Question: For Honeywell from January 28, 2022 to June 04, 2022, what percentage of days had the low less than the 5-day Weighted Moving Average line? (Unit: %) (Weights are 1, 2, ..., n) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: WMA_n = \sum_{i=0}^{n-1} (n-i) * P_{t-i} / \sum_{j=1}^{n} j
Data:
date,close,open,low,high
2022-01-24,192.6955718994141,192.4599456787109,187.54005432128903,193.006591796875
2022-01-25,190.66917419433597,189.17059326171875,186.5315704345703,192.07351684570312
2022-01-26,189.11404418945312,191.4703063964844,187.2949981689453,194.0527801513672
2022-01-27,189.11404418945312,191.39491271972656,187.803955078125,193.05372619628903
2022-01-28,190.3769989013672,188.8595733642578,184.77850341796875,190.4335479736328
2022-01-31,192.72384643554688,189.0292205810547,187.85108947753903,193.19509887695312
2022-02-01,193.53440856933597,192.20545959472656,189.9246063232422,193.9868011474609
2022-02-02,195.61734008789065,193.60980224609372,192.8746490478516,195.8906707763672
2022-02-03,180.71630859375,188.6522216796875,180.5655059814453,189.4439239501953
2022-02-04,180.49009704589844,180.83883666992188,177.2196044921875,181.7059326171875
2022-02-07,181.41375732421875,181.1027374267578,179.8397674560547,183.40245056152344
2022-02-08,183.37417602539065,181.41375732421875,180.06597900390625,183.84542846679688
2022-02-09,185.31573486328125,184.844482421875,183.4967041015625,185.6927490234375
2022-02-10,180.7257232666016,182.95004272460935,180.03770446777344,185.64561462402344
2022-02-11,176.23939514160156,180.78228759765625,175.82469177246094,181.80018615722656
2022-02-14,175.95664978027344,176.6069793701172,173.9302520751953,177.58718872070312
2022-02-15,178.63336181640625,177.36097717285156,175.80584716796875,179.01036071777344
2022-02-16,178.1903839111328,178.64279174804688,176.06031799316406,178.88784790039062
2022-02-17,173.97738647460938,176.7012176513672,173.7040557861328,177.07823181152344
2022-02-18,171.6588134765625,173.35533142089844,170.9613494873047,174.4203643798828
2022-02-22,172.0640869140625,172.59188842773438,170.5372314453125,174.62771606445312
2022-02-23,168.6710662841797,173.01602172851562,168.520263671875,173.30819702148438
2022-02-24,171.8567352294922,164.89161682128906,164.39208984375,172.18661499023438
2022-02-25,177.71913146972656,171.6305389404297,171.60226440429688,178.6239471435547
2022-02-28,178.84071350097656,175.3534393310547,175.3534393310547,179.01979064941406
2022-03-01,173.04429626464844,175.9189453125,172.41281127929688,178.93496704101562
2022-03-02,175.7210235595703,174.68426513671875,173.5720977783203,177.4269561767578
2022-03-03,176.73892211914062,178.57681274414062,176.36192321777344,180.81997680664065
2022-03-04,176.6540985107422,174.9764404296875,173.91140747070312,176.8802947998047
2022-03-07,171.6870880126953,176.28652954101562,171.5551300048828,176.5315704345703
2022-03-08,172.7050018310547,171.71536254882812,171.64938354492188,176.26766967773438
2022-03-09,174.74081420898438,175.64561462402344,174.2601318359375,176.46559143066406
2022-03-10,173.76060485839844,172.0452423095703,171.74363708496094,174.4674835205078
2022-03-11,171.76248168945312,175.6644744873047,171.56455993652344,176.18284606933594
2022-03-14,172.66729736328125,172.92176818847656,172.2148895263672,174.56173706054688
2022-03-15,176.993408203125,174.486328125,174.16587829589844,177.3515625
2022-03-16,180.047119140625,178.6993408203125,175.79641723632812,180.2544708251953
2022-03-17,180.8953857421875,178.7464599609375,178.3223419189453,181.53628540039065
2022-03-18,183.5249786376953,180.7445831298828,178.88784790039062,183.7134704589844
2022-03-21,181.92271423339844,182.4410858154297,180.5089569091797,183.23280334472656
2022-03-22,183.8171539306641,182.0358123779297,182.0358123779297,184.65599060058597
2022-03-23,181.2818145751953,183.26107788085935,180.9707794189453,183.7511749267578
2022-03-24,183.4967041015625,182.07351684570312,181.00848388671875,183.5249786376953
2022-03-25,186.41847229003903,184.11875915527344,184.09048461914065,186.9557037353516
2022-03-28,185.77757263183597,185.7587127685547,183.08200073242188,185.9943389892578
2022-03-29,186.18284606933597,187.63430786132807,183.62864685058597,187.92648315429688
2022-03-30,185.24034118652344,185.7869873046875,184.439208984375,186.7860565185547
2022-03-31,183.3930206298828,185.3628692626953,183.36474609375,186.8143310546875
2022-04-01,184.75965881347656,184.6371307373047,182.3751220703125,184.83506774902344
2022-04-04,184.79736328125,184.0998992919922,182.31857299804688,185.32516479492188
2022-04-05,182.4976501464844,183.44956970214844,181.9886932373047,185.1743621826172
2022-04-06,182.48822021484372,180.88595581054688,180.14137268066406,183.8548583984375
2022-04-07,181.62110900878903,181.4326171875,177.6060333251953,182.4693756103516
2022-04-08,179.22714233398438,181.90386962890625,178.8972625732422,182.2714385986328
2022-04-11,178.3883056640625,179.33082580566406,177.87936401367188,180.2544708251953
2022-04-12,180.00942993164062,179.9246063232422,179.0763397216797,181.80018615722656
2022-04-13,183.6475067138672,180.80113220214844,180.3204498291016,183.79830932617188
2022-04-14,183.96795654296875,183.94911193847656,183.7040557861328,185.39114379882807
2022-04-18,181.0273284912109,183.1197052001953,180.1508026123047,184.6182861328125
2022-04-19,185.8623962402344,181.96983337402344,181.4985809326172,186.01319885253903
2022-04-20,185.0518341064453,186.7860565185547,184.7408142089844,188.03016662597656
2022-04-21,184.67483520507807,186.5787048339844,184.2224273681641,189.0574951171875
2022-04-22,179.6701202392578,183.4118804931641,179.40621948242188,183.43072509765625
2022-04-25,180.7917022705078,179.3873748779297,176.55984497070312,180.8671112060547
2022-04-26,176.8802947998047,178.61451721191406,176.7860565185547,179.88690185546875
2022-04-27,175.6361846923828,175.7210235595703,175.08010864257812,177.92648315429688
2022-04-28,179.00094604492188,176.98397827148438,174.5994415283203,179.70782470703125
2022-04-29,182.3845367431641,188.6804962158203,181.7813415527344,190.3769989013672
2022-05-02,185.5513610839844,183.3081970214844,180.8953857421875,189.36851501464844
2022-05-03,185.7115936279297,185.03298950195312,184.0245056152344,186.9462738037109
2022-05-04,194.01507568359372,186.1357269287109,186.00376892089844,194.5334625244141
2022-05-05,186.49388122558597,191.9886932373047,185.1743621826172,192.9029235839844
2022-05-06,184.19415283203125,185.9377899169922,182.0546722412109,186.0697479248047
2022-05-09,182.8086700439453,183.89254760742188,181.3006591796875,184.5428771972656
2022-05-10,183.5720977783203,184.9952850341797,181.1687164306641,185.9001007080078
2022-05-11,180.98020935058597,183.62864685058597,180.41470336914065,185.5419464111328
2022-05-12,181.82846069335935,180.0,177.84165954589844,183.55325317382807
2022-05-13,182.4033966064453,182.2902984619141,179.952880859375,183.74176025390625
2022-05-16,182.8086700439453,182.4693756103516,181.2723846435547,184.0622100830078
2022-05-17,187.61546325683597,184.7031097412109,184.5428771972656,188.5485382080078
2022-05-18,182.72384643554688,186.39019775390625,182.13949584960935,187.2667236328125
2022-05-19,181.5739898681641,180.98963928222656,177.30442810058594,183.9868011474609
2022-05-20,178.84071350097656,182.4033966064453,175.09896850585938,183.04429626464844
2022-05-23,178.6804962158203,180.87652587890625,177.66258239746094,181.13101196289065
2022-05-24,179.0386505126953,178.42601013183594,174.2601318359375,179.7926483154297
2022-05-25,179.4910430908203,178.24693298339844,175.966064453125,180.1790771484375
2022-05-26,181.99810791015625,180.28274536132807,180.1979217529297,183.0160217285156
2022-05-27,185.06126403808597,183.77944946289065,182.8840789794922,185.09896850585935
2022-05-31,182.48822021484372,182.43167114257807,180.5560760498047,184.15646362304688
2022-06-01,180.87652587890625,183.317626953125,179.4439239501953,183.5249786376953
2022-06-02,185.7115936279297,182.6484375,181.01791381835935,185.8623962402344
2022-06-03,183.6192321777344,184.11875915527344,182.47879028320312,184.89161682128903

Indicator data:
date,5-day,low
2022-01-28,189.98114827473958,184.77850341796875
2022-01-31,190.75777486165364,187.85108947753903
2022-02-01,191.80270385742188,189.9246063232422
2022-02-02,193.350927734375,192.8746490478516
2022-02-03,189.49858805338542,180.5655059814453
2022-02-04,186.1306935628255,177.2196044921875
2022-02-07,183.7298126220703,179.8397674560547
2022-02-08,182.73641052246094,180.06597900390625
2022-02-09,183.06754353841146,183.4967041015625
2022-02-10,182.5554463704427,180.03770446777344
2022-02-11,180.54727884928386,175.82469177246094
2022-02-14,178.72824300130208,173.9302520751953
2022-02-15,178.16525166829427,175.80584716796875
2022-02-16,177.7706553141276,176.06031799316406
2022-02-17,176.44674987792968,173.7040557861328
2022-02-18,174.79987589518228,170.9613494873047
2022-02-22,173.59346516927084,170.5372314453125
2022-02-23,171.5155517578125,168.520263671875
2022-02-24,171.16368103027344,164.39208984375
2022-02-25,173.1881856282552,171.60226440429688
2022-02-28,175.33710123697918,175.3534393310547
2022-03-01,175.07508443196613,172.41281127929688
2022-03-02,175.63996276855468,173.5720977783203
2022-03-03,176.0741434733073,176.36192321777344
2022-03-04,176.15457051595052,173.91140747070312
2022-03-07,174.65032958984375,171.5551300048828
2022-03-08,173.9623016357422,171.64938354492188
2022-03-09,173.97549743652343,174.2601318359375
2022-03-10,173.72730407714843,171.74363708496094
2022-03-11,173.01162414550782,171.56455993652344
2022-03-14,172.9236572265625,172.2148895263672
2022-03-15,174.2123799641927,174.16587829589844
2022-03-16,176.23311258951824,175.79641723632812
2022-03-17,178.18284708658854,178.3223419189453
2022-03-18,180.53346048990886,178.88784790039062
2022-03-21,181.5658192952474,180.5089569091797
2022-03-22,182.61263020833334,182.0358123779297
2022-03-23,182.35941162109376,180.9707794189453
2022-03-24,182.76217651367188,181.00848388671875
2022-03-25,183.96544291178387,184.09048461914065
2022-03-28,184.76217651367188,183.08200073242188
2022-03-29,185.4370107014974,183.62864685058597
2022-03-30,185.63996378580728,184.439208984375
2022-03-31,184.96324157714844,183.36474609375
2022-04-01,184.7489776611328,182.3751220703125
2022-04-04,184.65786946614583,182.31857299804688
2022-04-05,183.86553751627605,181.9886932373047
2022-04-06,183.31574198404948,180.14137268066406
2022-04-07,182.66038411458334,177.6060333251953
2022-04-08,181.32516479492188,178.8972625732422
2022-04-11,180.07916768391928,177.87936401367188
2022-04-12,179.80081583658855,179.0763397216797
2022-04-13,180.90103759765626,180.3204498291016
2022-04-14,182.03079020182292,183.7040557861328
2022-04-18,182.023876953125,180.1508026123047
2022-04-19,183.5086405436198,181.4985809326172
2022-04-20,184.22494405110677,184.7408142089844
2022-04-21,184.47942097981772,184.2224273681641
2022-04-22,182.9971710205078,179.40621948242188
2022-04-25,182.17530415852863,176.55984497070312
2022-04-26,180.06534322102866,176.7860565185547
2022-04-27,178.13948567708334,175.08010864257812
2022-04-28,177.96292521158855,174.5994415283203
2022-04-29,179.29248758951823,181.7813415527344
2022-05-02,181.49669698079427,180.8953857421875
2022-05-03,183.43700663248697,184.0245056152344
2022-05-04,187.55639038085937,186.00376892089844
2022-05-05,187.94344991048177,185.1743621826172
2022-05-06,187.064404296875,182.0546722412109
2022-05-09,185.60289001464844,181.3006591796875
2022-05-10,184.57869771321614,181.1687164306641
2022-05-11,182.8331756591797,180.41470336914065
2022-05-12,182.23939514160156,177.84165954589844
2022-05-13,182.14828796386718,179.952880859375
2022-05-16,182.31165568033853,181.2723846435547
2022-05-17,184.07728780110676,184.5428771972656
2022-05-18,183.9428232828776,182.13949584960935
2022-05-19,183.30883076985677,177.30442810058594
2022-05-20,181.78071085611978,175.09896850585938
2022-05-23,180.43669738769532,177.66258239746094
2022-05-24,179.4872802734375,174.2601318359375
2022-05-25,179.26044820149738,175.966064453125
2022-05-26,180.08482462565104,180.1979217529297
2022-05-27,181.9019785563151,182.8840789794922
2022-05-31,182.44674784342448,180.5560760498047
2022-06-01,182.2004374186198,179.4439239501953
2022-06-02,183.44329121907552,181.01791381835935
2022-06-03,183.57398783365886,182.47879028320312

Answer: 14.7727