Question: During September 27, 2024 to July 02, 2025, what percentage of trading days showed short alignment of General Motors's 5, 20, 60-day Hull Moving Average lines? 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: HMA = WMA_{\sqrt{n}}(2 * WMA_{n/2}(P) - WMA_n(P))
Data:
date,close,high,open
2024-05-20,45.11000061035156,45.90999984741211,45.75
2024-05-21,44.91999816894531,45.18000030517578,44.970001220703125
2024-05-22,43.970001220703125,44.63999938964844,44.59999847412109
2024-05-23,43.72999954223633,44.060001373291016,43.970001220703125
2024-05-24,44.11000061035156,44.31999969482422,44.06999969482422
2024-05-28,43.09000015258789,43.77000045776367,43.70000076293945
2024-05-29,42.63999938964844,42.75,42.619998931884766
2024-05-30,43.40999984741211,43.47999954223633,42.810001373291016
2024-05-31,44.9900016784668,45.02000045776367,43.209999084472656
2024-06-03,45.7400016784668,45.959999084472656,44.959999084472656
2024-06-04,45.2599983215332,45.77000045776367,45.31999969482422
2024-06-05,45.619998931884766,45.68999862670898,45.54999923706055
2024-06-06,45.61000061035156,45.97999954223633,45.58000183105469
2024-06-07,45.720001220703125,46.08000183105469,45.34999847412109
2024-06-10,47.56999969482422,47.7599983215332,45.68999862670898
2024-06-11,48.209999084472656,48.95000076293945,48.2599983215332
2024-06-12,48.86000061035156,49.34999847412109,48.84000015258789
2024-06-13,47.650001525878906,48.720001220703125,48.619998931884766
2024-06-14,46.77000045776367,47.38999938964844,47.13999938964844
2024-06-17,47.400001525878906,47.52999877929688,46.77999877929688
2024-06-18,47.43999862670898,48.040000915527344,47.290000915527344
2024-06-20,47.77000045776367,47.95000076293945,47.310001373291016
2024-06-21,47.720001220703125,47.86000061035156,47.77999877929688
2024-06-24,48.11000061035156,48.68999862670898,47.77000045776367
2024-06-25,46.40999984741211,48.09999847412109,48.0
2024-06-26,45.77000045776367,46.130001068115234,45.900001525878906
2024-06-27,45.58000183105469,46.04999923706055,45.68999862670898
2024-06-28,46.459999084472656,46.65999984741211,46.02999877929688
2024-07-01,46.68000030517578,47.16999816894531,46.52000045776367
2024-07-02,46.95000076293945,47.08000183105469,46.400001525878906
2024-07-03,46.709999084472656,47.06999969482422,46.97999954223633
2024-07-05,46.52000045776367,47.09000015258789,46.619998931884766
2024-07-08,46.54999923706055,47.47999954223633,46.79999923706055
2024-07-09,46.2599983215332,46.84000015258789,46.45000076293945
2024-07-10,46.52999877929688,46.77000045776367,46.5099983215332
2024-07-11,47.93000030517578,48.0,46.900001525878906
2024-07-12,49.0099983215332,49.34999847412109,48.02000045776367
2024-07-15,49.29999923706055,50.0,49.5
2024-07-16,49.77000045776367,49.9900016784668,49.31999969482422
2024-07-17,49.900001525878906,49.970001220703125,49.400001525878906
2024-07-18,49.650001525878906,50.5,50.0
2024-07-19,48.29999923706055,49.560001373291016,49.540000915527344
2024-07-22,49.560001373291016,49.70000076293945,48.459999084472656
2024-07-23,46.380001068115234,49.5,49.34000015258789
2024-07-24,46.4900016784668,46.59999847412109,45.290000915527344
2024-07-25,44.130001068115234,45.77000045776367,45.66999816894531
2024-07-26,44.119998931884766,44.54999923706055,44.27999877929688
2024-07-29,44.150001525878906,44.27000045776367,44.130001068115234
2024-07-30,44.22999954223633,44.970001220703125,44.150001525878906
2024-07-31,44.31999969482422,45.08000183105469,44.310001373291016
2024-08-01,43.369998931884766,45.150001525878906,44.66999816894531
2024-08-02,41.16999816894531,42.41999816894531,42.380001068115234
2024-08-05,39.95000076293945,40.29999923706055,39.400001525878906
2024-08-06,40.61000061035156,41.150001525878906,40.02000045776367
2024-08-07,40.650001525878906,41.5099983215332,41.22999954223633
2024-08-08,42.72999954223633,42.97999954223633,41.09000015258789
2024-08-09,43.47999954223633,44.11000061035156,42.59999847412109
2024-08-12,42.9900016784668,43.59999847412109,43.34000015258789
2024-08-13,43.31999969482422,43.34999847412109,43.060001373291016
2024-08-14,43.61000061035156,43.95000076293945,43.619998931884766
2024-08-15,44.86000061035156,45.18999862670898,44.77000045776367
2024-08-16,45.31999969482422,45.43000030517578,44.75
2024-08-19,45.7599983215332,45.93000030517578,45.45000076293945
2024-08-20,45.97999954223633,46.470001220703125,45.70000076293945
2024-08-21,46.560001373291016,46.91999816894531,46.25
2024-08-22,46.459999084472656,46.970001220703125,46.68999862670898
2024-08-23,48.56999969482422,48.630001068115234,47.310001373291016
2024-08-26,48.75,49.16999816894531,48.869998931884766
2024-08-27,49.25,49.459999084472656,48.560001373291016
2024-08-28,49.04999923706055,49.45000076293945,49.0
2024-08-29,49.470001220703125,49.81999969482422,49.4900016784668
2024-08-30,49.77999877929688,49.86000061035156,49.68999862670898
2024-09-03,48.40999984741211,49.86000061035156,49.150001525878906
2024-09-04,48.45000076293945,49.27999877929688,48.66999816894531
2024-09-05,48.150001525878906,49.06999969482422,48.68000030517578
2024-09-06,47.13999938964844,48.650001525878906,48.06999969482422
2024-09-09,47.400001525878906,47.88999938964844,47.33000183105469
2024-09-10,44.81999969482422,46.5099983215332,45.97999954223633
2024-09-11,44.66999816894531,44.88999938964844,44.68999862670898
2024-09-12,46.119998931884766,46.619998931884766,44.68999862670898
2024-09-13,46.29999923706055,47.04999923706055,46.310001373291016
2024-09-16,46.869998931884766,47.68999862670898,46.45000076293945
2024-09-17,47.52000045776367,48.18000030517578,47.36000061035156
2024-09-18,48.65999984741211,49.54999923706055,47.720001220703125
2024-09-19,48.619998931884766,49.86000061035156,49.4900016784668
2024-09-20,48.880001068115234,49.0,48.2400016784668
2024-09-23,48.040000915527344,48.27999877929688,47.59999847412109
2024-09-24,48.06999969482422,48.77000045776367,48.459999084472656
2024-09-25,45.72999954223633,46.43999862670898,45.95000076293945
2024-09-26,45.810001373291016,46.119998931884766,45.720001220703125
2024-09-27,46.47999954223633,47.06999969482422,46.369998931884766
2024-09-30,44.84000015258789,45.900001525878906,44.91999816894531
2024-10-01,44.880001068115234,45.47999954223633,45.150001525878906
2024-10-02,44.81999969482422,45.540000915527344,44.77999877929688
2024-10-03,44.97999954223633,45.02999877929688,44.41999816894531
2024-10-04,45.68000030517578,46.150001525878906,45.810001373291016
2024-10-07,45.97999954223633,46.119998931884766,45.41999816894531
2024-10-08,46.0099983215332,47.34999847412109,46.06999969482422
2024-10-09,47.93000030517578,47.97999954223633,46.040000915527344
2024-10-10,47.68999862670898,47.959999084472656,47.619998931884766
2024-10-11,47.869998931884766,48.25,47.369998931884766
2024-10-14,48.630001068115234,48.77000045776367,47.75
2024-10-15,47.84999847412109,48.90999984741211,48.220001220703125
2024-10-16,49.0099983215332,49.27000045776367,48.4900016784668
2024-10-17,49.380001068115234,49.4900016784668,49.0
2024-10-18,49.18000030517578,49.75,49.63999938964844
2024-10-21,48.93000030517578,49.59999847412109,49.2599983215332
2024-10-22,53.72999954223633,54.18000030517578,50.02000045776367
2024-10-23,52.91999816894531,54.18999862670898,54.04999923706055
2024-10-24,52.720001220703125,54.29999923706055,53.650001525878906
2024-10-25,52.06999969482422,53.40999984741211,53.20000076293945
2024-10-28,52.72999954223633,52.86000061035156,52.25
2024-10-29,51.540000915527344,52.220001220703125,52.130001068115234
2024-10-30,51.970001220703125,52.72999954223633,51.5
2024-10-31,50.7599983215332,52.119998931884766,51.75
2024-11-01,50.959999084472656,51.77999877929688,51.150001525878906
2024-11-04,51.79999923706055,52.77000045776367,50.9900016784668
2024-11-05,53.70000076293945,53.7400016784668,51.65999984741211
2024-11-06,55.04999923706055,55.380001068115234,54.47999954223633
2024-11-07,55.38999938964844,55.93000030517578,55.130001068115234
2024-11-08,55.58000183105469,56.08000183105469,55.09999847412109
2024-11-11,57.65999984741211,58.220001220703125,56.16999816894531
2024-11-12,57.40999984741211,58.290000915527344,57.5
2024-11-13,57.709999084472656,58.41999816894531,57.61000061035156
2024-11-14,57.619998931884766,59.38999938964844,57.790000915527344
2024-11-15,57.040000915527344,57.83000183105469,57.52999877929688
2024-11-18,56.25,57.52000045776367,57.4900016784668
2024-11-19,55.11000061035156,56.77999877929688,55.02000045776367
2024-11-20,54.869998931884766,55.4900016784668,55.0
2024-11-21,55.68000030517578,55.810001373291016,55.20000076293945
2024-11-22,58.52999877929688,58.900001525878906,55.7400016784668
2024-11-25,60.20000076293945,61.2400016784668,59.15999984741211
2024-11-26,54.790000915527344,58.31999969482422,57.650001525878906
2024-11-27,55.5,56.06999969482422,55.20000076293945
2024-11-29,55.59000015258789,56.9900016784668,56.43000030517578
2024-12-02,55.040000915527344,55.619998931884766,55.5
2024-12-03,53.65999984741211,55.209999084472656,55.09999847412109
2024-12-04,53.36000061035156,53.83000183105469,53.619998931884766
2024-12-05,53.38999938964844,53.90999984741211,53.61000061035156
2024-12-06,53.40999984741211,53.900001525878906,53.709999084472656
2024-12-09,52.709999084472656,54.459999084472656,54.0
2024-12-10,52.7400016784668,53.77000045776367,53.77000045776367
2024-12-11,52.040000915527344,53.45000076293945,53.25
2024-12-12,52.29999923706055,52.68999862670898,52.400001525878906
2024-12-13,52.52999877929688,52.81999969482422,52.25
2024-12-16,52.2400016784668,52.619998931884766,52.04999923706055
2024-12-17,51.150001525878906,51.93000030517578,51.59000015258789
2024-12-18,49.9900016784668,51.86000061035156,51.2599983215332
2024-12-19,50.34000015258789,51.34000015258789,50.619998931884766
2024-12-20,51.810001373291016,52.13999938964844,50.09000015258789
2024-12-23,52.560001373291016,52.59000015258789,51.4900016784668
2024-12-24,53.5099983215332,53.630001068115234,52.70000076293945
2024-12-26,54.18000030517578,54.380001068115234,53.369998931884766
2024-12-27,54.27999877929688,54.86000061035156,53.810001373291016
2024-12-30,53.65999984741211,54.09999847412109,53.7400016784668
2024-12-31,53.27000045776367,54.220001220703125,53.88999938964844
2025-01-02,51.369998931884766,53.470001220703125,53.31999969482422
2025-01-03,51.77000045776367,51.959999084472656,51.5
2025-01-06,53.52999877929688,54.400001525878906,52.7599983215332
2025-01-07,51.97999954223633,53.70000076293945,53.70000076293945
2025-01-08,51.0,51.75,51.75
2025-01-10,49.84999847412109,50.84000015258789,50.77999877929688
2025-01-13,49.93000030517578,50.09999847412109,49.040000915527344
2025-01-14,50.93999862670898,51.41999816894531,50.43000030517578
2025-01-15,51.70000076293945,52.95000076293945,52.20000076293945
2025-01-16,51.84000015258789,52.02000045776367,51.65999984741211
2025-01-17,50.970001220703125,52.18999862670898,51.93000030517578
2025-01-21,53.88999938964844,54.060001373291016,51.790000915527344
2025-01-22,52.7599983215332,53.45000076293945,53.33000183105469
2025-01-23,54.220001220703125,54.34999847412109,53.040000915527344
2025-01-24,53.90999984741211,54.59999847412109,54.18999862670898
2025-01-27,54.91999816894531,55.060001373291016,54.2599983215332
2025-01-28,50.040000915527344,50.97999954223633,50.97999954223633
2025-01-29,49.77999877929688,50.61000061035156,50.27999877929688
2025-01-30,49.5,50.9900016784668,50.45000076293945
2025-01-31,49.459999084472656,51.72999954223633,49.66999816894531
2025-02-03,47.900001525878906,49.22999954223633,46.5
2025-02-04,48.56999969482422,48.93999862670898,47.16999816894531
2025-02-05,47.810001373291016,48.790000915527344,48.709999084472656
2025-02-06,47.93000030517578,48.38999938964844,47.9900016784668
2025-02-07,47.38999938964844,48.31999969482422,47.68999862670898
2025-02-10,46.56999969482422,47.59999847412109,47.400001525878906
2025-02-11,46.70000076293945,46.84000015258789,46.36000061035156
2025-02-12,47.68999862670898,47.9900016784668,46.41999816894531
2025-02-13,47.88999938964844,48.630001068115234,48.13999938964844
2025-02-14,48.369998931884766,48.68000030517578,48.38999938964844
2025-02-18,48.130001068115234,48.709999084472656,48.70000076293945
2025-02-19,47.79999923706055,47.970001220703125,47.72999954223633
2025-02-20,47.88999938964844,47.90999984741211,47.790000915527344
2025-02-21,46.290000915527344,48.09000015258789,47.93000030517578
2025-02-24,46.56999969482422,46.90999984741211,46.66999816894531
2025-02-25,46.709999084472656,47.02000045776367,46.720001220703125
2025-02-26,48.459999084472656,50.18999862670898,48.90999984741211
2025-02-27,47.630001068115234,48.93000030517578,47.79999923706055
2025-02-28,49.130001068115234,49.4900016784668,47.52000045776367
2025-03-03,47.380001068115234,50.5,49.97999954223633
2025-03-04,45.220001220703125,46.41999816894531,46.41999816894531
2025-03-05,48.47999954223633,49.06999969482422,46.70000076293945
2025-03-06,47.20000076293945,48.33000183105469,47.77000045776367
2025-03-07,47.43999862670898,47.81999969482422,47.77999877929688
2025-03-10,48.08000183105469,48.18000030517578,46.810001373291016
2025-03-11,48.27999877929688,48.81999969482422,48.0
2025-03-12,47.900001525878906,48.7400016784668,48.5
2025-03-13,47.11000061035156,49.27000045776367,47.77000045776367
2025-03-14,48.34000015258789,48.75,47.790000915527344
2025-03-17,49.0,49.27000045776367,48.5099983215332
2025-03-18,48.66999816894531,49.83000183105469,49.34999847412109
2025-03-19,49.790000915527344,50.209999084472656,48.83000183105469
2025-03-20,49.43999862670898,49.97999954223633,48.810001373291016
2025-03-21,49.79999923706055,50.040000915527344,48.97999954223633
2025-03-24,51.459999084472656,51.88999938964844,50.7599983215332
2025-03-25,52.59000015258789,52.7599983215332,51.5
2025-03-26,50.95000076293945,53.290000915527344,52.68999862670898
2025-03-27,47.20000076293945,48.400001525878906,46.9900016784668
2025-03-28,46.68000030517578,47.13999938964844,46.90999984741211
2025-03-31,47.02999877929688,47.27000045776367,45.65999984741211
2025-04-01,47.2599983215332,47.77000045776367,47.0099983215332
2025-04-02,47.97999954223633,48.27000045776367,46.869998931884766
2025-04-03,45.900001525878906,47.77999877929688,46.95000076293945
2025-04-04,44.18000030517578,44.72999954223633,44.459999084472656
2025-04-07,43.52999877929688,45.34999847412109,41.75
2025-04-08,42.47999954223633,45.400001525878906,44.93999862670898
2025-04-09,45.7400016784668,46.29999923706055,41.86000061035156
2025-04-10,43.72999954223633,44.459999084472656,44.15999984741211
2025-04-11,43.630001068115234,43.93999862670898,43.5
2025-04-14,45.13999938964844,45.869998931884766,43.869998931884766
2025-04-15,44.540000915527344,44.869998931884766,44.20000076293945
2025-04-16,44.220001220703125,45.060001373291016,44.36000061035156
2025-04-17,44.56999969482422,45.27999877929688,44.27000045776367
2025-04-21,44.38999938964844,44.68999862670898,44.470001220703125
2025-04-22,45.15999984741211,45.650001525878906,45.09999847412109
2025-04-23,45.84000015258789,47.41999816894531,46.5
2025-04-24,46.880001068115234,47.06999969482422,46.209999084472656
2025-04-25,47.11000061035156,47.560001373291016,46.540000915527344
2025-04-28,47.2400016784668,47.810001373291016,47.20000076293945
2025-04-29,46.93999862670898,47.459999084472656,45.90999984741211
2025-04-30,45.2400016784668,46.540000915527344,46.209999084472656
2025-05-01,45.04999923706055,46.540000915527344,46.5
2025-05-02,45.29999923706055,45.81999969482422,45.709999084472656
2025-05-05,45.380001068115234,45.75,45.27999877929688
2025-05-06,45.459999084472656,45.970001220703125,45.0099983215332
2025-05-07,45.470001220703125,45.93999862670898,45.709999084472656
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Indicator data:
date,5-day,20-day,60-day
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2025-05-29,48.219778866238066,49.54267769421334,48.97952843314948
2025-05-30,49.16800062391493,49.24502695058847,49.15336778211161
2025-06-02,48.62688819037544,48.882806287493025,49.27766536656595
2025-06-03,48.39311108059354,48.660521245683945,49.39279397169232
2025-06-04,48.11022169325088,48.39330088000277,49.465649356483254
2025-06-05,47.19399905734591,48.0738632109671,49.49142001058307
2025-06-06,47.023556264241535,47.792918335885716,49.4842627216588
2025-06-09,47.59933446248372,47.59730329604376,49.460413780509235
2025-06-10,48.700444963243264,47.60581595020377,49.44868044404483
2025-06-11,49.96111043294271,47.85813489377241,49.47508170649314
2025-06-12,50.03666475084092,48.17359563720176,49.51665781723615
2025-06-13,49.06266657511393,48.42366356473981,49.556008159742355
2025-06-16,48.86466801961263,48.67305842775287,49.602781846112556
2025-06-17,48.565777587890615,48.78778736742028,49.62423074047266
2025-06-18,47.97333263821073,48.811162689341096,49.6123576124164
2025-06-20,47.904000430636934,48.78066099984305,49.569031573577504
2025-06-23,48.29577865600586,48.730680552726184,49.50434675792324
2025-06-24,48.91155590481228,48.72697802820247,49.436580374750534
2025-06-25,48.641333940294054,48.65057861906109,49.34779724331372
2025-06-26,48.750667063395184,48.635268310778066,49.26941817023952
2025-06-27,49.60977783203125,48.73288006076565,49.218251873613475
2025-06-30,49.69399939643012,48.86018687458782,49.180560697357315
2025-07-01,51.19844301011827,49.30462558482116,49.222250658910255
2025-07-02,53.170666080051,49.997136706397654,49.34497193654234

Answer: 22.3256