Question: Calculate the percentage of days with short alignment in the 5, 20, 60-day Double Exponential Moving Average lines for Progressive Corporation from February 26, 2022 to July 03, 2022. (Smoothing factor alpha = 2 / (n + 1); Require 5n data points to warm up; Use the first data point as the initial value) 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: DEMA = 2 * EMA1 - EMA2; EMA1 = EMA_n(P); EMA2 = EMA_n(EMA1)
Data:
date,close,high,open
2020-12-17,96.30999755859376,98.55999755859376,96.66000366210938
2020-12-18,96.9499969482422,97.26000213623048,96.36000061035156
2020-12-21,97.94000244140624,98.06999969482422,96.83999633789062
2020-12-22,97.98999786376952,98.66000366210938,97.6999969482422
2020-12-23,97.51000213623048,98.8499984741211,98.68000030517578
2020-12-24,98.30999755859376,98.45999908447266,97.4000015258789
2020-12-28,98.12000274658205,98.95999908447266,98.72000122070312
2020-12-29,97.69000244140624,98.94000244140624,98.48999786376952
2020-12-30,97.41000366210938,98.5,98.29000091552734
2020-12-31,98.87999725341795,98.94000244140624,97.81999969482422
2021-01-04,97.12999725341795,98.22000122070312,97.58000183105467
2021-01-05,96.9499969482422,97.62999725341795,97.44000244140624
2021-01-06,98.79000091552734,98.91000366210938,96.5999984741211
2021-01-07,94.73999786376952,95.33000183105467,94.54000091552734
2021-01-08,94.5,94.8499984741211,92.98999786376952
2021-01-11,95.08999633789062,95.12999725341795,94.20999908447266
2021-01-12,95.06999969482422,96.04000091552734,94.87000274658205
2021-01-13,94.93000030517578,95.51000213623048,95.08000183105467
2021-01-14,93.4499969482422,95.61000061035156,95.30999755859376
2021-01-15,94.8000030517578,95.01000213623048,93.4499969482422
2021-01-19,96.19000244140624,97.1500015258789,95.0
2021-01-20,96.05999755859376,96.8499984741211,95.94000244140624
2021-01-21,94.26000213623048,96.63999938964844,96.1500015258789
2021-01-22,92.30999755859376,94.2699966430664,94.0
2021-01-25,92.41999816894533,93.58999633789062,92.2699966430664
2021-01-26,91.72000122070312,92.83000183105467,92.52999877929688
2021-01-27,87.04000091552734,91.33000183105467,90.79000091552734
2021-01-28,88.48999786376953,89.69999694824219,87.5199966430664
2021-01-29,87.19000244140625,89.06999969482422,88.18000030517578
2021-02-01,86.19000244140625,88.12000274658203,87.48999786376953
2021-02-02,86.75,88.2699966430664,86.94000244140625
2021-02-03,86.95999908447266,87.08999633789062,86.16999816894531
2021-02-04,88.13999938964844,88.22000122070312,86.94999694824219
2021-02-05,87.47000122070312,88.94999694824219,88.33000183105469
2021-02-08,86.16999816894531,88.0199966430664,87.91999816894531
2021-02-09,86.2699966430664,86.86000061035156,86.44000244140625
2021-02-10,85.52999877929688,86.97000122070312,86.79000091552734
2021-02-11,86.37000274658203,86.75,85.61000061035156
2021-02-12,86.2699966430664,86.62000274658203,86.0
2021-02-16,85.12999725341797,87.16000366210938,86.5
2021-02-17,86.25,86.43000030517578,85.08000183105469
2021-02-18,88.0999984741211,88.5199966430664,86.27999877929688
2021-02-19,87.05999755859375,88.72000122070312,88.44999694824219
2021-02-22,87.79000091552734,88.11000061035156,87.0
2021-02-23,89.75,90.48999786376952,88.44000244140625
2021-02-24,87.73999786376953,91.0,89.75
2021-02-25,87.11000061035156,88.63999938964844,87.73999786376953
2021-02-26,85.94999694824219,87.68000030517578,87.61000061035156
2021-03-01,87.63999938964844,88.25,86.4800033569336
2021-03-02,88.70999908447266,89.23999786376953,87.7699966430664
2021-03-03,88.86000061035156,90.37999725341795,88.41000366210938
2021-03-04,86.98999786376953,89.30000305175781,88.68000030517578
2021-03-05,89.55999755859375,89.80000305175781,87.94999694824219
2021-03-08,91.0199966430664,92.5999984741211,89.5199966430664
2021-03-09,90.18000030517578,91.2300033569336,90.4800033569336
2021-03-10,92.22000122070312,92.86000061035156,90.43000030517578
2021-03-11,92.79000091552734,93.58000183105467,92.12000274658205
2021-03-12,93.04000091552734,93.43000030517578,93.33999633789062
2021-03-15,93.37999725341795,93.6999969482422,93.33000183105467
2021-03-16,93.37000274658205,93.54000091552734,92.79000091552734
2021-03-17,91.0999984741211,92.80999755859376,91.3000030517578
2021-03-18,90.3499984741211,91.44000244140624,91.4000015258789
2021-03-19,90.94000244140624,91.58999633789062,90.77999877929688
2021-03-22,90.12999725341795,91.26000213623048,90.2699966430664
2021-03-23,90.75,91.3499984741211,89.9800033569336
2021-03-24,92.48999786376952,93.87999725341795,90.87000274658205
2021-03-25,94.2300033569336,94.5199966430664,93.0500030517578
2021-03-26,95.25,95.47000122070312,94.33999633789062
2021-03-29,96.1999969482422,96.9800033569336,95.02999877929688
2021-03-30,95.5500030517578,96.37000274658205,96.02999877929688
2021-03-31,95.61000061035156,95.68000030517578,95.5500030517578
2021-04-01,95.5500030517578,95.83999633789062,95.4499969482422
2021-04-05,96.72000122070312,97.29000091552734,95.9000015258789
2021-04-06,95.43000030517578,96.86000061035156,96.79000091552734
2021-04-07,95.86000061035156,96.2300033569336,95.48999786376952
2021-04-08,94.9800033569336,96.16999816894533,95.69000244140624
2021-04-09,95.68000030517578,95.97000122070312,95.5500030517578
2021-04-12,96.43000030517578,96.47000122070312,95.8000030517578
2021-04-13,97.29000091552734,97.9000015258789,96.3000030517578
2021-04-14,97.18000030517578,97.6500015258789,97.20999908447266
2021-04-15,100.4000015258789,101.48999786376952,97.73999786376952
2021-04-16,98.76000213623048,100.61000061035156,100.26000213623048
2021-04-19,99.29000091552734,99.36000061035156,98.51000213623048
2021-04-20,99.79000091552734,100.55999755859376,99.38999938964844
2021-04-21,101.20999908447266,101.30999755859376,100.37000274658205
2021-04-22,100.1500015258789,100.91999816894533,100.7300033569336
2021-04-23,100.76000213623048,101.0,100.26000213623048
2021-04-26,99.86000061035156,101.04000091552734,100.81999969482422
2021-04-27,99.91000366210938,100.06999969482422,99.72000122070312
2021-04-28,100.36000061035156,100.5999984741211,100.37999725341795
2021-04-29,101.9499969482422,102.04000091552734,100.4000015258789
2021-04-30,100.73999786376952,102.23999786376952,101.77999877929688
2021-05-03,102.55999755859376,102.9499969482422,101.79000091552734
2021-05-04,103.12999725341795,103.16999816894533,102.30999755859376
2021-05-05,103.8000030517578,104.05999755859376,103.13999938964844
2021-05-06,104.1999969482422,104.79000091552734,104.5
2021-05-07,105.18000030517578,105.41999816894533,103.8000030517578
2021-05-10,105.73999786376952,107.1500015258789,105.56999969482422
2021-05-11,105.08000183105467,107.44000244140624,107.44000244140624
2021-05-12,104.76000213623048,105.98999786376952,105.0999984741211
2021-05-13,106.0500030517578,106.80999755859376,104.4000015258789
2021-05-14,107.0999984741211,107.58999633789062,106.51000213623048
2021-05-17,106.55999755859376,107.52999877929688,107.0999984741211
2021-05-18,105.9800033569336,106.66999816894533,106.38999938964844
2021-05-19,101.0,105.6999969482422,105.3499984741211
2021-05-20,102.04000091552734,102.83000183105467,99.16999816894533
2021-05-21,99.13999938964844,102.33999633789062,102.05999755859376
2021-05-24,97.45999908447266,100.0999984741211,99.22000122070312
2021-05-25,97.27999877929688,98.18000030517578,96.70999908447266
2021-05-26,98.4000015258789,99.0199966430664,98.2300033569336
2021-05-27,99.1500015258789,99.29000091552734,98.72000122070312
2021-05-28,99.08000183105467,100.05999755859376,99.70999908447266
2021-06-01,99.30999755859376,100.31999969482422,99.45999908447266
2021-06-02,100.47000122070312,100.66000366210938,99.58000183105467
2021-06-03,99.95999908447266,101.13999938964844,100.23999786376952
2021-06-04,100.36000061035156,100.55999755859376,100.26000213623048
2021-06-07,96.38999938964844,98.75,98.75
2021-06-08,95.86000061035156,96.6500015258789,96.41000366210938
2021-06-09,94.81999969482422,96.25,95.87999725341795
2021-06-10,94.0199966430664,95.73999786376952,95.05999755859376
2021-06-11,93.5999984741211,94.43000030517578,94.29000091552734
2021-06-14,93.12000274658205,93.4000015258789,93.23999786376952
2021-06-15,93.76000213623048,94.08999633789062,93.27999877929688
2021-06-16,92.91999816894533,94.4800033569336,93.20999908447266
2021-06-17,91.83999633789062,93.23999786376952,92.86000061035156
2021-06-18,92.30999755859376,92.4800033569336,90.77999877929688
2021-06-21,94.5999984741211,94.79000091552734,92.70999908447266
2021-06-22,94.9499969482422,95.41000366210938,94.55999755859376
2021-06-23,94.91999816894533,95.58999633789062,94.91000366210938
2021-06-24,95.69000244140624,95.8499984741211,95.31999969482422
2021-06-25,96.8499984741211,96.9800033569336,95.87999725341795
2021-06-28,97.33000183105467,97.94000244140624,96.7699966430664
2021-06-29,98.44000244140624,98.7699966430664,97.6999969482422
2021-06-30,98.20999908447266,98.86000061035156,98.48999786376952
2021-07-01,98.83999633789062,99.48999786376952,98.5199966430664
2021-07-02,98.97000122070312,99.2300033569336,98.97000122070312
2021-07-06,97.86000061035156,98.9000015258789,98.86000061035156
2021-07-07,99.11000061035156,99.5199966430664,97.63999938964844
2021-07-08,98.48999786376952,99.4499969482422,98.20999908447266
2021-07-09,99.62999725341795,101.37000274658205,99.9000015258789
2021-07-12,99.87999725341795,100.3499984741211,99.5
2021-07-13,97.79000091552734,99.6500015258789,99.5500030517578
2021-07-14,97.4499969482422,98.62000274658205,98.0
2021-07-15,94.9499969482422,95.5,90.0
2021-07-16,96.18000030517578,96.30999755859376,93.41000366210938
2021-07-19,94.56999969482422,95.6999969482422,95.29000091552734
2021-07-20,94.41999816894533,96.0,94.83000183105467
2021-07-21,94.01000213623048,95.4000015258789,94.51000213623048
2021-07-22,93.4000015258789,93.9000015258789,93.81999969482422
2021-07-23,94.7300033569336,94.81999969482422,93.69000244140624
2021-07-26,94.63999938964844,94.97000122070312,94.4000015258789
2021-07-27,95.87999725341795,96.25,94.41000366210938
2021-07-28,94.5199966430664,95.9499969482422,95.87999725341795
2021-07-29,95.76000213623048,96.08999633789062,94.97000122070312
2021-07-30,95.16000366210938,96.01000213623048,95.66000366210938
2021-08-02,95.04000091552734,96.23999786376952,95.63999938964844
2021-08-03,96.61000061035156,96.79000091552734,95.5199966430664
2021-08-04,95.3499984741211,96.36000061035156,96.3499984741211
2021-08-05,95.41999816894533,95.58999633789062,95.58999633789062
2021-08-06,96.91999816894533,97.44000244140624,95.87999725341795
2021-08-09,97.12000274658205,97.58999633789062,97.16999816894533
2021-08-10,96.3499984741211,97.37999725341795,96.9499969482422
2021-08-11,97.08999633789062,97.1500015258789,96.5
2021-08-12,96.94000244140624,97.47000122070312,97.0999984741211
2021-08-13,96.12000274658205,97.16999816894533,97.06999969482422
2021-08-16,97.0999984741211,97.22000122070312,95.69000244140624
2021-08-17,95.66999816894533,96.52999877929688,96.5
2021-08-18,95.56999969482422,96.2699966430664,94.94000244140624
2021-08-19,96.1999969482422,96.97000122070312,95.47000122070312
2021-08-20,97.56999969482422,98.61000061035156,96.37000274658205
2021-08-23,97.29000091552734,98.20999908447266,97.37000274658205
2021-08-24,96.62999725341795,97.79000091552734,97.38999938964844
2021-08-25,96.22000122070312,97.0,96.54000091552734
2021-08-26,96.2300033569336,96.47000122070312,96.16000366210938
2021-08-27,97.48999786376952,97.6500015258789,96.5500030517578
2021-08-30,96.1500015258789,97.7300033569336,97.56999969482422
2021-08-31,96.33999633789062,97.3000030517578,96.33999633789062
2021-09-01,96.41000366210938,96.62999725341795,96.23999786376952
2021-09-02,96.3499984741211,97.0500030517578,96.44000244140624
2021-09-03,96.2300033569336,96.68000030517578,96.16999816894533
2021-09-07,94.26000213623048,95.9000015258789,95.7300033569336
2021-09-08,94.29000091552734,94.73999786376952,94.26000213623048
2021-09-09,93.22000122070312,94.47000122070312,94.18000030517578
2021-09-10,93.12000274658205,93.7699966430664,93.2699966430664
2021-09-13,94.0,94.33999633789062,93.6500015258789
2021-09-14,93.1999969482422,94.2300033569336,93.91000366210938
2021-09-15,93.30999755859376,93.70999908447266,93.30999755859376
2021-09-16,92.98999786376952,93.37000274658205,93.37000274658205
2021-09-17,92.61000061035156,92.95999908447266,92.66999816894533
2021-09-20,92.20999908447266,92.47000122070312,91.94000244140624
2021-09-21,92.06999969482422,93.26000213623048,92.38999938964844
2021-09-22,92.04000091552734,92.76000213623048,92.75
2021-09-23,91.56999969482422,92.4800033569336,92.2699966430664
2021-09-24,91.55999755859376,92.29000091552734,91.93000030517578
2021-09-27,90.68000030517578,92.29000091552734,91.45999908447266
2021-09-28,90.3499984741211,91.0,90.6500015258789
2021-09-29,91.13999938964844,91.98999786376952,89.7300033569336
2021-09-30,90.38999938964844,92.0199966430664,91.51000213623048
2021-10-01,90.94000244140624,91.63999938964844,90.6999969482422
2021-10-04,90.30999755859376,91.5,90.9000015258789
2021-10-05,91.26000213623048,91.66000366210938,90.9499969482422
2021-10-06,92.2699966430664,92.4000015258789,91.01000213623048
2021-10-07,91.13999938964844,93.33000183105467,92.66000366210938
2021-10-08,90.93000030517578,91.73999786376952,91.25
2021-10-11,91.1999969482422,92.43000030517578,91.06999969482422
2021-10-12,90.5199966430664,91.4499969482422,91.20999908447266
2021-10-13,90.81999969482422,90.93000030517578,90.43000030517578
2021-10-14,90.01000213623047,91.18000030517578,90.25
2021-10-15,91.25,92.2699966430664,90.52999877929688
2021-10-18,90.33999633789062,91.0500030517578,90.98999786376952
2021-10-19,92.62000274658205,92.7300033569336,90.87999725341795
2021-10-20,94.5,94.54000091552734,92.93000030517578
2021-10-21,94.62999725341795,94.79000091552734,94.70999908447266
2021-10-22,95.62000274658205,96.48999786376952,94.88999938964844
2021-10-25,96.3499984741211,96.6500015258789,95.62999725341795
2021-10-26,96.25,96.9000015258789,96.41000366210938
2021-10-27,94.3000030517578,96.5199966430664,96.5199966430664
2021-10-28,95.69000244140624,95.81999969482422,94.5500030517578
2021-10-29,94.87999725341795,95.98999786376952,95.88999938964844
2021-11-01,94.6999969482422,95.08999633789062,94.83999633789062
2021-11-02,94.62000274658205,94.94000244140624,94.91999816894533
2021-11-03,95.1500015258789,95.5,94.4800033569336
2021-11-04,94.56999969482422,95.97000122070312,94.72000122070312
2021-11-05,95.83999633789062,96.68000030517578,94.86000061035156
2021-11-08,96.41000366210938,96.61000061035156,95.94000244140624
2021-11-09,95.4499969482422,96.36000061035156,96.01000213623048
2021-11-10,95.70999908447266,96.25,95.5
2021-11-11,95.86000061035156,96.11000061035156,95.11000061035156
2021-11-12,96.16999816894533,96.44000244140624,96.0199966430664
2021-11-15,93.9800033569336,96.48999786376952,96.4499969482422
2021-11-16,93.87999725341795,95.08000183105467,94.0999984741211
2021-11-17,90.7300033569336,94.13999938964844,93.62000274658205
2021-11-18,90.72000122070312,91.77999877929688,90.51000213623048
2021-11-19,90.3000030517578,91.2300033569336,90.3499984741211
2021-11-22,92.0500030517578,92.83999633789062,90.61000061035156
2021-11-23,94.5199966430664,94.75,92.88999938964844
2021-11-24,95.63999938964844,95.91000366210938,94.43000030517578
2021-11-26,94.58999633789062,95.91000366210938,94.3499984741211
2021-11-29,94.97000122070312,95.62000274658205,95.20999908447266
2021-11-30,92.94000244140624,94.66000366210938,94.1500015258789
2021-12-01,93.12999725341795,95.36000061035156,93.95999908447266
2021-12-02,96.0,96.87999725341795,93.5999984741211
2021-12-03,95.22000122070312,96.30999755859376,96.12999725341795
2021-12-06,96.79000091552734,97.12999725341795,96.43000030517578
2021-12-07,96.80999755859376,97.41999816894533,97.16000366210938
2021-12-08,95.12000274658205,97.27999877929688,96.94000244140624
2021-12-09,95.25,95.58000183105467,94.36000061035156
2021-12-10,95.05999755859376,95.91000366210938,95.76000213623048
2021-12-13,96.69000244140624,97.29000091552734,94.70999908447266
2021-12-14,97.13999938964844,98.0,96.86000061035156
2021-12-15,101.80999755859376,103.16999816894533,98.0
2021-12-16,103.0199966430664,103.7699966430664,101.18000030517578
2021-12-17,100.97000122070312,102.3000030517578,101.6999969482422
2021-12-20,101.5199966430664,101.66999816894533,100.1999969482422
2021-12-21,101.22000122070312,103.0999984741211,102.02999877929688
2021-12-22,101.16000366210938,101.3499984741211,101.3499984741211
2021-12-23,101.25,102.20999908447266,101.5
2021-12-27,103.31999969482422,103.33999633789062,101.45999908447266
2021-12-28,103.3499984741211,104.06999969482422,103.3000030517578
2021-12-29,103.97000122070312,104.58999633789062,103.41999816894533
2021-12-30,103.0500030517578,104.66000366210938,104.2300033569336
2021-12-31,102.6500015258789,103.69000244140624,103.2300033569336
2022-01-03,102.0,102.83000183105467,102.5
2022-01-04,102.16000366210938,102.62000274658205,102.23999786376952
2022-01-05,102.88999938964844,104.0500030517578,102.4000015258789
2022-01-06,105.25,105.41000366210938,104.45999908447266
2022-01-07,109.18000030517578,109.29000091552734,105.56999969482422
2022-01-10,110.0,110.68000030517578,109.68000030517578
2022-01-11,108.91999816894533,110.91000366210938,110.37000274658205
2022-01-12,109.8499984741211,110.4499969482422,108.33000183105467
2022-01-13,109.26000213623048,110.83999633789062,110.01000213623048
2022-01-14,109.75,109.94000244140624,109.0199966430664
2022-01-18,109.87000274658205,109.9800033569336,109.54000091552734
2022-01-19,107.62999725341795,109.8499984741211,109.56999969482422
2022-01-20,107.16999816894533,108.9000015258789,107.8499984741211
2022-01-21,108.0199966430664,108.76000213623048,107.87999725341795
2022-01-24,109.87999725341795,111.12999725341795,108.37999725341795
2022-01-25,109.3000030517578,110.41999816894533,109.6500015258789
2022-01-26,107.62999725341795,111.8499984741211,111.8499984741211
2022-01-27,107.63999938964844,110.04000091552734,108.16000366210938
2022-01-28,108.72000122070312,108.7300033569336,107.9499969482422
2022-01-31,108.66000366210938,108.79000091552734,107.86000061035156
2022-02-01,108.0999984741211,108.25,108.25
2022-02-02,109.4800033569336,109.77999877929688,107.79000091552734
2022-02-03,109.6999969482422,110.51000213623048,109.6999969482422
2022-02-04,109.06999969482422,110.1500015258789,109.48999786376952
2022-02-07,109.0999984741211,109.73999786376952,109.33000183105467
2022-02-08,109.1999969482422,109.6999969482422,109.5199966430664
2022-02-09,108.43000030517578,109.66999816894533,109.0
2022-02-10,106.51000213623048,108.37000274658205,107.81999969482422
2022-02-11,106.1999969482422,107.51000213623048,106.3000030517578
2022-02-14,106.20999908447266,106.52999877929688,105.36000061035156
2022-02-15,105.77999877929688,107.62000274658205,106.70999908447266
2022-02-16,106.08000183105467,107.98999786376952,105.68000030517578
2022-02-17,105.2300033569336,105.98999786376952,105.83999633789062
2022-02-18,106.41000366210938,106.88999938964844,105.13999938964844
2022-02-22,106.25,107.69000244140624,106.81999969482422
2022-02-23,104.62000274658205,106.76000213623048,106.6500015258789
2022-02-24,102.87999725341795,103.91999816894533,103.43000030517578
2022-02-25,107.23999786376952,107.30999755859376,102.63999938964844
2022-02-28,105.93000030517578,106.72000122070312,103.7300033569336
2022-03-01,103.23999786376952,105.87000274658205,105.2300033569336
2022-03-02,104.91999816894533,105.31999969482422,103.26000213623048
2022-03-03,105.08000183105467,106.2699966430664,105.33999633789062
2022-03-04,107.19000244140624,107.25,104.0199966430664
2022-03-07,106.5199966430664,108.68000030517578,106.16000366210938
2022-03-08,103.76000213623048,108.80999755859376,106.43000030517578
2022-03-09,104.0999984741211,105.61000061035156,104.43000030517578
2022-03-10,104.66999816894533,105.20999908447266,103.83999633789062
2022-03-11,105.54000091552734,106.75,104.51000213623048
2022-03-14,105.70999908447266,107.87000274658205,106.87000274658205
2022-03-15,107.30999755859376,107.54000091552734,106.63999938964844
2022-03-16,106.13999938964844,107.9499969482422,107.4000015258789
2022-03-17,109.5199966430664,109.94000244140624,106.22000122070312
2022-03-18,111.22000122070312,111.52999877929688,111.08000183105467
2022-03-21,112.18000030517578,113.54000091552734,111.77999877929688
2022-03-22,113.3499984741211,113.5500030517578,112.87000274658205
2022-03-23,114.0,114.62000274658205,113.44000244140624
2022-03-24,114.0999984741211,114.98999786376952,114.27999877929688
2022-03-25,116.66999816894533,116.73999786376952,114.1999969482422
2022-03-28,116.87999725341795,117.22000122070312,117.0
2022-03-29,116.19000244140624,117.31999969482422,117.06999969482422
2022-03-30,117.16999816894533,117.19000244140624,116.4000015258789
2022-03-31,113.98999786376952,117.58000183105467,117.0199966430664
2022-04-01,115.19000244140624,115.33000183105467,114.13999938964844
2022-04-04,114.0999984741211,116.06999969482422,115.0
2022-04-05,114.2300033569336,115.91000366210938,114.22000122070312
2022-04-06,116.87000274658205,116.9499969482422,114.23999786376952
2022-04-07,119.52999877929688,120.08999633789062,117.0
2022-04-08,118.51000213623048,120.16999816894533,119.5999984741211
2022-04-11,118.43000030517578,119.08999633789062,118.58999633789062
2022-04-12,115.3000030517578,117.88999938964844,117.37999725341795
2022-04-13,113.91000366210938,115.61000061035156,115.01000213623048
2022-04-14,112.11000061035156,113.27999877929688,112.27999877929688
2022-04-18,109.63999938964844,110.7699966430664,109.58999633789062
2022-04-19,111.1500015258789,111.4499969482422,109.55999755859376
2022-04-20,113.04000091552734,113.16999816894533,111.63999938964844
2022-04-21,113.0199966430664,116.20999908447266,113.58999633789062
2022-04-22,108.33999633789062,112.70999908447266,112.56999969482422
2022-04-25,110.55999755859376,110.88999938964844,108.19000244140624
2022-04-26,108.41000366210938,111.0,109.51000213623048
2022-04-27,106.9499969482422,109.3000030517578,108.83000183105467
2022-04-28,110.41999816894533,110.62000274658205,107.69000244140624
2022-04-29,107.36000061035156,109.70999908447266,109.66000366210938
2022-05-02,110.33000183105467,110.4800033569336,108.16000366210938
2022-05-03,112.2300033569336,113.26000213623048,110.5500030517578
2022-05-04,115.83999633789062,115.91000366210938,112.58999633789062
2022-05-05,112.41000366210938,115.66000366210938,114.9800033569336
2022-05-06,109.45999908447266,112.9499969482422,112.0
2022-05-09,108.75,110.18000030517578,109.5
2022-05-10,108.2699966430664,110.94000244140624,110.16999816894533
2022-05-11,107.87000274658205,110.13999938964844,107.7699966430664
2022-05-12,108.8000030517578,109.02999877929688,108.01000213623048
2022-05-13,107.81999969482422,109.72000122070312,109.55999755859376
2022-05-16,109.75,110.87999725341795,108.48999786376952
2022-05-17,111.19000244140624,111.37000274658205,109.9499969482422
2022-05-18,111.9000015258789,113.4000015258789,111.08999633789062
2022-05-19,110.41999816894533,111.36000061035156,110.79000091552734
2022-05-20,110.98999786376952,111.36000061035156,110.7699966430664
2022-05-23,112.94000244140624,113.8000030517578,112.45999908447266
2022-05-24,114.7300033569336,115.05999755859376,112.94000244140624
2022-05-25,115.62000274658205,116.76000213623048,114.48999786376952
2022-05-26,116.80999755859376,117.58000183105467,116.33999633789062
2022-05-27,120.33999633789062,120.37999725341795,117.0199966430664
2022-05-31,119.37999725341795,120.4800033569336,119.37999725341795
2022-06-01,118.47000122070312,119.36000061035156,119.0500030517578
2022-06-02,119.37999725341795,119.75,119.37999725341795
2022-06-03,119.11000061035156,119.7699966430664,118.5
2022-06-06,120.06999969482422,120.5500030517578,120.2699966430664
2022-06-07,121.19000244140624,121.36000061035156,119.3000030517578
2022-06-08,119.62999725341795,120.94000244140624,120.86000061035156
2022-06-09,115.54000091552734,119.91000366210938,119.4499969482422
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2022-06-13,113.54000091552734,114.94000244140624,111.72000122070312
2022-06-14,112.41000366210938,114.62000274658205,114.0199966430664
2022-06-15,112.56999969482422,114.33999633789062,113.0500030517578
2022-06-16,110.20999908447266,111.98999786376952,111.0199966430664
2022-06-17,109.55999755859376,111.08000183105467,110.23999786376952
2022-06-21,112.18000030517578,112.4800033569336,110.93000030517578
2022-06-22,111.8499984741211,113.31999969482422,111.37000274658205
2022-06-23,109.75,112.9800033569336,112.5
2022-06-24,115.98999786376952,116.37000274658205,111.37999725341795
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2022-06-28,115.41999816894533,118.36000061035156,117.23999786376952
2022-06-29,113.63999938964844,116.77999877929688,116.05999755859376
2022-06-30,116.2699966430664,116.4000015258789,113.05999755859376
2022-07-01,118.4800033569336,118.9499969482422,116.38999938964844

Indicator data:
date,5-day,20-day,60-day
2021-06-09,95.4161133078148,98.09309051825971,101.27551230740387
2021-06-10,94.33303337796488,97.24407702574217,100.89332217984321
2021-06-11,93.58355034473989,96.44364608278264,100.50130479292234
2021-06-14,92.98561005127168,95.67555125501354,100.09619414423753
2021-06-15,93.09034654790274,95.13971344166546,99.7509925639777
2021-06-16,92.74463340772789,94.53618370646547,99.36743663418899
2021-06-17,92.01046707942173,93.831559844693,98.93202991962069
2021-06-18,91.92634152928395,93.32195583001996,98.547397128766
2021-06-21,93.20380357443898,93.31103789546101,98.32856989858071
2021-06-22,94.12114084676205,93.37728357770261,98.1424230992838
2021-06-23,94.60427543501628,93.44033492107592,97.96291586467268
2021-06-24,95.2818623738219,93.64505267560227,97.84137989878353
2021-06-25,96.27280326119757,94.04161183901364,97.80018850957684
2021-06-28,97.04402276643026,94.47878116574067,97.79159211605192
2021-06-29,98.0352294483539,95.06386746605324,97.85464767624653
2021-06-30,98.39296088569606,95.53171423648307,97.89943053527206
2021-07-01,98.88162202072215,96.05326889360454,97.98229286993612
2021-07-02,99.16640460642606,96.5290705526136,98.0691178558841
2021-07-06,98.65448504035217,96.73933829126779,98.07971746971366
2021-07-07,99.03313362987481,97.14838432965894,98.17002071838424
2021-07-08,98.86551669717005,97.38854728942181,98.21552054880898
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2021-07-12,99.77883088994169,98.20226674853363,98.458311300762
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2021-07-15,96.2863149074868,97.53462417251907,98.21000196418127
2021-07-16,96.02816042906157,97.29497296275224,98.1019147271351
2021-07-19,95.03585141913445,96.7966191618809,97.89488987458738
2021-07-20,94.45972970875519,96.34126242253147,97.68796876772134
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2021-07-29,95.28605485100873,94.97428968229865,96.62807725371796
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2021-08-02,95.15064353264574,94.88354341417175,96.42909838340405
2021-08-03,95.96863496576093,95.12745130672081,96.43444439220677
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2021-08-06,96.34762831105999,95.3908702712256,96.32306559075474
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2021-08-10,96.69042150856151,95.76746210732524,96.35915999390251
2021-08-11,96.98780786111496,95.98880369733374,96.39958627946207
2021-08-12,97.0480039060669,96.15277098267738,96.42847287046189
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2021-08-16,96.90159906898305,96.31687892137072,96.44237852638425
2021-08-17,96.26004190619551,96.20495852009356,96.38754375634741
2021-08-18,95.85379026630598,96.09034857860753,96.32902463497228
2021-08-19,95.99170017031153,96.10609505448477,96.31409805060058
2021-08-20,96.83725018440741,96.36836332000237,96.38837507682264
2021-08-23,97.13891192555364,96.54316034269489,96.44107196468072
2021-08-24,96.92310277488824,96.5732936635896,96.44871311048317
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2021-09-16,92.93284395253032,93.7768210125105,95.11878656994817
2021-09-17,92.64853214363224,93.47797733514659,94.93412380364796
2021-09-20,92.29566698826918,93.15291022290656,94.73307356218729
2021-09-21,92.05154193565907,92.85286300466558,94.53324877262776
2021-09-22,91.928426785908,92.5947033643751,94.34172961224098
2021-09-23,91.62499427780794,92.29308309771636,94.12977438379112
2021-09-24,91.47846813374835,92.03780549958981,93.92809317936079
2021-09-27,90.93351686502803,91.66486621396369,93.68011575503256
2021-09-28,90.47981344391616,91.29078301162686,93.42362279202824
2021-09-29,90.70263299095996,91.11933833826761,93.23132333441924
2021-09-30,90.43359350061147,90.84312771949851,93.00080473519428
2021-10-01,90.61473385465948,90.71268712413703,92.81782227540863
2021-10-04,90.38137892009019,90.49368443869163,92.60398879147293
2021-10-05,90.79751467435798,90.48508046872507,92.46275546068041
2021-10-06,91.5949594535939,90.66828503575222,92.39448199759362
2021-10-07,91.39660723574126,90.62779504675592,92.2575948147816
2021-10-08,91.16327255353386,90.56120095284682,92.11479061017462
2021-10-11,91.18364724666102,90.55901152190225,91.99733793532351
2021-10-12,90.81674135201779,90.43967712897776,91.84274449314474
2021-10-13,90.78736879326941,90.39714154247262,91.71605004777986
2021-10-14,90.3279413347797,90.2192192776054,91.54432014189719
2021-10-15,90.77731247770632,90.29661842254644,91.46199560895022
2021-10-18,90.52399623142335,90.20354432881578,91.3260588821213
2021-10-19,91.65763702751141,90.54219868912156,91.3448875684469
2021-10-20,93.31284982423504,91.17930803282601,91.48513009965686
2021-10-21,94.25262622754053,91.75454390860705,91.62795274721493
2021-10-22,95.26223779475383,92.43110264781188,91.82864480110737
2021-10-25,96.15625889012901,93.14627943568297,92.06755193520866
2021-10-26,96.51957351178316,93.74263730109232,92.28920361114878
2021-10-27,95.56776242663011,93.89981390959352,92.37504435340217
2021-10-28,95.77609500804762,94.28426167242677,92.54707104302676
2021-10-29,95.40911854350176,94.46477911102012,92.65913645207257
2021-11-01,95.08722646859664,94.58366265634376,92.75475135635949
2021-11-02,94.85669659878823,94.66752379216376,92.84113078548927
2021-11-03,95.02238332823762,94.83188589690852,92.95803537771619
2021-11-04,94.78797843492268,94.86410139768938,93.03234666787512
2021-11-05,95.36513231291977,95.11819010611511,93.185431163303
2021-11-08,95.99107855270341,95.43613530930398,93.36826028103887
2021-11-09,95.78248705261505,95.53108577336982,93.4806476825532
2021-11-10,95.79728200555127,95.65524208431242,93.60467306670513
2021-11-11,95.87749361889136,95.78458353175287,93.73263706361858
2021-11-12,96.08342042309019,95.9473811179839,93.87462887805158
2021-11-15,94.96789941226706,95.68538749411158,93.86867785099484
2021-11-16,94.30678712157771,95.4373110246153,93.85678005792727
2021-11-17,92.2155417312067,94.64868433007632,93.64250381927032
2021-11-18,91.11548277377233,93.96576112935162,93.4382721338875
2021-11-19,90.34929297071307,93.3010940803452,93.21720168481004
2021-11-22,90.9755097339139,93.04724108985616,93.12012696624758
2021-11-23,92.74543510360172,93.2784646852887,93.18747468754302
2021-11-24,94.35146585372684,93.68217911954905,93.32414981918265
2021-11-26,94.62509266235273,93.83993863816076,93.38677513471545
2021-11-29,94.9539188094754,94.04481802057062,93.47116448705553
2021-11-30,93.9740735987236,93.85266901264937,93.42078958122353
2021-12-01,93.52924271647184,93.72156499182489,93.38540139501616
2021-12-02,94.88162546545509,94.12951373843553,93.53713285602811
2021-12-03,95.17361564700994,94.33892766185721,93.63141637586881
2021-12-06,96.18076506634699,94.80315146271104,93.82258950102404
2021-12-07,96.70718914877598,95.20481114834553,94.00591185755705
2021-12-08,96.01369255760656,95.2415918902823,94.07142185782921
2021-12-09,95.67839367887183,95.29417980760157,94.14221841126181
2021-12-10,95.37621574544494,95.30235967973164,94.19738458780479
2021-12-13,96.11233735583426,95.60254987469627,94.35505324792413
2021-12-14,96.75368583009427,95.93977941326418,94.53408675241957
2021-12-15,99.67609675246325,97.07388507504236,95.00558335017408
2021-12-16,101.88426785445989,98.26471618750026,95.53202707333735
2021-12-17,101.85298297499062,98.91077405514314,95.90034300379773
2021-12-20,102.0465225127297,99.55808342627776,96.28582682217115
2021-12-21,101.90737308711599,100.05134125407298,96.63272468556112
2021-12-22,101.73582226913418,100.45483538335438,96.9583095161278
2021-12-23,101.64559558141207,100.80785524915225,97.2732159103445
2021-12-27,102.7115395971699,101.4763557619467,97.70559866266503
2021-12-28,103.26956515907771,102.04575068982442,98.11806350329596
2021-12-29,103.8709595252538,102.63615608625886,98.54953851251369
2021-12-30,103.6381404491901,102.96466373962618,98.89967202430431
2021-12-31,103.2470936346255,103.16178958553051,99.20588425554378
2022-01-03,102.64583952391446,103.20059946322337,99.45412421249482
2022-01-04,102.39574645100203,103.25050481688093,99.69940980029459
2022-01-05,102.66395351290791,103.413891407027,99.97860369472825
2022-01-06,104.11938431025479,103.97100487596427,100.3951367976005
2022-01-07,107.07519991081165,105.1515807652989,101.04350316609018
2022-01-10,109.0783178297797,106.30328495984593,101.7116862469896
2022-01-11,109.47100057320407,107.0836748190471,102.27602328546575
2022-01-12,110.10097058379489,107.9078608893085,102.87108730151293
2022-01-13,110.02529572193228,108.49312169355422,103.39721854673115
2022-01-14,110.17885086478731,109.06805707043624,103.9273216067331
2022-01-18,110.2661156914032,109.56665040943676,104.43723295438686
2022-01-19,109.0164400131612,109.57119726946998,104.77561810945053
2022-01-20,108.05142435815294,109.47386549996878,105.06557684663925
2022-01-21,107.99681364274903,109.52748826599068,105.39391968007978
2022-01-24,109.00845177502228,109.8951252294155,105.82387556762153
2022-01-25,109.2326881082654,110.09071909735097,106.1930511448528
2022-01-26,108.41204713990601,109.94071015919937,106.43404190012507
2022-01-27,107.96598013115346,109.79876932609866,106.66141979671501
2022-01-28,108.33150906212659,109.85891541677715,106.94484285929349
2022-01-31,108.50380018318218,109.88693645365504,107.20802396658152
2022-02-01,108.28661596353864,109.79715742442075,107.41967140225327
2022-02-02,108.9360237464354,109.95861213024888,107.70740781819947
2022-02-03,109.4073102685052,110.12634501236992,107.99268040835742
2022-02-04,109.29929321305256,110.14549784211087,108.22075453135636
2022-02-07,109.24247456376874,110.15686310580946,108.43696595566286
2022-02-08,109.25694586197125,110.17472088267596,108.64639453181813
2022-02-09,108.82927398016557,110.04081618940104,108.79324647724309
2022-02-10,107.52816819717233,109.5682930344696,108.80639860752774
2022-02-11,106.66454429352166,109.09751199691344,108.79623890167406
2022-02-14,106.23465181810721,108.68766654599727,108.78458870248161
2022-02-15,105.80196024464374,108.25169171143742,108.74318779543964
2022-02-16,105.77388107793132,107.92680862104277,108.7206216623959
2022-02-17,105.32319349078338,107.48991542212644,108.64184853091518
2022-02-18,105.76808916227641,107.32583816893933,108.64059709900494
2022-02-22,105.94825348174955,107.15419300023953,108.62670849724911
2022-02-23,105.15629987386654,106.70979286832336,108.50602792817594
2022-02-24,103.77806220446244,106.01140727294508,108.27672546108928
2022-02-25,105.48794969591765,106.2022399460028,108.33762611836552
2022-02-28,105.7147952893292,106.13022593683594,108.30892557036708
2022-03-01,104.34508142071383,105.58147728570583,108.1060169719847
2022-03-02,104.54686614232197,105.41579892667713,108.01932284831909
2022-03-03,104.76689827827781,105.30470414737655,107.94520872193068
2022-03-04,106.07170218365094,105.59449105040453,108.00888731504082
2022-03-07,106.40364517115634,105.72463765741117,108.02436386745154
2022-03-08,105.03077304757323,105.3377097674455,107.85920872861885
2022-03-09,104.46829774577077,105.06833994483503,107.72222868466497
2022-03-10,104.49405307857761,104.94245355875952,107.62695415440754
2022-03-11,105.00838420685598,104.99475608210203,107.59076017306161
2022-03-14,105.39048776980168,105.07335482082303,107.5656608111835
2022-03-15,106.4847008739194,105.4337189923935,107.64338349545778
2022-03-16,106.41271845796591,105.53348481254343,107.64027131047104
2022-03-17,108.2282004062946,106.23380521992664,107.85375283081454
2022-03-18,110.12306117499129,107.1452809545498,108.16490446913693
2022-03-21,111.62043656864263,108.10251802489312,108.5211901504806
2022-03-22,112.99810947484984,109.1353351791577,108.9338924503793
2022-03-23,114.01061928079369,110.13693555997331,109.36664748834042
2022-03-24,114.51499842674784,111.01001917259062,109.78292089091455
2022-03-25,116.12083343844904,112.21896039015729,110.34274780611241
2022-03-28,117.01222234952283,113.28705984007686,110.88681291590235
2022-03-29,117.01037307042637,114.06881962718205,111.35772520551433
2022-03-30,117.46284094734742,114.90578033603691,111.86666736184115
2022-03-31,115.86473285883666,115.03457775738427,112.14337816435659
2022-04-01,115.6128279187337,115.34822382482842,112.48162537773655
2022-04-04,114.84833179938204,115.4058043858961,112.73066356797621
2022-04-05,114.49763253398147,115.46467910136849,112.97349626126399
2022-04-06,115.77869594615836,115.98058617728613,113.37229402724978
2022-04-07,117.94708934757007,116.89351090132382,113.92069631322809
2022-04-08,118.52003377224139,117.47970601570975,114.37396865212057
2022-04-11,118.72911565084148,117.95439416602954,114.79729160459787
2022-04-12,117.04991852880198,117.77948501988125,114.99533478964368
2022-04-13,115.33695176064151,117.36166170740071,115.0912786613656
2022-04-14,113.41708171286784,116.66179528534343,115.06366640257635
2022-04-18,111.046352002076,115.59952985514187,114.87534787825948
2022-04-19,110.67532302713795,114.94983422868765,114.79094108857764
2022-04-20,111.61316297683027,114.72638864866651,114.82996717306632
2022-04-21,112.17740479629268,114.52455248740331,114.86326169327174
2022-04-22,109.92180008504207,113.4967041835316,114.59057292449775
2022-04-25,109.97688714186003,113.01126207145904,114.47194040165981
2022-04-26,108.8717192709249,112.20162676028353,114.2180822671456
2022-04-27,107.51811697515913,111.23961910305806,113.88018544048819
2022-04-28,108.78116996332975,111.04269584858774,113.78044361985
2022-04-29,107.8246202261441,110.32074598403025,113.48615647297882
2022-05-02,108.9978632860308,110.24168297962272,113.39582648406717
2022-05-03,110.72287644313808,110.52243502698082,113.43057477113983
2022-05-04,113.66255915947248,111.4226191559891,113.69463142716585
2022-05-05,113.30547078890021,111.57735059643603,113.72273259273476
2022-05-06,111.40837706698206,111.17641702739543,113.55733838230479
2022-05-09,109.95429392336591,110.70384873498463,113.35241325895852
2022-05-10,108.90755578086609,110.21220969404375,113.12479842072464
2022-05-11,108.14928009306377,109.71957917771196,112.88084652764239
2022-05-12,108.29790469619576,109.4682460763373,112.70722657555925
2022-05-13,107.87530247213152,109.07866673336846,112.47739568253031
2022-05-16,108.75355690016649,109.09845633302409,112.38186468297582
2022-05-17,110.05460945783365,109.38179060843471,112.3825445318757
2022-05-18,111.15345375078974,109.75892541005133,112.42769265494258
2022-05-19,110.90255465770592,109.81858459211988,112.37390309466726
2022-05-20,111.05409305915313,109.97627755044184,112.35824677855236
2022-05-23,112.19765764788522,110.46830114549508,112.46790237290276
2022-05-24,113.78283628411701,111.21820453832966,112.68644570639759
2022-05-25,115.08704501367103,112.02537522145795,112.95049392677203
2022-05-26,116.38701909269165,112.93459678987232,113.27713425068643
2022-05-27,118.97289339029929,114.35439382301568,113.81418507783206
2022-05-31,119.74073835870583,115.39677298915274,114.26169311171026
2022-06-01,119.5363670925685,116.12110880188597,114.62714584878236
2022-06-02,119.832603673364,116.9004296197752,115.03185196194744
2022-06-03,119.76397663868669,117.51188847317039,115.39771473183659
2022-06-06,120.19414455594435,118.20106992755177,115.80588920799129
2022-06-07,120.99376017159105,118.98535664824867,116.26455957956384
2022-06-08,120.50428003742002,119.36437178272746,116.59832257063458
2022-06-09,117.91737059184898,118.93509118952647,116.65001742404891
2022-06-10,115.40347900926302,118.19370587479578,116.56947695456142
2022-06-13,114.07025334300246,117.54115561781641,116.48960635896731
2022-06-14,112.7910154141572,116.76570200817434,116.33883309751684
2022-06-15,112.26901726928449,116.12043701078689,116.20388066725637
2022-06-16,110.7593491353168,115.13190535058541,115.9215089714459
2022-06-17,109.66623466686022,114.16014191188361,115.60928583818196
2022-06-21,110.62415897250658,113.79822136980212,115.47968486510203
2022-06-22,111.03944001694896,113.42741332800097,115.3336111846441
2022-06-23,110.14740560187518,112.7286123292812,115.0577669045298
2022-06-24,113.17345516372822,113.26153346135966,115.19648082030749
2022-06-27,115.14798176612541,113.82592883976307,115.36386516208489
2022-06-28,115.54910679432706,114.10593576789704,115.44821065249005
2022-06-29,114.72415097109821,114.02416444888755,115.41227786429732
2022-06-30,115.6981522369565,114.43083944633437,115.54638917610137
2022-07-01,117.42236146349863,115.18133114695708,115.81517109429159

Answer: 30.1115