OpenFinArena/FinDeepIndicator huggingface dataset:
Question: 格力电器的蔡金波动率在2025年04月28日为多少？（标准版：参数 (10, 10)；从前50个数据开始计算，EMA初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。
Formula: HL_EMA_t = EMA_n(H - L)；ChaikinVol_t = HL_EMA_t / HL_EMA_{t-m} - 1
Data:
date,high,low
2025-02-14,44.27,43.7
2025-02-17,43.99,43.28
2025-02-18,43.59,42.93
2025-02-19,43.09,41.76
2025-02-20,41.98,41.33
2025-02-21,41.84,40.84
2025-02-24,41.58,40.9
2025-02-25,41.19,40.4
2025-02-26,41.06,40.5
2025-02-27,41.61,40.94
2025-02-28,41.87,40.81
2025-03-03,41.02,40.45
2025-03-04,42.45,41.58
2025-03-05,42.2,41.44
2025-03-06,42.2,41.69
2025-03-07,42.22,41.74
2025-03-10,42.25,41.55
2025-03-11,42.51,41.86
2025-03-12,42.4,41.93
2025-03-13,42.92,42.02
2025-03-14,43.4,42.54
2025-03-17,43.57,43.08
2025-03-18,44.16,43.22
2025-03-19,43.9,43.33
2025-03-20,43.66,42.69
2025-03-21,43.86,42.79
2025-03-24,45.29,44.17
2025-03-25,45.6,44.9
2025-03-26,45.36,44.55
2025-03-27,45.42,44.8
2025-03-28,45.54,44.97
2025-03-31,46.23,45.2
2025-04-01,45.5,44.8
2025-04-02,46.0,45.0
2025-04-03,45.4,44.55
2025-04-07,44.68,42.2
2025-04-08,44.69,42.91
2025-04-09,45.2,43.83
2025-04-10,44.95,44.25
2025-04-11,45.12,44.13
2025-04-14,45.15,43.6
2025-04-15,44.97,43.56
2025-04-16,45.37,44.48
2025-04-17,45.13,44.62
2025-04-18,45.5,44.73
2025-04-21,45.4,44.91
2025-04-22,45.99,45.03
2025-04-23,45.75,45.15
2025-04-24,45.54,45.0
2025-04-25,45.53,45.09
2025-04-28,47.3,46.25

Indicator data:
Answer: -0.3429
Question: 对于蔡金波动率，国信证券2023年04月14日的值是多少？（标准版：参数 (10, 10)；从前50个数据开始计算，EMA初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。
Formula: HL_EMA_t = EMA_n(H - L)；ChaikinVol_t = HL_EMA_t / HL_EMA_{t-m} - 1
Data:
date,high,low
2023-02-02,9.88,9.56
2023-02-03,9.65,9.49
2023-02-06,9.6,9.49
2023-02-07,9.68,9.43
2023-02-08,9.53,9.36
2023-02-09,9.53,9.37
2023-02-10,9.52,9.43
2023-02-13,9.51,9.41
2023-02-14,9.54,9.44
2023-02-15,9.5,9.37
2023-02-16,9.56,9.28
2023-02-17,9.39,9.23
2023-02-20,9.53,9.31
2023-02-21,9.66,9.46
2023-02-22,9.71,9.58
2023-02-23,9.74,9.6
2023-02-24,9.79,9.58
2023-02-27,9.65,9.5
2023-02-28,9.68,9.53
2023-03-01,9.89,9.61
2023-03-02,9.9,9.81
2023-03-03,9.87,9.72
2023-03-06,9.83,9.66
2023-03-07,9.75,9.54
2023-03-08,9.56,9.46
2023-03-09,9.55,9.46
2023-03-10,9.48,9.33
2023-03-13,9.4,9.28
2023-03-14,9.35,9.2
2023-03-15,9.38,9.3
2023-03-16,9.35,9.25
2023-03-17,9.47,9.34
2023-03-20,9.47,9.34
2023-03-21,9.51,9.38
2023-03-22,9.48,9.41
2023-03-23,9.58,9.4
2023-03-24,9.61,9.49
2023-03-27,9.55,9.42
2023-03-28,9.55,9.45
2023-03-29,9.53,9.37
2023-03-30,9.43,9.28
2023-03-31,9.44,9.34
2023-04-03,9.59,9.35
2023-04-04,9.65,9.51
2023-04-06,9.61,9.51
2023-04-07,9.64,9.52
2023-04-10,9.68,9.52
2023-04-11,9.72,9.57
2023-04-12,9.64,9.55
2023-04-13,9.67,9.56
2023-04-14,9.66,9.56

Indicator data:
Answer: -0.0784
Question: 计算星宇股份2025年06月26日的蔡金波动率的值。（标准版：参数 (10, 10)；从前50个数据开始计算，EMA初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。
Formula: HL_EMA_t = EMA_n(H - L)；ChaikinVol_t = HL_EMA_t / HL_EMA_{t-m} - 1
Data:
date,high,low
2025-04-11,127.49,124.01
2025-04-14,131.37,125.92
2025-04-15,128.0,124.31
2025-04-16,124.8,121.4
2025-04-17,122.84,121.03
2025-04-18,123.63,121.3
2025-04-21,126.34,122.4
2025-04-22,126.5,124.88
2025-04-23,128.0,124.6
2025-04-24,127.88,125.69
2025-04-25,127.5,126.13
2025-04-28,128.45,125.01
2025-04-29,130.8,126.32
2025-04-30,132.9,126.47
2025-05-06,137.48,131.95
2025-05-07,137.5,134.04
2025-05-08,136.0,132.8
2025-05-09,135.6,133.38
2025-05-12,137.2,133.0
2025-05-13,138.0,134.05
2025-05-14,139.49,133.5
2025-05-15,139.48,136.88
2025-05-16,139.83,137.52
2025-05-19,142.86,137.11
2025-05-20,141.0,136.88
2025-05-21,141.98,139.26
2025-05-22,141.91,139.5
2025-05-23,141.73,139.51
2025-05-26,141.37,139.22
2025-05-27,142.66,138.0
2025-05-28,141.5,137.82
2025-05-29,143.0,139.55
2025-05-30,141.97,139.1
2025-06-03,141.25,138.5
2025-06-04,140.31,138.01
2025-06-05,139.68,137.8
2025-06-06,141.45,138.8
2025-06-09,139.76,135.2
2025-06-10,138.35,135.85
2025-06-11,140.9,137.65
2025-06-12,139.7,137.7
2025-06-13,139.25,135.5
2025-06-16,137.49,132.38
2025-06-17,135.29,131.01
2025-06-18,132.82,128.92
2025-06-19,131.38,127.48
2025-06-20,127.95,126.18
2025-06-23,126.81,123.75
2025-06-24,127.42,124.27
2025-06-25,127.3,124.8
2025-06-26,127.77,123.81

Indicator data:
Answer: 0.1429
Question: 中国通号2024年03月14日的成交量加权平均价的值是？（直接使用 amount 计算）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。
Formula: VWAP_t = amount_t / V_t
Data:
date,amount,volume
2024-03-14,227373292.0,43056443.0

Indicator data:
Answer: 5.2808
Question: 2023年08月08日，上海医药的成交量加权平均价是多少？（直接使用 amount 计算）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。
Formula: VWAP_t = amount_t / V_t
Data:
date,amount,volume
2023-08-08,222050714.0,11451418.0

Indicator data:
Answer: 19.3907
Question: 天齐锂业的成交量加权平均价在2021年01月21日为多少？（直接使用 amount 计算）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。
Formula: VWAP_t = amount_t / V_t
Data:
date,amount,volume
2021-01-21,7302703044.0,118329014.0

Indicator data:
Answer: 61.7152
Question: 对于成交量加权平均价，立讯精密2023年07月12日的值是多少？（直接使用 amount 计算）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。
Formula: VWAP_t = amount_t / V_t
Data:
date,amount,volume
2023-07-12,1383017985.0,41870909.0

Indicator data:
Answer: 33.0305
Question: 计算恒瑞医药2022年11月03日的成交量加权平均价的值。（直接使用 amount 计算）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。
Formula: VWAP_t = amount_t / V_t
Data:
date,amount,volume
2022-11-03,2126220579.0,50993469.0

Indicator data:
Answer: 41.6959
Question: 天赐材料2022年04月12日的能量潮的值是？（从前60个数据开始计算）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。
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
2022-01-07,105.45,15798037.0
2022-01-10,103.44,14626217.0
2022-01-11,101.0,14348373.0
2022-01-12,105.2,17333476.0
2022-01-13,102.96,10373325.0
2022-01-14,105.33,12717682.0
2022-01-17,106.57,14361657.0
2022-01-18,99.35,38632556.0
2022-01-19,95.23,23991236.0
2022-01-20,95.74,15923025.0
2022-01-21,97.66,14655989.0
2022-01-24,101.0,14379200.0
2022-01-25,98.86,10822838.0
2022-01-26,98.08,7455781.0
2022-01-27,97.08,12343991.0
2022-01-28,94.22,12166612.0
2022-02-07,97.15,12003713.0
2022-02-08,91.84,13031040.0
2022-02-09,91.98,12716872.0
2022-02-10,89.5,10459049.0
2022-02-11,87.0,15410568.0
2022-02-14,87.2,11358098.0
2022-02-15,91.09,15667698.0
2022-02-16,90.54,9613954.0
2022-02-17,96.92,23846140.0
2022-02-18,94.0,15040732.0
2022-02-21,94.13,11060542.0
2022-02-22,94.98,14110031.0
2022-02-23,99.66,21702482.0
2022-02-24,100.58,25418593.0
2022-02-25,101.61,15032179.0
2022-02-28,106.19,21302930.0
2022-03-01,105.29,19571295.0
2022-03-02,99.64,21173832.0
2022-03-03,99.68,13858924.0
2022-03-04,94.5,18373504.0
2022-03-07,89.4,16091659.0
2022-03-08,89.1,16674153.0
2022-03-09,87.55,15772002.0
2022-03-10,96.31,13862000.0
2022-03-11,98.91,29079646.0
2022-03-14,95.76,13898089.0
2022-03-15,96.1,19626271.0
2022-03-16,101.12,24101626.0
2022-03-17,104.85,26122659.0
2022-03-18,102.88,11776519.0
2022-03-21,104.76,12415771.0
2022-03-22,103.48,14532423.0
2022-03-23,101.52,13357359.0
2022-03-24,101.0,11941391.0
2022-03-25,96.78,11941257.0
2022-03-28,93.69,11923896.0
2022-03-29,96.0,13027535.0
2022-03-30,99.17,13387648.0
2022-03-31,94.0,13287890.0
2022-04-01,96.02,13115880.0
2022-04-06,92.09,13926739.0
2022-04-07,91.56,9488217.0
2022-04-08,89.95,10157170.0
2022-04-11,85.45,13106059.0
2022-04-12,86.2,12259527.0

Indicator data:
Answer: -861932.0
Question: 2020年07月21日，福耀玻璃的能量潮是多少？（从前60个数据开始计算）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。
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
2020-04-21,18.92,13050597.0
2020-04-22,18.81,8657795.0
2020-04-23,18.93,8856953.0
2020-04-24,18.8,8805927.0
2020-04-27,18.83,6030212.0
2020-04-28,18.86,10636597.0
2020-04-29,19.13,9997066.0
2020-04-30,19.79,17633692.0
2020-05-06,19.78,14187274.0
2020-05-07,20.62,23458283.0
2020-05-08,20.66,20498343.0
2020-05-11,20.95,15047267.0
2020-05-12,20.75,10441613.0
2020-05-13,20.48,7067931.0
2020-05-14,20.12,8551906.0
2020-05-15,19.92,8389993.0
2020-05-18,19.99,6992865.0
2020-05-19,20.5,9016349.0
2020-05-20,20.22,6223010.0
2020-05-21,19.99,5721193.0
2020-05-22,19.68,6164804.0
2020-05-25,19.58,6800682.0
2020-05-26,19.78,5291945.0
2020-05-27,19.99,7691668.0
2020-05-28,19.6,8697912.0
2020-05-29,19.64,6993309.0
2020-06-01,20.17,12870998.0
2020-06-02,20.09,9819769.0
2020-06-03,20.77,25920691.0
2020-06-04,20.89,14122959.0
2020-06-05,21.37,16845091.0
2020-06-08,21.71,18967053.0
2020-06-09,22.04,14851704.0
2020-06-10,21.32,18862155.0
2020-06-11,21.1,10511829.0
2020-06-12,21.53,12874160.0
2020-06-15,20.95,9893408.0
2020-06-16,21.0,9670863.0
2020-06-17,20.92,10706260.0
2020-06-18,21.12,9744436.0
2020-06-19,21.45,18171711.0
2020-06-22,21.03,17262928.0
2020-06-23,21.04,9893182.0
2020-06-24,21.24,9882265.0
2020-06-29,20.84,21316418.0
2020-06-30,20.87,8262065.0
2020-07-01,20.97,10086944.0
2020-07-02,21.56,20555865.0
2020-07-03,22.01,21182528.0
2020-07-06,23.0,40565266.0
2020-07-07,22.6,37636380.0
2020-07-08,22.83,20667631.0
2020-07-09,22.4,40945304.0
2020-07-10,21.9,37182489.0
2020-07-13,23.05,53278818.0
2020-07-14,24.1,60417386.0
2020-07-15,23.47,42477060.0
2020-07-16,22.52,32444706.0
2020-07-17,24.02,57556810.0
2020-07-20,25.89,63556348.0
2020-07-21,26.13,50403953.0

Indicator data:
Answer: 339724530.0
Question: 国泰海通的能量潮在2024年08月07日为多少？（从前60个数据开始计算）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。
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
2024-05-14,13.93,24357471.0
2024-05-15,13.73,28459572.0
2024-05-16,13.74,23019350.0
2024-05-17,13.93,25172234.0
2024-05-20,14.01,38601600.0
2024-05-21,13.91,19081291.0
2024-05-22,13.92,19953655.0
2024-05-23,13.72,23091288.0
2024-05-24,13.6,18483755.0
2024-05-27,14.06,77160084.0
2024-05-28,13.85,30392978.0
2024-05-29,14.05,41278613.0
2024-05-30,14.09,30632340.0
2024-05-31,13.94,28756906.0
2024-06-03,13.65,43957474.0
2024-06-04,13.82,30735118.0
2024-06-05,13.82,25097516.0
2024-06-06,13.68,27081565.0
2024-06-07,13.78,28994639.0
2024-06-11,13.66,24432095.0
2024-06-12,13.64,17160514.0
2024-06-13,13.78,27290001.0
2024-06-14,14.44,132948257.0
2024-06-17,14.32,64570141.0
2024-06-18,14.44,58135453.0
2024-06-19,14.18,34697424.0
2024-06-20,14.08,25516597.0
2024-06-21,14.06,26899351.0
2024-06-24,14.02,28969643.0
2024-06-25,13.83,30586527.0
2024-06-26,14.11,31358642.0
2024-06-27,14.02,25608144.0
2024-06-28,13.55,37850020.0
2024-07-01,13.78,28373880.0
2024-07-02,13.67,17852998.0
2024-07-03,13.68,15762561.0
2024-07-04,13.51,19559700.0
2024-07-05,13.45,19692520.0
2024-07-08,13.33,23805509.0
2024-07-09,13.45,30746141.0
2024-07-10,13.47,19929600.0
2024-07-11,13.55,21876876.0
2024-07-12,13.46,15647607.0
2024-07-15,13.5,12022865.0
2024-07-16,13.62,24385173.0
2024-07-17,13.75,26006488.0
2024-07-18,13.9,27720338.0
2024-07-19,14.05,34153102.0
2024-07-22,14.13,34112681.0
2024-07-23,13.89,26129360.0
2024-07-24,13.82,20450567.0
2024-07-25,13.89,17314282.0
2024-07-26,14.03,19618875.0
2024-07-29,13.88,15456030.0
2024-07-30,13.97,15287490.0
2024-07-31,14.38,60576949.0
2024-08-01,14.55,48060335.0
2024-08-02,14.2,30837710.0
2024-08-05,14.11,32423536.0
2024-08-06,14.18,21518850.0
2024-08-07,14.11,13578903.0

Indicator data:
Answer: 251716747.0
Question: 对于能量潮，成都银行2022年07月25日的值是多少？（从前60个数据开始计算）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。
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
2022-04-26,15.66,26239042.0
2022-04-27,15.9,26964136.0
2022-04-28,17.08,35819417.0
2022-04-29,16.79,41670645.0
2022-05-05,17.36,30826505.0
2022-05-06,17.2,21709420.0
2022-05-09,16.42,38010732.0
2022-05-10,16.74,29287248.0
2022-05-11,16.15,38510881.0
2022-05-12,15.89,36000534.0
2022-05-13,16.2,33069011.0
2022-05-16,16.08,25810824.0
2022-05-17,16.05,26061824.0
2022-05-18,15.61,29519906.0
2022-05-19,15.67,14550527.0
2022-05-20,15.24,42364554.0
2022-05-23,15.21,25564071.0
2022-05-24,14.93,23214041.0
2022-05-25,15.3,22970814.0
2022-05-26,15.49,21753710.0
2022-05-27,15.78,23892151.0
2022-05-30,15.46,23166482.0
2022-05-31,15.29,21335606.0
2022-06-01,15.49,20667000.0
2022-06-02,15.4,14520405.0
2022-06-06,15.86,23569355.0
2022-06-07,16.6,33752897.0
2022-06-08,16.74,18644396.0
2022-06-09,17.03,21320441.0
2022-06-10,17.27,25829699.0
2022-06-13,17.34,24876819.0
2022-06-14,17.47,26226854.0
2022-06-15,17.34,27224943.0
2022-06-16,16.72,29819760.0
2022-06-17,16.83,21225830.0
2022-06-20,16.53,21677031.0
2022-06-21,16.86,16871291.0
2022-06-22,16.71,17727919.0
2022-06-23,16.73,14127328.0
2022-06-24,16.35,34114090.0
2022-06-27,16.96,34302320.0
2022-06-28,16.61,28171028.0
2022-06-29,16.41,27725872.0
2022-06-30,16.58,11412491.0
2022-07-01,16.36,12425092.0
2022-07-04,16.38,18466410.0
2022-07-05,16.7,16469838.0
2022-07-06,16.47,12278288.0
2022-07-07,16.75,10562846.0
2022-07-08,16.35,12429898.0
2022-07-11,16.57,15110447.0
2022-07-12,16.74,24141398.0
2022-07-13,16.05,27876441.0
2022-07-14,15.95,36931491.0
2022-07-15,15.95,26272220.0
2022-07-18,15.97,19405633.0
2022-07-19,15.97,18902123.0
2022-07-20,16.08,12574877.0
2022-07-21,15.21,53828338.0
2022-07-22,15.52,19830556.0
2022-07-25,15.49,13595426.0

Indicator data:
Answer: -94763297.0
Question: 计算恒瑞医药2025年09月01日的能量潮的值。（从前60个数据开始计算）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。
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
2025-06-09,54.36,65690582.0
2025-06-10,55.13,48073517.0
2025-06-11,54.71,37773566.0
2025-06-12,55.82,49318822.0
2025-06-13,53.89,66023830.0
2025-06-16,53.76,39224137.0
2025-06-17,51.84,69518032.0
2025-06-18,51.81,33409543.0
2025-06-19,51.58,37316694.0
2025-06-20,51.76,24060775.0
2025-06-23,51.96,31328106.0
2025-06-24,52.15,45103539.0
2025-06-25,52.95,53648196.0
2025-06-26,52.08,39226868.0
2025-06-27,51.95,28776507.0
2025-06-30,51.9,44535488.0
2025-07-01,52.46,39772496.0
2025-07-02,52.25,32571223.0
2025-07-03,52.47,29367818.0
2025-07-04,53.26,47792312.0
2025-07-07,52.65,28638794.0
2025-07-08,53.4,35926315.0
2025-07-09,57.19,115821169.0
2025-07-10,57.6,90371570.0
2025-07-11,56.9,65863171.0
2025-07-14,57.21,47375836.0
2025-07-15,57.22,43692847.0
2025-07-16,57.22,39819120.0
2025-07-17,57.73,44414628.0
2025-07-18,58.76,66098565.0
2025-07-21,58.0,50944185.0
2025-07-22,57.41,47557025.0
2025-07-23,57.13,42529511.0
2025-07-24,57.5,46583415.0
2025-07-25,56.4,50539423.0
2025-07-28,62.04,163009595.0
2025-07-29,63.8,168276889.0
2025-07-30,63.59,98084933.0
2025-07-31,62.9,74203875.0
2025-08-01,61.31,73465464.0
2025-08-04,62.0,68961349.0
2025-08-05,62.3,54144318.0
2025-08-06,61.58,57247861.0
2025-08-07,60.81,50476397.0
2025-08-08,60.99,36297073.0
2025-08-11,61.07,42575238.0
2025-08-12,60.85,39183475.0
2025-08-13,62.61,81529632.0
2025-08-14,62.82,57126647.0
2025-08-15,63.4,61493254.0
2025-08-18,63.08,72885756.0
2025-08-19,61.69,99770049.0
2025-08-20,62.85,65042442.0
2025-08-21,63.99,85862923.0
2025-08-22,64.98,63771891.0
2025-08-25,66.26,84923381.0
2025-08-26,65.3,57512937.0
2025-08-27,63.05,83616934.0
2025-08-28,63.03,71590154.0
2025-08-29,66.23,102318607.0
2025-09-01,68.35,87218089.0

Indicator data:
Answer: 588815422.0
Question: 金龙鱼2024年01月29日的力度指数的值是？使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。
Formula: ForceIndex_t = (C_t - C_{t-1}) * V_t
Data:
date,close,volume
2024-01-26,30.75,5131927.0
2024-01-29,30.48,5221300.0

Indicator data:
Answer: -1409751.0
Question: 2024年09月06日，光大证券的力度指数是多少？使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。
Formula: ForceIndex_t = (C_t - C_{t-1}) * V_t
Data:
date,close,volume
2024-09-05,14.53,7178780.0
2024-09-06,14.54,24464846.0

Indicator data:
Answer: 244648.46
Question: 软通动力的力度指数在2024年05月24日为多少？使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。
Formula: ForceIndex_t = (C_t - C_{t-1}) * V_t
Data:
date,close,volume
2024-05-23,40.61,33545542.0
2024-05-24,39.5,30831928.0

Indicator data:
Answer: -34223440.08
Question: 对于力度指数，南方航空2023年12月07日的值是多少？使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。
Formula: ForceIndex_t = (C_t - C_{t-1}) * V_t
Data:
date,close,volume
2023-12-06,6.06,29720924.0
2023-12-07,6.02,26944650.0

Indicator data:
Answer: -1077786.0
Question: 计算中联重科2023年11月10日的力度指数的值。使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。
Formula: ForceIndex_t = (C_t - C_{t-1}) * V_t
Data:
date,close,volume
2023-11-09,6.46,20662014.0
2023-11-10,6.43,14655226.0

Indicator data:
Answer: -439656.78
Question: 中国交建2021年01月28日的累积/派发线的值是？（从前60个数据开始计算）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。
Formula: MFM_t = ((C_t - L_t) - (H_t - C_t)) / (H_t - L_t)；MFV_t = MFM_t * V_t；ADL_t = ADL_{t-1} + MFV_t = \sum_{i=1}^{t} MFV_i
Data:
date,high,low,close,volume
2020-11-04,7.49,7.4,7.44,11969051.0
2020-11-05,7.53,7.45,7.53,18656232.0
2020-11-06,7.61,7.45,7.56,25451034.0
2020-11-09,7.66,7.57,7.64,31006878.0
2020-11-10,7.7,7.51,7.53,32578564.0
2020-11-11,8.04,7.5,7.95,122475183.0
2020-11-12,7.84,7.68,7.75,61067825.0
2020-11-13,7.69,7.55,7.6,35391178.0
2020-11-16,7.79,7.57,7.77,50061835.0
2020-11-17,7.77,7.65,7.7,32832525.0
2020-11-18,7.91,7.62,7.79,55483901.0
2020-11-19,7.92,7.72,7.77,31112718.0
2020-11-20,7.77,7.66,7.74,24412246.0
2020-11-23,7.95,7.73,7.89,58510730.0
2020-11-24,7.93,7.82,7.9,34798392.0
2020-11-25,8.03,7.72,7.72,49021570.0
2020-11-26,7.76,7.68,7.72,22983350.0
2020-11-27,7.84,7.65,7.84,32769137.0
2020-11-30,8.09,7.86,7.92,88857706.0
2020-12-01,7.98,7.81,7.97,51763812.0
2020-12-02,8.05,7.89,7.99,50692044.0
2020-12-03,7.98,7.88,7.9,32373541.0
2020-12-04,7.9,7.76,7.79,33148483.0
2020-12-07,7.78,7.66,7.67,27303706.0
2020-12-08,7.69,7.62,7.64,18364602.0
2020-12-09,7.67,7.54,7.54,18614118.0
2020-12-10,7.6,7.52,7.58,13321249.0
2020-12-11,7.58,7.43,7.47,25775171.0
2020-12-14,7.51,7.43,7.48,11623835.0
2020-12-15,7.49,7.39,7.45,14207944.0
2020-12-16,7.46,7.38,7.39,19043178.0
2020-12-17,7.45,7.28,7.43,25292645.0
2020-12-18,7.6,7.39,7.41,36932524.0
2020-12-21,7.43,7.33,7.38,18702584.0
2020-12-22,7.37,7.17,7.18,40300722.0
2020-12-23,7.22,7.16,7.17,17620552.0
2020-12-24,7.23,7.12,7.19,17345023.0
2020-12-25,7.28,7.15,7.23,15020413.0
2020-12-28,7.21,7.14,7.15,15656700.0
2020-12-29,7.31,7.14,7.26,22609218.0
2020-12-30,7.26,7.18,7.21,13750960.0
2020-12-31,7.31,7.19,7.26,19276797.0
2021-01-04,7.25,7.16,7.2,28626202.0
2021-01-05,7.37,7.13,7.18,58315983.0
2021-01-06,7.51,7.17,7.41,70162773.0
2021-01-07,7.43,7.25,7.32,43459751.0
2021-01-08,7.39,7.23,7.28,24969080.0
2021-01-11,7.33,7.1,7.11,42819763.0
2021-01-12,7.28,7.11,7.22,32833186.0
2021-01-13,7.56,7.13,7.44,100102101.0
2021-01-14,7.86,7.37,7.63,109083080.0
2021-01-15,7.58,7.39,7.44,51765982.0
2021-01-18,7.49,7.36,7.42,34519969.0
2021-01-19,7.44,7.34,7.36,30055072.0
2021-01-20,7.4,7.3,7.32,27267780.0
2021-01-21,7.34,7.26,7.28,28032917.0
2021-01-22,7.29,7.15,7.16,33153605.0
2021-01-25,7.22,7.11,7.13,31537020.0
2021-01-26,7.21,7.11,7.15,18687022.0
2021-01-27,7.22,7.13,7.14,18965142.0
2021-01-28,7.11,7.0,7.02,27553352.0

Indicator data:
Answer: -155049802.3803
Question: 2020年12月03日，天孚通信的累积/派发线是多少？（从前60个数据开始计算）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。
Formula: MFM_t = ((C_t - L_t) - (H_t - C_t)) / (H_t - L_t)；MFV_t = MFM_t * V_t；ADL_t = ADL_{t-1} + MFV_t = \sum_{i=1}^{t} MFV_i
Data:
date,high,low,close,volume
2020-09-02,67.18,65.07,66.53,1962721.0
2020-09-03,66.85,64.58,64.82,1940660.0
2020-09-04,65.4,63.22,64.89,1681919.0
2020-09-07,65.7,62.82,63.0,1986136.0
2020-09-08,65.17,60.59,61.1,2905114.0
2020-09-09,60.19,56.36,58.51,3984566.0
2020-09-10,59.57,56.9,57.29,2165492.0
2020-09-11,58.86,56.35,58.5,2079733.0
2020-09-14,60.0,58.1,58.97,2630899.0
2020-09-15,59.88,57.9,58.33,2017997.0
2020-09-16,59.58,57.81,58.22,1444093.0
2020-09-17,59.55,57.4,58.82,2134179.0
2020-09-18,59.26,57.74,59.03,2183967.0
2020-09-21,59.69,57.54,57.79,2110930.0
2020-09-22,58.65,57.0,57.28,1314756.0
2020-09-23,59.2,57.4,58.07,1659221.0
2020-09-24,58.1,55.81,55.83,1830438.0
2020-09-25,57.98,55.73,56.09,2144610.0
2020-09-28,57.7,55.3,55.63,1831008.0
2020-09-29,57.28,55.7,56.72,1765478.0
2020-09-30,56.99,55.53,56.19,1989064.0
2020-10-09,58.96,56.18,56.5,3460828.0
2020-10-12,60.76,56.65,60.29,4544835.0
2020-10-13,60.7,59.13,60.23,2264788.0
2020-10-14,61.5,59.61,61.12,2772819.0
2020-10-15,61.78,60.41,60.71,2163870.0
2020-10-16,60.91,59.21,59.4,2141049.0
2020-10-19,65.38,58.05,58.78,6548109.0
2020-10-20,58.14,55.5,56.77,4264802.0
2020-10-21,58.28,55.5,55.9,3546906.0
2020-10-22,56.65,55.15,55.46,2632837.0
2020-10-23,59.15,56.1,57.51,5793523.0
2020-10-26,60.3,57.18,59.62,4229388.0
2020-10-27,60.75,59.1,59.9,2754016.0
2020-10-28,61.29,59.3,60.49,3321049.0
2020-10-29,61.0,58.6,60.32,2844424.0
2020-10-30,61.7,59.0,59.2,3072545.0
2020-11-02,61.21,57.91,60.69,2995180.0
2020-11-03,64.62,59.8,63.96,3407063.0
2020-11-04,63.98,61.38,62.48,3084957.0
2020-11-05,71.17,61.64,67.42,6816968.0
2020-11-06,67.5,65.06,66.03,4279142.0
2020-11-09,70.48,66.2,66.87,5478844.0
2020-11-10,66.6,63.78,64.3,3136465.0
2020-11-11,65.67,62.58,63.01,2710991.0
2020-11-12,64.09,62.0,62.53,1963270.0
2020-11-13,63.01,61.02,61.74,2111264.0
2020-11-16,62.3,59.78,61.11,2452475.0
2020-11-17,61.5,58.03,59.16,2952848.0
2020-11-18,59.7,58.15,58.55,1880622.0
2020-11-19,59.88,57.0,59.0,2410559.0
2020-11-20,59.78,58.62,58.92,1580994.0
2020-11-23,59.48,56.72,58.21,2765194.0
2020-11-24,59.66,58.2,58.56,2612117.0
2020-11-25,59.78,57.03,58.92,2784586.0
2020-11-26,59.26,57.0,57.43,2288311.0
2020-11-27,58.75,57.4,58.18,1645083.0
2020-11-30,58.69,56.5,56.61,2594315.0
2020-12-01,57.95,56.1,57.19,2255751.0
2020-12-02,58.91,57.0,57.85,2836856.0
2020-12-03,58.38,56.7,56.9,1811084.0

Indicator data:
Answer: -29457204.7513
Question: 东方财富的累积/派发线在2024年07月22日为多少？（从前60个数据开始计算）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。
Formula: MFM_t = ((C_t - L_t) - (H_t - C_t)) / (H_t - L_t)；MFV_t = MFM_t * V_t；ADL_t = ADL_{t-1} + MFV_t = \sum_{i=1}^{t} MFV_i
Data:
date,high,low,close,volume
2024-04-23,12.5,12.36,12.44,108151491.0
2024-04-24,12.47,12.33,12.45,114904600.0
2024-04-25,12.48,12.26,12.35,120056111.0
2024-04-26,13.2,12.51,13.12,487706420.0
2024-04-29,13.38,12.98,13.25,418187884.0
2024-04-30,13.29,13.04,13.05,203435900.0
2024-05-06,13.57,13.21,13.25,297269658.0
2024-05-07,13.27,13.13,13.18,162353619.0
2024-05-08,13.18,12.92,12.96,143114777.0
2024-05-09,13.17,12.97,13.08,140817115.0
2024-05-10,13.19,12.99,13.11,159360790.0
2024-05-13,13.14,12.85,13.01,162257556.0
2024-05-14,13.1,12.93,13.05,142315389.0
2024-05-15,13.11,12.69,12.71,198598196.0
2024-05-16,13.03,12.7,12.82,196721829.0
2024-05-17,13.09,12.76,13.07,184224526.0
2024-05-20,13.29,12.99,13.1,215801141.0
2024-05-21,13.19,12.99,13.04,135867388.0
2024-05-22,13.11,12.97,13.05,114987796.0
2024-05-23,13.0,12.71,12.76,162119055.0
2024-05-24,12.78,12.5,12.53,137305516.0
2024-05-27,12.69,12.48,12.67,112394997.0
2024-05-28,12.71,12.52,12.53,89224969.0
2024-05-29,12.63,12.44,12.49,82795221.0
2024-05-30,12.5,12.39,12.44,87185728.0
2024-05-31,12.59,12.41,12.41,101552119.0
2024-06-03,12.4,12.22,12.3,127931287.0
2024-06-04,12.42,12.26,12.39,117531593.0
2024-06-05,12.47,12.31,12.36,98150719.0
2024-06-06,12.43,12.24,12.26,122525269.0
2024-06-07,12.36,11.96,12.16,150035499.0
2024-06-11,12.22,12.05,12.12,102717244.0
2024-06-12,12.31,12.08,12.18,112141838.0
2024-06-13,12.26,12.14,12.17,92701225.0
2024-06-14,12.41,12.03,12.34,233772054.0
2024-06-17,12.37,12.19,12.34,126578143.0
2024-06-18,12.44,12.32,12.38,126535212.0
2024-06-19,12.39,12.16,12.19,104177218.0
2024-06-20,12.19,11.94,11.94,147766602.0
2024-06-21,12.05,11.85,11.94,117419432.0
2024-06-24,11.97,11.8,11.8,111382582.0
2024-06-25,11.84,11.51,11.54,152340175.0
2024-06-26,11.73,11.44,11.69,119378951.0
2024-06-27,11.63,11.34,11.34,128432293.0
2024-06-28,11.44,10.35,10.56,416615242.0
2024-07-01,10.73,10.33,10.47,240874112.0
2024-07-02,10.57,10.23,10.27,221449769.0
2024-07-03,10.38,10.0,10.26,271951736.0
2024-07-04,10.36,10.13,10.13,150604348.0
2024-07-05,10.28,10.06,10.21,145882601.0
2024-07-08,10.19,9.93,9.96,164410473.0
2024-07-09,10.21,9.87,10.13,213894289.0
2024-07-10,10.3,10.03,10.12,152460812.0
2024-07-11,10.59,10.23,10.43,254023709.0
2024-07-12,10.47,10.32,10.36,127622228.0
2024-07-15,10.4,10.27,10.33,98832405.0
2024-07-16,10.48,10.29,10.45,133959312.0
2024-07-17,10.59,10.42,10.5,150744592.0
2024-07-18,10.59,10.37,10.54,148456244.0
2024-07-19,10.75,10.48,10.7,179107957.0
2024-07-22,10.9,10.57,10.69,193913248.0

Indicator data:
Answer: -1188233226.4726
Question: 对于累积/派发线，招商银行2021年12月09日的值是多少？（从前60个数据开始计算）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。
Formula: MFM_t = ((C_t - L_t) - (H_t - C_t)) / (H_t - L_t)；MFV_t = MFM_t * V_t；ADL_t = ADL_{t-1} + MFV_t = \sum_{i=1}^{t} MFV_i
Data:
date,high,low,close,volume
2021-09-07,53.08,50.45,52.81,77232009.0
2021-09-08,53.55,52.26,52.41,55390668.0
2021-09-09,52.68,51.68,52.1,35780025.0
2021-09-10,54.52,51.75,54.12,107097799.0
2021-09-13,54.5,53.5,53.92,59283043.0
2021-09-14,54.89,51.8,52.1,63116569.0
2021-09-15,52.49,50.8,51.4,54233793.0
2021-09-16,51.83,50.21,50.7,62989614.0
2021-09-17,51.54,50.5,51.25,42016472.0
2021-09-22,49.98,48.1,49.41,112259622.0
2021-09-23,50.53,48.61,48.84,86102453.0
2021-09-24,49.33,48.4,48.77,53203933.0
2021-09-27,49.8,48.21,49.09,66790515.0
2021-09-28,50.98,49.09,50.42,70992547.0
2021-09-29,52.17,49.61,51.56,90460986.0
2021-09-30,51.43,50.1,50.45,58611808.0
2021-10-08,51.08,50.02,50.93,64555292.0
2021-10-11,54.18,51.44,53.0,97177865.0
2021-10-12,53.79,52.3,53.09,58937329.0
2021-10-13,53.4,52.05,53.03,44255673.0
2021-10-14,53.25,52.2,52.36,28899621.0
2021-10-15,53.44,52.35,53.31,42035759.0
2021-10-18,53.35,51.55,51.86,57794539.0
2021-10-19,53.32,52.0,52.88,48169257.0
2021-10-20,53.64,52.28,52.4,30570959.0
2021-10-21,54.0,52.6,53.75,57658698.0
2021-10-22,54.8,53.73,54.29,54715058.0
2021-10-25,54.93,53.1,54.59,62334126.0
2021-10-26,56.23,54.3,55.3,71542369.0
2021-10-27,55.2,53.83,54.52,42039441.0
2021-10-28,55.0,53.85,54.22,34623228.0
2021-10-29,54.75,53.7,53.97,40543943.0
2021-11-01,54.9,53.3,54.12,42501781.0
2021-11-02,54.49,51.67,52.25,75220649.0
2021-11-03,52.49,51.67,51.7,44437241.0
2021-11-04,52.1,51.28,51.75,48291475.0
2021-11-05,52.11,51.42,51.56,36197416.0
2021-11-08,51.9,50.8,51.3,38674906.0
2021-11-09,51.7,50.6,51.06,38788364.0
2021-11-10,51.15,50.04,50.63,55807106.0
2021-11-11,52.87,50.46,52.82,84973170.0
2021-11-12,53.18,52.25,52.4,34359656.0
2021-11-15,53.61,52.37,52.93,36695032.0
2021-11-16,53.38,52.16,52.5,32231509.0
2021-11-17,52.83,51.81,51.84,33938551.0
2021-11-18,52.0,51.0,51.41,34244267.0
2021-11-19,52.74,51.11,52.33,46466797.0
2021-11-22,52.34,51.59,51.69,37653834.0
2021-11-23,52.3,51.44,51.75,38914891.0
2021-11-24,51.9,51.17,51.74,31503965.0
2021-11-25,51.7,51.24,51.42,21566020.0
2021-11-26,51.45,49.88,50.1,82335731.0
2021-11-29,50.1,48.82,49.82,82724704.0
2021-11-30,49.85,48.91,49.49,61004256.0
2021-12-01,50.2,49.28,49.99,50036103.0
2021-12-02,51.0,49.49,50.89,55607048.0
2021-12-03,51.28,50.47,51.25,49407647.0
2021-12-06,52.4,51.33,51.82,60471643.0
2021-12-07,52.58,51.1,51.84,54077371.0
2021-12-08,52.28,51.4,52.04,49097472.0
2021-12-09,53.84,51.8,53.13,84055721.0

Indicator data:
Answer: 187777252.747
Question: 计算石头科技2022年08月08日的累积/派发线的值。（从前60个数据开始计算）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。
Formula: MFM_t = ((C_t - L_t) - (H_t - C_t)) / (H_t - L_t)；MFV_t = MFM_t * V_t；ADL_t = ADL_{t-1} + MFV_t = \sum_{i=1}^{t} MFV_i
Data:
date,high,low,close,volume
2022-05-13,605.99,588.0,594.02,252505.0
2022-05-16,614.99,583.02,585.22,336320.0
2022-05-17,594.63,575.23,585.81,276459.0
2022-05-18,590.0,566.08,572.0,301747.0
2022-05-19,593.01,562.5,589.7,296741.0
2022-05-20,623.98,579.77,618.97,451956.0
2022-05-23,631.19,602.17,619.24,307780.0
2022-05-24,620.0,591.26,605.16,473973.0
2022-05-25,618.8,598.05,616.7,326932.0
2022-05-26,634.81,610.0,631.2,424638.0
2022-05-27,615.0,560.18,565.99,832889.0
2022-05-30,599.83,560.0,594.21,601395.0
2022-05-31,645.0,588.01,635.51,677014.0
2022-06-01,643.9,622.1,624.37,365872.0
2022-06-02,644.58,611.08,642.0,455072.0
2022-06-06,725.88,645.77,714.96,967052.0
2022-06-07,714.95,677.0,682.53,498219.0
2022-06-08,718.5,675.44,709.69,686572.0
2022-06-09,707.12,682.12,682.69,439363.0
2022-06-10,700.0,670.01,689.34,492441.0
2022-06-13,688.0,662.01,670.73,425424.0
2022-06-14,695.0,650.5,673.98,591458.0
2022-06-15,683.8,661.58,663.1,382587.0
2022-06-16,672.9,653.0,660.9,389451.0
2022-06-17,678.0,646.0,673.13,488315.0
2022-06-20,685.0,657.0,661.01,448692.0
2022-06-21,698.0,651.0,671.06,576403.0
2022-06-22,674.95,621.52,625.35,738385.0
2022-06-23,643.87,613.01,635.0,508760.0
2022-06-24,641.57,615.0,641.0,751534.0
2022-06-27,659.18,631.01,655.98,734985.0
2022-06-28,655.98,619.47,628.95,636736.0
2022-06-29,627.83,608.0,608.0,511878.0
2022-06-30,624.0,608.5,616.7,474378.0
2022-07-01,623.0,605.09,607.4,432443.0
2022-07-04,616.88,603.01,605.5,558698.0
2022-07-05,623.0,594.0,599.15,629818.0
2022-07-06,601.0,546.0,558.01,1447694.0
2022-07-07,560.98,520.57,527.08,1331023.0
2022-07-08,386.98,375.02,382.98,812331.0
2022-07-11,382.0,360.0,380.48,990165.0
2022-07-12,385.88,368.26,376.25,768022.0
2022-07-13,372.78,359.2,359.2,1022347.0
2022-07-14,364.75,353.14,355.17,933586.0
2022-07-15,362.8,347.0,348.01,840207.0
2022-07-18,350.0,339.0,344.35,798911.0
2022-07-19,347.78,336.0,346.0,1041902.0
2022-07-20,349.98,343.01,347.5,540174.0
2022-07-21,350.38,341.11,341.75,670482.0
2022-07-22,344.0,332.11,336.15,978589.0
2022-07-25,343.89,333.0,334.24,726340.0
2022-07-26,336.5,324.21,332.0,1089035.0
2022-07-27,336.7,326.06,333.8,546499.0
2022-07-28,339.5,332.1,336.88,704358.0
2022-07-29,338.5,324.83,326.16,843794.0
2022-08-01,335.45,321.27,325.89,871327.0
2022-08-02,322.0,308.02,316.41,978180.0
2022-08-03,327.15,313.34,321.83,1091395.0
2022-08-04,328.0,318.11,319.4,574588.0
2022-08-05,335.0,319.31,334.58,1241108.0
2022-08-08,344.4,333.61,338.0,1026536.0

Indicator data:
Answer: -2956867.8099
Question: 新和成2023年03月24日的蔡金资金流的值是？（标准版：周期20）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。
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
2023-02-27,19.37,18.79,18.94,19312968.0
2023-02-28,19.05,18.9,18.97,12779694.0
2023-03-01,19.2,18.93,19.17,12220339.0
2023-03-02,19.29,19.04,19.05,11724198.0
2023-03-03,19.13,18.78,18.88,19638114.0
2023-03-06,18.97,18.8,18.88,10641514.0
2023-03-07,18.97,18.53,18.56,15917919.0
2023-03-08,18.69,18.47,18.54,8478540.0
2023-03-09,18.61,18.45,18.47,8949405.0
2023-03-10,18.48,18.23,18.36,10582209.0
2023-03-13,18.51,18.26,18.41,7315444.0
2023-03-14,18.58,18.22,18.38,11224368.0
2023-03-15,18.55,18.22,18.27,16563948.0
2023-03-16,18.24,17.96,18.02,14360131.0
2023-03-17,18.14,17.8,17.86,17877130.0
2023-03-20,17.87,17.44,17.68,16622176.0
2023-03-21,18.05,17.64,18.02,11079813.0
2023-03-22,18.18,17.86,17.94,11916344.0
2023-03-23,18.01,17.66,17.77,16377649.0
2023-03-24,17.93,17.77,17.79,8803485.0

Indicator data:
Answer: -0.3124
Question: 2025年11月12日，龙佰集团的蔡金资金流是多少？（标准版：周期20）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。
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
2025-10-16,19.77,19.33,19.45,14340259.0
2025-10-17,20.23,19.4,19.52,35722690.0
2025-10-20,19.58,18.96,19.13,23231727.0
2025-10-21,19.53,18.98,19.51,14895226.0
2025-10-22,19.59,18.82,18.86,18313558.0
2025-10-23,19.51,18.8,19.47,20652099.0
2025-10-24,19.83,19.3,19.47,13558903.0
2025-10-27,19.57,19.08,19.14,23445593.0
2025-10-28,19.13,18.07,18.2,50852809.0
2025-10-29,18.8,17.99,18.75,30868925.0
2025-10-30,18.76,18.45,18.57,13026000.0
2025-10-31,18.75,18.4,18.41,15806400.0
2025-11-03,18.51,18.11,18.26,16366192.0
2025-11-04,18.29,17.4,17.5,31438380.0
2025-11-05,17.75,17.2,17.54,19132142.0
2025-11-06,18.07,17.52,17.9,17233398.0
2025-11-07,18.84,17.72,18.55,31211951.0
2025-11-10,19.5,18.78,19.31,42234326.0
2025-11-11,19.47,19.08,19.32,16511852.0
2025-11-12,19.3,18.94,19.11,12083763.0

Indicator data:
Answer: -0.1251
Question: 中国电建的蔡金资金流在2021年07月28日为多少？（标准版：周期20）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。
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
2021-07-01,3.95,3.86,3.91,77675109.0
2021-07-02,3.95,3.86,3.89,66012830.0
2021-07-05,3.91,3.86,3.91,45979420.0
2021-07-06,3.97,3.89,3.94,78741892.0
2021-07-07,3.88,3.82,3.84,56011309.0
2021-07-08,3.88,3.83,3.85,48927010.0
2021-07-09,3.87,3.82,3.86,48838357.0
2021-07-12,4.0,3.87,3.95,127372737.0
2021-07-13,4.02,3.92,3.94,107482802.0
2021-07-14,4.01,3.93,3.94,66712830.0
2021-07-15,4.01,3.91,3.99,80737069.0
2021-07-16,4.05,3.96,3.99,77372152.0
2021-07-19,4.0,3.94,3.98,57196970.0
2021-07-20,4.13,3.92,4.07,142484677.0
2021-07-21,4.1,3.96,3.98,118601007.0
2021-07-22,4.14,3.96,4.06,167041264.0
2021-07-23,4.46,4.07,4.34,436056000.0
2021-07-26,4.65,4.36,4.56,486793882.0
2021-07-27,4.86,4.46,4.51,586182417.0
2021-07-28,4.57,4.27,4.42,271266836.0

Indicator data:
Answer: -0.0263
Question: 对于蔡金资金流，宁沪高速2020年04月17日的值是多少？（标准版：周期20）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。
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
2020-03-20,9.49,9.08,9.35,9985335.0
2020-03-23,9.47,9.0,9.3,10290725.0
2020-03-24,9.86,9.44,9.8,11625995.0
2020-03-25,10.11,9.84,10.05,9096798.0
2020-03-26,10.07,9.77,9.83,9196980.0
2020-03-27,10.0,9.83,9.91,3497149.0
2020-03-30,9.9,9.7,9.77,2187018.0
2020-03-31,9.9,9.69,9.82,3317723.0
2020-04-01,9.9,9.55,9.56,4548105.0
2020-04-02,9.5,9.24,9.4,8258045.0
2020-04-03,9.76,9.36,9.65,5603150.0
2020-04-07,9.84,9.64,9.77,4096766.0
2020-04-08,9.75,9.56,9.64,3938619.0
2020-04-09,9.75,9.6,9.75,3887600.0
2020-04-10,10.03,9.7,9.95,6891057.0
2020-04-13,10.3,9.88,10.24,7313729.0
2020-04-14,10.27,10.06,10.19,5238737.0
2020-04-15,10.17,9.86,9.88,7234183.0
2020-04-16,10.14,9.85,10.07,6381241.0
2020-04-17,10.16,9.99,10.11,3718623.0

Indicator data:
Answer: 0.2135
Question: 计算星宇股份2025年03月11日的蔡金资金流的值。（标准版：周期20）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。
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
2025-02-12,135.39,130.58,131.24,1869916.0
2025-02-13,132.56,129.88,130.26,1877803.0
2025-02-14,131.76,129.88,130.61,1250548.0
2025-02-17,130.62,127.61,128.0,1845210.0
2025-02-18,130.49,125.8,126.62,1702007.0
2025-02-19,127.8,125.26,126.03,1681072.0
2025-02-20,126.2,123.0,124.5,1723116.0
2025-02-21,124.54,121.4,122.0,3452033.0
2025-02-24,124.11,120.15,124.08,2023955.0
2025-02-25,128.32,122.5,127.94,3518757.0
2025-02-26,129.43,127.06,128.11,1840812.0
2025-02-27,129.19,126.95,128.99,2013969.0
2025-02-28,129.4,126.37,129.02,2169311.0
2025-03-03,129.3,124.99,125.26,1560489.0
2025-03-04,125.75,124.0,124.5,955600.0
2025-03-05,126.88,124.03,125.29,1335720.0
2025-03-06,125.96,120.94,120.99,4543488.0
2025-03-07,126.6,120.51,125.96,3784880.0
2025-03-10,127.98,124.5,125.2,1584424.0
2025-03-11,124.99,121.79,124.67,1925451.0

Indicator data:
Answer: -0.0711
Question: 荣盛石化2021年02月04日的蔡金振荡指标的值是？（标准版：快线3，慢线10；从前60个数据开始计算，EMA初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。
Formula: ChaikinOsc = EMA_{n_{fast}}(ADL) - EMA_{n_{slow}}(ADL)
Data:
date,high,low,close,volume
2020-11-11,24.24,23.25,23.25,50022633.0
2020-11-12,23.76,23.2,23.72,23183589.0
2020-11-13,23.62,23.06,23.24,25616354.0
2020-11-16,24.24,23.12,24.24,41650460.0
2020-11-17,24.45,23.62,23.98,25993624.0
2020-11-18,24.62,23.76,23.95,25198966.0
2020-11-19,24.1,23.15,23.75,53376841.0
2020-11-20,24.22,23.04,23.76,67601604.0
2020-11-23,25.55,23.91,25.21,43817626.0
2020-11-24,26.12,25.11,26.0,39283075.0
2020-11-25,26.79,25.81,25.85,50720130.0
2020-11-26,26.03,25.0,25.8,24155032.0
2020-11-27,26.48,25.3,25.81,24109183.0
2020-11-30,26.36,25.38,25.72,41762061.0
2020-12-01,26.2,25.4,25.88,33392049.0
2020-12-02,26.25,25.21,26.02,26149960.0
2020-12-03,26.39,24.94,25.24,27733080.0
2020-12-04,25.64,24.92,25.55,18080094.0
2020-12-07,25.9,25.4,25.6,15883046.0
2020-12-08,26.4,25.26,25.98,20828860.0
2020-12-09,26.04,25.31,25.6,19201170.0
2020-12-10,25.91,25.0,25.28,21312752.0
2020-12-11,26.77,25.48,26.04,36096502.0
2020-12-14,26.48,24.85,25.52,34968482.0
2020-12-15,25.53,24.37,25.03,33765134.0
2020-12-16,25.36,24.57,24.61,34535484.0
2020-12-17,25.2,24.4,24.7,32221044.0
2020-12-18,25.09,23.8,24.07,21090240.0
2020-12-21,25.15,24.0,25.0,35027249.0
2020-12-22,25.19,23.99,24.15,25546349.0
2020-12-23,24.66,23.73,24.45,25180966.0
2020-12-24,26.67,24.37,26.37,37496124.0
2020-12-25,27.42,25.5,27.25,33231731.0
2020-12-28,27.43,26.2,26.62,28108504.0
2020-12-29,27.0,26.18,26.8,20580673.0
2020-12-30,27.42,26.5,27.37,27787810.0
2020-12-31,27.66,26.52,27.61,27739824.0
2021-01-04,27.69,26.72,27.44,25817961.0
2021-01-05,29.55,27.55,28.84,51076968.0
2021-01-06,29.81,28.57,29.55,50095772.0
2021-01-07,30.4,29.56,30.4,37166957.0
2021-01-08,30.62,28.97,30.06,21993255.0
2021-01-11,31.32,29.89,30.37,30622050.0
2021-01-12,31.33,30.0,31.1,22772388.0
2021-01-13,31.63,30.65,31.5,19603039.0
2021-01-14,31.71,30.67,30.87,17309763.0
2021-01-15,31.74,30.0,31.46,23011963.0
2021-01-18,33.52,31.09,33.2,27033008.0
2021-01-19,33.72,31.81,32.19,30885483.0
2021-01-20,33.53,32.09,32.5,36871556.0
2021-01-21,34.79,32.37,34.05,48967483.0
2021-01-22,36.47,33.95,36.25,39074364.0
2021-01-25,38.42,36.01,36.83,46819217.0
2021-01-26,36.83,35.81,36.39,26384864.0
2021-01-27,37.66,34.72,35.76,38047849.0
2021-01-28,36.07,33.63,34.01,48081305.0
2021-01-29,35.33,33.46,34.2,29465579.0
2021-02-01,37.62,33.51,37.62,57894650.0
2021-02-02,40.44,37.26,40.2,55998801.0
2021-02-03,40.62,39.01,39.55,36219229.0
2021-02-04,41.3,38.62,39.7,38947704.0

Indicator data:
Answer: 26698213.192
Question: 2021年06月29日，潞安环能的蔡金振荡指标是多少？（标准版：快线3，慢线10；从前60个数据开始计算，EMA初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。
Formula: ChaikinOsc = EMA_{n_{fast}}(ADL) - EMA_{n_{slow}}(ADL)
Data:
date,high,low,close,volume
2021-03-30,6.2,6.07,6.13,22251083.0
2021-03-31,6.17,6.09,6.13,14802359.0
2021-04-01,6.16,6.04,6.14,15138364.0
2021-04-02,6.15,6.06,6.09,10596407.0
2021-04-06,6.13,6.05,6.06,10431471.0
2021-04-07,6.13,6.01,6.11,15412460.0
2021-04-08,6.27,6.11,6.19,33157893.0
2021-04-09,6.32,6.12,6.31,33468899.0
2021-04-12,6.4,6.26,6.32,26060853.0
2021-04-13,6.32,6.13,6.15,20179794.0
2021-04-14,6.25,6.08,6.21,16482396.0
2021-04-15,6.37,6.17,6.35,23646878.0
2021-04-16,6.57,6.33,6.48,36013400.0
2021-04-19,7.13,6.64,6.87,90234655.0
2021-04-20,7.09,6.79,7.07,52959073.0
2021-04-21,7.5,6.98,7.36,74422407.0
2021-04-22,7.6,7.33,7.5,65107438.0
2021-04-23,7.43,7.22,7.42,41351733.0
2021-04-26,8.14,7.71,8.04,118603615.0
2021-04-27,8.5,7.99,8.41,106503482.0
2021-04-28,9.25,8.34,9.25,84898761.0
2021-04-29,9.48,9.04,9.25,123281402.0
2021-04-30,9.34,8.82,8.95,99874876.0
2021-05-06,9.33,8.95,9.22,120987861.0
2021-05-07,10.14,9.29,10.14,111266000.0
2021-05-10,11.15,10.58,11.15,80375353.0
2021-05-11,11.69,10.61,11.22,215168817.0
2021-05-12,11.6,10.76,11.45,124729284.0
2021-05-13,10.96,10.31,10.32,156825835.0
2021-05-14,10.63,10.04,10.38,122086379.0
2021-05-17,10.88,10.32,10.35,96861654.0
2021-05-18,10.58,10.14,10.31,78573000.0
2021-05-19,10.27,9.78,9.94,84411571.0
2021-05-20,9.91,9.2,9.77,132239324.0
2021-05-21,10.13,9.59,9.9,99066854.0
2021-05-24,10.16,9.76,9.88,73585083.0
2021-05-25,10.35,9.5,9.98,91059133.0
2021-05-26,10.39,9.88,10.1,83732573.0
2021-05-27,10.86,10.01,10.48,97855318.0
2021-05-28,10.86,9.99,10.22,87656551.0
2021-05-31,10.48,10.1,10.38,42282447.0
2021-06-01,11.42,10.34,11.42,97110515.0
2021-06-02,12.49,11.66,12.13,130887138.0
2021-06-03,12.7,11.99,12.1,99522041.0
2021-06-04,12.16,11.27,12.06,78690134.0
2021-06-07,13.2,12.04,12.56,77203123.0
2021-06-08,12.67,11.93,11.94,62454430.0
2021-06-09,13.13,12.05,12.98,95763184.0
2021-06-10,13.25,12.6,12.95,71222507.0
2021-06-11,13.39,12.58,12.68,50558223.0
2021-06-15,13.3,12.4,12.71,54718358.0
2021-06-16,13.08,12.17,12.2,76544679.0
2021-06-17,12.7,12.01,12.3,51372310.0
2021-06-18,12.55,11.7,12.13,55621161.0
2021-06-21,12.9,11.77,12.51,64937382.0
2021-06-22,12.78,12.26,12.63,50986617.0
2021-06-23,12.98,12.14,12.59,64499592.0
2021-06-24,13.55,12.54,12.95,76703284.0
2021-06-25,13.93,12.73,13.84,77258035.0
2021-06-28,12.98,12.46,12.46,89993034.0
2021-06-29,12.13,11.36,11.49,83669209.0

Indicator data:
Answer: -33290613.7747
Question: 金山办公的蔡金振荡指标在2025年12月23日为多少？（标准版：快线3，慢线10；从前60个数据开始计算，EMA初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。
Formula: ChaikinOsc = EMA_{n_{fast}}(ADL) - EMA_{n_{slow}}(ADL)
Data:
date,high,low,close,volume
2025-09-22,310.8,303.52,307.48,4925977.0
2025-09-23,307.48,288.5,295.46,9126918.0
2025-09-24,310.88,292.96,310.84,9568686.0
2025-09-25,325.0,311.69,318.54,9040410.0
2025-09-26,317.99,304.5,305.0,6300063.0
2025-09-29,309.88,302.02,307.49,5547581.0
2025-09-30,320.0,310.88,316.5,7551043.0
2025-10-09,328.86,304.05,318.93,14078460.0
2025-10-10,315.88,295.0,297.0,13630975.0
2025-10-13,351.0,316.31,321.7,26655062.0
2025-10-14,318.5,302.18,310.15,19534305.0
2025-10-15,316.3,301.11,312.93,11718176.0
2025-10-16,310.0,303.39,305.55,7537451.0
2025-10-17,306.8,296.23,297.59,7021978.0
2025-10-20,302.49,295.92,298.75,4760000.0
2025-10-21,303.5,298.0,300.31,4891714.0
2025-10-22,299.8,293.0,293.18,5123852.0
2025-10-23,300.85,292.0,300.67,5506593.0
2025-10-24,305.88,299.31,304.0,6166497.0
2025-10-27,317.71,303.42,317.0,9396740.0
2025-10-28,359.39,331.0,337.21,24770207.0
2025-10-29,339.69,327.14,337.71,11192538.0
2025-10-30,358.0,332.99,345.04,14449773.0
2025-10-31,367.77,345.0,358.99,16626395.0
2025-11-03,372.98,352.72,359.88,13893791.0
2025-11-04,359.88,347.3,350.21,9515380.0
2025-11-05,346.0,336.79,343.78,7091183.0
2025-11-06,343.7,334.11,341.91,7115846.0
2025-11-07,339.91,328.51,329.99,7102771.0
2025-11-10,335.02,326.67,330.5,5875815.0
2025-11-11,332.56,320.33,321.8,6285451.0
2025-11-12,322.3,316.0,317.8,4617063.0
2025-11-13,323.9,317.82,321.62,5198694.0
2025-11-14,321.5,310.9,311.0,5007521.0
2025-11-17,317.0,310.03,313.4,5830215.0
2025-11-18,324.79,310.53,318.67,8540560.0
2025-11-19,323.44,316.13,318.3,5868724.0
2025-11-20,319.2,307.21,307.55,6390287.0
2025-11-21,311.5,304.1,305.71,5544525.0
2025-11-24,323.95,303.33,323.0,8565496.0
2025-11-25,329.98,318.01,319.0,7671594.0
2025-11-26,324.76,315.67,319.45,6541203.0
2025-11-27,319.4,311.56,312.02,5217198.0
2025-11-28,314.37,309.5,311.31,3657342.0
2025-12-01,318.2,308.2,317.08,5171801.0
2025-12-02,317.74,307.28,309.3,4251097.0
2025-12-03,309.93,302.01,303.49,4116241.0
2025-12-04,305.31,300.05,301.19,3766630.0
2025-12-05,304.99,299.13,304.83,4279364.0
2025-12-08,307.93,304.5,305.45,4452044.0
2025-12-09,307.66,300.61,303.22,4049100.0
2025-12-10,306.0,298.01,306.0,3730559.0
2025-12-11,304.5,296.0,296.01,5102132.0
2025-12-12,308.42,294.54,307.9,7709513.0
2025-12-15,309.39,303.02,307.6,3969174.0
2025-12-16,309.89,304.96,307.31,3285053.0
2025-12-17,312.7,305.33,312.42,4150674.0
2025-12-18,314.3,306.95,306.95,3546049.0
2025-12-19,308.5,302.7,303.6,3708264.0
2025-12-22,306.98,301.67,303.6,3746747.0
2025-12-23,309.5,302.3,303.0,3509089.0

Indicator data:
Answer: -1539107.2896
Question: 对于蔡金振荡指标，牧原股份2024年01月23日的值是多少？（标准版：快线3，慢线10；从前60个数据开始计算，EMA初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。
Formula: ChaikinOsc = EMA_{n_{fast}}(ADL) - EMA_{n_{slow}}(ADL)
Data:
date,high,low,close,volume
2023-10-30,37.85,35.85,37.81,46181544.0
2023-10-31,37.95,37.0,37.76,29489107.0
2023-11-01,38.36,37.41,37.86,23626210.0
2023-11-02,38.76,37.75,37.8,22267758.0
2023-11-03,38.39,37.38,38.21,29361851.0
2023-11-06,38.21,36.8,37.5,31378942.0
2023-11-07,37.68,37.0,37.31,20139916.0
2023-11-08,37.43,36.8,37.07,15859240.0
2023-11-09,37.6,36.82,37.22,13718559.0
2023-11-10,37.61,36.92,37.41,15852110.0
2023-11-13,37.55,36.7,37.46,18700451.0
2023-11-14,37.86,37.25,37.47,12584807.0
2023-11-15,37.79,37.2,37.46,12577062.0
2023-11-16,37.64,37.1,37.12,9529064.0
2023-11-17,37.25,36.82,36.95,10533953.0
2023-11-20,38.32,36.96,38.12,31900174.0
2023-11-21,38.83,38.02,38.28,25437473.0
2023-11-22,39.1,37.99,38.55,23930443.0
2023-11-23,38.85,38.2,38.49,14034587.0
2023-11-24,39.18,38.25,38.94,23583649.0
2023-11-27,39.78,38.93,39.41,28806123.0
2023-11-28,39.4,38.56,38.78,18399405.0
2023-11-29,39.12,38.41,38.83,16507397.0
2023-11-30,39.18,38.76,39.08,12827372.0
2023-12-01,39.08,38.51,38.58,13105211.0
2023-12-04,40.35,38.08,39.91,40882704.0
2023-12-05,40.55,39.27,39.3,25336503.0
2023-12-06,40.99,39.0,40.63,36832065.0
2023-12-07,41.06,40.12,40.88,27847371.0
2023-12-08,41.12,40.05,40.1,21196716.0
2023-12-11,40.9,39.51,40.74,18132524.0
2023-12-12,40.88,40.0,40.47,11476833.0
2023-12-13,40.59,39.89,39.99,14786443.0
2023-12-14,40.39,38.21,39.47,29212853.0
2023-12-15,39.68,38.9,39.39,15303213.0
2023-12-18,40.33,39.11,39.97,17017014.0
2023-12-19,40.07,39.36,39.81,9682566.0
2023-12-20,39.96,39.03,39.2,12842407.0
2023-12-21,39.68,38.42,39.51,16839406.0
2023-12-22,40.29,39.28,39.91,15904140.0
2023-12-25,40.05,39.01,39.68,12251834.0
2023-12-26,39.8,39.3,39.46,9234697.0
2023-12-27,40.99,39.5,40.98,31647041.0
2023-12-28,41.08,40.52,40.78,18077904.0
2023-12-29,41.66,40.6,41.18,21017105.0
2024-01-02,41.86,40.9,41.5,17324253.0
2024-01-03,42.05,40.77,41.07,15142407.0
2024-01-04,41.19,40.64,40.96,13103602.0
2024-01-05,41.0,40.2,40.44,16109095.0
2024-01-08,40.64,39.07,39.07,25356529.0
2024-01-09,39.17,38.6,38.65,17449103.0
2024-01-10,38.84,35.25,36.73,60063998.0
2024-01-11,37.96,36.49,36.92,38506924.0
2024-01-12,38.11,36.35,37.71,23938779.0
2024-01-15,38.12,36.95,37.03,18748295.0
2024-01-16,37.79,36.85,37.57,20395842.0
2024-01-17,38.15,36.72,36.74,19078685.0
2024-01-18,37.29,35.69,37.12,25548353.0
2024-01-19,37.39,36.5,36.73,16137284.0
2024-01-22,36.9,35.5,35.86,22251928.0
2024-01-23,36.1,35.41,35.83,16702994.0

Indicator data:
Answer: -10826512.8612
Question: 计算海尔智家2023年05月12日的蔡金振荡指标的值。（标准版：快线3，慢线10；从前60个数据开始计算，EMA初始值用首个数据点）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。
Formula: ChaikinOsc = EMA_{n_{fast}}(ADL) - EMA_{n_{slow}}(ADL)
Data:
date,high,low,close,volume
2023-02-13,26.77,26.0,26.7,21380110.0
2023-02-14,26.85,26.56,26.77,13831700.0
2023-02-15,26.78,26.16,26.26,17796911.0
2023-02-16,26.85,26.1,26.3,21854544.0
2023-02-17,26.52,25.88,25.94,13679426.0
2023-02-20,27.7,25.97,27.55,47885877.0
2023-02-21,27.69,27.23,27.6,20527891.0
2023-02-22,27.6,27.15,27.41,17601814.0
2023-02-23,27.85,26.99,27.14,22696652.0
2023-02-24,27.14,26.39,26.54,27798811.0
2023-02-27,26.51,25.91,26.24,23511972.0
2023-02-28,26.55,25.93,26.31,26371810.0
2023-03-01,26.65,25.43,26.17,41861398.0
2023-03-02,26.24,25.81,26.0,34486676.0
2023-03-03,26.22,25.8,25.98,27295377.0
2023-03-06,25.91,25.21,25.25,36738343.0
2023-03-07,25.48,24.65,24.78,31528822.0
2023-03-08,24.76,24.34,24.58,23755517.0
2023-03-09,24.63,24.08,24.15,32487373.0
2023-03-10,24.15,23.5,23.5,31284588.0
2023-03-13,24.45,23.59,24.11,41640143.0
2023-03-14,24.1,23.3,23.58,32525560.0
2023-03-15,23.92,23.56,23.7,23835217.0
2023-03-16,23.83,23.46,23.71,15619765.0
2023-03-17,23.96,23.32,23.38,30873564.0
2023-03-20,23.63,23.05,23.08,29783925.0
2023-03-21,23.95,23.09,23.83,31645280.0
2023-03-22,24.09,23.38,23.48,26763171.0
2023-03-23,23.62,23.3,23.4,20648294.0
2023-03-24,23.56,23.15,23.48,25021900.0
2023-03-27,23.71,23.22,23.36,29239529.0
2023-03-28,23.5,23.1,23.41,27197234.0
2023-03-29,23.56,23.25,23.49,26726222.0
2023-03-30,24.39,23.37,24.22,50438767.0
2023-03-31,23.89,22.55,22.68,130461595.0
2023-04-03,23.1,22.2,22.28,95872774.0
2023-04-04,22.41,21.57,22.0,73414842.0
2023-04-06,22.3,21.79,22.29,38539584.0
2023-04-07,22.7,22.17,22.49,34415955.0
2023-04-10,22.65,22.4,22.55,24974387.0
2023-04-11,22.99,22.58,22.72,45644702.0
2023-04-12,23.5,22.77,22.99,49481744.0
2023-04-13,22.96,22.64,22.78,31742472.0
2023-04-14,23.08,22.72,22.76,28296700.0
2023-04-17,23.45,22.73,23.4,56376765.0
2023-04-18,23.64,23.21,23.52,40535499.0
2023-04-19,23.5,22.8,22.93,41141465.0
2023-04-20,23.65,22.88,23.49,55081050.0
2023-04-21,23.65,23.01,23.05,38993950.0
2023-04-24,23.35,22.42,22.61,34878207.0
2023-04-25,22.74,22.1,22.49,28641537.0
2023-04-26,22.82,22.25,22.46,19978499.0
2023-04-27,22.55,22.12,22.45,28879148.0
2023-04-28,23.82,23.11,23.7,75011476.0
2023-05-04,23.95,23.46,23.5,40950071.0
2023-05-05,23.75,22.51,22.6,43462173.0
2023-05-08,22.7,22.12,22.38,36159307.0
2023-05-09,22.69,22.17,22.26,34742300.0
2023-05-10,22.83,22.17,22.64,27457295.0
2023-05-11,22.9,22.33,22.37,22193239.0
2023-05-12,22.84,22.3,22.41,28337069.0

Indicator data:
Answer: -27807418.1678
Question: 华润三九2022年01月07日至2022年05月22日的年化收益率的值是？（A股按一年242个交易日；单位：%）使用不复权价格，写出指标公式，搜集原始数据，计算得出答案，保留四位小数。注意列出原始数据和关键计算过程。
Formula: ((P_T / P_0)^{242 / N} - 1) * 100%
Data:
date,close
2022-01-07,37.95
2022-05-20,40.39

Indicator data:
Answer: 19.4118