OpenFinArena/FinDeepIndicator huggingface dataset:
Question: Calculate the Commodity Channel Index value for Republic Services on February 17, 2023. (Standard period: 20) 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: TP_t = (H_t + L_t + C_t) / 3; MD_t = 1 / n * \sum_{i=0}^{n-1} |TP_{t-i} - SMA_n(TP)|; CCI = (TP_t - SMA_n(TP)) / (0.015 * MD_t)
Data:
date,high,low,close
2023-01-23,124.0199966430664,122.30999755859376,123.31999969482422
2023-01-24,124.25,122.1999969482422,123.20999908447266
2023-01-25,124.3000030517578,122.2300033569336,124.27999877929688
2023-01-26,124.91000366210938,123.06999969482422,123.87000274658205
2023-01-27,124.04000091552734,122.5199966430664,123.8499984741211
2023-01-30,125.5,123.80999755859376,124.12000274658205
2023-01-31,124.8499984741211,123.38999938964844,124.81999969482422
2023-02-01,126.02999877929688,122.01000213623048,124.79000091552734
2023-02-02,124.56999969482422,122.38999938964844,122.54000091552734
2023-02-03,123.4000015258789,121.16999816894533,123.08000183105467
2023-02-06,124.1999969482422,122.44000244140624,123.88999938964844
2023-02-07,124.4499969482422,122.51000213623048,124.29000091552734
2023-02-08,124.81999969482422,123.62000274658205,124.41999816894533
2023-02-09,126.04000091552734,124.66999816894533,125.44000244140624
2023-02-10,127.5199966430664,125.52999877929688,127.36000061035156
2023-02-13,128.25999450683594,125.75,126.04000091552734
2023-02-14,126.5,124.5199966430664,124.86000061035156
2023-02-15,126.22000122070312,124.2699966430664,125.80999755859376
2023-02-16,131.25,126.8000030517578,129.99000549316406
2023-02-17,132.60000610351562,130.22000122070312,131.9600067138672

Indicator data:
Answer: 276.2547
Question: What is the value of Williams %R for Match Group on June 01, 2021? (Standard period: 14) 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: %R = (max_{i=0}^{n-1} H_{t-i} - C_t) / (max_{i=0}^{n-1} H_{t-i} - min_{i=0}^{n-1} L_{t-i}) * (-100)
Data:
date,high,low,close
2021-05-12,144.0,140.25,141.6199951171875
2021-05-13,144.25,135.50999450683594,138.39999389648438
2021-05-14,142.83999633789062,139.00999450683594,142.19000244140625
2021-05-17,141.14999389648438,138.27999877929688,139.99000549316406
2021-05-18,142.77000427246094,136.5,136.86000061035156
2021-05-19,139.1199951171875,132.3300018310547,138.83999633789062
2021-05-20,143.22999572753906,137.02000427246094,142.77999877929688
2021-05-21,145.49000549316406,142.75,143.32000732421875
2021-05-24,148.42999267578125,143.3300018310547,147.3000030517578
2021-05-25,149.3800048828125,142.85000610351562,144.25999450683594
2021-05-26,146.39999389648438,143.1699981689453,144.63999938964844
2021-05-27,145.4949951171875,142.4199981689453,143.00999450683594
2021-05-28,145.3800048828125,142.17999267578125,143.3800048828125
2021-06-01,145.6999969482422,141.52999877929688,143.22000122070312

Indicator data:
Answer: -36.129
Question: On April 04, 2022, what is the Williams %R value for Baker Hughes? (Standard period: 14) 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: %R = (max_{i=0}^{n-1} H_{t-i} - C_t) / (max_{i=0}^{n-1} H_{t-i} - min_{i=0}^{n-1} L_{t-i}) * (-100)
Data:
date,high,low,close
2022-03-16,34.970001220703125,32.58000183105469,33.650001525878906
2022-03-17,35.209999084472656,33.91999816894531,34.97999954223633
2022-03-18,35.54999923706055,34.619998931884766,35.290000915527344
2022-03-21,37.130001068115234,35.88999938964844,36.220001220703125
2022-03-22,36.959999084472656,35.900001525878906,36.540000915527344
2022-03-23,38.09000015258789,36.709999084472656,37.59000015258789
2022-03-24,39.77999877929688,37.41999816894531,38.290000915527344
2022-03-25,38.7400016784668,37.93000030517578,38.720001220703125
2022-03-28,37.93999862670898,36.7400016784668,37.0
2022-03-29,36.720001220703125,35.16999816894531,36.66999816894531
2022-03-30,37.560001373291016,36.61000061035156,37.34999847412109
2022-03-31,37.77000045776367,36.09999847412109,36.40999984741211
2022-04-01,37.20000076293945,36.11000061035156,36.41999816894531
2022-04-04,36.790000915527344,35.79999923706055,36.43000030517578

Indicator data:
Answer: -46.5278
Question: What was Automatic Data Processing's Williams %R on July 20, 2023? (Standard period: 14) 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: %R = (max_{i=0}^{n-1} H_{t-i} - C_t) / (max_{i=0}^{n-1} H_{t-i} - min_{i=0}^{n-1} L_{t-i}) * (-100)
Data:
date,high,low,close
2023-06-30,220.5500030517578,217.47000122070312,219.7899932861328
2023-07-03,219.22999572753903,216.25,218.72999572753903
2023-07-05,220.1999969482422,217.22000122070312,219.6999969482422
2023-07-06,222.16000366210935,218.08999633789065,221.6499938964844
2023-07-07,221.3500061035156,218.5200042724609,218.7400054931641
2023-07-10,225.72999572753903,219.2100067138672,224.25999450683597
2023-07-11,226.63999938964844,223.6199951171875,226.3800048828125
2023-07-12,228.97000122070312,224.3699951171875,224.9900054931641
2023-07-13,227.6100006103516,224.6100006103516,227.16000366210935
2023-07-14,229.7100067138672,226.6199951171875,229.47000122070312
2023-07-17,234.44000244140625,228.25999450683597,233.72000122070312
2023-07-18,237.08999633789065,233.0,235.8999938964844
2023-07-19,238.52999877929688,235.1100006103516,237.3300018310547
2023-07-20,238.3300018310547,235.2899932861328,237.0800018310547

Indicator data:
Answer: -6.5081
Question: For Williams %R, what is the value of Quest Diagnostics on July 08, 2020? (Standard period: 14) 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: %R = (max_{i=0}^{n-1} H_{t-i} - C_t) / (max_{i=0}^{n-1} H_{t-i} - min_{i=0}^{n-1} L_{t-i}) * (-100)
Data:
date,high,low,close
2020-06-18,113.1500015258789,110.41000366210938,111.08999633789062
2020-06-19,112.68000030517578,108.23999786376952,108.2699966430664
2020-06-22,109.9800033569336,107.26000213623048,109.91000366210938
2020-06-23,110.41000366210938,106.08999633789062,106.95999908447266
2020-06-24,107.98999786376952,103.45999908447266,104.5500030517578
2020-06-25,108.62999725341795,103.26000213623048,108.3000030517578
2020-06-26,110.8000030517578,107.52999877929688,110.22000122070312
2020-06-29,110.9000015258789,108.87999725341795,110.41999816894533
2020-06-30,114.5,110.37999725341795,113.95999908447266
2020-07-01,114.97000122070312,112.48999786376952,114.0500030517578
2020-07-02,116.86000061035156,114.4000015258789,116.04000091552734
2020-07-06,118.98999786376952,117.08999633789062,118.37000274658205
2020-07-07,118.23999786376952,116.22000122070312,117.30999755859376
2020-07-08,118.0,116.2699966430664,117.91999816894533

Indicator data:
Answer: -6.8023
Question: Calculate the Williams %R value for Regeneron Pharmaceuticals on October 18, 2021. (Standard period: 14) 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: %R = (max_{i=0}^{n-1} H_{t-i} - C_t) / (max_{i=0}^{n-1} H_{t-i} - min_{i=0}^{n-1} L_{t-i}) * (-100)
Data:
date,high,low,close
2021-09-29,612.739990234375,604.97998046875,606.7000122070312
2021-09-30,613.5800170898438,604.6199951171875,605.1799926757812
2021-10-01,578.0,556.0499877929688,570.7899780273438
2021-10-04,568.1300048828125,553.0999755859375,555.4199829101562
2021-10-05,564.72998046875,549.27001953125,550.9000244140625
2021-10-06,553.9299926757812,543.4099731445312,546.5700073242188
2021-10-07,559.75,547.3200073242188,552.02001953125
2021-10-08,555.52001953125,543.25,550.02001953125
2021-10-11,557.8699951171875,545.5999755859375,546.260009765625
2021-10-12,549.3499755859375,541.5800170898438,544.4400024414062
2021-10-13,556.1799926757812,546.969970703125,547.1199951171875
2021-10-14,565.1099853515625,552.0700073242188,555.6199951171875
2021-10-15,558.9299926757812,552.1599731445312,553.239990234375
2021-10-18,552.489990234375,539.1799926757812,543.47998046875

Indicator data:
Answer: -94.2204
Question: What is the value of Bollinger %B for Host Hotels & Resorts on February 28, 2022? (Standard parameters: period 20, multiplier 2, use population standard deviation) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: Middle = SMA_n(P); Upper = Middle + 2 * \sigma_n(P); Lower = Middle - 2 * \sigma_n(P); %B = (P_t - Lower) / (Upper - Lower)
Data:
date,close
2022-01-31,17.34000015258789
2022-02-01,17.3700008392334
2022-02-02,17.18000030517578
2022-02-03,17.079999923706055
2022-02-04,17.459999084472656
2022-02-07,17.84000015258789
2022-02-08,18.170000076293945
2022-02-09,18.450000762939453
2022-02-10,18.540000915527344
2022-02-11,18.059999465942383
2022-02-14,17.93000030517578
2022-02-15,18.71999931335449
2022-02-16,19.309999465942383
2022-02-17,19.299999237060547
2022-02-18,19.11000061035156
2022-02-22,18.59000015258789
2022-02-23,18.34000015258789
2022-02-24,18.489999771118164
2022-02-25,18.75
2022-02-28,18.270000457763672

Indicator data:
Answer: 0.5208
Question: On February 10, 2025, what is the Bollinger %B value for Fair Isaac? (Standard parameters: period 20, multiplier 2, use population standard deviation) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: Middle = SMA_n(P); Upper = Middle + 2 * \sigma_n(P); Lower = Middle - 2 * \sigma_n(P); %B = (P_t - Lower) / (Upper - Lower)
Data:
date,close
2025-01-13,1911.97998046875
2025-01-14,1949.530029296875
2025-01-15,2030.469970703125
2025-01-16,1969.6800537109373
2025-01-17,1900.5400390625
2025-01-21,1894.18994140625
2025-01-22,1880.3199462890625
2025-01-23,1854.5999755859373
2025-01-24,1814.8499755859373
2025-01-27,1842.6400146484373
2025-01-28,1851.0999755859373
2025-01-29,1860.2099609375
2025-01-30,1866.4200439453125
2025-01-31,1873.56005859375
2025-02-03,1827.9599609375
2025-02-04,1809.699951171875
2025-02-05,1847.800048828125
2025-02-06,1887.300048828125
2025-02-07,1858.8599853515625
2025-02-10,1857.3499755859373

Indicator data:
Answer: 0.3942
Question: What was Digital Realty's Bollinger %B on June 09, 2022? (Standard parameters: period 20, multiplier 2, use population standard deviation) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: Middle = SMA_n(P); Upper = Middle + 2 * \sigma_n(P); Lower = Middle - 2 * \sigma_n(P); %B = (P_t - Lower) / (Upper - Lower)
Data:
date,close
2022-05-12,127.11000061035156
2022-05-13,131.19000244140625
2022-05-16,128.41000366210938
2022-05-17,128.64999389648438
2022-05-18,125.29000091552734
2022-05-19,127.66999816894533
2022-05-20,131.10000610351562
2022-05-23,133.52000427246094
2022-05-24,136.6300048828125
2022-05-25,137.85000610351562
2022-05-26,136.7899932861328
2022-05-27,141.50999450683594
2022-05-31,139.58999633789062
2022-06-01,137.44000244140625
2022-06-02,138.3699951171875
2022-06-03,134.49000549316406
2022-06-06,134.91000366210938
2022-06-07,135.25999450683594
2022-06-08,132.85000610351562
2022-06-09,133.22000122070312

Indicator data:
Answer: 0.4789
Question: For Bollinger %B, what is the value of Boston Scientific on June 30, 2025? (Standard parameters: period 20, multiplier 2, use population standard deviation) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: Middle = SMA_n(P); Upper = Middle + 2 * \sigma_n(P); Lower = Middle - 2 * \sigma_n(P); %B = (P_t - Lower) / (Upper - Lower)
Data:
date,close
2025-06-02,104.16999816894533
2025-06-03,103.0999984741211
2025-06-04,102.43000030517578
2025-06-05,102.83000183105467
2025-06-06,102.08999633789062
2025-06-09,100.04000091552734
2025-06-10,99.33999633789062
2025-06-11,99.4000015258789
2025-06-12,98.55999755859376
2025-06-13,99.73999786376952
2025-06-16,101.48999786376952
2025-06-17,101.7300033569336
2025-06-18,101.37000274658205
2025-06-20,101.3000030517578
2025-06-23,102.36000061035156
2025-06-24,104.12000274658205
2025-06-25,104.29000091552734
2025-06-26,104.58000183105467
2025-06-27,106.52999877929688
2025-06-30,107.41000366210938

Indicator data:
Answer: 1.0486
Question: Calculate the Bollinger %B value for Netflix on August 17, 2021. (Standard parameters: period 20, multiplier 2, use population standard deviation) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: Middle = SMA_n(P); Upper = Middle + 2 * \sigma_n(P); Lower = Middle - 2 * \sigma_n(P); %B = (P_t - Lower) / (Upper - Lower)
Data:
date,close
2021-07-21,51.36299896240234
2021-07-22,51.17699813842773
2021-07-23,51.54100036621094
2021-07-26,51.64899826049805
2021-07-27,51.89099884033203
2021-07-28,51.93000030517578
2021-07-29,51.42499923706055
2021-07-30,51.75699996948242
2021-08-02,51.51499938964844
2021-08-03,51.08200073242188
2021-08-04,51.73500061035156
2021-08-05,52.48899841308594
2021-08-06,52.05500030517578
2021-08-09,51.99700164794922
2021-08-10,51.58399963378906
2021-08-11,51.2400016784668
2021-08-12,51.071998596191406
2021-08-13,51.59199905395508
2021-08-16,51.79199981689453
2021-08-17,51.89099884033203

Indicator data:
Answer: 0.6805
Question: What is the value of Ease of Movement for Procter & Gamble on December 29, 2022? (Standard period: 14; volume is scaled in millions in the denominator to avoid extreme values) 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: MidMove_t = ((H_t + L_t) / 2 - (H_{t-1} + L_{t-1}) / 2) / ((V_t / 10^6) / (H_t - L_t)); EMV = SMA_n(MidMove)
Data:
date,high,low,volume
2022-12-08,151.3800048828125,149.00999450683594,5187100
2022-12-09,151.9499969482422,150.22000122070312,5868200
2022-12-12,152.55999755859375,151.0399932861328,6142400
2022-12-13,154.22999572753906,150.7899932861328,7680600
2022-12-14,154.44000244140625,152.1699981689453,7385600
2022-12-15,152.0,149.74000549316406,7117200
2022-12-16,151.07000732421875,149.02000427246094,19966400
2022-12-19,151.3800048828125,149.24000549316406,5881800
2022-12-20,150.89999389648438,149.27000427246094,5646100
2022-12-21,152.6300048828125,150.72000122070312,5024700
2022-12-22,152.41000366210938,150.8800048828125,5904900
2022-12-23,152.9199981689453,151.6699981689453,3401800
2022-12-27,154.32000732421875,152.66000366210938,4215100
2022-12-28,154.64999389648438,151.89999389648438,4197500
2022-12-29,153.24000549316406,152.13999938964844,3809100

Indicator data:
Answer: 0.0837
Question: On October 31, 2025, what is the Ease of Movement value for Baker Hughes? (Standard period: 14; volume is scaled in millions in the denominator to avoid extreme values) 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: MidMove_t = ((H_t + L_t) / 2 - (H_{t-1} + L_{t-1}) / 2) / ((V_t / 10^6) / (H_t - L_t)); EMV = SMA_n(MidMove)
Data:
date,high,low,volume
2025-10-13,45.93999862670898,45.040000915527344,11107900
2025-10-14,45.36000061035156,43.91999816894531,9227800
2025-10-15,45.66999816894531,44.220001220703125,7972200
2025-10-16,45.119998931884766,44.25,8097300
2025-10-17,45.5,44.41999816894531,8216300
2025-10-20,46.38999938964844,45.20000076293945,6771900
2025-10-21,47.40999984741211,45.630001068115234,11386600
2025-10-22,48.33000183105469,46.720001220703125,8747500
2025-10-23,49.08000183105469,48.0,9548800
2025-10-24,50.41999816894531,46.84999847412109,13058600
2025-10-27,48.20000076293945,46.119998931884766,8753600
2025-10-28,47.97999954223633,46.38999938964844,9193800
2025-10-29,48.84999847412109,47.58000183105469,7071700
2025-10-30,49.15999984741211,47.70000076293945,6193500
2025-10-31,48.97999954223633,47.95000076293945,6960400

Indicator data:
Answer: 0.0294
Question: What was Adobe Inc.'s Ease of Movement on April 28, 2022? (Standard period: 14; volume is scaled in millions in the denominator to avoid extreme values) 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: MidMove_t = ((H_t + L_t) / 2 - (H_{t-1} + L_{t-1}) / 2) / ((V_t / 10^6) / (H_t - L_t)); EMV = SMA_n(MidMove)
Data:
date,high,low,volume
2022-04-07,455.9200134277344,440.760009765625,2757800
2022-04-08,454.4100036621094,443.3699951171875,2260700
2022-04-11,440.0,429.739990234375,2932100
2022-04-12,444.4400024414063,425.1600036621094,2199000
2022-04-13,433.5199890136719,425.6700134277344,3078900
2022-04-14,435.9500122070313,420.0299987792969,2597000
2022-04-18,429.6900024414063,418.7300109863281,2594700
2022-04-19,437.489990234375,420.6400146484375,1962700
2022-04-20,442.4400024414063,427.2000122070313,2094400
2022-04-21,438.9400024414063,416.3599853515625,2390100
2022-04-22,424.3299865722656,408.0199890136719,3198800
2022-04-25,414.0799865722656,401.6700134277344,3368800
2022-04-26,411.6099853515625,397.4700012207031,2820100
2022-04-27,412.4599914550781,396.80999755859375,3080700
2022-04-28,414.2699890136719,398.489990234375,2593900

Indicator data:
Answer: -11.7822
Question: For Ease of Movement, what is the value of Kraft Heinz on March 02, 2023? (Standard period: 14; volume is scaled in millions in the denominator to avoid extreme values) 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: MidMove_t = ((H_t + L_t) / 2 - (H_{t-1} + L_{t-1}) / 2) / ((V_t / 10^6) / (H_t - L_t)); EMV = SMA_n(MidMove)
Data:
date,high,low,volume
2023-02-09,39.34000015258789,38.68000030517578,4941900
2023-02-10,39.84999847412109,38.93999862670898,5555200
2023-02-13,40.380001068115234,39.7599983215332,6591800
2023-02-14,40.40999984741211,39.7400016784668,7316000
2023-02-15,40.27999877929688,39.380001068115234,7756100
2023-02-16,39.8849983215332,39.27999877929688,8923000
2023-02-17,40.20000076293945,39.619998931884766,10134500
2023-02-21,40.25,39.27999877929688,8349000
2023-02-22,40.040000915527344,39.470001220703125,6589400
2023-02-23,39.89500045776367,39.47999954223633,4959200
2023-02-24,39.82500076293945,39.45000076293945,5082100
2023-02-27,40.01499938964844,39.54100036621094,4497200
2023-02-28,39.68999862670898,38.869998931884766,8956200
2023-03-01,38.900001525878906,38.09999847412109,5550400
2023-03-02,38.8849983215332,38.369998931884766,3976800

Indicator data:
Answer: -0.0038
Question: Calculate the Ease of Movement value for Gartner on June 30, 2025. (Standard period: 14; volume is scaled in millions in the denominator to avoid extreme values) 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: MidMove_t = ((H_t + L_t) / 2 - (H_{t-1} + L_{t-1}) / 2) / ((V_t / 10^6) / (H_t - L_t)); EMV = SMA_n(MidMove)
Data:
date,high,low,volume
2025-06-09,426.2900085449219,420.3299865722656,509100
2025-06-10,430.1900024414063,419.8599853515625,913200
2025-06-11,424.8699951171875,411.5899963378906,1042100
2025-06-12,416.739990234375,410.9200134277344,1023800
2025-06-13,413.260009765625,404.510009765625,558800
2025-06-16,409.9800109863281,405.7799987792969,680400
2025-06-17,409.9500122070313,404.0,460000
2025-06-18,406.6400146484375,398.8399963378906,712100
2025-06-20,401.25,390.1600036621094,1951500
2025-06-23,398.5199890136719,390.7099914550781,1715900
2025-06-24,402.30999755859375,395.260009765625,936000
2025-06-25,404.30999755859375,397.3800048828125,832100
2025-06-26,404.9599914550781,398.4700012207031,897500
2025-06-27,408.55999755859375,400.010009765625,1040400
2025-06-30,406.5799865722656,402.1199951171875,957700

Indicator data:
Answer: -14.4711
Question: What is the value of Money Flow Index for Skyworks Solutions on December 26, 2025? (Standard period: 14) 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: TP_t = (H_t + L_t + C_t) / 3; MF_t = TP_t * V_t; PMF_t = MF_t * \mathbb{1}[TP_t > TP_{t-1}]; NMF_t = MF_t * \mathbb{1}[TP_t < TP_{t-1}]; MFR = \sum_{i=0}^{n-1} PMF_{t-i} / \sum_{i=0}^{n-1} NMF_{t-i}; MFI = 100 - 100 / (1 + MFR)
Data:
date,high,low,close,volume
2025-12-05,70.0999984741211,68.47000122070312,69.31999969482422,2415700
2025-12-08,70.30999755859375,68.61000061035156,69.20999908447266,2583700
2025-12-09,69.44999694824219,68.04000091552734,68.54000091552734,2468400
2025-12-10,69.5999984741211,67.72000122070312,68.80999755859375,2951900
2025-12-11,68.5199966430664,67.08999633789062,68.25,2158300
2025-12-12,68.80999755859375,66.5999984741211,66.97000122070312,3372900
2025-12-15,68.11000061035156,66.16000366210938,66.37000274658203,2429100
2025-12-16,66.93000030517578,65.05000305175781,66.0199966430664,2556400
2025-12-17,66.77999877929688,64.4800033569336,65.0,2179100
2025-12-18,66.33999633789062,64.44000244140625,64.48999786376953,2646000
2025-12-19,65.5199966430664,64.1500015258789,64.68000030517578,5855300
2025-12-22,65.80000305175781,64.87000274658203,65.23999786376953,2139900
2025-12-23,65.25,64.29000091552734,64.4800033569336,1755200
2025-12-24,65.11000061035156,64.20999908447266,64.51000213623047,743000
2025-12-26,64.83999633789062,64.16999816894531,64.20999908447266,1433500

Indicator data:
Answer: 22.2554
Question: On March 26, 2020, what is the Money Flow Index value for Dow Inc.? (Standard period: 14) 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: TP_t = (H_t + L_t + C_t) / 3; MF_t = TP_t * V_t; PMF_t = MF_t * \mathbb{1}[TP_t > TP_{t-1}]; NMF_t = MF_t * \mathbb{1}[TP_t < TP_{t-1}]; MFR = \sum_{i=0}^{n-1} PMF_{t-i} / \sum_{i=0}^{n-1} NMF_{t-i}; MFI = 100 - 100 / (1 + MFR)
Data:
date,high,low,close,volume
2020-03-06,39.68999862670898,38.310001373291016,38.970001220703125,6928400
2020-03-09,34.939998626708984,30.43000030517578,30.530000686645508,15081500
2020-03-10,33.33000183105469,29.315000534057617,31.399999618530277,12975400
2020-03-11,30.32999992370605,27.850000381469727,27.989999771118164,12444100
2020-03-12,26.38999938964844,22.38999938964844,23.670000076293945,18163300
2020-03-13,28.01000022888184,22.57999992370605,25.690000534057617,17350800
2020-03-16,25.43000030517578,21.950000762939453,22.0,12345400
2020-03-17,27.600000381469727,22.739999771118164,26.600000381469727,19873300
2020-03-18,28.290000915527344,24.51000022888184,26.440000534057617,16955900
2020-03-19,31.350000381469727,25.93000030517578,28.1200008392334,13893400
2020-03-20,29.690000534057617,26.59000015258789,27.440000534057617,12649100
2020-03-23,28.43000030517578,26.01000022888184,26.57999992370605,11703100
2020-03-24,29.959999084472656,26.899999618530277,28.46999931335449,12333600
2020-03-25,32.42499923706055,28.600000381469727,30.3799991607666,10539200
2020-03-26,31.299999237060547,28.950000762939453,29.68000030517578,14298600

Indicator data:
Answer: 44.5612
Question: What was Microchip Technology's Money Flow Index on January 28, 2025? (Standard period: 14) 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: TP_t = (H_t + L_t + C_t) / 3; MF_t = TP_t * V_t; PMF_t = MF_t * \mathbb{1}[TP_t > TP_{t-1}]; NMF_t = MF_t * \mathbb{1}[TP_t < TP_{t-1}]; MFR = \sum_{i=0}^{n-1} PMF_{t-i} / \sum_{i=0}^{n-1} NMF_{t-i}; MFI = 100 - 100 / (1 + MFR)
Data:
date,high,low,close,volume
2025-01-06,59.86000061035156,57.79999923706055,58.290000915527344,6946000
2025-01-07,59.27999877929688,57.209999084472656,57.470001220703125,10217500
2025-01-08,57.5,56.0099983215332,56.380001068115234,6226800
2025-01-10,55.869998931884766,54.470001220703125,55.18999862670898,7634000
2025-01-13,56.02999877929688,54.81999969482422,55.90999984741211,6656100
2025-01-14,56.90999984741211,55.380001068115234,56.880001068115234,6015300
2025-01-15,58.43000030517578,56.959999084472656,57.0,8972300
2025-01-16,57.27000045776367,55.34000015258789,56.18999862670898,7925700
2025-01-17,58.470001220703125,57.18000030517578,57.970001220703125,8272700
2025-01-21,59.66999816894531,57.61000061035156,58.5099983215332,6996100
2025-01-22,59.36000061035156,58.02999877929688,58.47999954223633,6901700
2025-01-23,59.58000183105469,56.970001220703125,59.56999969482422,6335100
2025-01-24,59.16999816894531,55.75,56.38999938964844,10300600
2025-01-27,58.34000015258789,56.630001068115234,57.22999954223633,15094900
2025-01-28,56.79999923706055,55.369998931884766,56.27999877929688,9813500

Indicator data:
Answer: 56.0
Question: For Money Flow Index, what is the value of Applied Materials on May 06, 2021? (Standard period: 14) 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: TP_t = (H_t + L_t + C_t) / 3; MF_t = TP_t * V_t; PMF_t = MF_t * \mathbb{1}[TP_t > TP_{t-1}]; NMF_t = MF_t * \mathbb{1}[TP_t < TP_{t-1}]; MFR = \sum_{i=0}^{n-1} PMF_{t-i} / \sum_{i=0}^{n-1} NMF_{t-i}; MFI = 100 - 100 / (1 + MFR)
Data:
date,high,low,close,volume
2021-04-16,134.74000549316406,133.00999450683594,133.72999572753906,7686300
2021-04-19,135.27999877929688,128.6999969482422,130.88999938964844,12826400
2021-04-20,131.6699981689453,128.30999755859375,128.58999633789062,7583300
2021-04-21,135.16000366210938,129.0,135.0500030517578,12108800
2021-04-22,135.74000549316406,130.4499969482422,131.75,11483500
2021-04-23,135.1699981689453,132.75,134.86000061035156,8079100
2021-04-26,138.6699981689453,134.1999969482422,137.3000030517578,7927200
2021-04-27,138.25,135.5500030517578,136.77999877929688,5767400
2021-04-28,136.9199981689453,134.57000732421875,135.69000244140625,6172700
2021-04-29,137.60000610351562,133.08999633789062,135.38999938964844,6668400
2021-04-30,134.39999389648438,131.39999389648438,132.7100067138672,8691800
2021-05-03,135.61000061035156,131.6999969482422,132.85000610351562,7750200
2021-05-04,130.67999267578125,125.31999969482422,128.72000122070312,14199100
2021-05-05,132.52000427246094,128.75999450683594,130.2899932861328,7276600
2021-05-06,131.88999938964844,127.76000213623048,131.72999572753906,7270500

Indicator data:
Answer: 39.9292
Question: Calculate the Money Flow Index value for Johnson & Johnson on February 13, 2020. (Standard period: 14) 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: TP_t = (H_t + L_t + C_t) / 3; MF_t = TP_t * V_t; PMF_t = MF_t * \mathbb{1}[TP_t > TP_{t-1}]; NMF_t = MF_t * \mathbb{1}[TP_t < TP_{t-1}]; MFR = \sum_{i=0}^{n-1} PMF_{t-i} / \sum_{i=0}^{n-1} NMF_{t-i}; MFI = 100 - 100 / (1 + MFR)
Data:
date,high,low,close,volume
2020-01-24,148.9499969482422,147.92999267578125,148.32000732421875,9051900
2020-01-27,149.4600067138672,147.0,148.75,7587100
2020-01-28,150.57000732421875,148.14999389648438,149.5,7336600
2020-01-29,151.19000244140625,149.1300048828125,150.5399932861328,6288600
2020-01-30,150.50999450683594,149.0500030517578,150.36000061035156,6470600
2020-01-31,150.0,148.63999938964844,148.8699951171875,8651700
2020-02-03,150.49000549316406,149.24000549316406,150.1699981689453,5765200
2020-02-04,152.75,151.1999969482422,151.60000610351562,6541400
2020-02-05,154.02000427246094,151.30999755859375,153.99000549316406,5979900
2020-02-06,154.5,152.74000549316406,153.52999877929688,6201200
2020-02-07,153.4600067138672,151.5500030517578,151.88999938964844,5700300
2020-02-10,151.91000366210938,150.88999938964844,151.86000061035156,4835600
2020-02-11,152.3800048828125,151.5399932861328,151.99000549316406,3715300
2020-02-12,152.14999389648438,150.9199981689453,151.08999633789062,5166800
2020-02-13,151.0399932861328,149.8800048828125,150.08999633789062,5480200

Indicator data:
Answer: 57.6964
Question: What is the value of Stochastic %K for Loews Corporation on March 24, 2020? (Standard parameters: 14, 3, 3; Calculates Slow Stochastic by default) 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: K = SMA(RSV, k); RSV = (C - Low_n) / (High_n - Low_n) * 100
Data:
date,high,low,close
2020-02-25,52.33000183105469,50.27999877929688,50.36000061035156
2020-02-26,51.02000045776367,48.880001068115234,48.95000076293945
2020-02-27,48.33000183105469,46.209999084472656,46.209999084472656
2020-02-28,45.650001525878906,43.970001220703125,45.630001068115234
2020-03-02,48.709999084472656,45.54999923706055,48.68999862670898
2020-03-03,49.04999923706055,46.86000061035156,47.08000183105469
2020-03-04,48.58000183105469,46.81999969482422,48.5
2020-03-05,47.150001525878906,45.18000030517578,45.52999877929688
2020-03-06,44.65999984741211,43.209999084472656,44.18000030517578
2020-03-09,41.93999862670898,38.630001068115234,39.38999938964844
2020-03-10,43.2400016784668,40.2599983215332,43.18000030517578
2020-03-11,41.95000076293945,39.4900016784668,39.72999954223633
2020-03-12,37.310001373291016,33.18000030517578,33.189998626708984
2020-03-13,37.040000915527344,34.16999816894531,37.0099983215332
2020-03-16,37.959999084472656,32.220001220703125,33.41999816894531
2020-03-17,37.70000076293945,32.25,36.720001220703125
2020-03-18,34.900001525878906,31.65999984741211,34.59000015258789
2020-03-19,38.22999954223633,32.0,37.310001373291016
2020-03-20,37.970001220703125,30.8700008392334,31.26000022888184
2020-03-23,32.0,28.520000457763672,29.739999771118164
2020-03-24,33.9900016784668,30.51000022888184,33.7400016784668

Indicator data:
Answer: 12.0821
Question: On July 07, 2020, what is the Stochastic %K value for Tapestry? (Standard parameters: 14, 3, 3; Calculates Slow Stochastic by default) 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: K = SMA(RSV, k); RSV = (C - Low_n) / (High_n - Low_n) * 100
Data:
date,high,low,close
2020-06-08,18.149999618530277,17.170000076293945,17.979999542236328
2020-06-09,17.31999969482422,16.520000457763672,16.549999237060547
2020-06-10,16.5,15.4399995803833,15.479999542236328
2020-06-11,14.579999923706056,13.93000030517578,14.119999885559082
2020-06-12,15.149999618530272,14.039999961853027,14.479999542236328
2020-06-15,14.390000343322754,13.649999618530272,14.1899995803833
2020-06-16,15.68000030517578,14.789999961853027,14.989999771118164
2020-06-17,14.989999771118164,14.210000038146973,14.220000267028809
2020-06-18,14.449999809265137,13.800000190734863,13.979999542236328
2020-06-19,14.6899995803833,13.520000457763672,13.529999732971191
2020-06-22,13.859999656677246,13.300000190734863,13.710000038146973
2020-06-23,14.06999969482422,13.489999771118164,13.779999732971191
2020-06-24,13.579999923706056,12.6899995803833,12.800000190734863
2020-06-25,12.6899995803833,12.3100004196167,12.600000381469728
2020-06-26,12.770000457763672,12.300000190734863,12.550000190734863
2020-06-29,13.369999885559082,12.40999984741211,13.350000381469728
2020-06-30,13.520000457763672,12.970000267028809,13.279999732971191
2020-07-01,13.9399995803833,12.920000076293944,12.970000267028809
2020-07-02,13.619999885559082,12.920000076293944,13.010000228881836
2020-07-06,13.5,12.890000343322754,13.18000030517578
2020-07-07,13.15999984741211,12.630000114440918,12.649999618530272

Indicator data:
Answer: 20.0175
Question: What was SBA Communications's Stochastic %K on September 19, 2024? (Standard parameters: 14, 3, 3; Calculates Slow Stochastic by default) 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: K = SMA(RSV, k); RSV = (C - Low_n) / (High_n - Low_n) * 100
Data:
date,high,low,close
2024-08-21,219.5800018310547,217.41000366210935,219.3000030517578
2024-08-22,219.5399932861328,217.50999450683597,218.3699951171875
2024-08-23,228.02999877929688,219.02999877929688,227.27999877929688
2024-08-26,229.8999938964844,226.72000122070312,227.5399932861328
2024-08-27,228.88999938964844,225.5399932861328,228.50999450683597
2024-08-28,229.3500061035156,226.50999450683597,227.6699981689453
2024-08-29,227.6300048828125,223.0500030517578,226.5399932861328
2024-08-30,229.00999450683597,224.69000244140625,226.66000366210935
2024-09-03,233.6499938964844,225.8300018310547,230.80999755859372
2024-09-04,235.41000366210935,230.22000122070312,233.22000122070312
2024-09-05,236.9900054931641,232.50999450683597,233.3699951171875
2024-09-06,238.82000732421875,233.5399932861328,238.50999450683597
2024-09-09,241.8300018310547,236.0200042724609,239.8300018310547
2024-09-10,243.75,239.8999938964844,242.52999877929688
2024-09-11,242.33999633789065,236.80999755859372,241.83999633789065
2024-09-12,242.22999572753903,237.82000732421875,239.8500061035156
2024-09-13,243.47999572753903,239.0,242.9499969482422
2024-09-16,247.4499969482422,244.5,245.08999633789065
2024-09-17,246.66000366210935,243.55999755859372,245.0
2024-09-18,246.91000366210935,239.7700042724609,239.91000366210935
2024-09-19,240.82000732421875,232.17999267578125,238.2899932861328

Indicator data:
Answer: 72.9371
Question: For Stochastic %K, what is the value of General Mills on May 25, 2021? (Standard parameters: 14, 3, 3; Calculates Slow Stochastic by default) 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: K = SMA(RSV, k); RSV = (C - Low_n) / (High_n - Low_n) * 100
Data:
date,high,low,close
2021-04-27,60.75,60.13999938964844,60.540000915527344
2021-04-28,61.34000015258789,60.52999877929688,60.79999923706055
2021-04-29,61.65999984741211,60.79999923706055,61.43000030517578
2021-04-30,61.619998931884766,60.619998931884766,60.86000061035156
2021-05-03,62.02999877929688,60.86000061035156,61.59999847412109
2021-05-04,62.2599983215332,61.33000183105469,61.79999923706055
2021-05-05,61.90999984741211,60.9900016784668,61.83000183105469
2021-05-06,64.23999786376953,62.38999938964844,63.63999938964844
2021-05-07,63.68000030517578,62.400001525878906,63.04999923706055
2021-05-10,64.13999938964844,63.15999984741211,63.83000183105469
2021-05-11,64.30000305175781,62.81999969482422,63.11000061035156
2021-05-12,63.63999938964844,62.75,62.959999084472656
2021-05-13,64.6500015258789,62.43999862670898,63.97999954223633
2021-05-14,64.6500015258789,63.369998931884766,63.400001525878906
2021-05-17,63.61000061035156,62.540000915527344,62.790000915527344
2021-05-18,63.16999816894531,62.33000183105469,62.93000030517578
2021-05-19,63.040000915527344,62.16999816894531,62.59999847412109
2021-05-20,63.380001068115234,62.38999938964844,62.900001525878906
2021-05-21,63.880001068115234,62.95000076293945,63.130001068115234
2021-05-24,63.63999938964844,63.040000915527344,63.04999923706055
2021-05-25,63.20000076293945,62.31999969482422,62.84999847412109

Indicator data:
Answer: 47.3911
Question: Calculate the Stochastic %K value for Boston Scientific on June 10, 2025. (Standard parameters: 14, 3, 3; Calculates Slow Stochastic by default) 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: K = SMA(RSV, k); RSV = (C - Low_n) / (High_n - Low_n) * 100
Data:
date,high,low,close
2025-05-12,104.5500030517578,101.81999969482422,102.87000274658205
2025-05-13,103.68000030517578,102.26000213623048,102.9499969482422
2025-05-14,103.4800033569336,102.56999969482422,102.9499969482422
2025-05-15,105.05999755859376,102.77999877929688,104.86000061035156
2025-05-16,106.23999786376952,104.72000122070312,106.04000091552734
2025-05-19,106.72000122070312,105.5199966430664,106.66000366210938
2025-05-20,106.66999816894533,105.3000030517578,106.54000091552734
2025-05-21,107.05999755859376,104.37000274658205,104.63999938964844
2025-05-22,105.0,103.56999969482422,104.5
2025-05-23,104.87000274658205,103.58000183105467,104.5
2025-05-27,106.66999816894533,105.22000122070312,106.16999816894533
2025-05-28,105.72000122070312,103.5,104.51000213623048
2025-05-29,105.0,103.87000274658205,104.5
2025-05-30,105.37000274658205,104.08999633789062,105.26000213623048
2025-06-02,105.26000213623048,102.81999969482422,104.16999816894533
2025-06-03,104.1999969482422,102.31999969482422,103.0999984741211
2025-06-04,103.48999786376952,102.4000015258789,102.43000030517578
2025-06-05,103.23999786376952,102.12999725341795,102.83000183105467
2025-06-06,105.77999877929688,100.95999908447266,102.08999633789062
2025-06-09,101.54000091552734,99.62000274658205,100.04000091552734
2025-06-10,100.45999908447266,98.98999786376952,99.33999633789062

Indicator data:
Answer: 9.5022
Question: What is the value of Stochastic %D for Nasdaq Inc. on October 18, 2021? (Standard parameters: 14, 3, 3) 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: D = SMA(K, k); K = SMA(RSV, k); RSV = (C - Low_n) / (High_n - Low_n) * 100
Data:
date,high,low,close
2021-09-15,65.71333312988281,64.83333587646484,65.27999877929688
2021-09-16,65.48666381835938,64.85333251953125,65.1433334350586
2021-09-17,64.97000122070312,63.66666793823242,64.30000305175781
2021-09-20,64.03666687011719,62.83666610717773,63.65999984741211
2021-09-21,64.23999786376953,63.7400016784668,63.96666717529297
2021-09-22,64.9000015258789,64.01667022705078,64.83333587646484
2021-09-23,65.57666778564453,65.086669921875,65.1933364868164
2021-09-24,65.70999908447266,64.79666900634766,65.59333038330078
2021-09-27,65.54666900634766,64.83999633789062,65.26000213623047
2021-09-28,64.77666473388672,63.12666702270508,63.6533317565918
2021-09-29,64.80332946777344,63.63999938964844,64.663330078125
2021-09-30,65.77666473388672,64.3066635131836,64.33999633789062
2021-10-01,64.91666412353516,63.5533332824707,64.57666778564453
2021-10-04,65.11000061035156,62.913333892822266,62.9900016784668
2021-10-05,65.1933364868164,63.08666610717773,65.086669921875
2021-10-06,65.30000305175781,64.0999984741211,64.87999725341797
2021-10-07,66.36333465576172,65.33333587646484,65.97000122070312
2021-10-08,66.38333129882812,65.51000213623047,65.80000305175781
2021-10-11,67.5,65.41999816894531,65.8933334350586
2021-10-12,66.30000305175781,65.39666748046875,65.82666778564453
2021-10-13,66.27999877929688,65.05000305175781,65.8066635131836
2021-10-14,67.07333374023438,66.29666900634766,66.87999725341797
2021-10-15,67.8066635131836,66.77666473388672,67.67333221435547
2021-10-18,68.17333221435547,67.27666473388672,67.83000183105469

Indicator data:
Answer: 81.9057
Question: On May 21, 2024, what is the Stochastic %D value for Arch Capital Group? (Standard parameters: 14, 3, 3) 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: D = SMA(K, k); K = SMA(RSV, k); RSV = (C - Low_n) / (High_n - Low_n) * 100
Data:
date,high,low,close
2024-04-18,91.91999816894533,90.88999938964844,91.38999938964844
2024-04-19,92.97000122070312,90.91000366210938,92.93000030517578
2024-04-22,94.5999984741211,93.0,93.8499984741211
2024-04-23,94.37000274658205,93.4499969482422,93.77999877929688
2024-04-24,93.66999816894533,92.70999908447266,93.19000244140624
2024-04-25,93.45999908447266,92.38999938964844,93.0500030517578
2024-04-26,92.43000030517578,90.77999877929688,90.9000015258789
2024-04-29,91.63999938964844,90.61000061035156,91.25
2024-04-30,94.04000091552734,90.5500030517578,93.54000091552734
2024-05-01,96.58000183105467,93.62999725341795,95.8000030517578
2024-05-02,96.44000244140624,94.5,95.16999816894533
2024-05-03,95.58999633789062,92.77999877929688,94.41000366210938
2024-05-06,97.16999816894533,94.76000213623048,97.13999938964844
2024-05-07,98.54000091552734,97.04000091552734,98.20999908447266
2024-05-08,99.6999969482422,98.20999908447266,98.93000030517578
2024-05-09,99.63999938964844,98.54000091552734,99.62999725341795
2024-05-10,100.86000061035156,99.75,100.0500030517578
2024-05-13,100.33000183105467,97.83999633789062,97.91000366210938
2024-05-14,98.30999755859376,97.29000091552734,97.9000015258789
2024-05-15,98.38999938964844,97.31999969482422,97.87000274658205
2024-05-16,99.37000274658205,98.4499969482422,98.81999969482422
2024-05-17,101.27999877929688,99.2699966430664,100.98999786376952
2024-05-20,101.26000213623048,100.13999938964844,100.16999816894533
2024-05-21,102.41000366210938,100.55999755859376,101.6500015258789

Indicator data:
Answer: 87.7009
Question: What was NextEra Energy's Stochastic %D on May 12, 2025? (Standard parameters: 14, 3, 3) 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: D = SMA(K, k); K = SMA(RSV, k); RSV = (C - Low_n) / (High_n - Low_n) * 100
Data:
date,high,low,close
2025-04-08,66.58000183105469,63.20000076293945,64.11000061035156
2025-04-09,67.79000091552734,61.720001220703125,67.58000183105469
2025-04-10,67.5,65.23999786376953,66.72000122070312
2025-04-11,66.98999786376953,64.5999984741211,65.80999755859375
2025-04-14,68.12000274658203,65.95999908447266,67.69000244140625
2025-04-15,68.44000244140625,67.52999877929688,67.66000366210938
2025-04-16,68.05000305175781,65.30000305175781,65.63999938964844
2025-04-17,67.33999633789062,65.97000122070312,66.30999755859375
2025-04-21,66.05999755859375,63.63999938964844,64.68000030517578
2025-04-22,66.80000305175781,65.3499984741211,66.63999938964844
2025-04-23,69.0999984741211,66.98999786376953,67.2699966430664
2025-04-24,67.19999694824219,65.23999786376953,66.3499984741211
2025-04-25,66.87000274658203,65.36000061035156,66.08999633789062
2025-04-28,66.33999633789062,65.27999877929688,66.19000244140625
2025-04-29,67.4000015258789,65.72000122070312,67.25
2025-04-30,67.20999908447266,65.45999908447266,66.87999725341797
2025-05-01,67.62999725341797,65.94000244140625,66.05000305175781
2025-05-02,67.37000274658203,65.98999786376953,67.08999633789062
2025-05-05,67.02999877929688,65.87999725341797,66.0999984741211
2025-05-06,66.88999938964844,65.3499984741211,66.54000091552734
2025-05-07,67.9800033569336,65.97000122070312,67.36000061035156
2025-05-08,69.37999725341797,66.91000366210938,68.31999969482422
2025-05-09,70.48999786376953,68.44999694824219,70.30999755859375
2025-05-12,70.98999786376953,68.69999694824219,69.69000244140625

Indicator data:
Answer: 78.279
Question: For Stochastic %D, what is the value of Elevance Health on February 29, 2024? (Standard parameters: 14, 3, 3) 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: D = SMA(K, k); K = SMA(RSV, k); RSV = (C - Low_n) / (High_n - Low_n) * 100
Data:
date,high,low,close
2024-01-26,485.6900024414063,479.7699890136719,483.7999877929688
2024-01-29,487.2900085449219,480.9299926757813,486.5299987792969
2024-01-30,492.8299865722656,486.6900024414063,492.3500061035156
2024-01-31,497.2999877929688,492.5700073242188,493.4400024414063
2024-02-01,496.989990234375,488.3999938964844,495.4299926757813
2024-02-02,497.5299987792969,490.5799865722656,495.1199951171875
2024-02-05,498.2300109863281,488.5799865722656,490.3299865722656
2024-02-06,495.7900085449219,486.4700012207031,493.8299865722656
2024-02-07,502.1400146484375,495.8999938964844,497.7900085449219
2024-02-08,504.0799865722656,499.989990234375,502.1499938964844
2024-02-09,506.8200073242188,500.1799926757813,506.0799865722656
2024-02-12,506.9800109863281,503.7300109863281,505.239990234375
2024-02-13,513.22998046875,503.510009765625,505.30999755859375
2024-02-14,507.2699890136719,502.2999877929688,506.1099853515625
2024-02-15,511.2099914550781,506.2699890136719,508.8299865722656
2024-02-16,514.3499755859375,506.1199951171875,512.6300048828125
2024-02-20,515.3499755859375,508.2900085449219,508.9100036621094
2024-02-21,511.5299987792969,506.05999755859375,509.3800048828125
2024-02-22,514.469970703125,506.3299865722656,512.1699829101562
2024-02-23,514.239990234375,508.4200134277344,514.0900268554688
2024-02-26,516.6099853515625,506.2000122070313,506.5499877929688
2024-02-27,509.2000122070313,503.1799926757813,507.4100036621094
2024-02-28,507.8500061035156,499.5899963378906,503.1099853515625
2024-02-29,504.9800109863281,498.6499938964844,501.25

Indicator data:
Answer: 50.1614
Question: Calculate the Stochastic %D value for Garmin on March 04, 2022. (Standard parameters: 14, 3, 3) 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: D = SMA(K, k); K = SMA(RSV, k); RSV = (C - Low_n) / (High_n - Low_n) * 100
Data:
date,high,low,close
2022-01-31,124.48999786376952,120.9000015258789,124.41999816894533
2022-02-01,125.52999877929688,122.61000061035156,125.36000061035156
2022-02-02,128.3000030517578,125.86000061035156,127.2300033569336
2022-02-03,127.83000183105467,125.0199966430664,125.0999984741211
2022-02-04,126.36000061035156,123.26000213623048,124.76000213623048
2022-02-07,126.45999908447266,124.68000030517578,125.08999633789062
2022-02-08,126.66000366210938,124.62000274658205,126.36000061035156
2022-02-09,128.80999755859375,127.4800033569336,128.6999969482422
2022-02-10,129.07000732421875,124.05999755859376,124.20999908447266
2022-02-11,125.76000213623048,122.66999816894533,123.2300033569336
2022-02-14,123.51000213623048,120.12999725341795,120.76000213623048
2022-02-15,122.98999786376952,118.7300033569336,119.87999725341795
2022-02-16,121.0,114.25,119.58999633789062
2022-02-17,118.31999969482422,112.75,113.31999969482422
2022-02-18,115.56999969482422,112.04000091552734,114.5199966430664
2022-02-22,114.6500015258789,111.2300033569336,111.83000183105467
2022-02-23,113.08000183105467,109.61000061035156,109.79000091552734
2022-02-24,110.44000244140624,106.66000366210938,110.41000366210938
2022-02-25,112.30999755859376,109.8499984741211,111.83000183105467
2022-02-28,111.26000213623048,109.48999786376952,110.44000244140624
2022-03-01,110.7300033569336,109.08000183105467,110.0
2022-03-02,115.20999908447266,110.0,113.91000366210938
2022-03-03,114.45999908447266,111.5,112.0500030517578
2022-03-04,111.0,109.51000213623048,110.56999969482422

Indicator data:
Answer: 24.8194