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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/UNI_TRX.csv
+453 -453
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@@ -1,30 +1,4 @@
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2021-07-14,309.4,279.51,310.88,298.71
2021-07-15,317.99,290.83,298.71,294.98
2021-07-16,316.25,286.41,294.98,293.96
2021-07-17,299.14,284.85,293.96,287.71
2021-07-18,306.76,286.56,287.71,291.56
2021-07-19,314.0,288.36,291.56,294.35
2021-07-20,316.23,285.91,294.35,288.49
2021-07-21,313.09,260.35,288.49,310.31
2021-07-22,318.68,291.17,310.31,318.13
2021-07-23,333.81,302.55,318.13,332.02
2021-07-24,330.48,314.94,332.02,318.44
2021-07-25,318.54,298.15,318.44,315.77
2021-07-26,346.96,310.88,315.77,316.86
2021-07-27,319.71,294.28,316.86,313.89
2021-07-28,320.64,305.47,313.89,314.21
2021-07-29,319.97,300.89,314.21,316.57
2021-07-30,332.7,306.45,316.57,330.96
2021-07-31,343.4,323.84,330.96,339.96
2021-08-01,367.13,341.03,339.96,347.67
2021-08-02,357.26,331.12,347.67,346.28
2021-08-03,355.21,323.33,346.28,333.18
2021-08-04,352.09,308.45,333.18,349.27
2021-08-05,364.22,315.32,349.27,362.65
2021-08-06,374.53,341.17,362.65,363.83
2021-08-07,385.2,343.08,363.83,376.16
2021-08-08,398.89,361.2,376.16,371.49
2021-08-09,388.78,343.34,371.49,383.5
2021-08-10,404.88,377.8,383.5,385.57
2021-08-11,364.38,344.36,385.57,347.12
2021-08-12,344.86,319.43,347.84,333.69
2021-08-13,341.98,311.35,333.69,340.86
2021-08-14,330.67,310.27,340.86,325.06
2021-08-15,327.42,304.18,325.06,325.37
2021-08-16,349.4,324.35,325.37,325.02
2021-08-17,361.93,304.47,325.02,310.34
2021-08-18,323.55,301.79,310.34,310.78
2021-08-19,316.98,286.73,310.78,316.76
2021-08-20,322.37,304.15,316.76,318.83
2021-08-21,337.77,320.38,318.83,320.95
2021-08-22,331.59,309.08,320.95,322.84
2021-08-23,329.51,315.61,322.84,320.39
2021-08-24,345.51,313.95,320.39,314.66
2021-08-25,313.53,293.76,314.66,309.19
2021-08-26,332.93,302.35,309.19,307.28
2021-08-27,311.24,283.59,307.28,310.56
2021-08-28,312.56,301.69,310.56,303.84
2021-08-29,312.58,295.74,303.84,302.75
2021-08-30,327.53,296.99,302.75,311.51
2021-08-31,334.84,295.08,311.51,330.89
2021-09-01,330.18,302.18,330.89,329.86
2021-09-02,315.58,296.79,329.86,300.61
2021-09-03,306.99,278.84,300.61,281.99
2021-09-04,290.05,278.13,281.99,281.38
2021-09-05,280.32,269.39,281.38,279.09
2021-09-06,291.71,276.49,279.09,277.84
2021-09-07,343.77,248.8,277.84,284.56
2021-09-08,269.2,230.91,284.56,249.57
2021-09-09,265.67,244.49,249.57,250.73
2021-09-10,267.22,236.25,250.73,245.73
2021-09-11,250.0,233.03,245.73,237.96
2021-09-12,215.84,197.15,237.96,211.12
2021-09-13,229.61,204.68,211.12,216.43
2021-09-14,219.12,190.27,216.43,217.09
2021-09-15,227.59,204.64,217.09,227.59
2021-09-16,237.84,219.22,227.59,226.21
2021-09-17,250.43,228.11,226.21,230.77
2021-09-18,237.77,226.16,230.77,231.63
2021-09-19,237.51,226.81,231.63,230.28
2021-09-20,262.34,225.02,230.28,228.63
2021-09-21,245.01,209.54,228.63,215.89
2021-09-22,219.28,191.03,215.89,218.98
2021-09-23,219.94,210.56,218.98,216.71
2021-09-24,234.39,197.42,216.71,212.92
2021-09-25,221.87,209.39,212.92,215.02
2021-09-26,281.56,202.53,215.02,274.49
2021-09-27,302.47,259.07,274.49,260.47
2021-09-28,300.63,267.4,260.47,277.75
2021-09-29,282.77,260.51,277.75,268.09
2021-09-30,267.73,253.08,268.09,263.03
2021-10-01,271.79,247.84,263.03,270.42
2021-10-02,291.2,271.51,270.42,279.64
2021-10-03,280.15,270.46,279.64,273.83
2021-10-04,278.15,260.72,273.83,270.88
2021-10-05,268.92,255.93,270.88,266.42
2021-10-06,272.44,249.71,266.42,264.48
2021-10-07,275.46,256.92,264.48,267.39
2021-10-08,267.12,252.28,267.39,253.51
2021-10-09,249.13,238.35,253.51,243.98
2021-10-10,266.51,247.23,243.98,247.85
2021-10-11,258.08,242.64,247.85,248.82
2021-10-12,253.04,233.66,248.82,245.71
2021-10-13,260.78,237.49,245.71,252.09
2021-10-14,272.9,252.13,252.09,271.66
2021-10-15,272.16,258.37,271.66,262.52
2021-10-16,283.18,261.08,262.52,274.36
2021-10-17,274.9,255.85,274.36,262.54
2021-10-18,267.48,254.13,262.54,261.47
2021-10-19,261.43,251.39,261.47,258.65
2021-10-20,262.89,247.58,258.65,262.89
2021-10-21,278.57,259.59,262.89,262.1
2021-10-22,268.96,253.83,262.1,256.84
2021-10-23,266.93,251.34,256.84,266.53
2021-10-24,274.69,256.03,266.53,260.16
2021-10-25,265.64,255.21,260.16,265.64
2021-10-26,279.62,258.56,265.64,262.61
2021-10-27,311.71,266.03,262.61,266.36
2021-10-28,265.9,251.31,266.36,261.18
2021-10-29,259.37,248.12,261.18,255.76
2021-10-30,252.82,242.04,255.76,246.29
2021-10-31,248.97,236.75,246.29,246.11
2021-11-01,263.28,240.4,246.11,254.93
2021-11-02,244.88,234.17,254.93,243.67
2021-11-03,255.43,239.85,243.67,253.35
2021-11-04,265.63,244.43,253.35,249.18
2021-11-05,251.98,244.15,249.18,247.15
2021-11-06,251.51,238.73,247.15,245.37
2021-11-07,243.92,238.95,245.37,242.2
2021-11-08,239.85,229.39,242.2,238.85
2021-11-09,242.4,228.41,238.85,230.42
2021-11-10,266.82,227.18,230.42,236.93
2021-11-11,239.54,228.62,236.93,232.94
2021-11-12,237.87,221.48,232.94,227.5
2021-11-13,220.53,214.84,227.5,219.11
2021-11-14,213.5,205.3,219.11,209.91
2021-11-15,203.47,192.49,209.91,193.78
2021-11-16,219.58,188.66,193.78,198.44
2021-11-17,200.88,189.57,198.46,194.76
2020-09-17,142.41,0.05058,0.05394,123.15
2020-09-18,297.97,111.09,123.15,236.77
2020-09-19,272.0,188.56,236.77,206.52
2020-09-20,224.11,174.23,206.52,193.31
2020-09-21,216.47,166.01,193.31,170.97
2020-09-22,183.63,149.37,170.97,156.54
2020-09-23,211.11,152.63,156.54,174.4
2020-09-24,204.33,168.9,174.4,195.59
2020-09-25,204.33,177.28,195.59,181.1
2020-09-26,182.72,172.64,181.1,178.5
2020-09-27,195.95,177.98,178.5,182.11
2020-09-28,185.8,159.8,182.11,161.92
2020-09-29,169.01,156.71,161.92,166.58
2020-09-30,166.58,152.26,166.58,158.77
2020-10-01,171.07,153.95,158.77,164.53
2020-10-02,163.18,140.33,164.53,150.45
2020-10-03,151.01,140.85,150.45,143.6
2020-10-04,150.6,137.58,143.6,140.69
2020-10-05,144.69,121.27,140.69,125.59
2020-10-06,128.42,102.82,125.59,106.18
2020-10-07,117.78,98.33,106.18,116.23
2020-10-08,135.66,106.21,116.23,130.47
2020-10-09,136.51,122.86,130.47,128.74
2020-10-10,136.92,123.5,128.74,124.74
2020-10-11,129.23,120.34,124.74,126.45
2020-10-12,131.96,124.3,126.45,127.53
2020-10-13,129.74,123.23,127.53,124.94
2020-10-14,128.33,112.18,124.94,116.5
2020-10-15,120.43,111.95,116.5,115.93
2020-10-16,131.32,113.35,115.93,118.59
2020-10-17,123.35,116.3,118.59,118.68
2020-10-18,127.91,118.89,118.68,126.71
2020-10-19,129.14,120.14,126.71,122.08
2020-10-20,124.02,107.85,122.08,109.59
2020-10-21,120.67,106.22,109.59,109.86
2020-10-22,115.0,107.86,109.86,111.67
2020-10-23,115.94,111.16,111.67,112.56
2020-10-24,114.49,108.16,112.56,108.31
2020-10-25,110.0,101.5,108.31,102.85
2020-10-26,107.12,96.0,102.85,101.32
2020-10-27,110.86,102.02,101.32,104.09
2020-10-28,102.41,96.21,104.09,98.87
2020-10-29,104.49,93.64,98.87,95.35
2020-10-30,100.58,89.21,95.35,94.18
2020-10-31,93.19,85.24,94.18,86.02
2020-11-01,92.62,84.97,86.02,90.47
2020-11-02,96.94,90.49,90.47,90.82
2020-11-03,95.51,85.23,90.82,86.65
2020-11-04,89.71,77.76,86.65,78.33
2020-11-05,98.83,73.87,78.33,86.2
2020-11-06,102.01,82.25,86.2,97.51
2020-11-07,112.67,95.7,97.51,97.03
2020-11-08,113.25,99.52,97.03,111.75
2020-11-09,113.99,105.21,111.75,107.24
2020-11-10,125.98,105.37,107.24,122.56
2020-11-11,128.52,113.27,122.56,115.31
2020-11-12,127.96,112.74,115.31,115.67
2020-11-13,151.99,111.86,115.67,146.65
2020-11-14,155.63,138.94,146.65,148.25
2020-11-15,161.77,139.82,148.25,147.01
2020-11-16,157.74,133.23,147.01,137.68
2020-11-17,151.25,131.18,137.68,142.11
2020-11-18,143.42,122.3,142.11,128.16
2020-11-19,149.24,127.45,128.16,145.03
2020-11-20,158.94,143.12,145.03,146.6
2020-11-21,129.51,118.77,146.6,125.95
2020-11-22,135.58,123.33,125.95,128.46
2020-11-23,132.54,115.2,128.46,131.5
2020-11-24,131.85,111.52,131.5,115.38
2020-11-25,123.41,107.95,115.38,111.65
2020-11-26,118.36,105.85,111.65,116.96
2020-11-27,119.07,111.05,116.96,112.27
2020-11-28,116.69,111.69,112.27,113.55
2020-11-29,115.98,111.89,113.55,115.56
2020-11-30,122.24,113.88,115.56,116.24
2020-12-01,127.14,114.29,116.24,117.39
2020-12-02,133.68,115.89,117.39,125.83
2020-12-03,129.08,120.67,125.83,122.58
2020-12-04,127.28,118.48,122.58,119.37
2020-12-05,121.38,115.97,119.37,120.88
2020-12-06,122.81,115.88,120.88,117.75
2020-12-07,127.97,117.28,117.75,124.05
2020-12-08,129.14,117.37,124.05,118.42
2020-12-09,118.9,113.61,118.42,116.58
2020-12-10,117.92,113.96,116.58,115.19
2020-12-11,115.26,106.49,115.19,106.62
2020-12-12,113.29,107.76,106.62,109.28
2020-12-13,115.33,107.7,109.28,114.41
2020-12-14,121.72,112.72,114.41,119.47
2020-12-15,121.6,113.87,119.47,114.07
2020-12-16,117.55,110.54,114.07,112.86
2020-12-17,129.1,117.39,112.86,120.52
2020-12-18,123.56,116.74,120.52,120.67
2020-12-19,140.76,122.9,120.67,126.95
2020-12-20,128.42,119.02,126.95,120.38
2020-12-21,126.9,117.6,120.38,119.77
2020-12-22,132.05,119.84,119.77,128.61
2020-12-23,149.62,125.66,128.61,134.62
2020-12-24,127.35,118.38,134.62,126.84
2020-12-25,131.13,122.0,126.84,123.39
2020-12-26,137.52,121.24,123.39,122.86
2020-12-27,127.8,110.83,122.86,125.5
2020-12-28,134.68,124.68,125.5,126.51
2020-12-29,141.58,130.1,126.51,132.77
2020-12-30,166.34,140.43,132.77,154.52
2020-12-31,197.61,150.43,154.52,193.91
2021-01-01,198.35,175.05,193.91,177.69
2021-01-02,199.05,170.24,177.69,179.76
2021-01-03,189.44,155.51,179.76,187.3
2021-01-04,192.58,169.28,187.3,174.43
2021-01-05,239.52,200.36,174.43,219.29
2021-01-06,227.95,206.75,219.29,209.76
2021-01-07,224.36,203.33,209.76,203.46
2021-01-08,214.8,188.93,203.46,193.07
2021-01-09,187.26,168.93,193.07,184.88
2021-01-10,187.21,175.35,184.88,181.98
2021-01-11,195.0,175.61,181.98,179.76
2021-01-12,201.31,174.05,179.76,195.36
2021-01-13,218.05,197.93,195.36,206.95
2021-01-14,241.95,211.56,206.95,230.0
2021-01-15,255.25,218.5,230.0,250.5
2021-01-16,295.48,233.81,250.5,278.21
2021-01-17,303.1,273.21,278.21,288.1
2021-01-18,315.12,275.7,288.1,291.51
2021-01-19,308.59,274.71,291.51,281.53
2021-01-20,295.23,261.05,281.53,294.53
2021-01-21,289.44,260.33,294.53,274.44
2021-01-22,322.67,279.07,274.44,306.74
2021-01-23,323.96,287.91,306.74,320.11
2021-01-24,409.03,310.86,320.11,400.22
2021-01-25,430.0,358.15,400.22,381.2
2021-01-26,485.49,384.95,381.2,470.33
2021-01-27,537.02,440.32,470.33,517.13
2021-01-28,565.17,473.26,517.13,475.17
2021-01-29,483.98,377.14,475.17,468.06
2021-01-30,609.89,465.85,468.06,608.4
2021-01-31,637.16,560.11,608.4,563.05
2021-02-01,625.86,504.55,563.05,616.87
2021-02-02,661.51,555.59,616.87,575.05
2021-02-03,602.93,560.11,575.05,569.67
2021-02-04,639.33,578.0,569.67,605.22
2021-02-05,619.05,559.37,605.22,582.11
2021-02-06,633.15,529.21,582.11,551.01
2021-02-07,542.5,495.33,551.01,522.61
2021-02-08,578.39,464.6,522.61,478.16
2021-02-09,426.1,397.1,478.16,419.6
2021-02-10,463.85,403.17,419.6,444.13
2021-02-11,393.64,364.41,444.13,378.98
2021-02-12,431.11,371.71,378.98,409.32
2021-02-13,387.72,357.01,409.32,363.94
2021-02-14,416.58,374.65,363.94,376.14
2021-02-15,418.11,349.25,376.14,394.91
2021-02-16,413.58,385.94,394.91,393.4
2021-02-17,412.87,381.68,393.4,408.71
2021-02-18,403.49,377.74,408.71,386.7
2021-02-19,381.01,319.36,386.7,329.82
2021-02-20,564.27,339.9,329.82,499.13
2021-02-21,550.96,466.15,499.13,481.83
2021-02-22,524.7,447.4,481.83,512.2
2021-02-23,557.5,437.93,512.2,551.85
2021-02-24,565.46,506.6,551.85,524.12
2021-02-25,549.58,508.54,524.12,518.65
2021-02-26,540.0,490.1,518.65,514.54
2021-02-27,514.95,491.19,514.54,505.15
2021-02-28,512.87,464.95,505.15,486.93
2021-03-01,539.06,505.52,486.93,539.06
2021-03-02,580.31,527.53,539.06,544.54
2021-03-03,563.51,515.98,544.54,519.59
2021-03-04,579.91,472.55,519.59,550.85
2021-03-05,590.2,539.71,550.85,568.53
2021-03-06,582.52,556.31,568.53,565.92
2021-03-07,674.95,575.94,565.92,665.54
2021-03-08,675.0,619.31,665.54,621.76
2021-03-09,665.36,613.81,621.76,617.32
2021-03-10,655.65,592.28,617.32,601.41
2021-03-11,629.22,594.89,601.41,596.56
2021-03-12,642.41,607.24,596.56,620.69
2021-03-13,663.22,601.26,620.69,609.43
2021-03-14,643.14,597.67,609.43,604.3
2021-03-15,595.82,562.53,604.3,587.58
2021-03-16,586.63,560.22,587.58,573.15
2021-03-17,606.67,561.94,573.15,571.18
2021-03-18,575.38,544.95,571.18,559.46
2021-03-19,585.2,517.7,559.46,572.9
2021-03-20,575.43,518.67,572.9,525.05
2021-03-21,524.09,496.18,525.05,521.45
2021-03-22,582.39,516.51,521.45,556.51
2021-03-23,610.56,515.28,556.51,527.96
2021-03-24,545.57,466.42,527.96,493.4
2021-03-25,492.5,458.8,493.4,478.61
2021-03-26,456.44,430.51,478.61,446.36
2021-03-27,471.75,439.65,446.36,442.28
2021-03-28,450.7,435.96,442.28,438.25
2021-03-29,453.63,436.55,438.25,445.66
2021-03-30,452.14,431.52,445.66,433.93
2021-03-31,311.71,294.49,433.93,301.84
2021-04-01,353.03,328.9,301.84,336.69
2021-04-02,327.01,307.9,336.69,326.43
2021-04-03,309.04,288.31,326.43,290.79
2021-04-04,247.21,233.61,290.79,242.51
2021-04-05,230.78,224.27,242.51,224.91
2021-04-06,258.32,243.22,224.91,251.73
2021-04-07,274.42,253.45,251.73,259.24
2021-04-08,246.62,238.45,259.24,244.23
2021-04-09,264.27,254.32,244.23,255.23
2021-04-10,241.42,231.37,255.23,235.14
2021-04-11,251.03,238.14,235.14,244.41
2021-04-12,295.67,229.86,244.41,285.07
2021-04-13,268.48,234.76,285.07,241.39
2021-04-14,260.04,237.62,241.39,256.73
2021-04-15,242.77,218.42,256.73,229.85
2021-04-16,230.87,214.75,229.85,224.14
2021-04-17,234.21,223.01,224.14,223.55
2021-04-18,228.0,203.22,223.55,220.9
2021-04-19,249.4,230.6,220.9,242.02
2021-04-20,241.82,223.39,242.02,240.08
2021-04-21,286.54,244.74,240.08,272.54
2021-04-22,334.13,288.03,272.54,308.69
2021-04-23,312.9,281.21,308.69,301.17
2021-04-24,317.66,293.32,301.17,293.9
2021-04-25,338.07,290.87,293.9,337.34
2021-04-26,330.28,303.04,337.34,325.3
2021-04-27,326.94,304.19,325.3,314.24
2021-04-28,350.09,312.95,314.24,348.79
2021-04-29,353.0,330.88,348.79,337.75
2021-04-30,333.78,298.57,337.75,306.3
2021-05-01,312.47,302.11,306.3,306.96
2021-05-02,337.12,305.58,306.96,332.79
2021-05-03,337.61,315.22,332.79,321.74
2021-05-04,365.62,321.79,321.74,361.56
2021-05-05,325.29,287.02,361.56,289.76
2021-05-06,280.26,264.61,289.76,264.98
2021-05-07,281.21,263.7,264.98,269.65
2021-05-08,290.66,272.96,269.65,282.72
2021-05-09,282.16,272.86,282.72,276.41
2021-05-10,305.35,275.18,276.41,285.75
2021-05-11,277.84,262.61,285.75,277.35
2021-05-12,319.79,278.43,277.35,304.3
2021-05-13,321.06,297.63,304.3,306.69
2021-05-14,324.04,299.64,306.69,323.92
2021-05-15,328.6,301.67,323.92,303.53
2021-05-16,311.6,293.19,303.53,306.54
2021-05-17,304.48,291.78,306.54,295.71
2021-05-18,303.75,280.18,295.71,300.33
2021-05-19,382.65,240.7,300.33,294.74
2021-05-20,307.31,261.64,294.74,296.16
2021-05-21,320.24,268.85,296.16,281.05
2021-05-22,293.33,260.3,281.05,270.05
2021-05-23,306.92,228.63,270.05,265.33
2021-05-24,323.27,239.1,265.33,319.8
2021-05-25,334.63,292.39,319.8,326.02
2021-05-26,353.3,306.37,326.02,353.3
2021-05-27,365.15,339.47,353.3,358.69
2021-05-28,380.74,338.42,358.69,359.06
2021-05-29,375.58,322.96,359.06,336.68
2021-05-30,364.85,320.89,336.68,356.88
2021-05-31,368.79,331.07,356.88,368.06
2021-06-01,367.69,348.22,368.06,358.94
2021-06-02,362.74,351.54,358.94,353.51
2021-06-03,355.86,344.05,353.51,348.0
2021-06-04,348.1,332.38,348.0,341.62
2021-06-05,344.27,329.72,341.62,338.69
2021-06-06,338.47,330.28,338.69,334.21
2021-06-07,352.54,335.16,334.21,339.34
2021-06-08,333.59,304.52,339.34,323.32
2021-06-09,348.71,323.66,323.32,332.43
2021-06-10,342.17,321.87,332.43,324.6
2021-06-11,345.86,311.08,324.6,314.3
2021-06-12,318.07,299.17,314.3,311.93
2021-06-13,331.91,312.73,311.93,325.57
2021-06-14,337.81,321.97,325.57,335.17
2021-06-15,340.39,323.58,335.17,325.87
2021-06-16,324.39,313.39,325.87,316.11
2021-06-17,301.44,292.94,316.11,299.9
2021-06-18,300.72,285.36,299.9,293.71
2021-06-19,300.47,288.7,293.71,288.7
2021-06-20,309.84,289.89,288.7,306.32
2021-06-21,345.68,295.38,306.32,295.92
2021-06-22,330.51,299.24,295.92,321.15
2021-06-23,312.85,288.6,321.15,307.38
2021-06-24,280.11,268.63,307.38,274.0
2021-06-25,269.1,256.17,272.59,258.62
2021-06-26,263.73,254.86,258.62,257.6
2021-06-27,272.51,262.34,257.6,263.04
2021-06-28,275.32,258.63,263.37,270.63
2021-06-29,281.9,271.48,270.63,274.6
2021-06-30,282.31,257.85,274.6,282.1
2021-07-01,285.39,275.03,282.1,275.13
2021-07-02,274.97,262.34,275.13,273.55
2021-07-03,291.81,275.34,273.55,290.98
2021-07-04,316.6,288.12,290.98,308.17
2021-07-05,314.45,300.37,308.17,311.73
2021-07-06,359.37,313.32,311.73,344.32
2021-07-07,353.79,335.95,344.32,345.84
2021-07-08,354.09,329.46,345.84,332.96
2021-07-09,349.08,331.2,332.96,337.17
2021-07-10,343.5,326.89,337.17,330.05
2021-07-11,339.78,331.0,330.05,335.56
2021-07-12,342.25,321.92,335.56,324.56
2021-07-13,327.96,310.33,324.56,311.44
2021-07-14,309.29,289.45,311.44,297.6
2021-07-15,306.54,293.3,297.6,294.23
2021-07-16,310.79,289.44,294.23,294.35
2021-07-17,297.08,283.48,294.35,286.97
2021-07-18,302.44,290.23,286.97,291.76
2021-07-19,304.28,289.71,291.76,294.74
2021-07-20,302.65,286.82,294.74,287.41
2021-07-21,310.0,282.98,287.41,309.46
2021-07-22,318.36,296.55,309.46,318.19
2021-07-23,333.83,316.47,318.19,331.14
2021-07-24,336.05,318.68,331.14,318.74
2021-07-25,326.59,310.24,318.74,314.88
2021-07-26,336.24,315.16,314.88,316.75
2021-07-27,328.43,310.52,316.75,312.88
2021-07-28,320.33,308.68,312.88,313.09
2021-07-29,317.68,303.74,313.09,315.42
2021-07-30,345.47,325.2,315.42,330.47
2021-07-31,341.43,320.84,330.47,340.78
2021-08-01,354.62,330.89,340.78,348.73
2021-08-02,351.94,328.91,348.73,346.36
2021-08-03,341.67,322.26,346.36,332.08
2021-08-04,351.3,326.86,332.08,350.41
2021-08-05,366.57,339.83,350.41,361.92
2021-08-06,376.13,357.2,361.92,363.57
2021-08-07,385.62,358.11,363.57,375.5
2021-08-08,391.04,362.68,375.5,371.83
2021-08-09,388.63,370.13,371.83,382.75
2021-08-10,399.7,373.41,382.75,384.57
2021-08-11,359.34,344.64,384.57,347.65
2021-08-12,337.99,323.76,348.91,334.55
2021-08-13,348.72,335.29,334.55,341.34
2021-08-14,326.04,314.47,341.34,324.92
2021-08-15,325.56,312.98,324.92,325.0
2021-08-16,338.1,321.69,325.0,324.97
2021-08-17,343.04,304.14,324.97,309.37
2021-08-18,316.19,302.8,309.37,310.95
2021-08-19,316.93,304.23,310.95,316.77
2021-08-20,327.61,315.22,316.77,318.04
2021-08-21,338.0,320.33,318.04,321.17
2021-08-22,327.6,316.57,319.61,320.82
2021-08-23,324.67,315.6,324.1,319.56
2021-08-24,326.81,313.37,320.29,313.48
2021-08-25,316.46,305.45,313.6,310.45
2021-08-26,316.44,304.58,310.45,307.85
2021-08-27,314.94,299.39,307.85,310.22
2021-08-28,309.89,302.38,310.22,302.93
2021-08-29,310.61,298.84,302.93,303.48
2021-08-30,317.43,294.59,303.48,312.02
2021-08-31,334.84,297.71,312.02,332.18
2021-09-01,332.87,313.08,332.18,329.18
2021-09-02,317.77,296.44,329.18,300.84
2021-09-03,307.14,277.59,300.84,282.07
2021-09-04,315.27,279.26,282.07,281.92
2021-09-05,288.67,277.09,281.92,279.36
2021-09-06,297.26,277.77,279.36,277.92
2021-09-07,305.93,260.66,277.92,284.73
2021-09-08,262.59,239.15,284.73,249.95
2021-09-09,264.58,246.62,249.95,249.9
2021-09-10,255.4,235.84,249.9,246.09
2021-09-11,247.25,235.59,246.09,238.44
2021-09-12,215.25,203.03,238.44,211.31
2021-09-13,222.88,210.3,211.31,216.44
2021-09-14,219.28,199.28,216.44,216.93
2021-09-15,227.41,209.0,216.93,227.37
2021-09-16,236.63,222.3,227.37,226.34
2021-09-17,246.64,229.24,226.34,230.4
2021-09-18,237.35,228.81,230.4,231.96
2021-09-19,233.42,227.49,231.96,230.78
2021-09-20,237.79,226.62,230.78,227.79
2021-09-21,229.26,210.92,227.79,215.81
2021-09-22,218.55,204.01,215.81,218.55
2021-09-23,224.48,215.07,218.55,216.83
2021-09-24,223.58,206.79,216.83,213.63
2021-09-25,220.85,211.46,213.63,214.23
2021-09-26,280.69,213.1,214.23,274.38
2021-09-27,289.8,256.13,274.38,260.29
2021-09-28,293.86,261.73,260.29,278.37
2021-09-29,277.15,264.35,278.37,267.63
2021-09-30,273.58,257.65,267.63,263.19
2021-10-01,286.24,265.38,263.19,270.3
2021-10-02,288.06,269.64,270.3,279.8
2021-10-03,281.52,272.59,279.8,273.81
2021-10-04,284.11,268.58,273.81,271.0
2021-10-05,278.34,261.55,271.0,266.31
2021-10-06,290.87,262.72,266.31,264.05
2021-10-07,272.09,254.29,263.93,268.08
2021-10-08,262.6,251.38,268.02,253.43
2021-10-09,249.36,242.51,253.43,244.49
2021-10-10,261.17,246.98,244.49,246.98
2021-10-11,262.25,243.73,246.98,248.93
2021-10-12,246.73,229.71,248.93,244.8
2021-10-13,272.81,243.51,244.8,251.46
2021-10-14,273.49,249.88,251.46,272.66
2021-10-15,289.25,259.31,272.66,262.19
2021-10-16,283.21,257.41,262.19,274.26
2021-10-17,279.06,262.69,274.26,263.25
2021-10-18,266.96,257.53,263.25,261.96
2021-10-19,271.6,253.33,261.96,259.87
2021-10-20,263.4,254.17,259.87,263.33
2021-10-21,264.56,256.75,263.33,262.19
2021-10-22,259.09,254.63,262.19,257.44
2021-10-23,268.05,255.18,257.44,266.83
2021-10-24,273.8,258.96,266.83,260.0
2021-10-25,266.5,258.19,260.0,264.88
2021-10-26,271.79,251.19,264.88,262.08
2021-10-27,300.06,262.71,262.08,266.71
2021-10-28,270.06,256.18,266.71,261.72
2021-10-29,262.44,253.31,261.72,255.5
2021-10-30,250.24,243.41,255.5,245.49
2021-10-31,249.58,242.48,245.49,247.03
2021-11-01,260.79,244.06,247.03,254.85
2021-11-02,247.41,236.59,254.85,243.41
2021-11-03,260.48,243.93,243.41,253.63
2021-11-04,261.43,247.02,253.63,249.58
2021-11-05,252.37,241.78,249.58,248.17
2021-11-06,251.86,243.29,248.17,244.97
2021-11-07,248.67,242.48,244.97,242.61
2021-11-08,245.58,235.4,242.61,238.47
2021-11-09,243.33,225.2,238.47,230.23
2021-11-10,251.82,231.45,230.23,236.18
2021-11-11,237.38,230.48,236.18,233.27
2021-11-12,234.58,226.55,233.27,228.1
2021-11-13,220.4,216.51,228.1,218.74
2021-11-14,215.25,209.55,218.74,209.55
2021-11-15,195.03,190.67,209.55,193.49
2021-11-16,207.53,191.54,193.49,198.46
2021-11-17,198.7,193.7,198.46,196.96
2021-11-18,208.41,196.76,196.96,200.57
2021-11-19,205.87,196.2,200.57,204.02
2021-11-20,213.3,203.41,204.02,209.55
2021-11-21,204.67,200.05,209.55,202.8
2021-11-22,211.88,199.89,202.8,205.69
2021-11-23,218.31,208.09,205.69,216.8
2021-11-24,227.37,211.4,216.8,212.87
2021-11-25,216.41,210.53,212.87,213.41
2021-11-26,212.75,198.65,213.41,209.53
2021-11-27,215.18,208.24,209.53,209.35
2021-11-28,215.9,209.1,209.35,211.93
2021-11-29,210.66,207.25,211.93,210.06
2021-11-30,219.82,206.06,210.06,219.47
2021-12-01,231.01,216.57,219.47,216.8
2021-12-02,237.5,211.69,216.8,230.93
2021-12-03,232.11,212.06,230.93,212.57
2021-12-04,210.28,173.22,212.57,197.51
2021-12-05,205.96,192.81,197.51,195.73
2021-12-06,200.35,185.9,195.73,198.44
2021-12-07,193.2,186.57,198.44,190.79
2021-12-08,202.95,184.04,190.79,202.9
2021-12-09,199.73,182.58,202.9,182.9
2021-12-10,183.6,172.47,182.9,172.8
2021-12-11,185.75,171.18,172.8,173.06
2021-12-12,177.36,172.36,173.06,175.82
2021-12-13,176.21,166.36,175.82,168.68
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 2020-09-17 140.72 142.41 87.13 0.05058 115.69 0.05394 123.4 123.15
1051 2020-09-18 295.01 297.97 111.15 111.09 123.4 123.15 237.56 236.77
1052 2020-09-19 270.6 272.0 188.77 188.56 237.56 236.77 206.72 206.52
1053 2020-09-20 225.91 224.11 172.64 174.23 206.72 206.52 193.84 193.31
1054 2020-09-21 226.84 216.47 163.92 166.01 193.84 193.31 170.75 170.97
1055 2020-09-22 182.16 183.63 147.32 149.37 170.75 170.97 156.2 156.54
1056 2020-09-23 215.08 211.11 156.92 152.63 156.2 156.54 174.66 174.4
1057 2020-09-24 201.22 204.33 162.1 168.9 174.66 174.4 195.59
1058 2020-09-25 204.57 204.33 175.42 177.28 195.59 181.06 181.1
1059 2020-09-26 183.55 182.72 172.0 172.64 181.06 181.1 179.18 178.5
1060 2020-09-27 196.12 195.95 176.82 177.98 179.18 178.5 182.32 182.11
1061 2020-09-28 188.5 185.8 159.18 159.8 182.32 182.11 161.84 161.92
1062 2020-09-29 167.79 169.01 156.65 156.71 161.84 161.92 166.81 166.58
1063 2020-09-30 167.38 166.58 150.71 152.26 166.81 166.58 158.53 158.77
1064 2020-10-01 174.76 171.07 151.14 153.95 158.53 158.77 164.54 164.53
1065 2020-10-02 164.09 163.18 137.8 140.33 164.54 164.53 150.19 150.45
1066 2020-10-03 151.43 151.01 140.81 140.85 150.19 150.45 143.57 143.6
1067 2020-10-04 149.21 150.6 136.54 137.58 143.57 143.6 140.85 140.69
1068 2020-10-05 143.78 144.69 120.39 121.27 140.85 140.69 125.54 125.59
1069 2020-10-06 130.71 128.42 102.9 102.82 125.54 125.59 106.14 106.18
1070 2020-10-07 117.65 117.78 97.25 98.33 106.14 106.18 116.2 116.23
1071 2020-10-08 134.77 135.66 102.8 106.21 116.2 116.23 130.3 130.47
1072 2020-10-09 137.09 136.51 120.91 122.86 130.3 130.47 128.83 128.74
1073 2020-10-10 138.35 136.92 123.52 123.5 128.83 128.74 124.77 124.74
1074 2020-10-11 129.93 129.23 119.65 120.34 124.77 124.74 126.62 126.45
1075 2020-10-12 132.9 131.96 121.2 124.3 126.62 126.45 127.77 127.53
1076 2020-10-13 130.6 129.74 122.87 123.23 127.77 127.53 125.11 124.94
1077 2020-10-14 128.6 128.33 111.03 112.18 125.11 124.94 116.34 116.5
1078 2020-10-15 119.11 120.43 109.88 111.95 116.34 116.5 116.06 115.93
1079 2020-10-16 131.47 131.32 112.29 113.35 116.06 115.93 118.28 118.59
1080 2020-10-17 121.16 123.35 115.3 116.3 118.28 118.59 118.79 118.68
1081 2020-10-18 126.97 127.91 117.55 118.89 118.79 118.68 126.58 126.71
1082 2020-10-19 127.05 129.14 120.17 120.14 126.58 126.71 122.49 122.08
1083 2020-10-20 122.12 124.02 107.58 107.85 122.49 122.08 109.38 109.59
1084 2020-10-21 115.09 120.67 106.48 106.22 109.38 109.59 109.88 109.86
1085 2020-10-22 115.75 115.0 107.82 107.86 109.88 109.86 112.1 111.67
1086 2020-10-23 116.78 115.94 110.97 111.16 112.1 111.67 112.81 112.56
1087 2020-10-24 113.79 114.49 108.35 108.16 112.81 112.56 108.65 108.31
1088 2020-10-25 109.79 110.0 100.82 101.5 108.65 108.31 102.71 102.85
1089 2020-10-26 107.44 107.12 94.32 96.0 102.71 102.85 101.35 101.32
1090 2020-10-27 107.55 110.86 100.0 102.02 101.35 101.32 104.0 104.09
1091 2020-10-28 106.14 102.41 96.5 96.21 104.0 104.09 99.11 98.87
1092 2020-10-29 103.16 104.49 93.6 93.64 99.11 98.87 95.78 95.35
1093 2020-10-30 100.12 100.58 88.01 89.21 95.78 95.35 94.34 94.18
1094 2020-10-31 92.74 93.19 85.95 85.24 94.34 94.18 86.95 86.02
1095 2020-11-01 94.59 92.62 85.74 84.97 86.95 86.02 91.85 90.47
1096 2020-11-02 100.0 96.94 90.67 90.49 91.85 90.47 91.73 90.82
1097 2020-11-03 93.14 95.51 84.11 85.23 91.73 90.82 87.75 86.65
1098 2020-11-04 89.69 89.71 77.73 77.76 87.75 86.65 80.16 78.33
1099 2020-11-05 96.28 98.83 70.78 73.87 80.16 78.33 87.63 86.2
1100 2020-11-06 102.4 102.01 82.92 82.25 87.63 86.2 98.02 97.51
1101 2020-11-07 120.28 112.67 97.52 95.7 98.02 97.51 99.04 97.03
1102 2020-11-08 114.89 113.25 96.06 99.52 99.04 97.03 112.92 111.75
1103 2020-11-09 115.62 113.99 103.61 105.21 112.92 111.75 107.55 107.24
1104 2020-11-10 127.17 125.98 105.38 105.37 107.55 107.24 123.27 122.56
1105 2020-11-11 128.08 128.52 115.01 113.27 123.27 122.56 116.81 115.31
1106 2020-11-12 125.32 127.96 113.42 112.74 116.81 115.31 118.21 115.67
1107 2020-11-13 154.92 151.99 114.64 111.86 118.21 115.67 150.39 146.65
1108 2020-11-14 156.58 155.63 139.03 138.94 150.39 146.65 150.57 148.25
1109 2020-11-15 165.67 161.77 140.72 139.82 150.57 148.25 149.92 147.01
1110 2020-11-16 153.55 157.74 134.44 133.23 149.92 147.01 139.08 137.68
1111 2020-11-17 144.4 151.25 130.57 131.18 139.08 137.68 142.83 142.11
1112 2020-11-18 143.14 143.42 121.79 122.3 142.83 142.11 128.78 128.16
1113 2020-11-19 150.68 149.24 125.05 127.45 128.78 128.16 145.14 145.03
1114 2020-11-20 155.4 158.94 139.81 143.12 145.14 145.03 146.54 146.6
1115 2020-11-21 128.82 129.51 117.7 118.77 146.54 146.6 125.58 125.95
1116 2020-11-22 137.18 135.58 119.6 123.33 125.58 125.95 128.01 128.46
1117 2020-11-23 133.09 132.54 114.5 115.2 128.01 128.46 132.05 131.5
1118 2020-11-24 127.57 131.85 112.24 111.52 132.05 131.5 115.93 115.38
1119 2020-11-25 127.54 123.41 107.23 107.95 115.93 115.38 111.32 111.65
1120 2020-11-26 128.3 118.36 105.68 105.85 111.32 111.65 116.67 116.96
1121 2020-11-27 120.35 119.07 107.73 111.05 116.67 116.96 112.59 112.27
1122 2020-11-28 115.92 116.69 106.83 111.69 112.59 112.27 113.62 113.55
1123 2020-11-29 116.34 115.98 109.34 111.89 113.62 113.55 115.59 115.56
1124 2020-11-30 117.74 122.24 108.9 113.88 115.59 115.56 116.79 116.24
1125 2020-12-01 131.65 127.14 114.35 114.29 116.79 116.24 117.36 117.39
1126 2020-12-02 133.58 133.68 112.14 115.89 117.36 117.39 126.37 125.83
1127 2020-12-03 127.01 129.08 120.03 120.67 126.37 125.83 122.62 122.58
1128 2020-12-04 133.06 127.28 118.77 118.48 122.62 122.58 119.42 119.37
1129 2020-12-05 120.98 121.38 112.83 115.97 119.42 119.37 120.45 120.88
1130 2020-12-06 122.5 122.81 113.39 115.88 120.45 120.88 117.94 117.75
1131 2020-12-07 128.0 127.97 117.63 117.28 117.94 117.75 124.03 124.05
1132 2020-12-08 134.92 129.14 117.64 117.37 124.03 124.05 118.29 118.42
1133 2020-12-09 118.23 118.9 108.68 113.61 118.29 118.42 116.9 116.58
1134 2020-12-10 119.96 117.92 113.56 113.96 116.9 116.58 115.23 115.19
1135 2020-12-11 116.88 115.26 104.93 106.49 115.23 115.19 106.62
1136 2020-12-12 111.28 113.29 103.75 107.76 106.62 109.42 109.28
1137 2020-12-13 115.21 115.33 105.21 107.7 109.42 109.28 114.45 114.41
1138 2020-12-14 121.51 121.72 111.34 112.72 114.45 114.41 119.59 119.47
1139 2020-12-15 120.53 121.6 113.4 113.87 119.59 119.47 114.05 114.07
1140 2020-12-16 112.66 117.55 103.21 110.54 114.05 114.07 112.47 112.86
1141 2020-12-17 129.98 129.1 111.8 117.39 112.47 112.86 120.16 120.52
1142 2020-12-18 124.0 123.56 114.19 116.74 120.16 120.52 121.11 120.67
1143 2020-12-19 135.63 140.76 118.63 122.9 121.11 120.67 126.86 126.95
1144 2020-12-20 128.82 128.42 118.73 119.02 126.86 126.95 120.49 120.38
1145 2020-12-21 134.04 126.9 116.85 117.6 120.49 120.38 119.99 119.77
1146 2020-12-22 130.99 132.05 113.9 119.84 119.99 119.77 129.39 128.61
1147 2020-12-23 152.34 149.62 122.76 125.66 129.39 128.61 133.36 134.62
1148 2020-12-24 127.52 127.35 114.01 118.38 133.36 134.62 127.23 126.84
1149 2020-12-25 127.8 131.13 118.16 122.0 127.23 126.84 122.78 123.39
1150 2020-12-26 129.79 137.52 121.19 121.24 122.78 123.39 122.96 122.86
1151 2020-12-27 131.72 127.8 116.52 110.83 122.96 122.86 124.79 125.5
1152 2020-12-28 133.66 134.68 120.65 124.68 124.79 125.5 126.09 126.51
1153 2020-12-29 139.13 141.58 126.87 130.1 126.09 126.51 132.84 132.77
1154 2020-12-30 162.41 166.34 134.88 140.43 132.84 132.77 154.03 154.52
1155 2020-12-31 197.46 197.61 147.16 150.43 154.03 154.52 192.46 193.91
1156 2021-01-01 196.09 198.35 171.84 175.05 192.46 193.91 176.35 177.69
1157 2021-01-02 190.3 199.05 164.98 170.24 176.35 177.69 178.65 179.76
1158 2021-01-03 191.08 189.44 158.74 155.51 178.65 179.76 186.26 187.3
1159 2021-01-04 199.55 192.58 160.37 169.28 186.26 187.3 174.99 174.43
1160 2021-01-05 229.66 239.52 182.29 200.36 174.99 174.43 219.14 219.29
1161 2021-01-06 216.36 227.95 197.63 206.75 219.14 219.29 210.71 209.76
1162 2021-01-07 220.05 224.36 195.8 203.33 210.71 209.76 202.3 203.46
1163 2021-01-08 209.1 214.8 181.27 188.93 202.3 203.46 193.13 193.07
1164 2021-01-09 187.55 187.26 167.65 168.93 193.13 193.07 183.91 184.88
1165 2021-01-10 200.55 187.21 169.9 175.35 183.91 184.88 182.49 181.98
1166 2021-01-11 207.08 195.0 153.76 175.61 182.49 181.98 180.94 179.76
1167 2021-01-12 203.07 201.31 173.7 174.05 180.94 179.76 195.04 195.36
1168 2021-01-13 207.51 218.05 171.34 197.93 195.04 195.36 206.18 206.95
1169 2021-01-14 236.53 241.95 205.14 211.56 206.18 206.95 230.86 230.0
1170 2021-01-15 251.48 255.25 216.04 218.5 230.86 230.0 248.02 250.5
1171 2021-01-16 311.43 295.48 239.18 233.81 248.02 250.5 279.56 278.21
1172 2021-01-17 303.77 303.1 267.55 273.21 279.56 278.21 287.55 288.1
1173 2021-01-18 311.76 315.12 262.73 275.7 287.55 288.1 290.58 291.51
1174 2021-01-19 315.04 308.59 276.68 274.71 290.58 291.51 280.37 281.53
1175 2021-01-20 296.69 295.23 251.33 261.05 280.37 281.53 294.49 294.53
1176 2021-01-21 326.94 289.44 265.64 260.33 294.49 294.53 274.8 274.44
1177 2021-01-22 315.69 322.67 247.79 279.07 274.8 274.44 304.48 306.74
1178 2021-01-23 325.9 323.96 290.73 287.91 304.48 306.74 319.4 320.11
1179 2021-01-24 409.14 409.03 305.57 310.86 319.4 320.11 400.8 400.22
1180 2021-01-25 437.25 430.0 369.4 358.15 400.8 400.22 383.65 381.2
1181 2021-01-26 482.54 485.49 379.45 384.95 383.65 381.2 471.35 470.33
1182 2021-01-27 548.51 537.02 462.82 440.32 471.35 470.33 522.66 517.13
1183 2021-01-28 520.3 565.17 458.05 473.26 522.66 517.13 477.0 475.17
1184 2021-01-29 472.56 483.98 422.49 377.14 477.0 475.17 470.16 468.06
1185 2021-01-30 609.76 609.89 469.22 465.85 470.16 468.06 607.59 608.4
1186 2021-01-31 649.76 637.16 552.46 560.11 607.59 608.4 561.65 563.05
1187 2021-02-01 628.87 625.86 505.76 504.55 561.65 563.05 620.68 616.87
1188 2021-02-02 619.84 661.51 544.17 555.59 620.68 616.87 571.9 575.05
1189 2021-02-03 593.91 602.93 542.61 560.11 571.9 575.05 570.72 569.67
1190 2021-02-04 650.47 639.33 586.48 578.0 570.72 569.67 607.3 605.22
1191 2021-02-05 616.79 619.05 545.0 559.37 607.3 605.22 584.21 582.11
1192 2021-02-06 617.16 633.15 548.18 529.21 584.21 582.11 548.46 551.01
1193 2021-02-07 546.72 542.5 477.2 495.33 548.46 551.01 518.91 522.61
1194 2021-02-08 497.9 578.39 448.21 464.6 518.91 522.61 477.63 478.16
1195 2021-02-09 432.02 426.1 410.08 397.1 477.63 478.16 423.54 419.6
1196 2021-02-10 483.48 463.85 421.08 403.17 423.54 419.6 446.99 444.13
1197 2021-02-11 387.53 393.64 354.94 364.41 446.99 444.13 378.02 378.98
1198 2021-02-12 430.85 431.11 384.99 371.71 378.02 378.98 410.55 409.32
1199 2021-02-13 392.59 387.72 355.7 357.01 410.55 409.32 363.38 363.94
1200 2021-02-14 409.09 416.58 375.05 374.65 363.38 363.94 377.58 376.14
1201 2021-02-15 423.4 418.11 345.92 349.25 377.58 376.14 394.89 394.91
1202 2021-02-16 409.49 413.58 372.6 385.94 394.89 394.91 393.54 393.4
1203 2021-02-17 414.46 412.87 365.18 381.68 393.54 393.4 409.13 408.71
1204 2021-02-18 405.4 403.49 375.87 377.74 409.13 408.71 385.53 386.7
1205 2021-02-19 354.81 381.01 319.05 319.36 385.53 386.7 330.75 329.82
1206 2021-02-20 569.15 564.27 337.72 339.9 330.75 329.82 498.36 499.13
1207 2021-02-21 540.43 550.96 468.67 466.15 498.36 499.13 485.18 481.83
1208 2021-02-22 536.96 524.7 413.82 447.4 485.18 481.83 510.78 512.2
1209 2021-02-23 616.84 557.5 414.48 437.93 510.78 512.2 546.65 551.85
1210 2021-02-24 569.49 565.46 479.89 506.6 546.65 551.85 526.15 524.12
1211 2021-02-25 596.77 549.58 511.96 508.54 526.15 524.12 519.49 518.65
1212 2021-02-26 557.57 540.0 466.12 490.1 519.49 518.65 511.51 514.54
1213 2021-02-27 532.99 514.95 480.12 491.19 511.51 514.54 505.91 505.15
1214 2021-02-28 528.39 512.87 449.9 464.95 505.91 505.15 486.74 486.93
1215 2021-03-01 537.74 539.06 461.22 505.52 486.74 486.93 537.53 539.06
1216 2021-03-02 584.72 580.31 523.69 527.53 537.53 539.06 545.24 544.54
1217 2021-03-03 564.12 563.51 517.08 515.98 545.24 544.54 518.72 519.59
1218 2021-03-04 577.95 579.91 480.75 472.55 518.72 519.59 549.38 550.85
1219 2021-03-05 572.82 590.2 515.04 539.71 549.38 550.85 563.66 568.53
1220 2021-03-06 578.32 582.52 541.65 556.31 563.66 568.53 568.15 565.92
1221 2021-03-07 673.17 674.95 550.25 575.94 568.15 565.92 662.35 665.54
1222 2021-03-08 658.18 675.0 605.2 619.31 662.35 665.54 626.13 621.76
1223 2021-03-09 653.63 665.36 608.5 613.81 626.13 621.76 618.28 617.32
1224 2021-03-10 651.31 655.65 589.89 592.28 618.28 617.32 600.58 601.41
1225 2021-03-11 617.09 629.22 573.98 594.89 600.58 601.41 601.94 596.56
1226 2021-03-12 639.77 642.41 589.11 607.24 601.94 596.56 619.14 620.69
1227 2021-03-13 629.66 663.22 571.21 601.26 619.14 620.69 613.96 609.43
1228 2021-03-14 661.57 643.14 600.67 597.67 613.96 609.43 600.86 604.3
1229 2021-03-15 622.38 595.82 583.89 562.53 600.86 604.3 587.84 587.58
1230 2021-03-16 574.0 586.63 536.33 560.22 587.84 587.58 574.0 573.15
1231 2021-03-17 577.66 606.67 538.05 561.94 574.0 573.15 571.27 571.18
1232 2021-03-18 592.79 575.38 558.08 544.95 571.27 571.18 562.77 559.46
1233 2021-03-19 583.45 585.2 502.9 517.7 562.77 559.46 567.75 572.9
1234 2021-03-20 578.03 575.43 524.09 518.67 567.75 572.9 527.05 525.05
1235 2021-03-21 525.98 524.09 496.92 496.18 527.05 525.05 519.82 521.45
1236 2021-03-22 604.66 582.39 536.29 516.51 519.82 521.45 554.02 556.51
1237 2021-03-23 617.18 610.56 517.59 515.28 554.02 556.51 529.89 527.96
1238 2021-03-24 572.07 545.57 470.83 466.42 529.89 527.96 491.29 493.4
1239 2021-03-25 507.05 492.5 464.57 458.8 491.29 493.4 479.21 478.61
1240 2021-03-26 448.67 456.44 409.4 430.51 479.21 478.61 447.12 446.36
1241 2021-03-27 463.2 471.75 437.72 439.65 447.12 446.36 443.06 442.28
1242 2021-03-28 453.7 450.7 430.44 435.96 443.06 442.28 437.98 438.25
1243 2021-03-29 455.35 453.63 425.22 436.55 437.98 438.25 448.39 445.66
1244 2021-03-30 443.25 452.14 428.85 431.52 448.39 445.66 432.64 433.93
1245 2021-03-31 312.47 311.71 292.33 294.49 432.64 433.93 302.13 301.84
1246 2021-04-01 354.25 353.03 328.38 328.9 302.13 301.84 335.75 336.69
1247 2021-04-02 327.63 327.01 310.41 307.9 335.75 336.69 327.09 326.43
1248 2021-04-03 320.02 309.04 289.45 288.31 327.09 326.43 289.74 290.79
1249 2021-04-04 246.87 247.21 227.12 233.61 289.74 290.79 242.4 242.51
1250 2021-04-05 228.24 230.78 217.04 224.27 242.4 242.51 225.53 224.91
1251 2021-04-06 261.87 258.32 244.67 243.22 225.53 224.91 252.26 251.73
1252 2021-04-07 284.75 274.42 252.54 253.45 252.26 251.73 259.07 259.24
1253 2021-04-08 245.26 246.62 229.64 238.45 259.07 259.24 244.53 244.23
1254 2021-04-09 264.08 264.27 253.2 254.32 244.53 244.23 254.92 255.23
1255 2021-04-10 243.75 241.42 230.85 231.37 254.92 255.23 235.52 235.14
1256 2021-04-11 251.02 251.03 239.48 238.14 235.52 235.14 244.96 244.41
1257 2021-04-12 295.81 295.67 229.58 229.86 244.96 244.41 284.78 285.07
1258 2021-04-13 253.62 268.48 233.88 234.76 284.78 285.07 242.01 241.39
1259 2021-04-14 262.58 260.04 238.92 237.62 242.01 241.39 257.02 256.73
1260 2021-04-15 240.13 242.77 216.93 218.42 257.02 256.73 229.78 229.85
1261 2021-04-16 236.62 230.87 213.1 214.75 229.78 229.85 224.39 224.14
1262 2021-04-17 241.29 234.21 222.83 223.01 224.39 224.14 223.47 223.55
1263 2021-04-18 245.38 228.0 195.17 203.22 223.47 223.55 221.26 220.9
1264 2021-04-19 251.31 249.4 227.92 230.6 221.26 220.9 241.46 242.02
1265 2021-04-20 241.85 241.82 212.55 223.39 241.46 242.02 239.82 240.08
1266 2021-04-21 295.52 286.54 248.98 244.74 239.82 240.08 272.37 272.54
1267 2021-04-22 348.68 334.13 297.18 288.03 272.37 272.54 308.72 308.69
1268 2021-04-23 320.18 312.9 272.2 281.21 308.72 308.69 302.29 301.17
1269 2021-04-24 321.44 317.66 292.01 293.32 302.29 301.17 294.05 293.9
1270 2021-04-25 342.58 338.07 295.28 290.87 294.05 293.9 337.27 337.34
1271 2021-04-26 327.96 330.28 291.05 303.04 337.27 337.34 325.32 325.3
1272 2021-04-27 321.98 326.94 296.35 304.19 325.32 325.3 314.6 314.24
1273 2021-04-28 349.88 350.09 309.05 312.95 314.6 314.24 349.31 348.79
1274 2021-04-29 362.46 353.0 327.56 330.88 349.31 348.79 338.78 337.75
1275 2021-04-30 312.55 333.78 295.84 298.57 338.78 337.75 307.18 306.3
1276 2021-05-01 314.8 312.47 299.08 302.11 307.18 306.3 307.55 306.96
1277 2021-05-02 339.18 337.12 308.46 305.58 307.55 306.96 333.62 332.79
1278 2021-05-03 341.79 337.61 313.45 315.22 333.62 332.79 321.28 321.74
1279 2021-05-04 374.08 365.62 335.82 321.79 321.28 321.74 361.33 361.56
1280 2021-05-05 305.81 325.29 283.81 287.02 361.33 361.56 289.82 289.76
1281 2021-05-06 280.17 280.26 262.19 264.61 289.82 289.76 264.95 264.98
1282 2021-05-07 279.61 281.21 259.55 263.7 264.95 264.98 269.17 269.65
1283 2021-05-08 288.46 290.66 273.99 272.96 269.17 269.65 282.94 282.72
1284 2021-05-09 284.88 282.16 266.9 272.86 282.94 282.72 275.86 276.41
1285 2021-05-10 324.02 305.35 271.34 275.18 275.86 276.41 286.46 285.75
1286 2021-05-11 277.79 277.84 255.8 262.61 286.46 285.75 277.72 277.35
1287 2021-05-12 366.47 319.79 305.25 278.43 277.72 277.35 306.67 304.3
1288 2021-05-13 331.96 321.06 289.29 297.63 306.67 304.3 307.66 306.69
1289 2021-05-14 327.67 324.04 297.83 299.64 307.66 306.69 323.98 323.92
1290 2021-05-15 351.41 328.6 303.07 301.67 323.98 323.92 303.4 303.53
1291 2021-05-16 329.71 311.6 289.04 293.19 303.4 303.53 305.69 306.54
1292 2021-05-17 323.94 304.48 282.89 291.78 305.69 306.54 294.77 295.71
1293 2021-05-18 313.83 303.75 283.59 280.18 294.77 295.71 300.86 300.33
1294 2021-05-19 449.28 382.65 228.44 240.7 300.86 300.33 293.4 294.74
1295 2021-05-20 318.49 307.31 225.15 261.64 293.4 294.74 294.93 296.16
1296 2021-05-21 358.25 320.24 243.03 268.85 294.93 296.16 281.57 281.05
1297 2021-05-22 297.08 293.33 245.82 260.3 281.57 281.05 270.25 270.05
1298 2021-05-23 338.53 306.92 207.51 228.63 270.25 270.05 265.7 265.33
1299 2021-05-24 327.64 323.27 215.3 239.1 265.7 265.33 320.87 319.8
1300 2021-05-25 345.87 334.63 280.51 292.39 320.87 319.8 325.64 326.02
1301 2021-05-26 353.59 353.3 295.84 306.37 325.64 326.02 353.59 353.3
1302 2021-05-27 377.79 365.15 329.64 339.47 353.59 353.3 359.01 358.69
1303 2021-05-28 407.63 380.74 346.84 338.42 359.01 358.69 359.06
1304 2021-05-29 400.52 375.58 317.57 322.96 359.06 337.07 336.68
1305 2021-05-30 369.23 364.85 301.42 320.89 337.07 336.68 357.28 356.88
1306 2021-05-31 369.3 368.79 305.52 331.07 357.28 356.88 367.87 368.06
1307 2021-06-01 377.23 367.69 340.99 348.22 367.87 368.06 360.03 358.94
1308 2021-06-02 368.7 362.74 337.95 351.54 360.03 358.94 353.97 353.51
1309 2021-06-03 357.43 355.86 327.49 344.05 353.97 353.51 349.03 348.0
1310 2021-06-04 372.07 348.1 325.64 332.38 349.03 348.0 342.5 341.62
1311 2021-06-05 366.71 344.27 333.47 329.72 342.5 341.62 339.56 338.69
1312 2021-06-06 341.47 338.47 327.39 330.28 339.56 338.69 333.98 334.21
1313 2021-06-07 381.33 352.54 334.45 335.16 333.98 334.21 338.64 339.34
1314 2021-06-08 340.01 333.59 286.86 304.52 338.64 339.34 323.3 323.32
1315 2021-06-09 335.06 348.71 294.7 323.66 323.3 323.32 333.2 332.43
1316 2021-06-10 347.99 342.17 318.5 321.87 333.2 332.43 324.97 324.6
1317 2021-06-11 344.66 345.86 308.95 311.08 324.97 324.6 315.74 314.3
1318 2021-06-12 321.72 318.07 297.62 299.17 315.74 314.3 312.9 311.93
1319 2021-06-13 330.07 331.91 285.89 312.73 312.9 311.93 325.04 325.57
1320 2021-06-14 336.06 337.81 312.6 321.97 325.04 325.57 335.51 335.17
1321 2021-06-15 343.78 340.39 322.46 323.58 335.51 335.17 326.23 325.87
1322 2021-06-16 341.41 324.39 314.14 313.39 326.23 325.87 316.46 316.11
1323 2021-06-17 310.5 301.44 289.79 292.94 316.46 316.11 300.08 299.9
1324 2021-06-18 319.97 300.72 281.3 285.36 300.08 299.9 293.23 293.71
1325 2021-06-19 306.78 300.47 289.65 288.7 293.23 293.71 289.65 288.7
1326 2021-06-20 310.63 309.84 275.45 289.89 289.65 288.7 306.04 306.32
1327 2021-06-21 389.62 345.68 294.36 295.38 306.04 306.32 294.73 295.92
1328 2021-06-22 335.42 330.51 274.06 299.24 294.73 295.92 321.51 321.15
1329 2021-06-23 319.72 312.85 273.18 288.6 321.51 321.15 307.96 307.38
1330 2021-06-24 280.44 280.11 251.4 268.63 307.96 307.38 272.88 274.0
1331 2021-06-25 298.81 269.1 255.98 256.17 272.88 272.59 257.78 258.62
1332 2021-06-26 262.23 263.73 240.87 254.86 257.78 258.62 256.97 257.6
1333 2021-06-27 263.86 272.51 241.32 262.34 256.97 257.6 263.86 263.04
1334 2021-06-28 277.75 275.32 258.31 258.63 263.86 263.37 271.32 270.63
1335 2021-06-29 282.43 281.9 260.2 271.48 271.32 270.63 274.33 274.6
1336 2021-06-30 282.74 282.31 251.54 257.85 274.33 274.6 282.3 282.1
1337 2021-07-01 297.71 285.39 271.31 275.03 282.3 282.1 274.71 275.13
1338 2021-07-02 274.0 274.97 254.47 262.34 274.71 275.13 273.55
1339 2021-07-03 292.38 291.81 266.35 275.34 273.55 291.34 290.98
1340 2021-07-04 319.08 316.6 281.07 288.12 291.34 290.98 308.39 308.17
1341 2021-07-05 323.88 314.45 296.9 300.37 308.39 308.17 311.01 311.73
1342 2021-07-06 357.1 359.37 308.59 313.32 311.01 311.73 344.63 344.32
1343 2021-07-07 364.43 353.79 337.06 335.95 344.63 344.32 345.93 345.84
1344 2021-07-08 365.38 354.09 326.73 329.46 345.93 345.84 333.28 332.96
1345 2021-07-09 346.95 349.08 318.01 331.2 333.28 332.96 337.3 337.17
1346 2021-07-10 350.27 343.5 324.7 326.89 337.3 337.17 329.75 330.05
1347 2021-07-11 338.45 339.78 323.25 331.0 329.75 330.05 334.73 335.56
1348 2021-07-12 356.01 342.25 319.75 321.92 334.73 335.56 325.24 324.56
1349 2021-07-13 332.1 327.96 306.16 310.33 325.24 324.56 310.88 311.44
1350 2021-07-14 309.4 309.29 279.51 289.45 310.88 311.44 298.71 297.6
1351 2021-07-15 317.99 306.54 290.83 293.3 298.71 297.6 294.98 294.23
1352 2021-07-16 316.25 310.79 286.41 289.44 294.98 294.23 293.96 294.35
1353 2021-07-17 299.14 297.08 284.85 283.48 293.96 294.35 287.71 286.97
1354 2021-07-18 306.76 302.44 286.56 290.23 287.71 286.97 291.56 291.76
1355 2021-07-19 314.0 304.28 288.36 289.71 291.56 291.76 294.35 294.74
1356 2021-07-20 316.23 302.65 285.91 286.82 294.35 294.74 288.49 287.41
1357 2021-07-21 313.09 310.0 260.35 282.98 288.49 287.41 310.31 309.46
1358 2021-07-22 318.68 318.36 291.17 296.55 310.31 309.46 318.13 318.19
1359 2021-07-23 333.81 333.83 302.55 316.47 318.13 318.19 332.02 331.14
1360 2021-07-24 330.48 336.05 314.94 318.68 332.02 331.14 318.44 318.74
1361 2021-07-25 318.54 326.59 298.15 310.24 318.44 318.74 315.77 314.88
1362 2021-07-26 346.96 336.24 310.88 315.16 315.77 314.88 316.86 316.75
1363 2021-07-27 319.71 328.43 294.28 310.52 316.86 316.75 313.89 312.88
1364 2021-07-28 320.64 320.33 305.47 308.68 313.89 312.88 314.21 313.09
1365 2021-07-29 319.97 317.68 300.89 303.74 314.21 313.09 316.57 315.42
1366 2021-07-30 332.7 345.47 306.45 325.2 316.57 315.42 330.96 330.47
1367 2021-07-31 343.4 341.43 323.84 320.84 330.96 330.47 339.96 340.78
1368 2021-08-01 367.13 354.62 341.03 330.89 339.96 340.78 347.67 348.73
1369 2021-08-02 357.26 351.94 331.12 328.91 347.67 348.73 346.28 346.36
1370 2021-08-03 355.21 341.67 323.33 322.26 346.28 346.36 333.18 332.08
1371 2021-08-04 352.09 351.3 308.45 326.86 333.18 332.08 349.27 350.41
1372 2021-08-05 364.22 366.57 315.32 339.83 349.27 350.41 362.65 361.92
1373 2021-08-06 374.53 376.13 341.17 357.2 362.65 361.92 363.83 363.57
1374 2021-08-07 385.2 385.62 343.08 358.11 363.83 363.57 376.16 375.5
1375 2021-08-08 398.89 391.04 361.2 362.68 376.16 375.5 371.49 371.83
1376 2021-08-09 388.78 388.63 343.34 370.13 371.49 371.83 383.5 382.75
1377 2021-08-10 404.88 399.7 377.8 373.41 383.5 382.75 385.57 384.57
1378 2021-08-11 364.38 359.34 344.36 344.64 385.57 384.57 347.12 347.65
1379 2021-08-12 344.86 337.99 319.43 323.76 347.84 348.91 333.69 334.55
1380 2021-08-13 341.98 348.72 311.35 335.29 333.69 334.55 340.86 341.34
1381 2021-08-14 330.67 326.04 310.27 314.47 340.86 341.34 325.06 324.92
1382 2021-08-15 327.42 325.56 304.18 312.98 325.06 324.92 325.37 325.0
1383 2021-08-16 349.4 338.1 324.35 321.69 325.37 325.0 325.02 324.97
1384 2021-08-17 361.93 343.04 304.47 304.14 325.02 324.97 310.34 309.37
1385 2021-08-18 323.55 316.19 301.79 302.8 310.34 309.37 310.78 310.95
1386 2021-08-19 316.98 316.93 286.73 304.23 310.78 310.95 316.76 316.77
1387 2021-08-20 322.37 327.61 304.15 315.22 316.76 316.77 318.83 318.04
1388 2021-08-21 337.77 338.0 320.38 320.33 318.83 318.04 320.95 321.17
1389 2021-08-22 331.59 327.6 309.08 316.57 320.95 319.61 322.84 320.82
1390 2021-08-23 329.51 324.67 315.61 315.6 322.84 324.1 320.39 319.56
1391 2021-08-24 345.51 326.81 313.95 313.37 320.39 320.29 314.66 313.48
1392 2021-08-25 313.53 316.46 293.76 305.45 314.66 313.6 309.19 310.45
1393 2021-08-26 332.93 316.44 302.35 304.58 309.19 310.45 307.28 307.85
1394 2021-08-27 311.24 314.94 283.59 299.39 307.28 307.85 310.56 310.22
1395 2021-08-28 312.56 309.89 301.69 302.38 310.56 310.22 303.84 302.93
1396 2021-08-29 312.58 310.61 295.74 298.84 303.84 302.93 302.75 303.48
1397 2021-08-30 327.53 317.43 296.99 294.59 302.75 303.48 311.51 312.02
1398 2021-08-31 334.84 295.08 297.71 311.51 312.02 330.89 332.18
1399 2021-09-01 330.18 332.87 302.18 313.08 330.89 332.18 329.86 329.18
1400 2021-09-02 315.58 317.77 296.79 296.44 329.86 329.18 300.61 300.84
1401 2021-09-03 306.99 307.14 278.84 277.59 300.61 300.84 281.99 282.07
1402 2021-09-04 290.05 315.27 278.13 279.26 281.99 282.07 281.38 281.92
1403 2021-09-05 280.32 288.67 269.39 277.09 281.38 281.92 279.09 279.36
1404 2021-09-06 291.71 297.26 276.49 277.77 279.09 279.36 277.84 277.92
1405 2021-09-07 343.77 305.93 248.8 260.66 277.84 277.92 284.56 284.73
1406 2021-09-08 269.2 262.59 230.91 239.15 284.56 284.73 249.57 249.95
1407 2021-09-09 265.67 264.58 244.49 246.62 249.57 249.95 250.73 249.9
1408 2021-09-10 267.22 255.4 236.25 235.84 250.73 249.9 245.73 246.09
1409 2021-09-11 250.0 247.25 233.03 235.59 245.73 246.09 237.96 238.44
1410 2021-09-12 215.84 215.25 197.15 203.03 237.96 238.44 211.12 211.31
1411 2021-09-13 229.61 222.88 204.68 210.3 211.12 211.31 216.43 216.44
1412 2021-09-14 219.12 219.28 190.27 199.28 216.43 216.44 217.09 216.93
1413 2021-09-15 227.59 227.41 204.64 209.0 217.09 216.93 227.59 227.37
1414 2021-09-16 237.84 236.63 219.22 222.3 227.59 227.37 226.21 226.34
1415 2021-09-17 250.43 246.64 228.11 229.24 226.21 226.34 230.77 230.4
1416 2021-09-18 237.77 237.35 226.16 228.81 230.77 230.4 231.63 231.96
1417 2021-09-19 237.51 233.42 226.81 227.49 231.63 231.96 230.28 230.78
1418 2021-09-20 262.34 237.79 225.02 226.62 230.28 230.78 228.63 227.79
1419 2021-09-21 245.01 229.26 209.54 210.92 228.63 227.79 215.89 215.81
1420 2021-09-22 219.28 218.55 191.03 204.01 215.89 215.81 218.98 218.55
1421 2021-09-23 219.94 224.48 210.56 215.07 218.98 218.55 216.71 216.83
1422 2021-09-24 234.39 223.58 197.42 206.79 216.71 216.83 212.92 213.63
1423 2021-09-25 221.87 220.85 209.39 211.46 212.92 213.63 215.02 214.23
1424 2021-09-26 281.56 280.69 202.53 213.1 215.02 214.23 274.49 274.38
1425 2021-09-27 302.47 289.8 259.07 256.13 274.49 274.38 260.47 260.29
1426 2021-09-28 300.63 293.86 267.4 261.73 260.47 260.29 277.75 278.37
1427 2021-09-29 282.77 277.15 260.51 264.35 277.75 278.37 268.09 267.63
1428 2021-09-30 267.73 273.58 253.08 257.65 268.09 267.63 263.03 263.19
1429 2021-10-01 271.79 286.24 247.84 265.38 263.03 263.19 270.42 270.3
1430 2021-10-02 291.2 288.06 271.51 269.64 270.42 270.3 279.64 279.8
1431 2021-10-03 280.15 281.52 270.46 272.59 279.64 279.8 273.83 273.81
1432 2021-10-04 278.15 284.11 260.72 268.58 273.83 273.81 270.88 271.0
1433 2021-10-05 268.92 278.34 255.93 261.55 270.88 271.0 266.42 266.31
1434 2021-10-06 272.44 290.87 249.71 262.72 266.42 266.31 264.48 264.05
1435 2021-10-07 275.46 272.09 256.92 254.29 264.48 263.93 267.39 268.08
1436 2021-10-08 267.12 262.6 252.28 251.38 267.39 268.02 253.51 253.43
1437 2021-10-09 249.13 249.36 238.35 242.51 253.51 253.43 243.98 244.49
1438 2021-10-10 266.51 261.17 247.23 246.98 243.98 244.49 247.85 246.98
1439 2021-10-11 258.08 262.25 242.64 243.73 247.85 246.98 248.82 248.93
1440 2021-10-12 253.04 246.73 233.66 229.71 248.82 248.93 245.71 244.8
1441 2021-10-13 260.78 272.81 237.49 243.51 245.71 244.8 252.09 251.46
1442 2021-10-14 272.9 273.49 252.13 249.88 252.09 251.46 271.66 272.66
1443 2021-10-15 272.16 289.25 258.37 259.31 271.66 272.66 262.52 262.19
1444 2021-10-16 283.18 283.21 261.08 257.41 262.52 262.19 274.36 274.26
1445 2021-10-17 274.9 279.06 255.85 262.69 274.36 274.26 262.54 263.25
1446 2021-10-18 267.48 266.96 254.13 257.53 262.54 263.25 261.47 261.96
1447 2021-10-19 261.43 271.6 251.39 253.33 261.47 261.96 258.65 259.87
1448 2021-10-20 262.89 263.4 247.58 254.17 258.65 259.87 262.89 263.33
1449 2021-10-21 278.57 264.56 259.59 256.75 262.89 263.33 262.1 262.19
1450 2021-10-22 268.96 259.09 253.83 254.63 262.1 262.19 256.84 257.44
1451 2021-10-23 266.93 268.05 251.34 255.18 256.84 257.44 266.53 266.83
1452 2021-10-24 274.69 273.8 256.03 258.96 266.53 266.83 260.16 260.0
1453 2021-10-25 265.64 266.5 255.21 258.19 260.16 260.0 265.64 264.88
1454 2021-10-26 279.62 271.79 258.56 251.19 265.64 264.88 262.61 262.08
1455 2021-10-27 311.71 300.06 266.03 262.71 262.61 262.08 266.36 266.71
1456 2021-10-28 265.9 270.06 251.31 256.18 266.36 266.71 261.18 261.72
1457 2021-10-29 259.37 262.44 248.12 253.31 261.18 261.72 255.76 255.5
1458 2021-10-30 252.82 250.24 242.04 243.41 255.76 255.5 246.29 245.49
1459 2021-10-31 248.97 249.58 236.75 242.48 246.29 245.49 246.11 247.03
1460 2021-11-01 263.28 260.79 240.4 244.06 246.11 247.03 254.93 254.85
1461 2021-11-02 244.88 247.41 234.17 236.59 254.93 254.85 243.67 243.41
1462 2021-11-03 255.43 260.48 239.85 243.93 243.67 243.41 253.35 253.63
1463 2021-11-04 265.63 261.43 244.43 247.02 253.35 253.63 249.18 249.58
1464 2021-11-05 251.98 252.37 244.15 241.78 249.18 249.58 247.15 248.17
1465 2021-11-06 251.51 251.86 238.73 243.29 247.15 248.17 245.37 244.97
1466 2021-11-07 243.92 248.67 238.95 242.48 245.37 244.97 242.2 242.61
1467 2021-11-08 239.85 245.58 229.39 235.4 242.2 242.61 238.85 238.47
1468 2021-11-09 242.4 243.33 228.41 225.2 238.85 238.47 230.42 230.23
1469 2021-11-10 266.82 251.82 227.18 231.45 230.42 230.23 236.93 236.18
1470 2021-11-11 239.54 237.38 228.62 230.48 236.93 236.18 232.94 233.27
1471 2021-11-12 237.87 234.58 221.48 226.55 232.94 233.27 227.5 228.1
1472 2021-11-13 220.53 220.4 214.84 216.51 227.5 228.1 219.11 218.74
1473 2021-11-14 213.5 215.25 205.3 209.55 219.11 218.74 209.91 209.55
1474 2021-11-15 203.47 195.03 192.49 190.67 209.91 209.55 193.78 193.49
1475 2021-11-16 219.58 207.53 188.66 191.54 193.78 193.49 198.44 198.46
1476 2021-11-17 200.88 198.7 189.57 193.7 198.46 194.76 196.96
1477 2021-11-18 208.41 196.76 196.96 200.57
1478 2021-11-19 205.87 196.2 200.57 204.02
1479 2021-11-20 213.3 203.41 204.02 209.55
1480 2021-11-21 204.67 200.05 209.55 202.8
1481 2021-11-22 211.88 199.89 202.8 205.69
1482 2021-11-23 218.31 208.09 205.69 216.8
1483 2021-11-24 227.37 211.4 216.8 212.87
1484 2021-11-25 216.41 210.53 212.87 213.41
1485 2021-11-26 212.75 198.65 213.41 209.53
1486 2021-11-27 215.18 208.24 209.53 209.35
1487 2021-11-28 215.9 209.1 209.35 211.93
1488 2021-11-29 210.66 207.25 211.93 210.06
1489 2021-11-30 219.82 206.06 210.06 219.47
1490 2021-12-01 231.01 216.57 219.47 216.8
1491 2021-12-02 237.5 211.69 216.8 230.93
1492 2021-12-03 232.11 212.06 230.93 212.57
1493 2021-12-04 210.28 173.22 212.57 197.51
1494 2021-12-05 205.96 192.81 197.51 195.73
1495 2021-12-06 200.35 185.9 195.73 198.44
1496 2021-12-07 193.2 186.57 198.44 190.79
1497 2021-12-08 202.95 184.04 190.79 202.9
1498 2021-12-09 199.73 182.58 202.9 182.9
1499 2021-12-10 183.6 172.47 182.9 172.8
1500 2021-12-11 185.75 171.18 172.8 173.06
1501 2021-12-12 177.36 172.36 173.06 175.82
1502 2021-12-13 176.21 166.36 175.82 168.68