-01-30,146.220001,150.949997,145.699997,150.419998,150.419998,44613200
2019-01-31,165.600006,171.679993,165.000000,166.690002,166.690002,77233600
2019-02-01,165.839996,169.100006,165.660004,165.710007,165.710007,30806500
2019-02-04,165.699997,169.300003,163.619995,169.250000,169.250000,20036000
2019-02-05,169.149994,171.979996,168.690002,171.160004,171.160004,22557000
2019-02-06,171.199997,172.470001,169.270004,170.490005,170.490005,13281200
2019-02-07,168.199997,169.240005,165.250000,166.380005,166.380005,17517600
2019-02-08,164.470001,167.369995,164.210007,167.330002,167.330002,12561400
2019-02-11,167.899994,168.300003,165.080002,165.789993,165.789993,12811200
2019-02-12,166.860001,168.339996,164.500000,165.039993,165.039993,16292300
2019-02-13,165.380005,166.220001,163.729996,164.070007,164.070007,14205100
2019-02-14,163.190002,164.869995,162.250000,163.949997,163.949997,12755200
2019-02-15,164.509995,164.699997,160.860001,162.500000,162.500000,15504400
2019-02-19,160.500000,164.149994,160.330002,162.289993,162.289993,14345400
2019-02-20,162.250000,163.720001,161.250000,162.559998,162.559998,11770700
2019-02-21,161.929993,162.240005,159.589996,160.039993,160.039993,15607800
2019-02-22,160.580002,162.410004,160.309998,161.889999,161.889999,15858500
2019-02-25,163.070007,166.070007,162.899994,164.619995,164.619995,18737100
2019-02-26,164.339996,166.240005,163.800003,164.130005,164.130005,13784100
2019-02-27,162.899994,163.929993,160.410004,162.809998,162.809998,12697500
2019-02-28,162.369995,163.500000,160.860001,161.449997,161.449997,11114200
2019-03-01,162.600006,163.130005,161.690002,162.279999,162.279999,11097800
2019-03-04,163.899994,167.500000,163.830002,167.369995,167.369995,18894700
2019-03-05,167.369995,171.880005,166.550003,171.259995,171.259995,28187900
2019-03-06,172.899994,173.570007,171.270004,172.509995,172.509995,21531700
2019-03-07,171.500000,171.740005,167.610001,169.130005,169.130005,18205400
2019-03-08,166.199997,169.619995,165.970001,169.600006,169.600006,13184800
2019-03-11,171.600006,174.300003,171.580002,172.070007,172.070007,18884000
2019-03-12,172.089996,173.800003,171.220001,171.919998,171.919998,12155300
2019-03-13,172.320007,174.029999,172.119995,173.369995,173.369995,11973300
2019-03-14,169.759995,171.149994,168.160004,170.169998,170.169998,18037400
2019-03-15,167.160004,167.580002,162.509995,165.979996,165.979996,37135400
2019-03-18,163.570007,163.899994,159.279999,160.470001,160.470001,37524200
2019-03-19,161.479996,163.820007,160.820007,161.570007,161.570007,25611500
2019-03-20,161.500000,166.119995,161.240005,165.440002,165.440002,20211500
2019-03-21,164.889999,166.389999,163.750000,166.080002,166.080002,16223000
2019-03-22,165.649994,167.419998,164.089996,164.339996,164.339996,16389200
2019-03-25,163.000000,166.539993,162.000000,166.289993,166.289993,12631200
2019-03-26,167.350006,169.449997,166.350006,167.679993,167.679993,15437900
2019-03-27,167.850006,168.940002,164.789993,165.869995,165.869995,10620300
2019-03-28,164.570007,166.720001,163.330002,165.550003,165.550003,10689200
2019-03-29,166.389999,167.190002,164.809998,166.690002,166.690002,13455500
2019-04-01,167.830002,168.899994,167.279999,168.699997,168.699997,10381500
2019-04-02,170.139999,174.899994,169.550003,174.199997,174.199997,23946500
2019-04-03,174.500000,177.960007,172.949997,173.539993,173.539993,27590100
2019-04-04,176.020004,178.000000,175.529999,176.020004,176.020004,17847700
2019-04-05,176.880005,177.000000,175.100006,175.720001,175.720001,9594100
2019-04-08,175.210007,175.500000,174.229996,174.929993,174.929993,7297400
2019-04-09,175.619995,179.190002,175.550003,177.580002,177.580002,19751000
2019-04-10,178.179993,178.789993,176.539993,177.820007,177.820007,11701500
2019-04-11,178.240005,178.399994,177.000000,177.509995,177.509995,8071000
2019-04-12,178.000000,179.630005,177.949997,179.100006,179.100006,12329800
2019-04-15,178.500000,180.500000,176.869995,179.649994,179.649994,10834800
2019-04-16,179.000000,180.169998,178.300003,178.869995,178.869995,11215200
2019-04-17,179.600006,180.740005,178.360001,178.779999,178.779999,9973700
2019-04-18,178.800003,178.880005,177.339996,178.279999,178.279999,11655600
2019-04-22,178.250000,181.669998,178.250000,181.440002,181.440002,13389900
2019-04-23,182.740005,184.220001,181.479996,183.779999,183.779999,19954800
2019-04-24,184.490005,185.139999,181.649994,182.580002,182.580002,37289900
2019-04-25,196.979996,198.479996,192.119995,193.259995,193.259995,54148800
2019-04-26,192.500000,192.899994,189.089996,191.490005,191.490005,22075000
2019-04-29,190.949997,195.410004,190.649994,194.779999,194.779999,19641300
2019-04-30,194.190002,197.389999,192.279999,193.399994,193.399994,23494700
2019-05-01,194.779999,196.179993,193.009995,193.029999,193.029999,15996600
2019-05-02,193.000000,194.000000,189.750000,192.529999,192.529999,13209500
2019-05-03,194.380005,196.160004,193.710007,195.470001,195.470001,14575400
2019-05-06,191.240005,194.279999,190.550003,193.880005,193.880005,13994900
2019-05-07,192.539993,192.899994,187.850006,189.770004,189.770004,16253000
2019-05-08,189.389999,190.720001,188.550003,189.539993,189.539993,12505700
2019-05-09,187.199997,189.770004,186.259995,188.649994,188.649994,12967000
2019-05-10,188.250000,190.000000,184.589996,188.339996,188.339996,12578500
2019-05-13,183.500000,185.429993,180.839996,181.539993,181.539993,16833300
2019-05-14,182.520004,183.490005,178.100006,180.729996,180.729996,17628100
2019-05-15,180.419998,187.279999,180.020004,186.270004,186.270004,16746900
2019-05-16,185.050003,188.580002,185.050003,186.990005,186.990005,12953100
2019-05-17,184.839996,187.580002,184.279999,185.300003,185.300003,10485400
2019-05-20,181.880005,184.229996,181.369995,182.720001,182.720001,10352000
2019-05-21,184.570007,185.699997,183.889999,184.820007,184.820007,7502800
2019-05-22,184.729996,186.740005,183.610001,185.320007,185.320007,9203300
2019-05-23,182.419998,183.899994,179.669998,180.460007,180.460007,10396877
1 Date Open High Low Close Adj Close Volume
2 2018-05-23 182.500000 186.910004 182.179993 186.899994 186.899994 16628100
3 2018-05-24 185.880005 186.800003 185.029999 185.929993 185.929993 12354700
4 2018-05-25 186.020004 186.330002 184.449997 184.919998 184.919998 10965100
5 2018-05-29 184.339996 186.809998 183.710007 185.740005 185.740005 16398900
6 2018-05-30 186.539993 188.000000 185.250000 187.669998 187.669998 13736900
7 2018-05-31 187.869995 192.720001 187.479996 191.779999 191.779999 30782600
8 2018-06-01 193.070007 194.550003 192.070007 193.990005 193.990005 17307200
9 2018-06-04 191.839996 193.979996 191.470001 193.279999 193.279999 18939800
10 2018-06-05 194.300003 195.000000 192.619995 192.940002 192.940002 15544300
11 2018-06-06 191.029999 192.529999 189.110001 191.339996 191.339996 22558900
12 2018-06-07 190.750000 190.970001 186.770004 188.179993 188.179993 21503200
13 2018-06-08 187.529999 189.479996 186.429993 189.100006 189.100006 12677100
14 2018-06-11 188.809998 192.600006 188.800003 191.539993 191.539993 12928900
15 2018-06-12 192.169998 193.279999 191.559998 192.399994 192.399994 11562700
16 2018-06-13 192.740005 194.500000 191.910004 192.410004 192.410004 15853800
17 2018-06-14 193.100006 197.279999 192.910004 196.809998 196.809998 19120900
18 2018-06-15 195.789993 197.070007 194.639999 195.850006 195.850006 21860900
19 2018-06-18 194.800003 199.580002 194.130005 198.309998 198.309998 16826000
20 2018-06-19 196.240005 197.960007 193.789993 197.490005 197.490005 19994000
21 2018-06-20 199.100006 203.550003 198.809998 202.000000 202.000000 28230900
22 2018-06-21 202.759995 203.389999 200.089996 201.500000 201.500000 19045700
23 2018-06-22 201.160004 202.240005 199.309998 201.740005 201.740005 17420200
24 2018-06-25 200.000000 200.000000 193.110001 196.350006 196.350006 25275100
25 2018-06-26 197.600006 199.100006 196.229996 199.000000 199.000000 17897600
26 2018-06-27 199.179993 200.750000 195.800003 195.839996 195.839996 18734400
27 2018-06-28 195.179993 197.339996 193.259995 196.229996 196.229996 18172400
28 2018-06-29 197.320007 197.600006 193.960007 194.320007 194.320007 15811600
29 2018-07-02 193.369995 197.449997 192.220001 197.360001 197.360001 13961600
30 2018-07-03 194.550003 195.399994 192.520004 192.729996 192.729996 13489500
31 2018-07-05 194.740005 198.649994 194.029999 198.449997 198.449997 19684200
32 2018-07-06 198.449997 203.639999 197.699997 203.229996 203.229996 19740100
33 2018-07-09 204.929993 205.800003 202.119995 204.740005 204.740005 18149400
34 2018-07-10 204.500000 204.910004 202.259995 203.539993 203.539993 13190100
35 2018-07-11 202.220001 204.500000 201.750000 202.539993 202.539993 12927400
36 2018-07-12 203.429993 207.080002 203.190002 206.919998 206.919998 15454700
37 2018-07-13 207.809998 208.429993 206.449997 207.320007 207.320007 11486800
38 2018-07-16 207.500000 208.720001 206.839996 207.229996 207.229996 11078200
39 2018-07-17 204.899994 210.460007 204.839996 209.990005 209.990005 15349900
40 2018-07-18 209.820007 210.990005 208.440002 209.360001 209.360001 15334900
41 2018-07-19 208.770004 209.990005 207.759995 208.089996 208.089996 11350400
42 2018-07-20 208.850006 211.500000 208.500000 209.940002 209.940002 16163900
43 2018-07-23 210.580002 211.619995 208.800003 210.910004 210.910004 16732000
44 2018-07-24 215.110001 216.199997 212.600006 214.669998 214.669998 28468700
45 2018-07-25 215.720001 218.619995 214.270004 217.500000 217.500000 58954200
46 2018-07-26 174.889999 180.130005 173.750000 176.259995 176.259995 169803700
47 2018-07-27 179.869995 179.929993 173.000000 174.889999 174.889999 60073700
48 2018-07-30 175.300003 175.300003 166.559998 171.059998 171.059998 65280800
49 2018-07-31 170.669998 174.240005 170.000000 172.580002 172.580002 40356500
50 2018-08-01 173.929993 175.080002 170.899994 171.649994 171.649994 34042100
51 2018-08-02 170.679993 176.789993 170.270004 176.369995 176.369995 32400000
52 2018-08-03 177.690002 178.850006 176.149994 177.779999 177.779999 24763400
53 2018-08-06 178.970001 185.789993 178.380005 185.690002 185.690002 49716200
54 2018-08-07 186.500000 188.300003 183.720001 183.809998 183.809998 33398600
55 2018-08-08 184.750000 186.850006 183.759995 185.179993 185.179993 22205200
56 2018-08-09 185.850006 186.570007 182.479996 183.089996 183.089996 19696700
57 2018-08-10 182.039993 182.100006 179.419998 180.259995 180.259995 21500400
58 2018-08-13 180.100006 182.610001 178.899994 180.050003 180.050003 17369400
59 2018-08-14 180.710007 181.990005 178.619995 181.110001 181.110001 19102000
60 2018-08-15 179.339996 180.869995 174.779999 179.529999 179.529999 33020200
61 2018-08-16 180.419998 180.500000 174.009995 174.699997 174.699997 31351800
62 2018-08-17 174.500000 176.220001 172.039993 173.800003 173.800003 24893200
63 2018-08-20 174.039993 174.570007 170.910004 172.500000 172.500000 21518000
64 2018-08-21 172.809998 174.169998 171.389999 172.619995 172.619995 19578500
65 2018-08-22 172.210007 174.240005 172.130005 173.639999 173.639999 16894100
66 2018-08-23 173.089996 175.550003 172.830002 172.899994 172.899994 18053600
67 2018-08-24 173.699997 174.820007 172.919998 174.649994 174.649994 14631600
68 2018-08-27 175.990005 178.669998 175.789993 177.460007 177.460007 17921900
69 2018-08-28 178.100006 178.240005 175.830002 176.259995 176.259995 15910700
70 2018-08-29 176.300003 176.789993 174.750000 175.899994 175.899994 18494100
71 2018-08-30 175.899994 179.789993 175.699997 177.639999 177.639999 24216500
72 2018-08-31 177.149994 177.619995 174.979996 175.729996 175.729996 18065200
73 2018-09-04 173.500000 173.889999 168.800003 171.160004 171.160004 29809000
74 2018-09-05 169.490005 171.130005 166.669998 167.179993 167.179993 31226700
75 2018-09-06 166.979996 166.979996 160.000000 162.529999 162.529999 41514800
76 2018-09-07 160.309998 164.630005 160.160004 163.039993 163.039993 24300600
77 2018-09-10 163.509995 165.009995 162.160004 164.179993 164.179993 20197700
78 2018-09-11 163.940002 167.190002 163.720001 165.940002 165.940002 20457100
79 2018-09-12 163.250000 164.490005 161.800003 162.000000 162.000000 24078100
80 2018-09-13 162.000000 163.320007 160.860001 161.360001 161.360001 25453800
81 2018-09-14 161.720001 162.839996 160.339996 162.320007 162.320007 21770400
82 2018-09-17 161.919998 162.059998 159.770004 160.580002 160.580002 21005300
83 2018-09-18 159.389999 161.759995 158.869995 160.300003 160.300003 22465200
84 2018-09-19 160.080002 163.440002 159.479996 163.059998 163.059998 19629000
85 2018-09-20 164.500000 166.449997 164.470001 166.020004 166.020004 18824200
86 2018-09-21 166.639999 167.250000 162.809998 162.929993 162.929993 45994800
87 2018-09-24 161.029999 165.699997 160.880005 165.410004 165.410004 19222800
88 2018-09-25 161.990005 165.589996 161.149994 164.910004 164.910004 27622800
89 2018-09-26 164.300003 169.300003 164.210007 166.949997 166.949997 25252200
90 2018-09-27 167.550003 171.770004 167.210007 168.839996 168.839996 27266900
91 2018-09-28 168.330002 168.789993 162.559998 164.460007 164.460007 34265600
92 2018-10-01 163.029999 165.880005 161.259995 162.440002 162.440002 26407700
93 2018-10-02 161.580002 162.279999 158.669998 159.330002 159.330002 36031000
94 2018-10-03 160.000000 163.660004 159.529999 162.429993 162.429993 23109500
95 2018-10-04 161.460007 161.460007 157.350006 158.850006 158.850006 25739600
96 2018-10-05 159.210007 160.899994 156.199997 157.330002 157.330002 25744000
97 2018-10-08 155.539993 158.339996 154.389999 157.250000 157.250000 24046000
98 2018-10-09 157.690002 160.589996 157.419998 157.899994 157.899994 18844400
99 2018-10-10 156.820007 157.690002 151.309998 151.380005 151.380005 30610000
100 2018-10-11 150.130005 154.809998 149.160004 153.350006 153.350006 35338900
101 2018-10-12 156.729996 156.889999 151.300003 153.740005 153.740005 25293500
102 2018-10-15 153.320007 155.570007 152.550003 153.520004 153.520004 15433500
103 2018-10-16 155.399994 159.460007 155.009995 158.779999 158.779999 19180100
104 2018-10-17 159.559998 160.490005 157.949997 159.419998 159.419998 17592000
105 2018-10-18 158.509995 158.660004 153.279999 154.919998 154.919998 21675100
106 2018-10-19 155.860001 157.350006 153.550003 154.050003 154.050003 19761300
107 2018-10-22 154.759995 157.339996 154.460007 154.779999 154.779999 15424700
108 2018-10-23 151.220001 154.770004 150.850006 154.389999 154.389999 19095000
109 2018-10-24 154.279999 154.649994 145.600006 146.039993 146.039993 27744600
110 2018-10-25 147.729996 152.210007 147.000000 150.949997 150.949997 22105700
111 2018-10-26 145.820007 149.000000 143.800003 145.369995 145.369995 31303300
112 2018-10-29 148.500000 148.830002 139.029999 142.089996 142.089996 31336800
113 2018-10-30 139.940002 146.639999 139.740005 146.220001 146.220001 50528300
114 2018-10-31 155.000000 156.399994 148.960007 151.789993 151.789993 60101300
115 2018-11-01 151.520004 152.750000 149.350006 151.750000 151.750000 25640800
116 2018-11-02 151.800003 154.130005 148.960007 150.350006 150.350006 24708700
117 2018-11-05 150.100006 150.190002 147.440002 148.679993 148.679993 15971200
118 2018-11-06 149.309998 150.970001 148.000000 149.940002 149.940002 16667100
119 2018-11-07 151.570007 153.009995 149.830002 151.529999 151.529999 21877400
120 2018-11-08 150.490005 150.940002 146.740005 147.869995 147.869995 24145800
121 2018-11-09 146.750000 147.759995 144.070007 144.960007 144.960007 17326900
122 2018-11-12 144.479996 145.039993 140.490005 141.550003 141.550003 18542100
123 2018-11-13 142.000000 144.880005 141.619995 142.160004 142.160004 15141700
124 2018-11-14 143.699997 145.580002 141.550003 144.220001 144.220001 22068400
125 2018-11-15 142.330002 144.839996 140.830002 143.850006 143.850006 30320300
126 2018-11-16 141.070007 141.770004 137.770004 139.529999 139.529999 37250600
127 2018-11-19 137.610001 137.750000 131.210007 131.550003 131.550003 44362700
128 2018-11-20 127.029999 134.160004 126.849998 132.429993 132.429993 41939500
129 2018-11-21 134.399994 137.190002 134.130005 134.820007 134.820007 25469700
130 2018-11-23 133.649994 134.500000 131.259995 131.729996 131.729996 11886100
131 2018-11-26 133.000000 137.000000 132.779999 136.380005 136.380005 24263600
132 2018-11-27 135.750000 136.610001 133.710007 135.000000 135.000000 20750300
133 2018-11-28 136.279999 136.789993 131.850006 136.759995 136.759995 29847500
134 2018-11-29 135.919998 139.990005 135.660004 138.679993 138.679993 24238700
135 2018-11-30 138.259995 140.970001 137.360001 140.610001 140.610001 25732600
136 2018-12-03 143.000000 143.679993 140.759995 141.089996 141.089996 24819200
137 2018-12-04 140.729996 143.389999 137.160004 137.929993 137.929993 30307400
138 2018-12-06 133.820007 139.699997 133.669998 139.630005 139.630005 28218100
139 2018-12-07 139.250000 140.869995 136.660004 137.419998 137.419998 21195500
140 2018-12-10 139.600006 143.050003 139.009995 141.850006 141.850006 26422200
141 2018-12-11 143.880005 143.880005 141.100006 142.080002 142.080002 20300300
142 2018-12-12 143.080002 147.190002 142.509995 144.500000 144.500000 23696900
143 2018-12-13 145.570007 145.850006 143.190002 145.009995 145.009995 18148600
144 2018-12-14 143.339996 146.009995 142.509995 144.059998 144.059998 21785800
145 2018-12-17 143.080002 144.919998 138.419998 140.190002 140.190002 24334000
146 2018-12-18 141.080002 145.929993 139.830002 143.660004 143.660004 24709100
147 2018-12-19 141.210007 144.910004 132.500000 133.240005 133.240005 57404900
148 2018-12-20 130.699997 135.570007 130.000000 133.399994 133.399994 40297900
149 2018-12-21 133.389999 134.899994 123.419998 124.949997 124.949997 56901500
150 2018-12-24 123.099998 129.740005 123.019997 124.059998 124.059998 22066000
151 2018-12-26 126.000000 134.240005 125.889999 134.179993 134.179993 39723400
152 2018-12-27 132.440002 134.990005 129.669998 134.520004 134.520004 31202500
153 2018-12-28 135.339996 135.919998 132.199997 133.199997 133.199997 22627600
154 2018-12-31 134.449997 134.639999 129.949997 131.089996 131.089996 24625300
155 2019-01-02 128.990005 137.509995 128.559998 135.679993 135.679993 28146200
156 2019-01-03 134.690002 137.169998 131.119995 131.740005 131.740005 22700800
157 2019-01-04 134.009995 138.000000 133.750000 137.949997 137.949997 29002100
158 2019-01-07 137.559998 138.869995 135.910004 138.050003 138.050003 20089300
159 2019-01-08 139.889999 143.139999 139.539993 142.529999 142.529999 26263800
160 2019-01-09 142.949997 144.699997 141.270004 144.229996 144.229996 22205900
161 2019-01-10 143.080002 144.559998 140.839996 144.199997 144.199997 16125000
162 2019-01-11 143.149994 145.360001 142.570007 143.800003 143.800003 12908000
163 2019-01-14 142.000000 146.570007 141.270004 145.389999 145.389999 20520300
164 2019-01-15 146.009995 150.679993 145.990005 148.949997 148.949997 24069000
165 2019-01-16 149.000000 149.649994 147.000000 147.539993 147.539993 18025700
166 2019-01-17 146.949997 149.000000 146.500000 148.300003 148.300003 15787900
167 2019-01-18 149.750000 152.429993 148.550003 150.039993 150.039993 31029600
168 2019-01-22 149.199997 151.529999 146.369995 147.570007 147.570007 22378700
169 2019-01-23 148.279999 148.800003 143.059998 144.300003 144.300003 20098400
170 2019-01-24 144.639999 146.440002 142.520004 145.830002 145.830002 20955500
171 2019-01-25 147.479996 149.830002 146.539993 149.009995 149.009995 22237200
172 2019-01-28 148.050003 148.960007 146.210007 147.470001 147.470001 15508500
173 2019-01-29 148.089996 148.100006 143.429993 144.190002 144.190002 17632100
174 2019-01-30 146.220001 150.949997 145.699997 150.419998 150.419998 44613200
175 2019-01-31 165.600006 171.679993 165.000000 166.690002 166.690002 77233600
176 2019-02-01 165.839996 169.100006 165.660004 165.710007 165.710007 30806500
177 2019-02-04 165.699997 169.300003 163.619995 169.250000 169.250000 20036000
178 2019-02-05 169.149994 171.979996 168.690002 171.160004 171.160004 22557000
179 2019-02-06 171.199997 172.470001 169.270004 170.490005 170.490005 13281200
180 2019-02-07 168.199997 169.240005 165.250000 166.380005 166.380005 17517600
181 2019-02-08 164.470001 167.369995 164.210007 167.330002 167.330002 12561400
182 2019-02-11 167.899994 168.300003 165.080002 165.789993 165.789993 12811200
183 2019-02-12 166.860001 168.339996 164.500000 165.039993 165.039993 16292300
184 2019-02-13 165.380005 166.220001 163.729996 164.070007 164.070007 14205100
185 2019-02-14 163.190002 164.869995 162.250000 163.949997 163.949997 12755200
186 2019-02-15 164.509995 164.699997 160.860001 162.500000 162.500000 15504400
187 2019-02-19 160.500000 164.149994 160.330002 162.289993 162.289993 14345400
188 2019-02-20 162.250000 163.720001 161.250000 162.559998 162.559998 11770700
189 2019-02-21 161.929993 162.240005 159.589996 160.039993 160.039993 15607800
190 2019-02-22 160.580002 162.410004 160.309998 161.889999 161.889999 15858500
191 2019-02-25 163.070007 166.070007 162.899994 164.619995 164.619995 18737100
192 2019-02-26 164.339996 166.240005 163.800003 164.130005 164.130005 13784100
193 2019-02-27 162.899994 163.929993 160.410004 162.809998 162.809998 12697500
194 2019-02-28 162.369995 163.500000 160.860001 161.449997 161.449997 11114200
195 2019-03-01 162.600006 163.130005 161.690002 162.279999 162.279999 11097800
196 2019-03-04 163.899994 167.500000 163.830002 167.369995 167.369995 18894700
197 2019-03-05 167.369995 171.880005 166.550003 171.259995 171.259995 28187900
198 2019-03-06 172.899994 173.570007 171.270004 172.509995 172.509995 21531700
199 2019-03-07 171.500000 171.740005 167.610001 169.130005 169.130005 18205400
200 2019-03-08 166.199997 169.619995 165.970001 169.600006 169.600006 13184800
201 2019-03-11 171.600006 174.300003 171.580002 172.070007 172.070007 18884000
202 2019-03-12 172.089996 173.800003 171.220001 171.919998 171.919998 12155300
203 2019-03-13 172.320007 174.029999 172.119995 173.369995 173.369995 11973300
204 2019-03-14 169.759995 171.149994 168.160004 170.169998 170.169998 18037400
205 2019-03-15 167.160004 167.580002 162.509995 165.979996 165.979996 37135400
206 2019-03-18 163.570007 163.899994 159.279999 160.470001 160.470001 37524200
207 2019-03-19 161.479996 163.820007 160.820007 161.570007 161.570007 25611500
208 2019-03-20 161.500000 166.119995 161.240005 165.440002 165.440002 20211500
209 2019-03-21 164.889999 166.389999 163.750000 166.080002 166.080002 16223000
210 2019-03-22 165.649994 167.419998 164.089996 164.339996 164.339996 16389200
211 2019-03-25 163.000000 166.539993 162.000000 166.289993 166.289993 12631200
212 2019-03-26 167.350006 169.449997 166.350006 167.679993 167.679993 15437900
213 2019-03-27 167.850006 168.940002 164.789993 165.869995 165.869995 10620300
214 2019-03-28 164.570007 166.720001 163.330002 165.550003 165.550003 10689200
215 2019-03-29 166.389999 167.190002 164.809998 166.690002 166.690002 13455500
216 2019-04-01 167.830002 168.899994 167.279999 168.699997 168.699997 10381500
217 2019-04-02 170.139999 174.899994 169.550003 174.199997 174.199997 23946500
218 2019-04-03 174.500000 177.960007 172.949997 173.539993 173.539993 27590100
219 2019-04-04 176.020004 178.000000 175.529999 176.020004 176.020004 17847700
220 2019-04-05 176.880005 177.000000 175.100006 175.720001 175.720001 9594100
221 2019-04-08 175.210007 175.500000 174.229996 174.929993 174.929993 7297400
222 2019-04-09 175.619995 179.190002 175.550003 177.580002 177.580002 19751000
223 2019-04-10 178.179993 178.789993 176.539993 177.820007 177.820007 11701500
224 2019-04-11 178.240005 178.399994 177.000000 177.509995 177.509995 8071000
225 2019-04-12 178.000000 179.630005 177.949997 179.100006 179.100006 12329800
226 2019-04-15 178.500000 180.500000 176.869995 179.649994 179.649994 10834800
227 2019-04-16 179.000000 180.169998 178.300003 178.869995 178.869995 11215200
228 2019-04-17 179.600006 180.740005 178.360001 178.779999 178.779999 9973700
229 2019-04-18 178.800003 178.880005 177.339996 178.279999 178.279999 11655600
230 2019-04-22 178.250000 181.669998 178.250000 181.440002 181.440002 13389900
231 2019-04-23 182.740005 184.220001 181.479996 183.779999 183.779999 19954800
232 2019-04-24 184.490005 185.139999 181.649994 182.580002 182.580002 37289900
233 2019-04-25 196.979996 198.479996 192.119995 193.259995 193.259995 54148800
234 2019-04-26 192.500000 192.899994 189.089996 191.490005 191.490005 22075000
235 2019-04-29 190.949997 195.410004 190.649994 194.779999 194.779999 19641300
236 2019-04-30 194.190002 197.389999 192.279999 193.399994 193.399994 23494700
237 2019-05-01 194.779999 196.179993 193.009995 193.029999 193.029999 15996600
238 2019-05-02 193.000000 194.000000 189.750000 192.529999 192.529999 13209500
239 2019-05-03 194.380005 196.160004 193.710007 195.470001 195.470001 14575400
240 2019-05-06 191.240005 194.279999 190.550003 193.880005 193.880005 13994900
241 2019-05-07 192.539993 192.899994 187.850006 189.770004 189.770004 16253000
242 2019-05-08 189.389999 190.720001 188.550003 189.539993 189.539993 12505700
243 2019-05-09 187.199997 189.770004 186.259995 188.649994 188.649994 12967000
244 2019-05-10 188.250000 190.000000 184.589996 188.339996 188.339996 12578500
245 2019-05-13 183.500000 185.429993 180.839996 181.539993 181.539993 16833300
246 2019-05-14 182.520004 183.490005 178.100006 180.729996 180.729996 17628100
247 2019-05-15 180.419998 187.279999 180.020004 186.270004 186.270004 16746900
248 2019-05-16 185.050003 188.580002 185.050003 186.990005 186.990005 12953100
249 2019-05-17 184.839996 187.580002 184.279999 185.300003 185.300003 10485400
250 2019-05-20 181.880005 184.229996 181.369995 182.720001 182.720001 10352000
251 2019-05-21 184.570007 185.699997 183.889999 184.820007 184.820007 7502800
252 2019-05-22 184.729996 186.740005 183.610001 185.320007 185.320007 9203300
253 2019-05-23 182.419998 183.899994 179.669998 180.460007 180.460007 10396877