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feat(WalkForward): added regression/classification switch, archived old experiments, wrapped the process into run_whole_pipeline() (#10)

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* refactor(WalkForward): cleaned up training & evaluation code

* refactor: added run_whole_pipeline(), moved all previous models to archive
This commit is contained in:
Mark Aron Szulyovszky
2021-12-14 18:16:17 +01:00
committed by GitHub
parent 7aedb91069
commit d047b7417e
89 changed files with 10763 additions and 6477 deletions
Download Patch File Download Diff File Expand all files Collapse all files
data/ETH_UNI.csv
+453 -453
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@@ -1,30 +1,4 @@
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2021-07-14,112.74,104.35,105.13,111.49
2021-07-15,119.59,110.5,111.49,112.48
2021-07-16,120.13,113.19,112.48,114.82
2021-07-17,119.1,114.8,114.82,117.93
2021-07-18,122.06,115.28,117.93,115.96
2021-07-19,121.84,114.86,115.96,115.58
2021-07-20,126.4,118.16,115.58,122.67
2021-07-21,120.99,104.99,122.67,119.38
2021-07-22,116.22,110.94,119.38,115.17
2021-07-23,114.57,107.34,115.17,114.25
2021-07-24,120.51,115.48,114.25,119.76
2021-07-25,120.14,115.31,119.76,119.79
2021-07-26,131.16,117.36,119.79,120.26
2021-07-27,122.71,113.97,120.26,121.75
2021-07-28,122.9,117.94,121.75,120.63
2021-07-29,122.47,115.84,120.63,121.66
2021-07-30,117.99,110.72,121.66,117.64
2021-07-31,117.47,111.44,117.64,116.31
2021-08-01,122.66,114.39,116.31,116.31
2021-08-02,119.08,112.17,116.31,116.52
2021-08-03,123.42,114.79,116.52,117.57
2021-08-04,117.69,104.55,117.57,115.81
2021-08-05,111.76,99.8,115.81,111.13
2021-08-06,112.58,104.06,111.13,110.49
2021-08-07,111.96,101.28,110.49,111.63
2021-08-08,119.3,110.44,111.63,112.77
2021-08-09,112.33,102.16,112.77,111.5
2021-08-10,112.34,106.16,111.5,109.22
2021-08-11,112.92,107.79,109.22,109.18
2021-08-12,115.27,106.18,108.95,108.46
2021-08-13,109.02,99.52,108.46,108.93
2021-08-14,110.53,106.5,108.93,108.39
2021-08-15,109.73,102.94,108.39,109.36
2021-08-16,114.62,108.01,109.36,108.27
2021-08-17,124.58,113.36,108.27,114.04
2021-08-18,118.94,112.48,114.04,114.72
2021-08-19,113.98,105.87,114.72,113.88
2021-08-20,114.26,110.03,113.88,113.72
2021-08-21,117.14,113.61,113.72,114.17
2021-08-22,115.19,110.1,114.17,114.04
2021-08-23,117.21,112.19,114.04,115.29
2021-08-24,126.13,118.69,115.29,119.14
2021-08-25,120.02,113.93,119.14,119.22
2021-08-26,127.32,119.79,119.22,121.18
2021-08-27,119.65,111.71,121.18,119.41
2021-08-28,122.46,119.75,119.41,120.98
2021-08-29,122.56,117.76,120.98,120.31
2021-08-30,124.73,117.28,120.31,120.31
2021-08-31,118.12,108.58,120.31,116.74
2021-09-01,122.55,107.96,116.74,122.18
2021-09-02,128.21,124.43,122.18,126.55
2021-09-03,140.44,129.53,126.55,137.48
2021-09-04,138.99,134.25,137.48,136.02
2021-09-05,135.55,130.58,136.02,134.55
2021-09-06,137.61,134.27,134.55,136.15
2021-09-07,162.61,128.15,136.15,141.43
2021-09-08,153.78,139.18,141.43,151.14
2021-09-09,152.88,145.82,151.14,146.85
2021-09-10,157.54,141.31,146.85,143.89
2021-09-11,147.32,140.91,143.89,143.73
2021-09-12,146.21,136.19,143.73,143.49
2021-09-13,151.33,137.76,143.49,144.95
2021-09-14,133.77,127.47,144.95,133.76
2021-09-15,131.57,122.37,133.76,131.52
2021-09-16,139.99,132.84,131.52,136.0
2021-09-17,147.84,137.91,136.0,139.85
2021-09-18,144.35,137.41,139.85,140.08
2021-09-19,144.61,137.55,140.08,139.35
2021-09-20,160.06,140.49,139.35,142.52
2021-09-21,162.95,140.52,142.52,145.15
2021-09-22,142.81,126.68,145.15,142.32
2021-09-23,147.56,141.17,142.32,146.64
2021-09-24,160.8,139.58,146.64,149.09
2021-09-25,152.35,144.33,149.09,150.12
2021-09-26,129.36,113.86,150.12,127.14
2021-09-27,141.3,130.6,127.14,130.66
2021-09-28,128.69,120.98,130.66,121.62
2021-09-29,128.16,121.06,121.62,123.91
2021-09-30,129.56,120.68,123.91,127.56
2021-10-01,129.9,115.92,127.56,129.1
2021-10-02,132.69,124.7,129.1,129.68
2021-10-03,134.07,128.87,129.68,131.45
2021-10-04,135.65,129.65,131.45,133.63
2021-10-05,138.21,131.3,133.63,137.14
2021-10-06,143.71,132.68,137.14,141.57
2021-10-07,143.18,136.0,141.57,140.57
2021-10-08,148.47,143.05,140.55,143.88
2021-10-09,144.38,140.88,143.88,142.28
2021-10-10,149.09,141.03,142.28,141.29
2021-10-11,149.84,139.77,141.29,146.53
2021-10-12,151.16,145.12,146.53,148.84
2021-10-13,146.35,138.4,148.84,146.09
2021-10-14,144.65,135.76,146.09,143.39
2021-10-15,150.45,144.27,143.39,149.39
2021-10-16,146.56,140.61,149.39,141.57
2021-10-17,151.21,141.64,141.57,148.48
2021-10-18,151.75,143.61,148.48,146.05
2021-10-19,149.33,143.48,146.05,149.0
2021-10-20,153.64,141.14,149.0,153.41
2021-10-21,167.5,154.29,153.41,155.3
2021-10-22,162.51,152.43,155.3,154.91
2021-10-23,155.36,146.89,154.91,155.27
2021-10-24,162.28,153.71,155.27,158.3
2021-10-25,158.29,152.11,158.3,157.72
2021-10-26,161.59,154.21,157.72,155.58
2021-10-27,178.22,162.21,155.58,162.48
2021-10-28,172.46,156.47,162.48,172.23
2021-10-29,175.11,167.89,172.23,173.61
2021-10-30,178.02,170.43,173.61,173.54
2021-10-31,175.85,166.83,173.54,171.62
2021-11-01,170.99,162.12,171.62,168.6
2021-11-02,175.72,163.75,168.6,175.35
2021-11-03,173.85,166.09,175.35,171.52
2021-11-04,178.91,171.75,171.52,176.09
2021-11-05,178.63,173.58,176.09,174.93
2021-11-06,180.0,172.11,174.93,179.6
2021-11-07,183.12,177.9,179.6,182.26
2021-11-08,183.72,175.73,182.26,183.17
2021-11-09,183.5,178.86,183.17,179.52
2021-11-10,192.4,178.03,179.52,183.16
2021-11-11,188.22,180.29,183.16,185.91
2021-11-12,195.64,183.56,185.91,189.9
2021-11-13,190.93,186.03,189.9,188.48
2021-11-14,190.85,183.84,188.48,188.33
2021-11-15,198.84,189.33,188.33,190.27
2021-11-16,210.44,190.06,190.27,194.03
2021-11-17,197.67,189.96,193.96,194.45
2020-09-17,113.9,105.09,256307.69,112.45
2020-09-18,56.86,55.13,112.45,55.81
2020-09-19,68.1,66.86,55.81,67.33
2020-09-20,72.74,70.48,67.33,70.86
2020-09-21,84.22,78.79,70.86,80.27
2020-09-22,89.08,87.12,80.27,88.09
2020-09-23,77.23,73.17,88.09,73.78
2020-09-24,68.64,64.84,73.78,67.84
2020-09-25,72.35,69.35,67.84,71.57
2020-09-26,73.05,71.66,71.57,72.78
2020-09-27,74.59,72.88,72.78,73.77
2020-09-28,84.88,82.53,73.77,83.44
2020-09-29,82.34,81.23,83.44,81.99
2020-09-30,86.91,85.46,81.99,86.52
2020-10-01,84.62,82.57,86.52,83.17
2020-10-02,90.34,87.38,83.17,88.74
2020-10-03,89.5,88.07,88.74,88.58
2020-10-04,94.93,93.52,88.58,94.67
2020-10-05,107.67,106.37,94.67,106.5
2020-10-06,128.68,125.01,106.5,125.6
2020-10-07,115.87,113.79,125.6,115.3
2020-10-08,105.64,103.36,115.3,104.76
2020-10-09,108.45,104.63,104.76,107.8
2020-10-10,113.94,112.16,107.8,112.4
2020-10-11,111.83,110.44,112.4,111.22
2020-10-12,112.71,108.58,111.22,111.85
2020-10-13,114.44,112.84,111.85,113.62
2020-10-14,123.33,121.09,113.62,121.68
2020-10-15,124.5,122.44,121.68,122.55
2020-10-16,122.33,119.76,122.55,119.95
2020-10-17,120.53,119.6,119.95,120.38
2020-10-18,115.64,113.57,120.38,115.29
2020-10-19,121.98,119.27,115.29,119.61
2020-10-20,134.92,128.58,119.61,128.88
2020-10-21,135.67,131.97,128.88,132.97
2020-10-22,137.1,129.89,132.97,136.08
2020-10-23,138.24,135.36,136.08,135.88
2020-10-24,142.33,139.47,135.88,140.19
2020-10-25,148.38,146.27,140.19,146.36
2020-10-26,150.84,143.86,146.36,144.87
2020-10-27,146.97,142.7,144.87,143.47
2020-10-28,148.43,143.75,143.47,145.84
2020-10-29,156.51,151.59,145.84,152.44
2020-10-30,162.81,157.81,152.44,158.54
2020-10-31,173.1,170.05,158.54,170.54
2020-11-01,167.25,162.15,170.54,166.84
2020-11-02,176.47,169.43,166.84,170.1
2020-11-03,186.16,181.51,170.1,181.51
2020-11-04,210.86,202.05,181.51,208.73
2020-11-05,203.84,189.32,208.73,190.25
2020-11-06,177.97,161.95,190.25,177.61
2020-11-07,179.33,173.34,177.61,175.97
2020-11-08,159.78,156.98,175.97,158.27
2020-11-09,168.31,165.62,158.27,165.85
2020-11-10,147.11,143.58,165.85,146.52
2020-11-11,161.51,157.49,146.52,158.08
2020-11-12,162.89,155.78,158.08,156.33
2020-11-13,123.93,119.48,156.33,123.68
2020-11-14,123.36,120.91,123.68,120.91
2020-11-15,119.62,115.55,120.91,116.51
2020-11-16,132.15,128.58,116.51,129.19
2020-11-17,129.77,124.49,129.19,126.39
2020-11-18,141.38,135.06,126.39,138.19
2020-11-19,128.63,125.11,138.19,125.87
2020-11-20,134.98,127.82,125.87,132.27
2020-11-21,144.03,132.05,132.27,143.94
2020-11-22,155.39,144.91,143.94,151.8
2020-11-23,145.63,133.54,151.8,145.63
2020-11-24,158.74,145.12,145.63,148.75
2020-11-25,162.29,152.52,148.75,154.81
2020-11-26,153.5,145.35,154.81,151.45
2020-11-27,158.78,155.31,151.45,156.65
2020-11-28,157.55,153.66,156.65,155.35
2020-11-29,162.21,154.94,155.35,162.11
2020-11-30,168.14,159.85,162.11,163.14
2020-12-01,169.95,160.69,163.14,165.08
2020-12-02,155.34,150.9,165.08,151.73
2020-12-03,159.16,155.11,151.73,158.71
2020-12-04,168.35,161.24,158.71,161.29
2020-12-05,162.96,157.7,161.29,162.12
2020-12-06,167.2,164.07,162.12,164.97
2020-12-07,160.26,156.28,164.97,157.3
2020-12-08,173.44,166.44,157.3,168.28
2020-12-09,174.21,166.02,168.28,171.11
2020-12-10,176.72,171.87,171.11,172.55
2020-12-11,186.97,183.62,172.55,183.8
2020-12-12,183.62,180.01,183.8,181.94
2020-12-13,177.69,172.74,181.94,177.23
2020-12-14,170.95,167.52,177.23,168.63
2020-12-15,178.55,173.23,168.63,177.15
2020-12-16,182.88,178.12,177.15,179.99
2020-12-17,187.8,171.21,179.99,174.55
2020-12-18,176.18,171.58,174.55,173.6
2020-12-19,171.8,165.0,173.6,166.09
2020-12-20,174.27,167.83,166.09,169.83
2020-12-21,176.7,170.74,169.83,173.2
2020-12-22,172.28,167.11,173.2,170.43
2020-12-23,187.6,170.71,170.43,176.45
2020-12-24,174.87,167.12,176.45,173.92
2020-12-25,184.07,177.94,173.92,178.79
2020-12-26,197.67,185.19,178.79,186.43
2020-12-27,191.96,166.45,186.43,190.35
2020-12-28,200.51,186.87,190.35,195.58
2020-12-29,204.1,196.27,195.58,199.33
2020-12-30,187.75,179.47,199.33,181.21
2020-12-31,146.19,142.1,181.21,142.66
2021-01-01,157.82,153.56,142.66,153.74
2021-01-02,165.3,156.09,153.74,159.4
2021-01-03,181.76,138.57,159.4,177.62
2021-01-04,206.38,171.1,177.62,192.49
2021-01-05,187.3,169.22,192.49,175.84
2021-01-06,197.99,180.01,175.84,188.57
2021-01-07,207.88,195.4,188.57,195.65
2021-01-08,215.06,200.48,195.65,206.98
2021-01-09,206.76,189.89,206.98,204.83
2021-01-10,216.29,201.79,204.83,210.1
2021-01-11,223.88,201.15,210.1,208.21
2021-01-12,195.61,184.64,208.21,187.81
2021-01-13,184.74,177.02,187.81,178.31
2021-01-14,177.7,166.23,178.31,177.53
2021-01-15,162.38,155.94,177.53,158.68
2021-01-16,148.87,135.6,158.68,145.87
2021-01-17,144.01,139.59,145.87,142.19
2021-01-18,138.13,133.07,142.19,137.06
2021-01-19,162.43,143.17,137.06,159.21
2021-01-20,153.85,143.51,159.21,153.22
2021-01-21,157.85,146.28,153.22,146.28
2021-01-22,145.64,134.72,146.28,141.77
2021-01-23,134.36,127.74,141.77,131.93
2021-01-24,116.44,103.25,131.93,115.88
2021-01-25,128.09,115.43,115.88,116.51
2021-01-26,98.76,93.69,116.51,98.22
2021-01-27,87.64,83.11,98.22,84.26
2021-01-28,100.17,94.18,84.26,94.25
2021-01-29,88.95,79.53,94.25,87.75
2021-01-30,70.76,68.6,87.75,70.26
2021-01-31,75.66,74.07,70.26,74.13
2021-02-01,67.25,63.03,74.13,67.1
2021-02-02,80.98,75.79,67.1,79.67
2021-02-03,84.77,79.66,79.67,84.39
2021-02-04,82.1,78.74,84.39,79.27
2021-02-05,83.45,78.08,79.27,81.23
2021-02-06,92.21,82.89,81.23,87.19
2021-02-07,89.7,83.28,87.19,86.38
2021-02-08,101.59,89.93,86.38,90.72
2021-02-09,92.56,87.23,90.72,90.75
2021-02-10,85.23,81.53,90.75,84.11
2021-02-11,87.59,82.58,84.11,83.27
2021-02-12,82.02,76.78,83.27,81.21
2021-02-13,84.96,82.5,81.21,83.3
2021-02-14,90.51,85.91,83.3,86.4
2021-02-15,90.73,86.45,86.4,88.65
2021-02-16,89.59,85.8,88.65,86.91
2021-02-17,87.81,84.64,86.91,85.97
2021-02-18,91.73,86.29,85.97,91.71
2021-02-19,104.9,96.91,91.71,97.36
2021-02-20,71.25,65.43,97.36,66.6
2021-02-21,68.95,66.43,66.6,67.19
2021-02-22,66.36,62.03,67.19,64.15
2021-02-23,65.27,59.52,64.15,63.52
2021-02-24,65.97,62.73,63.52,64.3
2021-02-25,66.06,62.4,64.3,63.11
2021-02-26,65.18,62.37,63.11,62.49
2021-02-27,63.31,60.78,62.49,61.98
2021-02-28,64.5,60.92,61.98,63.89
2021-03-01,62.01,59.77,63.89,61.16
2021-03-02,60.94,58.12,61.16,58.12
2021-03-03,63.25,60.87,58.12,61.79
2021-03-04,55.23,53.21,61.79,54.46
2021-03-05,55.08,53.08,54.46,54.08
2021-03-06,59.0,53.75,54.08,57.95
2021-03-07,51.07,48.21,57.95,50.42
2021-03-08,55.6,52.96,50.42,55.2
2021-03-09,58.77,55.88,55.2,56.9
2021-03-10,61.65,57.35,56.9,58.07
2021-03-11,60.4,58.56,58.07,58.86
2021-03-12,59.11,56.46,58.86,57.15
2021-03-13,60.03,57.81,57.15,59.22
2021-03-14,60.5,59.42,59.22,60.27
2021-03-15,60.31,57.49,60.27,60.31
2021-03-16,62.01,59.78,60.31,60.17
2021-03-17,61.07,58.23,60.17,58.26
2021-03-18,60.25,58.5,58.26,59.22
2021-03-19,54.46,53.57,59.22,54.39
2021-03-20,57.1,56.14,54.39,56.34
2021-03-21,55.14,53.73,56.34,54.2
2021-03-22,51.81,50.48,54.2,51.24
2021-03-23,55.02,53.51,51.24,53.82
2021-03-24,59.37,56.5,53.82,57.8
2021-03-25,60.55,57.92,57.8,59.78
2021-03-26,59.31,57.51,59.78,58.61
2021-03-27,61.62,60.23,58.61,60.81
2021-03-28,61.43,60.47,60.81,60.51
2021-03-29,63.05,59.97,60.51,62.59
2021-03-30,65.25,63.85,62.59,64.47
2021-03-31,69.24,64.84,64.47,68.44
2021-04-01,68.97,66.45,68.44,68.64
2021-04-02,70.71,64.72,68.64,70.61
2021-04-03,70.37,67.28,70.61,68.43
2021-04-04,67.69,65.77,68.43,67.16
2021-04-05,69.13,67.5,67.16,68.34
2021-04-06,67.92,66.12,68.34,67.59
2021-04-07,71.59,68.0,67.59,68.63
2021-04-08,69.03,67.26,68.63,68.86
2021-04-09,70.82,69.52,68.86,70.01
2021-04-10,73.14,71.17,70.01,71.63
2021-04-11,72.36,71.04,71.63,71.92
2021-04-12,58.85,57.43,71.92,58.28
2021-04-13,65.57,62.72,58.28,64.9
2021-04-14,67.91,63.04,64.9,67.46
2021-04-15,67.2,64.17,67.46,66.6
2021-04-16,67.99,64.72,66.6,66.99
2021-04-17,69.36,66.61,66.99,66.72
2021-04-18,70.78,65.99,66.72,70.71
2021-04-19,70.81,67.96,70.71,68.88
2021-04-20,73.05,67.21,68.88,72.91
2021-04-21,70.81,66.01,72.91,70.52
2021-04-22,73.23,66.17,70.52,70.6
2021-04-23,72.91,67.63,70.6,71.82
2021-04-24,76.86,73.24,71.82,73.46
2021-04-25,67.76,62.81,73.46,67.74
2021-04-26,67.97,65.17,67.74,66.45
2021-04-27,67.57,64.58,66.45,67.3
2021-04-28,64.42,60.86,67.3,64.15
2021-04-29,67.69,64.58,64.15,67.16
2021-04-30,73.31,67.74,67.16,68.19
2021-05-01,73.41,67.97,68.19,73.12
2021-05-02,69.98,67.56,73.12,69.33
2021-05-03,81.3,70.07,69.33,81.07
2021-05-04,78.76,70.95,81.07,75.17
2021-05-05,83.83,77.28,75.17,83.04
2021-05-06,88.47,83.78,83.04,86.81
2021-05-07,89.65,86.81,86.81,87.62
2021-05-08,97.86,87.09,87.62,96.7
2021-05-09,101.61,96.5,96.7,99.51
2021-05-10,112.51,101.23,99.51,108.53
2021-05-11,108.39,101.6,108.53,108.34
2021-05-12,108.75,98.78,108.34,104.54
2021-05-13,106.1,97.84,104.54,99.69
2021-05-14,101.31,91.99,99.69,101.0
2021-05-15,105.15,99.09,101.0,99.54
2021-05-16,101.76,94.76,99.54,97.91
2021-05-17,102.7,96.68,97.91,98.41
2021-05-18,97.64,91.86,98.41,96.4
2021-05-19,125.3,99.68,96.4,104.8
2021-05-20,108.9,94.05,104.8,105.23
2021-05-21,119.7,106.88,105.23,111.05
2021-05-22,120.63,110.52,111.05,112.82
2021-05-23,129.22,114.99,112.82,125.47
2021-05-24,107.48,94.14,125.47,107.29
2021-05-25,108.21,99.18,107.29,107.63
2021-05-26,98.18,92.66,107.63,98.14
2021-05-27,99.62,95.33,98.14,96.37
2021-05-28,98.62,92.5,96.37,93.27
2021-05-29,104.43,97.12,93.27,98.25
2021-05-30,94.91,90.37,98.25,92.86
2021-05-31,95.88,87.1,92.86,95.81
2021-06-01,97.51,94.29,95.81,96.16
2021-06-02,99.96,96.46,96.16,97.97
2021-06-03,100.82,97.96,97.97,99.63
2021-06-04,102.55,99.21,99.63,101.73
2021-06-05,103.55,100.71,101.73,102.56
2021-06-06,105.21,102.02,102.56,104.9
2021-06-07,107.3,104.48,104.9,106.85
2021-06-08,110.46,106.0,106.85,107.07
2021-06-09,112.11,103.25,107.07,103.98
2021-06-10,108.78,104.17,103.98,104.82
2021-06-11,115.4,107.34,104.82,107.85
2021-06-12,113.79,104.89,107.85,111.39
2021-06-13,113.43,106.81,111.39,107.87
2021-06-14,108.13,104.69,107.87,106.77
2021-06-15,111.61,107.99,106.77,108.62
2021-06-16,111.41,108.05,108.62,108.52
2021-06-17,107.85,104.83,108.52,107.1
2021-06-18,109.58,105.97,107.1,109.44
2021-06-19,113.28,109.55,109.44,109.55
2021-06-20,109.16,104.64,109.55,108.3
2021-06-21,126.89,118.24,108.3,119.28
2021-06-22,120.77,113.96,119.28,114.58
2021-06-23,112.71,107.94,114.58,110.57
2021-06-24,112.89,109.45,110.57,110.26
2021-06-25,116.36,110.17,110.26,114.21
2021-06-26,115.05,112.31,114.21,113.49
2021-06-27,116.14,112.1,113.49,116.0
2021-06-28,120.52,110.79,116.0,117.52
2021-06-29,118.9,115.97,117.52,116.13
2021-06-30,118.69,109.03,116.13,118.03
2021-07-01,122.34,118.1,118.03,118.47
2021-07-02,118.8,114.18,118.47,118.3
2021-07-03,114.81,112.87,118.3,114.37
2021-07-04,113.17,108.17,114.37,111.82
2021-07-05,112.36,108.9,111.82,109.47
2021-07-06,104.78,99.53,109.47,103.78
2021-07-07,105.02,102.66,103.78,104.09
2021-07-08,111.19,103.65,104.09,103.96
2021-07-09,104.93,101.77,103.96,102.32
2021-07-10,106.03,102.83,102.32,104.29
2021-07-11,105.03,103.29,104.29,103.46
2021-07-12,106.62,103.44,103.46,103.93
2021-07-13,109.14,105.2,103.93,105.2
2021-07-14,112.65,107.29,105.2,111.59
2021-07-15,115.46,111.52,111.59,112.42
2021-07-16,117.7,113.72,112.42,114.76
2021-07-17,117.97,115.76,114.76,117.95
2021-07-18,120.92,115.85,117.95,115.91
2021-07-19,118.04,115.41,115.91,115.63
2021-07-20,123.99,118.42,115.63,122.7
2021-07-21,119.77,114.46,122.7,119.39
2021-07-22,115.53,112.94,119.39,115.22
2021-07-23,115.41,112.62,115.22,114.29
2021-07-24,120.33,118.05,114.29,119.82
2021-07-25,123.64,119.85,119.82,119.89
2021-07-26,125.76,119.06,119.89,120.33
2021-07-27,126.01,121.77,120.33,121.77
2021-07-28,122.78,119.9,121.77,120.76
2021-07-29,122.07,117.06,120.76,121.76
2021-07-30,122.84,117.69,121.76,117.73
2021-07-31,116.39,110.82,117.73,116.33
2021-08-01,118.06,110.8,116.33,116.32
2021-08-02,117.29,111.29,116.32,116.54
2021-08-03,119.59,114.61,116.54,117.69
2021-08-04,117.02,110.2,117.69,115.81
2021-08-05,117.29,108.64,115.81,111.15
2021-08-06,113.98,109.27,111.15,110.53
2021-08-07,112.64,105.74,110.53,111.69
2021-08-08,116.87,111.35,111.69,112.77
2021-08-09,112.79,109.31,112.77,111.61
2021-08-10,111.29,107.34,111.61,109.26
2021-08-11,110.42,108.22,109.26,109.12
2021-08-12,111.18,107.2,108.72,108.46
2021-08-13,110.07,107.33,108.46,108.88
2021-08-14,109.25,107.94,108.88,108.34
2021-08-15,109.43,105.95,108.34,109.42
2021-08-16,111.25,108.16,109.42,108.19
2021-08-17,118.34,113.79,108.19,114.08
2021-08-18,115.74,113.31,114.08,114.7
2021-08-19,113.81,110.59,114.7,113.75
2021-08-20,117.43,113.19,113.75,113.82
2021-08-21,116.8,113.51,113.82,114.15
2021-08-22,115.22,112.52,114.15,113.97
2021-08-23,116.27,112.48,113.97,115.34
2021-08-24,121.18,117.95,115.34,119.12
2021-08-25,120.87,118.11,119.12,119.24
2021-08-26,122.24,120.15,119.24,121.18
2021-08-27,120.7,117.71,121.18,119.47
2021-08-28,121.92,120.35,119.47,121.03
2021-08-29,121.19,119.52,121.03,120.33
2021-08-30,121.07,115.22,120.33,120.32
2021-08-31,116.77,109.38,120.32,116.61
2021-09-01,122.42,112.91,116.61,122.18
2021-09-02,129.06,122.69,122.18,126.46
2021-09-03,138.77,133.44,126.46,137.55
2021-09-04,138.49,134.65,137.55,136.01
2021-09-05,138.81,134.09,136.01,134.58
2021-09-06,140.24,136.02,134.58,136.18
2021-09-07,145.1,135.51,136.18,141.34
2021-09-08,151.95,143.77,141.34,151.13
2021-09-09,152.58,146.76,151.13,146.98
2021-09-10,150.37,142.69,146.98,143.93
2021-09-11,145.34,142.16,143.93,143.77
2021-09-12,145.81,139.76,143.77,143.5
2021-09-13,146.96,141.56,143.5,144.91
2021-09-14,135.3,131.53,144.91,133.83
2021-09-15,131.52,125.58,133.83,131.52
2021-09-16,138.29,134.64,131.52,135.87
2021-09-17,145.74,139.12,135.87,139.88
2021-09-18,143.13,139.07,139.88,140.02
2021-09-19,141.81,138.33,140.02,139.39
2021-09-20,146.13,141.84,139.39,142.58
2021-09-21,152.0,143.43,142.58,144.99
2021-09-22,142.39,135.92,144.99,142.39
2021-09-23,148.69,145.81,142.39,146.62
2021-09-24,153.02,144.98,146.62,148.92
2021-09-25,151.5,147.67,148.92,150.08
2021-09-26,127.76,119.78,150.08,127.27
2021-09-27,134.88,130.28,127.27,130.72
2021-09-28,124.26,120.91,130.72,121.61
2021-09-29,125.32,122.71,121.61,123.9
2021-09-30,129.91,127.34,123.9,127.57
2021-10-01,130.78,127.21,127.57,129.07
2021-10-02,131.16,124.84,129.07,129.67
2021-10-03,133.02,130.7,129.67,131.46
2021-10-04,137.89,133.5,131.46,133.56
2021-10-05,138.86,136.51,133.56,137.13
2021-10-06,150.53,141.33,137.13,141.48
2021-10-07,141.71,134.92,141.55,140.57
2021-10-08,145.98,141.86,140.58,143.95
2021-10-09,144.62,142.15,143.95,142.28
2021-10-10,147.25,141.3,142.28,141.3
2021-10-11,152.06,144.66,141.3,146.52
2021-10-12,151.22,143.19,146.52,148.9
2021-10-13,147.05,142.4,148.9,146.14
2021-10-14,145.07,134.64,146.14,143.42
2021-10-15,157.76,147.84,143.42,149.51
2021-10-16,145.1,139.39,149.51,141.57
2021-10-17,152.92,146.89,141.57,148.43
2021-10-18,151.46,145.47,148.43,145.9
2021-10-19,151.46,146.35,145.9,148.79
2021-10-20,153.94,146.08,148.79,153.48
2021-10-21,157.97,149.96,153.48,155.33
2021-10-22,156.21,153.36,155.33,154.97
2021-10-23,155.48,148.99,154.97,155.37
2021-10-24,160.81,156.13,155.37,158.28
2021-10-25,158.61,154.13,158.28,157.86
2021-10-26,157.53,151.76,157.86,155.53
2021-10-27,170.13,162.19,155.53,162.46
2021-10-28,172.4,163.11,162.46,172.21
2021-10-29,175.51,171.82,172.21,173.51
2021-10-30,176.55,172.43,173.51,173.55
2021-10-31,174.73,169.68,173.55,171.57
2021-11-01,169.58,164.45,171.57,168.66
2021-11-02,176.51,169.19,168.66,175.4
2021-11-03,174.47,169.54,175.4,171.7
2021-11-04,176.39,173.19,171.7,176.1
2021-11-05,176.08,173.68,176.1,175.01
2021-11-06,180.22,176.09,175.01,179.61
2021-11-07,186.76,182.16,179.61,182.16
2021-11-08,187.6,182.53,182.16,183.2
2021-11-09,182.32,178.46,183.2,179.6
2021-11-10,183.73,179.93,179.6,183.09
2021-11-11,187.27,181.37,183.09,185.89
2021-11-12,192.3,187.16,185.89,189.9
2021-11-13,190.83,188.24,189.9,188.43
2021-11-14,192.3,188.24,188.43,188.3
2021-11-15,192.26,186.62,188.3,190.11
2021-11-16,199.03,193.52,190.11,193.96
2021-11-17,196.33,191.64,193.96,196.08
2021-11-18,202.89,197.45,196.08,199.01
2021-11-19,203.4,191.87,199.01,202.55
2021-11-20,201.71,198.05,202.55,200.35
2021-11-21,201.0,196.53,200.35,196.94
2021-11-22,197.37,194.01,196.94,195.11
2021-11-23,196.84,187.77,195.11,195.41
2021-11-24,208.74,203.38,195.41,205.3
2021-11-25,211.77,204.49,205.3,211.44
2021-11-26,214.85,204.24,211.44,209.94
2021-11-27,213.54,209.72,209.94,210.23
2021-11-28,215.29,210.72,210.23,213.22
2021-11-29,219.36,213.57,213.22,219.27
2021-11-30,218.39,206.06,219.27,217.77
2021-12-01,227.97,217.58,217.77,218.75
2021-12-02,203.6,198.72,218.75,201.13
2021-12-03,217.85,208.47,201.13,211.53
2021-12-04,241.25,222.74,211.53,239.53
2021-12-05,256.14,249.66,239.53,253.78
2021-12-06,254.35,241.45,253.78,251.03
2021-12-07,254.21,247.97,251.03,250.65
2021-12-08,236.98,229.06,250.65,236.74
2021-12-09,259.7,252.91,236.74,253.85
2021-12-10,269.35,256.78,253.85,257.41
2021-12-11,260.05,253.53,257.41,257.04
2021-12-12,258.87,253.09,257.04,257.87
2021-12-13,269.68,250.08,257.87,261.53
1 time high low open close
2017-10-09 0.0 0.0 0.0 0.0
2017-10-10 0.0 0.0 0.0 0.0
2017-10-11 0.0 0.0 0.0 0.0
2017-10-12 0.0 0.0 0.0 0.0
2017-10-13 0.0 0.0 0.0 0.0
2017-10-14 0.0 0.0 0.0 0.0
2017-10-15 0.0 0.0 0.0 0.0
2017-10-16 0.0 0.0 0.0 0.0
2017-10-17 0.0 0.0 0.0 0.0
2017-10-18 0.0 0.0 0.0 0.0
2017-10-19 0.0 0.0 0.0 0.0
2017-10-20 0.0 0.0 0.0 0.0
2017-10-21 0.0 0.0 0.0 0.0
2017-10-22 0.0 0.0 0.0 0.0
2017-10-23 0.0 0.0 0.0 0.0
2017-10-24 0.0 0.0 0.0 0.0
2017-10-25 0.0 0.0 0.0 0.0
2017-10-26 0.0 0.0 0.0 0.0
2017-10-27 0.0 0.0 0.0 0.0
2017-10-28 0.0 0.0 0.0 0.0
2017-10-29 0.0 0.0 0.0 0.0
2017-10-30 0.0 0.0 0.0 0.0
2017-10-31 0.0 0.0 0.0 0.0
2017-11-01 0.0 0.0 0.0 0.0
2017-11-02 0.0 0.0 0.0 0.0
2017-11-03 0.0 0.0 0.0 0.0
2 2017-11-04 0.0 0.0 0.0 0.0
3 2017-11-05 0.0 0.0 0.0 0.0
4 2017-11-06 0.0 0.0 0.0 0.0
1047 2020-09-14 0.0 0.0 0.0 0.0
1048 2020-09-15 0.0 0.0 0.0 0.0
1049 2020-09-16 0.0 0.0 0.0 0.0
1050 2020-09-17 113.52 113.9 104.77 105.09 119.54 256307.69 112.2 112.45
1051 2020-09-18 56.86 54.45 55.13 112.2 112.45 55.69 55.81
1052 2020-09-19 67.76 68.1 65.89 66.86 55.69 55.81 67.3 67.33
1053 2020-09-20 73.78 72.74 69.99 70.48 67.3 67.33 71.05 70.86
1054 2020-09-21 88.46 84.22 78.36 78.79 71.05 70.86 80.03 80.27
1055 2020-09-22 88.76 89.08 85.98 87.12 80.03 80.27 88.13 88.09
1056 2020-09-23 79.34 77.23 72.51 73.17 88.13 88.09 73.76 73.78
1057 2020-09-24 68.54 68.64 61.69 64.84 73.76 73.78 67.9 67.84
1058 2020-09-25 72.8 72.35 68.76 69.35 67.9 67.84 71.6 71.57
1059 2020-09-26 73.06 73.05 71.12 71.66 71.6 71.57 72.68 72.78
1060 2020-09-27 74.7 74.59 71.76 72.88 72.68 72.78 73.77
1061 2020-09-28 86.48 84.88 82.92 82.53 73.77 83.29 83.44
1062 2020-09-29 82.18 82.34 79.98 81.23 83.29 83.44 82.01 81.99
1063 2020-09-30 86.91 84.68 85.46 82.01 81.99 86.58 86.52
1064 2020-10-01 86.82 84.62 81.39 82.57 86.58 86.52 83.05 83.17
1065 2020-10-02 91.06 90.34 86.02 87.38 83.05 83.17 88.85 88.74
1066 2020-10-03 89.86 89.5 88.07 88.85 88.74 88.58
1067 2020-10-04 95.09 94.93 92.4 93.52 88.58 94.62 94.67
1068 2020-10-05 106.99 107.67 105.16 106.37 94.62 94.67 106.54 106.5
1069 2020-10-06 130.75 128.68 124.22 125.01 106.54 106.5 125.62 125.6
1070 2020-10-07 115.67 115.87 112.55 113.79 125.62 125.6 115.32 115.3
1071 2020-10-08 105.3 105.64 99.83 103.36 115.32 115.3 104.71 104.76
1072 2020-10-09 108.83 108.45 102.77 104.63 104.71 104.76 107.89 107.8
1073 2020-10-10 114.64 113.94 110.57 112.16 107.89 107.8 112.33 112.4
1074 2020-10-11 112.19 111.83 109.73 110.44 112.33 112.4 111.26 111.22
1075 2020-10-12 114.09 112.71 105.73 108.58 111.26 111.22 111.71 111.85
1076 2020-10-13 115.57 114.44 111.77 112.84 111.71 111.85 113.64 113.62
1077 2020-10-14 124.42 123.33 119.98 121.09 113.64 113.62 121.69 121.68
1078 2020-10-15 123.66 124.5 120.21 122.44 121.69 121.68 122.63 122.55
1079 2020-10-16 124.84 122.33 118.97 119.76 122.63 122.55 120.14 119.95
1080 2020-10-17 120.97 120.53 118.78 119.6 120.14 119.95 120.37 120.38
1081 2020-10-18 115.35 115.64 111.95 113.57 120.37 120.38 115.23 115.29
1082 2020-10-19 121.13 121.98 117.62 119.27 115.23 115.29 119.63 119.61
1083 2020-10-20 133.18 134.92 128.33 128.58 119.63 119.61 128.93 128.88
1084 2020-10-21 136.43 135.67 125.3 131.97 128.93 128.88 133.1 132.97
1085 2020-10-22 138.33 137.1 128.46 129.89 133.1 132.97 136.2 136.08
1086 2020-10-23 139.13 138.24 133.42 135.36 136.2 136.08 135.86 135.88
1087 2020-10-24 141.69 142.33 138.51 139.47 135.86 135.88 140.22 140.19
1088 2020-10-25 150.57 148.38 145.58 146.27 140.22 140.19 146.46 146.36
1089 2020-10-26 151.57 150.84 141.23 143.86 146.46 146.36 144.85 144.87
1090 2020-10-27 145.85 146.97 138.85 142.7 144.85 144.87 143.65 143.47
1091 2020-10-28 153.47 148.43 142.93 143.75 143.65 143.47 145.77 145.84
1092 2020-10-29 154.61 156.51 149.75 151.59 145.77 145.84 152.22 152.44
1093 2020-10-30 162.13 162.81 154.86 157.81 152.22 152.44 158.29 158.54
1094 2020-10-31 173.69 173.1 167.95 170.05 158.29 158.54 170.6 170.54
1095 2020-11-01 167.14 167.25 161.81 162.15 170.6 170.54 166.78 166.84
1096 2020-11-02 179.35 176.47 167.95 169.43 166.78 166.84 170.14 170.1
1097 2020-11-03 181.42 186.16 172.49 181.51 170.14 170.1 180.5 181.51
1098 2020-11-04 209.75 210.86 194.08 202.05 180.5 181.51 206.75 208.73
1099 2020-11-05 191.85 203.84 181.23 189.32 206.75 208.73 190.26 190.25
1100 2020-11-06 178.02 177.97 161.46 161.95 190.26 190.25 177.2 177.61
1101 2020-11-07 188.48 179.33 171.79 173.34 177.2 177.61 175.43 175.97
1102 2020-11-08 160.39 159.78 150.91 156.98 175.43 175.97 158.58 158.27
1103 2020-11-09 171.16 168.31 162.2 165.62 158.58 158.27 165.84 165.85
1104 2020-11-10 147.98 147.11 143.05 143.58 165.84 165.85 146.58 146.52
1105 2020-11-11 162.26 161.51 153.22 157.49 146.58 146.52 157.92 158.08
1106 2020-11-12 158.66 162.89 152.76 155.78 157.92 158.08 156.22 156.33
1107 2020-11-13 123.98 123.93 118.76 119.48 156.22 156.33 123.6 123.68
1108 2020-11-14 125.31 123.36 118.78 120.91 123.6 123.68 120.93 120.91
1109 2020-11-15 120.24 119.62 114.4 115.55 120.93 120.91 116.43 116.51
1110 2020-11-16 130.58 132.15 124.94 128.58 116.43 116.51 129.05 129.19
1111 2020-11-17 127.06 129.77 120.61 124.49 129.05 129.19 126.44 126.39
1112 2020-11-18 142.78 141.38 134.0 135.06 126.44 126.39 138.09 138.19
1113 2020-11-19 128.08 128.63 124.02 125.11 138.09 138.19 125.67 125.87
1114 2020-11-20 133.37 134.98 122.17 127.82 125.67 125.87 132.36 132.27
1115 2020-11-21 143.94 144.03 131.05 132.05 132.36 132.27 143.82 143.94
1116 2020-11-22 157.55 155.39 139.17 144.91 143.82 143.94 152.13 151.8
1117 2020-11-23 145.76 145.63 131.45 133.54 152.13 151.8 145.29 145.63
1118 2020-11-24 152.38 158.74 145.24 145.12 145.29 145.63 148.14 148.75
1119 2020-11-25 164.72 162.29 150.9 152.52 148.14 148.75 154.84 154.81
1120 2020-11-26 168.1 153.5 140.76 145.35 154.84 154.81 151.5 151.45
1121 2020-11-27 160.29 158.78 149.4 155.31 151.5 151.45 156.71 156.65
1122 2020-11-28 158.22 157.55 146.46 153.66 156.71 156.65 155.29 155.35
1123 2020-11-29 162.35 162.21 149.5 154.94 155.29 155.35 162.13 162.11
1124 2020-11-30 163.17 168.14 151.13 159.85 162.13 162.11 163.14
1125 2020-12-01 178.97 169.95 160.97 160.69 163.14 164.95 165.08
1126 2020-12-02 153.19 155.34 146.03 150.9 164.95 165.08 151.58 151.73
1127 2020-12-03 160.46 159.16 151.16 155.11 151.58 151.73 158.67 158.71
1128 2020-12-04 176.13 168.35 160.98 161.24 158.67 158.71 161.29
1129 2020-12-05 162.16 162.96 152.44 157.7 161.29 162.12
1130 2020-12-06 166.47 167.2 159.93 164.07 162.12 164.95 164.97
1131 2020-12-07 160.45 160.26 155.62 156.28 164.95 164.97 157.36 157.3
1132 2020-12-08 180.31 173.44 166.92 166.44 157.36 157.3 168.26 168.28
1133 2020-12-09 172.19 174.21 158.29 166.02 168.26 168.28 170.95 171.11
1134 2020-12-10 177.59 176.72 169.42 171.87 170.95 171.11 172.48 172.55
1135 2020-12-11 189.2 186.97 181.08 183.62 172.48 172.55 183.85 183.8
1136 2020-12-12 183.59 183.62 174.05 180.01 183.85 183.8 181.78 181.94
1137 2020-12-13 177.97 177.69 168.6 172.74 181.78 181.94 176.81 177.23
1138 2020-12-14 169.91 170.95 165.53 167.52 176.81 177.23 168.47 168.63
1139 2020-12-15 179.34 178.55 174.27 173.23 168.47 168.63 176.91 177.15
1140 2020-12-16 180.63 182.88 164.36 178.12 176.91 177.15 180.31 179.99
1141 2020-12-17 182.87 187.8 169.81 171.21 180.31 179.99 174.13 174.55
1142 2020-12-18 176.43 176.18 167.41 171.58 174.13 174.55 173.75 173.6
1143 2020-12-19 168.96 171.8 163.0 165.0 173.75 173.6 166.09
1144 2020-12-20 175.63 174.27 165.6 167.83 166.09 169.6 169.83
1145 2020-12-21 184.53 176.7 170.33 170.74 169.6 169.83 173.09 173.2
1146 2020-12-22 170.75 172.28 157.6 167.11 173.09 173.2 170.63 170.43
1147 2020-12-23 192.77 187.6 168.66 170.71 170.63 170.43 176.99 176.45
1148 2020-12-24 174.5 174.87 160.72 167.12 176.99 176.45 173.85 173.92
1149 2020-12-25 180.96 184.07 172.65 177.94 173.85 173.92 178.9 178.79
1150 2020-12-26 191.0 197.67 180.3 185.19 178.9 178.79 186.36 186.43
1151 2020-12-27 198.53 191.96 174.1 166.45 186.36 186.43 189.99 190.35
1152 2020-12-28 200.42 200.51 182.87 186.87 189.99 190.35 195.75 195.58
1153 2020-12-29 201.5 204.1 187.97 196.27 195.75 195.58 199.24 199.33
1154 2020-12-30 182.46 187.75 173.18 179.47 199.24 199.33 181.17 181.21
1155 2020-12-31 146.52 146.19 140.48 142.1 181.17 181.21 142.81 142.66
1156 2021-01-01 158.15 157.82 151.2 153.56 142.81 142.66 153.96 153.74
1157 2021-01-02 161.97 165.3 147.13 156.09 153.96 153.74 159.35 159.4
1158 2021-01-03 183.7 181.76 140.12 138.57 159.35 159.4 177.99 177.62
1159 2021-01-04 211.41 206.38 168.76 171.1 177.99 177.62 192.23 192.49
1160 2021-01-05 180.71 187.3 156.31 169.22 192.23 192.49 175.93 175.84
1161 2021-01-06 188.94 197.99 165.14 180.01 175.93 175.84 188.21 188.57
1162 2021-01-07 205.81 207.88 185.75 195.4 188.21 188.57 195.75 195.65
1163 2021-01-08 216.49 215.06 185.22 200.48 195.75 195.65 206.92 206.98
1164 2021-01-09 209.23 206.76 188.72 189.89 206.92 206.98 205.08 204.83
1165 2021-01-10 225.21 216.29 199.33 201.79 205.08 204.83 209.79 210.1
1166 2021-01-11 240.16 223.88 175.8 201.15 209.79 210.1 207.54 208.21
1167 2021-01-12 205.85 195.61 180.64 184.64 207.54 208.21 187.99 187.81
1168 2021-01-13 179.29 184.74 156.4 177.02 187.99 187.81 178.34 178.31
1169 2021-01-14 179.12 177.7 156.53 166.23 178.34 178.31 177.07 177.53
1170 2021-01-15 170.19 162.38 149.13 155.94 177.07 177.53 158.6 158.68
1171 2021-01-16 153.27 148.87 137.05 135.6 158.6 158.68 146.01 145.87
1172 2021-01-17 146.1 144.01 134.52 139.59 146.01 145.87 141.96 142.19
1173 2021-01-18 137.11 138.13 128.81 133.07 141.96 142.19 136.89 137.06
1174 2021-01-19 167.06 162.43 145.72 143.17 136.89 137.06 159.25 159.21
1175 2021-01-20 156.83 153.85 138.84 143.51 159.25 159.21 153.44 153.22
1176 2021-01-21 182.39 157.85 145.25 146.28 153.44 153.22 146.77 146.28
1177 2021-01-22 146.35 145.64 120.0 134.72 146.77 146.28 141.86 141.77
1178 2021-01-23 136.18 134.36 128.21 127.74 141.86 141.77 132.11 131.93
1179 2021-01-24 116.22 116.44 101.66 103.25 132.11 131.93 115.71 115.88
1180 2021-01-25 129.61 128.09 114.74 115.43 115.71 115.88 116.57 116.51
1181 2021-01-26 99.13 98.76 89.66 93.69 116.57 116.51 98.24 98.22
1182 2021-01-27 92.84 87.64 82.05 83.11 98.24 98.22 84.1 84.26
1183 2021-01-28 96.42 100.17 86.47 94.18 84.1 84.26 94.26 94.25
1184 2021-01-29 91.51 88.95 82.29 79.53 94.26 94.25 87.95 87.75
1185 2021-01-30 71.94 70.76 67.92 68.6 87.95 87.75 70.48 70.26
1186 2021-01-31 77.87 75.66 72.41 74.07 70.48 70.26 74.07 74.13
1187 2021-02-01 67.25 62.1 63.03 74.07 74.13 67.12 67.1
1188 2021-02-02 81.55 80.98 71.83 75.79 67.12 67.1 79.7 79.67
1189 2021-02-03 84.71 84.77 76.64 79.66 79.7 79.67 84.52 84.39
1190 2021-02-04 84.18 82.1 77.57 78.74 84.52 84.39 79.34 79.27
1191 2021-02-05 83.18 83.45 75.23 78.08 79.34 79.27 81.27 81.23
1192 2021-02-06 90.6 92.21 85.54 82.89 81.27 81.23 87.15 87.19
1193 2021-02-07 90.69 89.7 80.41 83.28 87.15 87.19 86.38
1194 2021-02-08 91.7 101.59 81.05 89.93 86.38 90.57 90.72
1195 2021-02-09 93.33 92.56 87.67 87.23 90.57 90.72 90.74 90.75
1196 2021-02-10 88.65 85.23 81.27 81.53 90.74 90.75 84.12 84.11
1197 2021-02-11 84.58 87.59 79.42 82.58 84.12 84.11 83.22 83.27
1198 2021-02-12 82.21 82.02 76.85 76.78 83.22 83.27 81.25 81.21
1199 2021-02-13 85.93 84.96 81.21 82.5 81.25 81.21 83.39 83.3
1200 2021-02-14 88.72 90.51 85.68 85.91 83.39 83.3 86.36 86.4
1201 2021-02-15 91.39 90.73 83.17 86.45 86.36 86.4 88.59 88.65
1202 2021-02-16 89.19 89.59 84.29 85.8 88.59 88.65 87.0 86.91
1203 2021-02-17 86.22 87.81 80.64 84.64 87.0 86.91 85.99 85.97
1204 2021-02-18 92.2 91.73 87.41 86.29 85.99 85.97 91.7 91.71
1205 2021-02-19 98.17 104.9 94.35 96.91 91.7 91.71 97.41 97.36
1206 2021-02-20 70.83 71.25 64.22 65.43 97.41 97.36 66.26 66.6
1207 2021-02-21 68.58 68.95 65.54 66.43 66.26 66.6 67.12 67.19
1208 2021-02-22 69.84 66.36 58.95 62.03 67.12 67.19 64.15
1209 2021-02-23 72.39 65.27 55.78 59.52 64.15 64.12 63.52
1210 2021-02-24 67.8 65.97 59.45 62.73 64.12 63.52 64.3
1211 2021-02-25 71.11 66.06 62.23 62.4 64.3 63.08 63.11
1212 2021-02-26 67.6 65.18 60.64 62.37 63.08 63.11 62.51 62.49
1213 2021-02-27 64.91 63.31 60.61 60.78 62.51 62.49 61.95 61.98
1214 2021-02-28 66.12 64.5 58.27 60.92 61.95 61.98 63.92 63.89
1215 2021-03-01 61.12 62.01 54.84 59.77 63.92 63.89 61.05 61.16
1216 2021-03-02 62.71 60.94 57.0 58.12 61.05 61.16 58.2 58.12
1217 2021-03-03 65.3 63.25 58.21 60.87 58.2 58.12 61.85 61.79
1218 2021-03-04 57.47 55.23 53.31 53.21 61.85 61.79 54.46
1219 2021-03-05 54.73 55.08 50.99 53.08 54.46 54.04 54.08
1220 2021-03-06 58.59 59.0 53.11 53.75 54.04 54.08 57.88 57.95
1221 2021-03-07 50.56 51.07 47.61 48.21 57.88 57.95 50.39 50.42
1222 2021-03-08 55.47 55.6 50.14 52.96 50.39 50.42 55.18 55.2
1223 2021-03-09 56.87 58.77 54.75 55.88 55.18 55.2 56.87 56.9
1224 2021-03-10 60.71 61.65 56.91 57.35 56.87 56.9 58.1 58.07
1225 2021-03-11 59.55 60.4 55.73 58.56 58.1 58.07 58.88 58.86
1226 2021-03-12 59.54 59.11 55.78 56.46 58.88 58.86 57.15
1227 2021-03-13 59.87 60.03 53.26 57.81 57.15 59.2 59.22
1228 2021-03-14 62.98 60.5 59.93 59.42 59.2 59.22 60.26 60.27
1229 2021-03-15 63.49 60.31 58.5 57.49 60.26 60.27 60.22 60.31
1230 2021-03-16 60.58 62.01 57.11 59.78 60.22 60.31 60.12 60.17
1231 2021-03-17 58.73 61.07 55.69 58.23 60.12 60.17 58.26
1232 2021-03-18 61.67 60.25 58.7 58.5 58.26 59.23 59.22
1233 2021-03-19 55.3 54.46 52.29 53.57 59.23 59.22 54.38 54.39
1234 2021-03-20 58.28 57.1 56.2 56.14 54.38 54.39 56.33 56.34
1235 2021-03-21 55.2 55.14 53.19 53.73 56.33 56.34 54.19 54.2
1236 2021-03-22 55.05 51.81 50.55 50.48 54.19 54.2 51.22 51.24
1237 2021-03-23 55.47 55.02 53.26 53.51 51.22 51.24 53.79 53.82
1238 2021-03-24 63.58 59.37 56.75 56.5 53.79 53.82 57.81 57.8
1239 2021-03-25 61.18 60.55 58.46 57.92 57.81 57.8 59.83 59.78
1240 2021-03-26 58.75 59.31 54.84 57.51 59.83 59.78 58.74 58.61
1241 2021-03-27 61.47 61.62 59.17 60.23 58.74 58.61 60.8 60.81
1242 2021-03-28 61.91 61.43 59.66 60.47 60.8 60.81 60.54 60.51
1243 2021-03-29 63.41 63.05 57.82 59.97 60.54 60.51 62.6 62.59
1244 2021-03-30 65.09 65.25 62.61 63.85 62.6 62.59 64.46 64.47
1245 2021-03-31 69.37 69.24 63.54 64.84 64.46 64.47 68.41 68.44
1246 2021-04-01 69.13 68.97 66.28 66.45 68.41 68.44 68.62 68.64
1247 2021-04-02 71.04 70.71 64.54 64.72 68.62 68.64 70.66 70.61
1248 2021-04-03 72.77 70.37 68.23 67.28 70.66 70.61 68.38 68.43
1249 2021-04-04 67.61 67.69 64.03 65.77 68.38 68.43 67.11 67.16
1250 2021-04-05 69.05 69.13 64.97 67.5 67.11 67.16 68.33 68.34
1251 2021-04-06 68.87 67.92 65.56 66.12 68.33 68.34 67.58 67.59
1252 2021-04-07 74.5 71.59 67.78 68.0 67.58 67.59 68.75 68.63
1253 2021-04-08 69.0 69.03 64.54 67.26 68.75 68.63 68.89 68.86
1254 2021-04-09 71.15 70.82 69.48 69.52 68.89 68.86 70.02 70.01
1255 2021-04-10 73.72 73.14 69.14 71.17 70.02 70.01 71.68 71.63
1256 2021-04-11 72.36 70.68 71.04 71.68 71.63 71.92
1257 2021-04-12 60.0 58.85 57.41 57.43 71.92 58.28
1258 2021-04-13 65.38 65.57 60.31 62.72 58.28 64.9
1259 2021-04-14 67.84 67.91 63.28 63.04 64.9 67.45 67.46
1260 2021-04-15 67.39 67.2 63.69 64.17 67.45 67.46 66.62 66.6
1261 2021-04-16 70.44 67.99 63.8 64.72 66.62 66.6 67.01 66.99
1262 2021-04-17 71.77 69.36 66.58 66.61 67.01 66.99 66.71 66.72
1263 2021-04-18 73.91 70.78 63.01 65.99 66.71 66.72 70.68 70.71
1264 2021-04-19 72.81 70.81 66.44 67.96 70.68 70.71 68.85 68.88
1265 2021-04-20 73.49 73.05 64.42 67.21 68.85 68.88 73.04 72.91
1266 2021-04-21 73.79 70.81 66.94 66.01 73.04 72.91 70.5 70.52
1267 2021-04-22 77.62 73.23 68.18 66.17 70.5 70.52 70.59 70.6
1268 2021-04-23 74.11 72.91 64.02 67.63 70.59 70.6 71.83 71.82
1269 2021-04-24 78.5 76.86 71.49 73.24 71.83 71.82 73.38 73.46
1270 2021-04-25 68.66 67.76 63.14 62.81 73.38 73.46 67.63 67.74
1271 2021-04-26 66.57 67.97 60.4 65.17 67.63 67.74 66.37 66.45
1272 2021-04-27 67.53 67.57 62.62 64.58 66.37 66.45 67.25 67.3
1273 2021-04-28 64.38 64.42 59.83 60.86 67.25 67.3 64.09 64.15
1274 2021-04-29 68.13 67.69 65.0 64.58 64.09 64.15 67.15 67.16
1275 2021-04-30 68.84 73.31 67.07 67.74 67.15 67.16 68.22 68.19
1276 2021-05-01 73.26 73.41 68.28 67.97 68.22 68.19 73.04 73.12
1277 2021-05-02 70.1 69.98 67.05 67.56 73.04 73.12 69.3 69.33
1278 2021-05-03 81.66 81.3 69.77 70.07 69.3 69.33 81.09 81.07
1279 2021-05-04 81.83 78.76 73.6 70.95 81.09 81.07 75.17
1280 2021-05-05 83.52 83.83 75.61 77.28 75.17 83.06 83.04
1281 2021-05-06 89.55 88.47 84.09 83.78 83.06 83.04 86.76 86.81
1282 2021-05-07 90.21 89.65 84.53 86.81 86.76 86.81 87.58 87.62
1283 2021-05-08 97.78 97.86 85.29 87.09 87.58 87.62 96.65 96.7
1284 2021-05-09 101.01 101.61 94.65 96.5 96.65 96.7 99.52 99.51
1285 2021-05-10 115.6 112.51 102.05 101.23 99.52 99.51 108.49 108.53
1286 2021-05-11 108.39 97.97 101.6 108.49 108.53 108.27 108.34
1287 2021-05-12 118.85 108.75 103.71 98.78 108.27 108.34 104.13 104.54
1288 2021-05-13 108.0 106.1 95.03 97.84 104.13 104.54 99.55 99.69
1289 2021-05-14 103.25 101.31 91.42 91.99 99.55 99.69 100.91 101.0
1290 2021-05-15 112.82 105.15 99.42 99.09 100.91 101.0 99.67 99.54
1291 2021-05-16 106.16 101.76 91.65 94.76 99.67 99.54 97.94 97.91
1292 2021-05-17 107.69 102.7 93.96 96.68 97.94 97.91 98.68 98.41
1293 2021-05-18 101.65 97.64 92.63 91.86 98.68 98.41 96.37 96.4
1294 2021-05-19 148.29 125.3 84.19 99.68 96.37 96.4 105.16 104.8
1295 2021-05-20 113.65 108.9 82.17 94.05 105.16 104.8 105.33 105.23
1296 2021-05-21 133.97 119.7 95.94 106.88 105.33 105.23 110.9 111.05
1297 2021-05-22 122.05 120.63 106.12 110.52 110.9 111.05 112.73 112.82
1298 2021-05-23 142.47 129.22 103.7 114.99 112.73 112.82 125.41 125.47
1299 2021-05-24 108.4 107.48 84.57 94.14 125.41 125.47 107.54 107.29
1300 2021-05-25 109.46 108.21 95.04 99.18 107.54 107.29 107.74 107.63
1301 2021-05-26 98.95 98.18 90.02 92.66 107.74 107.63 98.15 98.14
1302 2021-05-27 101.39 99.62 92.59 95.33 98.15 98.14 96.26 96.37
1303 2021-05-28 106.71 98.62 90.11 92.5 96.26 96.37 93.24 93.27
1304 2021-05-29 111.02 104.43 95.27 97.12 93.24 93.27 98.34 98.25
1305 2021-05-30 96.19 94.91 84.86 90.37 98.34 98.25 92.8 92.86
1306 2021-05-31 96.14 95.88 80.45 87.1 92.8 92.86 95.77 95.81
1307 2021-06-01 99.91 97.51 92.21 94.29 95.77 95.81 96.07 96.16
1308 2021-06-02 101.41 99.96 92.44 96.46 96.07 96.16 97.97
1309 2021-06-03 100.78 100.82 92.88 97.96 97.97 99.59 99.63
1310 2021-06-04 108.27 102.55 96.83 99.21 99.59 99.63 101.77 101.73
1311 2021-06-05 109.83 103.55 99.64 100.71 101.77 101.73 102.52 102.56
1312 2021-06-06 106.09 105.21 101.1 102.02 102.52 102.56 104.85 104.9
1313 2021-06-07 117.22 107.3 106.06 104.48 104.85 104.9 106.83 106.85
1314 2021-06-08 111.85 110.46 98.75 106.0 106.83 106.85 107.06 107.07
1315 2021-06-09 104.54 112.11 95.9 103.25 107.06 107.07 103.96 103.98
1316 2021-06-10 111.21 108.78 102.98 104.17 103.96 103.98 104.77 104.82
1317 2021-06-11 114.31 115.4 106.35 107.34 104.77 104.82 107.77 107.85
1318 2021-06-12 115.01 113.79 106.16 104.89 107.77 107.85 111.29 111.39
1319 2021-06-13 109.58 113.43 99.34 106.81 111.29 111.39 107.9 107.87
1320 2021-06-14 107.81 108.13 101.96 104.69 107.9 107.87 106.83 106.77
1321 2021-06-15 112.74 111.61 107.28 107.99 106.83 106.77 108.67 108.62
1322 2021-06-16 117.08 111.41 107.8 108.05 108.67 108.62 108.53 108.52
1323 2021-06-17 110.93 107.85 104.08 104.83 108.53 108.52 107.01 107.1
1324 2021-06-18 116.52 109.58 104.97 105.97 107.01 107.1 109.42 109.44
1325 2021-06-19 115.06 113.28 109.4 109.55 109.42 109.44 109.54 109.55
1326 2021-06-20 109.95 109.16 98.67 104.64 109.54 109.55 108.34 108.3
1327 2021-06-21 143.19 126.89 118.31 118.24 108.34 108.3 119.55 119.28
1328 2021-06-22 121.75 120.77 103.91 113.96 119.55 119.28 114.52 114.58
1329 2021-06-23 114.81 112.71 102.43 107.94 114.52 114.58 110.55 110.57
1330 2021-06-24 112.77 112.89 104.53 109.45 110.55 110.57 110.26
1331 2021-06-25 127.58 116.36 113.28 110.17 110.26 114.32 114.21
1332 2021-06-26 114.84 115.05 106.59 112.31 114.32 114.21 113.52 113.49
1333 2021-06-27 115.98 116.14 105.78 112.1 113.52 113.49 115.95 116.0
1334 2021-06-28 120.93 120.52 110.77 110.79 115.95 116.0 117.59 117.52
1335 2021-06-29 120.39 118.9 111.41 115.97 117.59 117.52 116.15 116.13
1336 2021-06-30 118.64 118.69 108.43 109.03 116.15 116.13 118.05 118.03
1337 2021-07-01 127.88 122.34 116.72 118.1 118.05 118.03 118.48 118.47
1338 2021-07-02 118.52 118.8 110.91 114.18 118.48 118.47 118.31 118.3
1339 2021-07-03 114.9 114.81 108.55 112.87 118.31 118.3 114.37
1340 2021-07-04 114.96 113.17 105.37 108.17 114.37 111.8 111.82
1341 2021-07-05 115.82 112.36 107.79 108.9 111.8 111.82 109.5 109.47
1342 2021-07-06 104.92 104.78 98.02 99.53 109.5 109.47 103.81 103.78
1343 2021-07-07 108.15 105.02 103.14 102.66 103.81 103.78 104.07 104.09
1344 2021-07-08 114.16 111.19 102.57 103.65 104.07 104.09 103.99 103.96
1345 2021-07-09 104.19 104.93 97.61 101.77 103.99 103.96 102.33 102.32
1346 2021-07-10 108.22 106.03 102.51 102.83 102.33 102.32 104.25 104.29
1347 2021-07-11 104.93 105.03 100.57 103.29 104.25 104.29 103.38 103.46
1348 2021-07-12 110.88 106.62 102.76 103.44 103.38 103.46 104.01 103.93
1349 2021-07-13 110.69 109.14 104.01 105.2 104.01 103.93 105.13 105.2
1350 2021-07-14 112.74 112.65 104.35 107.29 105.13 105.2 111.49 111.59
1351 2021-07-15 119.59 115.46 110.5 111.52 111.49 111.59 112.48 112.42
1352 2021-07-16 120.13 117.7 113.19 113.72 112.48 112.42 114.82 114.76
1353 2021-07-17 119.1 117.97 114.8 115.76 114.82 114.76 117.93 117.95
1354 2021-07-18 122.06 120.92 115.28 115.85 117.93 117.95 115.96 115.91
1355 2021-07-19 121.84 118.04 114.86 115.41 115.96 115.91 115.58 115.63
1356 2021-07-20 126.4 123.99 118.16 118.42 115.58 115.63 122.67 122.7
1357 2021-07-21 120.99 119.77 104.99 114.46 122.67 122.7 119.38 119.39
1358 2021-07-22 116.22 115.53 110.94 112.94 119.38 119.39 115.17 115.22
1359 2021-07-23 114.57 115.41 107.34 112.62 115.17 115.22 114.25 114.29
1360 2021-07-24 120.51 120.33 115.48 118.05 114.25 114.29 119.76 119.82
1361 2021-07-25 120.14 123.64 115.31 119.85 119.76 119.82 119.79 119.89
1362 2021-07-26 131.16 125.76 117.36 119.06 119.79 119.89 120.26 120.33
1363 2021-07-27 122.71 126.01 113.97 121.77 120.26 120.33 121.75 121.77
1364 2021-07-28 122.9 122.78 117.94 119.9 121.75 121.77 120.63 120.76
1365 2021-07-29 122.47 122.07 115.84 117.06 120.63 120.76 121.66 121.76
1366 2021-07-30 117.99 122.84 110.72 117.69 121.66 121.76 117.64 117.73
1367 2021-07-31 117.47 116.39 111.44 110.82 117.64 117.73 116.31 116.33
1368 2021-08-01 122.66 118.06 114.39 110.8 116.31 116.33 116.31 116.32
1369 2021-08-02 119.08 117.29 112.17 111.29 116.31 116.32 116.52 116.54
1370 2021-08-03 123.42 119.59 114.79 114.61 116.52 116.54 117.57 117.69
1371 2021-08-04 117.69 117.02 104.55 110.2 117.57 117.69 115.81
1372 2021-08-05 111.76 117.29 99.8 108.64 115.81 111.13 111.15
1373 2021-08-06 112.58 113.98 104.06 109.27 111.13 111.15 110.49 110.53
1374 2021-08-07 111.96 112.64 101.28 105.74 110.49 110.53 111.63 111.69
1375 2021-08-08 119.3 116.87 110.44 111.35 111.63 111.69 112.77
1376 2021-08-09 112.33 112.79 102.16 109.31 112.77 111.5 111.61
1377 2021-08-10 112.34 111.29 106.16 107.34 111.5 111.61 109.22 109.26
1378 2021-08-11 112.92 110.42 107.79 108.22 109.22 109.26 109.18 109.12
1379 2021-08-12 115.27 111.18 106.18 107.2 108.95 108.72 108.46
1380 2021-08-13 109.02 110.07 99.52 107.33 108.46 108.93 108.88
1381 2021-08-14 110.53 109.25 106.5 107.94 108.93 108.88 108.39 108.34
1382 2021-08-15 109.73 109.43 102.94 105.95 108.39 108.34 109.36 109.42
1383 2021-08-16 114.62 111.25 108.01 108.16 109.36 109.42 108.27 108.19
1384 2021-08-17 124.58 118.34 113.36 113.79 108.27 108.19 114.04 114.08
1385 2021-08-18 118.94 115.74 112.48 113.31 114.04 114.08 114.72 114.7
1386 2021-08-19 113.98 113.81 105.87 110.59 114.72 114.7 113.88 113.75
1387 2021-08-20 114.26 117.43 110.03 113.19 113.88 113.75 113.72 113.82
1388 2021-08-21 117.14 116.8 113.61 113.51 113.72 113.82 114.17 114.15
1389 2021-08-22 115.19 115.22 110.1 112.52 114.17 114.15 114.04 113.97
1390 2021-08-23 117.21 116.27 112.19 112.48 114.04 113.97 115.29 115.34
1391 2021-08-24 126.13 121.18 118.69 117.95 115.29 115.34 119.14 119.12
1392 2021-08-25 120.02 120.87 113.93 118.11 119.14 119.12 119.22 119.24
1393 2021-08-26 127.32 122.24 119.79 120.15 119.22 119.24 121.18
1394 2021-08-27 119.65 120.7 111.71 117.71 121.18 119.41 119.47
1395 2021-08-28 122.46 121.92 119.75 120.35 119.41 119.47 120.98 121.03
1396 2021-08-29 122.56 121.19 117.76 119.52 120.98 121.03 120.31 120.33
1397 2021-08-30 124.73 121.07 117.28 115.22 120.31 120.33 120.31 120.32
1398 2021-08-31 118.12 116.77 108.58 109.38 120.31 120.32 116.74 116.61
1399 2021-09-01 122.55 122.42 107.96 112.91 116.74 116.61 122.18
1400 2021-09-02 128.21 129.06 124.43 122.69 122.18 126.55 126.46
1401 2021-09-03 140.44 138.77 129.53 133.44 126.55 126.46 137.48 137.55
1402 2021-09-04 138.99 138.49 134.25 134.65 137.48 137.55 136.02 136.01
1403 2021-09-05 135.55 138.81 130.58 134.09 136.02 136.01 134.55 134.58
1404 2021-09-06 137.61 140.24 134.27 136.02 134.55 134.58 136.15 136.18
1405 2021-09-07 162.61 145.1 128.15 135.51 136.15 136.18 141.43 141.34
1406 2021-09-08 153.78 151.95 139.18 143.77 141.43 141.34 151.14 151.13
1407 2021-09-09 152.88 152.58 145.82 146.76 151.14 151.13 146.85 146.98
1408 2021-09-10 157.54 150.37 141.31 142.69 146.85 146.98 143.89 143.93
1409 2021-09-11 147.32 145.34 140.91 142.16 143.89 143.93 143.73 143.77
1410 2021-09-12 146.21 145.81 136.19 139.76 143.73 143.77 143.49 143.5
1411 2021-09-13 151.33 146.96 137.76 141.56 143.49 143.5 144.95 144.91
1412 2021-09-14 133.77 135.3 127.47 131.53 144.95 144.91 133.76 133.83
1413 2021-09-15 131.57 131.52 122.37 125.58 133.76 133.83 131.52
1414 2021-09-16 139.99 138.29 132.84 134.64 131.52 136.0 135.87
1415 2021-09-17 147.84 145.74 137.91 139.12 136.0 135.87 139.85 139.88
1416 2021-09-18 144.35 143.13 137.41 139.07 139.85 139.88 140.08 140.02
1417 2021-09-19 144.61 141.81 137.55 138.33 140.08 140.02 139.35 139.39
1418 2021-09-20 160.06 146.13 140.49 141.84 139.35 139.39 142.52 142.58
1419 2021-09-21 162.95 152.0 140.52 143.43 142.52 142.58 145.15 144.99
1420 2021-09-22 142.81 142.39 126.68 135.92 145.15 144.99 142.32 142.39
1421 2021-09-23 147.56 148.69 141.17 145.81 142.32 142.39 146.64 146.62
1422 2021-09-24 160.8 153.02 139.58 144.98 146.64 146.62 149.09 148.92
1423 2021-09-25 152.35 151.5 144.33 147.67 149.09 148.92 150.12 150.08
1424 2021-09-26 129.36 127.76 113.86 119.78 150.12 150.08 127.14 127.27
1425 2021-09-27 141.3 134.88 130.6 130.28 127.14 127.27 130.66 130.72
1426 2021-09-28 128.69 124.26 120.98 120.91 130.66 130.72 121.62 121.61
1427 2021-09-29 128.16 125.32 121.06 122.71 121.62 121.61 123.91 123.9
1428 2021-09-30 129.56 129.91 120.68 127.34 123.91 123.9 127.56 127.57
1429 2021-10-01 129.9 130.78 115.92 127.21 127.56 127.57 129.1 129.07
1430 2021-10-02 132.69 131.16 124.7 124.84 129.1 129.07 129.68 129.67
1431 2021-10-03 134.07 133.02 128.87 130.7 129.68 129.67 131.45 131.46
1432 2021-10-04 135.65 137.89 129.65 133.5 131.45 131.46 133.63 133.56
1433 2021-10-05 138.21 138.86 131.3 136.51 133.63 133.56 137.14 137.13
1434 2021-10-06 143.71 150.53 132.68 141.33 137.14 137.13 141.57 141.48
1435 2021-10-07 143.18 141.71 136.0 134.92 141.57 141.55 140.57
1436 2021-10-08 148.47 145.98 143.05 141.86 140.55 140.58 143.88 143.95
1437 2021-10-09 144.38 144.62 140.88 142.15 143.88 143.95 142.28
1438 2021-10-10 149.09 147.25 141.03 141.3 142.28 141.29 141.3
1439 2021-10-11 149.84 152.06 139.77 144.66 141.29 141.3 146.53 146.52
1440 2021-10-12 151.16 151.22 145.12 143.19 146.53 146.52 148.84 148.9
1441 2021-10-13 146.35 147.05 138.4 142.4 148.84 148.9 146.09 146.14
1442 2021-10-14 144.65 145.07 135.76 134.64 146.09 146.14 143.39 143.42
1443 2021-10-15 150.45 157.76 144.27 147.84 143.39 143.42 149.39 149.51
1444 2021-10-16 146.56 145.1 140.61 139.39 149.39 149.51 141.57
1445 2021-10-17 151.21 152.92 141.64 146.89 141.57 148.48 148.43
1446 2021-10-18 151.75 151.46 143.61 145.47 148.48 148.43 146.05 145.9
1447 2021-10-19 149.33 151.46 143.48 146.35 146.05 145.9 149.0 148.79
1448 2021-10-20 153.64 153.94 141.14 146.08 149.0 148.79 153.41 153.48
1449 2021-10-21 167.5 157.97 154.29 149.96 153.41 153.48 155.3 155.33
1450 2021-10-22 162.51 156.21 152.43 153.36 155.3 155.33 154.91 154.97
1451 2021-10-23 155.36 155.48 146.89 148.99 154.91 154.97 155.27 155.37
1452 2021-10-24 162.28 160.81 153.71 156.13 155.27 155.37 158.3 158.28
1453 2021-10-25 158.29 158.61 152.11 154.13 158.3 158.28 157.72 157.86
1454 2021-10-26 161.59 157.53 154.21 151.76 157.72 157.86 155.58 155.53
1455 2021-10-27 178.22 170.13 162.21 162.19 155.58 155.53 162.48 162.46
1456 2021-10-28 172.46 172.4 156.47 163.11 162.48 162.46 172.23 172.21
1457 2021-10-29 175.11 175.51 167.89 171.82 172.23 172.21 173.61 173.51
1458 2021-10-30 178.02 176.55 170.43 172.43 173.61 173.51 173.54 173.55
1459 2021-10-31 175.85 174.73 166.83 169.68 173.54 173.55 171.62 171.57
1460 2021-11-01 170.99 169.58 162.12 164.45 171.62 171.57 168.6 168.66
1461 2021-11-02 175.72 176.51 163.75 169.19 168.6 168.66 175.35 175.4
1462 2021-11-03 173.85 174.47 166.09 169.54 175.35 175.4 171.52 171.7
1463 2021-11-04 178.91 176.39 171.75 173.19 171.52 171.7 176.09 176.1
1464 2021-11-05 178.63 176.08 173.58 173.68 176.09 176.1 174.93 175.01
1465 2021-11-06 180.0 180.22 172.11 176.09 174.93 175.01 179.6 179.61
1466 2021-11-07 183.12 186.76 177.9 182.16 179.6 179.61 182.26 182.16
1467 2021-11-08 183.72 187.6 175.73 182.53 182.26 182.16 183.17 183.2
1468 2021-11-09 183.5 182.32 178.86 178.46 183.17 183.2 179.52 179.6
1469 2021-11-10 192.4 183.73 178.03 179.93 179.52 179.6 183.16 183.09
1470 2021-11-11 188.22 187.27 180.29 181.37 183.16 183.09 185.91 185.89
1471 2021-11-12 195.64 192.3 183.56 187.16 185.91 185.89 189.9
1472 2021-11-13 190.93 190.83 186.03 188.24 189.9 188.48 188.43
1473 2021-11-14 190.85 192.3 183.84 188.24 188.48 188.43 188.33 188.3
1474 2021-11-15 198.84 192.26 189.33 186.62 188.33 188.3 190.27 190.11
1475 2021-11-16 210.44 199.03 190.06 193.52 190.27 190.11 194.03 193.96
1476 2021-11-17 197.67 196.33 189.96 191.64 193.96 194.45 196.08
1477 2021-11-18 202.89 197.45 196.08 199.01
1478 2021-11-19 203.4 191.87 199.01 202.55
1479 2021-11-20 201.71 198.05 202.55 200.35
1480 2021-11-21 201.0 196.53 200.35 196.94
1481 2021-11-22 197.37 194.01 196.94 195.11
1482 2021-11-23 196.84 187.77 195.11 195.41
1483 2021-11-24 208.74 203.38 195.41 205.3
1484 2021-11-25 211.77 204.49 205.3 211.44
1485 2021-11-26 214.85 204.24 211.44 209.94
1486 2021-11-27 213.54 209.72 209.94 210.23
1487 2021-11-28 215.29 210.72 210.23 213.22
1488 2021-11-29 219.36 213.57 213.22 219.27
1489 2021-11-30 218.39 206.06 219.27 217.77
1490 2021-12-01 227.97 217.58 217.77 218.75
1491 2021-12-02 203.6 198.72 218.75 201.13
1492 2021-12-03 217.85 208.47 201.13 211.53
1493 2021-12-04 241.25 222.74 211.53 239.53
1494 2021-12-05 256.14 249.66 239.53 253.78
1495 2021-12-06 254.35 241.45 253.78 251.03
1496 2021-12-07 254.21 247.97 251.03 250.65
1497 2021-12-08 236.98 229.06 250.65 236.74
1498 2021-12-09 259.7 252.91 236.74 253.85
1499 2021-12-10 269.35 256.78 253.85 257.41
1500 2021-12-11 260.05 253.53 257.41 257.04
1501 2021-12-12 258.87 253.09 257.04 257.87
1502 2021-12-13 269.68 250.08 257.87 261.53