Question: What is the percentage of days with long alignment for the 5, 10, 20-day Exponential Moving Average lines for Ross Stores from October 16, 2022 to July 31, 2023? (Unit: %) (Smoothing factor alpha = 2 / (n + 1); Require 4n 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: EMA_t = \alpha * P_t + (1 - \alpha) * EMA_{t-1}, \quad \alpha = 2 / (n + 1)
Data:
date,close,high,open
2022-06-23,73.9800033569336,74.27999877929688,73.29000091552734
2022-06-24,77.52999877929688,78.2699966430664,74.98999786376953
2022-06-27,76.33999633789062,78.27999877929688,77.51000213623047
2022-06-28,72.77999877929688,77.30999755859375,76.61000061035156
2022-06-29,71.80999755859375,72.70999908447266,72.4000015258789
2022-06-30,70.2300033569336,71.58000183105469,70.4800033569336
2022-07-01,71.37999725341797,71.54000091552734,70.13999938964844
2022-07-05,73.81999969482422,74.19000244140625,70.25
2022-07-06,73.98999786376953,74.93000030517578,74.51000213623047
2022-07-07,76.54000091552734,76.66999816894531,74.12999725341797
2022-07-08,75.45999908447266,76.44999694824219,75.97000122070312
2022-07-11,74.5999984741211,75.5999984741211,75.3499984741211
2022-07-12,75.06999969482422,76.0199966430664,74.43000030517578
2022-07-13,76.33000183105469,76.61000061035156,73.58000183105469
2022-07-14,76.97000122070312,77.23999786376953,75.3499984741211
2022-07-15,77.9800033569336,78.62000274658203,77.61000061035156
2022-07-18,79.12000274658203,81.26000213623047,78.87000274658203
2022-07-19,81.16999816894531,81.55000305175781,79.91000366210938
2022-07-20,82.4800033569336,82.68000030517578,81.4000015258789
2022-07-21,83.61000061035156,83.70999908447266,82.29000091552734
2022-07-22,83.23999786376953,84.94999694824219,83.80000305175781
2022-07-25,82.62999725341797,83.37999725341797,83.37999725341797
2022-07-26,77.95999908447266,79.43000030517578,78.41999816894531
2022-07-27,80.2699966430664,80.55000305175781,78.29000091552734
2022-07-28,81.4000015258789,81.47000122070312,80.66999816894531
2022-07-29,81.26000213623047,81.69999694824219,81.45999908447266
2022-08-01,82.30000305175781,83.05999755859375,80.98999786376953
2022-08-02,79.83000183105469,82.8499984741211,82.8499984741211
2022-08-03,84.58000183105469,85.08999633789062,80.79000091552734
2022-08-04,83.76000213623047,84.94999694824219,84.12999725341797
2022-08-05,84.2300033569336,84.58000183105469,83.05000305175781
2022-08-08,85.30999755859375,87.0,85.0199966430664
2022-08-09,84.45999908447266,85.30999755859375,85.13999938964844
2022-08-10,86.18000030517578,87.37000274658203,86.12000274658203
2022-08-11,88.1500015258789,89.66000366210938,87.22000122070312
2022-08-12,90.12000274658205,90.22000122070312,88.31999969482422
2022-08-15,90.16000366210938,90.68000030517578,89.5999984741211
2022-08-16,92.63999938964844,94.38999938964844,90.37999725341795
2022-08-17,92.81999969482422,94.44000244140624,91.22000122070312
2022-08-18,92.0,92.41000366210938,91.79000091552734
2022-08-19,91.01000213623048,93.7699966430664,91.76000213623048
2022-08-22,88.11000061035156,90.68000030517578,90.04000091552734
2022-08-23,87.95999908447266,89.30000305175781,88.18000030517578
2022-08-24,90.55999755859376,90.76000213623048,87.7699966430664
2022-08-25,90.91000366210938,92.12000274658205,89.87999725341797
2022-08-26,87.26000213623047,91.63999938964844,91.18000030517578
2022-08-29,86.95999908447266,88.2699966430664,86.33999633789062
2022-08-30,86.33000183105469,88.12999725341797,87.41000366210938
2022-08-31,86.2699966430664,86.98999786376953,86.6500015258789
2022-09-01,88.51000213623047,88.62000274658203,85.79000091552734
2022-09-02,87.38999938964844,89.23999786376953,88.73999786376953
2022-09-06,86.72000122070312,88.11000061035156,87.70999908447266
2022-09-07,92.13999938964844,92.77999877929688,87.2300033569336
2022-09-08,92.26000213623048,92.8000030517578,91.2300033569336
2022-09-09,93.51000213623048,93.6999969482422,92.12000274658205
2022-09-12,94.9800033569336,95.83000183105467,94.04000091552734
2022-09-13,89.86000061035156,93.12000274658205,92.20999908447266
2022-09-14,89.45999908447266,90.63999938964844,90.1500015258789
2022-09-15,89.55999755859375,91.68000030517578,89.54000091552734
2022-09-16,90.25,90.7300033569336,88.75
2022-09-19,90.73999786376952,90.9800033569336,89.38999938964844
2022-09-20,88.30000305175781,89.83999633789062,89.72000122070312
2022-09-21,87.8499984741211,90.86000061035156,88.94999694824219
2022-09-22,86.58999633789062,88.23999786376953,87.73999786376953
2022-09-23,84.44000244140625,86.05000305175781,86.01000213623047
2022-09-26,82.93000030517578,86.05000305175781,84.80999755859375
2022-09-27,84.4000015258789,85.48999786376953,83.72000122070312
2022-09-28,87.01000213623047,87.63999938964844,85.19000244140625
2022-09-29,84.02999877929688,86.1500015258789,86.1500015258789
2022-09-30,84.2699966430664,86.0199966430664,83.41999816894531
2022-10-03,85.95999908447266,87.48999786376953,85.47000122070312
2022-10-04,89.37999725341797,89.5,87.76000213623047
2022-10-05,89.81999969482422,90.41000366210938,88.44999694824219
2022-10-06,88.23999786376953,90.72000122070312,89.70999908447266
2022-10-07,86.86000061035156,87.77999877929688,87.29000091552734
2022-10-10,85.87000274658203,87.62999725341797,87.16999816894531
2022-10-11,86.13999938964844,87.55000305175781,85.25
2022-10-12,84.51000213623047,86.66000366210938,86.25
2022-10-13,85.44999694824219,85.98999786376953,82.38999938964844
2022-10-14,81.44999694824219,86.79000091552734,86.12000274658203
2022-10-17,84.20999908447266,84.91999816894531,83.58000183105469
2022-10-18,84.66000366210938,86.9800033569336,85.87999725341797
2022-10-19,83.66000366210938,85.05999755859375,83.94999694824219
2022-10-20,82.48999786376953,85.2300033569336,84.1500015258789
2022-10-21,85.06999969482422,85.33999633789062,82.4000015258789
2022-10-24,87.08999633789062,87.31999969482422,85.23999786376953
2022-10-25,93.06999969482422,93.6500015258789,89.16999816894531
2022-10-26,93.38999938964844,95.55999755859376,93.62000274658205
2022-10-27,94.5999984741211,95.27999877929688,93.93000030517578
2022-10-28,95.3499984741211,95.80999755859376,94.04000091552734
2022-10-31,95.69000244140624,96.56999969482422,95.0999984741211
2022-11-01,94.68000030517578,97.36000061035156,96.45999908447266
2022-11-02,92.5999984741211,97.31999969482422,94.16000366210938
2022-11-03,92.3000030517578,93.86000061035156,92.5500030517578
2022-11-04,93.87999725341795,95.3000030517578,93.6500015258789
2022-11-07,93.13999938964844,94.55999755859376,93.93000030517578
2022-11-08,92.08999633789062,94.45999908447266,94.02999877929688
2022-11-09,91.31999969482422,93.0,91.83999633789062
2022-11-10,97.12999725341795,97.47000122070312,95.5199966430664
2022-11-11,96.16999816894533,98.47000122070312,97.69000244140624
2022-11-14,94.62999725341795,96.2300033569336,96.02999877929688
2022-11-15,97.8000030517578,98.37000274658205,96.5
2022-11-16,96.5,96.87000274658205,96.0
2022-11-17,97.93000030517578,97.9499969482422,97.13999938964844
2022-11-18,107.58999633789062,115.9000015258789,114.8000030517578
2022-11-21,112.3000030517578,112.83999633789062,107.23999786376952
2022-11-22,115.2699966430664,115.8000030517578,114.04000091552734
2022-11-23,116.02999877929688,117.29000091552734,115.44000244140624
2022-11-25,115.94000244140624,116.80999755859376,116.54000091552734
2022-11-28,116.37000274658205,117.16999816894533,115.70999908447266
2022-11-29,116.79000091552734,117.51000213623048,116.44000244140624
2022-11-30,117.66999816894533,118.12999725341795,116.77999877929688
2022-12-01,117.9800033569336,118.16999816894533,118.0500030517578
2022-12-02,119.0,119.4800033569336,116.13999938964844
2022-12-05,117.36000061035156,118.0999984741211,117.81999969482422
2022-12-06,116.52999877929688,119.02999877929688,117.6999969482422
2022-12-07,115.36000061035156,116.87999725341795,115.93000030517578
2022-12-08,117.13999938964844,117.27999877929688,115.5500030517578
2022-12-09,114.88999938964844,116.72000122070312,116.38999938964844
2022-12-12,116.38999938964844,116.41999816894533,115.5
2022-12-13,117.52999877929688,120.38999938964844,120.38999938964844
2022-12-14,117.41999816894533,118.36000061035156,117.75
2022-12-15,113.69000244140624,116.70999908447266,115.94000244140624
2022-12-16,113.9499969482422,114.47000122070312,112.88999938964844
2022-12-19,114.91999816894533,115.4800033569336,114.25
2022-12-20,114.3499984741211,115.27999877929688,114.51000213623048
2022-12-21,115.12999725341795,116.45999908447266,115.9800033569336
2022-12-22,113.95999908447266,114.25,113.5999984741211
2022-12-23,115.4800033569336,115.66000366210938,113.86000061035156
2022-12-27,115.04000091552734,116.44000244140624,115.83999633789062
2022-12-28,114.29000091552734,115.87999725341795,114.9800033569336
2022-12-29,115.86000061035156,116.48999786376952,115.27999877929688
2022-12-30,116.06999969482422,116.08999633789062,114.94000244140624
2023-01-03,115.83000183105467,117.12000274658205,116.62999725341795
2023-01-04,117.97000122070312,118.9000015258789,117.23999786376952
2023-01-05,118.4000015258789,118.97000122070312,116.94000244140624
2023-01-06,121.56999969482422,122.4499969482422,119.41999816894533
2023-01-09,118.7300033569336,121.25,120.75
2023-01-10,119.79000091552734,120.04000091552734,118.7300033569336
2023-01-11,119.54000091552734,120.2699966430664,120.04000091552734
2023-01-12,118.75,119.58000183105467,119.4800033569336
2023-01-13,120.01000213623048,120.12999725341795,118.51000213623048
2023-01-17,119.76000213623048,120.01000213623048,119.91999816894533
2023-01-18,117.37999725341795,120.1500015258789,119.9800033569336
2023-01-19,115.75,116.94000244140624,116.38999938964844
2023-01-20,115.7300033569336,116.3000030517578,115.0500030517578
2023-01-23,115.77999877929688,116.27999877929688,116.0999984741211
2023-01-24,117.72000122070312,117.9000015258789,116.2300033569336
2023-01-25,120.1999969482422,120.22000122070312,116.91000366210938
2023-01-26,120.70999908447266,121.16000366210938,120.29000091552734
2023-01-27,119.4800033569336,121.86000061035156,120.7699966430664
2023-01-30,119.0,119.97000122070312,118.69000244140624
2023-01-31,118.19000244140624,119.45999908447266,119.12000274658205
2023-02-01,118.5199966430664,119.31999969482422,119.0199966430664
2023-02-02,116.08999633789062,119.20999908447266,118.95999908447266
2023-02-03,115.31999969482422,116.31999969482422,115.87000274658205
2023-02-06,115.70999908447266,116.79000091552734,115.0999984741211
2023-02-07,114.48999786376952,114.7699966430664,114.73999786376952
2023-02-08,114.48999786376952,114.5,113.87999725341795
2023-02-09,115.0199966430664,117.04000091552734,115.68000030517578
2023-02-10,115.18000030517578,115.31999969482422,114.75
2023-02-13,116.77999877929688,117.1999969482422,115.75
2023-02-14,116.8000030517578,117.33000183105467,116.77999877929688
2023-02-15,116.63999938964844,117.25,115.87999725341795
2023-02-16,115.31999969482422,116.69000244140624,115.02999877929688
2023-02-17,115.69000244140624,116.16999816894533,114.97000122070312
2023-02-21,112.91000366210938,114.9499969482422,114.5
2023-02-22,112.66000366210938,113.93000030517578,112.9800033569336
2023-02-23,111.48999786376952,112.52999877929688,112.22000122070312
2023-02-24,111.45999908447266,111.8499984741211,110.44000244140624
2023-02-27,110.91999816894533,112.8000030517578,112.73999786376952
2023-02-28,110.54000091552734,111.88999938964844,110.91000366210938
2023-03-01,110.66999816894533,110.8000030517578,106.9800033569336
2023-03-02,111.01000213623048,111.06999969482422,110.66000366210938
2023-03-03,112.43000030517578,112.5,111.01000213623048
2023-03-06,112.4000015258789,113.56999969482422,112.12000274658205
2023-03-07,109.86000061035156,112.76000213623048,112.56999969482422
2023-03-08,109.04000091552734,110.37000274658205,110.04000091552734
2023-03-09,105.55999755859376,108.97000122070312,108.91000366210938
2023-03-10,104.16999816894533,106.33000183105467,105.6500015258789
2023-03-13,103.38999938964844,104.86000061035156,102.9000015258789
2023-03-14,103.68000030517578,104.98999786376952,104.56999969482422
2023-03-15,102.3000030517578,103.0999984741211,102.11000061035156
2023-03-16,103.23999786376952,103.27999877929688,101.58000183105467
2023-03-17,102.05999755859376,102.58000183105467,102.2699966430664
2023-03-20,102.13999938964844,103.1999969482422,102.73999786376952
2023-03-21,104.13999938964844,104.55999755859376,103.58000183105467
2023-03-22,102.61000061035156,105.79000091552734,105.19000244140624
2023-03-23,101.62999725341795,103.4000015258789,102.61000061035156
2023-03-24,101.33000183105467,102.11000061035156,101.44000244140624
2023-03-27,100.62999725341795,101.98999786376952,101.79000091552734
2023-03-28,103.13999938964844,103.48999786376952,100.91000366210938
2023-03-29,102.47000122070312,103.61000061035156,101.62000274658205
2023-03-30,103.12999725341795,104.8499984741211,103.83999633789062
2023-03-31,106.12999725341795,106.20999908447266,103.79000091552734
2023-04-03,108.62999725341795,108.79000091552734,105.9800033569336
2023-04-04,108.52999877929688,110.1500015258789,109.0999984741211
2023-04-05,106.45999908447266,107.87000274658205,107.80999755859376
2023-04-06,106.22000122070312,106.54000091552734,106.19000244140624
2023-04-10,106.63999938964844,107.2300033569336,105.73999786376952
2023-04-11,105.12999725341795,107.26000213623048,106.8499984741211
2023-04-12,102.88999938964844,105.68000030517578,105.55999755859376
2023-04-13,104.19000244140624,104.33000183105467,103.23999786376952
2023-04-14,104.5999984741211,106.22000122070312,104.25
2023-04-17,104.18000030517578,105.06999969482422,104.7300033569336
2023-04-18,103.69000244140624,104.9800033569336,104.8499984741211
2023-04-19,104.26000213623048,104.70999908447266,103.06999969482422
2023-04-20,106.02999877929688,106.26000213623048,103.77999877929688
2023-04-21,106.31999969482422,107.25,106.26000213623048
2023-04-24,106.41000366210938,107.04000091552734,106.2300033569336
2023-04-25,104.04000091552734,106.04000091552734,105.87000274658205
2023-04-26,104.6999969482422,105.6500015258789,102.9000015258789
2023-04-27,105.5500030517578,105.83000183105467,105.13999938964844
2023-04-28,106.7300033569336,106.79000091552734,105.38999938964844
2023-05-01,105.75,106.97000122070312,106.51000213623048
2023-05-02,104.7699966430664,105.37999725341795,105.37999725341795
2023-05-03,103.98999786376952,105.6500015258789,104.8499984741211
2023-05-04,102.83000183105467,104.6999969482422,104.01000213623048
2023-05-05,104.44000244140624,105.18000030517578,103.6500015258789
2023-05-08,104.83000183105467,105.1500015258789,104.1999969482422
2023-05-09,104.08000183105467,104.36000061035156,104.0500030517578
2023-05-10,101.9499969482422,105.2300033569336,104.98999786376952
2023-05-11,102.52999877929688,102.62999725341795,101.9499969482422
2023-05-12,104.51000213623048,104.66999816894533,103.0
2023-05-15,104.38999938964844,105.5500030517578,105.37000274658205
2023-05-16,102.93000030517578,103.80999755859376,103.69000244140624
2023-05-17,103.79000091552734,105.6999969482422,103.55999755859376
2023-05-18,105.37999725341795,105.80999755859376,103.98999786376952
2023-05-19,104.76000213623048,105.38999938964844,100.91000366210938
2023-05-22,104.62000274658205,105.83000183105467,104.97000122070312
2023-05-23,101.87999725341795,104.0199966430664,103.88999938964844
2023-05-24,101.45999908447266,103.48999786376952,102.69000244140624
2023-05-25,102.33999633789062,104.13999938964844,101.87000274658205
2023-05-26,103.37000274658205,103.87999725341795,102.56999969482422
2023-05-30,103.26000213623048,104.0,103.37000274658205
2023-05-31,103.62000274658205,104.1500015258789,103.0
2023-06-01,100.9000015258789,103.6500015258789,103.38999938964844
2023-06-02,103.3000030517578,103.45999908447266,101.5
2023-06-05,103.0999984741211,104.47000122070312,103.31999969482422
2023-06-06,103.66999816894533,104.1999969482422,103.16000366210938
2023-06-07,101.98999786376952,104.08999633789062,103.66999816894533
2023-06-08,103.23999786376952,103.41000366210938,101.98999786376952
2023-06-09,103.29000091552734,104.2300033569336,103.1500015258789
2023-06-12,106.37000274658205,106.4499969482422,104.13999938964844
2023-06-13,106.43000030517578,107.0999984741211,106.8000030517578
2023-06-14,106.23999786376952,107.12000274658205,106.31999969482422
2023-06-15,107.87999725341795,108.37999725341795,106.77999877929688
2023-06-16,107.83999633789062,108.97000122070312,108.61000061035156
2023-06-20,107.27999877929688,108.13999938964844,107.66000366210938
2023-06-21,107.23999786376952,107.6500015258789,107.58999633789062
2023-06-22,107.95999908447266,108.66999816894533,108.23999786376952
2023-06-23,108.66000366210938,109.61000061035156,106.9800033569336
2023-06-26,107.61000061035156,108.58999633789062,107.86000061035156
2023-06-27,108.91999816894533,109.33000183105467,108.33000183105467
2023-06-28,108.33999633789062,109.22000122070312,108.4499969482422
2023-06-29,108.87000274658205,109.29000091552734,108.13999938964844
2023-06-30,112.12999725341795,112.55999755859376,109.61000061035156
2023-07-03,111.12999725341795,111.87000274658205,111.1500015258789
2023-07-05,110.62000274658205,110.97000122070312,110.97000122070312
2023-07-06,109.33000183105467,110.1999969482422,109.70999908447266
2023-07-07,107.45999908447266,109.29000091552734,108.80999755859376
2023-07-10,109.58000183105467,110.0199966430664,107.63999938964844
2023-07-11,111.0,111.02999877929688,109.81999969482422
2023-07-12,111.5199966430664,113.36000061035156,112.48999786376952
2023-07-13,111.4800033569336,112.0999984741211,111.47000122070312
2023-07-14,111.58000183105467,111.73999786376952,110.77999877929688
2023-07-17,110.25,111.66000366210938,111.38999938964844
2023-07-18,111.91000366210938,112.33999633789062,109.9000015258789
2023-07-19,112.62000274658205,113.12999725341795,112.16999816894533
2023-07-20,112.1999969482422,113.81999969482422,112.97000122070312
2023-07-21,112.02999877929688,113.83999633789062,112.91000366210938
2023-07-24,112.6999969482422,113.20999908447266,112.52999877929688
2023-07-25,112.51000213623048,112.5999984741211,112.0
2023-07-26,113.4800033569336,113.5500030517578,112.26000213623048
2023-07-27,113.4800033569336,115.0500030517578,114.33000183105467
2023-07-28,114.61000061035156,115.48999786376952,114.3000030517578
2023-07-31,114.63999938964844,114.72000122070312,114.43000030517578

Indicator data:
date,5-day,10-day,20-day
2022-07-21,81.16231289588445,79.13885796734887,77.19633207938706
2022-07-22,81.85487455184615,79.88451976669808,77.77191929694729
2022-07-25,82.11324878570343,80.38369749155623,78.23459338803973
2022-07-26,80.72883221862651,79.94302505390466,78.20844154960477
2022-07-27,80.57588702677315,80.00247443375224,78.40478012993445
2022-07-28,80.8505918598084,80.25657026868436,78.6900393105006
2022-07-29,80.9870619519491,80.43901242642,78.93479767485582
2022-08-01,81.42470898521867,80.77737435829961,79.25529342503695
2022-08-02,80.89313993383068,80.60512480789143,79.3100275589434
2022-08-03,82.12209389957202,81.32782972119384,79.81192987057305
2022-08-04,82.66806331179151,81.77004288756413,80.18793675301661
2022-08-05,83.18870999350554,82.21730842744948,80.57289547719918
2022-08-08,83.89580584853495,82.77961554220298,81.02404805637961
2022-08-09,84.08387026051419,83.08513982261564,81.35128148762657
2022-08-10,84.78258027540139,83.64784172853567,81.81115947025029
2022-08-11,85.90505402556056,84.46641623714353,82.41485871364348
2022-08-12,87.31003693256773,85.49434105704145,83.14868195487573
2022-08-15,88.26002584241495,86.34264334887199,83.81642687937418
2022-08-16,89.72001702482612,87.48761717446769,84.65676711844792
2022-08-17,90.75334458149216,88.45714126907797,85.43421784000756
2022-08-18,91.16889638766145,89.10129740197289,86.0595304266735
2022-08-19,91.11593163718447,89.44833462638334,86.53100392282178
2022-08-22,90.11395462824018,89.20500116892302,86.68138455972938
2022-08-23,89.39596944698434,88.9786371535684,86.80315737160969
2022-08-24,89.78397881752082,89.26615722720936,87.16095167513197
2022-08-25,90.15932043238368,89.56503839719119,87.5180042453203
2022-08-26,89.19288100033262,89.14594089519832,87.49343261588317
2022-08-29,88.44858702837931,88.74849692961183,87.4426294224155
2022-08-30,87.74239196260444,88.30877054805599,87.33666488990494
2022-08-31,87.25159352275844,87.93808438351242,87.23507743782507
2022-09-01,87.67106306058245,88.04206942946115,87.3564988376732
2022-09-02,87.57737517027113,87.92351124040428,87.35968936643275
2022-09-06,87.29158385374846,87.70469123682224,87.29876668588707
2022-09-07,88.90772236571513,88.51111090097245,87.75983646719769
2022-09-08,90.02514895588692,89.19272748920119,88.18842367377223
2022-09-09,91.18676668266812,89.97768651593378,88.69524067019682
2022-09-12,92.45117890742328,90.88719866884283,89.29378949750509
2022-09-13,91.58745280839938,90.70043538548077,89.34771436539522
2022-09-14,90.87830156709047,90.4749015125702,89.3584081481645
2022-09-15,90.43886689759157,90.30855533911992,89.37760713963395
2022-09-16,90.37591126506105,90.29790891382538,89.46069217395453
2022-09-19,90.49727346463055,90.37828872290613,89.58253081107976
2022-09-20,89.76484999367298,90.00041860087917,89.46038531019195
2022-09-21,89.12656615382235,89.60943312328679,89.30701513532806
2022-09-22,88.28104288184511,89.06044461685111,89.04825144033401
2022-09-23,87.0006960683655,88.22036422131568,88.60937058329327
2022-09-26,85.6437974806356,87.2584798729266,88.06847817585351
2022-09-27,85.22919882905003,86.73875653709975,87.7190994472845
2022-09-28,85.82279993144351,86.78807391875988,87.65156637004127
2022-09-29,85.22519954739464,86.28660571158478,87.30665517092275
2022-09-30,84.90679857928524,85.91994951730871,87.01744959684119
2022-10-03,85.25786541434772,85.92723125679305,86.91674002423466
2022-10-04,86.63190936070447,86.55500689254302,87.15133595082354
2022-10-05,87.69460613874439,87.14864194750322,87.40549440263312
2022-10-06,87.87640338041945,87.34707029591527,87.48497092274135
2022-10-07,87.53760245706349,87.25851217126731,87.425449940609
2022-10-10,86.98173588690301,87.00605591223362,87.27731211260644
2022-10-11,86.70115705448482,86.8485910899454,87.16899661518187
2022-10-12,85.97077208173337,86.42339309836086,86.91575904575792
2022-10-13,85.79718037056965,86.24641198015746,86.77616265551833
2022-10-14,84.34811922979384,85.37433651980923,86.2689087786349
2022-10-17,84.30207918135345,85.1626388042935,86.07282214109564
2022-10-18,84.42138734160542,85.07125059662366,85.9382680002398
2022-10-19,84.16759278177341,84.81466024489377,85.72129044422738
2022-10-20,83.60839447577212,84.39199435741664,85.41354829370758
2022-10-21,84.09559621545615,84.5152680551271,85.38082937952821
2022-10-24,85.09372958960098,84.98340047017501,85.54360718508653
2022-10-25,87.75248629134207,86.45369123829305,86.26040647172822
2022-10-26,89.63165732411086,87.71483817490311,86.93941532105396
2022-10-27,91.28777104078094,88.96668550203364,87.66899466896511
2022-10-28,92.64184685189433,90.12728786059499,88.40051884088473
2022-10-31,93.65789871506496,91.13869051165157,89.09475537426772
2022-11-01,93.9985992451019,91.78256501956506,89.62668346292563
2022-11-02,93.5323989881083,91.93118928402978,89.90985632113471
2022-11-03,93.12160034265814,91.9982463327076,90.13748934309882
2022-11-04,93.37439931291142,92.34038286374584,90.49391866789112
2022-11-07,93.2962660051571,92.48576768663722,90.74592635567754
2022-11-08,92.89417611606828,92.41380925959238,90.87393302065021
2022-11-09,92.36945064232026,92.2149347932709,90.91641556104774
2022-11-10,93.95629951268616,93.10858251329762,91.50818524603538
2022-11-11,94.69419906477256,93.6652035415972,91.95216742916966
2022-11-14,94.6727984609877,93.84062058011006,92.20719884100284
2022-11-15,95.7151999912444,94.56050830222782,92.73984686107474
2022-11-16,95.97679999416295,94.9131431563682,93.09795668382952
2022-11-17,96.62786676450057,95.46166263796958,93.55815131443393
2022-11-18,100.2819099556306,97.6668142197734,94.89451750714409
2022-11-21,104.28794098767301,100.32739400740692,96.55218279710729
2022-11-22,107.94862620613749,103.04423085025411,98.33483173481768
2022-11-23,110.6424170638573,105.40527956462552,100.0200857390538
2022-11-25,112.40827885637361,107.3206837240402,101.53626828213498
2022-11-28,113.7288534864431,108.96601445541144,102.94900489779661
2022-11-29,114.74923596280452,110.38855744815977,104.26719499472335
2022-11-30,115.72282336485145,111.71245576102987,105.54365243988735
2022-12-01,116.47521669554551,112.852009869376,106.72806681293937
2022-12-02,117.31681113036367,113.96982625676219,107.8968223545642
2022-12-05,117.33120762369298,114.58622159377843,108.79807742654394
2022-12-06,117.06413800889428,114.93963562750905,109.5344508887109
2022-12-07,116.49609220938004,115.0160656243895,110.08926514791476
2022-12-08,116.71072793613618,115.40223539989113,110.76076364712749
2022-12-09,116.10381842064027,115.30910157984698,111.15402419403425
2022-12-12,116.19921207697632,115.50562845435633,111.65268849837845
2022-12-13,116.64280764441652,115.8736957861637,112.2124323346564
2022-12-14,116.90187115259279,116.15484167394216,112.70839098554106
2022-12-15,115.83124824886394,115.70668908620834,112.80187779086155
2022-12-16,115.20416448199003,115.38729051566904,112.91122247251685
2022-12-19,115.10944237764181,115.30232827081018,113.10253444360528
2022-12-20,114.85629440980158,115.12917739868489,113.22134054174964
2022-12-21,114.94752869100704,115.1293264631818,113.40311737143233
2022-12-22,114.61835215549559,114.91672148523467,113.45615372505522
2022-12-23,114.90556922264159,115.01913637099811,113.64890130904364
2022-12-27,114.95037978693685,115.02292992454888,113.78138698585161
2022-12-28,114.73025349646701,114.88967010472678,113.82982640772549
2022-12-29,115.10683586776187,115.0660938330222,114.02317633178512
2022-12-30,115.42789047678266,115.24862217153165,114.21811189016981
2023-01-03,115.56192759487334,115.3543275641722,114.37162521787313
2023-01-04,116.36461880348328,115.82990459263236,114.71432769433312
2023-01-05,117.0430797109485,116.29719494413172,115.06534424971844
2023-01-06,118.55205303890708,117.25588671698489,115.68483524449042
2023-01-09,118.61136981158259,117.52390792424828,115.97485125519928
2023-01-10,119.00424684623086,117.93592483175355,116.3381988418972
2023-01-11,119.18283153599637,118.22757502880333,116.64313237271912
2023-01-12,119.03855435733092,118.32256138720273,116.84378643246016
2023-01-13,119.36237028363078,118.62936879611686,117.14533078520019
2023-01-17,119.49491423449736,118.83493849431933,117.39434710434593
2023-01-18,118.78994190747089,118.57040372324634,117.3929804518766
2023-01-19,117.77662793831394,118.05760304629246,117.23650612312645
2023-01-20,117.0944197445205,117.63440310277267,117.0930296692033
2023-01-23,116.6562794227793,117.29723868032252,116.96797910825984
2023-01-24,117.01085335542058,117.37410459675536,117.03960026182587
2023-01-25,118.07390121969446,117.8879032061166,117.34059042243695
2023-01-26,118.95260050795386,118.40101154763587,117.66148648548796
2023-01-27,119.12840145761378,118.59719187659908,117.83467856848277
2023-01-30,119.08560097174254,118.67042971721743,117.9456615619606
2023-01-31,118.78706812829711,118.58307930343356,117.96893212190781
2023-02-01,118.69804429988687,118.57160972882134,118.02141445725624
2023-02-02,117.82869497922147,118.12040729410666,117.83746987445952
2023-02-03,116.99246321775573,117.6112422760553,117.59771080973235
2023-02-06,116.56497517332805,117.26556169576753,117.41792874066
2023-02-07,115.87331607014188,116.76091372631333,117.13907818095615
2023-02-08,115.4122100013511,116.34801993312354,116.88678481741456
2023-02-09,115.2814722152562,116.10656115311315,116.70899546747664
2023-02-10,115.2476482452294,115.93809554439726,116.56337688059085
2023-02-13,115.75843175658524,116.09116885983354,116.58400753761047
2023-02-14,116.10562218830944,116.22004780381977,116.60457853895784
2023-02-15,116.2837479220891,116.29640263760679,116.60795195330932
2023-02-16,115.96249851300081,116.11887482982813,116.4852898334536
2023-02-17,115.87166648913596,116.04089803193324,116.40954817706815
2023-02-21,114.88444554679378,115.47164451014709,116.07625822326254
2023-02-22,114.14296491856565,114.96043708323114,115.75090064600985
2023-02-23,113.25864256696694,114.3294481342381,115.34510038103458
2023-02-24,112.65909473946886,113.80773012518983,114.97509073374297
2023-02-27,112.0793958826277,113.28268795132718,114.58889144185748
2023-02-28,111.56626422692759,112.78401758118176,114.20328282030223
2023-03-01,111.26750887426684,112.3996504153206,113.866779520173
2023-03-02,111.1816732949214,112.14698709184965,113.59470548360704
2023-03-03,111.59778229833952,112.19844403972712,113.48378118089931
2023-03-06,111.86518870751932,112.23509085539106,113.38056407089736
2023-03-07,111.19679267513007,111.80325626538388,113.04527231275014
2023-03-08,110.47786208859583,111.3008462017736,112.66381789396702
2023-03-09,108.83857391192848,110.25705553937726,111.98726357631242
2023-03-10,107.28238199760077,109.15031783566236,111.24276210894412
2023-03-13,105.98492112828333,108.10298720911437,110.49487994520167
2023-03-14,105.2166141872475,107.29880777203462,109.84584378900873
2023-03-15,104.24441047541761,106.38993418652973,109.12719229022292
2023-03-16,103.90960627153491,105.81721849148241,108.56650710675117
2023-03-17,103.29307003388787,105.13408741277537,107.94683953073618
2023-03-20,102.90871315247473,104.58970777220684,107.39380713634688
2023-03-21,103.3191418981993,104.50794261174167,107.08392068428036
2023-03-22,103.08276146891674,104.16286224785256,106.65783305819191
2023-03-23,102.59850673041716,103.70234133977354,106.17899155297535
2023-03-24,102.175671763963,103.27100688364283,105.71718300803053
2023-03-27,101.66044692711466,102.79082331451102,105.23268912663885
2023-03-28,102.15363108129259,102.8543098736269,105.03338534216357
2023-03-29,102.25908779442943,102.7844355730953,104.7892535210721
2023-03-30,102.54939094742561,102.8472649695176,104.63122911462884
2023-03-31,103.7429263827564,103.44412538477219,104.77396893737067
2023-04-03,105.37195000631024,104.38701117907141,105.14120972937518
2023-04-04,106.42463293063913,105.14028165183967,105.46395154365342
2023-04-05,106.43642164858366,105.38023027595476,105.55881321420765
2023-04-06,106.36428150595682,105.53291590227263,105.62178350054056
2023-04-10,106.45618746718736,105.73420380906822,105.71875644236036
2023-04-11,106.01412406259757,105.62434807167726,105.66268413865156
2023-04-12,104.97274917161454,105.12719376585383,105.39861892446078
2023-04-13,104.71183359487844,104.95679534322699,105.28351259274129
2023-04-14,104.67455522129266,104.89192318520773,105.21841601001555
2023-04-17,104.50970358258704,104.76248266156556,105.11951927622128
2023-04-18,104.23646986886011,104.56748625790021,104.98337481576272
2023-04-19,104.24431395798358,104.51158005396024,104.91448217961678
2023-04-20,104.83954223175468,104.78765618583962,105.0207218557768
2023-04-21,105.33302805277786,105.06626409656408,105.14446260235275
2023-04-24,105.69201992255505,105.31058038120868,105.26499032232957
2023-04-25,105.14134692021248,105.07956593290298,105.14832466453888
2023-04-26,104.99423026288906,105.01055339023738,105.10562678679634
2023-04-27,105.17948785917864,105.10863514687745,105.14794833584028
2023-04-28,105.6963263584303,105.40342936688765,105.29862024261108
2023-05-01,105.71421757228687,105.46644220927172,105.34160879093383
2023-05-02,105.39947726254672,105.33981574268893,105.28716953875598
2023-05-03,104.92965079628766,105.09439431015812,105.16362937923346
2023-05-04,104.22976780787667,104.68268658668477,104.94137913654977
2023-05-05,104.29984601905319,104.63856219663413,104.89362897510753
2023-05-08,104.47656462305369,104.6733694028924,104.8875692471025
2023-05-09,104.34437702572069,104.56548438983098,104.81065806462176
2023-05-10,103.54625033322787,104.08994121863302,104.53821414877608
2023-05-11,103.20749981525088,103.80631532057188,104.34695554215901
2023-05-12,103.64166725557743,103.93425837796434,104.36248378921344
2023-05-15,103.89111130026777,104.01712038008871,104.36510432258821
2023-05-16,103.57074096857045,103.81946218464998,104.22842774950131
2023-05-17,103.6438276175561,103.81410559026403,104.18667281293236
2023-05-18,104.22255082951006,104.09881316538292,104.30032275964528
2023-05-19,104.40170126508355,104.21902934190065,104.34410174789149
2023-05-22,104.47446842558304,104.29193359729726,104.37037803348106
2023-05-23,103.60964470152803,103.85339971659192,104.13319891157029
2023-05-24,102.89309616250958,103.4182359652975,103.8786084518467
2023-05-25,102.70872955430326,103.22219239667805,103.73207396480328
2023-05-26,102.92915395172953,103.2490670057515,103.69759099163934
2023-05-30,103.03943667989653,103.25105521129314,103.65591586255279
2023-05-31,103.23295870212503,103.31813658134567,103.65249556579367
2023-06-01,102.455306310043,102.87847566216989,103.39035327627798
2023-06-02,102.7368718906146,102.95511700573132,103.38174849299034
2023-06-05,102.85791408511676,102.9814590908931,103.35491515785993
2023-06-06,103.12860877972629,103.1066480141753,103.38492306367759
2023-06-07,102.7490718077407,102.90362071410152,103.25207304463873
2023-06-08,102.91271382641698,102.96478019585933,103.2509230274131
2023-06-09,103.03847618945377,103.02391123579896,103.25464473104303
2023-06-12,104.14898504182987,103.6322915104868,103.5513454944277
2023-06-13,104.90932346294518,104.14096583679387,103.82550309545131
2023-06-14,105.3528815965533,104.52260802351671,104.05545497814828
2023-06-15,106.19525348217485,105.1330424289533,104.41969709960253
2023-06-16,106.74350110074678,105.6252158669419,104.7454398842014
2023-06-20,106.92233366026349,105.92608548737007,104.98682644563907
2023-06-21,107.02822172809883,106.16497864671543,105.20141419974674
2023-06-22,107.33881418022344,106.49134599903492,105.46413656972064
2023-06-23,107.77921067418542,106.88564739232118,105.76850486423385
2023-06-26,107.72280731957414,107.01734797741761,105.94388541148315
2023-06-27,108.12187093603121,107.36328437587719,106.22732472171765
2023-06-28,108.19457940331769,107.54086836897054,106.42853154230556
2023-06-29,108.41972051773915,107.7825291648999,106.66105260937952
2023-06-30,109.65647942963209,108.57297790826681,107.18190448024033
2023-07-03,110.14765203756072,109.0378905164761,107.55791331578105
2023-07-05,110.30510227390116,109.32554728558627,107.84954088061923
2023-07-06,109.98006879295234,109.32635720294417,107.99053716161309
2023-07-07,109.14004555679246,108.98701936322206,107.94000972569495
2023-07-10,109.2866976482132,109.09483435737343,108.09619945001492
2023-07-11,109.85779843214215,109.44122811057827,108.37275188334684
2023-07-12,110.41186450245024,109.8191860255761,108.67248947951062
2023-07-13,110.76791078727803,110.12115281309563,108.9398717535509
2023-07-14,111.03860780187026,110.38639808908817,109.19131271331317
2023-07-17,110.77573853458019,110.36159843652668,109.29214007395001
2023-07-18,111.15382691042325,110.6431266593599,109.54146041567947
2023-07-19,111.64255218914285,111.00255867521845,109.83465492338448
2023-07-20,111.82836710884263,111.22027472485914,110.05992559241855
2023-07-21,111.89557766566071,111.36749728021145,110.24755161021649
2023-07-24,112.16371742652122,111.60976994712613,110.48111783288562
2023-07-25,112.27914566309097,111.77344852696328,110.67434490939465
2023-07-26,112.67943156103853,112.08373122332151,110.94155047582693
2023-07-27,112.9462888263369,112.33759888397825,111.18330789307518
2023-07-28,113.50085942100847,112.75076283422793,111.50965958043484
2023-07-31,113.88057274388846,113.09426038975892,111.80778718131232

Answer: 50.7752