Question: Calculate the percentage of days where Las Vegas Sands's high was greater than the lower channel of Moving Average Envelope from December 21, 2022 to April 11, 2023. (Standard parameters: middle band SMA(20), upper and lower bands +/- 10%) 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: Middle = SMA_n(P); Upper = Middle * 1.1; Lower = Middle * 0.9
Data:
date,close,low,open,high
2022-11-23,43.060001373291016,42.27000045776367,42.84000015258789,43.209999084472656
2022-11-25,43.16999816894531,42.54999923706055,43.34000015258789,43.34000015258789
2022-11-28,43.650001525878906,42.59000015258789,44.34999847412109,44.650001525878906
2022-11-29,44.65999984741211,44.16999816894531,44.540000915527344,45.09999847412109
2022-11-30,46.84000015258789,45.09000015258789,45.16999816894531,46.90999984741211
2022-12-01,46.88999938964844,45.84000015258789,46.5,47.02999877929688
2022-12-02,47.959999084472656,46.130001068115234,46.25,48.31999969482422
2022-12-05,47.70000076293945,47.29999923706055,48.41999816894531,49.29999923706055
2022-12-06,46.79999923706055,46.720001220703125,47.7599983215332,47.880001068115234
2022-12-07,47.130001068115234,45.560001373291016,46.16999816894531,47.18999862670898
2022-12-08,48.310001373291016,47.709999084472656,48.5,49.72999954223633
2022-12-09,47.310001373291016,47.27000045776367,48.20000076293945,48.40999984741211
2022-12-12,48.36000061035156,46.33000183105469,46.91999816894531,48.369998931884766
2022-12-13,48.66999816894531,48.369998931884766,49.060001373291016,49.369998931884766
2022-12-14,48.75,48.209999084472656,48.4900016784668,49.119998931884766
2022-12-15,48.650001525878906,47.540000915527344,48.4900016784668,49.11000061035156
2022-12-16,47.4900016784668,47.40999984741211,48.20000076293945,48.5
2022-12-19,46.36000061035156,46.130001068115234,47.060001373291016,47.290000915527344
2022-12-20,46.380001068115234,45.869998931884766,46.2400016784668,46.7400016784668
2022-12-21,46.88999938964844,46.68999862670898,46.7400016784668,47.56999969482422
2022-12-22,46.52000045776367,46.11000061035156,46.84999847412109,47.220001220703125
2022-12-23,46.52000045776367,45.900001525878906,46.369998931884766,46.7400016784668
2022-12-27,48.459999084472656,46.97999954223633,47.15999984741211,48.75
2022-12-28,46.18000030517578,46.16999816894531,47.97999954223633,48.08000183105469
2022-12-29,47.08000183105469,46.34000015258789,46.540000915527344,47.91999816894531
2022-12-30,48.06999969482422,46.43999862670898,46.56999969482422,48.11000061035156
2023-01-03,49.33000183105469,48.540000915527344,49.290000915527344,49.77999877929688
2023-01-04,51.88999938964844,49.59999847412109,49.79999923706055,52.0
2023-01-05,51.52999877929688,51.11000061035156,51.43999862670898,52.47999954223633
2023-01-06,51.56999969482422,51.04999923706055,51.5,52.380001068115234
2023-01-09,52.77999877929688,51.93000030517578,51.97999954223633,52.88999938964844
2023-01-10,53.79999923706055,52.630001068115234,52.959999084472656,53.90999984741211
2023-01-11,53.2400016784668,52.5,52.83000183105469,53.52999877929688
2023-01-12,53.5,52.52999877929688,53.25,54.08000183105469
2023-01-13,54.970001220703125,52.959999084472656,53.0,55.040000915527344
2023-01-17,54.45000076293945,53.72999954223633,54.52000045776367,54.84999847412109
2023-01-18,54.380001068115234,54.09000015258789,54.61000061035156,55.0
2023-01-19,54.369998931884766,54.290000915527344,54.43999862670898,55.34000015258789
2023-01-20,54.56999969482422,54.18000030517578,54.29999923706055,54.95000076293945
2023-01-23,55.38999938964844,54.540000915527344,54.7599983215332,55.900001525878906
2023-01-24,55.470001220703125,54.56999969482422,54.97999954223633,55.540000915527344
2023-01-25,55.02000045776367,54.33000183105469,54.59999847412109,55.5099983215332
2023-01-26,58.369998931884766,55.790000915527344,57.220001220703125,58.88999938964844
2023-01-27,58.91999816894531,58.0099983215332,58.810001373291016,59.959999084472656
2023-01-30,57.880001068115234,57.220001220703125,57.86000061035156,58.0
2023-01-31,59.0,57.470001220703125,58.0,59.02000045776367
2023-02-01,58.91999816894531,57.4900016784668,59.650001525878906,60.34000015258789
2023-02-02,57.400001525878906,57.02000045776367,59.0,59.220001220703125
2023-02-03,58.08000183105469,56.90999984741211,57.25,58.470001220703125
2023-02-06,57.84999847412109,56.68999862670898,57.2400016784668,58.04999923706055
2023-02-07,58.040000915527344,56.83000183105469,57.869998931884766,58.369998931884766
2023-02-08,57.52999877929688,57.220001220703125,57.70000076293945,58.06999969482422
2023-02-09,57.52000045776367,57.41999816894531,59.11000061035156,60.29999923706055
2023-02-10,56.810001373291016,56.709999084472656,56.91999816894531,57.90999984741211
2023-02-13,57.52000045776367,57.02000045776367,57.18999862670898,58.18000030517578
2023-02-14,57.560001373291016,56.91999816894531,57.13999938964844,58.04999923706055
2023-02-15,56.54999923706055,56.34999847412109,56.900001525878906,57.16999816894531
2023-02-16,56.81999969482422,55.93000030517578,56.27999877929688,57.459999084472656
2023-02-17,56.02000045776367,55.75,56.25,56.540000915527344
2023-02-21,56.34999847412109,55.400001525878906,55.40999984741211,56.869998931884766
2023-02-22,57.34999847412109,56.040000915527344,56.18999862670898,57.61000061035156
2023-02-23,56.459999084472656,56.38999938964844,57.93999862670898,58.630001068115234
2023-02-24,56.150001525878906,55.27999877929688,55.59000015258789,56.34999847412109
2023-02-27,56.02000045776367,55.70000076293945,56.540000915527344,56.72999954223633
2023-02-28,57.470001220703125,56.060001373291016,56.060001373291016,57.54999923706055
2023-03-01,58.56999969482422,58.150001525878906,58.40999984741211,59.27999877929688
2023-03-02,60.16999816894531,58.27000045776367,58.27000045776367,60.33000183105469
2023-03-03,60.79999923706055,59.619998931884766,60.0099983215332,60.9900016784668
2023-03-06,59.93999862670898,59.58000183105469,60.54999923706055,60.65999984741211
2023-03-07,59.0,58.5,59.68999862670898,59.90999984741211
2023-03-08,59.04999923706055,58.560001373291016,59.0,59.34999847412109
2023-03-09,56.52000045776367,56.27999877929688,58.84999847412109,58.869998931884766
2023-03-10,56.209999084472656,54.7599983215332,56.02999877929688,57.18999862670898
2023-03-13,55.93999862670898,55.06999969482422,55.20000076293945,56.369998931884766
2023-03-14,55.880001068115234,55.540000915527344,56.459999084472656,56.790000915527344
2023-03-15,53.11000061035156,51.81999969482422,54.540000915527344,54.65999984741211
2023-03-16,54.470001220703125,52.31999969482422,52.93999862670898,54.66999816894531
2023-03-17,54.68999862670898,53.630001068115234,54.220001220703125,55.08000183105469
2023-03-20,54.959999084472656,54.52999877929688,54.56999969482422,55.970001220703125
2023-03-21,55.15999984741211,55.119998931884766,56.0,56.33000183105469
2023-03-22,54.43999862670898,54.41999816894531,55.4900016784668,55.7400016784668
2023-03-23,54.72999954223633,54.04999923706055,54.93999862670898,55.900001525878906
2023-03-24,54.34999847412109,53.41999816894531,54.11000061035156,54.459999084472656
2023-03-27,54.2599983215332,53.77000045776367,54.40999984741211,54.72999954223633
2023-03-28,54.58000183105469,53.970001220703125,54.68999862670898,55.150001525878906
2023-03-29,54.900001525878906,54.459999084472656,54.68999862670898,55.470001220703125
2023-03-30,55.540000915527344,54.61000061035156,55.41999816894531,55.54999923706055
2023-03-31,57.45000076293945,55.869998931884766,56.0,57.5099983215332
2023-04-03,58.720001220703125,58.33000183105469,59.61000061035156,60.29999923706055
2023-04-04,57.65999984741211,57.0099983215332,58.119998931884766,58.22999954223633
2023-04-05,56.54999923706055,56.02000045776367,57.72999954223633,57.72999954223633
2023-04-06,57.0099983215332,55.459999084472656,56.68000030517578,57.02000045776367
2023-04-10,57.02000045776367,56.650001525878906,56.75,57.47999954223633
2023-04-11,55.93000030517578,55.84999847412109,57.290000915527344,57.38999938964844

Indicator data:
date,Upper,Middle,Lower,high
2022-12-21,51.426650352478035,46.75150032043457,42.07635028839112,47.56999969482422
2022-12-22,51.616950302124025,46.9245002746582,42.23205024719238,47.220001220703125
2022-12-23,51.80120042800903,47.09200038909912,42.38280035018921,46.7400016784668
2022-12-27,52.06575029373169,47.332500267028806,42.59925024032593,48.75
2022-12-28,52.149350318908695,47.408500289916994,42.66765026092529,48.08000183105469
2022-12-29,52.16255041122437,47.42050037384033,42.6784503364563,47.91999816894531
2022-12-30,52.227450428009035,47.47950038909912,42.73155035018921,48.11000061035156
2023-01-03,52.302800579071054,47.548000526428225,42.793200473785404,49.77999877929688
2023-01-04,52.53325050354004,47.75750045776367,42.981750411987306,52.0
2023-01-05,52.79340047836304,47.99400043487549,43.194600391387944,52.47999954223633
2023-01-06,53.037600402832034,48.216000366210935,43.39440032958984,52.380001068115234
2023-01-09,53.283450260162354,48.43950023651123,43.595550212860104,52.88999938964844
2023-01-10,53.640400142669684,48.76400012969971,43.88760011672974,53.90999984741211
2023-01-11,53.908800201416014,49.008000183105466,44.10720016479492,53.52999877929688
2023-01-12,54.17445030212403,49.2495002746582,44.324550247192384,54.08000183105469
2023-01-13,54.5165503692627,49.56050033569336,44.60445030212403,55.040000915527344
2023-01-17,54.835550327301036,49.85050029754639,44.86545026779175,54.84999847412109
2023-01-18,55.214500293731696,50.19500026702881,45.17550024032593,55.0
2023-01-19,55.655050201416024,50.59550018310547,45.535950164794926,55.34000015258789
2023-01-20,56.105500125885015,51.00500011444092,45.90450010299683,54.95000076293945
2023-01-23,56.57300012588501,51.430000114440915,46.28700010299683,55.900001525878906
2023-01-24,57.065250167846685,51.87750015258789,46.689750137329106,55.540000915527344
2023-01-25,57.532750167846686,52.30250015258789,47.0722501373291,55.5099983215332
2023-01-26,58.07780015945435,52.79800014495849,47.518200130462645,58.88999938964844
2023-01-27,58.77850004196168,53.435000038146974,48.09150003433228,59.959999084472656
2023-01-30,59.37250000000001,53.975,48.5775,58.0
2023-01-31,59.973650016784674,54.52150001525879,49.06935001373291,59.02000045776367
2023-02-01,60.501099815368654,55.00099983215332,49.50089984893799,60.34000015258789
2023-02-02,60.804149932861336,55.27649993896485,49.748849945068365,59.220001220703125
2023-02-03,61.164400100708015,55.604000091552734,50.04360008239746,58.470001220703125
2023-02-06,61.509800033569334,55.918000030517575,50.326200027465816,58.04999923706055
2023-02-07,61.799100151062014,56.1810001373291,50.562900123596194,58.369998931884766
2023-02-08,62.004250125885015,56.367500114440915,50.73075010299682,58.06999969482422
2023-02-09,62.23965005874634,56.58150005340576,50.92335004806519,60.29999923706055
2023-02-10,62.421700134277344,56.74700012207031,51.07230010986328,57.90999984741211
2023-02-13,62.561950092315676,56.87450008392334,51.187050075531005,58.18000030517578
2023-02-14,62.73300012588501,57.03000011444092,51.32700010299683,58.04999923706055
2023-02-15,62.852350025177,57.13850002288818,51.424650020599366,57.16999816894531
2023-02-16,62.98710006713868,57.261000061035155,51.53490005493164,57.459999084472656
2023-02-17,63.06685010910035,57.33350009918213,51.60015008926392,56.540000915527344
2023-02-21,63.11965005874634,57.38150005340576,51.64335004806519,56.869998931884766
2023-02-22,63.22304990768433,57.47549991607666,51.727949924468994,57.61000061035156
2023-02-23,63.30224983215333,57.54749984741211,51.7927498626709,58.630001068115234
2023-02-24,63.180149974823,57.436499977111815,51.692849979400634,56.34999847412109
2023-02-27,63.02065010070801,57.291500091552734,51.562350082397465,56.72999954223633
2023-02-28,62.99810010910035,57.27100009918213,51.54390008926392,57.54999923706055
2023-03-01,62.97445009231568,57.24950008392334,51.524550075531,59.27999877929688
2023-03-02,63.04320009231568,57.31200008392334,51.580800075531,60.33000183105469
2023-03-03,63.23019996643067,57.48199996948242,51.73379997253418,60.9900016784668
2023-03-06,63.332499790191655,57.57499980926514,51.817499828338626,60.65999984741211
2023-03-07,63.395749874115,57.632499885559085,51.86924989700318,59.90999984741211
2023-03-08,63.45129978179933,57.682999801635745,51.91469982147217,59.34999847412109
2023-03-09,63.395749874115,57.632499885559085,51.86924989700318,58.869998931884766
2023-03-10,63.32369979858399,57.56699981689453,51.81029983520508,57.18999862670898
2023-03-13,63.27584964752198,57.52349967956543,51.77114971160889,56.369998931884766
2023-03-14,63.18564968109131,57.44149971008301,51.69734973907471,56.790000915527344
2023-03-15,62.94089963912964,57.21899967193603,51.49709970474243,54.65999984741211
2023-03-16,62.826499748229985,57.114999771118164,51.40349979400635,54.66999816894531
2023-03-17,62.70934968948365,57.008499717712404,51.30764974594116,55.08000183105469
2023-03-20,62.651049613952644,56.95549964904785,51.259949684143066,55.970001220703125
2023-03-21,62.585599689483644,56.8959997177124,51.20639974594116,56.33000183105469
2023-03-22,62.42554969787598,56.7504997253418,51.07544975280762,55.7400016784668
2023-03-23,62.330399723052984,56.66399974822998,50.99759977340699,55.900001525878906
2023-03-24,62.23139955520631,56.57399959564209,50.91659963607788,54.459999084472656
2023-03-27,62.134599437713625,56.485999488830565,50.83739953994751,54.72999954223633
2023-03-28,61.97564947128297,56.34149951934815,50.70734956741333,55.150001525878906
2023-03-29,61.77379957199097,56.15799961090088,50.54219964981079,55.470001220703125
2023-03-30,61.51914972305298,55.92649974822998,50.33384977340698,55.54999923706055
2023-03-31,61.334899806976324,55.758999824523926,50.183099842071535,57.5099983215332
2023-04-03,61.267799949646,55.69799995422363,50.12819995880127,60.29999923706055
2023-04-04,61.19409994125367,55.63099994659424,50.06789995193481,58.22999954223633
2023-04-05,61.056599941253666,55.50599994659424,49.955399951934815,57.72999954223633
2023-04-06,61.08354982376099,55.53049983978271,49.977449855804444,57.02000045776367
2023-04-10,61.128099899291996,55.57099990844726,50.01389991760254,57.47999954223633
2023-04-11,61.12754999160767,55.57049999237061,50.01344999313355,57.38999938964844

Answer: 100.0