date,year,direction,dir,a,b,c,d,move30,open,p944,close,close_vs_open,cont_after_0945,first_recross,mfe_after_0945,mae_after_0945,excursion30,first_touch,both_sides 2022-01-19,2022,down,-1,True,False,True,True,-164.6,18129.2,17964.6,17941.45,-187.75,23.15,09:45,79.3,100.6,178.45,09:38,False 2022-01-24,2022,down,-1,True,False,True,True,-104.8,17575.15,17470.35,17112.45,-462.7,357.9,09:45,471.9,45.55,170.4,09:36,False 2022-01-25,2022,down,-1,False,False,False,False,111.45,17001.55,17113.0,17267.3,265.75,-154.3,09:45,107.55,195.9,163.7,09:19,False 2022-02-14,2022,down,-1,True,False,True,True,-100.8,17076.15,16975.35,16819.7,-256.45,155.65,09:45,165.35,107.4,157.25,09:20,False 2022-02-24,2022,up,1,False,False,False,False,1.4,16548.9,16550.3,16217.75,-331.15,-332.55,09:45,106.25,345.9,153.4,09:17,False 2022-03-10,2022,down,-1,True,False,True,True,-138.75,16757.1,16618.35,16566.3,-190.8,52.05,09:45,170.25,135.9,152.15,09:15,False 2022-04-04,2022,up,1,True,False,True,True,166.65,17809.1,17975.75,18036.05,226.95,60.3,11:36,111.5,87.2,168.25,09:35,False 2022-05-12,2022,down,-1,True,False,True,True,-145.8,16021.1,15875.3,15826.45,-194.65,48.85,09:45,137.95,50.65,171.35,09:38,False 2022-08-23,2022,up,1,True,False,True,True,168.4,17357.35,17525.75,17623.35,266.0,97.6,10:15,98.75,114.05,179.95,09:31,False 2022-09-14,2022,up,1,True,False,True,True,154.85,17771.15,17926.0,18000.65,229.5,74.65,09:52,164.65,42.45,160.75,09:28,False 2023-01-27,2023,down,-1,True,False,True,True,-115.1,17877.2,17762.1,17607.9,-269.3,154.2,09:45,267.9,18.8,160.95,09:30,False 2023-01-30,2023,up,1,False,False,True,True,88.55,17541.95,17630.5,17667.25,125.3,36.75,09:45,44.7,224.2,166.55,09:30,False 2023-01-31,2023,down,-1,False,False,True,False,-153.2,17731.45,17578.25,17682.55,-48.9,-104.3,09:45,39.25,120.05,159.35,09:34,False 2023-04-17,2023,down,-1,True,False,True,False,-226.4,17863.0,17636.6,17704.1,-158.9,-67.5,15:05,62.25,80.3,242.3,09:15,False 2024-01-17,2024,up,1,False,False,False,False,165.2,21647.25,21812.45,21577.25,-70.0,-235.2,09:56,24.45,262.0,204.25,09:16,False 2024-02-02,2024,up,1,False,False,True,False,124.55,21812.75,21937.3,21853.3,40.55,-84.0,09:45,189.5,131.75,150.7,09:34,False 2024-05-13,2024,down,-1,False,False,False,False,-170.55,22027.95,21857.4,22119.4,91.45,-262.0,09:45,36.35,274.25,176.35,09:42,False 2024-06-03,2024,down,-1,False,False,True,False,-232.2,23337.9,23105.7,23305.95,-31.95,-200.25,10:01,43.4,202.55,255.2,09:15,False 2024-06-04,2024,down,-1,True,True,True,True,-595.35,23179.5,22584.15,21996.45,-1183.05,587.7,,1302.7,296.65,789.65,09:15,False 2024-06-05,2024,down,-1,False,False,False,False,-195.9,22128.35,21932.45,22573.0,444.65,-640.55,10:08,111.55,737.95,336.4,09:19,False 2024-06-06,2024,down,-1,False,False,False,False,-65.8,22798.6,22732.8,22849.05,50.45,-116.25,09:45,87.65,177.35,156.0,09:21,False 2024-08-06,2024,up,1,False,False,False,False,74.35,24189.85,24264.2,24033.05,-156.8,-231.15,09:45,83.6,303.8,192.75,09:15,False 2024-10-03,2024,up,1,False,False,False,False,163.9,25452.85,25616.75,25266.0,-186.85,-350.75,09:54,15.5,386.45,186.6,09:15,False 2024-10-17,2024,down,-1,True,True,True,True,-177.2,25027.4,24850.2,24750.2,-277.2,100.0,,121.3,10.45,188.3,09:38,False 2024-10-21,2024,down,-1,True,False,True,True,-183.9,24956.15,24772.25,24739.45,-216.7,32.8,10:03,92.65,106.65,209.45,09:35,False 2024-11-04,2024,down,-1,True,True,True,True,-246.0,24315.75,24069.75,23990.95,-324.8,78.8,,253.6,3.5,259.6,09:16,False 2024-11-07,2024,down,-1,True,False,True,True,-126.45,24489.6,24363.15,24194.6,-295.0,168.55,09:45,184.1,19.3,163.2,09:37,False 2024-11-18,2024,down,-1,False,False,True,False,-236.95,23605.3,23368.35,23465.3,-140.0,-96.95,10:03,17.95,196.9,238.85,09:33,False 2024-11-19,2024,up,1,False,False,False,False,173.05,23529.55,23702.6,23468.7,-60.85,-233.9,09:49,78.05,237.8,173.05,09:35,False 2024-11-21,2024,down,-1,False,False,True,False,-166.85,23488.45,23321.6,23346.75,-141.7,-25.15,09:45,31.9,54.9,225.3,09:32,False 2025-02-12,2025,down,-1,False,False,False,False,-139.0,23050.8,22911.8,23057.8,7.0,-146.0,09:45,113.45,232.9,159.05,09:40,False 2025-02-28,2025,down,-1,True,False,True,True,-171.7,22433.4,22261.7,22127.4,-306.0,134.3,10:19,156.85,38.8,184.3,09:34,False 2025-03-05,2025,up,1,True,False,True,True,164.55,22073.05,22237.6,22346.65,273.6,109.05,10:16,157.3,26.5,177.15,09:41,False 2025-03-06,2025,down,-1,False,False,False,False,-161.2,22476.35,22315.15,22529.2,52.85,-214.05,09:45,69.3,241.3,178.45,09:31,False 2025-03-17,2025,up,1,True,False,True,False,200.05,22353.15,22553.2,22515.25,162.1,-37.95,10:16,7.2,111.2,223.85,09:19,False 2025-04-01,2025,up,1,False,False,False,False,204.0,23341.1,23545.1,23179.7,-161.4,-365.4,10:01,8.2,408.7,224.05,09:33,False 2025-04-04,2025,down,-1,True,False,True,True,-128.15,23190.4,23062.25,22912.05,-278.35,150.2,09:45,204.8,12.0,161.0,09:24,False 2025-04-07,2025,up,1,True,False,True,True,263.3,21758.4,22021.7,22238.0,479.6,216.3,10:15,232.3,224.8,431.6,09:15,False 2025-04-11,2025,up,1,False,False,True,False,153.6,22695.4,22849.0,22844.5,149.1,-4.5,09:45,74.9,112.95,163.95,09:37,False 2025-04-15,2025,down,-1,False,False,True,False,-57.4,23368.35,23310.95,23344.1,-24.25,-33.15,09:45,19.3,46.15,161.35,09:15,False 2025-04-28,2025,up,1,True,False,True,True,106.35,24070.25,24176.6,24312.9,242.65,136.3,09:45,178.5,2.3,157.55,09:37,False 2025-05-02,2025,up,1,False,False,True,False,217.95,24311.9,24529.85,24313.65,1.75,-216.2,10:53,59.3,291.35,239.35,09:26,False 2025-05-07,2025,up,1,True,False,True,True,169.55,24233.3,24402.85,24409.3,176.0,6.45,09:45,27.55,117.85,216.3,09:19,False 2025-05-09,2025,up,1,False,False,True,False,154.75,23935.75,24090.5,24038.65,102.9,-51.85,09:45,30.8,141.3,228.5,09:15,False 2025-05-12,2025,up,1,True,True,True,True,171.6,24420.1,24591.7,24920.25,500.15,328.55,,353.1,0.0,213.5,09:20,False 2025-05-13,2025,down,-1,True,False,True,True,-118.85,24864.05,24745.2,24593.65,-270.4,151.55,09:45,197.7,92.6,188.45,09:31,False 2025-05-15,2025,down,-1,False,False,False,False,-147.55,24694.45,24546.9,25035.3,340.85,-488.4,09:45,52.45,569.35,156.25,09:44,False 2025-05-22,2025,down,-1,False,False,True,False,-144.0,24733.95,24589.95,24637.0,-96.95,-47.05,09:45,127.55,57.2,192.35,09:24,False 2025-05-27,2025,down,-1,False,False,True,False,-130.95,24956.65,24825.7,24837.7,-118.95,-12.0,09:45,121.6,237.2,190.9,09:21,False 2025-06-03,2025,down,-1,True,False,True,True,-139.5,24786.3,24646.8,24538.4,-247.9,108.4,09:45,144.65,119.65,185.0,09:30,False 2025-06-13,2025,up,1,True,False,True,True,148.2,24473.0,24621.2,24735.55,262.55,114.35,09:45,133.15,27.75,180.15,09:21,False 2025-06-18,2025,up,1,False,False,True,False,149.45,24788.35,24937.8,24798.75,10.4,-139.05,09:45,9.75,187.35,156.1,09:36,False 2025-08-28,2025,down,-1,True,False,True,True,-130.1,24695.8,24565.7,24533.1,-162.7,32.6,09:45,84.1,112.2,188.6,09:22,False 2025-11-26,2025,up,1,True,True,True,True,181.15,25842.95,26024.1,26203.5,360.55,179.4,,191.05,0.0,182.85,09:31,False 2026-01-13,2026,down,-1,True,False,True,True,-167.15,25897.35,25730.2,25714.2,-183.15,16.0,09:45,126.9,96.85,187.5,09:32,False 2026-02-03,2026,down,-1,True,True,True,True,-580.75,26308.05,25727.3,25714.8,-593.25,12.5,,86.0,135.85,587.9,09:15,False 2026-02-24,2026,down,-1,True,False,True,True,-142.35,25641.8,25499.45,25460.25,-181.55,39.2,09:45,171.85,36.15,158.95,09:43,False 2026-03-02,2026,up,1,True,False,True,False,304.4,24659.25,24963.65,24849.75,190.5,-113.9,11:27,25.7,360.15,318.35,09:15,False 2026-03-09,2026,down,-1,False,False,False,False,-132.4,23868.05,23735.65,24005.8,137.75,-270.15,09:45,23.8,342.5,170.25,09:24,False 2026-03-10,2026,down,-1,False,False,False,False,-127.35,24280.8,24153.45,24286.15,5.35,-132.7,09:45,73.5,149.05,195.2,09:26,False 2026-03-16,2026,up,1,True,False,True,True,124.4,23116.1,23240.5,23355.6,239.5,115.1,09:45,261.5,285.25,168.55,09:37,False 2026-03-19,2026,up,1,False,False,False,False,73.25,23197.75,23271.0,23087.85,-109.9,-183.15,09:45,46.8,340.65,180.95,09:15,False 2026-03-20,2026,up,1,False,False,True,False,118.8,23110.15,23228.95,23134.65,24.5,-94.3,09:45,116.2,161.35,209.55,09:16,False 2026-03-23,2026,down,-1,True,False,True,True,-117.95,22824.35,22706.4,22492.65,-331.7,213.75,09:45,235.15,0.25,189.8,09:15,False 2026-03-25,2026,up,1,True,True,True,True,206.5,23064.4,23270.9,23309.0,244.6,38.1,,194.45,24.35,213.65,09:27,False 2026-03-27,2026,down,-1,True,False,True,True,-120.0,23173.55,23053.55,22839.5,-334.05,214.05,09:45,249.0,1.05,172.7,09:34,False 2026-03-30,2026,up,1,False,False,False,False,109.6,22549.65,22659.25,22379.2,-170.45,-280.05,09:45,30.75,375.4,164.45,09:36,False 2026-04-02,2026,down,-1,False,False,False,False,-118.95,22383.4,22264.45,22700.7,317.3,-436.25,09:45,81.9,517.85,174.25,09:15,False 2026-04-06,2026,down,-1,False,False,False,False,-160.1,22780.3,22620.2,22959.45,179.15,-339.25,09:45,77.25,378.15,188.6,09:17,False 2026-04-20,2026,down,-1,False,False,True,False,-88.75,24391.5,24302.75,24330.9,-60.6,-28.15,09:45,21.55,177.9,150.25,09:16,False 2026-05-04,2026,up,1,False,False,True,False,213.1,24063.55,24276.65,24123.8,60.25,-152.85,10:11,7.15,271.9,226.65,09:15,False 2026-06-03,2026,down,-1,False,False,True,False,-147.0,23415.95,23268.95,23396.95,-19.0,-128.0,09:45,117.45,190.7,171.5,09:27,False 2026-06-30,2026,down,-1,False,False,True,False,-161.7,24032.05,23870.35,23917.75,-114.3,-47.4,09:56,41.15,128.2,170.55,09:32,False 2026-09-28,2026,down,-1,True,True,True,True,-207.5,23064.9,22857.4,22780.25,-284.65,77.15,,95.2,29.1,209.45,09:22,False 2026-09-29,2026,down,-1,False,False,True,False,-119.05,22732.45,22613.4,22716.2,-16.25,-102.8,09:45,41.85,139.85,162.8,09:36,False