OpenFinArena/FinDeepIndicator huggingface dataset:
Question: What was the minimum of Corporate Real Rate in the US during 2019–2023? (Unit: %; Use Moody's Baa Corporate Bond Yield as a proxy for corporate borrowing cost; use GDP deflator for inflation) 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: Moody's Seasoned Baa Corporate Bond Yield - GDP Deflator Inflation
Data:
year,Moody's Seasoned Baa Corporate Bond Yield,GDP Deflator Inflation (%)
2019,4.375,1.7
2020,3.6025,1.3
2021,3.391666666666667,4.6
2022,5.071666666666666,7.1
2023,5.860833333333333,3.7

Indicator data:
year,Corporate Real Rate
2019,2.675
2020,2.3025
2021,-1.2083333333333326
2022,-2.0283333333333333
2023,2.1608333333333327

Answer: -2.0283
Question: For US Corporate Real Rate, what is the maximum over 2016 to 2020? (Unit: %; Use Moody's Baa Corporate Bond Yield as a proxy for corporate borrowing cost; use GDP deflator for inflation) 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: Moody's Seasoned Baa Corporate Bond Yield - GDP Deflator Inflation
Data:
year,Moody's Seasoned Baa Corporate Bond Yield,GDP Deflator Inflation (%)
2016,4.7175,1.0
2017,4.44,1.8
2018,4.8,2.3
2019,4.375,1.7
2020,3.6025,1.3

Indicator data:
year,Corporate Real Rate
2016,3.7175000000000002
2017,2.6400000000000006
2018,2.5
2019,2.675
2020,2.3025

Answer: 3.7175
Question: Calculate the minimum of the US Corporate Real Rate from 2021 to 2025. (Unit: %; Use Moody's Baa Corporate Bond Yield as a proxy for corporate borrowing cost; use GDP deflator for inflation) 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: Moody's Seasoned Baa Corporate Bond Yield - GDP Deflator Inflation
Data:
year,Moody's Seasoned Baa Corporate Bond Yield,GDP Deflator Inflation (%)
2021,3.391666666666667,4.6
2022,5.071666666666666,7.1
2023,5.860833333333333,3.7
2024,5.753333333333333,2.5
2025,5.998333333333334,2.8

Indicator data:
year,Corporate Real Rate
2021,-1.2083333333333326
2022,-2.0283333333333333
2023,2.1608333333333327
2024,3.253333333333333
2025,3.198333333333334

Answer: -2.0283
Question: What is the maximum of Real Wage Growth Rate in the US from 2019 to 2021? (Unit: %; Use Average Hourly Earnings as a proxy for wage) 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: Average Hourly Earnings Growth Rate - CPI Inflation
Data:
year,Average Hourly Earnings (USD),CPI Inflation (%)
2018,27.11,2.44258329692817
2019,27.991666666666664,1.81221007526021
2020,29.367500000000003,1.23358439630629
2021,30.58833333333333,4.69785886363742

Indicator data:
year,Real Wage Growth Rate
2019,1.4399723912343143
2020,3.681568923134034
2021,-0.5407691102252183

Answer: 3.6816
Question: From 2022 to 2024, what is the minimum of the US Real Wage Growth Rate? (Unit: %; Use Average Hourly Earnings as a proxy for wage) 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: Average Hourly Earnings Growth Rate - CPI Inflation
Data:
year,Average Hourly Earnings (USD),CPI Inflation (%)
2021,30.58833333333333,4.69785886363742
2022,32.255,8.00279982052121
2023,33.715,4.11633838374488
2024,35.053333333333335,2.94952520485207

Indicator data:
year,Real Wage Growth Rate
2022,-2.554099335586855
2023,0.41009162710614344
2024,1.020023462902138

Answer: -2.5541
Question: What was the average of Real Wage Growth Rate in the US during 2020–2022? (Unit: %; Use Average Hourly Earnings as a proxy for wage) 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: Average Hourly Earnings Growth Rate - CPI Inflation
Data:
year,Average Hourly Earnings (USD),CPI Inflation (%)
2019,27.991666666666664,1.81221007526021
2020,29.367500000000003,1.23358439630629
2021,30.58833333333333,4.69785886363742
2022,32.255,8.00279982052121

Indicator data:
year,Real Wage Growth Rate
2020,3.681568923134034
2021,-0.5407691102252183
2022,-2.554099335586855

Answer: 0.1956
Question: For US Real Wage Growth Rate, what is the average over 2019 to 2023? (Unit: %; Use Average Hourly Earnings as a proxy for wage) 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: Average Hourly Earnings Growth Rate - CPI Inflation
Data:
year,Average Hourly Earnings (USD),CPI Inflation (%)
2018,27.11,2.44258329692817
2019,27.991666666666664,1.81221007526021
2020,29.367500000000003,1.23358439630629
2021,30.58833333333333,4.69785886363742
2022,32.255,8.00279982052121
2023,33.715,4.11633838374488

Indicator data:
year,Real Wage Growth Rate
2019,1.4399723912343143
2020,3.681568923134034
2021,-0.5407691102252183
2022,-2.554099335586855
2023,0.41009162710614344

Answer: 0.4874
Question: Calculate the maximum of the US Real Wage Growth Rate from 2017 to 2019. (Unit: %; Use Average Hourly Earnings as a proxy for wage) 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: Average Hourly Earnings Growth Rate - CPI Inflation
Data:
year,Average Hourly Earnings (USD),CPI Inflation (%)
2016,25.635,1.26158320570536
2017,26.320833333333336,2.13011000365961
2018,27.11,2.44258329692817
2019,27.991666666666664,1.81221007526021

Indicator data:
year,Real Wage Growth Rate
2017,0.545268710338179
2018,0.5556753701606345
2019,1.4399723912343143

Answer: 1.44
Question: What is the lower channel value of Bollinger Bands for Lennar on May 11, 2020? (Standard parameters: middle band SMA(20), band width 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)
Data:
date,close
2020-04-14,41.64569091796875
2020-04-15,38.54792022705078
2020-04-16,39.59341812133789
2020-04-17,41.55856704711914
2020-04-20,38.70280838012695
2020-04-21,38.86737823486328
2020-04-22,39.74830627441406
2020-04-23,39.93223571777344
2020-04-24,41.51016616821289
2020-04-27,43.91093826293945
2020-04-28,47.93804550170898
2020-04-29,51.539207458496094
2020-04-30,48.47047424316406
2020-05-01,47.87995910644531
2020-05-04,47.84123992919922
2020-05-05,49.47724914550781
2020-05-06,49.43852996826172
2020-05-07,49.21587753295898
2020-05-08,52.28460693359375
2020-05-11,51.3068733215332

Indicator data:
Answer: 35.2958
Question: On February 05, 2021, what is the Bollinger Bands upper channel value for Allstate? (Standard parameters: middle band SMA(20), band width 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)
Data:
date,close
2021-01-08,109.9499969482422
2021-01-11,109.1500015258789
2021-01-12,109.77999877929688
2021-01-13,108.87999725341795
2021-01-14,109.05999755859376
2021-01-15,108.4000015258789
2021-01-19,110.2699966430664
2021-01-20,111.0
2021-01-21,110.72000122070312
2021-01-22,110.43000030517578
2021-01-25,110.9499969482422
2021-01-26,109.5199966430664
2021-01-27,110.51000213623048
2021-01-28,109.3000030517578
2021-01-29,107.18000030517578
2021-02-01,108.70999908447266
2021-02-02,110.79000091552734
2021-02-03,109.0
2021-02-04,107.12999725341795
2021-02-05,106.91999816894533

Indicator data:
Answer: 111.851
Question: For Corpay's Bollinger Bands on December 15, 2025, what is the upper value? (Standard parameters: middle band SMA(20), band width 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)
Data:
date,close
2025-11-17,274.17999267578125
2025-11-18,272.7799987792969
2025-11-19,276.4599914550781
2025-11-20,277.29998779296875
2025-11-21,288.82000732421875
2025-11-24,287.0299987792969
2025-11-25,291.9800109863281
2025-11-26,293.3399963378906
2025-11-28,295.79998779296875
2025-12-01,296.2699890136719
2025-12-02,294.95001220703125
2025-12-03,299.8900146484375
2025-12-04,297.3900146484375
2025-12-05,310.6400146484375
2025-12-08,303.70001220703125
2025-12-09,300.2799987792969
2025-12-10,311.57000732421875
2025-12-11,316.29998779296875
2025-12-12,316.0899963378906
2025-12-15,312.1600036621094

Indicator data:
Answer: 322.4211
Question: What is the value of the upper of Bollinger Bands for Gartner on January 13, 2025? (Standard parameters: middle band SMA(20), band width 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)
Data:
date,close
2024-12-12,514.1300048828125
2024-12-13,508.4599914550781
2024-12-16,502.5799865722656
2024-12-17,497.4200134277344
2024-12-18,481.7699890136719
2024-12-19,481.2200012207031
2024-12-20,491.25
2024-12-23,487.2200012207031
2024-12-24,489.9599914550781
2024-12-26,489.2200012207031
2024-12-27,486.9599914550781
2024-12-30,485.4500122070313
2024-12-31,484.4700012207031
2025-01-02,483.2999877929688
2025-01-03,485.9700012207031
2025-01-06,491.7200012207031
2025-01-07,491.4800109863281
2025-01-08,495.4400024414063
2025-01-10,489.0
2025-01-13,493.1300048828125

Indicator data:
Answer: 508.3171
Question: Calculate the Bollinger Bands middle channel value for Arch Capital Group on December 11, 2023. (Standard parameters: middle band SMA(20), band width 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)
Data:
date,close
2023-11-13,86.56999969482422
2023-11-14,85.5
2023-11-15,82.66000366210938
2023-11-16,83.70999908447266
2023-11-17,83.5999984741211
2023-11-20,84.45999908447266
2023-11-21,86.12999725341797
2023-11-22,85.94999694824219
2023-11-24,86.5999984741211
2023-11-27,87.0
2023-11-28,84.44999694824219
2023-11-29,82.37999725341797
2023-11-30,83.69000244140625
2023-12-01,82.62999725341797
2023-12-04,81.98999786376953
2023-12-05,81.8499984741211
2023-12-06,79.97000122070312
2023-12-07,78.33999633789062
2023-12-08,79.30000305175781
2023-12-11,79.61000061035156

Indicator data:
Answer: 83.3195
Question: What is the lower channel value of Moving Average Envelope for Omnicom Group on December 05, 2022? (Standard parameters: middle band SMA(20), upper and lower bands +/- 10%) 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 * 1.1; Lower = Middle * 0.9
Data:
date,close
2022-11-07,72.86000061035156
2022-11-08,74.0999984741211
2022-11-09,73.36000061035156
2022-11-10,75.11000061035156
2022-11-11,77.51000213623047
2022-11-14,76.38999938964844
2022-11-15,77.0
2022-11-16,76.18000030517578
2022-11-17,76.2300033569336
2022-11-18,77.19999694824219
2022-11-21,76.56999969482422
2022-11-22,78.0999984741211
2022-11-23,78.19000244140625
2022-11-25,79.1500015258789
2022-11-28,78.1500015258789
2022-11-29,78.76000213623047
2022-11-30,79.76000213623047
2022-12-01,79.86000061035156
2022-12-02,78.6500015258789
2022-12-05,77.19999694824219

Indicator data:
Answer: 69.3149
Question: On May 11, 2020, what is the Moving Average Envelope lower channel value for McKesson Corporation? (Standard parameters: middle band SMA(20), upper and lower bands +/- 10%) 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 * 1.1; Lower = Middle * 0.9
Data:
date,close
2020-04-14,137.66000366210938
2020-04-15,137.97999572753906
2020-04-16,138.11000061035156
2020-04-17,141.61000061035156
2020-04-20,140.49000549316406
2020-04-21,132.44000244140625
2020-04-22,135.22000122070312
2020-04-23,136.57000732421875
2020-04-24,139.94000244140625
2020-04-27,143.27999877929688
2020-04-28,140.36000061035156
2020-04-29,140.25999450683594
2020-04-30,141.25
2020-05-01,134.6999969482422
2020-05-04,135.67999267578125
2020-05-05,133.5500030517578
2020-05-06,131.86000061035156
2020-05-07,134.5800018310547
2020-05-08,135.97000122070312
2020-05-11,140.25999450683594

Indicator data:
Answer: 123.8297
Question: For Chevron Corporation's Moving Average Envelope on October 18, 2024, what is the upper value? (Standard parameters: middle band SMA(20), upper and lower bands +/- 10%) 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 * 1.1; Lower = Middle * 0.9
Data:
date,close
2024-09-23,147.5399932861328
2024-09-24,147.4499969482422
2024-09-25,143.97000122070312
2024-09-26,141.99000549316406
2024-09-27,145.49000549316406
2024-09-30,147.27000427246094
2024-10-01,149.6999969482422
2024-10-02,150.9499969482422
2024-10-03,151.25
2024-10-04,150.74000549316406
2024-10-07,151.1199951171875
2024-10-08,148.75
2024-10-09,149.64999389648438
2024-10-10,150.6199951171875
2024-10-11,151.4199981689453
2024-10-14,151.77999877929688
2024-10-15,147.72999572753906
2024-10-16,148.72999572753906
2024-10-17,151.1999969482422
2024-10-18,150.75

Indicator data:
Answer: 163.7955
Question: What is the value of the middle of Moving Average Envelope for Micron Technology on May 15, 2020? (Standard parameters: middle band SMA(20), upper and lower bands +/- 10%) 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 * 1.1; Lower = Middle * 0.9
Data:
date,close
2020-04-20,43.400001525878906
2020-04-21,41.40999984741211
2020-04-22,43.90999984741211
2020-04-23,43.77000045776367
2020-04-24,44.15999984741211
2020-04-27,45.27999877929688
2020-04-28,45.310001373291016
2020-04-29,49.83000183105469
2020-04-30,47.88999938964844
2020-05-01,45.060001373291016
2020-05-04,44.459999084472656
2020-05-05,45.40999984741211
2020-05-06,46.08000183105469
2020-05-07,46.59000015258789
2020-05-08,48.25
2020-05-11,48.20000076293945
2020-05-12,45.68999862670898
2020-05-13,43.52999877929688
2020-05-14,45.72999954223633
2020-05-15,44.40999984741211

Indicator data:
Answer: 45.4185
Question: Calculate the Moving Average Envelope upper channel value for Williams-Sonoma on April 21, 2020. (Standard parameters: middle band SMA(20), upper and lower bands +/- 10%) 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 * 1.1; Lower = Middle * 0.9
Data:
date,close
2020-03-24,21.2450008392334
2020-03-25,21.8700008392334
2020-03-26,21.96500015258789
2020-03-27,21.024999618530277
2020-03-30,21.684999465942383
2020-03-31,21.26000022888184
2020-04-01,18.799999237060547
2020-04-02,19.024999618530277
2020-04-03,19.09499931335449
2020-04-06,23.174999237060547
2020-04-07,22.565000534057617
2020-04-08,23.82999992370605
2020-04-09,25.540000915527344
2020-04-13,25.674999237060547
2020-04-14,26.71999931335449
2020-04-15,24.625
2020-04-16,24.299999237060547
2020-04-17,25.81999969482422
2020-04-20,25.38500022888184
2020-04-21,26.165000915527344

Indicator data:
Answer: 25.2873
Question: What is the upper channel value of Donchian Channel for NVR on March 20, 2024? (Standard parameters: 20-period high/low, middle band is their average) 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: Upper = max_{i=0}^{n-1} H_{t-i}; Lower = min_{i=0}^{n-1} L_{t-i}; Middle = (Upper + Lower) / 2
Data:
date,high,low
2024-02-22,7540.2099609375,7442.4599609375
2024-02-23,7615.0,7530.0
2024-02-26,7628.5400390625,7569.56005859375
2024-02-27,7635.0,7506.1298828125
2024-02-28,7605.64990234375,7532.0
2024-02-29,7700.0,7570.10009765625
2024-03-01,7712.0,7531.02001953125
2024-03-04,7776.169921875,7651.830078125
2024-03-05,7770.0,7583.6201171875
2024-03-06,7754.0,7634.27978515625
2024-03-07,7825.0,7679.60009765625
2024-03-08,7761.259765625,7633.419921875
2024-03-11,7655.7998046875,7537.10986328125
2024-03-12,7772.9501953125,7547.06982421875
2024-03-13,7820.0,7721.47021484375
2024-03-14,7840.0,7511.5498046875
2024-03-15,7671.22998046875,7499.0498046875
2024-03-18,7683.27001953125,7526.7900390625
2024-03-19,7819.64990234375,7647.580078125
2024-03-20,7981.3701171875,7783.2099609375

Indicator data:
Answer: 7981.3701
Question: On January 13, 2020, what is the Donchian Channel lower channel value for Leidos? (Standard parameters: 20-period high/low, middle band is their average) 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: Upper = max_{i=0}^{n-1} H_{t-i}; Lower = min_{i=0}^{n-1} L_{t-i}; Middle = (Upper + Lower) / 2
Data:
date,high,low
2019-12-13,92.04000091552734,90.02999877929688
2019-12-16,92.5,91.4000015258789
2019-12-17,92.04000091552734,90.98999786376952
2019-12-18,96.0999984741211,93.36000061035156
2019-12-19,96.5500030517578,94.36000061035156
2019-12-20,98.02999877929688,96.2699966430664
2019-12-23,98.66000366210938,97.2300033569336
2019-12-24,98.33999633789062,97.56999969482422
2019-12-26,98.76000213623048,97.9499969482422
2019-12-27,98.72000122070312,97.56999969482422
2019-12-30,98.22000122070312,97.12999725341795
2019-12-31,98.70999908447266,97.56999969482422
2020-01-02,98.63999938964844,97.81999969482422
2020-01-03,99.87000274658205,97.41000366210938
2020-01-06,100.44000244140624,98.68000030517578
2020-01-07,100.7699966430664,99.6999969482422
2020-01-08,101.08000183105467,99.80999755859376
2020-01-09,101.45999908447266,99.75
2020-01-10,101.62999725341795,100.93000030517578
2020-01-13,101.81999969482422,100.83000183105467

Indicator data:
Answer: 90.03
Question: For Cummins's Donchian Channel on December 17, 2025, what is the middle value? (Standard parameters: 20-period high/low, middle band is their average) 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: Upper = max_{i=0}^{n-1} H_{t-i}; Lower = min_{i=0}^{n-1} L_{t-i}; Middle = (Upper + Lower) / 2
Data:
date,high,low
2025-11-19,475.7699890136719,464.9200134277344
2025-11-20,483.5700073242188,462.8999938964844
2025-11-21,476.3399963378906,457.0
2025-11-24,490.3399963378906,476.9800109863281
2025-11-25,495.1099853515625,482.6300048828125
2025-11-26,499.8699951171875,492.2200012207031
2025-11-28,500.1700134277344,495.3399963378906
2025-12-01,501.4700012207031,493.5
2025-12-02,504.2900085449219,496.1000061035156
2025-12-03,508.3699951171875,496.3399963378906
2025-12-04,515.6400146484375,506.25
2025-12-05,514.4299926757812,506.4400024414063
2025-12-08,515.8300170898438,505.8399963378906
2025-12-09,508.1000061035156,499.2799987792969
2025-12-10,526.5,499.2799987792969
2025-12-11,524.3800048828125,513.489990234375
2025-12-12,525.47998046875,504.1000061035156
2025-12-15,518.739990234375,507.0299987792969
2025-12-16,520.0499877929688,511.30999755859375
2025-12-17,518.739990234375,495.489990234375

Indicator data:
Answer: 491.75
Question: What is the value of the lower of Donchian Channel for Williams-Sonoma on January 13, 2021? (Standard parameters: 20-period high/low, middle band is their average) 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: Upper = max_{i=0}^{n-1} H_{t-i}; Lower = min_{i=0}^{n-1} L_{t-i}; Middle = (Upper + Lower) / 2
Data:
date,high,low
2020-12-15,55.25,53.41999816894531
2020-12-16,56.459999084472656,54.869998931884766
2020-12-17,57.07500076293945,55.92499923706055
2020-12-18,56.77000045776367,54.650001525878906
2020-12-21,54.7400016784668,53.4900016784668
2020-12-22,54.90999984741211,53.41999816894531
2020-12-23,54.375,53.54499816894531
2020-12-24,54.27999877929688,53.52000045776367
2020-12-28,54.290000915527344,51.75
2020-12-29,52.72999954223633,51.28499984741211
2020-12-30,53.255001068115234,51.57500076293945
2020-12-31,51.720001220703125,50.8849983215332
2021-01-04,52.90499877929688,49.375
2021-01-05,52.47499847412109,50.72499847412109
2021-01-06,53.935001373291016,51.5
2021-01-07,54.959999084472656,53.619998931884766
2021-01-08,55.18999862670898,53.18000030517578
2021-01-11,56.68999862670898,53.42499923706055
2021-01-12,59.185001373291016,55.75
2021-01-13,61.994998931884766,59.40499877929688

Indicator data:
Answer: 49.375
Question: Calculate the Donchian Channel upper channel value for Vistra Corp. on September 01, 2022. (Standard parameters: 20-period high/low, middle band is their average) 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: Upper = max_{i=0}^{n-1} H_{t-i}; Lower = min_{i=0}^{n-1} L_{t-i}; Middle = (Upper + Lower) / 2
Data:
date,high,low
2022-08-05,25.729999542236328,24.309999465942383
2022-08-08,25.44499969482422,24.559999465942383
2022-08-09,24.809999465942383,24.31999969482422
2022-08-10,25.21999931335449,24.854999542236328
2022-08-11,25.780000686645508,25.225000381469727
2022-08-12,25.90999984741211,25.524999618530277
2022-08-15,25.989999771118164,25.350000381469727
2022-08-16,26.0,25.690000534057617
2022-08-17,25.809999465942383,25.440000534057617
2022-08-18,26.1200008392334,25.530000686645508
2022-08-19,25.780000686645508,25.13999938964844
2022-08-22,24.93000030517578,24.59000015258789
2022-08-23,24.950000762939453,24.459999084472656
2022-08-24,25.299999237060547,24.3700008392334
2022-08-25,25.96999931335449,25.1200008392334
2022-08-26,25.709999084472656,24.920000076293945
2022-08-29,24.84000015258789,24.399999618530277
2022-08-30,24.975000381469727,24.18000030517578
2022-08-31,24.799999237060547,24.0049991607666
2022-09-01,25.01000022888184,24.584999084472656

Indicator data:
Answer: 26.12
Question: What is the 5-day period Simple Moving Average close price of S&P Global on February 28, 2023? (Unit: USD) 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: SMA_n = 1 / n * \sum_{i=0}^{n-1} P_{t-i}
Data:
date,close
2023-02-22,346.20001220703125
2023-02-23,348.1300048828125
2023-02-24,343.3800048828125
2023-02-27,341.510009765625
2023-02-28,341.20001220703125

Indicator data:
Answer: 344.084
Question: On June 02, 2023, what is the 10-day Simple Moving Average close price of Howmet Aerospace? (Unit: USD) 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: SMA_n = 1 / n * \sum_{i=0}^{n-1} P_{t-i}
Data:
date,close
2023-05-19,44.959999084472656
2023-05-22,44.81999969482422
2023-05-23,43.77000045776367
2023-05-24,43.2400016784668
2023-05-25,43.2599983215332
2023-05-26,43.5
2023-05-30,43.47999954223633
2023-05-31,42.75
2023-06-01,43.72999954223633
2023-06-02,45.130001068115234

Indicator data:
Answer: 43.864
Question: For the 20-day Simple Moving Average close price, what is the value for Occidental Petroleum on January 14, 2022? (Unit: USD) 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: SMA_n = 1 / n * \sum_{i=0}^{n-1} P_{t-i}
Data:
date,close
2021-12-17,28.040000915527344
2021-12-20,26.979999542236328
2021-12-21,28.600000381469727
2021-12-22,28.920000076293945
2021-12-23,28.850000381469727
2021-12-27,29.63999938964844
2021-12-28,29.479999542236328
2021-12-29,29.26000022888184
2021-12-30,28.96999931335449
2021-12-31,28.989999771118164
2022-01-03,31.059999465942383
2022-01-04,33.380001068115234
2022-01-05,31.809999465942383
2022-01-06,32.7599983215332
2022-01-07,33.209999084472656
2022-01-10,32.380001068115234
2022-01-11,34.70000076293945
2022-01-12,34.75
2022-01-13,34.150001525878906
2022-01-14,35.5099983215332

Indicator data:
Answer: 31.072
Question: What is Hasbro's 30-day Simple Moving Average close price on June 30, 2022? (Unit: USD) 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: SMA_n = 1 / n * \sum_{i=0}^{n-1} P_{t-i}
Data:
date,close
2022-05-18,90.7300033569336
2022-05-19,86.76000213623047
2022-05-20,84.69999694824219
2022-05-23,84.95999908447266
2022-05-24,81.61000061035156
2022-05-25,83.56999969482422
2022-05-26,85.98999786376953
2022-05-27,87.08000183105469
2022-05-31,89.75
2022-06-01,89.44999694824219
2022-06-02,89.87000274658203
2022-06-03,88.79000091552734
2022-06-06,88.56999969482422
2022-06-07,88.81999969482422
2022-06-08,88.33000183105469
2022-06-09,87.29000091552734
2022-06-10,84.91999816894531
2022-06-13,81.2699966430664
2022-06-14,80.75
2022-06-15,81.76000213623047
2022-06-16,79.01000213623047
2022-06-17,80.11000061035156
2022-06-21,82.45999908447266
2022-06-22,82.2699966430664
2022-06-23,83.05999755859375
2022-06-24,85.73999786376953
2022-06-27,85.6500015258789
2022-06-28,84.19000244140625
2022-06-29,83.88999938964844
2022-06-30,81.87999725341797

Indicator data:
Answer: 85.1077
Question: Calculate the 60-day period Simple Moving Average close price for Paccar on August 05, 2020. (Unit: USD) 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: SMA_n = 1 / n * \sum_{i=0}^{n-1} P_{t-i}
Data:
date,close
2020-05-12,44.560001373291016
2020-05-13,44.0
2020-05-14,44.40666580200195
2020-05-15,44.5533332824707
2020-05-18,46.64666748046875
2020-05-19,45.70000076293945
2020-05-20,46.02000045776367
2020-05-21,45.459999084472656
2020-05-22,45.61333465576172
2020-05-26,48.36000061035156
2020-05-27,50.040000915527344
2020-05-28,49.34000015258789
2020-05-29,49.2400016784668
2020-06-01,48.74666595458984
2020-06-02,48.95333480834961
2020-06-03,49.75333404541016
2020-06-04,50.459999084472656
2020-06-05,51.96666717529297
2020-06-08,52.5533332824707
2020-06-09,52.633331298828125
2020-06-10,51.20000076293945
2020-06-11,48.38666534423828
2020-06-12,48.77999877929688
2020-06-15,49.14666748046875
2020-06-16,49.67333221435547
2020-06-17,49.53333282470703
2020-06-18,49.64666748046875
2020-06-19,49.973331451416016
2020-06-22,49.81333160400391
2020-06-23,49.8466682434082
2020-06-24,48.3466682434082
2020-06-25,48.83333206176758
2020-06-26,48.29333114624024
2020-06-29,49.119998931884766
2020-06-30,49.900001525878906
2020-07-01,49.5
2020-07-02,50.45333480834961
2020-07-06,51.43999862670898
2020-07-07,50.51333236694336
2020-07-08,50.30666732788086
2020-07-09,49.619998931884766
2020-07-10,50.15999984741211
2020-07-13,50.426666259765625
2020-07-14,51.36666870117188
2020-07-15,52.47999954223633
2020-07-16,52.96666717529297
2020-07-17,52.95333480834961
2020-07-20,53.119998931884766
2020-07-21,55.77333450317383
2020-07-22,56.83333206176758
2020-07-23,57.37333297729492
2020-07-24,57.15999984741211
2020-07-27,57.27999877929688
2020-07-28,56.96666717529297
2020-07-29,57.32666778564453
2020-07-30,56.40666580200195
2020-07-31,56.720001220703125
2020-08-03,57.073333740234375
2020-08-04,56.606666564941406
2020-08-05,57.93333435058594

Indicator data:
Answer: 50.8043
Question: What is the 20-day period Weighted Moving Average close price of General Dynamics on July 21, 2020? (Unit: USD) (Weights are 1, 2, ..., n) 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: WMA_n = \sum_{i=0}^{n-1} (n-i) * P_{t-i} / \sum_{j=1}^{n} j
Data:
date,close
2020-06-23,152.75
2020-06-24,146.4499969482422
2020-06-25,146.9600067138672
2020-06-26,146.0500030517578
2020-06-29,149.33999633789062
2020-06-30,149.4600067138672
2020-07-01,147.13999938964844
2020-07-02,147.3000030517578
2020-07-06,148.47000122070312
2020-07-07,145.17999267578125
2020-07-08,143.89999389648438
2020-07-09,138.02000427246094
2020-07-10,141.97000122070312
2020-07-13,142.82000732421875
2020-07-14,143.36000061035156
2020-07-15,145.7899932861328
2020-07-16,148.50999450683594
2020-07-17,148.91000366210938
2020-07-20,145.4499969482422
2020-07-21,147.80999755859375

Indicator data:
Answer: 145.727
Question: On November 01, 2023, what is the 5-day Weighted Moving Average close price of Tapestry? (Unit: USD) (Weights are 1, 2, ..., n) 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: WMA_n = \sum_{i=0}^{n-1} (n-i) * P_{t-i} / \sum_{j=1}^{n} j
Data:
date,close
2023-10-26,28.0
2023-10-27,27.600000381469727
2023-10-30,28.059999465942383
2023-10-31,27.559999465942383
2023-11-01,26.59000015258789

Indicator data:
Answer: 27.3713
Question: For the 5-day Weighted Moving Average close price, what is the value for Danaher Corporation on June 09, 2020? (Unit: USD) (Weights are 1, 2, ..., n) 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: WMA_n = \sum_{i=0}^{n-1} (n-i) * P_{t-i} / \sum_{j=1}^{n} j
Data:
date,close
2020-06-03,150.39007568359375
2020-06-04,149.6365203857422
2020-06-05,153.57269287109375
2020-06-08,152.04786682128906
2020-06-09,150.2216339111328

Indicator data:
Answer: 151.3121
Question: What is Citizens Financial Group's 60-day Weighted Moving Average close price on November 15, 2023? (Unit: USD) (Weights are 1, 2, ..., n) 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: WMA_n = \sum_{i=0}^{n-1} (n-i) * P_{t-i} / \sum_{j=1}^{n} j
Data:
date,close
2023-08-23,26.920000076293945
2023-08-24,27.07999992370605
2023-08-25,26.84000015258789
2023-08-28,27.3700008392334
2023-08-29,28.299999237060547
2023-08-30,27.989999771118164
2023-08-31,28.1299991607666
2023-09-01,28.6299991607666
2023-09-05,28.3799991607666
2023-09-06,27.68000030517578
2023-09-07,26.940000534057617
2023-09-08,27.3700008392334
2023-09-11,27.6200008392334
2023-09-12,28.3700008392334
2023-09-13,27.440000534057617
2023-09-14,28.270000457763672
2023-09-15,27.959999084472656
2023-09-18,27.399999618530277
2023-09-19,27.459999084472656
2023-09-20,27.520000457763672
2023-09-21,26.96999931335449
2023-09-22,26.559999465942383
2023-09-25,26.6299991607666
2023-09-26,25.989999771118164
2023-09-27,25.76000022888184
2023-09-28,26.350000381469727
2023-09-29,26.799999237060547
2023-10-02,25.90999984741211
2023-10-03,25.450000762939453
2023-10-04,25.63999938964844
2023-10-05,25.790000915527344
2023-10-06,26.18000030517578
2023-10-09,26.32999992370605
2023-10-10,26.809999465942383
2023-10-11,26.75
2023-10-12,26.36000061035156
2023-10-13,25.709999084472656
2023-10-16,26.51000022888184
2023-10-17,27.100000381469727
2023-10-18,25.59000015258789
2023-10-19,24.8799991607666
2023-10-20,23.76000022888184
2023-10-23,23.57999992370605
2023-10-24,23.57999992370605
2023-10-25,23.46999931335449
2023-10-26,23.739999771118164
2023-10-27,22.8700008392334
2023-10-30,23.38999938964844
2023-10-31,23.43000030517578
2023-11-01,23.170000076293945
2023-11-02,24.899999618530277
2023-11-03,26.170000076293945
2023-11-06,25.84000015258789
2023-11-07,25.809999465942383
2023-11-08,25.709999084472656
2023-11-09,25.020000457763672
2023-11-10,25.170000076293945
2023-11-13,24.950000762939453
2023-11-14,26.57999992370605
2023-11-15,27.31999969482422

Indicator data:
Answer: 25.606
Question: Calculate the 10-day period Weighted Moving Average close price for Clorox on August 15, 2025. (Unit: USD) (Weights are 1, 2, ..., n) 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: WMA_n = \sum_{i=0}^{n-1} (n-i) * P_{t-i} / \sum_{j=1}^{n} j
Data:
date,close
2025-08-04,124.19000244140624
2025-08-05,125.37000274658205
2025-08-06,125.5
2025-08-07,126.08000183105467
2025-08-08,124.87000274658205
2025-08-11,122.08999633789062
2025-08-12,122.81999969482422
2025-08-13,122.88999938964844
2025-08-14,121.58000183105467
2025-08-15,122.16999816894533

Indicator data:
Answer: 123.1167
Question: What is the 10-day period Exponential Moving Average close price of International Paper on October 07, 2022? (Unit: USD) (Smoothing factor alpha = 2 / (n + 1); Require 4n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: EMA_t = \alpha * P_t + (1 - \alpha) * EMA_{t-1}, \quad \alpha = 2 / (n + 1)
Data:
date,close
2022-08-11,43.79999923706055
2022-08-12,44.5099983215332
2022-08-15,44.4900016784668
2022-08-16,44.97999954223633
2022-08-17,44.400001525878906
2022-08-18,44.13999938964844
2022-08-19,43.59000015258789
2022-08-22,42.5
2022-08-23,42.77999877929688
2022-08-24,42.61000061035156
2022-08-25,43.869998931884766
2022-08-26,42.619998931884766
2022-08-29,42.150001525878906
2022-08-30,42.09999847412109
2022-08-31,41.619998931884766
2022-09-01,41.310001373291016
2022-09-02,40.93000030517578
2022-09-06,40.33000183105469
2022-09-07,41.060001373291016
2022-09-08,41.56999969482422
2022-09-09,41.720001220703125
2022-09-12,42.16999816894531
2022-09-13,40.4900016784668
2022-09-14,39.68000030517578
2022-09-15,39.68000030517578
2022-09-16,35.22999954223633
2022-09-19,36.52000045776367
2022-09-20,34.83000183105469
2022-09-21,34.2599983215332
2022-09-22,33.810001373291016
2022-09-23,33.099998474121094
2022-09-26,31.770000457763672
2022-09-27,31.899999618530277
2022-09-28,32.709999084472656
2022-09-29,32.09000015258789
2022-09-30,31.700000762939453
2022-10-03,32.540000915527344
2022-10-04,33.25
2022-10-05,32.869998931884766
2022-10-06,32.20000076293945
2022-10-07,31.559999465942383

Indicator data:
Answer: 32.8065
Question: On August 29, 2024, what is the 20-day Exponential Moving Average close price of Fifth Third Bancorp? (Unit: USD) (Smoothing factor alpha = 2 / (n + 1); Require 4n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: EMA_t = \alpha * P_t + (1 - \alpha) * EMA_{t-1}, \quad \alpha = 2 / (n + 1)
Data:
date,close
2024-05-06,38.0
2024-05-07,38.02999877929688
2024-05-08,38.47999954223633
2024-05-09,38.650001525878906
2024-05-10,38.77999877929688
2024-05-13,38.20000076293945
2024-05-14,38.470001220703125
2024-05-15,38.97999954223633
2024-05-16,38.59999847412109
2024-05-17,38.560001373291016
2024-05-20,37.7599983215332
2024-05-21,38.040000915527344
2024-05-22,37.59000015258789
2024-05-23,36.81999969482422
2024-05-24,37.25
2024-05-28,36.68000030517578
2024-05-29,36.2599983215332
2024-05-30,36.75
2024-05-31,37.41999816894531
2024-06-03,36.84999847412109
2024-06-04,36.16999816894531
2024-06-05,36.380001068115234
2024-06-06,36.11000061035156
2024-06-07,36.130001068115234
2024-06-10,35.619998931884766
2024-06-11,35.279998779296875
2024-06-12,36.04999923706055
2024-06-13,35.61000061035156
2024-06-14,35.220001220703125
2024-06-17,35.650001525878906
2024-06-18,35.97999954223633
2024-06-20,35.91999816894531
2024-06-21,36.060001373291016
2024-06-24,36.63999938964844
2024-06-25,35.90999984741211
2024-06-26,35.93000030517578
2024-06-27,35.849998474121094
2024-06-28,36.4900016784668
2024-07-01,36.27000045776367
2024-07-02,36.97999954223633
2024-07-03,36.77999877929688
2024-07-05,36.0099983215332
2024-07-08,36.22999954223633
2024-07-09,36.209999084472656
2024-07-10,36.84999847412109
2024-07-11,38.2599983215332
2024-07-12,38.47999954223633
2024-07-15,39.15999984741211
2024-07-16,40.220001220703125
2024-07-17,41.0
2024-07-18,40.22999954223633
2024-07-19,40.9900016784668
2024-07-22,40.86000061035156
2024-07-23,41.2599983215332
2024-07-24,40.97999954223633
2024-07-25,41.83000183105469
2024-07-26,42.27000045776367
2024-07-29,41.9900016784668
2024-07-30,42.2599983215332
2024-07-31,42.34000015258789
2024-08-01,40.72999954223633
2024-08-02,39.54999923706055
2024-08-05,39.22999954223633
2024-08-06,39.369998931884766
2024-08-07,39.02000045776367
2024-08-08,39.65999984741211
2024-08-09,39.650001525878906
2024-08-12,38.91999816894531
2024-08-13,39.41999816894531
2024-08-14,39.709999084472656
2024-08-15,39.9900016784668
2024-08-16,40.68000030517578
2024-08-19,41.06999969482422
2024-08-20,40.63999938964844
2024-08-21,40.68000030517578
2024-08-22,41.0
2024-08-23,42.119998931884766
2024-08-26,41.93999862670898
2024-08-27,41.709999084472656
2024-08-28,42.20000076293945
2024-08-29,42.18999862670898

Indicator data:
Answer: 40.9139
Question: What is Royal Caribbean Group's 5-day Exponential Moving Average close price on December 12, 2025? (Unit: USD) (Smoothing factor alpha = 2 / (n + 1); Require 4n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: EMA_t = \alpha * P_t + (1 - \alpha) * EMA_{t-1}, \quad \alpha = 2 / (n + 1)
Data:
date,close
2025-11-13,255.75999450683597
2025-11-14,252.8699951171875
2025-11-17,246.7100067138672
2025-11-18,251.4199981689453
2025-11-19,256.0
2025-11-20,252.72000122070312
2025-11-21,264.0899963378906
2025-11-24,255.57000732421875
2025-11-25,266.4100036621094
2025-11-26,265.7099914550781
2025-11-28,266.25
2025-12-01,266.6000061035156
2025-12-02,265.0799865722656
2025-12-03,265.7699890136719
2025-12-04,259.2699890136719
2025-12-05,257.6600036621094
2025-12-08,252.41000366210935
2025-12-09,248.32000732421875
2025-12-10,260.3800048828125
2025-12-11,279.70001220703125
2025-12-12,278.8599853515625

Indicator data:
Answer: 269.2351
Question: Calculate the 10-day period Exponential Moving Average close price for Tesla on May 11, 2020. (Unit: USD) (Smoothing factor alpha = 2 / (n + 1); Require 4n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: EMA_t = \alpha * P_t + (1 - \alpha) * EMA_{t-1}, \quad \alpha = 2 / (n + 1)
Data:
date,close
2020-03-13,36.44133377075195
2020-03-16,29.67133331298828
2020-03-17,28.68000030517578
2020-03-18,24.08133316040039
2020-03-19,28.50933265686035
2020-03-20,28.50200080871582
2020-03-23,28.952667236328125
2020-03-24,33.66666793823242
2020-03-25,35.95000076293945
2020-03-26,35.21066665649414
2020-03-27,34.29066848754883
2020-03-30,33.47533416748047
2020-03-31,34.93333435058594
2020-04-01,32.104000091552734
2020-04-02,30.29800033569336
2020-04-03,32.000667572021484
2020-04-06,34.41600036621094
2020-04-07,36.36333465576172
2020-04-08,36.589332580566406
2020-04-09,38.20000076293945
2020-04-13,43.39666748046875
2020-04-14,47.32600021362305
2020-04-15,48.65533447265625
2020-04-16,49.68066787719727
2020-04-17,50.25933456420898
2020-04-20,49.75733184814453
2020-04-21,45.78133392333984
2020-04-22,48.80733489990234
2020-04-23,47.04199981689453
2020-04-24,48.34333419799805
2020-04-27,53.25
2020-04-28,51.27466583251953
2020-04-29,53.367332458496094
2020-04-30,52.12533187866211
2020-05-01,46.75466537475586
2020-05-04,50.74599838256836
2020-05-05,51.2140007019043
2020-05-06,52.172000885009766
2020-05-07,52.00266647338867
2020-05-08,54.62799835205078
2020-05-11,54.08599853515625

Indicator data:
Answer: 51.7888
Question: What is Lennar's 5-day Double Exponential Moving Average close price on March 09, 2022? (Unit: USD) (Smoothing factor alpha = 2 / (n + 1); Require 5n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: DEMA = 2 * EMA1 - EMA2; EMA1 = EMA_n(P); EMA2 = EMA_n(EMA1)
Data:
date,close
2022-02-01,92.63311004638672
2022-02-02,94.40464782714844
2022-02-03,91.8005828857422
2022-02-04,87.41529846191406
2022-02-07,89.09002685546875
2022-02-08,90.78412628173828
2022-02-09,93.26234436035156
2022-02-10,89.0416259765625
2022-02-11,88.61568450927734
2022-02-14,87.69602966308594
2022-02-15,88.94482421875
2022-02-16,89.0803451538086
2022-02-17,86.47628021240234
2022-02-18,86.57308959960938
2022-02-22,83.33979034423828
2022-02-23,79.69990539550781
2022-02-24,84.93707275390625
2022-02-25,87.9283676147461
2022-02-28,87.00871276855469
2022-03-01,87.45401763916016
2022-03-02,89.10939025878906
2022-03-03,87.01839447021484
2022-03-04,86.29235076904297
2022-03-07,80.6001968383789
2022-03-08,81.07453918457031
2022-03-09,84.70474243164062

Indicator data:
Answer: 83.0577
Question: What is Alphabet Inc. (Class A)'s 5-day Triple Exponential Moving Average close price on September 12, 2025? (Unit: USD) (Smoothing factor alpha = 2 / (n + 1); Require 6n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: TEMA = 3 * EMA1 - 3 * EMA2 + EMA3; EMA1 = EMA_n(P); EMA2 = EMA_n(EMA1); EMA3 = EMA_n(EMA2)
Data:
date,close
2025-07-31,191.8999938964844
2025-08-01,189.1300048828125
2025-08-04,195.0399932861328
2025-08-05,194.6699981689453
2025-08-06,196.08999633789065
2025-08-07,196.5200042724609
2025-08-08,201.4199981689453
2025-08-11,201.0
2025-08-12,203.33999633789065
2025-08-13,201.9600067138672
2025-08-14,202.94000244140625
2025-08-15,203.8999938964844
2025-08-18,203.5
2025-08-19,201.57000732421875
2025-08-20,199.32000732421875
2025-08-21,199.75
2025-08-22,206.08999633789065
2025-08-25,208.4900054931641
2025-08-26,207.13999938964844
2025-08-27,207.47999572753903
2025-08-28,211.63999938964844
2025-08-29,212.91000366210935
2025-09-02,211.3500061035156
2025-09-03,230.66000366210935
2025-09-04,232.3000030517578
2025-09-05,235.0
2025-09-08,234.0399932861328
2025-09-09,239.6300048828125
2025-09-10,239.1699981689453
2025-09-11,240.3699951171875
2025-09-12,240.8000030517578

Indicator data:
Answer: 241.4961
Question: Calculate the 5-day period Triple Exponential Moving Average close price for MSCI Inc. on March 11, 2025. (Unit: USD) (Smoothing factor alpha = 2 / (n + 1); Require 6n data points to warm up; Use the first data point as the initial value) Using unadjusted prices, write down the indicator formula, collect the raw data, calculate the answer, and keep four decimal places. Please list the raw data and key calculation process.
Formula: TEMA = 3 * EMA1 - 3 * EMA2 + EMA3; EMA1 = EMA_n(P); EMA2 = EMA_n(EMA1); EMA3 = EMA_n(EMA2)
Data:
date,close
2025-01-27,623.72998046875
2025-01-28,628.3400268554688
2025-01-29,593.0499877929688
2025-01-30,590.72998046875
2025-01-31,596.77001953125
2025-02-03,582.4299926757812
2025-02-04,584.469970703125
2025-02-05,582.1199951171875
2025-02-06,587.47998046875
2025-02-07,579.3900146484375
2025-02-10,583.47998046875
2025-02-11,577.3099975585938
2025-02-12,572.530029296875
2025-02-13,572.2999877929688
2025-02-14,572.6300048828125
2025-02-18,572.6900024414062
2025-02-19,574.72998046875
2025-02-20,574.3499755859375
2025-02-21,578.3400268554688
2025-02-24,573.5499877929688
2025-02-25,584.5399780273438
2025-02-26,579.4400024414062
2025-02-27,581.27001953125
2025-02-28,590.510009765625
2025-03-03,588.760009765625
2025-03-04,567.6199951171875
2025-03-05,572.989990234375
2025-03-06,566.280029296875
2025-03-07,561.8900146484375
2025-03-10,545.3400268554688
2025-03-11,541.719970703125

Indicator data:
Answer: 540.8775