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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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