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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
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data/BTC_UNI.csv
+453 -453
View File
@@ -1,30 +1,4 @@
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2021-06-04,1487.3,1348.28,1368.22,1394.82
2021-06-05,1478.48,1359.36,1394.82,1384.99
2021-06-06,1408.99,1362.94,1384.99,1384.25
2021-06-07,1515.68,1373.19,1384.25,1383.13
2021-06-08,1454.06,1325.94,1383.13,1425.25
2021-06-09,1494.98,1290.96,1425.25,1489.03
2021-06-10,1628.14,1518.65,1489.03,1555.4
2021-06-11,1724.46,1646.32,1555.4,1709.5
2021-06-12,1759.29,1628.06,1709.5,1669.4
2021-06-13,1692.57,1495.36,1669.4,1678.07
2021-06-14,1698.36,1603.6,1678.07,1676.87
2021-06-15,1764.84,1688.87,1676.87,1715.18
2021-06-16,1856.3,1747.03,1715.18,1757.49
2021-06-17,1783.29,1685.96,1757.49,1717.55
2021-06-18,1872.45,1722.37,1717.55,1755.47
2021-06-19,1840.22,1761.56,1755.47,1794.21
2021-06-20,1743.65,1610.29,1794.21,1718.94
2021-06-21,2264.98,1981.81,1718.94,2003.99
2021-06-22,2029.85,1757.58,2003.99,1981.78
2021-06-23,1955.57,1781.22,1981.78,1891.4
2021-06-24,1955.23,1790.92,1891.4,1921.24
2021-06-25,2242.1,1976.52,1921.24,1995.23
2021-06-26,2028.55,1870.66,1995.23,2002.71
2021-06-27,2032.69,1872.31,2002.71,2030.15
2021-06-28,1990.64,1911.73,2030.15,1946.22
2021-06-29,1963.86,1837.54,1946.22,1927.68
2021-06-30,1873.19,1766.28,1927.68,1818.43
2021-07-01,1970.23,1840.11,1818.43,1884.3
2021-07-02,1865.17,1796.15,1884.3,1855.36
2021-07-03,1794.75,1711.71,1855.36,1780.8
2021-07-04,1731.14,1654.87,1780.8,1698.82
2021-07-05,1759.17,1652.33,1698.82,1679.38
2021-07-06,1568.0,1498.68,1679.38,1529.26
2021-07-07,1575.18,1518.72,1529.26,1521.84
2021-07-08,1667.02,1577.56,1521.84,1615.11
2021-07-09,1625.08,1538.48,1615.11,1611.8
2021-07-10,1691.6,1631.33,1611.8,1654.73
2021-07-11,1671.69,1609.29,1654.73,1654.54
2021-07-12,1772.9,1670.87,1654.54,1693.18
2021-07-13,1805.19,1744.92,1693.18,1772.95
2021-07-14,1849.85,1766.2,1772.95,1834.44
2021-07-15,1946.07,1826.94,1834.44,1868.94
2021-07-16,1971.69,1898.09,1868.94,1919.6
2021-07-17,1984.43,1936.28,1919.6,1957.39
2021-07-18,1988.11,1911.23,1957.39,1948.47
2021-07-19,2027.4,1935.12,1948.47,1960.25
2021-07-20,2132.77,2012.15,1960.25,2045.69
2021-07-21,1962.38,1765.09,2045.69,1923.27
2021-07-22,1851.65,1804.32,1923.27,1836.54
2021-07-23,1808.52,1720.3,1836.54,1808.42
2021-07-24,1890.68,1831.4,1808.42,1877.9
2021-07-25,1936.13,1852.12,1877.9,1935.53
2021-07-26,2187.88,1900.56,1935.53,2010.08
2021-07-27,2092.19,1926.78,2010.08,2089.36
2021-07-28,2143.76,2035.65,2089.36,2099.52
2021-07-29,2074.9,2003.87,2099.52,2043.92
2021-07-30,2020.29,1831.38,2043.92,2016.51
2021-07-31,1950.88,1888.86,2016.51,1905.22
2021-08-01,1936.89,1799.88,1905.22,1813.27
2021-08-02,1807.68,1729.08,1813.27,1749.38
2021-08-03,1865.28,1767.54,1749.38,1792.02
2021-08-04,1698.42,1594.77,1792.02,1688.76
2021-08-05,1625.3,1470.22,1688.76,1606.18
2021-08-06,1656.86,1523.57,1606.18,1636.76
2021-08-07,1578.69,1503.71,1636.76,1574.37
2021-08-08,1695.93,1620.17,1574.37,1639.98
2021-08-09,1637.89,1508.94,1639.98,1631.41
2021-08-10,1623.03,1552.11,1631.41,1584.76
2021-08-11,1613.96,1565.94,1584.76,1572.45
2021-08-12,1645.91,1559.7,1569.2,1581.48
2021-08-13,1568.33,1450.24,1581.48,1567.22
2021-08-14,1597.72,1527.98,1567.22,1563.24
2021-08-15,1565.42,1504.23,1563.24,1552.97
2021-08-16,1652.35,1571.28,1552.97,1579.05
2021-08-17,1785.68,1682.02,1579.05,1691.5
2021-08-18,1751.06,1686.42,1691.5,1701.54
2021-08-19,1682.41,1571.68,1701.54,1672.15
2021-08-20,1709.47,1614.83,1672.15,1707.57
2021-08-21,1762.07,1711.57,1707.57,1728.97
2021-08-22,1741.62,1695.83,1728.97,1734.17
2021-08-23,1753.0,1702.58,1734.17,1718.9
2021-08-24,1872.84,1788.6,1718.9,1791.87
2021-08-25,1819.91,1741.78,1791.87,1809.78
2021-08-26,1933.54,1816.18,1809.78,1835.2
2021-08-27,1792.78,1691.25,1835.2,1789.72
2021-08-28,1837.73,1803.37,1789.72,1822.9
2021-08-29,1852.19,1784.21,1822.9,1820.24
2021-08-30,1821.61,1746.65,1820.24,1751.19
2021-08-31,1641.88,1589.47,1751.19,1603.66
2021-09-01,1565.55,1484.44,1603.66,1557.55
2021-09-02,1683.67,1624.21,1557.55,1646.31
2021-09-03,1779.64,1687.45,1646.31,1744.95
2021-09-04,1769.34,1729.7,1744.95,1747.68
2021-09-05,1766.99,1685.11,1747.68,1762.9
2021-09-06,1830.2,1769.59,1762.9,1826.11
2021-09-07,2180.18,1853.46,1826.11,1930.19
2021-09-08,2045.57,1921.3,1930.19,1990.44
2021-09-09,2031.91,1953.05,1990.44,1989.07
2021-09-10,2108.94,1981.39,1989.07,2011.39
2021-09-11,2023.65,1968.75,2011.39,1987.93
2021-09-12,1955.57,1885.56,1987.93,1939.62
2021-09-13,2057.19,1918.14,1939.62,1983.26
2021-09-14,1841.07,1740.94,1983.26,1836.26
2021-09-15,1764.01,1699.75,1836.26,1751.9
2021-09-16,1848.23,1792.7,1751.9,1819.56
2021-09-17,1981.66,1924.57,1819.56,1945.86
2021-09-18,1989.81,1917.99,1945.86,1968.96
2021-09-19,2025.39,1962.36,1968.96,1978.37
2021-09-20,2265.83,2037.39,1978.37,2059.13
2021-09-21,2290.12,2084.21,2059.13,2136.57
2021-09-22,2034.43,1876.99,2136.57,2014.13
2021-09-23,2091.54,2003.45,2014.13,2086.79
2021-09-24,2296.96,2075.34,2086.79,2179.58
2021-09-25,2206.45,2140.95,2179.58,2191.69
2021-09-26,1823.95,1696.33,2191.69,1793.79
2021-09-27,1980.2,1880.92,1793.79,1882.71
2021-09-28,1853.29,1772.69,1882.71,1778.39
2021-09-29,1850.0,1771.55,1778.39,1804.72
2021-09-30,1875.49,1761.18,1804.72,1862.83
2021-10-01,1890.14,1689.09,1862.83,1878.14
2021-10-02,1848.47,1815.42,1878.14,1823.39
2021-10-03,1889.04,1812.57,1823.39,1853.79
2021-10-04,1954.03,1856.68,1853.79,1942.96
2021-10-05,2024.23,1913.41,1942.96,2008.71
2021-10-06,2205.84,1996.93,2008.71,2190.64
2021-10-07,2168.11,2090.87,2190.6,2107.41
2021-10-08,2263.44,2166.11,2107.49,2178.37
2021-10-09,2207.59,2136.11,2178.37,2186.57
2021-10-10,2336.42,2239.02,2186.57,2261.89
2021-10-11,2393.0,2253.62,2261.89,2378.99
2021-10-12,2456.61,2309.94,2378.99,2387.77
2021-10-13,2340.59,2198.03,2387.77,2324.74
2021-10-14,2213.99,2150.83,2324.74,2169.59
2021-10-15,2420.45,2196.52,2169.59,2382.05
2021-10-16,2304.15,2223.41,2382.05,2249.85
2021-10-17,2381.18,2283.09,2249.85,2374.51
2021-10-18,2442.84,2337.78,2374.51,2418.21
2021-10-19,2477.14,2362.13,2418.21,2469.95
2021-10-20,2467.76,2340.7,2469.95,2432.79
2021-10-21,2552.81,2377.23,2432.79,2383.34
2021-10-22,2485.25,2343.69,2383.34,2367.13
2021-10-23,2299.86,2223.91,2367.13,2283.86
2021-10-24,2383.86,2309.33,2283.86,2359.66
2021-10-25,2381.34,2267.28,2359.66,2357.78
2021-10-26,2383.11,2254.92,2357.78,2271.61
2021-10-27,2546.81,2410.64,2271.61,2419.89
2021-10-28,2501.78,2334.61,2419.89,2434.65
2021-10-29,2474.28,2366.71,2434.65,2446.84
2021-10-30,2504.28,2439.9,2446.84,2484.33
2021-10-31,2497.72,2401.87,2484.33,2453.87
2021-11-01,2436.1,2323.81,2453.87,2377.03
2021-11-02,2454.37,2317.05,2377.03,2415.35
2021-11-03,2366.66,2278.95,2415.35,2343.89
2021-11-04,2450.81,2357.81,2343.89,2385.33
2021-11-05,2446.11,2374.28,2385.33,2383.07
2021-11-06,2446.9,2388.63,2383.07,2443.67
2021-11-07,2499.33,2423.23,2443.67,2499.15
2021-11-08,2580.58,2409.66,2499.15,2571.97
2021-11-09,2598.72,2514.13,2571.97,2539.21
2021-11-10,2728.05,2499.45,2539.21,2566.88
2021-11-11,2583.21,2525.27,2566.88,2552.24
2021-11-12,2663.36,2535.66,2552.24,2609.89
2021-11-13,2634.77,2570.58,2609.89,2611.77
2021-11-14,2667.32,2589.37,2611.77,2667.0
2021-11-15,2765.36,2643.81,2667.0,2651.2
2021-11-16,2932.56,2709.34,2651.2,2769.12
2021-11-17,2805.84,2735.23,2768.55,2774.69
2020-09-17,7692307.69,2732.24,7692307.69,3159.56
2020-09-18,3384.09,1261.67,3159.56,1587.81
2020-09-19,2121.34,1470.59,1587.81,1936.86
2020-09-20,2103.38,2038.23,1951.74,2092.23
2020-09-21,2448.31,2290.43,2092.23,2403.34
2020-09-22,2824.86,2297.79,2457.61,2695.42
2020-09-23,2696.14,1949.32,2695.42,2359.6
2020-09-24,2416.63,1997.6,2359.6,2086.81
2020-09-25,2220.74,1926.78,2086.81,2173.91
2020-09-26,2280.5,2154.71,2173.91,2205.56
2020-09-27,2274.8,2066.12,2205.56,2223.21
2020-09-28,2554.28,2196.84,2223.21,2520.8
2020-09-29,2626.05,2434.87,2520.8,2470.36
2020-09-30,2702.7,2470.36,2470.36,2592.02
2020-10-01,2673.08,2405.58,2592.02,2501.25
2020-10-02,2908.67,2501.25,2501.25,2712.97
2020-10-03,2751.79,2566.74,2712.97,2699.06
2020-10-04,2930.83,2677.38,2699.06,2866.15
2020-10-05,3365.87,2820.87,2866.15,3249.92
2020-10-06,4035.51,3231.02,3249.92,3907.78
2020-10-07,4255.32,3552.4,3907.78,3599.71
2020-10-08,4006.41,3136.76,3599.71,3261.58
2020-10-09,3419.97,3077.87,3261.58,3263.71
2020-10-10,3460.21,3121.1,3263.71,3425.83
2020-10-11,3551.14,3306.88,3425.83,3379.52
2020-10-12,3423.49,3224.77,3379.52,3336.67
2020-10-13,3453.04,3279.76,3336.67,3405.99
2020-10-14,3809.52,3330.0,3405.99,3668.38
2020-10-15,3293.42,3239.09,2366.38,3290.41
2020-10-16,3732.54,3654.33,3290.41,3726.76
2020-10-17,3734.85,3706.1,3726.76,3710.67
2020-10-18,3607.86,3543.29,3710.67,3554.07
2020-10-19,3699.43,3617.37,3554.07,3689.11
2020-10-20,4181.21,3984.94,3689.11,4171.75
2020-10-21,4399.85,4279.79,4171.75,4366.71
2020-10-22,4469.7,4234.74,4366.71,4266.59
2020-10-23,4308.43,4218.81,4266.59,4292.1
2020-10-24,4469.54,4379.89,4292.1,4446.78
2020-10-25,4699.01,4632.07,4446.78,4695.99
2020-10-26,4853.84,4629.19,4695.99,4819.96
2020-10-27,4879.74,4737.97,4819.96,4853.34
2020-10-28,5052.04,4892.63,4853.34,4979.55
2020-10-29,5319.01,5151.61,4979.55,5289.44
2020-10-30,5661.55,5487.68,5289.44,5635.47
2020-10-31,6098.31,5991.1,5635.47,6080.9
2020-11-01,5925.42,5744.99,6080.9,5758.94
2020-11-02,6040.37,5799.42,5758.94,6016.87
2020-11-03,6496.52,6334.05,6016.87,6496.52
2020-11-04,7553.74,7238.34,6496.52,7312.13
2020-11-05,7158.03,6648.17,7312.13,7123.22
2020-11-06,6649.02,6050.54,7123.22,6062.94
2020-11-07,6067.44,5864.72,6062.94,5976.54
2020-11-08,5448.3,5352.72,5976.54,5403.77
2020-11-09,5740.79,5649.07,5403.77,5732.87
2020-11-10,5091.85,4969.59,5732.87,4989.84
2020-11-11,5341.9,5209.1,4989.84,5322.0
2020-11-12,5506.8,5266.65,5322.0,5487.41
2020-11-13,4358.59,4202.18,5487.41,4210.82
2020-11-14,4201.41,4118.13,4210.82,4201.41
2020-11-15,4169.81,4028.12,4201.41,4135.67
2020-11-16,4687.22,4560.9,4135.67,4665.12
2020-11-17,4687.83,4497.17,4665.12,4617.43
2020-11-18,5252.68,5018.08,4617.43,5133.65
2020-11-19,4789.36,4658.34,5133.65,4760.41
2020-11-20,5015.25,4749.21,4760.41,4846.49
2020-11-21,5302.87,4861.71,4846.49,4865.0
2020-11-22,5232.53,4879.66,4865.0,4995.15
2020-11-23,4791.32,4393.61,4995.15,4393.61
2020-11-24,4808.44,4396.09,4393.61,4691.2
2020-11-25,5155.55,4845.15,4691.2,5079.28
2020-11-26,5212.08,4935.35,5079.28,5002.15
2020-11-27,5208.44,5094.62,5002.15,5163.68
2020-11-28,5179.89,5051.95,5163.68,5123.55
2020-11-29,5359.54,5119.31,5123.55,5122.54
2020-11-30,5319.82,5057.54,5122.54,5212.7
2020-12-01,5439.82,5143.44,5212.7,5295.11
2020-12-02,4892.52,4752.77,5295.11,4865.79
2020-12-03,5118.73,4988.35,4865.79,5002.51
2020-12-04,5310.71,5086.57,5002.51,5308.96
2020-12-05,5344.63,5172.28,5308.96,5198.84
2020-12-06,5343.9,5243.81,5198.84,5314.67
2020-12-07,5139.76,5012.12,5314.67,5106.41
2020-12-08,5606.89,5380.61,5106.41,5545.81
2020-12-09,5694.11,5426.41,5545.81,5524.69
2020-12-10,5660.62,5505.34,5524.69,5638.43
2020-12-11,6092.49,5983.34,5638.43,6086.43
2020-12-12,6084.19,5964.51,6086.43,6019.77
2020-12-13,5886.64,5722.8,6019.77,5737.66
2020-12-14,5571.76,5459.74,5737.66,5535.13
2020-12-15,5965.03,5787.35,5535.13,5833.17
2020-12-16,6098.57,5939.77,5833.17,6035.25
2020-12-17,6307.35,5750.03,6035.25,6186.53
2020-12-18,6217.97,6055.48,6186.53,6145.41
2020-12-19,6057.7,5818.11,6145.41,6018.23
2020-12-20,6312.11,6079.09,6018.23,6237.83
2020-12-21,6562.93,6341.77,6237.83,6469.74
2020-12-22,6493.93,6299.32,6469.74,6367.64
2020-12-23,7247.69,6595.21,6367.64,7011.66
2020-12-24,7019.95,6708.85,7011.66,6745.24
2020-12-25,7087.32,6851.26,6745.24,7053.8
2020-12-26,7796.33,7304.1,7053.8,7744.47
2020-12-27,8352.5,7242.44,7744.47,7303.62
2020-12-28,7605.8,7088.66,7303.62,7267.39
2020-12-29,7565.5,7275.26,7267.39,7449.45
2020-12-30,7026.95,6717.02,7449.45,6959.49
2020-12-31,5635.39,5477.65,6959.49,5613.25
2021-01-01,6195.98,6028.45,5613.25,6188.5
2021-01-02,6767.72,6390.83,6188.5,6627.13
2021-01-03,7702.85,5872.47,6627.13,6009.32
2021-01-04,6660.69,5521.96,6009.32,5920.38
2021-01-05,5637.34,5093.22,5920.38,5425.01
2021-01-06,6004.54,5459.3,5425.01,5732.02
2021-01-07,6308.23,5929.62,5732.02,6300.1
2021-01-08,7115.7,6633.55,6300.1,6892.52
2021-01-09,6941.62,6375.22,6892.52,6435.34
2021-01-10,6649.65,6203.72,6435.34,6386.73
2021-01-11,7022.03,6309.19,6386.73,6784.07
2021-01-12,6198.97,5851.36,6784.07,6094.38
2021-01-13,5930.69,5682.87,6094.38,5887.57
2021-01-14,6039.72,5650.12,5887.57,5655.51
2021-01-15,5065.7,4864.87,5655.51,4978.08
2021-01-16,4609.36,4198.64,4978.08,4284.85
2021-01-17,4207.41,4078.23,4284.85,4130.38
2021-01-18,4108.56,3957.88,4130.38,3988.98
2021-01-19,4644.9,4094.01,3988.98,4176.75
2021-01-20,4214.2,3930.88,4176.75,3947.08
2021-01-21,4073.26,3774.48,3947.08,4073.26
2021-01-22,3994.51,3695.08,4073.26,3795.85
2021-01-23,3551.54,3376.41,3795.85,3438.79
2021-01-24,3008.59,2667.75,3438.79,2680.74
2021-01-25,2874.85,2590.69,2680.74,2848.11
2021-01-26,2454.49,2328.49,2848.11,2341.23
2021-01-27,2081.79,1974.28,2341.23,2053.33
2021-01-28,2364.1,2222.9,2053.33,2362.32
2021-01-29,2417.31,2161.36,2362.32,2190.89
2021-01-30,1797.65,1742.57,2190.89,1755.15
2021-01-31,1875.17,1835.78,1755.15,1873.75
2021-02-01,1737.84,1628.67,1873.75,1632.25
2021-02-02,1961.29,1835.4,1632.25,1865.55
2021-02-03,2016.17,1894.56,1865.55,1903.12
2021-02-04,1850.43,1774.71,1903.12,1838.01
2021-02-05,1882.83,1761.66,1838.01,1809.9
2021-02-06,2144.75,1928.0,1809.9,2038.91
2021-02-07,2160.47,2005.68,2038.91,2082.96
2021-02-08,2419.08,2141.45,2082.96,2397.93
2021-02-09,2481.6,2338.48,2397.93,2385.15
2021-02-10,2233.25,2136.25,2385.15,2164.85
2021-02-11,2249.02,2120.41,2164.85,2230.3
2021-02-12,2205.68,2064.74,2230.3,2085.45
2021-02-13,2185.51,2122.06,2085.45,2164.5
2021-02-14,2342.05,2223.17,2164.5,2328.78
2021-02-15,2453.99,2338.33,2328.78,2393.15
2021-02-16,2432.43,2329.56,2393.15,2401.55
2021-02-17,2458.81,2369.95,2401.55,2420.7
2021-02-18,2589.06,2435.51,2420.7,2436.16
2021-02-19,2797.53,2584.62,2436.16,2784.74
2021-02-20,1980.45,1818.79,2784.74,1945.74
2021-02-21,2013.34,1939.92,1945.74,1990.62
2021-02-22,2021.6,1889.56,1990.62,1954.54
2021-02-23,2103.67,1918.31,1954.54,1971.25
2021-02-24,2012.7,1913.68,1971.25,1963.44
2021-02-25,2026.79,1914.63,1963.44,2004.21
2021-02-26,2010.22,1923.71,2004.21,2006.36
2021-02-27,2007.95,1927.76,2006.36,1969.21
2021-02-28,2131.41,2013.15,1969.21,2032.37
2021-03-01,1982.29,1910.63,2032.37,1937.19
2021-03-02,1897.1,1809.29,1937.19,1897.1
2021-03-03,2013.25,1937.47,1897.1,1983.51
2021-03-04,1755.89,1691.64,1983.51,1715.58
2021-03-05,1761.86,1697.87,1715.58,1729.27
2021-03-06,1855.71,1690.59,1729.27,1721.12
2021-03-07,1551.27,1464.51,1721.12,1483.52
2021-03-08,1638.46,1560.86,1483.52,1572.0
2021-03-09,1700.02,1616.45,1572.0,1669.59
2021-03-10,1831.26,1703.48,1669.59,1808.46
2021-03-11,1872.08,1814.93,1808.46,1862.6
2021-03-12,1870.94,1787.13,1862.6,1848.51
2021-03-13,1930.56,1858.99,1848.51,1884.45
2021-03-14,1950.81,1916.06,1884.45,1923.4
2021-03-15,1956.16,1864.57,1923.4,1864.57
2021-03-16,1913.5,1844.45,1864.57,1900.84
2021-03-17,1880.81,1793.26,1900.84,1879.59
2021-03-18,1945.03,1888.57,1879.59,1921.67
2021-03-19,1773.76,1744.76,1921.67,1747.0
2021-03-20,1821.32,1790.65,1747.0,1814.87
2021-03-21,1760.52,1715.44,1814.87,1745.24
2021-03-22,1672.22,1629.12,1745.24,1647.47
2021-03-23,1763.11,1714.77,1647.47,1752.77
2021-03-24,1947.12,1853.06,1752.77,1903.32
2021-03-25,1996.42,1909.68,1903.32,1934.4
2021-03-26,1938.59,1879.64,1934.4,1902.17
2021-03-27,2001.66,1956.56,1902.17,1982.72
2021-03-28,2003.73,1972.39,1982.72,2002.4
2021-03-29,2073.42,1972.2,2002.4,1986.59
2021-03-30,2077.81,2033.26,1986.59,2057.92
2021-03-31,2209.12,2068.63,2057.92,2092.71
2021-04-01,2117.18,2039.84,2092.71,2049.58
2021-04-02,2130.58,1950.09,2049.58,1952.79
2021-04-03,1973.8,1887.15,1952.79,1940.74
2021-04-04,1920.1,1865.62,1940.74,1880.27
2021-04-05,1940.74,1895.0,1880.27,1916.79
2021-04-06,1894.34,1844.12,1916.79,1853.24
2021-04-07,1985.76,1886.37,1853.24,1967.63
2021-04-08,1968.29,1917.86,1967.63,1922.68
2021-04-09,1984.62,1948.21,1922.68,1970.67
2021-04-10,2021.87,1967.53,1970.67,2008.85
2021-04-11,2029.66,1992.54,2008.85,2004.76
2021-04-12,1655.54,1615.61,2004.76,1631.44
2021-04-13,1859.29,1778.43,1631.44,1796.62
2021-04-14,1865.89,1732.0,1796.62,1743.66
2021-04-15,1734.9,1656.71,1743.66,1671.7
2021-04-16,1752.16,1667.79,1671.7,1692.7
2021-04-17,1733.08,1664.47,1692.7,1730.39
2021-04-18,1898.62,1770.04,1730.39,1771.82
2021-04-19,1797.25,1724.78,1771.82,1773.19
2021-04-20,1911.24,1758.4,1773.19,1761.81
2021-04-21,1721.64,1605.03,1761.81,1611.63
2021-04-22,1618.54,1462.57,1611.63,1517.07
2021-04-23,1648.06,1528.82,1517.07,1551.94
2021-04-24,1662.53,1584.27,1551.94,1657.65
2021-04-25,1544.7,1431.76,1657.65,1432.36
2021-04-26,1447.35,1387.62,1432.36,1419.27
2021-04-27,1447.16,1383.17,1419.27,1388.59
2021-04-28,1350.71,1276.1,1388.59,1281.45
2021-04-29,1353.75,1291.41,1281.45,1301.69
2021-04-30,1432.37,1323.38,1301.69,1422.83
2021-05-01,1545.74,1431.21,1422.83,1436.83
2021-05-02,1367.7,1320.4,1436.83,1332.81
2021-05-03,1562.92,1347.03,1332.81,1350.85
2021-05-04,1308.53,1178.68,1350.85,1235.02
2021-05-05,1458.21,1344.27,1235.02,1356.97
2021-05-06,1452.28,1375.36,1356.97,1401.59
2021-05-07,1458.1,1411.87,1401.59,1444.65
2021-05-08,1613.32,1435.74,1444.65,1453.03
2021-05-09,1518.08,1441.74,1453.03,1472.12
2021-05-10,1642.97,1478.23,1472.12,1532.37
2021-05-11,1567.74,1469.61,1532.37,1470.21
2021-05-12,1431.3,1300.11,1470.21,1352.46
2021-05-13,1358.82,1253.14,1352.46,1333.6
2021-05-14,1359.32,1234.22,1333.6,1237.99
2021-05-15,1284.81,1210.84,1237.99,1279.04
2021-05-16,1313.32,1222.89,1279.04,1271.09
2021-05-17,1330.48,1252.51,1271.09,1307.18
2021-05-18,1282.6,1206.7,1307.18,1222.18
2021-05-19,1657.62,1318.79,1222.18,1576.75
2021-05-20,1724.35,1489.25,1576.75,1541.18
2021-05-21,1767.69,1578.37,1541.18,1701.3
2021-05-22,1878.46,1720.96,1701.3,1840.12
2021-05-23,2250.19,2002.45,1840.12,2062.27
2021-05-24,1786.36,1564.63,2062.27,1567.38
2021-05-25,1652.2,1514.27,1567.38,1522.43
2021-05-26,1418.23,1338.39,1522.43,1338.94
2021-05-27,1367.68,1308.78,1338.94,1352.89
2021-05-28,1390.42,1304.12,1352.89,1378.91
2021-05-29,1514.1,1408.06,1378.91,1496.62
2021-05-30,1426.51,1358.33,1496.62,1388.36
2021-05-31,1449.03,1316.28,1388.36,1317.37
2021-06-01,1367.14,1322.07,1317.37,1340.67
2021-06-02,1380.84,1332.56,1340.67,1359.57
2021-06-03,1392.67,1353.16,1359.57,1369.33
2021-06-04,1427.64,1381.07,1369.33,1392.24
2021-06-05,1412.05,1373.3,1392.24,1386.47
2021-06-06,1424.29,1381.16,1386.47,1385.17
2021-06-07,1420.46,1383.1,1385.17,1389.01
2021-06-08,1439.18,1381.06,1389.01,1424.81
2021-06-09,1498.42,1379.99,1424.81,1487.9
2021-06-10,1566.49,1500.17,1487.9,1556.73
2021-06-11,1718.01,1598.06,1556.73,1709.83
2021-06-12,1772.46,1633.84,1709.83,1669.11
2021-06-13,1691.98,1593.33,1669.11,1675.39
2021-06-14,1710.86,1656.49,1675.39,1677.56
2021-06-15,1723.73,1667.86,1677.56,1713.66
2021-06-16,1766.45,1713.22,1713.66,1758.72
2021-06-17,1756.6,1707.33,1758.72,1719.39
2021-06-18,1813.0,1753.19,1719.39,1755.44
2021-06-19,1792.61,1733.54,1755.44,1792.61
2021-06-20,1776.52,1702.97,1792.61,1716.48
2021-06-21,2014.76,1877.29,1716.48,1997.2
2021-06-22,1996.49,1884.03,1997.2,1985.78
2021-06-23,1939.6,1857.58,1985.78,1893.48
2021-06-24,1937.52,1878.5,1893.48,1923.34
2021-06-25,2060.71,1950.93,1923.34,1987.7
2021-06-26,2018.46,1970.36,1987.7,1997.46
2021-06-27,2103.19,2030.02,1997.46,2032.51
2021-06-28,2067.5,1900.69,2032.51,1949.13
2021-06-29,1933.44,1885.82,1949.13,1930.87
2021-06-30,1968.15,1808.08,1930.87,1818.11
2021-07-01,1887.15,1821.79,1818.11,1881.15
2021-07-02,1920.39,1845.7,1881.15,1853.51
2021-07-03,1801.66,1771.21,1853.51,1778.1
2021-07-04,1758.2,1680.6,1778.1,1700.77
2021-07-05,1688.48,1636.49,1700.77,1679.67
2021-07-06,1594.87,1514.84,1679.67,1529.56
2021-07-07,1545.09,1510.39,1529.56,1523.86
2021-07-08,1619.24,1509.43,1523.86,1614.47
2021-07-09,1619.08,1570.33,1614.47,1610.41
2021-07-10,1676.26,1625.74,1610.41,1652.84
2021-07-11,1654.95,1627.56,1652.84,1652.3
2021-07-12,1705.21,1654.31,1652.3,1697.16
2021-07-13,1776.59,1712.48,1697.16,1776.59
2021-07-14,1912.23,1821.22,1776.59,1838.6
2021-07-15,1885.04,1820.71,1838.6,1870.01
2021-07-16,1938.62,1873.18,1870.01,1921.11
2021-07-17,1995.74,1958.31,1921.11,1958.64
2021-07-18,1950.06,1868.41,1958.64,1949.08
2021-07-19,1964.89,1921.14,1949.08,1961.22
2021-07-20,2120.89,2025.66,1961.22,2046.95
2021-07-21,2005.48,1916.59,2046.95,1922.76
2021-07-22,1872.23,1830.23,1922.76,1835.19
2021-07-23,1833.35,1789.12,1835.19,1806.67
2021-07-24,1905.12,1869.13,1806.67,1877.04
2021-07-25,1938.77,1879.25,1877.04,1938.14
2021-07-26,2033.6,1925.32,1938.14,2012.19
2021-07-27,2090.36,2020.01,2012.19,2090.36
2021-07-28,2119.41,2069.72,2090.36,2104.29
2021-07-29,2124.42,2037.21,2104.29,2042.34
2021-07-30,2014.44,1930.08,2042.34,2013.75
2021-07-31,2009.58,1913.51,2013.75,1914.45
2021-08-01,1907.09,1789.82,1914.45,1816.63
2021-08-02,1831.27,1737.56,1816.63,1748.78
2021-08-03,1842.56,1765.79,1748.78,1794.29
2021-08-04,1773.12,1669.75,1794.29,1687.28
2021-08-05,1642.01,1521.02,1687.28,1604.99
2021-08-06,1654.91,1586.45,1604.99,1636.03
2021-08-07,1664.97,1562.95,1636.03,1576.18
2021-08-08,1661.69,1583.12,1576.18,1640.67
2021-08-09,1665.6,1614.23,1640.67,1631.24
2021-08-10,1613.62,1556.37,1631.24,1585.28
2021-08-11,1584.59,1553.01,1585.28,1571.58
2021-08-12,1596.37,1539.14,1564.07,1577.74
2021-08-13,1585.02,1545.54,1577.74,1562.44
2021-08-14,1572.73,1553.84,1562.44,1566.84
2021-08-15,1610.7,1559.47,1566.84,1559.69
2021-08-16,1579.35,1535.44,1559.69,1578.89
2021-08-17,1698.5,1633.17,1578.89,1694.22
2021-08-18,1721.57,1685.38,1694.22,1700.63
2021-08-19,1718.84,1670.16,1700.63,1671.14
2021-08-20,1718.65,1656.63,1671.14,1709.1
2021-08-21,1740.83,1691.85,1709.1,1731.07
2021-08-22,1760.28,1718.96,1731.07,1737.79
2021-08-23,1760.43,1703.16,1737.79,1716.87
2021-08-24,1813.97,1765.69,1716.87,1796.23
2021-08-25,1827.19,1785.61,1796.23,1810.0
2021-08-26,1849.62,1817.97,1810.0,1833.93
2021-08-27,1819.61,1774.52,1833.93,1792.88
2021-08-28,1833.71,1810.12,1792.88,1823.49
2021-08-29,1834.33,1808.98,1823.49,1821.84
2021-08-30,1829.77,1741.36,1821.84,1752.26
2021-08-31,1706.99,1599.07,1752.26,1601.27
2021-09-01,1687.28,1556.3,1601.27,1559.28
2021-09-02,1696.01,1612.32,1559.28,1645.47
2021-09-03,1800.18,1731.08,1645.47,1746.46
2021-09-04,1762.21,1713.3,1746.46,1744.55
2021-09-05,1770.22,1709.95,1744.55,1763.73
2021-09-06,1827.47,1772.49,1763.73,1825.26
2021-09-07,2015.42,1882.2,1825.26,1932.32
2021-09-08,2092.6,1979.94,1932.32,1990.63
2021-09-09,1998.06,1921.93,1990.63,1995.08
2021-09-10,2031.18,1927.38,1995.08,2013.58
2021-09-11,2015.29,1971.19,2013.58,1992.72
2021-09-12,1993.58,1910.85,1992.72,1941.58
2021-09-13,2029.49,1955.01,1941.58,1982.56
2021-09-14,1868.15,1816.17,1982.56,1836.11
2021-09-15,1836.14,1753.21,1836.11,1753.21
2021-09-16,1836.58,1788.05,1753.21,1819.87
2021-09-17,1956.36,1867.53,1819.87,1945.74
2021-09-18,1982.95,1926.77,1945.74,1969.57
2021-09-19,1991.94,1943.02,1969.57,1976.67
2021-09-20,2074.62,2013.76,1976.67,2063.83
2021-09-21,2160.75,2039.03,2063.83,2137.52
2021-09-22,2111.36,2015.42,2137.52,2015.42
2021-09-23,2117.83,2076.81,2015.42,2106.07
2021-09-24,2240.38,2122.75,2106.07,2181.1
2021-09-25,2226.4,2170.04,2181.1,2190.64
2021-09-26,1909.54,1790.4,2190.64,1797.22
2021-09-27,1889.3,1824.94,1797.22,1883.04
2021-09-28,1791.26,1743.06,1883.04,1781.04
2021-09-29,1822.15,1784.09,1781.04,1804.63
2021-09-30,1865.6,1828.69,1804.63,1862.33
2021-10-01,1902.12,1850.22,1862.33,1874.72
2021-10-02,1896.04,1804.57,1874.72,1825.38
2021-10-03,1867.35,1834.82,1825.38,1856.55
2021-10-04,1943.3,1881.45,1856.55,1942.46
2021-10-05,2017.03,1982.9,1942.46,2007.88
2021-10-06,2192.11,2058.21,2007.88,2189.74
2021-10-07,2194.76,2089.66,2190.05,2106.58
2021-10-08,2215.06,2152.54,2106.0,2182.85
2021-10-09,2190.63,2153.19,2182.85,2188.61
2021-10-10,2260.01,2168.71,2188.61,2260.01
2021-10-11,2414.93,2297.52,2260.01,2384.37
2021-10-12,2485.23,2353.31,2384.37,2389.94
2021-10-13,2384.91,2309.47,2389.94,2323.81
2021-10-14,2313.9,2147.41,2323.81,2172.1
2021-10-15,2413.75,2262.02,2172.1,2386.81
2021-10-16,2287.47,2197.35,2386.81,2252.2
2021-10-17,2399.13,2304.52,2252.2,2374.18
2021-10-18,2420.72,2324.95,2374.18,2413.5
2021-10-19,2515.28,2430.48,2413.5,2474.0
2021-10-20,2557.77,2427.13,2474.0,2434.45
2021-10-21,2474.43,2348.97,2434.45,2388.98
2021-10-22,2392.94,2349.4,2388.98,2368.07
2021-10-23,2387.15,2287.51,2368.07,2289.19
2021-10-24,2395.4,2325.81,2289.19,2362.91
2021-10-25,2418.9,2350.53,2362.91,2361.78
2021-10-26,2328.91,2243.62,2361.78,2272.46
2021-10-27,2425.47,2312.36,2272.46,2421.5
2021-10-28,2565.05,2426.74,2421.5,2429.48
2021-10-29,2471.26,2419.25,2429.48,2447.22
2021-10-30,2502.62,2444.17,2447.22,2486.5
2021-10-31,2480.14,2408.4,2486.5,2452.83
2021-11-01,2439.49,2365.6,2452.83,2378.61
2021-11-02,2503.71,2399.85,2378.61,2415.06
2021-11-03,2380.93,2313.68,2415.06,2350.99
2021-11-04,2422.22,2378.33,2350.99,2382.2
2021-11-05,2405.59,2372.69,2382.2,2387.24
2021-11-06,2492.58,2435.45,2387.24,2443.73
2021-11-07,2501.58,2440.01,2443.73,2501.58
2021-11-08,2585.19,2515.34,2501.58,2575.75
2021-11-09,2562.63,2508.36,2575.75,2546.32
2021-11-10,2616.27,2562.19,2546.32,2571.16
2021-11-11,2612.56,2530.33,2571.16,2549.09
2021-11-12,2642.74,2572.09,2549.09,2604.61
2021-11-13,2610.48,2575.1,2604.61,2607.95
2021-11-14,2664.09,2607.95,2607.95,2663.34
2021-11-15,2698.56,2619.32,2663.34,2648.9
2021-11-16,2773.05,2696.29,2648.9,2766.71
2021-11-17,2818.88,2751.53,2766.71,2755.01
2021-11-18,2859.15,2782.5,2755.01,2836.76
2021-11-19,2891.3,2727.43,2836.76,2738.86
2021-11-20,2745.91,2696.08,2738.86,2714.33
2021-11-21,2716.35,2655.94,2714.33,2710.75
2021-11-22,2696.14,2650.27,2710.75,2680.92
2021-11-23,2699.67,2575.28,2680.92,2594.06
2021-11-24,2769.18,2698.11,2594.06,2743.24
2021-11-25,2849.06,2751.16,2743.24,2755.47
2021-11-26,2873.2,2731.37,2755.47,2795.28
2021-11-27,2814.04,2763.68,2795.28,2807.27
2021-11-28,2868.34,2807.37,2807.27,2834.69
2021-11-29,2928.38,2851.13,2834.69,2852.24
2021-11-30,2840.64,2680.27,2852.24,2687.86
2021-12-01,2741.24,2616.2,2687.86,2726.53
2021-12-02,2548.16,2487.03,2726.53,2517.54
2021-12-03,2728.5,2611.0,2517.54,2688.97
2021-12-04,3076.64,2840.63,2688.97,2860.98
2021-12-05,3035.88,2959.04,2860.98,2986.56
2021-12-06,3025.88,2872.37,2986.56,2910.36
2021-12-07,2976.21,2903.12,2910.36,2944.39
2021-12-08,2792.82,2699.51,2944.39,2702.27
2021-12-09,2952.87,2875.67,2702.27,2941.93
2021-12-10,3112.46,2967.21,2941.93,3104.94
2021-12-11,3152.41,3073.32,3104.94,3109.35
2021-12-12,3182.27,3111.2,3109.35,3123.27
2021-12-13,3266.91,3118.18,3125.0,3257.33
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 3181.56 7692307.69 3098.33 2732.24 3587.7 7692307.69 3152.44 3159.56
1051 2020-09-18 1599.53 3384.09 1567.53 1261.67 3152.44 3159.56 1584.11 1587.81
1052 2020-09-19 1952.23 2121.34 1902.54 1470.59 1584.11 1587.81 1935.76 1936.86
1053 2020-09-20 2121.85 2103.38 2059.72 2038.23 1935.76 1951.74 2091.12 2092.23
1054 2020-09-21 2584.48 2448.31 2432.32 2290.43 2091.12 2092.23 2451.1 2403.34
1055 2020-09-22 2706.79 2824.86 2653.47 2297.79 2451.1 2457.61 2696.32 2695.42
1056 2020-09-23 2426.36 2696.14 2335.82 1949.32 2696.32 2695.42 2358.31 2359.6
1057 2020-09-24 2097.55 2416.63 1984.21 1997.6 2358.31 2359.6 2088.45 2086.81
1058 2020-09-25 2189.06 2220.74 2148.65 1926.78 2088.45 2086.81 2174.82 2173.91
1059 2020-09-26 2220.5 2280.5 2186.17 2154.71 2174.82 2173.91 2203.04 2205.56
1060 2020-09-27 2228.16 2274.8 2186.93 2066.12 2203.04 2205.56 2223.25 2223.21
1061 2020-09-28 2575.39 2554.28 2506.32 2196.84 2223.25 2223.21 2516.69 2520.8
1062 2020-09-29 2475.82 2626.05 2425.28 2434.87 2516.69 2520.8 2471.01 2470.36
1063 2020-09-30 2610.59 2702.7 2567.45 2470.36 2471.01 2470.36 2593.49 2592.02
1064 2020-10-01 2567.65 2673.08 2459.77 2405.58 2593.49 2592.02 2498.78 2501.25
1065 2020-10-02 2741.26 2908.67 2667.88 2501.25 2498.78 2501.25 2717.3 2712.97
1066 2020-10-03 2713.53 2751.79 2688.81 2566.74 2717.3 2712.97 2699.6 2699.06
1067 2020-10-04 2871.55 2930.83 2824.72 2677.38 2699.6 2699.06 2864.68 2866.15
1068 2020-10-05 3253.62 3365.87 3200.67 2820.87 2864.68 2866.15 3251.97 3249.92
1069 2020-10-06 3980.25 4035.51 3881.48 3231.02 3251.97 3249.92 3907.25 3907.78
1070 2020-10-07 3604.54 4255.32 3560.97 3552.4 3907.25 3907.78 3600.07 3599.71
1071 2020-10-08 3267.21 4006.41 3144.71 3136.76 3600.07 3599.71 3260.97 3261.58
1072 2020-10-09 3280.7 3419.97 3202.25 3077.87 3260.97 3261.58 3266.64 3263.71
1073 2020-10-10 3478.56 3460.21 3349.8 3121.1 3266.64 3263.71 3423.39 3425.83
1074 2020-10-11 3401.39 3551.14 3352.19 3306.88 3423.39 3425.83 3380.83 3379.52
1075 2020-10-12 3386.85 3423.49 3241.83 3224.77 3380.83 3379.52 3332.47 3336.67
1076 2020-10-13 3446.13 3453.04 3372.4 3279.76 3332.47 3336.67 3405.88 3405.99
1077 2020-10-14 3709.24 3809.52 3627.83 3330.0 3405.88 3405.99 3668.92 3668.38
1078 2020-10-15 3765.62 3293.42 3656.61 3239.09 3668.92 2366.38 3736.18 3290.41
1079 2020-10-16 3794.3 3732.54 3688.1 3654.33 3736.18 3290.41 3721.56 3726.76
1080 2020-10-17 3725.1 3734.85 3681.4 3706.1 3721.56 3726.76 3712.29 3710.67
1081 2020-10-18 3506.68 3607.86 3457.65 3543.29 3712.29 3710.67 3506.22 3554.07
1082 2020-10-19 3728.85 3699.43 3599.44 3617.37 3506.22 3554.07 3706.48 3689.11
1083 2020-10-20 4209.6 4181.21 4087.81 3984.94 3706.48 3689.11 4166.54 4171.75
1084 2020-10-21 4498.97 4399.85 4050.18 4279.79 4166.54 4171.75 4355.8 4366.71
1085 2020-10-22 4335.87 4469.7 4173.71 4234.74 4355.8 4366.71 4266.11 4266.59
1086 2020-10-23 4322.91 4308.43 4224.94 4218.81 4266.11 4266.59 4290.17 4292.1
1087 2020-10-24 4477.37 4469.54 4378.93 4379.89 4290.17 4292.1 4459.78 4446.78
1088 2020-10-25 4813.64 4699.01 4653.56 4632.07 4459.78 4446.78 4700.82 4695.99
1089 2020-10-26 4876.81 4853.84 4710.47 4629.19 4700.82 4695.99 4813.54 4819.96
1090 2020-10-27 4903.47 4879.74 4640.54 4737.97 4813.54 4819.96 4856.17 4853.34
1091 2020-10-28 5196.67 5052.04 4841.99 4892.63 4856.17 4853.34 4980.57 4979.55
1092 2020-10-29 5356.91 5319.01 5092.89 5151.61 4980.57 4979.55 5287.24 5289.44
1093 2020-10-30 5651.92 5661.55 5430.51 5487.68 5287.24 5289.44 5608.72 5635.47
1094 2020-10-31 6211.16 6098.31 5922.73 5991.1 5608.72 5635.47 6083.74 6080.9
1095 2020-11-01 5837.48 5925.42 5723.49 5744.99 6083.74 6080.9 5780.66 5758.94
1096 2020-11-02 6132.59 6040.37 5858.13 5799.42 5780.66 5758.94 6016.33 6016.87
1097 2020-11-03 6541.63 6496.52 6185.26 6334.05 6016.33 6016.87 6521.53 6496.52
1098 2020-11-04 7325.95 7553.74 6958.67 7238.34 6521.53 6496.52 7268.81 7312.13
1099 2020-11-05 7184.12 7158.03 6436.71 6648.17 7268.81 7312.13 7119.47 7123.22
1100 2020-11-06 6204.15 6649.02 5915.15 6050.54 7119.47 7123.22 6054.58 6062.94
1101 2020-11-07 6347.21 6067.44 5812.89 5864.72 6054.58 6062.94 5972.12 5976.54
1102 2020-11-08 5457.98 5448.3 5132.1 5352.72 5972.12 5976.54 5399.98 5403.77
1103 2020-11-09 5899.81 5740.79 5532.21 5649.07 5399.98 5403.77 5722.16 5732.87
1104 2020-11-10 5031.72 5091.85 4907.95 4969.59 5722.16 5732.87 4975.94 4989.84
1105 2020-11-11 5438.48 5341.9 5204.81 5209.1 4975.94 4989.84 5344.81 5322.0
1106 2020-11-12 5516.47 5506.8 5219.62 5266.65 5344.81 5322.0 5502.64 5487.41
1107 2020-11-13 4274.34 4358.59 4139.17 4202.18 5502.64 5487.41 4233.16 4210.82
1108 2020-11-14 4284.32 4201.41 4120.1 4118.13 4233.16 4210.82 4215.55 4201.41
1109 2020-11-15 4195.82 4169.81 4095.91 4028.12 4215.55 4201.41 4141.4 4135.67
1110 2020-11-16 4730.57 4687.22 4443.89 4560.9 4141.4 4135.67 4684.57 4665.12
1111 2020-11-17 4682.75 4687.83 4340.09 4497.17 4684.57 4665.12 4632.06 4617.43
1112 2020-11-18 5331.32 5252.68 4988.91 5018.08 4632.06 4617.43 5131.67 5133.65
1113 2020-11-19 4845.64 4789.36 4626.28 4658.34 5131.67 5133.65 4748.37 4760.41
1114 2020-11-20 4879.24 5015.25 4604.73 4749.21 4748.37 4760.41 4840.59 4846.49
1115 2020-11-21 4939.33 5302.87 4779.3 4861.71 4840.59 4846.49 4868.87 4865.0
1116 2020-11-22 5086.58 5232.53 4789.33 4879.66 4868.87 4865.0 4998.56 4995.15
1117 2020-11-23 4476.58 4791.32 4298.44 4393.61 4998.56 4995.15 4384.2 4393.61
1118 2020-11-24 4752.91 4808.44 4435.46 4396.09 4384.2 4393.61 4689.52 4691.2
1119 2020-11-25 5296.03 5155.55 5032.48 4845.15 4689.52 4691.2 5089.18 5079.28
1120 2020-11-26 5512.06 5212.08 4729.22 4935.35 5089.18 5079.28 4999.45 5002.15
1121 2020-11-27 5274.5 5208.44 4975.12 5094.62 4999.45 5002.15 5180.65 5163.68
1122 2020-11-28 5162.65 5179.89 4872.93 5051.95 5180.65 5163.68 5119.27 5123.55
1123 2020-11-29 5164.56 5359.54 4935.61 5119.31 5119.27 5123.55 5120.39 5122.54
1124 2020-11-30 5252.82 5319.82 4812.73 5057.54 5120.39 5122.54 5212.55 5212.7
1125 2020-12-01 5603.85 5439.82 5103.49 5143.44 5212.55 5212.7 5288.15 5295.11
1126 2020-12-02 4901.9 4892.52 4648.18 4752.77 5288.15 5295.11 4870.96 4865.79
1127 2020-12-03 5048.37 5118.73 4863.39 4988.35 4870.96 4865.79 5003.66 5002.51
1128 2020-12-04 5548.79 5310.71 5284.79 5086.57 5003.66 5002.51 5301.79 5308.96
1129 2020-12-05 5208.39 5344.63 5027.68 5172.28 5301.79 5308.96 5202.21 5198.84
1130 2020-12-06 5321.55 5343.9 5171.32 5243.81 5202.21 5198.84 5307.09 5314.67
1131 2020-12-07 5168.42 5139.76 5032.47 5012.12 5307.09 5314.67 5102.35 5106.41
1132 2020-12-08 5847.8 5606.89 5526.24 5380.61 5102.35 5106.41 5554.77 5545.81
1133 2020-12-09 5555.74 5694.11 5264.39 5426.41 5554.77 5545.81 5528.02 5524.69
1134 2020-12-10 5729.11 5660.62 5534.01 5505.34 5528.02 5524.69 5635.71 5638.43
1135 2020-12-11 6174.3 6092.49 5941.24 5983.34 5635.71 5638.43 6087.81 6086.43
1136 2020-12-12 6061.71 6084.19 5770.21 5964.51 6087.81 6086.43 6019.17 6019.77
1137 2020-12-13 5808.37 5886.64 5599.82 5722.8 6019.17 6019.77 5737.92 5737.66
1138 2020-12-14 5559.79 5571.76 5461.7 5459.74 5737.92 5737.66 5538.06 5535.13
1139 2020-12-15 5879.35 5965.03 5726.42 5787.35 5538.06 5535.13 5837.01 5833.17
1140 2020-12-16 6093.92 6098.57 5454.69 5939.77 5837.01 5833.17 6037.13 6035.25
1141 2020-12-17 6435.57 6307.35 5747.24 5750.03 6037.13 6035.25 6171.09 6186.53
1142 2020-12-18 6183.9 6217.97 5940.79 6055.48 6171.09 6186.53 6140.02 6145.41
1143 2020-12-19 6091.69 6057.7 5744.14 5818.11 6140.02 6145.41 6012.34 6018.23
1144 2020-12-20 6454.06 6312.11 6135.21 6079.09 6012.34 6018.23 6237.05 6237.83
1145 2020-12-21 6866.74 6562.93 6269.85 6341.77 6237.05 6237.83 6470.56 6469.74
1146 2020-12-22 6382.33 6493.93 5994.8 6299.32 6470.56 6469.74 6379.14 6367.64
1147 2020-12-23 7283.19 7247.69 6856.1 6595.21 6379.14 6367.64 7018.56 7011.66
1148 2020-12-24 6753.05 7019.95 6446.49 6708.85 7018.56 7011.66 6735.71 6745.24
1149 2020-12-25 7074.82 7087.32 6691.24 6851.26 6735.71 6745.24 7053.51 7053.8
1150 2020-12-26 7857.57 7796.33 7171.76 7304.1 7053.51 7053.8 7750.46 7744.47
1151 2020-12-27 7882.39 8352.5 7128.6 7242.44 7750.46 7744.47 7292.11 7303.62
1152 2020-12-28 7366.32 7605.8 6999.79 7088.66 7292.11 7303.62 7256.46 7267.39
1153 2020-12-29 7461.5 7565.5 7049.73 7275.26 7256.46 7267.39 7455.19 7449.45
1154 2020-12-30 6983.54 7026.95 6596.52 6717.02 7455.19 7449.45 6955.58 6959.49
1155 2020-12-31 5684.81 5635.39 5423.41 5477.65 6955.58 6959.49 5611.43 5613.25
1156 2021-01-01 6252.79 6195.98 6058.55 6028.45 5611.43 5613.25 6194.97 6188.5
1157 2021-01-02 6843.47 6767.72 5957.05 6390.83 6194.97 6188.5 6619.13 6627.13
1158 2021-01-03 6332.81 7702.85 5829.87 5872.47 6619.13 6627.13 6011.65 6009.32
1159 2021-01-04 6191.49 6660.69 5288.05 5521.96 6011.65 6009.32 5900.09 5920.38
1160 2021-01-05 5498.66 5637.34 4789.37 5093.22 5900.09 5920.38 5430.16 5425.01
1161 2021-01-06 5756.54 6004.54 5195.54 5459.3 5430.16 5425.01 5729.8 5732.02
1162 2021-01-07 6445.04 6308.23 5803.13 5929.62 5729.8 5732.02 6302.11 6300.1
1163 2021-01-08 7129.98 7115.7 6238.08 6633.55 6302.11 6300.1 6903.61 6892.52
1164 2021-01-09 6650.73 6941.62 6228.09 6375.22 6903.61 6892.52 6445.0 6435.34
1165 2021-01-10 6906.9 6649.65 5917.61 6203.72 6445.0 6435.34 6378.49 6386.73
1166 2021-01-11 7300.28 7022.03 5819.12 6309.19 6378.49 6386.73 6758.77 6784.07
1167 2021-01-12 6557.74 6198.97 5831.12 5851.36 6758.77 6784.07 6098.12 6094.38
1168 2021-01-13 5961.72 5930.69 5111.99 5682.87 6098.12 6094.38 5895.64 5887.57
1169 2021-01-14 5763.1 6039.72 5282.08 5650.12 5895.64 5887.57 5629.66 5655.51
1170 2021-01-15 5387.62 5065.7 4685.02 4864.87 5629.66 5655.51 4983.35 4978.08
1171 2021-01-16 4509.62 4609.36 4206.57 4198.64 4983.35 4978.08 4280.38 4284.85
1172 2021-01-17 4242.54 4207.41 3899.49 4078.23 4280.38 4284.85 4126.43 4130.38
1173 2021-01-18 4075.46 4108.56 3785.84 3957.88 4126.43 4130.38 3984.41 3988.98
1174 2021-01-19 4402.85 4644.9 4174.87 4094.01 3984.41 3988.98 4176.2 4176.75
1175 2021-01-20 4057.46 4214.2 3724.18 3930.88 4176.2 4176.75 3953.29 3947.08
1176 2021-01-21 4689.49 4073.26 3964.75 3774.48 3953.29 3947.08 4065.1 4073.26
1177 2021-01-22 3888.23 3994.51 3318.65 3695.08 4065.1 4073.26 3791.71 3795.85
1178 2021-01-23 3582.15 3551.54 3363.32 3376.41 3791.71 3795.85 3436.3 3438.79
1179 2021-01-24 2750.06 3008.59 2573.41 2667.75 3436.3 3438.79 2683.45 2680.74
1180 2021-01-25 3081.62 2874.85 2822.66 2590.69 2683.45 2680.74 2853.48 2848.11
1181 2021-01-26 2366.29 2454.49 2219.15 2328.49 2853.48 2848.11 2336.07 2341.23
1182 2021-01-27 2204.91 2081.79 1982.76 1974.28 2336.07 2341.23 2056.88 2053.33
1183 2021-01-28 2393.71 2364.1 2116.99 2222.9 2056.88 2053.33 2364.89 2362.32
1184 2021-01-29 2455.98 2417.31 2036.17 2161.36 2364.89 2362.32 2183.77 2190.89
1185 2021-01-30 1787.5 1797.65 1680.77 1742.57 2183.77 2190.89 1753.61 1755.15
1186 2021-01-31 1937.63 1875.17 1816.57 1835.78 1753.61 1755.15 1867.83 1873.75
1187 2021-02-01 1694.66 1737.84 1578.25 1628.67 1867.83 1873.75 1637.81 1632.25
1188 2021-02-02 1896.22 1961.29 1762.43 1835.4 1637.81 1632.25 1870.17 1865.55
1189 2021-02-03 1912.37 2016.17 1796.43 1894.56 1870.17 1865.55 1910.63 1903.12
1190 2021-02-04 1923.55 1850.43 1799.08 1774.71 1910.63 1903.12 1836.32 1838.01
1191 2021-02-05 1810.22 1882.83 1729.0 1761.66 1836.32 1838.01 1809.37 1809.9
1192 2021-02-06 2127.99 2144.75 1986.48 1928.0 1809.37 1809.9 2036.9 2038.91
1193 2021-02-07 2126.79 2160.47 2004.55 2005.68 2036.9 2038.91 2079.39 2082.96
1194 2021-02-08 2417.71 2419.08 1967.03 2141.45 2079.39 2082.96 2400.03 2397.93
1195 2021-02-09 2468.31 2481.6 2307.57 2338.48 2400.03 2397.93 2381.51 2385.15
1196 2021-02-10 2284.96 2233.25 2113.09 2136.25 2381.51 2385.15 2165.05 2164.85
1197 2021-02-11 2266.56 2249.02 2051.14 2120.41 2165.05 2164.85 2235.75 2230.3
1198 2021-02-12 2161.64 2205.68 2042.69 2064.74 2235.75 2230.3 2089.04 2085.45
1199 2021-02-13 2210.33 2185.51 2124.64 2122.06 2089.04 2085.45 2165.87 2164.5
1200 2021-02-14 2383.23 2342.05 2255.94 2223.17 2165.87 2164.5 2330.76 2328.78
1201 2021-02-15 2439.47 2453.99 2286.99 2338.33 2330.76 2328.78 2385.82 2393.15
1202 2021-02-16 2468.71 2432.43 2296.54 2329.56 2385.82 2393.15 2400.74 2401.55
1203 2021-02-17 2446.65 2458.81 2277.47 2369.95 2400.74 2401.55 2424.06 2420.7
1204 2021-02-18 2483.44 2589.06 2407.04 2435.51 2424.06 2420.7 2437.67 2436.16
1205 2021-02-19 2806.41 2797.53 2530.42 2584.62 2437.67 2436.16 2784.82 2784.74
1206 2021-02-20 2001.19 1980.45 1890.4 1818.79 2784.82 2784.74 1940.53 1945.74
1207 2021-02-21 2025.43 2013.34 1926.51 1939.92 1940.53 1945.74 1993.43 1990.62
1208 2021-02-22 2074.96 2021.6 1753.05 1889.56 1993.43 1990.62 1952.44 1954.54
1209 2021-02-23 2201.21 2103.67 1825.97 1918.31 1952.44 1954.54 1987.29 1971.25
1210 2021-02-24 2033.63 2012.7 1861.77 1913.68 1987.29 1971.25 1967.4 1963.44
1211 2021-02-25 2215.05 2026.79 1990.31 1914.63 1967.4 1963.44 2007.2 2004.21
1212 2021-02-26 2095.78 2010.22 1910.45 1923.71 2007.2 2004.21 2004.44 2006.36
1213 2021-02-27 2054.32 2007.95 1911.9 1927.76 2004.44 2006.36 1959.3 1969.21
1214 2021-02-28 2099.89 2131.41 1939.02 2013.15 1959.3 1969.21 2034.01 2032.37
1215 2021-03-01 1936.29 1982.29 1748.59 1910.63 2034.01 2032.37 1928.93 1937.19
1216 2021-03-02 1964.26 1897.1 1842.05 1809.29 1928.93 1937.19 1895.9 1897.1
1217 2021-03-03 2074.95 2013.25 1897.1 1937.47 1895.9 1897.1 1985.6 1983.51
1218 2021-03-04 1831.69 1755.89 1681.05 1691.64 1985.6 1983.51 1711.6 1715.58
1219 2021-03-05 1747.6 1761.86 1637.34 1697.87 1711.6 1715.58 1723.74 1729.27
1220 2021-03-06 1725.17 1855.71 1651.45 1690.59 1723.74 1729.27 1714.03 1721.12
1221 2021-03-07 1501.31 1551.27 1425.94 1464.51 1714.03 1721.12 1486.76 1483.52
1222 2021-03-08 1577.3 1638.46 1483.79 1560.86 1486.76 1483.52 1576.82 1572.0
1223 2021-03-09 1669.38 1700.02 1575.79 1616.45 1576.82 1572.0 1669.29 1669.59
1224 2021-03-10 1856.6 1831.26 1716.06 1703.48 1669.29 1669.59 1807.5 1808.46
1225 2021-03-11 1875.34 1872.08 1752.26 1814.93 1807.5 1808.46 1864.03 1862.6
1226 2021-03-12 1877.97 1870.94 1781.8 1787.13 1864.03 1862.6 1851.3 1848.51
1227 2021-03-13 1904.51 1930.56 1728.05 1858.99 1851.3 1848.51 1884.72 1884.45
1228 2021-03-14 2011.37 1950.81 1922.63 1916.06 1884.72 1884.45 1922.83 1923.4
1229 2021-03-15 2035.98 1956.16 1849.72 1864.57 1922.83 1923.4 1868.15 1864.57
1230 2021-03-16 1896.14 1913.5 1777.46 1844.45 1868.15 1864.57 1895.42 1900.84
1231 2021-03-17 1883.64 1880.81 1729.81 1793.26 1895.42 1900.84 1881.78 1879.59
1232 2021-03-18 2003.12 1945.03 1901.87 1888.57 1881.78 1879.59 1922.35 1921.67
1233 2021-03-19 1787.15 1773.76 1694.47 1744.76 1922.35 1921.67 1744.47 1747.0
1234 2021-03-20 1868.34 1821.32 1804.41 1790.65 1744.47 1747.0 1813.27 1814.87
1235 2021-03-21 1780.23 1760.52 1690.06 1715.44 1813.27 1814.87 1742.55 1745.24
1236 2021-03-22 1779.97 1672.22 1637.7 1629.12 1742.55 1745.24 1647.73 1647.47
1237 2021-03-23 1799.72 1763.11 1708.98 1714.77 1647.73 1647.47 1752.2 1752.77
1238 2021-03-24 2089.5 1947.12 1898.24 1853.06 1752.2 1752.77 1911.03 1903.32
1239 2021-03-25 2008.95 1996.42 1903.82 1909.68 1911.03 1903.32 1935.22 1934.4
1240 2021-03-26 1903.96 1938.59 1771.36 1879.64 1935.22 1934.4 1902.62 1902.17
1241 2021-03-27 2010.94 2001.66 1915.96 1956.56 1902.62 1902.17 1982.34 1982.72
1242 2021-03-28 2029.24 2003.73 1963.34 1972.39 1982.34 1982.72 2001.99 2002.4
1243 2021-03-29 2012.03 2073.42 1892.8 1972.2 2001.99 2002.4 1985.81 1986.59
1244 2021-03-30 2079.4 2077.81 1999.11 2033.26 1985.81 1986.59 2057.67 2057.92
1245 2021-03-31 2131.5 2209.12 2037.26 2068.63 2057.67 2057.92 2094.46 2092.71
1246 2021-04-01 2073.56 2117.18 2022.09 2039.84 2094.46 2092.71 2047.6 2049.58
1247 2021-04-02 1992.02 2130.58 1935.45 1950.09 2047.6 2049.58 1952.42 1952.79
1248 2021-04-03 2034.78 1973.8 1936.84 1887.15 1952.42 1952.79 1942.22 1940.74
1249 2021-04-04 1891.1 1920.1 1824.8 1865.62 1942.22 1940.74 1881.58 1880.27
1250 2021-04-05 1920.72 1940.74 1842.33 1895.0 1881.58 1880.27 1917.63 1916.79
1251 2021-04-06 1904.86 1894.34 1838.93 1844.12 1917.63 1916.79 1856.61 1853.24
1252 2021-04-07 2053.99 1985.76 1943.23 1886.37 1856.61 1853.24 1959.99 1967.63
1253 2021-04-08 1925.61 1968.29 1844.63 1917.86 1959.99 1967.63 1923.33 1922.68
1254 2021-04-09 1995.1 1984.62 1954.0 1948.21 1923.33 1922.68 1969.15 1970.67
1255 2021-04-10 2060.07 2021.87 1944.95 1967.53 1969.15 1970.67 2007.7 2008.85
1256 2021-04-11 2029.24 2029.66 1980.34 1992.54 2007.7 2008.85 2006.0 2004.76
1257 2021-04-12 1670.35 1655.54 1619.88 1615.61 2006.0 2004.76 1631.95 1631.44
1258 2021-04-13 1798.34 1859.29 1688.3 1778.43 1631.95 1631.44 1794.25 1796.62
1259 2021-04-14 1796.26 1865.89 1701.37 1732.0 1794.25 1796.62 1746.11 1743.66
1260 2021-04-15 1690.47 1734.9 1644.03 1656.71 1746.11 1743.66 1673.74 1671.7
1261 2021-04-16 1756.96 1752.16 1660.24 1667.79 1673.74 1671.7 1696.84 1692.7
1262 2021-04-17 1798.56 1733.08 1715.16 1664.47 1696.84 1692.7 1726.87 1730.39
1263 2021-04-18 1909.08 1898.62 1641.3 1770.04 1726.87 1730.39 1774.91 1771.82
1264 2021-04-19 1832.12 1797.25 1731.28 1724.78 1774.91 1771.82 1772.17 1773.19
1265 2021-04-20 1787.55 1911.24 1672.77 1758.4 1772.17 1773.19 1768.35 1761.81
1266 2021-04-21 1698.1 1721.64 1603.99 1605.03 1768.35 1761.81 1609.15 1611.63
1267 2021-04-22 1631.56 1618.54 1493.28 1462.57 1609.15 1611.63 1521.21 1517.07
1268 2021-04-23 1581.99 1648.06 1442.37 1528.82 1521.21 1517.07 1551.43 1551.94
1269 2021-04-24 1695.66 1662.53 1613.7 1584.27 1551.43 1551.94 1658.76 1657.65
1270 2021-04-25 1473.42 1544.7 1373.13 1431.76 1658.76 1657.65 1430.57 1432.36
1271 2021-04-26 1423.6 1447.35 1277.94 1387.62 1430.57 1432.36 1415.07 1419.27
1272 2021-04-27 1398.75 1447.16 1343.22 1383.17 1415.07 1419.27 1387.94 1388.59
1273 2021-04-28 1304.92 1350.71 1256.25 1276.1 1387.94 1388.59 1279.34 1281.45
1274 2021-04-29 1343.99 1353.75 1275.16 1291.41 1279.34 1281.45 1304.26 1301.69
1275 2021-04-30 1425.64 1432.37 1305.09 1323.38 1304.26 1301.69 1419.67 1422.83
1276 2021-05-01 1449.76 1545.74 1413.98 1431.21 1419.67 1422.83 1433.49 1436.83
1277 2021-05-02 1360.27 1367.7 1316.83 1320.4 1433.49 1436.83 1329.06 1332.81
1278 2021-05-03 1394.54 1562.92 1335.51 1347.03 1329.06 1332.81 1351.82 1350.85
1279 2021-05-04 1328.0 1308.53 1233.39 1178.68 1351.82 1350.85 1235.67 1235.02
1280 2021-05-05 1365.7 1458.21 1248.22 1344.27 1235.67 1235.02 1353.65 1356.97
1281 2021-05-06 1450.85 1452.28 1373.27 1375.36 1353.65 1356.97 1402.11 1401.59
1282 2021-05-07 1475.58 1458.1 1390.82 1411.87 1402.11 1401.59 1442.61 1444.65
1283 2021-05-08 1470.4 1613.32 1406.7 1435.74 1442.61 1444.65 1454.87 1453.03
1284 2021-05-09 1502.31 1518.08 1427.39 1441.74 1454.87 1453.03 1477.35 1472.12
1285 2021-05-10 1635.49 1642.97 1482.14 1478.23 1477.35 1472.12 1534.26 1532.37
1286 2021-05-11 1476.01 1567.74 1412.44 1469.61 1534.26 1532.37 1471.04 1470.21
1287 2021-05-12 1576.95 1431.3 1344.4 1300.11 1471.04 1470.21 1353.04 1352.46
1288 2021-05-13 1374.92 1358.82 1257.48 1253.14 1353.04 1352.46 1330.17 1333.6
1289 2021-05-14 1273.61 1359.32 1209.55 1234.22 1330.17 1333.6 1233.81 1237.99
1290 2021-05-15 1384.97 1284.81 1273.77 1210.84 1233.81 1237.99 1278.42 1279.04
1291 2021-05-16 1362.74 1313.32 1201.02 1222.89 1278.42 1279.04 1270.35 1271.09
1292 2021-05-17 1400.52 1330.48 1264.94 1252.51 1270.35 1271.09 1309.19 1307.18
1293 2021-05-18 1307.3 1282.6 1207.17 1206.7 1309.19 1307.18 1223.54 1222.18
1294 2021-05-19 1879.28 1657.62 1377.35 1318.79 1223.54 1222.18 1582.09 1576.75
1295 2021-05-20 1613.13 1724.35 1328.19 1489.25 1582.09 1576.75 1540.85 1541.18
1296 2021-05-21 1924.95 1767.69 1529.11 1578.37 1540.85 1541.18 1700.15 1701.3
1297 2021-05-22 1906.87 1878.46 1732.25 1720.96 1700.15 1701.3 1839.97 1840.12
1298 2021-05-23 2289.51 2250.19 1863.16 2002.45 1839.97 1840.12 2072.2 2062.27
1299 2021-05-24 1617.02 1786.36 1391.88 1564.63 2072.2 2062.27 1575.71 1567.38
1300 2021-05-25 1584.16 1652.2 1451.97 1514.27 1575.71 1567.38 1526.79 1522.43
1301 2021-05-26 1387.95 1418.23 1286.42 1338.39 1526.79 1522.43 1335.14 1338.94
1302 2021-05-27 1417.01 1367.68 1304.68 1308.78 1335.14 1338.94 1352.51 1352.89
1303 2021-05-28 1501.67 1390.42 1341.61 1304.12 1352.51 1352.89 1378.58 1378.91
1304 2021-05-29 1610.13 1514.1 1452.8 1408.06 1378.58 1378.91 1493.5 1496.62
1305 2021-05-30 1417.95 1426.51 1298.9 1358.33 1493.5 1496.62 1386.47 1388.36
1306 2021-05-31 1326.48 1449.03 1209.08 1316.28 1386.47 1388.36 1318.31 1317.37
1307 2021-06-01 1381.72 1367.14 1302.76 1322.07 1318.31 1317.37 1338.16 1340.67
1308 2021-06-02 1383.69 1380.84 1301.16 1332.56 1338.16 1340.67 1360.23 1359.57
1309 2021-06-03 1376.34 1392.67 1296.41 1353.16 1360.23 1359.57 1368.22 1369.33
1310 2021-06-04 1487.3 1427.64 1348.28 1381.07 1368.22 1369.33 1394.82 1392.24
1311 2021-06-05 1478.48 1412.05 1359.36 1373.3 1394.82 1392.24 1384.99 1386.47
1312 2021-06-06 1408.99 1424.29 1362.94 1381.16 1384.99 1386.47 1384.25 1385.17
1313 2021-06-07 1515.68 1420.46 1373.19 1383.1 1384.25 1385.17 1383.13 1389.01
1314 2021-06-08 1454.06 1439.18 1325.94 1381.06 1383.13 1389.01 1425.25 1424.81
1315 2021-06-09 1494.98 1498.42 1290.96 1379.99 1425.25 1424.81 1489.03 1487.9
1316 2021-06-10 1628.14 1566.49 1518.65 1500.17 1489.03 1487.9 1555.4 1556.73
1317 2021-06-11 1724.46 1718.01 1646.32 1598.06 1555.4 1556.73 1709.5 1709.83
1318 2021-06-12 1759.29 1772.46 1628.06 1633.84 1709.5 1709.83 1669.4 1669.11
1319 2021-06-13 1692.57 1691.98 1495.36 1593.33 1669.4 1669.11 1678.07 1675.39
1320 2021-06-14 1698.36 1710.86 1603.6 1656.49 1678.07 1675.39 1676.87 1677.56
1321 2021-06-15 1764.84 1723.73 1688.87 1667.86 1676.87 1677.56 1715.18 1713.66
1322 2021-06-16 1856.3 1766.45 1747.03 1713.22 1715.18 1713.66 1757.49 1758.72
1323 2021-06-17 1783.29 1756.6 1685.96 1707.33 1757.49 1758.72 1717.55 1719.39
1324 2021-06-18 1872.45 1813.0 1722.37 1753.19 1717.55 1719.39 1755.47 1755.44
1325 2021-06-19 1840.22 1792.61 1761.56 1733.54 1755.47 1755.44 1794.21 1792.61
1326 2021-06-20 1743.65 1776.52 1610.29 1702.97 1794.21 1792.61 1718.94 1716.48
1327 2021-06-21 2264.98 2014.76 1981.81 1877.29 1718.94 1716.48 2003.99 1997.2
1328 2021-06-22 2029.85 1996.49 1757.58 1884.03 2003.99 1997.2 1981.78 1985.78
1329 2021-06-23 1955.57 1939.6 1781.22 1857.58 1981.78 1985.78 1891.4 1893.48
1330 2021-06-24 1955.23 1937.52 1790.92 1878.5 1891.4 1893.48 1921.24 1923.34
1331 2021-06-25 2242.1 2060.71 1976.52 1950.93 1921.24 1923.34 1995.23 1987.7
1332 2021-06-26 2028.55 2018.46 1870.66 1970.36 1995.23 1987.7 2002.71 1997.46
1333 2021-06-27 2032.69 2103.19 1872.31 2030.02 2002.71 1997.46 2030.15 2032.51
1334 2021-06-28 1990.64 2067.5 1911.73 1900.69 2030.15 2032.51 1946.22 1949.13
1335 2021-06-29 1963.86 1933.44 1837.54 1885.82 1946.22 1949.13 1927.68 1930.87
1336 2021-06-30 1873.19 1968.15 1766.28 1808.08 1927.68 1930.87 1818.43 1818.11
1337 2021-07-01 1970.23 1887.15 1840.11 1821.79 1818.43 1818.11 1884.3 1881.15
1338 2021-07-02 1865.17 1920.39 1796.15 1845.7 1884.3 1881.15 1855.36 1853.51
1339 2021-07-03 1794.75 1801.66 1711.71 1771.21 1855.36 1853.51 1780.8 1778.1
1340 2021-07-04 1731.14 1758.2 1654.87 1680.6 1780.8 1778.1 1698.82 1700.77
1341 2021-07-05 1759.17 1688.48 1652.33 1636.49 1698.82 1700.77 1679.38 1679.67
1342 2021-07-06 1568.0 1594.87 1498.68 1514.84 1679.38 1679.67 1529.26 1529.56
1343 2021-07-07 1575.18 1545.09 1518.72 1510.39 1529.26 1529.56 1521.84 1523.86
1344 2021-07-08 1667.02 1619.24 1577.56 1509.43 1521.84 1523.86 1615.11 1614.47
1345 2021-07-09 1625.08 1619.08 1538.48 1570.33 1615.11 1614.47 1611.8 1610.41
1346 2021-07-10 1691.6 1676.26 1631.33 1625.74 1611.8 1610.41 1654.73 1652.84
1347 2021-07-11 1671.69 1654.95 1609.29 1627.56 1654.73 1652.84 1654.54 1652.3
1348 2021-07-12 1772.9 1705.21 1670.87 1654.31 1654.54 1652.3 1693.18 1697.16
1349 2021-07-13 1805.19 1776.59 1744.92 1712.48 1693.18 1697.16 1772.95 1776.59
1350 2021-07-14 1849.85 1912.23 1766.2 1821.22 1772.95 1776.59 1834.44 1838.6
1351 2021-07-15 1946.07 1885.04 1826.94 1820.71 1834.44 1838.6 1868.94 1870.01
1352 2021-07-16 1971.69 1938.62 1898.09 1873.18 1868.94 1870.01 1919.6 1921.11
1353 2021-07-17 1984.43 1995.74 1936.28 1958.31 1919.6 1921.11 1957.39 1958.64
1354 2021-07-18 1988.11 1950.06 1911.23 1868.41 1957.39 1958.64 1948.47 1949.08
1355 2021-07-19 2027.4 1964.89 1935.12 1921.14 1948.47 1949.08 1960.25 1961.22
1356 2021-07-20 2132.77 2120.89 2012.15 2025.66 1960.25 1961.22 2045.69 2046.95
1357 2021-07-21 1962.38 2005.48 1765.09 1916.59 2045.69 2046.95 1923.27 1922.76
1358 2021-07-22 1851.65 1872.23 1804.32 1830.23 1923.27 1922.76 1836.54 1835.19
1359 2021-07-23 1808.52 1833.35 1720.3 1789.12 1836.54 1835.19 1808.42 1806.67
1360 2021-07-24 1890.68 1905.12 1831.4 1869.13 1808.42 1806.67 1877.9 1877.04
1361 2021-07-25 1936.13 1938.77 1852.12 1879.25 1877.9 1877.04 1935.53 1938.14
1362 2021-07-26 2187.88 2033.6 1900.56 1925.32 1935.53 1938.14 2010.08 2012.19
1363 2021-07-27 2092.19 2090.36 1926.78 2020.01 2010.08 2012.19 2089.36 2090.36
1364 2021-07-28 2143.76 2119.41 2035.65 2069.72 2089.36 2090.36 2099.52 2104.29
1365 2021-07-29 2074.9 2124.42 2003.87 2037.21 2099.52 2104.29 2043.92 2042.34
1366 2021-07-30 2020.29 2014.44 1831.38 1930.08 2043.92 2042.34 2016.51 2013.75
1367 2021-07-31 1950.88 2009.58 1888.86 1913.51 2016.51 2013.75 1905.22 1914.45
1368 2021-08-01 1936.89 1907.09 1799.88 1789.82 1905.22 1914.45 1813.27 1816.63
1369 2021-08-02 1807.68 1831.27 1729.08 1737.56 1813.27 1816.63 1749.38 1748.78
1370 2021-08-03 1865.28 1842.56 1767.54 1765.79 1749.38 1748.78 1792.02 1794.29
1371 2021-08-04 1698.42 1773.12 1594.77 1669.75 1792.02 1794.29 1688.76 1687.28
1372 2021-08-05 1625.3 1642.01 1470.22 1521.02 1688.76 1687.28 1606.18 1604.99
1373 2021-08-06 1656.86 1654.91 1523.57 1586.45 1606.18 1604.99 1636.76 1636.03
1374 2021-08-07 1578.69 1664.97 1503.71 1562.95 1636.76 1636.03 1574.37 1576.18
1375 2021-08-08 1695.93 1661.69 1620.17 1583.12 1574.37 1576.18 1639.98 1640.67
1376 2021-08-09 1637.89 1665.6 1508.94 1614.23 1639.98 1640.67 1631.41 1631.24
1377 2021-08-10 1623.03 1613.62 1552.11 1556.37 1631.41 1631.24 1584.76 1585.28
1378 2021-08-11 1613.96 1584.59 1565.94 1553.01 1584.76 1585.28 1572.45 1571.58
1379 2021-08-12 1645.91 1596.37 1559.7 1539.14 1569.2 1564.07 1581.48 1577.74
1380 2021-08-13 1568.33 1585.02 1450.24 1545.54 1581.48 1577.74 1567.22 1562.44
1381 2021-08-14 1597.72 1572.73 1527.98 1553.84 1567.22 1562.44 1563.24 1566.84
1382 2021-08-15 1565.42 1610.7 1504.23 1559.47 1563.24 1566.84 1552.97 1559.69
1383 2021-08-16 1652.35 1579.35 1571.28 1535.44 1552.97 1559.69 1579.05 1578.89
1384 2021-08-17 1785.68 1698.5 1682.02 1633.17 1579.05 1578.89 1691.5 1694.22
1385 2021-08-18 1751.06 1721.57 1686.42 1685.38 1691.5 1694.22 1701.54 1700.63
1386 2021-08-19 1682.41 1718.84 1571.68 1670.16 1701.54 1700.63 1672.15 1671.14
1387 2021-08-20 1709.47 1718.65 1614.83 1656.63 1672.15 1671.14 1707.57 1709.1
1388 2021-08-21 1762.07 1740.83 1711.57 1691.85 1707.57 1709.1 1728.97 1731.07
1389 2021-08-22 1741.62 1760.28 1695.83 1718.96 1728.97 1731.07 1734.17 1737.79
1390 2021-08-23 1753.0 1760.43 1702.58 1703.16 1734.17 1737.79 1718.9 1716.87
1391 2021-08-24 1872.84 1813.97 1788.6 1765.69 1718.9 1716.87 1791.87 1796.23
1392 2021-08-25 1819.91 1827.19 1741.78 1785.61 1791.87 1796.23 1809.78 1810.0
1393 2021-08-26 1933.54 1849.62 1816.18 1817.97 1809.78 1810.0 1835.2 1833.93
1394 2021-08-27 1792.78 1819.61 1691.25 1774.52 1835.2 1833.93 1789.72 1792.88
1395 2021-08-28 1837.73 1833.71 1803.37 1810.12 1789.72 1792.88 1822.9 1823.49
1396 2021-08-29 1852.19 1834.33 1784.21 1808.98 1822.9 1823.49 1820.24 1821.84
1397 2021-08-30 1821.61 1829.77 1746.65 1741.36 1820.24 1821.84 1751.19 1752.26
1398 2021-08-31 1641.88 1706.99 1589.47 1599.07 1751.19 1752.26 1603.66 1601.27
1399 2021-09-01 1565.55 1687.28 1484.44 1556.3 1603.66 1601.27 1557.55 1559.28
1400 2021-09-02 1683.67 1696.01 1624.21 1612.32 1557.55 1559.28 1646.31 1645.47
1401 2021-09-03 1779.64 1800.18 1687.45 1731.08 1646.31 1645.47 1744.95 1746.46
1402 2021-09-04 1769.34 1762.21 1729.7 1713.3 1744.95 1746.46 1747.68 1744.55
1403 2021-09-05 1766.99 1770.22 1685.11 1709.95 1747.68 1744.55 1762.9 1763.73
1404 2021-09-06 1830.2 1827.47 1769.59 1772.49 1762.9 1763.73 1826.11 1825.26
1405 2021-09-07 2180.18 2015.42 1853.46 1882.2 1826.11 1825.26 1930.19 1932.32
1406 2021-09-08 2045.57 2092.6 1921.3 1979.94 1930.19 1932.32 1990.44 1990.63
1407 2021-09-09 2031.91 1998.06 1953.05 1921.93 1990.44 1990.63 1989.07 1995.08
1408 2021-09-10 2108.94 2031.18 1981.39 1927.38 1989.07 1995.08 2011.39 2013.58
1409 2021-09-11 2023.65 2015.29 1968.75 1971.19 2011.39 2013.58 1987.93 1992.72
1410 2021-09-12 1955.57 1993.58 1885.56 1910.85 1987.93 1992.72 1939.62 1941.58
1411 2021-09-13 2057.19 2029.49 1918.14 1955.01 1939.62 1941.58 1983.26 1982.56
1412 2021-09-14 1841.07 1868.15 1740.94 1816.17 1983.26 1982.56 1836.26 1836.11
1413 2021-09-15 1764.01 1836.14 1699.75 1753.21 1836.26 1836.11 1751.9 1753.21
1414 2021-09-16 1848.23 1836.58 1792.7 1788.05 1751.9 1753.21 1819.56 1819.87
1415 2021-09-17 1981.66 1956.36 1924.57 1867.53 1819.56 1819.87 1945.86 1945.74
1416 2021-09-18 1989.81 1982.95 1917.99 1926.77 1945.86 1945.74 1968.96 1969.57
1417 2021-09-19 2025.39 1991.94 1962.36 1943.02 1968.96 1969.57 1978.37 1976.67
1418 2021-09-20 2265.83 2074.62 2037.39 2013.76 1978.37 1976.67 2059.13 2063.83
1419 2021-09-21 2290.12 2160.75 2084.21 2039.03 2059.13 2063.83 2136.57 2137.52
1420 2021-09-22 2034.43 2111.36 1876.99 2015.42 2136.57 2137.52 2014.13 2015.42
1421 2021-09-23 2091.54 2117.83 2003.45 2076.81 2014.13 2015.42 2086.79 2106.07
1422 2021-09-24 2296.96 2240.38 2075.34 2122.75 2086.79 2106.07 2179.58 2181.1
1423 2021-09-25 2206.45 2226.4 2140.95 2170.04 2179.58 2181.1 2191.69 2190.64
1424 2021-09-26 1823.95 1909.54 1696.33 1790.4 2191.69 2190.64 1793.79 1797.22
1425 2021-09-27 1980.2 1889.3 1880.92 1824.94 1793.79 1797.22 1882.71 1883.04
1426 2021-09-28 1853.29 1791.26 1772.69 1743.06 1882.71 1883.04 1778.39 1781.04
1427 2021-09-29 1850.0 1822.15 1771.55 1784.09 1778.39 1781.04 1804.72 1804.63
1428 2021-09-30 1875.49 1865.6 1761.18 1828.69 1804.72 1804.63 1862.83 1862.33
1429 2021-10-01 1890.14 1902.12 1689.09 1850.22 1862.83 1862.33 1878.14 1874.72
1430 2021-10-02 1848.47 1896.04 1815.42 1804.57 1878.14 1874.72 1823.39 1825.38
1431 2021-10-03 1889.04 1867.35 1812.57 1834.82 1823.39 1825.38 1853.79 1856.55
1432 2021-10-04 1954.03 1943.3 1856.68 1881.45 1853.79 1856.55 1942.96 1942.46
1433 2021-10-05 2024.23 2017.03 1913.41 1982.9 1942.96 1942.46 2008.71 2007.88
1434 2021-10-06 2205.84 2192.11 1996.93 2058.21 2008.71 2007.88 2190.64 2189.74
1435 2021-10-07 2168.11 2194.76 2090.87 2089.66 2190.6 2190.05 2107.41 2106.58
1436 2021-10-08 2263.44 2215.06 2166.11 2152.54 2107.49 2106.0 2178.37 2182.85
1437 2021-10-09 2207.59 2190.63 2136.11 2153.19 2178.37 2182.85 2186.57 2188.61
1438 2021-10-10 2336.42 2260.01 2239.02 2168.71 2186.57 2188.61 2261.89 2260.01
1439 2021-10-11 2393.0 2414.93 2253.62 2297.52 2261.89 2260.01 2378.99 2384.37
1440 2021-10-12 2456.61 2485.23 2309.94 2353.31 2378.99 2384.37 2387.77 2389.94
1441 2021-10-13 2340.59 2384.91 2198.03 2309.47 2387.77 2389.94 2324.74 2323.81
1442 2021-10-14 2213.99 2313.9 2150.83 2147.41 2324.74 2323.81 2169.59 2172.1
1443 2021-10-15 2420.45 2413.75 2196.52 2262.02 2169.59 2172.1 2382.05 2386.81
1444 2021-10-16 2304.15 2287.47 2223.41 2197.35 2382.05 2386.81 2249.85 2252.2
1445 2021-10-17 2381.18 2399.13 2283.09 2304.52 2249.85 2252.2 2374.51 2374.18
1446 2021-10-18 2442.84 2420.72 2337.78 2324.95 2374.51 2374.18 2418.21 2413.5
1447 2021-10-19 2477.14 2515.28 2362.13 2430.48 2418.21 2413.5 2469.95 2474.0
1448 2021-10-20 2467.76 2557.77 2340.7 2427.13 2469.95 2474.0 2432.79 2434.45
1449 2021-10-21 2552.81 2474.43 2377.23 2348.97 2432.79 2434.45 2383.34 2388.98
1450 2021-10-22 2485.25 2392.94 2343.69 2349.4 2383.34 2388.98 2367.13 2368.07
1451 2021-10-23 2299.86 2387.15 2223.91 2287.51 2367.13 2368.07 2283.86 2289.19
1452 2021-10-24 2383.86 2395.4 2309.33 2325.81 2283.86 2289.19 2359.66 2362.91
1453 2021-10-25 2381.34 2418.9 2267.28 2350.53 2359.66 2362.91 2357.78 2361.78
1454 2021-10-26 2383.11 2328.91 2254.92 2243.62 2357.78 2361.78 2271.61 2272.46
1455 2021-10-27 2546.81 2425.47 2410.64 2312.36 2271.61 2272.46 2419.89 2421.5
1456 2021-10-28 2501.78 2565.05 2334.61 2426.74 2419.89 2421.5 2434.65 2429.48
1457 2021-10-29 2474.28 2471.26 2366.71 2419.25 2434.65 2429.48 2446.84 2447.22
1458 2021-10-30 2504.28 2502.62 2439.9 2444.17 2446.84 2447.22 2484.33 2486.5
1459 2021-10-31 2497.72 2480.14 2401.87 2408.4 2484.33 2486.5 2453.87 2452.83
1460 2021-11-01 2436.1 2439.49 2323.81 2365.6 2453.87 2452.83 2377.03 2378.61
1461 2021-11-02 2454.37 2503.71 2317.05 2399.85 2377.03 2378.61 2415.35 2415.06
1462 2021-11-03 2366.66 2380.93 2278.95 2313.68 2415.35 2415.06 2343.89 2350.99
1463 2021-11-04 2450.81 2422.22 2357.81 2378.33 2343.89 2350.99 2385.33 2382.2
1464 2021-11-05 2446.11 2405.59 2374.28 2372.69 2385.33 2382.2 2383.07 2387.24
1465 2021-11-06 2446.9 2492.58 2388.63 2435.45 2383.07 2387.24 2443.67 2443.73
1466 2021-11-07 2499.33 2501.58 2423.23 2440.01 2443.67 2443.73 2499.15 2501.58
1467 2021-11-08 2580.58 2585.19 2409.66 2515.34 2499.15 2501.58 2571.97 2575.75
1468 2021-11-09 2598.72 2562.63 2514.13 2508.36 2571.97 2575.75 2539.21 2546.32
1469 2021-11-10 2728.05 2616.27 2499.45 2562.19 2539.21 2546.32 2566.88 2571.16
1470 2021-11-11 2583.21 2612.56 2525.27 2530.33 2566.88 2571.16 2552.24 2549.09
1471 2021-11-12 2663.36 2642.74 2535.66 2572.09 2552.24 2549.09 2609.89 2604.61
1472 2021-11-13 2634.77 2610.48 2570.58 2575.1 2609.89 2604.61 2611.77 2607.95
1473 2021-11-14 2667.32 2664.09 2589.37 2607.95 2611.77 2607.95 2667.0 2663.34
1474 2021-11-15 2765.36 2698.56 2643.81 2619.32 2667.0 2663.34 2651.2 2648.9
1475 2021-11-16 2932.56 2773.05 2709.34 2696.29 2651.2 2648.9 2769.12 2766.71
1476 2021-11-17 2805.84 2818.88 2735.23 2751.53 2768.55 2766.71 2774.69 2755.01
1477 2021-11-18 2859.15 2782.5 2755.01 2836.76
1478 2021-11-19 2891.3 2727.43 2836.76 2738.86
1479 2021-11-20 2745.91 2696.08 2738.86 2714.33
1480 2021-11-21 2716.35 2655.94 2714.33 2710.75
1481 2021-11-22 2696.14 2650.27 2710.75 2680.92
1482 2021-11-23 2699.67 2575.28 2680.92 2594.06
1483 2021-11-24 2769.18 2698.11 2594.06 2743.24
1484 2021-11-25 2849.06 2751.16 2743.24 2755.47
1485 2021-11-26 2873.2 2731.37 2755.47 2795.28
1486 2021-11-27 2814.04 2763.68 2795.28 2807.27
1487 2021-11-28 2868.34 2807.37 2807.27 2834.69
1488 2021-11-29 2928.38 2851.13 2834.69 2852.24
1489 2021-11-30 2840.64 2680.27 2852.24 2687.86
1490 2021-12-01 2741.24 2616.2 2687.86 2726.53
1491 2021-12-02 2548.16 2487.03 2726.53 2517.54
1492 2021-12-03 2728.5 2611.0 2517.54 2688.97
1493 2021-12-04 3076.64 2840.63 2688.97 2860.98
1494 2021-12-05 3035.88 2959.04 2860.98 2986.56
1495 2021-12-06 3025.88 2872.37 2986.56 2910.36
1496 2021-12-07 2976.21 2903.12 2910.36 2944.39
1497 2021-12-08 2792.82 2699.51 2944.39 2702.27
1498 2021-12-09 2952.87 2875.67 2702.27 2941.93
1499 2021-12-10 3112.46 2967.21 2941.93 3104.94
1500 2021-12-11 3152.41 3073.32 3104.94 3109.35
1501 2021-12-12 3182.27 3111.2 3109.35 3123.27
1502 2021-12-13 3266.91 3118.18 3125.0 3257.33