zhoujie2104231
2757a4d0d2
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
18 KiB
CSV
254 lines
18 KiB
CSV
Date,Open,High,Low,Close,Adj Close,Volume
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2016-11-02,778.200012,781.650024,763.450012,768.700012,768.700012,1872400
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2016-11-03,767.250000,769.950012,759.030029,762.130005,762.130005,1943200
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2016-11-04,750.659973,770.359985,750.560974,762.020020,762.020020,2134800
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2016-11-07,774.500000,785.190002,772.549988,782.520020,782.520020,1585100
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2016-11-08,783.400024,795.632996,780.190002,790.510010,790.510010,1350800
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2016-11-09,779.940002,791.226990,771.669983,785.309998,785.309998,2607100
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2016-11-10,791.169983,791.169983,752.179993,762.559998,762.559998,4745200
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2016-11-11,756.539978,760.780029,750.380005,754.020020,754.020020,2431800
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2016-11-14,755.599976,757.849976,727.539978,736.080017,736.080017,3631700
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2016-11-15,746.969971,764.416016,746.969971,758.489990,758.489990,2384000
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2016-11-16,755.200012,766.359985,750.510010,764.479980,764.479980,1465200
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2016-11-17,766.919983,772.700012,764.229980,771.229980,771.229980,1304000
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2016-11-18,771.369995,775.000000,760.000000,760.539978,760.539978,1547100
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2016-11-21,762.609985,769.700012,760.599976,769.200012,769.200012,1330600
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2016-11-22,772.630005,776.960022,767.000000,768.270020,768.270020,1593100
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2016-11-23,767.729980,768.283020,755.250000,760.989990,760.989990,1477400
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2016-11-25,764.260010,765.000000,760.520020,761.679993,761.679993,587400
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2016-11-28,760.000000,779.530029,759.799988,768.239990,768.239990,2188200
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2016-11-29,771.530029,778.500000,768.239990,770.840027,770.840027,1616600
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2016-11-30,770.070007,772.989990,754.830017,758.039978,758.039978,2392900
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2016-12-01,757.440002,759.849976,737.025024,747.919983,747.919983,3017900
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2016-12-02,744.590027,754.000000,743.099976,750.500000,750.500000,1452500
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2016-12-05,757.710022,763.900024,752.900024,762.520020,762.520020,1394200
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2016-12-06,764.729980,768.830017,757.340027,759.109985,759.109985,1690700
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2016-12-07,761.000000,771.359985,755.799988,771.190002,771.190002,1761000
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2016-12-08,772.479980,778.179993,767.229980,776.419983,776.419983,1488100
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2016-12-09,780.000000,789.429993,779.020996,789.289978,789.289978,1821900
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2016-12-12,785.039978,791.250000,784.354980,789.270020,789.270020,2104100
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2016-12-13,793.900024,804.380005,793.340027,796.099976,796.099976,2145200
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2016-12-14,797.400024,804.000000,794.010010,797.070007,797.070007,1704200
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2016-12-15,797.340027,803.000000,792.919983,797.849976,797.849976,1626500
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2016-12-16,800.400024,800.856018,790.289978,790.799988,790.799988,2428300
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2016-12-19,790.219971,797.659973,786.270020,794.200012,794.200012,1232100
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2016-12-20,796.760010,798.650024,793.270020,796.419983,796.419983,951000
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2016-12-21,795.840027,796.676025,787.099976,794.559998,794.559998,1211300
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2016-12-22,792.359985,793.320007,788.580017,791.260010,791.260010,972200
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2016-12-23,790.900024,792.739990,787.280029,789.909973,789.909973,623400
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2016-12-27,790.679993,797.859985,787.656982,791.549988,791.549988,789100
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2016-12-28,793.700012,794.229980,783.200012,785.049988,785.049988,1153800
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2016-12-29,783.330017,785.929993,778.919983,782.789978,782.789978,742200
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2016-12-30,782.750000,782.780029,770.409973,771.820007,771.820007,1770000
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2017-01-03,778.809998,789.630005,775.799988,786.140015,786.140015,1657300
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2017-01-04,788.359985,791.340027,783.159973,786.900024,786.900024,1073000
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2017-01-05,786.080017,794.479980,785.020020,794.020020,794.020020,1335200
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2017-01-06,795.260010,807.900024,792.203979,806.150024,806.150024,1640200
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2017-01-09,806.400024,809.966003,802.830017,806.650024,806.650024,1272400
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2017-01-10,807.859985,809.130005,803.510010,804.789978,804.789978,1176800
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2017-01-11,805.000000,808.150024,801.369995,807.909973,807.909973,1065900
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2017-01-12,807.140015,807.390015,799.169983,806.359985,806.359985,1353100
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2017-01-13,807.479980,811.223999,806.690002,807.880005,807.880005,1099200
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2017-01-17,807.080017,807.140015,800.369995,804.609985,804.609985,1355800
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2017-01-18,805.809998,806.205017,800.989990,806.070007,806.070007,1294400
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2017-01-19,805.119995,809.479980,801.799988,802.174988,802.174988,919300
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2017-01-20,806.909973,806.909973,801.690002,805.020020,805.020020,1670000
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2017-01-23,807.250000,820.869995,803.739990,819.309998,819.309998,1963600
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2017-01-24,822.299988,825.900024,817.820984,823.869995,823.869995,1474000
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2017-01-25,829.619995,835.770020,825.059998,835.669983,835.669983,1494500
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2017-01-26,837.809998,838.000000,827.010010,832.150024,832.150024,2973900
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2017-01-27,834.710022,841.950012,820.440002,823.309998,823.309998,2965800
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2017-01-30,814.659973,815.840027,799.799988,802.320007,802.320007,3246600
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2017-01-31,796.859985,801.250000,790.520020,796.789978,796.789978,2160600
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2017-02-01,799.679993,801.190002,791.190002,795.695007,795.695007,2029700
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2017-02-02,793.799988,802.700012,792.000000,798.530029,798.530029,1532100
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2017-02-03,802.989990,806.000000,800.369995,801.489990,801.489990,1463400
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2017-02-06,799.700012,801.669983,795.250000,801.340027,801.340027,1184500
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2017-02-07,803.989990,810.500000,801.780029,806.969971,806.969971,1241200
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2017-02-08,807.000000,811.840027,803.190002,808.380005,808.380005,1155300
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2017-02-09,809.510010,810.659973,804.539978,809.559998,809.559998,989700
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2017-02-10,811.700012,815.250000,809.780029,813.669983,813.669983,1135000
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2017-02-13,816.000000,820.958984,815.489990,819.239990,819.239990,1213300
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2017-02-14,819.000000,823.000000,816.000000,820.450012,820.450012,1053600
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2017-02-15,819.359985,823.000000,818.469971,818.979980,818.979980,1313600
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2017-02-16,819.929993,824.400024,818.979980,824.159973,824.159973,1287600
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2017-02-17,823.020020,828.070007,821.655029,828.070007,828.070007,1611000
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2017-02-21,828.659973,833.450012,828.349976,831.659973,831.659973,1262300
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2017-02-22,828.659973,833.250000,828.640015,830.760010,830.760010,982900
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2017-02-23,830.119995,832.460022,822.880005,831.330017,831.330017,1472800
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2017-02-24,827.729980,829.000000,824.200012,828.640015,828.640015,1392200
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2017-02-27,824.549988,830.500000,824.000000,829.280029,829.280029,1101500
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2017-02-28,825.609985,828.539978,820.200012,823.210022,823.210022,2260800
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2017-03-01,828.849976,836.255005,827.260010,835.239990,835.239990,1496500
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2017-03-02,833.849976,834.510010,829.640015,830.630005,830.630005,942500
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2017-03-03,830.559998,831.359985,825.750977,829.080017,829.080017,896400
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2017-03-06,826.950012,828.880005,822.400024,827.780029,827.780029,1109000
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2017-03-07,827.400024,833.409973,826.520020,831.909973,831.909973,1037600
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2017-03-08,833.510010,838.150024,831.789978,835.369995,835.369995,989800
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2017-03-09,836.000000,842.000000,834.210022,838.679993,838.679993,1261500
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2017-03-10,843.280029,844.909973,839.500000,843.250000,843.250000,1704000
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2017-03-13,844.000000,848.684998,843.250000,845.539978,845.539978,1223600
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2017-03-14,843.640015,847.239990,840.799988,845.619995,845.619995,779900
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2017-03-15,847.590027,848.630005,840.770020,847.200012,847.200012,1381500
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2017-03-16,849.030029,850.849976,846.130005,848.780029,848.780029,977600
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2017-03-17,851.609985,853.400024,847.109985,852.119995,852.119995,1712300
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2017-03-20,850.010010,850.219971,845.150024,848.400024,848.400024,1231500
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2017-03-21,851.400024,853.500000,829.020020,830.460022,830.460022,2463500
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2017-03-22,831.909973,835.549988,827.179993,829.590027,829.590027,1401500
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2017-03-23,821.000000,822.570007,812.257019,817.580017,817.580017,3487100
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2017-03-24,820.080017,821.929993,808.890015,814.429993,814.429993,1981000
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2017-03-27,806.950012,821.630005,803.369995,819.510010,819.510010,1894300
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2017-03-28,820.409973,825.989990,814.026978,820.919983,820.919983,1620500
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2017-03-29,825.000000,832.765015,822.380005,831.409973,831.409973,1786300
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2017-03-30,833.500000,833.679993,829.000000,831.500000,831.500000,1055300
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2017-03-31,828.969971,831.640015,827.390015,829.559998,829.559998,1401900
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2017-04-03,829.219971,840.849976,829.219971,838.549988,838.549988,1671500
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2017-04-04,831.359985,835.179993,829.036011,834.570007,834.570007,1045400
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2017-04-05,835.510010,842.450012,830.719971,831.409973,831.409973,1555300
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2017-04-06,832.400024,836.390015,826.460022,827.880005,827.880005,1254400
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2017-04-07,827.960022,828.484985,820.513000,824.669983,824.669983,1057300
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2017-04-10,825.390015,829.349976,823.770020,824.729980,824.729980,978900
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2017-04-11,824.710022,827.427002,817.020020,823.349976,823.349976,1079700
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2017-04-12,821.929993,826.659973,821.020020,824.320007,824.320007,900500
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2017-04-13,822.140015,826.380005,821.440002,823.559998,823.559998,1122400
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2017-04-17,825.010010,837.750000,824.469971,837.169983,837.169983,895000
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2017-04-18,834.219971,838.929993,832.710022,836.820007,836.820007,836700
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2017-04-19,839.789978,842.219971,836.289978,838.210022,838.210022,954200
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2017-04-20,841.440002,845.200012,839.320007,841.650024,841.650024,959000
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2017-04-21,842.880005,843.880005,840.599976,843.190002,843.190002,1323600
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2017-04-24,851.200012,863.450012,849.859985,862.760010,862.760010,1372500
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2017-04-25,865.000000,875.000000,862.809998,872.299988,872.299988,1672000
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2017-04-26,874.229980,876.049988,867.747986,871.729980,871.729980,1237200
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2017-04-27,873.599976,875.400024,870.380005,874.250000,874.250000,2026800
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2017-04-28,910.659973,916.849976,905.770020,905.960022,905.960022,3219500
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2017-05-01,901.940002,915.679993,901.450012,912.570007,912.570007,2116000
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2017-05-02,909.619995,920.770020,909.453003,916.440002,916.440002,1587200
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2017-05-03,914.859985,928.099976,912.543030,927.039978,927.039978,1499500
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2017-05-04,926.070007,935.929993,924.590027,931.659973,931.659973,1422100
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2017-05-05,933.539978,934.900024,925.200012,927.130005,927.130005,1911300
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2017-05-08,926.119995,936.924988,925.260010,934.299988,934.299988,1329800
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2017-05-09,936.950012,937.500000,929.530029,932.169983,932.169983,1581800
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2017-05-10,931.979980,932.000000,925.159973,928.780029,928.780029,1173900
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2017-05-11,925.320007,932.530029,923.030029,930.599976,930.599976,835000
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2017-05-12,931.530029,933.440002,927.849976,932.219971,932.219971,1050600
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2017-05-15,932.950012,938.250000,929.340027,937.080017,937.080017,1108100
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2017-05-16,940.000000,943.109985,937.580017,943.000000,943.000000,969500
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2017-05-17,935.669983,939.333008,918.140015,919.619995,919.619995,2362100
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2017-05-18,921.000000,933.169983,918.750000,930.239990,930.239990,1596900
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2017-05-19,931.469971,937.755005,931.000000,934.010010,934.010010,1393000
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2017-05-22,935.000000,941.882996,935.000000,941.859985,941.859985,1120400
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2017-05-23,947.919983,951.466980,942.575012,948.820007,948.820007,1270800
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2017-05-24,952.979980,955.090027,949.500000,954.960022,954.960022,1024800
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2017-05-25,957.330017,972.629028,955.469971,969.539978,969.539978,1660500
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2017-05-26,969.700012,974.979980,965.030029,971.469971,971.469971,1252000
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2017-05-30,970.309998,976.200012,969.489990,975.880005,975.880005,1466700
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2017-05-31,975.020020,979.270020,960.179993,964.859985,964.859985,2448100
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2017-06-01,968.950012,971.500000,960.010010,966.950012,966.950012,1410500
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2017-06-02,969.460022,975.880005,966.000000,975.599976,975.599976,1751000
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2017-06-05,976.549988,986.909973,975.099976,983.679993,983.679993,1252100
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2017-06-06,983.159973,988.250000,975.140015,976.570007,976.570007,1814600
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2017-06-07,980.000000,983.979980,975.940002,980.940002,980.940002,1453900
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2017-06-08,982.349976,984.570007,977.200012,983.409973,983.409973,1471500
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2017-06-09,984.500000,984.500000,935.630005,949.830017,949.830017,3309400
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2017-06-12,939.559998,949.354980,915.232971,942.900024,942.900024,3763500
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2017-06-13,951.909973,959.979980,944.090027,953.400024,953.400024,2013300
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2017-06-14,959.919983,961.150024,942.250000,950.760010,950.760010,1489700
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2017-06-15,933.969971,943.338989,924.440002,942.309998,942.309998,2133100
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2017-06-16,940.000000,942.039978,931.594971,939.780029,939.780029,3094700
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2017-06-19,949.960022,959.989990,949.049988,957.369995,957.369995,1533300
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2017-06-20,957.520020,961.619995,950.010010,950.630005,950.630005,1126000
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2017-06-21,953.640015,960.099976,950.760010,959.450012,959.450012,1202200
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2017-06-22,958.700012,960.719971,954.549988,957.090027,957.090027,941400
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2017-06-23,956.830017,966.000000,954.200012,965.590027,965.590027,1527900
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2017-06-26,969.900024,973.309998,950.789978,952.270020,952.270020,1598400
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2017-06-27,942.460022,948.289978,926.849976,927.330017,927.330017,2579900
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2017-06-28,929.000000,942.750000,916.000000,940.489990,940.489990,2721400
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2017-06-29,929.919983,931.260010,910.619995,917.789978,917.789978,3299200
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2017-06-30,926.049988,926.049988,908.309998,908.729980,908.729980,2090200
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2017-07-03,912.179993,913.940002,894.789978,898.700012,898.700012,1709800
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2017-07-05,901.760010,914.510010,898.500000,911.710022,911.710022,1813900
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2017-07-06,904.119995,914.943970,899.700012,906.690002,906.690002,1424500
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2017-07-07,908.849976,921.539978,908.849976,918.590027,918.590027,1637800
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2017-07-10,921.770020,930.380005,919.590027,928.799988,928.799988,1192800
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2017-07-11,929.539978,931.429993,922.000000,930.090027,930.090027,1113200
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2017-07-12,938.679993,946.299988,934.469971,943.830017,943.830017,1532100
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2017-07-13,946.289978,954.450012,943.010010,947.159973,947.159973,1294700
|
|
2017-07-14,952.000000,956.909973,948.005005,955.989990,955.989990,1053800
|
|
2017-07-17,957.000000,960.739990,949.241028,953.419983,953.419983,1165500
|
|
2017-07-18,953.000000,968.039978,950.599976,965.400024,965.400024,1154000
|
|
2017-07-19,967.840027,973.039978,964.030029,970.890015,970.890015,1224500
|
|
2017-07-20,975.000000,975.900024,961.510010,968.150024,968.150024,1624500
|
|
2017-07-21,962.250000,973.229980,960.150024,972.919983,972.919983,1711000
|
|
2017-07-24,972.219971,986.200012,970.770020,980.340027,980.340027,3248300
|
|
2017-07-25,953.809998,959.700012,945.400024,950.700012,950.700012,4661000
|
|
2017-07-26,954.679993,955.000000,942.278992,947.799988,947.799988,2088300
|
|
2017-07-27,951.780029,951.780029,920.000000,934.090027,934.090027,3213000
|
|
2017-07-28,929.400024,943.830017,927.500000,941.530029,941.530029,1846400
|
|
2017-07-31,941.890015,943.590027,926.039978,930.500000,930.500000,1970100
|
|
2017-08-01,932.380005,937.447021,929.260010,930.830017,930.830017,1277700
|
|
2017-08-02,928.609985,932.599976,916.679993,930.390015,930.390015,1824400
|
|
2017-08-03,930.340027,932.239990,922.239990,923.650024,923.650024,1202500
|
|
2017-08-04,926.750000,930.307007,923.030029,927.960022,927.960022,1082300
|
|
2017-08-07,929.059998,931.700012,926.500000,929.359985,929.359985,1032200
|
|
2017-08-08,927.090027,935.814026,925.609985,926.789978,926.789978,1061600
|
|
2017-08-09,920.609985,925.979980,917.250000,922.900024,922.900024,1192100
|
|
2017-08-10,917.549988,919.260010,906.130005,907.239990,907.239990,1824000
|
|
2017-08-11,907.969971,917.780029,905.580017,914.390015,914.390015,1206800
|
|
2017-08-14,922.530029,924.668030,918.190002,922.669983,922.669983,1064500
|
|
2017-08-15,924.229980,926.549988,919.820007,922.219971,922.219971,883400
|
|
2017-08-16,925.289978,932.700012,923.445007,926.960022,926.960022,1006700
|
|
2017-08-17,925.780029,926.859985,910.979980,910.979980,910.979980,1277200
|
|
2017-08-18,910.309998,915.275024,907.153992,910.669983,910.669983,1342700
|
|
2017-08-21,910.000000,913.000000,903.400024,906.659973,906.659973,943400
|
|
2017-08-22,912.719971,925.859985,911.474976,924.690002,924.690002,1166700
|
|
2017-08-23,921.929993,929.929993,919.359985,927.000000,927.000000,1090200
|
|
2017-08-24,928.659973,930.840027,915.500000,921.280029,921.280029,1270300
|
|
2017-08-25,923.489990,925.554993,915.500000,915.890015,915.890015,1053400
|
|
2017-08-28,916.000000,919.244995,911.869995,913.809998,913.809998,1086500
|
|
2017-08-29,905.099976,923.330017,905.000000,921.289978,921.289978,1185600
|
|
2017-08-30,920.049988,930.818970,919.650024,929.570007,929.570007,1301200
|
|
2017-08-31,931.760010,941.979980,931.760010,939.330017,939.330017,1582600
|
|
2017-09-01,941.130005,942.479980,935.150024,937.340027,937.340027,947400
|
|
2017-09-05,933.080017,937.000000,921.960022,928.450012,928.450012,1326400
|
|
2017-09-06,930.150024,930.914978,919.270020,927.809998,927.809998,1527700
|
|
2017-09-07,931.729980,936.409973,923.619995,935.950012,935.950012,1212700
|
|
2017-09-08,936.489990,936.989990,924.880005,926.500000,926.500000,1011500
|
|
2017-09-11,934.250000,938.380005,926.919983,929.080017,929.080017,1267000
|
|
2017-09-12,932.590027,933.479980,923.861023,932.070007,932.070007,1134400
|
|
2017-09-13,930.659973,937.250000,929.859985,935.090027,935.090027,1102600
|
|
2017-09-14,931.250000,932.770020,924.000000,925.109985,925.109985,1397600
|
|
2017-09-15,924.659973,926.489990,916.359985,920.289978,920.289978,2505400
|
|
2017-09-18,920.010010,922.080017,910.599976,915.000000,915.000000,1306900
|
|
2017-09-19,917.419983,922.419983,912.549988,921.809998,921.809998,936700
|
|
2017-09-20,922.979980,933.880005,922.000000,931.580017,931.580017,1669800
|
|
2017-09-21,933.000000,936.530029,923.830017,932.450012,932.450012,1290600
|
|
2017-09-22,927.750000,934.729980,926.479980,928.530029,928.530029,1052700
|
|
2017-09-25,925.450012,926.400024,909.700012,920.969971,920.969971,1856800
|
|
2017-09-26,923.719971,930.820007,921.140015,924.859985,924.859985,1666900
|
|
2017-09-27,927.739990,949.900024,927.739990,944.489990,944.489990,2239400
|
|
2017-09-28,941.359985,950.690002,940.549988,949.500000,949.500000,1020300
|
|
2017-09-29,952.000000,959.786011,951.510010,959.109985,959.109985,1581000
|
|
2017-10-02,959.979980,962.539978,947.840027,953.270020,953.270020,1283400
|
|
2017-10-03,954.000000,958.000000,949.140015,957.789978,957.789978,888300
|
|
2017-10-04,957.000000,960.390015,950.690002,951.679993,951.679993,952400
|
|
2017-10-05,955.489990,970.909973,955.179993,969.960022,969.960022,1213800
|
|
2017-10-06,966.700012,979.460022,963.359985,978.890015,978.890015,1173900
|
|
2017-10-09,980.000000,985.424988,976.109985,977.000000,977.000000,891400
|
|
2017-10-10,980.000000,981.570007,966.080017,972.599976,972.599976,968400
|
|
2017-10-11,973.719971,990.710022,972.250000,989.250000,989.250000,1693300
|
|
2017-10-12,987.450012,994.119995,985.000000,987.830017,987.830017,1262400
|
|
2017-10-13,992.000000,997.210022,989.000000,989.679993,989.679993,1169800
|
|
2017-10-16,992.099976,993.906982,984.000000,992.000000,992.000000,910500
|
|
2017-10-17,990.289978,996.440002,988.590027,992.179993,992.179993,1290200
|
|
2017-10-18,991.770020,996.719971,986.974976,992.809998,992.809998,1057600
|
|
2017-10-19,986.000000,988.880005,978.390015,984.450012,984.450012,1313600
|
|
2017-10-20,989.440002,991.000000,984.580017,988.200012,988.200012,1183200
|
|
2017-10-23,989.520020,989.520020,966.119995,968.450012,968.450012,1478400
|
|
2017-10-24,970.000000,972.229980,961.000000,970.539978,970.539978,1212200
|
|
2017-10-25,968.369995,976.090027,960.520020,973.330017,973.330017,1211300
|
|
2017-10-26,980.000000,987.599976,972.200012,972.559998,972.559998,2042100
|
|
2017-10-27,1009.190002,1048.390015,1008.200012,1019.270020,1019.270020,5167700
|
|
2017-10-30,1014.000000,1024.969971,1007.500000,1017.109985,1017.109985,2085100
|
|
2017-10-31,1015.219971,1024.000000,1010.419983,1016.640015,1016.640015,1330700
|
|
2017-11-01,1017.210022,1029.670044,1016.950012,1025.500000,1025.500000,1373444
|