OpenFinArena/FinDeepIndicator huggingface dataset:
Question: Calculate the Chaikin Volatility value for International Flavors & Fragrances on August 18, 2023. (Standard parameters: (10, 10); Require 50 bars to warm up; EMA uses 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: HL_EMA_t = EMA_n(H - L); ChaikinVol_t = HL_EMA_t / HL_EMA_{t-m} - 1
Data:
date,high,low
2023-06-07,81.98999786376953,80.37000274658203
2023-06-08,81.91999816894531,79.7300033569336
2023-06-09,78.63999938964844,76.68000030517578
2023-06-12,79.45999908447266,77.66000366210938
2023-06-13,79.73999786376953,78.05000305175781
2023-06-14,80.56999969482422,77.93000030517578
2023-06-15,79.69000244140625,77.62999725341797
2023-06-16,80.93000030517578,78.95999908447266
2023-06-20,80.75,78.70999908447266
2023-06-21,79.41999816894531,77.69000244140625
2023-06-22,77.80000305175781,76.44000244140625
2023-06-23,76.9000015258789,75.18000030517578
2023-06-26,76.87000274658203,75.19999694824219
2023-06-27,77.36000061035156,76.30000305175781
2023-06-28,76.98999786376953,75.31999969482422
2023-06-29,77.91999816894531,76.06999969482422
2023-06-30,79.76000213623047,77.83000183105469
2023-07-03,80.45999908447266,79.16000366210938
2023-07-05,79.80000305175781,78.12000274658203
2023-07-06,78.26000213623047,76.83000183105469
2023-07-07,79.8499984741211,78.12999725341797
2023-07-10,80.29000091552734,78.36000061035156
2023-07-11,80.54000091552734,78.66000366210938
2023-07-12,82.2699966430664,81.37000274658203
2023-07-13,82.05999755859375,80.5999984741211
2023-07-14,81.73999786376953,79.23999786376953
2023-07-17,80.51000213623047,78.63999938964844
2023-07-18,82.3499984741211,79.4000015258789
2023-07-19,84.36000061035156,82.87000274658203
2023-07-20,83.95999908447266,82.5999984741211
2023-07-21,84.41999816894531,81.3499984741211
2023-07-24,85.47000122070312,84.0
2023-07-25,87.56999969482422,84.80000305175781
2023-07-26,88.69000244140625,86.5199966430664
2023-07-27,87.75,83.83000183105469
2023-07-28,85.8499984741211,84.6500015258789
2023-07-31,86.66000366210938,83.86000061035156
2023-08-01,84.7699966430664,83.66999816894531
2023-08-02,83.3499984741211,82.18000030517578
2023-08-03,82.38999938964844,80.1500015258789
2023-08-04,81.76000213623047,80.41999816894531
2023-08-07,80.62999725341797,79.69000244140625
2023-08-08,67.52999877929688,62.27999877929688
2023-08-09,65.02999877929688,62.79999923706055
2023-08-10,64.97000122070312,63.22999954223633
2023-08-11,64.37000274658203,63.0099983215332
2023-08-14,64.98999786376953,63.630001068115234
2023-08-15,64.91000366210938,63.88999938964844
2023-08-16,64.37999725341797,63.29999923706055
2023-08-17,63.83000183105469,62.790000915527344
2023-08-18,63.709999084472656,62.11000061035156

Indicator data:
Answer: -0.1713
Question: What is the value of On-Balance Volume for Southern Company on October 17, 2023? (Requires 60 bars to warm up) 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: OBV_t = OBV_{t-1} + sign(C_t - C_{t-1}) * V_t = \sum_{i=1}^{t} sign(C_i - C_{i-1}) * V_i
Data:
date,close,volume
2023-07-24,72.94999694824219,3446600
2023-07-25,72.61000061035156,3997200
2023-07-26,73.08999633789062,3005600
2023-07-27,72.86000061035156,5379900
2023-07-28,72.3499984741211,5362800
2023-07-31,72.33999633789062,6777500
2023-08-01,71.27999877929688,3892700
2023-08-02,70.97000122070312,3746600
2023-08-03,68.62000274658203,5397400
2023-08-04,67.83999633789062,4105500
2023-08-07,68.0199966430664,3197200
2023-08-08,68.80999755859375,3567200
2023-08-09,69.19000244140625,3729200
2023-08-10,69.41000366210938,2583800
2023-08-11,69.5,3230300
2023-08-14,68.83000183105469,2773200
2023-08-15,67.77999877929688,3450200
2023-08-16,68.11000061035156,2246900
2023-08-17,68.25,2620500
2023-08-18,67.80999755859375,2682700
2023-08-21,67.61000061035156,2308900
2023-08-22,67.7300033569336,2060700
2023-08-23,67.55000305175781,2655000
2023-08-24,67.43000030517578,2414700
2023-08-25,68.08999633789062,2227400
2023-08-28,68.12999725341797,2380400
2023-08-29,68.56999969482422,2535700
2023-08-30,68.62000274658203,3583400
2023-08-31,67.7300033569336,4063800
2023-09-01,67.22000122070312,3505400
2023-09-05,66.30000305175781,3197800
2023-09-06,66.25,5730300
2023-09-07,67.11000061035156,3728600
2023-09-08,67.93000030517578,4412100
2023-09-11,68.12999725341797,2838600
2023-09-12,68.5999984741211,3754600
2023-09-13,69.5,3632100
2023-09-14,70.9000015258789,3698700
2023-09-15,71.08999633789062,7353100
2023-09-18,70.94999694824219,3686800
2023-09-19,70.91000366210938,3961500
2023-09-20,71.19999694824219,4072900
2023-09-21,69.9000015258789,3982700
2023-09-22,69.37000274658203,3528500
2023-09-25,69.29000091552734,3038000
2023-09-26,67.11000061035156,3948400
2023-09-27,66.13999938964844,4712500
2023-09-28,65.06999969482422,5083500
2023-09-29,64.72000122070312,4928500
2023-10-02,62.709999084472656,7772700
2023-10-03,64.02999877929688,8589500
2023-10-04,64.62000274658203,5147200
2023-10-05,64.58999633789062,5269100
2023-10-06,64.97000122070312,5158400
2023-10-09,65.91000366210938,3845600
2023-10-10,66.44000244140625,4253000
2023-10-11,67.0999984741211,3908100
2023-10-12,65.69999694824219,4192400
2023-10-13,66.55000305175781,3368600
2023-10-16,67.5,4242000
2023-10-17,67.11000061035156,4596300

Indicator data:
Answer: -21171100.0
Question: On April 28, 2023, what is the On-Balance Volume value for Honeywell? (Requires 60 bars to warm up) 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: OBV_t = OBV_{t-1} + sign(C_t - C_{t-1}) * V_t = \sum_{i=1}^{t} sign(C_i - C_{i-1}) * V_i
Data:
date,close,volume
2023-02-01,194.83506774902344,5721124
2023-02-02,195.4571228027344,7621694
2023-02-03,191.0367584228516,4729620
2023-02-06,192.30914306640625,3028306
2023-02-07,193.65692138671875,3127616
2023-02-08,190.59378051757807,3779494
2023-02-09,187.7662506103516,3197111
2023-02-10,188.94439697265625,3067033
2023-02-13,191.6776580810547,3154565
2023-02-14,189.4439239501953,3182363
2023-02-15,190.11309814453125,2686664
2023-02-16,187.8982086181641,2922949
2023-02-17,189.8397674560547,3024274
2023-02-21,185.44769287109372,3003585
2023-02-22,184.25070190429688,3144061
2023-02-23,183.80772399902344,2595843
2023-02-24,180.99905395507807,3507136
2023-02-27,181.38548278808597,3568249
2023-02-28,180.47125244140625,3299816
2023-03-01,181.79075622558597,3428834
2023-03-02,183.2704925537109,4513812
2023-03-03,185.50424194335935,3306607
2023-03-06,185.7115936279297,2887830
2023-03-07,184.37322998046875,2950641
2023-03-08,184.32611083984372,2190859
2023-03-09,181.79075622558597,3383105
2023-03-10,182.2148895263672,3890793
2023-03-13,181.99810791015625,3420240
2023-03-14,181.87559509277344,5149245
2023-03-15,177.30442810058594,4165804
2023-03-16,178.2657928466797,4087184
2023-03-17,174.02450561523438,7834106
2023-03-20,178.96324157714844,3014089
2023-03-21,180.16964721679688,3325068
2023-03-22,176.39962768554688,2491759
2023-03-23,176.1734161376953,2504066
2023-03-24,177.34213256835938,2474570
2023-03-27,177.18190002441406,2263219
2023-03-28,177.1159210205078,2195952
2023-03-29,178.19981384277344,2847936
2023-03-30,178.24693298339844,2121363
2023-03-31,180.1319580078125,2867459
2023-04-03,182.1677703857422,3048890
2023-04-04,179.96229553222656,2651545
2023-04-05,178.5391082763672,3214618
2023-04-06,179.50990295410156,2952020
2023-04-10,180.6597595214844,2695152
2023-04-11,181.1404266357422,2584172
2023-04-12,182.12063598632807,3879865
2023-04-13,184.6371307373047,3565597
2023-04-14,185.2497711181641,2083698
2023-04-17,186.4844512939453,1785345
2023-04-18,185.60791015625,2546400
2023-04-19,186.43731689453125,1977810
2023-04-20,185.43826293945312,2065873
2023-04-21,184.80679321289065,2090913
2023-04-24,185.46653747558597,1703542
2023-04-25,184.6936798095703,2381202
2023-04-26,179.9246063232422,3797743
2023-04-27,187.1913299560547,4098006
2023-04-28,188.35061645507807,3037749

Indicator data:
Answer: 10796524.0
Question: What was IDEX Corporation's On-Balance Volume on September 30, 2022? (Requires 60 bars to warm up) 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: OBV_t = OBV_{t-1} + sign(C_t - C_{t-1}) * V_t = \sum_{i=1}^{t} sign(C_i - C_{i-1}) * V_i
Data:
date,close,volume
2022-07-07,187.3600006103516,517600
2022-07-08,185.69000244140625,389700
2022-07-11,186.27999877929688,294500
2022-07-12,182.2700042724609,327900
2022-07-13,181.4199981689453,337300
2022-07-14,181.3600006103516,326600
2022-07-15,186.25999450683597,412100
2022-07-18,182.75999450683597,317400
2022-07-19,189.38999938964844,385300
2022-07-20,189.3000030517578,493000
2022-07-21,192.63999938964844,458500
2022-07-22,192.7700042724609,343800
2022-07-25,192.8699951171875,373200
2022-07-26,194.6100006103516,538400
2022-07-27,199.72000122070312,573500
2022-07-28,206.0800018310547,421200
2022-07-29,208.75,470900
2022-08-01,208.3000030517578,362400
2022-08-02,206.6199951171875,462900
2022-08-03,209.8500061035156,325300
2022-08-04,210.92999267578125,282200
2022-08-05,211.92999267578125,438300
2022-08-08,211.1300048828125,281400
2022-08-09,209.4600067138672,271100
2022-08-10,213.72000122070312,366200
2022-08-11,214.0200042724609,251100
2022-08-12,215.1999969482422,381100
2022-08-15,216.1199951171875,452500
2022-08-16,217.41000366210935,358100
2022-08-17,215.8999938964844,230100
2022-08-18,217.6300048828125,278800
2022-08-19,215.5399932861328,966400
2022-08-22,211.00999450683597,378500
2022-08-23,211.42999267578125,258100
2022-08-24,211.42999267578125,272400
2022-08-25,213.4600067138672,174900
2022-08-26,205.4600067138672,202300
2022-08-29,204.8000030517578,204500
2022-08-30,202.58999633789065,189600
2022-08-31,201.2100067138672,455300
2022-09-01,202.6100006103516,298100
2022-09-02,200.0200042724609,189600
2022-09-06,200.92999267578125,294200
2022-09-07,207.2400054931641,474300
2022-09-08,208.58999633789065,346800
2022-09-09,210.0399932861328,316000
2022-09-12,211.1699981689453,380700
2022-09-13,207.97000122070312,555300
2022-09-14,208.0399932861328,686400
2022-09-15,205.83999633789065,476900
2022-09-16,204.92999267578125,1066800
2022-09-19,209.38999938964844,560700
2022-09-20,206.22000122070312,481800
2022-09-21,204.32000732421875,461800
2022-09-22,201.75999450683597,410300
2022-09-23,199.30999755859372,544000
2022-09-26,199.6199951171875,654700
2022-09-27,198.52999877929688,677100
2022-09-28,202.94000244140625,427500
2022-09-29,200.25,578000
2022-09-30,199.8500061035156,796800

Indicator data:
Answer: -157400.0
Question: For On-Balance Volume, what is the value of Altria on October 02, 2025? (Requires 60 bars to warm up) 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: OBV_t = OBV_{t-1} + sign(C_t - C_{t-1}) * V_t = \sum_{i=1}^{t} sign(C_i - C_{i-1}) * V_i
Data:
date,close,volume
2025-07-09,57.75,22224800
2025-07-10,58.54999923706055,14342400
2025-07-11,57.79999923706055,9431100
2025-07-14,58.130001068115234,8320700
2025-07-15,58.47999954223633,7739800
2025-07-16,58.86000061035156,7054300
2025-07-17,57.97999954223633,12501400
2025-07-18,58.02000045776367,5688800
2025-07-21,58.91999816894531,6946800
2025-07-22,59.43999862670898,9649500
2025-07-23,59.77000045776367,7172200
2025-07-24,59.61000061035156,6933900
2025-07-25,59.84000015258789,6368800
2025-07-28,58.720001220703125,7419900
2025-07-29,59.36000061035156,11825600
2025-07-30,61.5,20487500
2025-07-31,61.93999862670898,10623100
2025-08-01,61.77999877929688,9689400
2025-08-04,61.93999862670898,6384500
2025-08-05,62.52000045776367,5889500
2025-08-06,63.150001525878906,6482800
2025-08-07,63.54999923706055,5124400
2025-08-08,64.19000244140625,5434900
2025-08-11,65.66999816894531,10650500
2025-08-12,66.01000213623047,8848600
2025-08-13,65.5,7508200
2025-08-14,65.55000305175781,10791100
2025-08-15,65.81999969482422,10137000
2025-08-18,65.98999786376953,7371700
2025-08-19,66.55999755859375,6482700
2025-08-20,67.58000183105469,8893100
2025-08-21,67.68000030517578,5963200
2025-08-22,67.66999816894531,9603300
2025-08-25,67.05000305175781,5706800
2025-08-26,66.44999694824219,8535600
2025-08-27,66.41000366210938,4973500
2025-08-28,66.41999816894531,5807700
2025-08-29,67.20999908447266,5930600
2025-09-02,67.12999725341797,6919700
2025-09-03,66.62999725341797,6722300
2025-09-04,66.58999633789062,6388600
2025-09-05,66.55000305175781,5935900
2025-09-08,65.7699966430664,10316600
2025-09-09,66.19000244140625,6918500
2025-09-10,66.2300033569336,6677300
2025-09-11,66.36000061035156,10022800
2025-09-12,66.6500015258789,7975900
2025-09-15,64.88999938964844,9129700
2025-09-16,64.80999755859375,9536300
2025-09-17,65.51000213623047,7261100
2025-09-18,63.93999862670898,10329700
2025-09-19,64.88999938964844,22705100
2025-09-22,63.790000915527344,7628300
2025-09-23,64.87000274658203,7417400
2025-09-24,65.12999725341797,6838200
2025-09-25,65.19000244140625,5747900
2025-09-26,65.70999908447266,5513800
2025-09-29,65.66999816894531,6867400
2025-09-30,66.05999755859375,7797300
2025-10-01,66.29000091552734,8514600
2025-10-02,65.75,6043300

Indicator data:
Answer: 161680800.0
Question: Calculate the On-Balance Volume value for Chipotle Mexican Grill on February 09, 2024. (Requires 60 bars to warm up) 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: OBV_t = OBV_{t-1} + sign(C_t - C_{t-1}) * V_t = \sum_{i=1}^{t} sign(C_i - C_{i-1}) * V_i
Data:
date,close,volume
2023-11-13,43.00859832763672,12785000
2023-11-14,43.32040023803711,11470000
2023-11-15,43.1161994934082,9945000
2023-11-16,43.46200180053711,12810000
2023-11-17,43.24440002441406,6980000
2023-11-20,43.73379898071289,10130000
2023-11-21,43.95280075073242,9120000
2023-11-22,44.37860107421875,8895000
2023-11-24,44.39339828491211,3370000
2023-11-27,44.18379974365234,10390000
2023-11-28,44.133399963378906,7205000
2023-11-29,43.78219985961914,8960000
2023-11-30,44.04499816894531,12955000
2023-12-01,44.67660140991211,10795000
2023-12-04,44.38399887084961,8605000
2023-12-05,44.525001525878906,5745000
2023-12-06,44.20100021362305,8330000
2023-12-07,44.525001525878906,6380000
2023-12-08,44.85900115966797,8170000
2023-12-11,45.90959930419922,12625000
2023-12-12,46.40779876708984,7140000
2023-12-13,46.79999923706055,9140000
2023-12-14,45.51399993896485,13380000
2023-12-15,45.42940139770508,12835000
2023-12-18,45.94060134887695,10065000
2023-12-19,46.54059982299805,8570000
2023-12-20,46.27740097045898,7405000
2023-12-21,46.141998291015625,6515000
2023-12-22,46.08700180053711,5230000
2023-12-26,46.39039993286133,5330000
2023-12-27,46.14879989624024,7290000
2023-12-28,45.56760025024414,7515000
2023-12-29,45.739200592041016,9245000
2024-01-02,44.89500045776367,9995000
2024-01-03,44.67300033569336,8490000
2024-01-04,44.409400939941406,8435000
2024-01-05,44.25600051879883,9075000
2024-01-08,44.72779846191406,16410000
2024-01-09,44.63999938964844,10690000
2024-01-10,44.900001525878906,10420000
2024-01-11,45.53139877319336,9120000
2024-01-12,45.4379997253418,6270000
2024-01-16,45.79940032958984,7975000
2024-01-17,46.20880126953125,9140000
2024-01-18,46.45640182495117,7875000
2024-01-19,46.69200134277344,15070000
2024-01-22,46.5,10170000
2024-01-23,46.4364013671875,7980000
2024-01-24,46.69599914550781,8090000
2024-01-25,46.23540115356445,8520000
2024-01-26,46.525001525878906,7255000
2024-01-29,48.090599060058594,16330000
2024-01-30,48.38560104370117,9290000
2024-01-31,48.17539978027344,10775000
2024-02-01,48.84040069580078,13430000
2024-02-02,49.645599365234375,10680000
2024-02-05,49.41699981689453,18925000
2024-02-06,49.75479888916016,22535000
2024-02-07,53.33980178833008,45060000
2024-02-08,52.40959930419922,19345000
2024-02-09,52.766998291015625,10550000

Indicator data:
Answer: 131930000.0
Question: What is the value of Force Index for Stanley Black & Decker on October 29, 2021? 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: ForceIndex_t = (C_t - C_{t-1}) * V_t
Data:
date,close,volume
2021-10-28,185.0800018310547,2121000
2021-10-29,179.72999572753906,2215100

Indicator data:
Answer: -11850798.5199
Question: On November 04, 2021, what is the Force Index value for Prologis? 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: ForceIndex_t = (C_t - C_{t-1}) * V_t
Data:
date,close,volume
2021-11-03,147.64999389648438,1739300
2021-11-04,147.8699951171875,1598800

Indicator data:
Answer: 351737.9517
Question: What was Vici Properties's Force Index on October 08, 2024? 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: ForceIndex_t = (C_t - C_{t-1}) * V_t
Data:
date,close,volume
2024-10-07,32.41999816894531,2483600
2024-10-08,32.31999969482422,2581600

Indicator data:
Answer: -258156.0608
Question: For Force Index, what is the value of American Tower on November 17, 2020? 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: ForceIndex_t = (C_t - C_{t-1}) * V_t
Data:
date,close,volume
2020-11-16,239.08999633789065,1433300
2020-11-17,239.17999267578125,1354200

Indicator data:
Answer: 121873.0408
Question: Calculate the Force Index value for Bank of America on December 18, 2025. 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: ForceIndex_t = (C_t - C_{t-1}) * V_t
Data:
date,close,volume
2025-12-17,54.54999923706055,35304100
2025-12-18,54.2599983215332,87452700

Indicator data:
Answer: -25361363.0653
Question: What is the value of Chaikin Money Flow for T-Mobile US on October 18, 2024? (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: MFM_t = ((C_t - L_t) - (H_t - C_t)) / (H_t - L_t); MFV_t = MFM_t * V_t; CMF = \sum_{i=0}^{n-1} MFV_{t-i} / \sum_{i=0}^{n-1} V_{t-i}
Data:
date,high,low,close,volume
2024-09-23,202.8800048828125,198.69000244140625,202.4600067138672,4545600
2024-09-24,203.72999572753903,200.8800048828125,201.44000244140625,4411300
2024-09-25,203.88999938964844,201.7100067138672,203.30999755859372,2666800
2024-09-26,208.16000366210935,201.82000732421875,203.25,2629200
2024-09-27,205.72000122070312,202.80999755859372,205.17999267578125,3158000
2024-09-30,207.47000122070312,204.7100067138672,206.3600006103516,3243600
2024-10-01,206.3500061035156,202.7700042724609,206.1000061035156,3702000
2024-10-02,208.3600006103516,205.38999938964844,208.0800018310547,2245100
2024-10-03,209.25999450683597,207.44000244140625,208.02999877929688,2902100
2024-10-04,208.72999572753903,206.17999267578125,208.27999877929688,2654800
2024-10-07,210.0800018310547,207.41000366210935,208.3300018310547,2651400
2024-10-08,212.2400054931641,208.6999969482422,211.1699981689453,3310400
2024-10-09,213.47000122070312,210.50999450683597,212.08999633789065,2243600
2024-10-10,215.17999267578125,210.94000244140625,211.4499969482422,2601700
2024-10-11,213.83999633789065,212.1699981689453,213.0399932861328,1778500
2024-10-14,216.25,213.72999572753903,215.91000366210935,2655700
2024-10-15,218.3300018310547,215.63999938964844,217.02999877929688,3382500
2024-10-16,220.69000244140625,216.08999633789065,219.75999450683597,2730100
2024-10-17,222.72999572753903,219.8999938964844,221.9499969482422,3177700
2024-10-18,223.4499969482422,220.91000366210935,223.2100067138672,3334300

Indicator data:
Answer: 0.2604
Question: On December 24, 2025, what is the Chaikin Money Flow value for Waste Management? (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: MFM_t = ((C_t - L_t) - (H_t - C_t)) / (H_t - L_t); MFV_t = MFM_t * V_t; CMF = \sum_{i=0}^{n-1} MFV_{t-i} / \sum_{i=0}^{n-1} V_{t-i}
Data:
date,high,low,close,volume
2025-11-26,218.1300048828125,215.8300018310547,217.3500061035156,1811300
2025-11-28,218.32000732421875,216.0,217.8699951171875,779700
2025-12-01,219.47999572753903,215.42999267578125,215.92999267578125,2809900
2025-12-02,216.7700042724609,213.50999450683597,214.5399932861328,1886400
2025-12-03,217.5200042724609,214.6199951171875,216.1499938964844,1615500
2025-12-04,216.72000122070312,213.25999450683597,214.19000244140625,2403100
2025-12-05,215.38999938964844,212.91000366210935,213.5800018310547,1277300
2025-12-08,213.25,210.0,210.22999572753903,1709900
2025-12-09,212.25,209.05999755859372,209.30999755859372,1808400
2025-12-10,209.97000122070312,207.7400054931641,209.1499938964844,2474900
2025-12-11,213.2700042724609,209.91000366210935,212.0500030517578,2512300
2025-12-12,216.7899932861328,212.66000366210935,215.6100006103516,2572700
2025-12-15,218.6100006103516,214.5399932861328,218.32000732421875,2013300
2025-12-16,220.58999633789065,218.3999938964844,218.8999938964844,1591500
2025-12-17,220.57000732421875,217.82000732421875,219.7700042724609,1628700
2025-12-18,220.52999877929688,217.9199981689453,218.32000732421875,1476800
2025-12-19,218.42999267578125,216.27999877929688,216.33999633789065,4209800
2025-12-22,219.8000030517578,214.0,219.66000366210935,1575500
2025-12-23,220.5399932861328,219.0500030517578,220.33999633789065,915200
2025-12-24,221.82000732421875,220.63999938964844,221.3600006103516,460900

Indicator data:
Answer: -0.1357
Question: What was NXP Semiconductors's Chaikin Money Flow on February 10, 2021? (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: MFM_t = ((C_t - L_t) - (H_t - C_t)) / (H_t - L_t); MFV_t = MFM_t * V_t; CMF = \sum_{i=0}^{n-1} MFV_{t-i} / \sum_{i=0}^{n-1} V_{t-i}
Data:
date,high,low,close,volume
2021-01-13,177.99000549316406,176.17999267578125,177.4199981689453,1750300
2021-01-14,181.08999633789065,178.6199951171875,180.0,2617400
2021-01-15,179.83999633789062,168.4499969482422,172.22000122070312,3598600
2021-01-19,178.5,174.5399932861328,175.0,2522300
2021-01-20,180.30999755859372,173.7100067138672,174.49000549316406,2590700
2021-01-21,176.75,171.72999572753906,173.6199951171875,2187400
2021-01-22,175.1699981689453,171.9199981689453,172.3000030517578,1974000
2021-01-25,176.75,171.02999877929688,174.4199981689453,2006000
2021-01-26,174.4600067138672,168.66000366210938,168.75,2231100
2021-01-27,164.42999267578125,156.02000427246094,160.55999755859375,3714500
2021-01-28,166.8000030517578,162.3800048828125,164.3300018310547,2484700
2021-01-29,167.5500030517578,159.80999755859375,160.47000122070312,3535400
2021-02-01,172.44000244140625,166.10000610351562,171.52999877929688,4953000
2021-02-02,183.0,170.6999969482422,177.2100067138672,6621800
2021-02-03,181.7400054931641,173.11000061035156,174.10000610351562,3272600
2021-02-04,181.4499969482422,175.14999389648438,181.4499969482422,2703100
2021-02-05,184.1300048828125,181.05999755859372,181.9900054931641,3031400
2021-02-08,188.1499938964844,184.0,188.1199951171875,2332800
2021-02-09,188.3999938964844,184.47000122070312,188.0399932861328,1702800
2021-02-10,191.92999267578125,183.38999938964844,187.8999938964844,2839800

Indicator data:
Answer: -0.0715
Question: For Chaikin Money Flow, what is the value of Allegion on June 25, 2020? (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: MFM_t = ((C_t - L_t) - (H_t - C_t)) / (H_t - L_t); MFV_t = MFM_t * V_t; CMF = \sum_{i=0}^{n-1} MFV_{t-i} / \sum_{i=0}^{n-1} V_{t-i}
Data:
date,high,low,close,volume
2020-05-29,100.18000030517578,97.8499984741211,99.6999969482422,917200
2020-06-01,102.01000213623048,99.43000030517578,100.6500015258789,480400
2020-06-02,101.98999786376952,99.36000061035156,100.01000213623048,664100
2020-06-03,105.38999938964844,100.5999984741211,105.04000091552734,714800
2020-06-04,106.23999786376952,103.20999908447266,106.08999633789062,774900
2020-06-05,117.48999786376952,109.29000091552734,115.3499984741211,1535500
2020-06-08,116.6999969482422,114.31999969482422,115.54000091552734,707900
2020-06-09,113.63999938964844,111.77999877929688,112.29000091552734,612100
2020-06-10,112.41999816894533,108.76000213623048,109.0199966430664,663200
2020-06-11,105.48999786376952,101.37999725341795,101.55999755859376,734400
2020-06-12,104.91000366210938,99.37000274658205,102.41000366210938,732000
2020-06-15,103.2300033569336,98.47000122070312,102.6500015258789,540700
2020-06-16,106.80999755859376,102.05999755859376,104.52999877929688,472600
2020-06-17,106.02999877929688,103.63999938964844,104.25,481300
2020-06-18,105.26000213623048,102.16999816894533,102.98999786376952,563400
2020-06-19,104.98999786376952,101.91000366210938,102.73999786376952,969000
2020-06-22,102.86000061035156,100.41000366210938,102.6999969482422,709800
2020-06-23,104.91000366210938,102.41999816894533,102.66000366210938,466700
2020-06-24,101.97000122070312,97.70999908447266,97.83000183105467,560200
2020-06-25,98.25,95.08000183105467,98.0,716200

Indicator data:
Answer: 0.0421
Question: Calculate the Chaikin Money Flow value for Arista Networks on July 14, 2025. (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: MFM_t = ((C_t - L_t) - (H_t - C_t)) / (H_t - L_t); MFV_t = MFM_t * V_t; CMF = \sum_{i=0}^{n-1} MFV_{t-i} / \sum_{i=0}^{n-1} V_{t-i}
Data:
date,high,low,close,volume
2025-06-13,94.94000244140624,92.12000274658205,92.3499984741211,6217300
2025-06-16,95.33999633789062,92.5250015258789,95.08999633789062,7734700
2025-06-17,94.697998046875,89.54000091552734,89.68000030517578,11797600
2025-06-18,91.4739990234375,89.0,90.23999786376952,9164100
2025-06-20,91.2300033569336,85.7750015258789,86.25,18552800
2025-06-23,92.37999725341795,85.58000183105469,91.9499969482422,16234000
2025-06-24,95.12000274658205,92.6999969482422,94.97000122070312,11279800
2025-06-25,96.66000366210938,94.5,96.30999755859376,7883500
2025-06-26,102.12000274658205,97.33000183105467,101.58999633789062,15262400
2025-06-27,102.25,98.87999725341795,99.38999938964844,10396100
2025-06-30,103.13200378417967,101.0,102.30999755859376,12519500
2025-07-01,102.72000122070312,97.3499984741211,98.91000366210938,8685500
2025-07-02,101.20999908447266,97.13999938964844,101.12999725341795,8326300
2025-07-03,103.5,101.3000030517578,102.5199966430664,5296700
2025-07-07,102.20999908447266,100.33000183105467,101.47000122070312,6245100
2025-07-08,103.66999816894533,100.94499969482422,103.38999938964844,7297000
2025-07-09,107.31999969482422,103.63700103759766,106.27999877929688,14511700
2025-07-10,106.5500030517578,102.6780014038086,106.29000091552734,9371000
2025-07-11,109.4499969482422,105.68000030517578,108.56999969482422,12954500
2025-07-14,109.88999938964844,106.25,108.37000274658205,8871000

Indicator data:
Answer: 0.2227
Question: What is the value of Annualized Return for Broadridge Financial Solutions from August 02, 2020 to December 04, 2020? (252 trading days per year; unit: %) 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: ((P_T / P_0)^{252 / N} - 1) * 100%
Data:
date,close
2020-08-03,137.0399932861328
2020-12-04,149.22000122070312

Indicator data:
Answer: 27.9716
Question: From November 19, 2023 to November 13, 2024, what is Expeditors International's Annualized Return? (252 trading days per year; unit: %) 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: ((P_T / P_0)^{252 / N} - 1) * 100%
Data:
date,close
2023-11-20,117.52999877929688
2024-11-13,119.5

Indicator data:
Answer: 1.7104
Question: What was JPMorgan Chase's Annualized Return during the period May 07, 2022 to June 12, 2022? (252 trading days per year; unit: %) 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: ((P_T / P_0)^{252 / N} - 1) * 100%
Data:
date,close
2022-05-09,121.86000061035156
2022-06-10,119.5500030517578

Indicator data:
Answer: -18.9162
Question: For Annualized Return, what is Hubbell Incorporated's value from September 11, 2024 to August 24, 2025? (252 trading days per year; unit: %) 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: ((P_T / P_0)^{252 / N} - 1) * 100%
Data:
date,close
2024-09-11,392.8699951171875
2025-08-22,440.8500061035156

Indicator data:
Answer: 13.034
Question: Calculate Honeywell's Annualized Return from October 04, 2024 to November 26, 2024. (252 trading days per year; unit: %) 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: ((P_T / P_0)^{252 / N} - 1) * 100%
Data:
date,close
2024-10-04,192.0640869140625
2024-11-26,217.15362548828125

Indicator data:
Answer: 130.759
Question: From November 29, 2024 to January 08, 2025, what is Coinbase's Annualized Volatility? (252 trading days per year; unit: %) 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_t = P_t / P_{t-1} - 1; AnnVol = \sigma(r) * \sqrt{252} * 100%
Data:
date,close
2024-11-27,310.9800109863281
2024-11-29,296.20001220703125
2024-12-02,302.3999938964844
2024-12-03,309.3500061035156
2024-12-04,330.94000244140625
2024-12-05,320.57000732421875
2024-12-06,343.6199951171875
2024-12-09,310.5199890136719
2024-12-10,302.4200134277344
2024-12-11,313.8099975585937
2024-12-12,312.9599914550781
2024-12-13,310.5799865722656
2024-12-16,315.3099975585937
2024-12-17,311.6400146484375
2024-12-18,279.8599853515625
2024-12-19,273.9200134277344
2024-12-20,278.7099914550781
2024-12-23,268.1499938964844
2024-12-24,279.6199951171875
2024-12-26,274.4100036621094
2024-12-27,265.7099914550781
2024-12-30,255.55999755859372
2024-12-31,248.3000030517578
2025-01-02,257.2099914550781
2025-01-03,270.6499938964844
2025-01-06,287.760009765625
2025-01-07,264.3299865722656
2025-01-08,260.010009765625

Indicator data:
Answer: 75.0982
Question: Calculate Fiserv's Annualized Volatility from January 12, 2021 to April 08, 2021. (252 trading days per year; unit: %) 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_t = P_t / P_{t-1} - 1; AnnVol = \sigma(r) * \sqrt{252} * 100%
Data:
date,close
2021-01-11,115.0500030517578
2021-01-12,111.1999969482422
2021-01-13,110.23999786376952
2021-01-14,107.9800033569336
2021-01-15,108.1999969482422
2021-01-19,107.66999816894533
2021-01-20,109.13999938964844
2021-01-21,108.9499969482422
2021-01-22,107.27999877929688
2021-01-25,106.70999908447266
2021-01-26,106.20999908447266
2021-01-27,103.22000122070312
2021-01-28,105.25
2021-01-29,102.69000244140624
2021-02-01,106.5
2021-02-02,110.0199966430664
2021-02-03,110.1999969482422
2021-02-04,112.23999786376952
2021-02-05,112.22000122070312
2021-02-08,113.4000015258789
2021-02-09,113.4499969482422
2021-02-10,109.41999816894533
2021-02-11,108.4800033569336
2021-02-12,109.98999786376952
2021-02-16,110.1999969482422
2021-02-17,111.06999969482422
2021-02-18,113.0500030517578
2021-02-19,111.36000061035156
2021-02-22,113.36000061035156
2021-02-23,115.5999984741211
2021-02-24,119.06999969482422
2021-02-25,116.29000091552734
2021-02-26,115.37000274658205
2021-03-01,116.68000030517578
2021-03-02,115.68000030517578
2021-03-03,115.8000030517578
2021-03-04,115.5500030517578
2021-03-05,119.69000244140624
2021-03-08,121.5
2021-03-09,122.5
2021-03-10,123.86000061035156
2021-03-11,124.11000061035156
2021-03-12,124.12999725341795
2021-03-15,124.0
2021-03-16,124.12000274658205
2021-03-17,123.52999877929688
2021-03-18,122.41000366210938
2021-03-19,121.87000274658205
2021-03-22,121.70999908447266
2021-03-23,121.29000091552734
2021-03-24,123.25
2021-03-25,122.9499969482422
2021-03-26,123.61000061035156
2021-03-29,121.48999786376952
2021-03-30,120.76000213623048
2021-03-31,119.04000091552734
2021-04-01,122.16999816894533
2021-04-05,122.87000274658205
2021-04-06,123.69000244140624
2021-04-07,123.12000274658205
2021-04-08,124.1500015258789

Indicator data:
Answer: 25.1422
Question: What is the value of Skewness for L3Harris from December 03, 2022 to December 21, 2022? 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: Skew(r) = E[(r - \mu)^3] / \sigma^3
Data:
date,close
2022-12-02,230.0
2022-12-05,224.7100067138672
2022-12-06,218.75999450683597
2022-12-07,217.91000366210935
2022-12-08,217.80999755859372
2022-12-09,215.52999877929688
2022-12-12,217.58999633789065
2022-12-13,216.1499938964844
2022-12-14,218.0399932861328
2022-12-15,216.47999572753903
2022-12-16,213.2700042724609
2022-12-19,205.5500030517578
2022-12-20,205.6000061035156
2022-12-21,206.97999572753903

Indicator data:
Answer: -0.6476
Question: What was Fidelity National Information Services's Skewness during the period February 17, 2024 to March 21, 2024? 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: Skew(r) = E[(r - \mu)^3] / \sigma^3
Data:
date,close
2024-02-16,63.650001525878906
2024-02-20,62.959999084472656
2024-02-21,63.45000076293945
2024-02-22,64.0999984741211
2024-02-23,64.27999877929688
2024-02-26,67.33000183105469
2024-02-27,66.9800033569336
2024-02-28,66.87000274658203
2024-02-29,69.19000244140625
2024-03-01,69.20999908447266
2024-03-04,69.44999694824219
2024-03-05,69.75
2024-03-06,69.83000183105469
2024-03-07,69.1500015258789
2024-03-08,69.6500015258789
2024-03-11,69.75
2024-03-12,69.55000305175781
2024-03-13,68.9000015258789
2024-03-14,68.22000122070312
2024-03-15,69.12000274658203
2024-03-18,69.30000305175781
2024-03-19,69.86000061035156
2024-03-20,70.69999694824219
2024-03-21,72.26000213623047

Indicator data:
Answer: 1.5522
Question: Calculate Digital Realty's Skewness from August 27, 2024 to October 03, 2024. 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: Skew(r) = E[(r - \mu)^3] / \sigma^3
Data:
date,close
2024-08-26,150.58999633789062
2024-08-27,150.61000061035156
2024-08-28,150.11000061035156
2024-08-29,149.5
2024-08-30,151.61000061035156
2024-09-03,149.7899932861328
2024-09-04,149.08999633789062
2024-09-05,149.91000366210938
2024-09-06,148.22000122070312
2024-09-09,149.33999633789062
2024-09-10,156.75999450683594
2024-09-11,158.4199981689453
2024-09-12,160.49000549316406
2024-09-13,158.92999267578125
2024-09-16,160.8699951171875
2024-09-17,157.5800018310547
2024-09-18,158.25
2024-09-19,158.89999389648438
2024-09-20,158.6999969482422
2024-09-23,160.9600067138672
2024-09-24,162.1300048828125
2024-09-25,162.89999389648438
2024-09-26,162.05999755859375
2024-09-27,161.16000366210938
2024-09-30,161.8300018310547
2024-10-01,160.27000427246094
2024-10-02,159.60000610351562
2024-10-03,157.3000030517578

Indicator data:
Answer: 1.6314
Question: From April 01, 2024 to April 13, 2024, what is McCormick & Company's Excess Kurtosis? 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: Kurt(r) = E[(r - \mu)^4] / \sigma^4 - 3
Data:
date,close
2024-03-28,76.80999755859375
2024-04-01,76.62000274658203
2024-04-02,78.2699966430664
2024-04-03,76.25
2024-04-04,76.41000366210938
2024-04-05,75.47000122070312
2024-04-08,75.62999725341797
2024-04-09,75.62999725341797
2024-04-10,74.77999877929688
2024-04-11,73.41999816894531
2024-04-12,71.76000213623047

Indicator data:
Answer: 0.2936
Question: What is the value of Downside Deviation for Synchrony Financial from June 17, 2020 to July 04, 2020? (Default target return is 0; not annualized) 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: DD = \sqrt{1 / N * \sum_{t=1}^{N} min(r_t - rf, 0)^2}
Data:
date,close
2020-06-16,25.15999984741211
2020-06-17,24.75
2020-06-18,24.25
2020-06-19,23.770000457763672
2020-06-22,23.790000915527344
2020-06-23,23.920000076293945
2020-06-24,22.09000015258789
2020-06-25,22.75
2020-06-26,21.38999938964844
2020-06-29,21.950000762939453
2020-06-30,22.15999984741211
2020-07-01,21.61000061035156
2020-07-02,21.86000061035156

Indicator data:
Answer: 0.0304
Question: From June 21, 2022 to September 23, 2022, what is Pfizer's Downside Deviation? (Default target return is 0; not annualized) 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: DD = \sqrt{1 / N * \sum_{t=1}^{N} min(r_t - rf, 0)^2}
Data:
date,close
2022-06-17,46.52999877929688
2022-06-21,48.11000061035156
2022-06-22,49.06999969482422
2022-06-23,50.09000015258789
2022-06-24,51.59000015258789
2022-06-27,51.880001068115234
2022-06-28,50.65999984741211
2022-06-29,50.93999862670898
2022-06-30,52.43000030517578
2022-07-01,52.310001373291016
2022-07-05,51.63999938964844
2022-07-06,52.75
2022-07-07,53.41999816894531
2022-07-08,53.16999816894531
2022-07-11,52.88999938964844
2022-07-12,52.040000915527344
2022-07-13,51.790000915527344
2022-07-14,51.38999938964844
2022-07-15,51.75
2022-07-18,50.75
2022-07-19,51.369998931884766
2022-07-20,50.81999969482422
2022-07-21,51.119998931884766
2022-07-22,51.22999954223633
2022-07-25,51.77000045776367
2022-07-26,52.29999923706055
2022-07-27,51.95000076293945
2022-07-28,50.720001220703125
2022-07-29,50.5099983215332
2022-08-01,50.61000061035156
2022-08-02,49.68999862670898
2022-08-03,49.86000061035156
2022-08-04,49.86000061035156
2022-08-05,49.27000045776367
2022-08-08,49.56999969482422
2022-08-09,49.77999877929688
2022-08-10,49.95000076293945
2022-08-11,48.290000915527344
2022-08-12,50.11000061035156
2022-08-15,49.75
2022-08-16,49.86000061035156
2022-08-17,49.27000045776367
2022-08-18,48.58000183105469
2022-08-19,49.150001525878906
2022-08-22,48.900001525878906
2022-08-23,48.0099983215332
2022-08-24,47.43000030517578
2022-08-25,47.900001525878906
2022-08-26,46.81999969482422
2022-08-29,46.22999954223633
2022-08-30,45.84999847412109
2022-08-31,45.22999954223633
2022-09-01,46.630001068115234
2022-09-02,45.70000076293945
2022-09-06,45.7599983215332
2022-09-07,46.130001068115234
2022-09-08,47.08000183105469
2022-09-09,47.84000015258789
2022-09-12,47.7599983215332
2022-09-13,46.18999862670898
2022-09-14,46.150001525878906
2022-09-15,45.93999862670898
2022-09-16,46.02999877929688
2022-09-19,45.43999862670898
2022-09-20,44.77000045776367
2022-09-21,43.91999816894531
2022-09-22,44.56999969482422
2022-09-23,44.08000183105469

Indicator data:
Answer: 0.0109
Question: Calculate American Water Works's Downside Deviation from July 31, 2024 to August 20, 2024. (Default target return is 0; not annualized) 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: DD = \sqrt{1 / N * \sum_{t=1}^{N} min(r_t - rf, 0)^2}
Data:
date,close
2024-07-30,143.6699981689453
2024-07-31,142.36000061035156
2024-08-01,144.5
2024-08-02,147.35000610351562
2024-08-05,142.72000122070312
2024-08-06,143.60000610351562
2024-08-07,143.7899932861328
2024-08-08,144.7100067138672
2024-08-09,142.27999877929688
2024-08-12,142.55999755859375
2024-08-13,141.38999938964844
2024-08-14,141.6699981689453
2024-08-15,142.02999877929688
2024-08-16,140.97999572753906
2024-08-19,141.57000732421875
2024-08-20,141.27000427246094

Indicator data:
Answer: 0.0099
Question: What is the value of Maximum Drawdown for Coinbase from May 12, 2021 to September 22, 2021? (Reported as a positive number; unit: %) 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: MDD = max_{t} (1 - P_t / max_{s \le t} P_s) * 100%
Data:
date,close
2021-05-12,283.6099853515625
2021-05-13,265.1000061035156
2021-05-14,258.3699951171875
2021-05-17,248.2400054931641
2021-05-18,239.0
2021-05-19,224.8000030517578
2021-05-20,233.3999938964844
2021-05-21,224.3500061035156
2021-05-24,225.3000030517578
2021-05-25,242.41000366210935
2021-05-26,241.5200042724609
2021-05-27,247.08999633789065
2021-05-28,236.5399932861328
2021-06-01,238.92999267578125
2021-06-02,240.47999572753903
2021-06-03,233.66000366210935
2021-06-04,228.7899932861328
2021-06-07,231.4499969482422
2021-06-08,220.66000366210935
2021-06-09,224.32000732421875
2021-06-10,221.8500061035156
2021-06-11,223.9199981689453
2021-06-14,239.1000061035156
2021-06-15,232.2100067138672
2021-06-16,228.0500030517578
2021-06-17,230.66000366210935
2021-06-18,229.2899932861328
2021-06-21,222.6000061035156
2021-06-22,222.47000122070312
2021-06-23,226.00999450683597
2021-06-24,229.92999267578125
2021-06-25,224.5399932861328
2021-06-28,246.69000244140625
2021-06-29,254.8999938964844
2021-06-30,253.3000030517578
2021-07-01,241.44000244140625
2021-07-02,240.72000122070312
2021-07-06,235.41000366210935
2021-07-07,251.97000122070312
2021-07-08,244.2899932861328
2021-07-09,253.8800048828125
2021-07-12,247.6699981689453
2021-07-13,243.30999755859372
2021-07-14,229.94000244140625
2021-07-15,224.6300048828125
2021-07-16,225.00999450683597
2021-07-19,220.6100006103516
2021-07-20,224.9600067138672
2021-07-21,230.8699951171875
2021-07-22,226.0800018310547
2021-07-23,224.9199981689453
2021-07-26,245.4499969482422
2021-07-27,235.0800018310547
2021-07-28,241.75
2021-07-29,235.77999877929688
2021-07-30,236.5800018310547
2021-08-02,235.3999938964844
2021-08-03,230.17999267578125
2021-08-04,244.3600006103516
2021-08-05,255.5
2021-08-06,258.260009765625
2021-08-09,280.4700012207031
2021-08-10,269.6700134277344
2021-08-11,278.3999938964844
2021-08-12,256.5
2021-08-13,261.25
2021-08-16,256.8299865722656
2021-08-17,250.8000030517578
2021-08-18,244.38999938964844
2021-08-19,248.2400054931641
2021-08-20,257.32000732421875
2021-08-23,256.0
2021-08-24,259.2799987792969
2021-08-25,256.7699890136719
2021-08-26,248.5399932861328
2021-08-27,259.1199951171875
2021-08-30,262.6600036621094
2021-08-31,259.0
2021-09-01,265.8999938964844
2021-09-02,268.17999267578125
2021-09-03,278.44000244140625
2021-09-07,266.8099975585937
2021-09-08,258.20001220703125
2021-09-09,256.4200134277344
2021-09-10,248.32000732421875
2021-09-13,242.83999633789065
2021-09-14,243.0
2021-09-15,247.07000732421875
2021-09-16,243.2100067138672
2021-09-17,245.19000244140625
2021-09-20,236.52999877929688
2021-09-21,238.4600067138672
2021-09-22,241.8500061035156

Indicator data:
Answer: 22.2136
Question: From November 01, 2024 to November 29, 2024, what is Block's Maximum Drawdown? (Reported as a positive number; unit: %) 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: MDD = max_{t} (1 - P_t / max_{s \le t} P_s) * 100%
Data:
date,close
2024-11-01,72.1500015258789
2024-11-04,72.69000244140625
2024-11-05,72.37999725341797
2024-11-06,77.63999938964844
2024-11-07,75.2699966430664
2024-11-08,74.55999755859375
2024-11-11,83.4000015258789
2024-11-12,87.25
2024-11-13,85.81999969482422
2024-11-14,83.41999816894531
2024-11-15,84.30000305175781
2024-11-18,90.79000091552734
2024-11-19,92.41999816894533
2024-11-20,89.69999694824219
2024-11-21,92.6999969482422
2024-11-22,92.26000213623048
2024-11-25,90.75
2024-11-26,89.01000213623047
2024-11-27,88.77999877929688
2024-11-29,88.55000305175781

Indicator data:
Answer: 4.4768
Question: For Maximum Drawdown, what is Salesforce's value from July 18, 2022 to September 25, 2022? (Reported as a positive number; unit: %) 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: MDD = max_{t} (1 - P_t / max_{s \le t} P_s) * 100%
Data:
date,close
2022-07-18,167.88999938964844
2022-07-19,173.80999755859375
2022-07-20,182.4499969482422
2022-07-21,185.3500061035156
2022-07-22,182.47000122070312
2022-07-25,177.2899932861328
2022-07-26,170.4600067138672
2022-07-27,180.3000030517578
2022-07-28,181.2899932861328
2022-07-29,184.0200042724609
2022-08-01,182.97999572753903
2022-08-02,183.7899932861328
2022-08-03,189.6499938964844
2022-08-04,191.2700042724609
2022-08-05,190.1699981689453
2022-08-08,189.75
2022-08-09,182.2400054931641
2022-08-10,188.6100006103516
2022-08-11,186.72999572753903
2022-08-12,189.88999938964844
2022-08-15,191.05999755859372
2022-08-16,189.58999633789065
2022-08-17,187.9600067138672
2022-08-18,187.92999267578125
2022-08-19,183.7700042724609
2022-08-22,176.97999572753906
2022-08-23,176.0
2022-08-24,180.00999450683594
2022-08-25,173.91000366210938
2022-08-26,165.22999572753906
2022-08-29,160.2100067138672
2022-08-30,159.6699981689453
2022-08-31,156.1199951171875
2022-09-01,153.52999877929688
2022-09-02,153.69000244140625
2022-09-06,151.72000122070312
2022-09-07,153.27999877929688
2022-09-08,156.89999389648438
2022-09-09,162.58999633789062
2022-09-12,165.6300048828125
2022-09-13,158.10000610351562
2022-09-14,160.27999877929688
2022-09-15,154.77999877929688
2022-09-16,151.50999450683594
2022-09-19,152.8300018310547
2022-09-20,149.8000030517578
2022-09-21,147.6300048828125
2022-09-22,150.14999389648438
2022-09-23,147.00999450683594

Indicator data:
Answer: 23.1401